tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=150
objective=regression
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Column_93 Column_94 Column_95 Column_96 Column_97 Column_98 Column_99 Column_100 Column_101 Column_102 Column_103 Column_104 Column_105 Column_106 Column_107 Column_108 Column_109 Column_110 Column_111 Column_112 Column_113 Column_114 Column_115 Column_116 Column_117 Column_118 Column_119 Column_120 Column_121 Column_122 Column_123 Column_124 Column_125 Column_126 Column_127 Column_128 Column_129 Column_130 Column_131 Column_132 Column_133 Column_134 Column_135 Column_136 Column_137 Column_138 Column_139 Column_140 Column_141 Column_142 Column_143 Column_144 Column_145 Column_146 Column_147 Column_148 Column_149 Column_150
feature_infos=[1.0000003385357559e-05:0.91731268167495728] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.80318379402160645] [1.0000003385357559e-05:0.14415885508060455] [1.0000003385357559e-05:0.1824355274438858] [1.0000003385357559e-05:0.99194800853729248] [1.0000003385357559e-05:0.16452647745609283] [1.0000003385357559e-05:0.30075559020042419] [1.0000003385357559e-05:0.19194278120994568] [1.0000003385357559e-05:0.22816647589206696] [1.0000003385357559e-05:0.92415183782577515] [1.0000003385357559e-05:0.98146343231201172] [1.0000003385357559e-05:0.51562994718551636] [1.0000003385357559e-05:0.075868174433708191] [1.0000003385357559e-05:0.98902308940887451] [1.0000003385357559e-05:0.93246334791183472] [1.0000003385357559e-05:0.9073222279548645] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.99900949001312256] [1.0000003385357559e-05:0.99959272146224976] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.50782185792922974] [1.0000003385357559e-05:0.090102985501289368] [1.0000003385357559e-05:0.86340165138244629] [1.0000003385357559e-05:0.71860438585281372] [1.0000003385357559e-05:0.71860438585281372] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.97632056474685669] [1.0000003385357559e-05:0.9845854640007019] [1.0000003385357559e-05:0.95664423704147339] [1.0000003385357559e-05:0.28777784109115601] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.60767316818237305] [1.0000003385357559e-05:0.92631375789642334] [1.0000003385357559e-05:0.4765896201133728] [1.0000003385357559e-05:0.84797775745391846] [1.0000003385357559e-05:0.994098961353302] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.60019838809967041] [1.0000003385357559e-05:0.90466052293777466] [1.0000003385357559e-05:0.77730989456176758] [1.0000003385357559e-05:0.051855459809303284] [1.0000003385357559e-05:0.94500470161437988] [1.0000003385357559e-05:0.88404929637908936] [1.0000003385357559e-05:0.9845854640007019] [1.0000003385357559e-05:0.67918872833251953] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.69265198707580566] [1.0000003385357559e-05:0.92631375789642334] [1.0000003385357559e-05:0.73716819286346436] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.99955171346664429] [1.0000003385357559e-05:0.93992334604263306] [1.0000003385357559e-05:0.85967373847961426] [1.0000003385357559e-05:0.99445509910583496] [1.0000003385357559e-05:0.18714269995689392] [1.0000003385357559e-05:0.16886694729328156] [1.0000003385357559e-05:0.17782086133956909] [1.0000003385357559e-05:0.98029088973999023] [1.0000003385357559e-05:0.73106861114501953] [1.0000003385357559e-05:0.99876517057418823] [1.0000003385357559e-05:0.30075559020042419] [1.0000003385357559e-05:0.23935934901237488] [1.0000003385357559e-05:0.62246936559677124] [1.0000003385357559e-05:0.048867780715227127] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.98256754875183105] [1.0000003385357559e-05:0.23935934901237488] [1.0000003385357559e-05:0.89331942796707153] [1.0000003385357559e-05:0.44553956389427185] [1.0000003385357559e-05:0.88404929637908936] [1.0000003385357559e-05:0.99955171346664429] [1.0000003385357559e-05:0.97325074672698975] [1.0000003385357559e-05:0.9926641583442688] [1.0000003385357559e-05:0.095359459519386292] [1.0000003385357559e-05:0.61509788036346436] [1.0000003385357559e-05:0.11597072333097458] [1.0000003385357559e-05:0.98867827653884888] [1.0000003385357559e-05:0.68595945835113525] [1.0000003385357559e-05:0.80807721614837646] [1.0000003385357559e-05:0.78267252445220947] [1.0000003385357559e-05:0.93992334604263306] [1.0000003385357559e-05:0.90991699695587158] [1.0000003385357559e-05:0.9591643214225769] [1.0000003385357559e-05:0.98505294322967529] [1.0000003385357559e-05:0.95258414745330811] [1.0000003385357559e-05:0.36297920346260071] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.98505294322967529] [1.0000003385357559e-05:0.99673694372177124] [1.0000003385357559e-05:0.040855713188648224] [1.0000003385357559e-05:0.28141561150550842] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.82672178745269775] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.46102678775787354] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.95258414745330811] [1.0000003385357559e-05:0.96037119626998901] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.98410362005233765] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.8991314172744751] [1.0000003385357559e-05:0.39982163906097412] [1.0000003385357559e-05:0.99904024600982666] [1.0000003385357559e-05:0.87060725688934326] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.30075559020042419] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.79819679260253906] [1.0000003385357559e-05:0.99825537204742432] [1.0000003385357559e-05:0.58511114120483398] [1.0000003385357559e-05:0.36297920346260071] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.57750540971755981] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.029322227463126183] [1.0000003385357559e-05:0.055015292018651962] [1.0000003385357559e-05:0.98146343231201172] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.63704079389572144] [1.0000003385357559e-05:0.99907004833221436] [1.0000003385357559e-05:0.95115220546722412] [1.0000003385357559e-05:0.31406053900718689] [1.0000003385357559e-05:0.96037119626998901] [1.0000003385357559e-05:0.54674816131591797] [1.0000003385357559e-05:0.99030154943466187] [1.0000003385357559e-05:0.065614834427833557] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.72488027811050415] [1.0000003385357559e-05:0.54674816131591797] [1.0000003385357559e-05:0.055015292018651962] [1.0000003385357559e-05:1.0000100135803223] [1.0000003385357559e-05:0.20690405368804932] [1.0000003385357559e-05:0.72488027811050415] [1.0000003385357559e-05:0.99720907211303711] [1.0000003385357559e-05:0.075868174433708191] [1.0000003385357559e-05:0.97483116388320923] [1.0000003385357559e-05:0.83549356460571289] [1.0000003385357559e-05:0.61509788036346436] [1.0000003385357559e-05:0.55448043346405029] [1.0000003385357559e-05:0.8991314172744751] [1.0000003385357559e-05:0.97558695077896118] [1.0000003385357559e-05:0.49219813942909241] [1.0000003385357559e-05:0.89331942796707153] [1.0000003385357559e-05:0.77730989456176758] [1.0000003385357559e-05:0.91731268167495728] [1.0000003385357559e-05:0.36297920346260071]
tree_sizes=2649 2755 2754 2759 2749 2746 2752 2740 2751 2767 2751 2759 2754 2752 2753 2765 2765 2757 2762 2764 2750 2753 2755 2770 2764 2746 2774 2767 2759 2779 2770 2765 2765 2759 2759 2780 2769 2770 2766 2759 2771 2772 2762 2780 2772 2773 2776 2771 2768 2763 2774 2778 2771 2775 2770 2791 2786 2773 2782 2773 2776 2791 2786 2774 2785 2784 2776 2794 2780 2770 2802 2790 2779 2783 2799 2794 2789 2783 2774 2782 2791 2798 2790 2789 2780 2810 2789 2803 2790 2791 2779 2784 2792 2784 2810 2796 2782 2799 2784 2782 2796 2783 2810 2794 2792 2786 2793 2790 2778 2792 2779 2792 2788 2788 2804 2796 2787 2793 2784 2793 2796 2783 2805 2797 2804 2792 2788 2792 2795 2789 2803 2791 2802 2794 2788 2794 2792 2780 2785 2813 2778 2792 2785 2796 2785 2816 2794 2789 2783 2786 2793 2787 2787 2814 2804 2797 2808 2785 2817 2768 2797 2801 2793 2780 2786 2792 2795 2781 2790 2786 2791 2784 2796 2799 2794 2808 2789 2796 2796 2794 2796 2797 2797 2792 2806 2802 2787 2796 2791 2802 2795 2801 2794 2787 2770 2799 2796 2813 2804 2786 2779 2788 2809 2796 2791 2787 2792 2786 2787 2792 2798 2797 2789 2794 2816 2801 2791 2811 2809 2791 2805 2788 2790 2801 2808 2787 2794 2793 2796 2803 2816 2779 2806 2791 2799 2812 2790 2812 2795 2796 2787 2789 2801 2798 2791 2795 2795 2811 2820 2805 2804 2786 2779 2815 2804 2809 2804 2778 2793 2795 2808 2805 2788 2792 2803 2817 2794 2786 2811 2805 2810 2795 2802 2795 2797 2816 2793 2791 2810 2802 2807 2792 2802 2798 2792 2800 2802 2801 2806 2799 2805 2805 2798 2799 2817 2807 2796 2794 2811 2802 2814 2800 2795 2799 2812 2806 2800 2798 2800 2805 2810 2791 2806 2815 2795 2798 2810 2796 2792 2794 2798 2804 2806 2817 2793 2793 2792 2812 2806 2791 2816 2802 2790 2785 2809 2802 2806 2799 2805 2792 2807 2802 2797 2798 2791 2799 2799 2812 2789 2813 2816 2800 2806 2795 2791 2801 2791 2797 2815 2800 2812 2795 2815 2815 2803 2789 2804 2821 2824 2797 2815 2793 2811 2796 2819 2822 2812 2824 2810 2810 2797 2823 2795 2801 2812 2818 2811 2801 2815 2818 2818 2814 2797 2816 2803 2802 2809 2824 2805 2828 2816 2818 2801 2821 2810 2808 2823 2820 2810 2809 2806 2815 2810 2824 2824 2806 2816 2810 2822 2818 2807 2802 2814 2816 2822 2806 2814 2816 2807 2813 2809 2813 2814 2821 2811 2828 2807 2809 2820 2811 2824 2820 2823 2820 2815 2815 2818 2797 2825 2815 2821 2811 2813 2820 2825 2824 2822 2807 2827 2813 2821 2805 2814 2831 2807 2810 2820 2827 2842 2802 2826 2815 2817 2836 2829 2821 2823 2812 2812 2825 2816 2813 2819 2826 2827 2818 2819 2824 2815 2824 2807 2824 2816 2818 2838 2836 2832 2814 2829 2827 2830 2837 2825 2816 2817 2817 2821 2818 2815 2835 2815 2818 2811 2825 2816 2821 2822 2821 2807 2835 2832 2817 2838 2819 2820 2828 2813 2838 2826 2836 2829 2837 2825 2827 2822 2837 2823 2830 2822 2824 2840 2835 2824 2817 2842 2811 2823 2811 2831 2820 2817 2830 2824 2833 2819 2807 2836 2834 2841 2823 2821 2821 2835 2823 2823 2823 2820 2826 2835 2825 2813 2822 2831 2836 2824 2840 2816 2825 2824 2817 2829 2809 2827 2828 2831 2823 2824 2832 2819 2840 2838 2840 2832 2823 2828 2826 2849 2835 2833 2823 2836 2822 2835 2823 2817 2816 2821 2831 2815 2831 2833 2835 2833 2820 2828 2835 2821 2841 2836 2833 2829 2825 2820 2829 2833 2826 2816 2825 2836 2825 2828

Tree=0
num_leaves=24
num_cat=0
split_feature=98 114 7 98 121 101 101 98 98 7 29 5 136 115 84 86 82 131 43 75 40 19 59
split_gain=143.238 21.7609 14.9259 9.63004 9.60701 7.17592 6.25313 5.89641 5.31817 4.69585 4.29979 4.27217 4.07733 3.92186 3.47802 3.32234 3.27608 3.07736 2.9993 2.93618 3.02355 2.65814 2.50568
threshold=0.012636432424187662 0.00096484774257987748 0.0012357163941487672 0.0051502294372767219 0.04273676127195359 0.0049928687512874612 0.0072436286136507997 0.034632634371519096 0.0022975050378590827 0.0015833032084628942 0.021960759535431865 0.0014881226234138014 0.0044099434744566688 0.013032016810029747 0.000490355829242617 0.00017767510871635753 0.00085274505545385193 0.00082683752407319855 0.0022975050378590827 0.0054799309000372895 0.015675474889576439 0.010180860292166473 0.0030382014811038975
decision_type=2 2 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 13 6 8 12 -6 15 11 -4 -5 14 19 -2 -1 -10 -7 -19 20 -3 -9 -8
right_child=2 3 10 9 7 17 22 21 16 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.24835561039253673 0.25965950129137527 0.24715150818507323 0.25043500734188767 0.24829170598618083 0.25871352783491425 0.25826067949058712 0.26051965897142332 0.27307147803917697 0.2473556557183787 0.24525727511621681 0.265463700545641 0.25886680962726755 0.26993206895242672 0.24085147351634265 0.2535907577086165 0.24282052896905085 0.25348532086785908 0.24550587486834355 0.25734697001315954 0.24209396334077707 0.24025986964733859 0.26267156908634892 0.26777258400672777
leaf_weight=1195.3781592845917 730.09645760059357 1028.5689300298691 385.41697263717651 195.38336038589478 124.54799294471741 334.05761659145355 188.20822179317474 331.7930680513382 307.38650381565094 320.90726017951965 54.298169612884521 186.82198941707611 72.680720686912537 1107.9745382070541 348.91580998897552 350.6236469745636 749.45491552352905 123.74730467796326 94.177303910255432 741.66317701339722 188.28584969043732 75.404390096664429 324.207603931427
leaf_count=613 271 557 190 97 46 130 72 91 167 183 19 69 19 744 147 217 311 67 39 476 129 23 103
internal_value=0.250779 0.247003 0.260699 0.244439 0.262383 0.250067 0.260514 0.268234 0.248969 0.249717 0.252291 0.253461 0.258469 0.243229 0.257697 0.2471 0.251702 0.255245 0.250623 0.244574 0.246085 0.271146 0.265109
internal_weight=0 6924.43 2635.57 3769.61 2195.85 3154.83 1664.11 531.745 2602.84 703.113 439.715 382.205 1151.69 3066.49 1079.01 1546 1056.84 551.982 217.925 1958.52 1216.85 407.197 512.416
internal_count=4780 3799 981 2255 772 1544 612 160 1308 349 209 166 437 1906 418 830 478 236 106 1162 686 114 175
is_linear=0
shrinkage=1


Tree=1
num_leaves=24
num_cat=0
split_feature=43 98 75 98 7 58 131 8 75 5 98 5 71 101 89 60 31 121 51 101 149 114 121
split_gain=86.9919 33.8066 28.512 18.4557 8.96593 8.3716 7.02572 6.59833 5.85052 6.14061 4.09294 3.92377 3.89207 3.29675 3.10927 2.92254 2.86557 2.96469 2.64889 2.37038 2.4458 2.35449 2.35329
threshold=0.0032328735105693345 0.019431582652032379 0.0015349716995842757 0.0051502294372767219 0.0020292587578296666 0.0053125319536775359 0.0015349716995842757 0.0031340263085439806 0.0048403022810816774 0.014740333426743748 0.0084566329605877417 0.0014881226234138014 0.10522961243987085 0.0060143163427710542 0.00017767510871635753 0.002945306478068233 0.00039601318712811922 0.00017767510871635753 0.0068083447404205808 0.0049928687512874612 0.028020657598972324 0.000490355829242617 0.00099512818269431613
decision_type=2 2 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 3 11 7 14 15 12 9 19 -7 16 -3 -8 21 22 17 -1 -12 20 -2 -4 -5
right_child=1 4 5 6 -6 10 13 -9 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0045133581321828735 -0.0012044039317831948 0.012970482966445904 -0.0019687555291897007 0.003740136274725807 -0.0015270668450391711 -0.0036728772637632033 -0.0046401702504148823 0.0098312803545156421 -0.004658628314369335 0.011689552435862961 0.00084909375289015385 0.0013194067312413029 0.020333072594869203 0.0061349487024029451 -0.0092333169474449646 0.013518916477661864 -0.0081683334640368695 0.00098603946347475681 0.014881840909914521 0.0060291748754707393 0.0044511966008378874 -0.0071062835441303334 0.010381345576977008
leaf_weight=756.15097045898438 580.75153768062592 342.73654103279114 300.45534193515778 332.96415627002716 106.36062324047089 729.25584375858307 195.62733709812164 634.24014925956726 278.25566112995148 187.9154497385025 107.45408356189728 479.35029983520508 376.87556445598602 111.41759932041168 1482.6720517873764 194.74902093410492 309.30948495864868 362.58295238018036 48.948421478271484 269.20633673667908 284.96280908584595 865.21530032157898 222.54242658615112
leaf_count=424 285 109 152 139 54 398 107 217 157 60 45 219 109 46 979 71 192 169 15 109 109 535 80
internal_value=0 0.00694929 -0.00327356 0.000342319 0.0124512 -0.00630695 0.00564098 0.0135494 0.00193144 0.00331765 -0.00209876 -0.00259482 0.0168264 -0.000730196 -0.00771425 0.00824841 -0.00390871 -0.002731 0.00524084 0.00193146 0.000657221 -0.00578207 0.00640068
internal_weight=0 3061.3 6498.7 2964.69 1460.21 3534 1057.3 1353.85 1601.09 1322.84 885.658 1907.39 719.612 307.045 2648.34 750.256 1428.04 1118.73 156.403 1134.92 865.714 1165.67 555.507
internal_count=4780 1209 3571 1447 489 2124 443 435 720 563 458 1004 218 153 1666 290 785 593 60 503 394 687 219
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=24
num_cat=0
split_feature=43 98 98 147 7 5 8 60 3 98 101 149 101 20 97 5 5 86 124 34 92 110 35
split_gain=78.5102 30.5104 28.7008 15.1843 8.09175 6.32688 5.95499 5.49753 5.19716 4.60245 4.25177 4.16537 3.81545 3.59739 3.48975 3.35267 3.35074 2.96709 2.93251 2.92722 2.88576 3.2138 2.80543
threshold=0.0032328735105693345 0.019431582652032379 0.010180860292166473 0.0038949446752667431 0.0020292587578296666 0.014740333426743748 0.0031340263085439806 0.018276390619575981 0.00050559637020342063 0.15615913271903994 0.010829726699739696 0.0019071503775194289 0.14610802382230761 0.00017767510871635753 0.00082683752407319855 0.0014881226234138014 0.0022975050378590827 0.00017767510871635753 0.00899649551138282 0.015200819820165636 0.002945306478068233 0.0058306583669036635 0.0042751494329422721
decision_type=2 2 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 7 6 14 9 12 10 -3 13 -5 15 -4 -2 17 -9 -1 20 -7 -13 -22 -16
right_child=1 4 8 11 -6 19 -8 16 -10 -11 -12 18 -14 -15 22 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.0025946714226589649 0.0019963885589087804 0.013711317318083198 0.0082184725927780429 -0.0083721929712670517 -0.0014507134678934676 0.014353624509710963 0.0093397163543336489 -0.00024122302983958519 -0.0012573709591279791 0.023017149852691071 0.013652569466811102 -0.0053816694063311341 0.013365791679437465 -5.5204423022873683e-05 -0.0079654229751516641 0.00011433280035518085 0.013386420231424513 -0.0068911581507995652 -0.0092880001699621826 0.0014346535941266812 -0.00060683141057067485 0.014343495956991723 0.0015706708529482274
leaf_weight=1351.2239527702332 1084.3908482789993 543.78238439559937 313.99606108665466 1997.3125004768372 106.36062324047089 134.95471715927124 634.24014925956726 91.746406555175781 261.91364467144012 175.8297210931778 178.79736721515656 254.18179452419281 37.106669545173645 225.90043544769287 184.02956187725067 726.60093247890472 88.729965090751648 571.90626442432404 176.10253036022186 64.948870539665222 178.14306497573853 45.033701062202454 132.76779651641846
leaf_count=704 477 169 115 1299 54 42 217 47 133 49 63 139 14 110 116 343 31 353 114 25 90 16 60
internal_value=0 0.00660182 -0.00310988 -0.00451062 0.0118287 0.00183487 0.0128719 -0.00198876 0.00477237 0.0159851 0.00696978 -0.00723849 -0.00255618 0.00475665 0.000647684 -0.00277915 0.00645871 -0.00387237 -0.00377333 0.0101562 -0.00173891 0.00240992 -0.00396891
internal_weight=0 3061.3 6498.7 5518.09 1460.21 1601.09 1353.85 2867.31 980.608 719.612 718.694 2650.77 2686.84 539.896 1401.19 2649.73 180.476 1923.13 653.461 199.904 477.359 223.177 316.797
internal_count=4780 1209 3571 3150 489 720 435 1492 421 218 288 1658 1414 225 653 1400 78 1057 359 67 245 106 176
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=24
num_cat=0
split_feature=98 147 75 5 101 121 117 114 129 60 149 5 10 131 101 117 142 71 71 77 65 117 123
split_gain=106.688 20.5145 11.3323 10.6049 8.44302 6.6775 4.66836 4.45849 4.39939 4.22955 3.37753 3.18751 3.00434 3.00138 3.00431 2.97071 2.85941 2.78951 2.66514 2.77315 2.63615 2.62328 3.16226
threshold=0.012636432424187662 0.0027679565828293566 0.0005375427135732026 0.0014881226234138014 0.028020657598972324 0.04273676127195359 0.04673989117145539 0.0054799309000372895 0.0063990866765379914 0.018276390619575981 0.0019071503775194289 0.000490355829242617 0.014740333426743748 0.00017767510871635753 0.00096484774257987748 0.04673989117145539 0.0033348383149132137 0.0027679565828293566 0.055838862434029586 0.00017767510871635753 0.00087947337306104611 0.022641776129603389 0.00047558375808876013
decision_type=2 2 2 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 6 8 21 16 10 13 -5 -3 -7 15 -4 -15 -12 20 -18 19 -8 -1 22 -2
right_child=2 7 4 9 -6 11 18 -9 -10 -11 12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-5.6800457849491066e-05 0.0085761762467159858 -0.0061917749125820574 0.0090128675924516805 0.0023567032265390648 0.016581979514860221 0.010261317277544119 0.0098681343370713732 -0.0081829648207401313 -0.0051613476250287876 0.012262767106248651 -0.0015447200510087633 0.019386615456082154 -0.0078968196778457563 -0.0040514566472285348 0.0044616270429176678 0.010656464889946357 -0.0095893236577011647 -0.0036150834980009984 0.013157995702160325 -0.0033349801093257568 -0.0069707238495148247 0.012516082044755196 -0.0022649303652038516
leaf_weight=799.52562987804413 594.70258235931396 1227.7782899141312 259.60030078887939 1023.1127214431763 133.66607546806335 139.11341428756714 59.550327062606812 1383.6529159545898 135.88182866573334 120.43809115886688 614.23625886440277 306.62574112415314 175.95614433288574 133.01177322864532 469.25631046295166 54.298169612884521 252.28764593601227 866.37751877307892 60.887764096260071 119.73499357700348 166.59408509731293 387.86783277988434 75.843548178672791
leaf_count=372 211 757 92 441 43 51 19 903 80 39 312 82 108 70 182 19 169 475 20 64 101 129 41
internal_value=0 -0.0032587 0.00856157 -0.000542139 0.00478128 0.0114051 -0.00248112 -0.00598515 0.00320037 0.0034 -0.00451767 0.0165386 -0.00208373 0.00451867 0.0025815 -0.000553743 -0.00324158 -0.00496243 0.00411994 0.00105049 -0.00124901 0.00924315 0.00734997
internal_weight=0 6924.43 2635.57 3468.51 1131.42 1504.15 2324.96 3455.92 997.75 1143.55 2072.27 445.739 844.491 861.868 602.268 668.534 2084.78 1118.67 240.173 179.285 966.12 1058.41 670.546
internal_count=4780 3799 981 1700 467 514 1220 2099 424 480 1196 133 439 344 252 331 1117 644 103 83 473 381 252
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=24
num_cat=0
split_feature=71 147 101 149 101 98 5 75 43 43 131 98 8 98 8 29 114 91 5 82 43 135 115
split_gain=73.2938 18.6234 13.1019 14.8506 6.9475 6.73615 6.27934 5.9443 5.06762 4.34473 4.07698 3.90553 3.75658 3.8201 3.18724 3.16457 3.06909 2.9526 4.08977 2.74032 2.70554 3.44327 2.80403
threshold=0.02129978779703379 0.0038949446752667431 0.0049928687512874612 0.016164712607860569 0.010829726699739696 0.034632634371519096 0.0014881226234138014 0.00017767510871635753 0.0017376682371832433 0.0081988852471113222 0.00082683752407319855 0.15615913271903994 0.010829726699739696 0.012636432424187662 0.0031340263085439806 0.010180860292166473 0.00040826165059115743 0.0011261500185355546 0.0026833302108570938 0.0070226341485977182 0.0014881226234138014 0.00085274505545385193 0.00017767510871635753
decision_type=2 2 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 -2 9 8 -4 10 -1 19 13 -6 -10 -3 -7 18 -9 -5 -8 22 -22
right_child=2 15 7 11 12 16 20 17 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.0022584695394919441 -0.0013230230596635501 -0.0071674882712807648 0.0036250136789355066 0.0043195959939186348 0.0045446606895548471 0.010068484291407569 -0.00084794122316474369 -0.0051865264633892023 0.019729778366743524 0.0027361573957809661 -0.0073645412369068826 0.017464249763692586 -0.0058697229465793045 0.017166447807595315 0.010664093977054314 -0.002898117900994525 -0.00011442006663286605 0.0089055569007050802 0.0096568873631334221 0.010246114149150536 0.016210714097432157 0.00057177334088307527 0.0040629667754595823
leaf_weight=1046.9026857614517 1161.7958474159241 2272.6493108272552 95.612331628799438 376.36764824390411 273.3162385225296 225.11970996856689 414.64540600776672 102.5434935092926 263.07586312294006 264.10056531429291 623.91992270946503 109.73859488964081 63.904205560684204 76.790622472763062 153.53244960308075 536.49856209754944 110.22654831409454 492.79342830181122 84.766449332237244 404.86415147781372 89.872220754623413 216.19680881500244 100.76689839363098
leaf_count=555 582 1444 44 142 116 78 204 59 73 115 386 31 36 26 50 301 51 178 30 126 24 89 40
internal_value=0 -0.00338772 0.00565772 0.00352055 -0.000761125 0.000478859 -0.00166824 0.00993828 0.0140063 -0.00322321 -0.00416518 0.00863165 0.00527824 0.00731306 0.0163888 -0.00635211 0.00672142 0.00687445 0.00153081 0.00739094 0.00199436 0.00489121 0.00978973
internal_weight=0 5979.56 3580.44 2388.11 3170.42 1497.14 2756.4 1192.32 512.221 1934.92 1670.82 890.97 414.011 350.107 416.608 2809.15 335.346 680.103 187.31 781.232 821.481 406.836 190.639
internal_count=4780 3336 1444 1010 1591 711 1413 434 167 1056 941 299 178 142 123 1745 129 267 89 268 357 153 64
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=24
num_cat=0
split_feature=98 147 7 5 101 58 8 60 82 71 98 54 18 75 29 121 95 29 39 121 20 94 132
split_gain=88.0734 16.8942 9.78446 8.841 6.33919 4.58325 4.41707 3.65693 3.55808 3.62503 2.85101 3.78835 2.79875 2.71501 2.6815 2.57348 2.54952 3.65565 2.47325 2.41465 2.38131 2.24653 2.27678
threshold=0.012636432424187662 0.0027679565828293566 0.0012357163941487672 0.0014881226234138014 0.0072436286136507997 0.0053125319536775359 0.0035485138650983576 0.018276390619575981 0.00073092587990686308 0.10522961243987085 0.034632634371519096 0.0012745757703669371 0.0021592099219560628 0.00077738583786413084 0.0027679565828293566 0.02129978779703379 0.0042751494329422721 0.018276390619575981 0.00040826165059115743 0.0035485138650983576 0.00080172589514404546 0.028884131461381916 0.0020292587578296666
decision_type=2 2 2 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 6 14 10 -5 18 13 11 -2 15 -10 -3 -6 17 -4 -1 -13 -8 22 -16
right_child=2 5 16 7 12 -7 20 -9 9 -11 -12 19 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0015915881773941776 0.012998748778593708 -0.0083444355584319681 -0.0033237345349325974 0.0021337144249580064 0.01169913426237231 -0.002276663332331575 0.006620505415252673 0.011344827462183597 0.0016381902744276638 0.010900486310863192 0.011961654828102491 -0.006625267813163806 0.0039505239142636952 -0.0033033687174619042 -0.0042093593367272019 0.018372277594556272 0.0075592636635622521 0.012007657190889386 -0.0062958564091616254 0.0053037493358786113 0.00038570060590729959 0.0064290597197973007 -0.0086719351233196518
leaf_weight=492.07036793231964 124.40160691738129 1109.3607705831528 284.60127890110016 1023.1127214431763 381.32703363895416 862.12123095989227 393.51035296916962 120.43809115886688 515.02194166183472 67.526153922080994 526.78606569766998 58.603252768516541 74.262134432792664 603.87832999229431 1050.6998527050018 232.60758340358734 110.08016228675842 45.033701062202454 646.46117091178894 153.6300402879715 250.72619497776031 41.118980646133423 392.62094378471375
leaf_count=256 40 747 148 441 130 462 145 39 228 23 172 34 30 318 603 62 45 16 395 54 105 17 270
internal_value=0 -0.0029608 0.0077789 -0.000495568 0.00914218 -0.005435 0.00732712 0.00310382 -0.00226596 -0.000349841 0.00966487 0.00607073 0.0131185 -0.0010288 -0.00648477 0.0142275 0.000970936 -0.00122921 -0.00426268 0.00200983 0.00419402 -0.00509499 -0.0054233
internal_weight=0 6924.43 2635.57 3468.51 2195.85 3455.92 1507.66 1143.55 2324.96 1186.43 863.421 336.635 688.197 1118.9 2593.8 613.935 439.715 329.635 1138.53 212.233 644.237 1484.44 1443.32
internal_count=4780 3799 981 1700 772 2099 550 480 1220 569 300 128 222 546 1637 192 209 164 651 88 250 890 873
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=24
num_cat=0
split_feature=71 98 75 5 124 82 101 115 43 117 142 19 131 87 53 149 60 115 121 31 147 71 101
split_gain=61.0208 27.5472 10.9168 7.77683 7.49463 6.73601 5.33074 4.6154 3.84108 3.75413 3.74998 3.56271 3.25017 3.23473 3.16234 2.94219 2.6539 2.54217 2.39936 3.55045 2.29366 2.66575 2.44267
threshold=0.015200819820165636 0.012636432424187662 0.0054799309000372895 0.0053125319536775359 0.00017767510871635753 0.00085274505545385193 0.0042751494329422721 0.015675474889576439 0.11438806727528573 0.04673989117145539 0.0049928687512874612 0.014293605927377941 0.00040826165059115743 0.00038414125447161501 0.00244467705488205 0.02129978779703379 0.002945306478068233 0.0014427106943912806 0.00017767510871635753 0.00039601318712811922 0.0022975050378590827 0.10522961243987085 0.013860232196748258
decision_type=2 2 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 7 8 -2 12 18 -3 20 17 14 -6 -12 -8 -14 -15 -5 -1 -20 22 -22 -7
right_child=1 4 -4 10 6 9 11 -9 -10 -11 13 -13 15 16 -16 -17 -18 -19 19 -21 21 -23 -24
leaf_value=-0.0038913858465410081 -0.0043357808734712632 0.0095349144841368229 -0.0068852265292351656 0.0022822673368218479 0.0066136877620788584 0.001705485898762273 0.0022253366674305458 -0.0082144871760664855 0.016957724420264785 0.0086542280380634395 0.013786261523795626 -6.3014689960546978e-05 -0.0047903826534396845 -0.0036850086610423676 0.013730598514545361 0.0043936410304967711 0.0082026292008614953 -0.0093289350958892341 0.0011458509608118378 -0.0038777479178412596 -0.0031191208979085231 0.0090729621992707617 0.010783976111571558
leaf_weight=1231.5177917480469 592.52453148365021 1051.1412340402603 1703.6618971824646 147.18683183193207 223.87986361980438 662.11118280887604 75.599571466445923 371.12436056137085 208.92407953739166 185.43575704097748 115.03954768180847 85.059221386909485 214.3026602268219 81.193296313285828 284.42606031894684 147.04044580459595 111.32000863552094 69.351544380187988 866.15350484848022 592.18296408653259 407.01114654541016 50.383449196815491 83.429012298583984
leaf_count=695 337 352 1103 59 81 283 31 250 60 66 33 42 119 45 87 53 42 44 412 323 214 20 29
internal_value=0 0.00444506 -0.0035899 -0.00202393 0.00817935 0.000127354 0.0050163 -0.00298753 0.0107656 0.00203212 0.00360401 0.00914031 0.00187984 0.00715287 0.0113147 -0.00105315 0.00318897 -0.0014365 -0.00226635 -0.000894069 0.0010113 -0.00177612 0.00272141
internal_weight=0 4271.27 5288.73 3585.07 2290.37 1980.9 1030.31 3060.98 1260.07 1388.37 524.091 445.085 585.223 307.553 360.026 361.343 192.513 216.538 2689.85 1458.34 1202.93 457.395 745.54
internal_count=4780 1774 3006 1903 825 949 413 1680 412 612 223 160 253 120 118 172 87 103 1430 735 546 234 312
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=24
num_cat=0
split_feature=149 50 98 144 117 144 5 75 5 7 10 39 101 34 51 96 5 17 121 80 101 83 101
split_gain=50.3756 22.3369 12.0845 9.7853 6.55707 4.90155 4.66505 4.07849 3.84496 3.48948 3.62454 3.23502 2.98372 2.96798 3.19964 2.95383 2.9238 2.82156 2.81944 2.81878 2.70889 2.62522 2.58696
threshold=0.012636432424187662 0.018276390619575981 0.034632634371519096 0.00017767510871635753 0.022641776129603389 0.00017767510871635753 0.00075379351619631063 0.0054799309000372895 0.02129978779703379 0.0012357163941487672 0.010500331409275534 0.00040826165059115743 0.018276390619575981 0.015200819820165636 0.0011261500185355546 0.0048403022810816774 0.0026833302108570938 0.000490355829242617 0.0035485138650983576 0.0098710241727530974 0.0060143163427710542 0.030689206905663017 0.00055427959887310873
decision_type=2 2 2 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 6 5 12 18 8 -5 10 21 20 17 14 -8 -7 22 -3 -1 -17 -4 -2 -6
right_child=2 4 11 7 16 15 13 -9 -10 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0034038942386872559 0.0061232990056972704 0.006579421770145282 0.011490786278871694 -0.004077530058251135 -0.0025563065073733512 -0.0047347431049226812 3.5201324877048173e-05 -0.0068663571153400275 0.0043188818065677008 -0.0001807836261260053 0.0014132918181152733 0.0083623239749057304 0.015337644575874857 -0.0035039263871763462 0.0073082044272182733 -0.0015425337413079799 0.012905175213216508 -0.0021022622329456915 0.0035943575255612059 0.012798784238503516 0.019906071185764866 0.014481333824378002 0.0070920448705404596
leaf_weight=1090.0422382354736 429.03560876846313 231.95328116416931 265.94591856002808 2082.675586938858 86.445453763008118 390.21000921726227 273.60901057720184 1551.8284147977829 145.89819014072418 401.27103567123413 344.805908203125 439.49112832546234 56.875452995300293 164.86628532409668 338.06992769241333 97.047359347343445 170.772745013237 156.8904584646225 165.81335961818695 52.960732579231262 149.32495713233948 120.29170513153076 353.87519538402557
leaf_count=601 148 89 83 1192 45 225 128 1015 60 194 140 146 17 84 133 49 57 80 69 18 39 33 135
internal_value=0 -0.00195516 0.00673782 -0.0033941 0.00328221 0.000759905 -0.000596221 -0.00489828 -0.00352784 0.00369295 0.00543142 0.0113524 0.0046411 0.00245013 0.00405493 -0.00244237 0.00735169 0.00307654 -0.0024799 0.0035207 0.0145168 0.00795354 0.00519784
internal_weight=0 7409.83 2150.17 5812.8 1597.03 985.937 2032.4 3780.4 2228.57 1295.4 894.133 854.762 445.719 776.545 611.679 540.218 611.093 388.844 1255.86 150.008 415.271 549.327 440.321
internal_count=4780 3997 783 3282 715 478 1015 2267 1252 515 321 268 186 345 261 292 237 169 670 67 122 181 180
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=24
num_cat=0
split_feature=43 71 75 98 124 7 60 5 1 73 58 5 101 87 39 26 50 59 127 144 121 149 94
split_gain=45.8962 18.3176 14.1485 10.2675 8.29166 5.62887 3.84261 3.43669 3.2057 3.12811 3.2483 3.11816 2.79878 3.57674 2.76306 2.7381 2.71707 2.58411 2.36996 2.36784 2.36016 2.34709 3.45408
threshold=0.0022975050378590827 0.10522961243987085 0.0015349716995842757 0.0051502294372767219 0.000490355829242617 0.0020292587578296666 0.0022272822679951791 0.000490355829242617 0.0053125319536775359 0.00899649551138282 0.0062037324532866487 0.010829726699739696 0.0087224207818508166 0.0034400182776153092 0.00244467705488205 0.0026833302108570938 0.012636432424187662 0.0049928687512874612 0.00044738779251929378 0.00044738779251929378 0.029773407615721229 0.0019071503775194289 0.028884131461381916
decision_type=2 2 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 8 11 6 -6 -3 -1 10 14 16 13 19 21 -11 -2 -14 -18 -5 -9 22 -4
right_child=1 7 9 12 5 -7 -8 20 -10 15 -12 -13 17 -15 -16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0014149995957663923 0.001545187285278444 0.0060215499833446385 -0.0049322467544565219 0.0061533245113511471 6.6225580217195467e-05 -0.0035185638626104528 0.0069767850629621642 0.010690544770931077 -0.0080320994779642316 -0.0074342198532254492 -0.00033337445765070644 0.0097552885605310859 0.0033134805390416752 -0.0056093890650109647 -0.0064735921802147782 0.0084505458210663593 0.0090313142251171579 0.013502147088688283 0.0013355060426943318 -0.0011365475482200749 0.017407973391953366 0.0036389690947968133 0.0097089259080384571
leaf_weight=1594.5598649978638 492.38310277462006 198.7613320350647 515.68511366844177 420.06391227245331 515.11953234672546 616.35442137718201 330.04530549049377 288.43837141990662 206.76599144935608 1058.4893679618835 529.03065145015717 334.61432814598083 115.38111507892609 110.42172968387604 1017.7319175004959 27.842200994491577 346.79764747619629 135.10110318660736 140.59723734855652 151.58950567245483 239.19717788696289 131.33276879787445 43.696264028549194
leaf_count=829 215 74 309 157 232 345 127 90 133 707 264 99 47 59 651 11 114 48 58 78 63 55 15
internal_value=0 0.00455623 -0.00263423 3.01783e-05 0.00270649 0.000115008 0.00276487 0.011625 -0.00217455 -0.00482574 -0.00375694 0.00558805 0.00428882 0.00262889 -0.00481707 -0.0070271 0.00416485 0.00880888 0.00681133 0.00422022 0.0137358 -0.00237627 -0.00378855
internal_weight=0 3502.31 6057.69 2733.88 2775.91 1461.52 845.165 726.397 1801.33 3323.81 2237.48 1314.39 932.557 682.075 1708.45 1086.33 979.778 250.482 487.395 571.653 527.636 690.714 559.381
internal_count=4780 1417 3363 1351 1190 704 359 227 962 2012 1294 486 389 294 1030 718 387 95 172 235 153 379 324
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=24
num_cat=0
split_feature=98 115 8 121 5 110 147 5 129 72 110 94 36 115 82 72 8 82 149 94 12 136 104
split_gain=60.0865 10.2903 6.83478 6.52401 5.7069 3.86381 3.86222 4.13951 3.62207 3.14472 2.83395 2.34792 2.31812 2.26828 2.49959 2.20833 2.19308 2.16752 2.13858 2.10192 2.07302 2.06107 2.03458
threshold=0.012636432424187662 0.0011980500421486797 0.0035485138650983576 0.0053125319536775359 0.00075379351619631063 0.0016846025246195497 0.013032016810029747 0.0026833302108570938 0.007706565549597145 0.0042751494329422721 0.00017767510871635753 0.0070226341485977182 0.00042089859198313212 0.013032016810029747 0.0049928687512874612 0.0033348383149132137 0.0084566329605877417 0.00073092587990686308 0.0019071503775194289 0.028884131461381916 0.0025217677466571335 0.0020292587578296666 0.0070226341485977182
decision_type=2 2 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 10 16 7 15 11 13 20 -4 -8 -3 -15 -2 -6 -12 19 -11 21 -1 -9
right_child=2 3 8 -5 5 -7 12 22 -10 18 17 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0010971035832115228 0.0085397586201302247 -0.0020883582012121318 0.0030250494328628239 0.00157897683341145 0.0064443164291762391 -0.0018975101526508031 0.0075908517162752197 0.014712038377761624 -0.0053036233772102287 -0.0074967365908001947 -0.0063492113148752296 0.0076974478121288733 -0.0088329219077160192 -0.0074413193819460712 0.0065986178925138781 0.0014891990820458556 -0.00027767939848268459 -0.0014293505009041311 -0.0035697653040040293 0.0012846548366182904 0.0084324433238387401 0.010654185485285211 0.0071133897857005137
leaf_weight=612.70364046096802 593.36514532566071 1345.1223117113113 794.34223055839539 474.24452841281891 555.36019682884216 287.08097159862518 39.781543612480164 405.90881645679474 99.868619441986084 1344.5545071363449 411.95056915283203 406.44556522369385 46.712705492973328 387.07601428031921 34.529386162757874 136.63372159004211 155.260249376297 490.34256815910339 640.3794926404953 71.782441735267639 74.310929775238037 39.73274827003479 112.51105964183807
leaf_count=303 210 723 321 225 213 142 16 115 57 915 255 137 31 258 16 57 67 239 361 36 32 14 37
internal_value=0 -0.00244554 0.00642517 -0.00395244 1.99395e-05 0.00299796 0.0089385 0.0096464 0.00384564 -0.00463853 -0.00180394 0.00460657 -0.00127909 -0.00309137 -0.00629145 0.00722011 0.00497566 -0.00367556 -0.00596755 -0.00705168 0.000519773 -0.000381461 0.0130629
internal_weight=0 6924.43 2635.57 4297.69 2626.74 997.701 1334.91 1248.42 1300.66 3823.44 1629.04 1200.79 86.4942 1766.73 421.605 729.999 710.62 902.293 2056.72 1416.34 726.747 652.436 518.42
internal_count=4780 3799 981 2534 1265 422 466 419 515 2309 843 458 47 997 274 267 280 494 1312 951 349 317 152
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=24
num_cat=0
split_feature=98 147 98 43 18 7 110 71 82 26 28 29 82 24 148 54 129 109 108 133 101 23 142
split_gain=54.2281 10.8173 6.54518 5.12116 4.70147 4.19668 4.1509 3.82336 3.79581 3.02608 2.99974 2.97627 2.90775 2.5746 3.32409 2.46719 2.23813 2.77505 2.23159 2.09145 2.53454 1.9727 1.92556
threshold=0.012636432424187662 0.0027679565828293566 0.15615913271903994 0.00046126570669002836 0.0081988852471113222 0.0012357163941487672 0.00017767510871635753 0.0068083447404205808 0.0013986918493174019 0.0031340263085439806 0.001792412775103003 0.011519505176693203 0.00085274505545385193 0.0022975050378590827 0.00087947337306104611 0.0020292587578296666 0.0063990866765379914 0.010500331409275534 0.028884131461381916 0.0048403022810816774 0.0049928687512874612 0.030689206905663017 0.036783467978239066
decision_type=2 2 2 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 22 5 13 10 -3 -4 -9 15 16 -8 14 21 -5 17 -7 19 20 -15 -2 -1
right_child=2 7 8 6 -6 11 12 9 -10 -11 -12 -13 -14 18 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0021940709373143119 0.010793521834190464 -0.0056310023242747151 0.0034042302597705383 0.010559623702057239 -0.0046754285946219217 0.0039082891267633981 -0.0044055734209695182 -0.0027986228324987737 0.015044590595912455 0.0075014276689405694 -0.002835851588300034 0.008650878173024892 0.00099556582757513723 0.0079829367921249225 0.0020382495101441966 0.0035058283036425333 -0.009719935614386159 -0.0089091150980512047 -0.00019111256400596439 0.0062568115162319349 0.015038911440726534 0.00033073989374596084 -0.010233082403295766
leaf_weight=1358.2039099931717 234.18899714946747 2110.4091042280197 92.791071534156799 199.90358769893646 117.01132416725159 172.4029541015625 324.9683666229248 1269.9618983268738 285.5683159828186 75.550776124000549 111.71037137508392 94.079713225364685 1068.5855805873871 284.67003703117371 494.57002341747284 326.32576644420624 65.436823964118958 55.928378701210022 70.347414016723633 382.61567533016205 230.17668604850769 55.781992673873901 78.81119430065155
leaf_count=721 73 1360 36 67 60 70 188 710 80 29 58 35 475 97 197 136 45 32 31 129 70 26 55
internal_value=0 -0.00232326 0.00610391 -0.000350625 0.00508377 0.00561733 0.00126524 -0.00430308 0.0121898 -0.00222027 0.00460569 0.000911075 -0.000263947 0.00665897 0.00453033 0.00618542 -0.00156761 0.000768743 0.00838452 0.00905672 0.0111375 0.00878079 -0.00263496
internal_weight=0 6924.43 2635.57 3468.51 2257.21 2140.2 2031.49 3455.92 378.359 1345.51 637.94 387.848 1393.55 1752.35 784.541 526.229 293.768 228.331 967.81 897.462 514.847 289.971 1437.02
internal_count=4780 3799 981 1700 865 805 924 2099 116 739 261 182 663 623 296 203 147 102 327 296 167 99 776
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=24
num_cat=0
split_feature=98 147 71 101 129 121 71 18 148 101 133 26 117 25 58 25 124 5 114 24 58 53 43
split_gain=48.9408 9.76258 6.18498 4.77412 3.97118 3.45559 3.45058 3.25043 2.81433 2.9415 2.76342 2.73104 2.58194 2.58073 2.28996 2.37467 2.27634 2.26441 2.19289 2.12125 2.06912 1.99118 1.97885
threshold=0.012636432424187662 0.0027679565828293566 0.10522961243987085 0.0011261500185355546 0.0092791137285530585 0.029773407615721229 0.0068083447404205808 0.0081988852471113222 0.0005893622583243997 0.028020657598972324 0.00017767510871635753 0.0031340263085439806 0.034632634371519096 0.00042089859198313212 0.0027679565828293566 0.00090704852482303988 0.0012745757703669371 0.0014881226234138014 0.0014881226234138014 0.0026012937305495147 0.017188700847327713 0.040252277627587325 0.00046126570669002836
decision_type=2 2 2 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 7 12 18 8 -2 14 -5 -8 16 21 15 -10 -4 -15 -3 -11 -19 -1 -12
right_child=2 6 5 10 -6 -7 11 -9 9 19 22 -13 -14 17 -16 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0011347974624872697 0.010709769597746307 -0.0023927125808857496 0.0066631437004305285 0.011278008945678755 -0.0063904314364002434 0.01358304577778547 -0.0026586916906281635 -0.0042227472817943203 0.0026240782744504773 0.0037073383825394612 -0.0014847420512870383 0.0071263563314351314 0.01240159004935219 -0.0049487593256585319 0.0044249898869066105 -0.0088260749389667548 -0.0027761247839218563 -0.0025982349005873825 -0.0062280227287994849 0.014968991725064055 0.0069006945890682557 -0.0049826166786134957 0.0025389959830685836
leaf_weight=731.56031787395477 198.51735532283783 483.44023883342743 376.07487618923187 72.924697399139404 86.689430475234985 294.88157987594604 1269.9618983268738 98.336001038551331 125.98302066326141 70.298618674278259 441.44294202327728 75.550776124000549 162.79691815376282 800.48157393932343 971.16782128810883 70.688981413841248 76.937008500099182 183.49281311035156 1626.9688653945923 103.19779574871063 83.380216956138611 162.58177399635315 992.64444172382355
leaf_count=331 64 279 130 29 55 85 710 48 51 29 226 29 53 465 357 45 32 94 1081 32 27 98 430
internal_value=0 -0.0022071 0.00579871 -0.000333094 0.00403873 0.00913218 -0.00408793 0.00459062 0.00515345 0.00433111 0.00178322 -0.00210926 0.00700087 -0.00195905 0.00342863 -0.0014914 0.00506003 -0.00361901 -0.00534945 0.0104059 0.000369554 2.24686e-05 0.0013004
internal_weight=0 6924.43 2635.57 3468.51 1724.88 910.69 3455.92 1638.19 1539.85 1341.34 1507.01 1345.51 615.809 1961.5 1167.84 196.672 453.012 1067.35 2110.41 173.496 266.873 894.142 1434.09
internal_count=4780 3799 981 1700 681 300 2099 626 578 514 685 739 215 1015 453 96 162 586 1360 61 121 429 656
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=24
num_cat=0
split_feature=98 7 3 5 101 71 149 142 142 149 18 46 110 101 42 82 50 60 53 71 7 71 87
split_gain=44.5516 8.80806 6.57307 6.42255 5.73893 3.41797 3.28337 3.21563 2.88742 2.74383 2.67241 2.66739 2.70758 2.53102 2.48813 2.34269 2.65523 3.09439 2.33589 2.4575 2.25723 2.09584 1.92213
threshold=0.0072436286136507997 0.0012357163941487672 0.00064626874518580746 0.0026833302108570938 0.0042751494329422721 0.15819545835256579 0.012636432424187662 0.00899649551138282 0.0033348383149132137 0.0011980500421486797 0.0021592099219560628 0.012636432424187662 0.011519505176693203 0.0011261500185355546 0.022641776129603389 0.002945306478068233 0.018276390619575981 0.0054799309000372895 0.0020932231564074759 0.10522961243987085 0.00055427959887310873 0.0027679565828293566 0.0048403022810816774
decision_type=2 2 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 8 6 7 14 10 -1 -5 -6 12 13 -10 20 -3 -17 -18 -4 -20 22 -15 -2
right_child=1 15 18 9 5 -7 -8 -9 11 -11 -12 -13 -14 21 -16 16 17 -19 19 -21 -22 -23 -24
leaf_value=-0.0002550935832898316 0.0047038663614583261 -0.00303551359853717 -0.0061299796333441799 -0.0015498182276296967 0.005545252879701903 0.013564442232915275 0.0061669865630541512 0.010535310159964218 -0.0038246872496898463 0.005550405271951506 -0.0067091823017115847 -0.0077064047385851852 -0.0088206428700079425 -0.0059456835550068463 -0.0076980822096536523 -0.0016502826431726938 0.0019073336278575153 0.01547134531916212 -0.0034771804499116399 0.0093071458644623881 -0.0039679922207083275 0.0032039392364630786 -0.0034022651669941744
leaf_weight=1103.1437993049622 578.0478310585022 384.56748902797699 1093.0187541246414 194.19230937957764 369.5340770483017 269.76304829120636 868.38035106658936 354.67588365077972 509.79861676692963 454.59329843521118 50.578630566596985 317.67567455768585 145.48786461353302 77.278575897216797 63.953000903129578 186.11889183521271 115.42991042137146 66.139921545982361 1793.2613086700439 38.395311236381531 112.99901306629181 329.24461722373962 83.721784353256226
leaf_count=546 228 209 723 102 131 78 288 114 283 173 28 212 97 46 38 94 49 20 1062 13 57 148 41
internal_value=0 0.00448738 -0.00259629 -0.00100435 0.00579813 0.00871726 0.00401195 0.00702958 -0.00216192 0.00342519 0.0040699 -0.00368677 -0.00248417 -0.0014781 0.00178071 -0.000307172 0.00254642 0.00684826 -0.00430076 -0.00320919 0.00256314 0.00146463 0.00367834
internal_weight=0 3503.91 6056.09 3131.41 2751.65 1044.55 1707.1 774.789 2482.63 648.786 420.113 1379.49 1061.81 916.322 838.722 752.256 367.689 181.57 2924.68 1831.66 774.769 406.523 661.77
internal_count=4780 1375 3405 1607 1003 351 652 273 1332 275 159 786 574 477 364 372 163 69 1798 1075 326 194 269
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=24
num_cat=0
split_feature=98 98 30 101 60 121 7 131 136 84 58 71 121 131 82 80 135 46 68 5 147 98 110
split_gain=40.2078 7.66174 6.49073 5.0096 4.84463 4.7434 4.30299 4.20799 3.45013 3.71517 3.35935 2.88628 2.88533 2.8139 2.57662 2.55822 2.37058 2.33478 2.17026 2.15678 2.14731 2.38738 2.449
threshold=0.0072436286136507997 0.034632634371519096 0.00085274505545385193 0.0087224207818508166 0.0070226341485977182 0.04273676127195359 0.002945306478068233 0.0023699469165876512 0.0031340263085439806 0.000490355829242617 0.0070226341485977182 0.15819545835256579 0.0025217677466571335 0.00082683752407319855 0.0013986918493174019 0.0028552538715302949 0.02129978779703379 0.015200819820165636 0.0035485138650983576 0.0031340263085439806 0.00068727668258361529 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 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 12 10 8 15 19 9 14 20 -4 13 -2 17 18 -14 -3 -5 -6 21 -1 -23
right_child=1 5 11 6 7 -7 -8 -9 -10 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=-0.0053009355858690162 0.0017258059941575356 0.0051977870624679541 -0.00433557663508606 0.0081179130727139243 0.003776959401925475 0.011560214949824614 -0.0065219019297718429 -0.0036072712578447685 0.01494351254087572 -0.002012990514308261 0.0010232409301466822 0.010515003862354998 0.0036159652817323185 -0.0048265802190166057 0.0083090517645758085 0.011074822727060646 -0.004486030613716478 -0.005005011332462922 -0.0039377123323779146 0.012724672880303567 -0.0043879201221110426 0.0039513262025503105 -0.0021129620944131526
leaf_weight=242.53522396087646 327.80958950519562 181.47224128246307 2879.7880589962006 89.96981143951416 152.78055667877197 423.10031652450562 54.639737010002136 117.10891485214233 83.282626271247864 184.53747808933258 832.37601161003113 33.094358444213867 853.64858090877533 327.59444534778595 438.00730526447296 293.93450558185577 100.96207976341248 81.144500970840454 63.806614875793457 120.43809115886688 997.54393875598907 290.55653393268585 389.86844182014465
leaf_count=146 143 65 1788 28 73 120 33 64 23 83 373 11 330 188 139 100 48 43 32 39 577 123 211
internal_value=0 0.00426301 -0.00246648 0.00236534 -0.000890696 0.00714368 0.00672445 0.00432236 0.00521415 0.00429874 -0.00162985 -0.00416685 0.00100522 -0.00154931 0.00596119 0.00834107 0.00275908 0.00204528 0.00311566 0.00772122 -0.00277974 -0.0010416 0.000476623
internal_weight=0 3503.91 6056.09 2112.37 3143.21 1391.54 502.351 390.328 968.444 885.162 2752.88 2912.88 1610.01 655.404 700.624 447.711 954.611 262.617 153.776 273.219 1920.5 922.96 680.425
internal_count=4780 1375 3405 902 1606 473 193 176 353 330 1430 1799 709 331 247 160 378 108 60 112 1057 480 334
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=24
num_cat=0
split_feature=149 50 98 114 5 136 5 101 110 135 115 43 60 86 71 99 60 121 12 53 61 109 117
split_gain=27.1696 11.8848 6.68428 5.88622 5.83002 4.0443 3.77869 3.06922 3.05904 3.02665 2.97464 2.75383 2.71643 2.66704 3.15082 2.65695 2.60033 2.51958 2.22795 2.0514 2.45706 1.97056 1.85677
threshold=0.012636432424187662 0.018276390619575981 0.15615913271903994 0.00096484774257987748 0.0026833302108570938 0.007706565549597145 0.00085274505545385193 0.013860232196748258 0.00017767510871635753 0.0013986918493174019 0.0020292587578296666 0.0014881226234138014 0.0054799309000372895 0.0012745757703669371 0.0092791137285530585 0.00073092587990686308 0.025578102096915249 0.002945306478068233 0.0013986918493174019 0.0072436286136507997 0.0010263677686452868 0.0066005610860884198 0.00747153488919139
decision_type=2 2 2 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 8 5 10 -5 -6 11 17 15 12 -1 14 -8 -3 -10 -2 22 20 -17 -13 -19
right_child=2 4 -4 6 7 -7 13 -9 16 -11 -12 21 -14 -15 -16 19 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00070361272582261083 0.00036068465080109493 -0.0047819581253666227 0.012950670203020152 -0.0051494492047660777 0.0043973334637444333 0.013851641905296514 -0.002935082413536347 0.01367274135380951 -0.0026593448346616867 0.0021714348526251722 -0.0031064002676423597 0.011939388773068048 0.0078639548400187814 -0.0052894824214492582 0.0031129977589709093 0.0038054755998767893 0.010536101005623263 0.0063041403500377919 0.002813707251509927 0.0066004432455201122 -0.0057263409882673429 0.0013381859450850358 0.012283498296599089
leaf_weight=876.05231285095215 153.92281234264374 117.10891485214233 232.70517408847809 2099.758403301239 249.29116725921631 55.538015961647034 468.72843146324158 138.86943757534027 1294.5436811447144 1049.9790155887604 455.25647044181824 93.933327198028564 103.4417724609375 357.35962748527527 398.35218489170074 204.25746619701385 38.444106578826904 276.59661948680878 192.2693282365799 275.64954519271851 101.05967044830322 82.189165949821472 244.69331204891205
leaf_count=441 66 64 66 1354 100 16 268 41 695 412 254 29 42 224 182 84 15 89 77 104 52 32 73
internal_value=0 -0.00143587 0.00494825 -0.00248547 0.00238444 0.000672593 -0.00386214 0.00771573 -0.000646562 0.00397706 3.7964e-05 0.00123618 0.000201185 -0.00165458 -0.000156487 0.00208859 -0.00227878 0.00616255 0.00741408 0.00347353 0.000650454 0.00699224 0.00911085
internal_weight=0 7409.83 2150.17 5812.8 1597.03 1208.87 3324.2 388.161 2488.6 1917.46 1153.33 1155.62 979.494 1224.44 867.081 698.076 1332.99 867.482 713.559 580.967 305.317 176.122 521.29
internal_count=4780 3997 783 3282 715 574 2028 141 1254 717 558 544 483 674 450 304 710 305 239 240 136 61 162
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=24
num_cat=0
split_feature=58 98 75 101 121 8 101 75 117 133 87 28 54 99 96 132 39 69 25 123 127 124 98
split_gain=21.7571 13.2798 11.2116 4.94926 3.80379 3.63086 3.17884 2.79352 2.52918 2.44536 2.4344 2.28146 3.34516 2.64098 2.24153 2.10952 2.19274 2.07094 2.02542 1.95077 1.94328 1.89397 1.80791
threshold=0.0053125319536775359 0.019431582652032379 0.0013146653072908523 0.010829726699739696 0.0063990866765379914 0.00244467705488205 0.0042751494329422721 0.0048403022810816774 0.022641776129603389 0.00055427959887310873 0.00080172589514404546 0.00039601318712811922 0.004017772153019906 0.0016846025246195497 0.0018488886416889729 0.0030382014811038975 0.00244467705488205 0.00073092587990686308 0.0045489775948226461 0.00043393640953581786 0.036783467978239066 0.002945306478068233 0.15615913271903994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 11 22 18 -8 10 -6 -7 12 13 17 -12 16 -4 -1 -2 -10 -18 -20 -3
right_child=1 5 15 -5 9 8 7 -9 19 -11 14 -13 -14 -15 -16 -17 20 -19 21 -21 -22 -23 -24
leaf_value=-0.0030033297672021038 0.00058821810034642567 0.0080283627356682319 -0.0013801236153857511 0.005082198202409044 0.011678511860728866 0.0056055210943184814 0.0053755213067739139 -0.0044177415688607495 0.0052039781692170767 0.0018022949482371525 -0.0079550102154566614 -0.0043388118969310829 -0.0036077029366354246 0.0056284764378143762 0.0023413543020414812 -0.0061528034073622525 -0.0047971604539737206 0.0066764968491807471 -0.0006867432138213948 0.014202479651828149 0.0060595561212955246 -0.0076223116359388421 0.014194662574665741
leaf_weight=259.53154265880585 1596.2299996614456 415.41726171970367 974.07557904720306 485.35435020923615 83.429012298583984 308.45113158226013 502.54585027694702 85.156812071800232 153.58124494552612 251.96604132652283 79.855859279632568 514.0061092376709 439.40240740776062 285.15799045562744 156.35370969772339 813.23047459125519 1360.1357609033585 70.201027989387512 259.04358923435211 99.087893962860107 42.505213022232056 158.76464426517487 166.51645720005035
leaf_count=143 736 128 530 196 29 103 201 46 52 102 44 294 250 117 58 557 854 25 123 25 20 103 44
internal_value=0 0.00282373 -0.00201493 0.000575101 -0.000574001 0.00678996 0.000721104 0.0039565 0.00459833 0.00425899 0.0026803 -0.00160758 -0.000276005 0.00210483 -0.00113956 -0.00395468 -0.00320256 -0.000942466 -0.000222994 0.00873287 -0.00446816 -0.00332222 0.00979281
internal_weight=0 3981 5579 2389.05 1903.69 1379.26 2601.74 587.703 797.33 335.395 544.661 1568.3 1054.29 614.891 236.21 3189.95 2376.72 329.733 2014.04 252.669 1402.64 417.808 581.934
internal_count=4780 1663 3117 1156 960 454 1209 247 282 131 205 829 535 285 102 1961 1404 168 962 77 874 226 172
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=24
num_cat=0
split_feature=121 98 39 144 129 101 60 101 7 82 89 58 135 10 145 149 1 92 10 131 149 23 47
split_gain=24.0299 11.0339 7.0891 4.64275 3.82047 3.67106 3.30492 3.26965 3.25782 3.56483 2.4612 2.57923 2.4381 2.72992 2.41343 2.09702 2.46886 2.03294 1.96682 1.91501 2.3339 1.90838 1.89251
threshold=0.0063990866765379914 0.010180860292166473 0.00093549740267917525 0.00017767510871635753 0.007706565549597145 0.0060143163427710542 0.002945306478068233 0.0060143163427710542 0.0012357163941487672 0.0020292587578296666 0.0030382014811038975 0.0053125319536775359 0.00096484774257987748 0.0045489775948226461 0.0010918468469753864 0.00070876078098081063 0.00062670491752214741 0.017188700847327713 0.0058306583669036635 0.00017767510871635753 0.028020657598972324 0.00899649551138282 0.019431582652032379
decision_type=2 2 2 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 6 15 19 12 17 -10 11 -5 -2 -14 -11 -1 22 -4 -13 -3 -21 -8 -17
right_child=2 4 8 10 -6 -7 21 -9 9 14 -12 18 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.003349431398483288 0.0086864861318571764 0.0042977127215482955 0.002887426055353642 -0.0037003531358518666 -0.0055359927299495765 0.0044342290515161963 0.0037971139794446326 0.011939809861162646 -0.0081283365710778759 0.0082950362323590907 -0.0062678671457562646 0.0018038230671688291 0.0078986143616151302 -0.00067216446823529336 -0.0012439927631534111 0.0047581604839869044 -0.0025693029728554341 0.010358872681107587 -0.0029539849505218823 -0.0013728578097007675 0.009224550456512973 0.010837542788414549 -0.0013483799616867938
leaf_weight=749.80535268783569 365.27778923511505 409.51080203056335 606.93469703197479 2308.6824828386307 134.64198231697083 325.03712475299835 198.7613320350647 301.47117435932159 137.46324241161346 92.742276191711426 620.93231379985809 447.5445830821991 161.45948112010956 218.82288753986359 232.63641595840454 334.39918398857117 452.14243829250336 107.11251616477966 422.06452131271362 483.26502025127411 58.212890028953552 186.62680804729462 204.45264756679535
leaf_count=433 118 155 228 1414 83 137 74 86 91 34 425 207 52 89 117 144 234 31 239 218 18 61 92
internal_value=0 -0.00138021 0.00455291 -0.00235133 0.00249175 -0.000443587 0.00330056 0.00754582 0.00189024 -0.00137724 -0.00338868 -0.00282618 0.00576909 0.0029668 0.0014749 -0.00135436 0.000155151 0.0040082 -0.000505378 0.00171768 -0.000233558 0.00720649 0.0024412
internal_weight=0 7336.08 2223.92 5865.06 1471.02 2065.84 1336.38 1047.03 1176.89 462.842 3799.22 3178.29 745.56 380.282 325.379 1740.8 990.994 714.047 869.609 950.989 541.478 385.388 538.852
internal_count=4780 3934 846 3325 609 1040 526 345 501 242 2285 1860 259 141 151 903 470 259 446 391 236 135 236
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=24
num_cat=0
split_feature=98 75 115 101 80 60 82 29 125 110 149 5 140 75 121 12 70 29 72 75 126 114 61
split_gain=27.7991 5.81719 5.80417 4.41298 3.83196 3.62146 2.93241 2.70993 2.62372 2.55249 2.34736 2.23145 2.21176 2.19477 2.79666 2.15766 2.11506 2.08528 2.27302 1.99515 1.92887 1.90716 1.88454
threshold=0.0072436286136507997 0.0005375427135732026 0.0011980500421486797 0.028020657598972324 0.015200819820165636 0.0054799309000372895 0.015675474889576439 0.010180860292166473 0.001792412775103003 0.00017767510871635753 0.00042089859198313212 0.00043393640953581786 0.016164712607860569 0.0036604277556762104 0.0053125319536775359 0.0019071503775194289 0.034632634371519096 0.010180860292166473 0.0033348383149132137 0.00077738583786413084 0.00052132029668428015 0.00096484774257987748 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 8 5 9 -2 -4 17 10 15 -9 -5 14 -10 -1 -11 18 -3 -19 -8 -7 -13
right_child=1 3 7 12 -6 21 20 11 13 16 -12 22 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=-0.0026106309283000593 0.0044648031478121504 0.00062825616902352022 -0.0039703694058138301 0.0046189647608815493 -0.0059908869642766472 0.010209733469102103 0.012055823509639652 -0.0036171526771453218 0.0012770904737168507 -0.0025269040416552044 0.0041828508648619573 0.0023336161182964613 0.015926424124574259 -0.001246925521188287 0.00861721293733189 0.0101656686998906 0.0057459356235993325 -0.0055207756772443703 -0.0062001831660557227 0.005234611143050307 0.0047721535645202616 -0.00043811995857281926 -0.008644425694458514
leaf_weight=301.93916499614716 1411.1469030380249 206.73715889453888 2926.5007644891739 120.584477186203 240.05553126335144 141.73949301242828 245.83556771278381 399.7184544801712 306.65457367897034 867.27579772472382 497.3424881696701 457.05302834510803 67.428563237190247 256.66148722171783 224.97332394123077 37.106669545173645 84.815244674682617 58.45686674118042 296.88218891620636 164.32953655719757 144.21918570995331 59.794303774833679 42.749189734458923
leaf_count=159 523 78 1819 45 152 51 66 238 137 458 203 220 19 133 72 14 32 28 167 62 45 29 30
internal_value=0 0.00354467 -0.00205086 0.0014493 -2.33751e-05 0.000696487 0.00552547 -0.00323262 0.000552497 -1.95182e-05 0.00199581 -0.000832442 0.00867425 0.00255012 0.00438327 -0.00121234 -0.00178993 -0.0016153 -0.00339709 0.00241251 0.00936275 0.00705056 0.00139464
internal_weight=0 3503.91 6056.09 1702.71 2230.07 1990.01 1801.2 3826.02 1514.7 1788.48 836.388 899.521 188.013 788.289 531.628 339.046 952.091 726.406 503.619 222.786 390.055 201.534 499.802
internal_count=4780 1375 3405 741 1098 946 634 2307 677 866 376 488 64 342 209 173 490 335 245 90 111 80 250
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=24
num_cat=0
split_feature=50 149 98 89 132 145 94 98 101 84 121 58 5 60 32 39 28 47 40 58 1 91 80
split_gain=18.5053 7.57565 5.7005 4.47529 3.48698 3.14882 3.11406 4.1335 2.7386 2.45244 2.28592 2.14798 3.56811 2.48142 2.43526 2.37872 2.33665 3.49795 2.30537 2.18406 2.10357 1.95092 1.80109
threshold=0.018276390619575981 0.012636432424187662 0.034632634371519096 0.00017767510871635753 0.00080172589514404546 0.0010918468469753864 0.0062037324532866487 0.0084566329605877417 0.0072436286136507997 0.0011261500185355546 0.029773407615721229 0.0081988852471113222 0.0019672545604407792 0.0054799309000372895 0.0013986918493174019 0.0031340263085439806 0.00039601318712811922 0.0084566329605877417 0.0020932231564074759 0.00244467705488205 0.0013986918493174019 0.0031340263085439806 0.0025217677466571335
decision_type=2 2 2 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 11 10 -3 8 -8 -2 20 -4 12 15 -13 18 16 17 -1 -14 -20 21 -7 -10
right_child=2 5 4 -5 -6 9 7 -9 22 -11 -12 13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0022902195241085443 -0.001776728475223605 0.0064989863731217167 0.0051543051348163383 -0.0038236581355066733 -0.0042161811596793403 -0.0026187691344671778 -0.0012743145256630206 0.0080724691212949763 -0.0022724137226123107 0.0040866273374513852 0.0099142861173460908 0.00026423857134757919 -0.00046726404118184488 0.0089240209336975164 -0.0026152887477053064 -0.0051243109769240026 -0.0042601652797411077 -0.0042716103485634068 0.011090359183002579 0.0012926776861849185 -0.0078407582596955131 0.0053563176612688168 0.0067124487861588414
leaf_weight=587.14595079421997 712.52346456050873 335.0534862279892 696.70932710170746 2257.4495500326157 75.745957493782043 215.0057578086853 186.16768717765808 324.4027853012085 78.372036218643188 308.59751760959625 395.35570621490479 769.05735015869141 174.033163189888 92.693480849266052 220.74586868286133 670.82780957221985 494.38371181488037 310.50053596496582 140.30446529388428 95.661126971244812 106.60459995269775 119.19824481010437 193.46037924289703
leaf_count=278 358 117 248 1413 37 94 96 111 37 109 113 361 83 32 114 425 297 187 46 46 64 42 72
internal_value=0 -0.00136683 0.00354049 -0.00208257 0.00615799 0.0024696 0.00149575 0.00466438 -0.000147773 0.000668096 0.00687754 -0.00097708 -0.00167221 0.00119572 0.0016188 -0.00267848 -0.00149982 2.04488e-05 0.00389847 0.00711835 -0.00172512 0.00022565 0.00412202
internal_weight=0 6897.26 2662.74 5812.8 1167.81 1084.46 1494.93 510.57 984.356 749.406 1092.07 3555.35 2693.6 861.751 630.745 2062.86 1392.03 897.646 409.999 235.966 440.809 334.204 271.832
internal_count=4780 3708 1072 3282 398 426 674 207 467 309 361 1869 1476 393 289 1187 762 465 175 92 200 136 109
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=24
num_cat=0
split_feature=98 7 115 110 101 60 107 70 71 19 46 69 136 69 124 54 43 43 76 135 129 125 149
split_gain=22.8434 5.25356 4.96456 4.05644 3.6362 3.42094 2.51885 2.38834 2.3839 2.5548 2.30248 2.10681 2.03693 2.0051 1.98428 2.04442 1.93727 1.88519 2.45237 1.88048 1.81309 1.77433 2.16956
threshold=0.0072436286136507997 0.0012357163941487672 0.0011980500421486797 0.00017767510871635753 0.0042751494329422721 0.00085274505545385193 0.0021592099219560628 0.034632634371519096 0.15819545835256579 0.017188700847327713 0.015200819820165636 0.00046126570669002836 0.000490355829242617 0.0017376682371832433 0.00073092587990686308 0.0017376682371832433 0.00064626874518580746 0.00017767510871635753 0.00064626874518580746 0.010500331409275534 0.0033348383149132137 0.0020292587578296666 0.028020657598972324
decision_type=2 2 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 10 -1 -4 -5 9 12 14 -7 19 -14 -2 -16 -13 -12 -19 -6 -8 -3 -23
right_child=1 21 6 7 8 11 20 -9 -10 -11 17 16 13 -15 15 -17 -18 18 -20 -21 -22 22 -24
leaf_value=0.00041600129195427238 0.0048568771390943705 -0.0033277563457900384 -0.0042007349070320608 -0.0025465090316198671 0.0053998188304556494 0.01067850198156488 -0.000471977729597233 0.0059114207700235732 0.010597201607828836 -0.0014145317958677631 -0.0079169106355377397 -0.0050670698992657769 0.0056956679516077854 0.013801141136504181 0.0055275637055916026 -0.0025316956177078437 0.0067462610890782239 0.0035150710056529536 -0.0077872201727777661 -0.0045443596253945595 -0.0037297250500637107 -4.9088463685036658e-05 0.0092162067234582215
leaf_weight=697.37249910831451 1011.603667140007 317.93961405754089 1964.7260582447052 1131.0148328542709 284.71883237361908 161.60586714744568 1197.3987311124802 90.116197466850281 269.76304829120636 124.7431743144989 73.266264796257019 54.542146325111389 169.48410332202911 138.77184689044952 124.49919760227203 213.86350214481354 95.417150259017944 222.68881261348724 61.180536150932312 57.070634365081787 663.89664769172668 357.57477164268494 76.741827130317688
leaf_count=329 346 169 1255 612 99 58 642 34 78 54 43 29 58 37 44 101 36 86 32 25 410 179 24
internal_value=0 0.00321323 -0.0018591 1.60228e-05 0.00422552 0.00236205 -0.00295205 -0.00192234 0.00654912 0.00513968 0.00280374 0.00671785 0.00639742 0.00934462 0.00374822 0.000433677 0.0024496 -0.000766381 0.00107916 0.00373938 -0.00163397 -0.000489607 0.00158805
internal_weight=0 3503.91 6056.09 2230.07 2751.65 1008.94 3826.02 1221.13 1044.55 774.789 1707.1 311.565 650.045 308.256 1349.97 338.363 149.959 357.136 283.869 341.789 1861.3 752.256 434.317
internal_count=4780 1375 3405 1098 1003 452 2307 646 351 273 652 123 219 95 491 145 65 161 118 124 1052 372 203
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=24
num_cat=0
split_feature=71 43 117 114 60 5 46 121 46 17 112 101 28 51 121 75 62 5 4 30 98 92 99
split_gain=18.4317 7.60375 6.45635 5.13471 5.15946 3.29001 2.50139 2.33532 2.31028 2.26042 2.10881 2.7479 2.30831 2.01155 1.92159 2.08364 1.9507 2.37654 2.00137 1.9358 1.87422 1.85807 1.84865
threshold=0.015200819820165636 0.012636432424187662 0.034632634371519096 0.000490355829242617 0.0011261500185355546 0.00085274505545385193 0.015200819820165636 0.0063990866765379914 0.00046126570669002836 0.0087224207818508166 0.0010585968848317864 0.028020657598972324 0.001792412775103003 0.0044099434744566688 0.00017767510871635753 0.001792412775103003 0.00037263428384903824 0.0084566329605877417 0.0026012937305495147 0.0014881226234138014 0.15615913271903994 0.011169348377734424 0.013439828064292671
decision_type=2 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 -1 8 20 13 -2 -6 11 12 -7 -4 -5 16 17 18 19 -16 -3 -8 -10
right_child=1 6 7 14 9 10 21 -9 22 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0012859085263386078 0.0042018790008021426 0.0057476223885713626 0.0011007885424355911 -0.0041787995664251858 0.0066569832438415927 0.0038102236838052634 -0.0051098680028738913 0.011242138524614864 -0.0034318541258362284 -0.0037418488565848888 -0.001812007142727691 0.009950643978610979 -0.0023088407725347995 0.0074531946481053227 -0.005636167695501809 -0.0029528160060001943 -0.0025008216368927654 0.013035608255715382 0.0095960357385088922 0.0053230674952479675 0.011351796564449986 0.0066851765720285887 0.0016654909412811975
leaf_weight=1246.8550688028336 145.84939479827881 847.07894921302795 273.36503386497498 1814.3276035785675 356.69645547866821 518.49750399589539 83.721784353256226 142.83295333385468 945.89181065559387 61.229331493377686 282.87347912788391 127.12527632713318 219.31084096431732 229.03443038463593 102.64108419418335 1290.0522863864899 240.6610381603241 54.249374270439148 55.684401988983154 66.335102915763855 181.08187854290009 55.538015961647034 219.06686425209045
leaf_count=624 58 276 118 1172 143 209 41 42 505 34 131 44 109 77 63 780 123 17 22 28 49 16 99
internal_value=0 0.00244299 0.00114918 -0.001973 0.00032561 -1.90433e-05 0.00588286 0.00560062 -0.00173059 0.00513347 0.00193556 0.00316119 0.00199135 0.00399673 -0.00302894 -0.00187609 0.000797344 0.00364321 0.0013752 -0.00133389 0.00673464 -0.000405902 -0.00247331
internal_weight=0 4271.27 3103.85 5288.73 1664.78 2458.62 1167.42 645.232 1310.81 417.926 1147.81 864.934 737.808 502.399 3623.95 1809.62 519.571 278.91 224.661 168.976 1028.16 139.26 1164.96
internal_count=4780 1774 1392 3006 801 1155 382 237 662 177 493 362 318 195 2205 1033 253 130 113 91 325 57 604
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=24
num_cat=0
split_feature=149 71 5 101 7 30 125 139 43 54 31 60 21 135 10 32 104 136 43 82 143 39 136
split_gain=14.3373 7.42786 5.7482 4.83005 3.38433 2.88549 2.43223 2.13004 2.20011 2.6782 2.12798 2.3218 2.10958 2.08259 2.59975 1.99589 1.7638 2.89494 1.64821 1.64592 1.57869 1.56486 1.87974
threshold=0.012636432424187662 0.10522961243987085 0.00085274505545385193 0.018276390619575981 0.0012357163941487672 0.00085274505545385193 0.001792412775103003 0.000490355829242617 0.00046126570669002836 0.0023699469165876512 0.0081988852471113222 0.013860232196748258 0.00087947337306104611 0.00075379351619631063 0.010500331409275534 0.00038414125447161501 0.0037758676335215573 0.0020292587578296666 0.00055427959887310873 0.0026012937305495147 0.010180860292166473 0.010829726699739696 0.0044099434744566688
decision_type=2 2 2 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 13 21 -6 8 -4 12 11 15 -10 -2 20 -5 17 19 -13 -3 -15 22 -1
right_child=4 16 3 10 6 -7 -8 -9 9 -11 -12 18 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0011322673741098427 0.0069864890572946137 0.0022180802178037957 -0.002162067383025885 0.0106950332797239 -0.0042285297908510678 -0.0039859729304274885 0.002962889634931742 -0.0048648470448038935 0.0089009870409354468 -0.0004327893039220969 -0.0036291593969163139 0.0055916485653079995 0.0018236563238068168 0.0040018377545685121 -0.00040518189957269922 -0.0009298164463154633 -0.00219560047822524 0.015738147587928002 0.016627959854674891 0.0092791058467439607 0.010537270195894401 -0.0043495593333224758 0.00705337715941479
leaf_weight=1864.5469272136688 609.9711012840271 299.6746164560318 697.59651303291321 58.212890028953552 204.89180564880371 2013.0201774835587 275.89352190494537 245.3564840555191 165.52058756351471 776.18369340896606 50.627425909042358 56.97304368019104 289.36548292636871 626.11793637275696 324.89073872566223 100.96207976341248 83.721784353256226 62.127610445022583 83.282626271247864 113.89729201793671 108.40115785598755 375.8885645866394 72.875902056694031
leaf_count=970 191 120 392 18 110 1297 114 154 57 384 30 21 128 207 131 48 41 17 23 40 30 230 27
internal_value=0 -0.00104305 -0.00149544 0.000400769 0.00359453 -0.00260173 -0.000101811 -0.000476902 8.13127e-05 0.00135254 0.00585152 0.0074545 0.0043989 0.00465909 0.00331905 0.00332158 0.00449665 0.00567447 0.0121449 0.00416268 0.00496634 -0.00139717 -0.000824365
internal_weight=0 7409.83 6850.41 2524.08 2150.17 4326.33 480.785 2174.02 1928.67 1231.07 350.058 299.431 454.886 1669.38 1059.41 159.175 559.421 475.7 140.256 413.572 734.519 2313.31 1937.42
internal_count=4780 3997 3779 1255 783 2524 224 1115 961 569 140 110 185 559 368 66 218 177 44 160 237 1227 997
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=24
num_cat=0
split_feature=71 121 114 71 117 24 19 101 101 17 131 29 149 18 38 58 47 142 138 23 131 53 87
split_gain=15.3401 7.05064 4.3428 4.12762 3.18424 2.82791 2.55613 2.50289 2.46054 2.0714 1.97765 1.89262 1.83119 1.93447 1.70615 1.77126 1.59557 1.67404 1.55058 2.12609 1.8101 1.87748 1.69367
threshold=0.015200819820165636 0.04273676127195359 0.000490355829242617 0.15819545835256579 0.022641776129603389 0.0020292587578296666 0.014293605927377941 0.0060143163427710542 0.0049928687512874612 0.0025217677466571335 0.00070876078098081063 0.0027679565828293566 0.00070876078098081063 0.0066005610860884198 0.00070876078098081063 0.0053125319536775359 0.0023699469165876512 0.015675474889576439 0.0014881226234138014 0.030689206905663017 0.0033348383149132137 0.0042751494329422721 0.00080172589514404546
decision_type=2 2 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 5 -2 8 12 14 -8 -9 -4 -1 16 -6 -16 -14 -18 19 20 21 22 -5
right_child=1 -3 11 18 6 -7 9 10 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.0026398036427330959 -0.0027275722674592589 0.0073499962361597108 -0.0041676242548583271 0.007126460016047366 -0.00055837592884548203 0.0010150337672302512 0.0018019536698377474 0.0077449552017039985 0.0078288470511282786 -0.0092323100128042773 -0.00286498787397187 -0.0018361660617124322 0.0060188372448248643 -0.0084638719327912223 -0.0015242847961915564 0.0099259273214792176 0.0015189191106561894 -0.0058209373892311057 0.011693324246332813 -0.0029210676406584081 -0.0022987420540343927 0.011078872022147447 -0.0019789887517604721
leaf_weight=579.24775183200836 799.16409969329834 580.69387257099152 1453.150846362114 146.9428551197052 254.88489210605621 1369.9392014741898 122.01950490474701 176.17128849029541 314.99193072319031 65.290437936782837 58.505662083625793 2170.800045132637 163.04089486598969 50.725016593933105 50.529835224151611 101.86035871505737 546.53488636016846 90.555355548858643 79.367905855178833 87.538914084434509 62.322791814804077 157.44717001914978 78.274445533752441
leaf_count=331 411 175 953 49 114 610 50 63 102 39 30 1252 63 34 26 31 228 52 24 36 25 49 33
internal_value=0 0.00222871 -0.00179994 0.0014229 0.000677429 -0.000363857 0.00316062 0.000313995 0.00451044 -0.00204425 0.00509986 -0.00277105 -0.000471356 0.00100488 0.00194393 0.00612924 0.00160516 0.000475639 0.00517364 0.00420194 0.0056032 0.00689015 0.00396185
internal_weight=0 4271.27 5288.73 3690.57 3078.68 2169.1 909.577 1664.78 722.267 187.31 234.677 3623.95 1430.1 850.856 407.275 152.39 800.131 637.09 611.894 532.526 444.987 382.664 225.217
internal_count=4780 1774 3006 1599 1383 1021 362 801 273 89 93 2205 708 377 171 57 343 280 216 192 156 131 82
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=24
num_cat=0
split_feature=98 115 5 131 86 86 136 110 5 19 97 110 44 72 54 143 99 2 115 117 125 18 144
split_gain=16.182 4.05857 3.64079 3.1235 2.6179 2.60692 3.39074 2.50164 2.42814 2.67203 2.23483 2.23875 2.20844 2.36267 2.14196 2.07736 1.99004 2.82437 1.88538 2.26287 1.64278 1.60918 1.7938
threshold=0.012636432424187662 0.010829726699739696 0.00043393640953581786 0.0013146653072908523 0.0031340263085439806 0.000490355829242617 0.0026012937305495147 0.0025217677466571335 0.00038414125447161501 0.017188700847327713 0.0079489401541650313 0.04673989117145539 0.0044099434744566688 0.001792412775103003 0.00073092587990686308 0.00899649551138282 0.057509137317538268 0.00070876078098081063 0.015675474889576439 0.022641776129603389 0.001792412775103003 0.024810968898236755 0.00039601318712811922
decision_type=2 2 2 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 10 6 -1 8 14 -10 11 21 -3 -14 -2 -9 17 -16 19 20 -5 22 -4
right_child=3 12 4 18 -6 -7 -8 15 9 -11 -12 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0014240981261799386 0.0070959743698289545 -0.0046632484200427541 0.0035061028170862429 -0.0020835085005252709 -0.0058851733824552988 -0.0043284277810815138 0.0072605715497665859 0.0029997875788018193 0.0081575948741891106 -0.0014641381758606475 -0.0062762755249928335 -0.0065480829014798268 0.010820658033239471 -0.0016650159126303877 -0.0059871456638085734 -0.0059486604852533216 0.0084325092074476592 0.0086458524308118453 -0.0061024145931397565 0.0051841776232794141 0.0036099330063138848 -0.0060474236366257882 0.00061292751259767056
leaf_weight=1967.7247601747513 156.15852832794189 1134.8696649074554 1027.8769254684448 371.50585353374481 140.13811647891998 772.22904741764069 119.19824481010437 347.1392148733139 775.10132610797882 79.563087224960327 97.291336059570312 84.06335175037384 42.407622337341309 355.63182771205902 148.86583626270294 79.758268594741821 50.285858511924744 42.358826994895935 83.965761065483093 308.59751760959625 192.2693282365799 64.001796245574951 1118.9978623390198
leaf_count=1055 50 770 421 158 93 491 42 128 232 32 59 55 16 207 74 40 16 14 51 109 77 40 550
internal_value=0 -0.00126912 -0.000623661 0.00333435 0.000756936 -0.00184646 -0.000928058 0.00463334 0.00576009 0.00726188 0.00114603 0.00146069 -0.00353931 -0.000334777 0.00253246 0.00132793 -0.000418273 -0.00274574 0.00105347 0.00174222 -0.000141823 0.00176521 0.00199812
internal_weight=0 6924.43 5391.52 2635.57 2532.37 2859.15 2086.92 1679.23 1252.33 854.664 2392.23 2294.94 1532.91 398.039 397.669 426.897 241.511 191.225 956.338 872.373 563.775 2210.88 2146.87
internal_count=4780 3799 2806 981 1218 1588 1097 586 418 264 1125 1066 993 223 154 168 104 88 395 344 235 1011 971
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=24
num_cat=0
split_feature=5 98 50 107 8 145 1 114 115 101 39 101 145 33 60 125 43 94 106 71 143 43 40
split_gain=11.0862 6.8052 6.51772 3.01018 2.87633 2.79851 2.91193 2.61493 2.50959 2.13424 2.04096 1.98729 1.9646 1.95411 1.83684 1.91265 2.19982 1.81355 1.73176 2.23784 2.00468 1.77167 1.6534
threshold=0.0026833302108570938 0.0072436286136507997 0.018276390619575981 0.0021592099219560628 0.0035485138650983576 0.00093549740267917525 0.0005375427135732026 0.0054799309000372895 0.019431582652032379 0.028020657598972324 0.00244467705488205 0.00096484774257987748 0.0012745757703669371 0.0013146653072908523 0.0033348383149132137 0.0020292587578296666 0.00085274505545385193 0.0062037324532866487 0.016668972559273246 0.015200819820165636 0.016668972559273246 0.00039601318712811922 0.00017767510871635753
decision_type=2 2 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 7 -5 6 -2 12 10 -4 11 -1 -3 -6 22 16 -16 -15 19 -7 21 -20 -13
right_child=2 3 9 4 13 18 -8 -9 -10 -11 -12 14 -14 17 15 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=-0.0015714696327943211 0.007961976275702878 0.0017931030928221407 0.0049980809705093224 0.0049736106432680671 -0.008187394167030607 -0.0036922429362686439 -0.00037753950606831841 -0.0087630821646614235 -0.0046675190655749215 0.010860680778078967 -0.0027838299872893074 0.0059249764441110164 -0.0040119140935044248 -0.00070353364761231187 -0.0098119806159826274 0.0094840105762405754 0.0075433486577705022 0.0055666180870271326 -0.0065989000304924649 0.0014020954817944699 0.010598140950897516 0.0026049962004607665 -0.0012672885550188506
leaf_weight=1533.3105707168579 256.77904069423676 469.40269649028778 615.61362147331238 710.13249278068542 61.278126835823059 472.59435653686523 176.70803725719452 97.53531277179718 771.91631257534027 207.5866425037384 1869.3000382184982 98.092024326324463 211.38380944728851 373.13606262207031 34.773362874984741 124.54799294471741 38.444106578826904 166.90681993961334 62.664359211921692 396.38040840625763 64.802484512329102 315.67506551742554 431.03621780872345
leaf_count=848 84 188 207 260 36 265 85 69 532 59 1111 38 107 171 26 46 15 60 39 155 19 130 230
internal_value=0 -0.0010321 0.00280894 0.00135695 0.00281886 0.00107939 0.00456243 -0.00110632 -0.0020507 0.00647645 -0.00156154 -0.000550653 -9.35133e-06 0.000274204 0.00160266 0.00571392 -0.000699263 0.00123433 -7.13104e-05 -0.00136847 0.00247235 0.00108055 6.60439e-05
internal_weight=0 6991.2 2568.8 2089.78 1311.45 1745.6 433.487 778.322 4901.42 823.2 4129.5 2260.2 680.787 601.321 726.894 197.765 73.2175 540.043 1312.12 868.975 443.142 378.339 529.128
internal_count=4780 3737 1043 891 527 777 169 364 2846 266 2314 1203 295 267 355 87 41 231 608 420 188 169 268
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=24
num_cat=0
split_feature=98 5 71 58 18 41 60 129 66 149 104 91 79 1 117 98 88 101 19 125 95 52 80
split_gain=13.2627 3.82869 3.07569 2.44463 2.38378 2.34438 2.32167 3.26532 1.937 1.92993 1.86236 1.83606 1.83108 1.55646 1.83457 2.58202 1.51205 1.79802 1.77557 1.47969 1.6484 1.40008 1.73551
threshold=0.012636432424187662 0.0014881226234138014 0.27827766537666326 0.0062037324532866487 0.0015833032084628942 0.00055427959887310873 0.0022272822679951791 0.0028552538715302949 0.00043393640953581786 0.0013986918493174019 0.037906534969806678 0.0049928687512874612 0.00082683752407319855 0.0063990866765379914 0.04673989117145539 0.0051502294372767219 0.023343417793512348 0.018276390619575981 0.011880517937242987 0.00042089859198313212 0.00077738583786413084 0.012636432424187662 0.00017767510871635753
decision_type=2 2 2 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 6 16 7 9 11 12 21 -5 -2 14 -1 -16 17 -3 -19 -4 -21 22 -11
right_child=2 5 19 8 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24
leaf_value=-0.0024122408650923697 -0.010001319642247944 0.0010135027624071427 0.0098835274020505279 0.000178164995004832 -0.0010561181748292236 -0.003970416634138471 0.005621609079441911 -0.0067169697492752076 -0.0039549099039481476 0.007725207629654055 -0.0050719693506047865 0.0064776961056256036 0.0028829584621206301 -0.0048469519588840125 -0.0014839523114387691 0.00992092758894959 -0.00560219169637964 0.0080968178337139599 -0.0027468230388334011 -0.0038906734356250793 0.0081649709671367237 0.0080930839492847993 0.0018872700105426788
leaf_weight=2906.3615810871124 55.928378701210022 1427.7905613183975 220.81462681293488 849.0595954656601 416.73473596572876 234.60819244384766 622.39839732646942 101.35244250297546 242.2912472486496 157.30078399181366 62.420382499694824 133.91005218029022 54.395760297775269 604.59029734134674 150.3984546661377 74.066953063011169 74.701292514801025 178.79736721515656 47.854961156845093 50.383449196815491 64.851279854774475 161.36189043521881 667.62727975845337
leaf_count=1747 32 667 63 411 182 144 216 64 136 43 29 53 23 401 83 22 48 63 24 20 21 48 240
internal_value=0 -0.00114895 0.00301864 -0.00188869 0.00236568 0.000719707 0.00312306 0.00188924 4.93456e-05 0.00264182 0.00330358 0.00103635 -0.00364867 -0.00252439 -0.00207588 0.00227932 0.00135606 0.00167024 0.00580731 0.00748673 0.00289395 0.00383365 0.00300047
internal_weight=0 6924.43 2635.57 4960.68 2299.52 1963.75 1882.79 1260.39 1225.26 1159.03 1048.71 982.97 110.324 3735.42 3130.83 224.465 1729.14 1654.44 226.652 336.049 115.235 986.29 824.928
internal_count=4780 3799 981 2853 877 946 695 479 600 415 360 464 55 2253 1852 105 802 754 87 104 41 331 283
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=24
num_cat=0
split_feature=121 30 7 5 101 135 136 110 82 35 66 109 71 147 94 117 4 90 28 44 106 86 95
split_gain=11.1319 4.65775 4.17247 3.79934 4.16599 3.20632 2.43525 2.11394 2.42948 2.05564 1.99873 1.93196 1.87629 1.72911 2.01031 1.63113 1.77414 1.59562 1.62501 1.54912 1.55744 1.57783 1.68131
threshold=0.0063990866765379914 0.0037758676335215573 0.0012357163941487672 0.0026833302108570938 0.028020657598972324 0.00075379351619631063 0.013032016810029747 0.00017767510871635753 0.00073092587990686308 0.0033348383149132137 0.00068727668258361529 0.024810968898236755 0.27827766537666326 0.00068727668258361529 0.028884131461381916 0.019431582652032379 0.00077738583786413084 0.00017767510871635753 0.0020292587578296666 0.04673989117145539 0.044033329933881767 0.0012745757703669371 0.0031340263085439806
decision_type=2 2 2 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 6 11 -2 7 13 -9 -4 -11 17 15 -1 -15 -7 -17 18 -5 20 21 22 -10
right_child=2 -3 9 4 -6 12 -8 8 19 10 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0019665045114680333 0.0071788759781931701 -0.0034178895036890049 -0.0033002553455552044 0.0037809857934270768 0.0086303160228119787 0.00049606425224785102 0.010225728778953816 -0.0040896588712707269 0.0016905077337928385 0.0058673806527542553 -0.006224030748530264 -0.0061707770448624528 0.010276438859045672 -0.001680094902221083 0.0054273845029326317 -0.00065866610257481455 0.0067348764740771091 -0.002096947111968121 -0.00111665956989669 0.0049448363763515473 -0.0081270740380683746 -0.0041067965435225952 -0.0027316882308478924
leaf_weight=744.78830218315125 615.27205407619476 1506.3555556535721 320.80966949462891 624.46776449680328 201.24102473258972 618.97163033485413 47.659779787063599 959.92935299873352 606.91473424434662 153.82522165775299 43.940240740776062 90.457764863967896 75.355594754219055 1157.8611642122269 108.84031593799591 113.94608736038208 281.79998159408569 248.63686501979828 232.39243924617767 107.30769753456116 78.616012930870056 287.81290173530579 332.79780745506287
leaf_count=335 193 981 179 247 68 237 16 596 281 62 25 48 21 636 48 42 87 127 107 39 47 172 186
internal_value=0 -0.000939405 0.00309883 -0.000298983 0.00197453 0.00429311 -0.00101563 -0.00113781 -0.00214849 -0.000828594 0.00318087 0.00085457 0.00266429 5.47013e-05 -0.00106939 0.00209899 0.00460607 0.00142942 0.00245268 -0.000830164 -0.00130462 -0.000867676 0.000124394
internal_weight=0 7336.08 2223.92 5829.72 1397.2 1705.35 4432.53 4384.87 2373.38 518.575 197.765 1195.95 1090.07 2011.49 1266.7 1014.72 395.746 1105.5 856.86 1413.45 1306.14 1227.53 939.713
internal_count=4780 3934 846 2953 597 580 2356 2340 1321 266 87 529 387 1019 684 366 129 481 354 725 686 639 467
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=24
num_cat=0
split_feature=98 43 86 19 131 5 117 54 110 101 126 67 22 103 5 5 121 19 101 70 14 53 71
split_gain=11.0776 3.33572 2.9604 2.60493 2.58291 2.38356 2.46173 2.23729 2.2305 2.5789 2.09929 1.96381 1.93886 2.36489 2.07486 1.93362 1.87584 1.8343 1.72738 1.71546 1.65685 1.54404 1.59889
threshold=0.012636432424187662 0.00046126570669002836 0.0031340263085439806 0.014293605927377941 0.0005893622583243997 0.0026833302108570938 0.022641776129603389 0.00073092587990686308 0.04673989117145539 0.010829726699739696 0.00052132029668428015 0.00017767510871635753 0.0019672545604407792 0.0020292587578296666 0.000490355829242617 0.010829726699739696 0.00017767510871635753 0.017188700847327713 0.0011261500185355546 0.00082683752407319855 0.00070876078098081063 0.0072436286136507997 0.27827766537666326
decision_type=2 2 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 5 11 7 10 21 9 15 -7 16 13 18 -15 -3 -1 -11 -9 -18 -5 22 -2
right_child=3 2 -4 20 -6 6 -8 12 -10 17 -12 -13 -14 14 -16 -17 19 -19 -20 -21 -22 -23 -24
leaf_value=-0.00032030760689644665 0.0007248459681535609 -0.00032197701992245527 -0.0049081287269752225 0.0019866986895004605 -0.0036180282307603398 0.0057768031662288333 0.0091069355103315063 7.5390689407374946e-05 -0.006241022469579317 0.0057551559938711638 -9.5298118929125616e-05 -0.0027233365388074061 -0.0061435181201439319 -0.0070692129910217899 0.0048666388310520331 0.004013159594838658 0.008793306164586857 -0.0032883620278196524 0.0052325621070636562 -0.0029581998651024848 -0.0038623238205564669 0.012471553930235768 0.010861174851878402
leaf_weight=828.88048648834229 129.89774107933044 2428.907653093338 280.27623295783997 283.57657670974731 1615.2446669340134 420.66941916942596 301.42237901687622 287.97925055027008 120.07656097412109 356.64766013622284 238.49408030509949 782.39179491996765 89.16912317276001 123.55212330818176 51.623295545578003 287.68647849559784 115.28352439403534 66.530284285545349 372.25774645805359 42.505213022232056 211.28621876239777 70.103437304496765 55.538015961647034
leaf_count=445 50 1229 186 106 1031 128 84 125 78 141 88 477 49 59 17 113 43 36 135 20 103 21 16
internal_value=0 -0.00105005 2.29467e-05 0.00275879 -0.00217245 0.00351457 0.00536384 0.00200932 0.000446912 0.000702684 0.0036522 -0.000852559 0.000864798 0.00161284 -0.00355178 0.000137113 0.000630898 0.00433337 0.00298313 0.00562768 -0.000510595 0.00615038 0.00376068
internal_weight=0 6924.43 3540.12 2635.57 3384.31 2140.71 960.586 1180.12 3259.85 3139.77 659.163 1769.06 924.582 835.412 175.175 2716.59 986.669 423.178 660.237 157.789 494.863 255.539 185.436
internal_count=4780 3799 1783 981 2016 772 300 472 1597 1519 216 985 385 336 76 1342 508 177 260 63 209 87 66
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=24
num_cat=0
split_feature=71 149 144 5 34 9 115 110 97 99 22 39 60 29 136 82 11 86 91 23 0 19 101
split_gain=9.19816 5.59015 3.1438 2.51366 1.83482 2.02951 1.83201 2.83228 1.73366 1.70202 1.66969 1.66944 1.98981 1.55875 1.54736 1.78341 1.72738 1.65682 1.49449 1.6523 1.46897 1.44488 1.81173
threshold=0.10522961243987085 0.0013986918493174019 0.00017767510871635753 0.02129978779703379 0.0053125319536775359 0.0020932231564074759 0.0011980500421486797 0.00017767510871635753 0.0026012937305495147 0.023343417793512348 0.0019672545604407792 0.00747153488919139 0.0011261500185355546 0.021960759535431865 0.000490355829242617 0.002945306478068233 0.0019071503775194289 0.00017767510871635753 0.00087947337306104611 0.030689206905663017 0.0030382014811038975 0.0054799309000372895 0.0042751494329422721
decision_type=2 2 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 20 5 -3 7 11 9 -6 14 12 13 -1 15 17 -16 18 19 -2 -4 22 -22
right_child=10 2 3 -5 8 -7 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0016450492444944256 0.0067158582189731312 0.0041078576311636365 -0.0025448955924450411 0.00466292809741651 0.00039548438265264469 -0.0060527400800996639 -0.0028526590640741735 -0.0031456715775271629 -0.0084195206863360086 0.0072744145516918605 -0.0015566538083293606 -0.0070074962846452711 0.0070054974936420468 -0.0076162762711572034 0.0027004452593629037 0.0060613771411006231 0.011203445839148861 -0.0061974586234864321 -0.0045638714550634693 -0.0026700393076553516 -0.0030594570478476085 0.0014501869354534697 0.002908177164544147
leaf_weight=435.45885443687439 189.35047745704651 936.88241183757782 967.58357524871826 210.65187931060791 953.66358637809753 51.867272257804871 2394.1608995199203 563.39368879795074 50.725016593933105 99.283075332641602 112.80383169651031 52.062453627586365 166.95561528205872 50.725016593933105 92.693480849266052 394.16465520858765 167.95148491859436 62.420382499694824 57.168225049972534 62.322791814804077 545.90941667556763 775.98851203918457 165.81335961818695
leaf_count=196 65 351 533 77 393 27 1527 327 34 33 49 35 62 34 32 118 49 29 29 25 310 376 69
internal_value=0 -0.000570354 0.000559889 -0.000578702 0.00201056 0.00357486 -0.00203868 -0.00050249 0.000609153 0.0010441 0.00421734 0.00160918 0.00229602 0.000678787 0.00485212 0.00371907 0.00817951 0.00123226 0.00273389 0.00439159 -0.00102841 -4.21072e-05 -0.00166915
internal_weight=0 8421.12 4758.37 2665.95 2092.42 988.75 3662.76 1268.6 1103.67 1052.95 1138.88 705.202 653.139 486.184 1026.07 765.427 260.645 371.262 308.841 251.673 2455.29 1487.71 711.723
internal_count=4780 4384 2203 1365 838 378 2181 654 460 426 396 327 292 230 347 266 81 148 119 90 1288 755 379
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=24
num_cat=0
split_feature=121 114 135 22 60 71 101 71 5 87 31 72 68 98 52 17 17 99 116 29 22 77 25
split_gain=8.91987 3.74344 3.58984 2.74634 2.68652 2.12941 2.03154 3.99571 3.21391 1.71315 1.59965 1.99355 1.56438 1.43492 1.5148 1.97525 1.36681 1.33814 2.15923 1.27371 1.44905 1.25911 1.88918
threshold=0.0063990866765379914 0.000490355829242617 0.00075379351619631063 0.00090704852482303988 0.0011261500185355546 0.037906534969806678 0.028020657598972324 0.15819545835256579 0.00085274505545385193 0.00043393640953581786 0.0010918468469753864 0.0028552538715302949 0.019431582652032379 0.00017767510871635753 0.00062670491752214741 0.00057154725072905432 0.014740333426743748 0.0056525857653468856 0.0030382014811038975 0.0027679565828293566 0.0015833032084628942 0.0015349716995842757 0.0079489401541650313
decision_type=2 2 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 13 -4 7 19 -8 -9 12 -12 16 -1 15 -15 -6 18 -2 -3 21 -21 -23
right_child=2 6 5 -5 10 -7 8 9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24
leaf_value=-0.0028850822451361832 0.0071336730918268093 -0.0033460077052176527 -0.00052124413493594569 -0.0045281120930295458 0.0063361507612923543 0.0032672581912751571 -0.0050468107909004186 0.011968570467434778 0.0060139103868781761 0.0011791713994277564 -0.0069140364228590587 0.003712966443178747 -0.0038161964987023854 0.0066529613047998136 -0.00025062899703713734 -0.0056985408383149506 -0.0010385382022224613 0.0097716876163387919 -0.00049364931884908654 -0.0030324695520355513 -0.0047352868027971777 0.00090088782509371846 -0.002677854351174706
leaf_weight=431.47537589073181 333.47207248210907 1647.5871324539185 748.89820396900177 61.180536150932312 446.42229020595551 734.86066162586212 98.726363778114319 67.47735857963562 196.18404865264893 80.900524258613586 78.518422245979309 100.76689839363098 51.769681572914124 170.96792638301849 1313.2101345062256 39.927929639816284 73.119878768920898 216.94870173931122 128.56030404567719 616.50080740451813 314.90320980548859 1034.6217757463455 572.99972474575043
leaf_count=248 106 1065 342 32 161 251 64 21 76 33 43 40 23 65 599 22 37 66 49 351 206 536 344
internal_value=0 -0.000840907 0.00277391 0.00561815 0.000636434 0.00135509 -0.00170441 -0.00197759 0.00231114 0.00608583 0.00317929 -0.000941154 0.00447233 -0.000339571 0.000381065 0.00431451 0.00529824 0.00653239 0.00501137 -0.00226337 -0.00156084 -0.00111138 -0.000374673
internal_weight=0 7336.08 2223.92 740.162 2706.18 1483.76 4629.9 4334.99 294.91 148.378 750.597 179.285 571.312 1955.58 1524.11 210.896 519.542 678.981 462.032 4186.61 2539.03 2224.12 1607.62
internal_count=4780 3934 846 253 1238 593 2696 2556 140 54 304 83 221 934 686 87 198 221 155 2502 1437 1231 880
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=24
num_cat=0
split_feature=98 82 8 101 54 28 58 22 10 143 84 136 84 1 30 60 38 59 73 141 99 21 110
split_gain=8.42558 3.04088 2.23549 1.95391 2.39655 1.9489 2.0832 1.83447 1.83189 2.31867 2.06731 1.79665 1.94366 2.65713 1.53163 2.14818 1.67917 1.31534 1.60401 1.42394 1.45512 1.30527 2.0608
threshold=0.012636432424187662 0.0034400182776153092 0.0035485138650983576 0.0011261500185355546 0.00073092587990686308 0.00039601318712811922 0.0081988852471113222 0.00066645268816500913 0.004017772153019906 0.002945306478068233 0.0012357163941487672 0.0054799309000372895 0.00085274505545385193 0.0037758676335215573 0.0044099434744566688 0.0070226341485977182 0.0005375427135732026 0.0030382014811038975 0.0032328735105693345 0.010829726699739696 0.0016846025246195497 0.00057154725072905432 0.00017767510871635753
decision_type=2 2 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 -2 11 -7 -6 9 -3 -11 12 13 14 15 21 -17 -4 19 20 -19 22 -1
right_child=2 8 17 -5 7 6 -8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00033416165884387217 0.0060644303782221107 -0.0014224449831594472 -0.0007680176199991839 0.0054024849665757317 0.00063385988922252706 -0.0028231341298722481 0.00036115710301594004 -0.0092484738496100994 -0.00026167364772636742 0.0079788743352675138 8.6732518589757707e-05 0.0081985022323463903 -0.0034085612650123667 -0.0057895625587523238 -0.0047032609509374164 0.0035714416356318196 0.014621292424349952 -0.0012894784580311045 -0.0023431250633582229 -0.002741616405448356 0.0059302500390430966 0.0021832589470979539 -0.0081819519972571916
leaf_weight=365.55059850215912 186.57801270484924 176.75683259963989 607.37385511398315 802.09404349327087 290.21496653556824 2710.4215091466904 633.71227025985718 56.025969386100769 983.11603367328644 263.71020257472992 121.07243061065674 60.936559438705444 449.35001075267792 158.76464426517487 106.84857666492462 115.52750110626221 48.948421478271484 84.912835359573364 140.89000940322876 75.599571466445923 391.88014388084412 641.54171109199524 88.173253536224365
leaf_count=183 59 87 246 262 109 1681 303 36 470 99 65 22 281 103 74 53 15 36 70 31 132 301 62
internal_value=0 -0.00091577 0.002406 0.00384339 0.00149636 -0.00147722 -0.00221971 -0.000965221 0.00103967 0.00331799 0.0054956 -0.000257461 -0.0005184 0.000333004 0.0010443 0.00153179 0.0068599 0.000930755 0.00241902 0.00363363 0.00464448 0.000731672 -0.0013208
internal_weight=0 6924.43 2635.57 1334.91 532.819 5379.78 3344.13 346.241 1544.66 561.539 384.783 2035.64 1974.7 1525.35 1366.59 1259.74 164.476 1300.66 693.283 552.393 476.793 1095.27 453.724
internal_count=4780 3799 981 466 204 3078 1984 145 721 251 164 1094 1072 791 688 614 68 515 269 199 168 546 245
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=24
num_cat=0
split_feature=98 8 101 114 80 60 39 97 71 65 131 125 28 94 52 97 116 54 142 122 141 107 4
split_gain=7.62929 2.90321 2.7223 2.22968 2.46742 2.19466 2.48841 1.85819 1.81345 1.57887 1.84308 1.53965 1.9037 2.44538 1.51056 1.66079 1.49939 1.45892 2.09675 1.39757 1.39417 1.32388 1.273
threshold=0.0072436286136507997 0.0035485138650983576 0.0011261500185355546 0.0012745757703669371 0.015200819820165636 0.0054799309000372895 0.00244467705488205 0.00017767510871635753 0.15819545835256579 0.021960759535431865 0.0027679565828293566 0.027182282879948619 0.001792412775103003 0.0070226341485977182 0.028884131461381916 0.00082683752407319855 0.0016846025246195497 0.0012745757703669371 0.0070226341485977182 0.00017767510871635753 0.0005893622583243997 0.015675474889576439 0.002945306478068233
decision_type=2 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 4 5 9 -7 17 -5 10 22 12 13 20 15 19 -9 -2 21 -4 -3 -19 -1
right_child=1 11 14 8 -6 6 -8 16 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00024694073587948302 0.0047184942839253834 0.0041677259012998773 0.0036409400652381227 -0.0021645258537590605 -0.004328978568024877 0.0078207429130742537 -0.0015978931920650437 -0.011958830144326749 0.0096044036475255723 -0.0064641486110163298 -0.0026122966049703478 0.0063313087524898351 -0.0028614794004604531 0.0047562995629504452 0.012052122884747845 -0.00089536564670437675 0.00063035506869690144 -0.0008896916431826165 -0.0086106224821070228 0.0078744532343856307 -0.001097616230540457 0.0063875556978437945 0.0037348185646809738
leaf_weight=1521.6063350439072 264.75486755371094 149.56893384456635 508.40351462364197 2989.0675330162048 311.93556368350983 192.02535152435303 110.47052502632141 46.810296177864075 33.094358444213867 94.714052677154541 487.25736856460571 104.58402812480927 414.6942013502121 328.21991503238678 70.103437304496765 126.17820203304291 47.806165814399719 181.66742265224457 61.229331493377686 316.18298172950745 788.43577086925507 95.270764231681824 315.9190422296524
leaf_count=745 88 49 172 1854 192 67 61 35 11 61 274 35 206 106 21 59 22 73 34 97 348 30 140
internal_value=0 0.00185696 0.00332403 -0.00107439 -0.000116865 0.000365835 0.00438109 0.000916479 -0.00203565 -0.000136169 0.00012164 0.000445023 7.87877e-05 0.00104174 0.00496906 0.0044468 -0.00559798 0.00193879 -0.000237466 0.00526426 -0.000258035 0.00161379 0.000846599
internal_weight=0 3503.91 1718.41 6056.09 3033.93 2721.99 302.496 697.539 3022.16 2419.5 2324.78 1785.5 1680.92 1266.22 1020.87 950.765 94.6165 602.922 338.168 824.586 938.005 276.938 1837.53
internal_count=4780 1375 631 3405 1540 1348 128 282 1865 1220 1159 744 709 503 349 328 57 225 137 269 397 103 885
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=24
num_cat=0
split_feature=98 131 5 149 99 135 43 5 94 124 60 44 150 84 29 69 9 107 112 44 29 88 60
split_gain=6.95556 3.07957 3.36507 1.83226 2.44823 1.80244 1.69552 1.81491 1.78705 2.88743 1.69264 1.62487 1.58498 1.56811 1.60634 1.57736 1.46155 1.67891 1.45985 1.44353 1.39368 1.49008 1.39223
threshold=0.0051502294372767219 0.0013146653072908523 0.0026833302108570938 0.0084566329605877417 0.017188700847327713 0.0015833032084628942 0.00046126570669002836 0.02129978779703379 0.028884131461381916 0.0063990866765379914 0.002945306478068233 0.086341444402933135 0.012252715881913902 0.00044738779251929378 0.013439828064292671 0.0017376682371832433 0.0022975050378590827 0.0021592099219560628 0.00040826165059115743 0.0060143163427710542 0.074787221848964705 0.023343417793512348 0.0084566329605877417
decision_type=2 2 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 -3 5 -5 8 20 11 -10 12 -1 -4 15 -15 16 17 -2 -9 -16 21 -8 -7
right_child=1 3 10 4 -6 22 7 18 9 -11 -12 -13 -14 14 19 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.002409590251839339 0.00090974521585377604 -0.00183778309700487 0.0048365470231929303 0.0038675969473880491 0.0081564387969862706 -0.00044967671617036366 -1.3816989491998691e-05 0.0091502789870954882 -0.0019846749333515649 0.010681573838572706 0.007667649813216099 0.0067652836281054292 -0.00069870608655174635 -0.0042265077393421396 -0.0033952675134265274 -0.0014269897513343689 -0.0034465094110409317 0.0058933526144081087 -0.0016610480475438344 0.0065601101775400435 -0.009911015204286687 -0.0053346850610115635 -0.0092203520261770824
leaf_weight=2827.4816286563873 279.90583300590515 791.23706817626953 497.65522301197052 248.99839520454407 119.05185878276825 425.70643246173859 2109.1714811325073 90.018606781959534 121.12122595310211 71.587260365486145 354.5294976234436 49.094807505607605 174.7362607717514 232.58762061595917 62.420382499694824 238.8356477022171 74.457315802574158 426.50712072849274 47.806165814399719 87.392528057098389 38.736878633499146 140.33329784870148 50.627425909042358
leaf_count=1743 117 409 162 88 36 173 1094 30 67 28 108 21 58 115 29 102 38 152 22 30 27 101 30
internal_value=0 0.00156817 0.00269752 -0.000109005 0.00151096 0.000420211 -0.0011599 -0.000172053 -0.00194073 0.00272058 0.00487209 -0.002253 0.00339809 0.00110484 -0.00162568 0.00212882 0.00321639 0.00391867 0.00540024 0.00241215 -0.000507682 -0.000345754 -0.00138187
internal_weight=0 4064.65 2429.03 1635.62 844.384 725.332 5495.35 2426.07 3069.28 192.708 1026.92 2876.58 672.391 1402.11 382.401 1019.71 780.87 706.413 137.825 149.813 2288.24 2249.5 476.334
internal_count=4780 1647 911 736 327 291 3133 1274 1859 95 328 1764 220 583 174 409 307 269 52 59 1222 1195 203
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=24
num_cat=0
split_feature=98 43 101 19 7 5 42 121 117 124 19 78 38 124 44 149 114 143 20 60 31 142 66
split_gain=6.38065 3.14071 2.75425 3.47687 2.11099 1.85713 2.01394 1.84684 1.86482 1.76708 1.58733 1.75657 1.5676 1.55545 1.64275 1.55137 1.50915 1.45975 1.40187 1.71653 1.38832 1.3204 1.25007
threshold=0.034632634371519096 0.00046126570669002836 0.010829726699739696 0.017188700847327713 0.0026012937305495147 0.02129978779703379 0.0045489775948226461 0.04273676127195359 0.034632634371519096 0.00087947337306104611 0.0046923852059990176 0.0079489401541650313 0.0010263677686452868 0.00017767510871635753 0.0028552538715302949 0.028020657598972324 0.0054799309000372895 0.0063990866765379914 0.00038414125447161501 0.002945306478068233 0.00039601318712811922 0.0028552538715302949 0.0011615398107096555
decision_type=2 2 2 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 10 12 -7 8 13 -6 -4 17 15 -2 -15 -3 18 -12 -14 -20 -5 -16 -17
right_child=7 2 3 20 9 6 -8 -9 -10 -11 11 -13 16 14 21 22 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.001656889954256692 0.0025657402508489613 -0.0015774219420921507 0.0033272989954023866 0.00066619865186798083 0.0074472868758466669 0.0072259140323988448 -0.0006924299088796735 0.005885466669646823 0.0055530759572195261 -0.005635051053047139 -0.0016835754694535237 0.014070565094675483 0.0048622941933900328 0.0023761794732374986 5.2186964718186919e-05 0.0025428333921145309 -0.0035901029411017772 0.0091274109601945062 0.0023438876969615096 -0.0056781299702757058 -0.010477009097912576 -0.0088000607294583932 -0.0061185136697241302
leaf_weight=3530.4478526115417 415.71003377437592 2378.7970131635666 247.80734419822693 55.733197331428528 38.395311236381531 168.00028026103973 153.82522165775299 423.10031652450562 259.4051194190979 78.762398958206177 47.806165814399719 100.47412633895874 310.08134067058563 117.86080777645111 70.249823331832886 398.81130576133728 124.0400767326355 90.018606781959534 252.21001803874969 90.65294623374939 56.074764728546143 105.21836757659912 46.517524123191833
leaf_count=2086 140 1274 93 24 13 51 62 120 84 53 22 28 116 41 27 147 79 30 112 56 38 61 23
internal_value=0 -0.000533153 0.000322234 0.00317612 0.00467709 -0.000197971 0.00344113 0.00312964 0.00192566 -0.00134766 0.00612913 0.00904276 -0.000523192 0.000598557 -0.00218936 -0.00107038 0.00146567 0.00537749 0.00242612 0.000222867 -0.00492243 -0.00525601 0.0016381
internal_weight=0 8168.46 4638.01 715.072 603.264 3922.94 321.826 1391.54 968.444 117.158 486.106 238.299 3601.11 709.039 293.329 2824.13 776.984 137.825 652.944 342.863 111.808 175.468 445.329
internal_count=4780 4307 2221 301 239 1920 113 473 353 66 173 80 1807 269 129 1444 363 52 284 168 62 88 170
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=24
num_cat=0
split_feature=71 121 39 10 82 99 5 97 29 66 129 84 38 58 135 110 107 99 70 91 99 21 10
split_gain=5.77732 4.13133 3.4175 2.78496 1.55895 1.65625 1.54904 1.56489 1.51732 1.52034 2.39004 1.38878 1.7141 1.65103 1.5398 1.34511 1.30088 2.0741 1.29403 1.2891 1.42018 1.27929 1.7719
threshold=0.10522961243987085 0.00017767510871635753 0.0021592099219560628 0.0045489775948226461 0.0013986918493174019 0.0014881226234138014 0.0026833302108570938 0.00064626874518580746 0.021960759535431865 0.00017767510871635753 0.00057154725072905432 0.0011261500185355546 0.0017376682371832433 0.017188700847327713 0.00085274505545385193 0.002945306478068233 0.0079489401541650313 0.0011615398107096555 0.0010918468469753864 0.0028552538715302949 0.0011615398107096555 0.00040826165059115743 0.0031340263085439806
decision_type=2 2 2 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 15 16 10 -10 18 13 14 -13 -3 -4 -18 19 20 -5 -8 -23
right_child=4 2 8 11 -6 -7 21 -9 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=-0.0018225112588806552 -0.0039843381025758337 0.0045804204544327067 -0.0019808648310748003 -0.0025421049389854084 0.0046119617126359341 0.0030986165521509523 0.010242203822788556 -0.0029938453422763984 -0.0010893666438545058 -0.0019157248788691024 0.009261336164017803 0.0022545602897884169 0.0075826567995934957 0.0045453551528833154 -0.0055744790101614631 -0.0011578356070317769 -0.0054518372354919716 0.0034169929006590293 -0.002864106146579541 0.0056725068706005785 0.0035389815455911405 0.0011743806119864854 0.0093265007609976119
leaf_weight=3326.6495072841644 126.22699737548828 442.50756978988647 1737.2553020715714 276.47906601428986 774.20304715633392 238.44528496265411 125.6414532661438 121.26761198043823 100.96207976341248 146.33734822273254 124.59678828716278 122.2146862745285 120.53568184375763 176.02490246295929 129.19464349746704 132.76779651641846 86.494249105453491 277.18216359615326 433.17434310913086 108.74272525310516 147.08924114704132 180.23239493370056 105.7750791311264
leaf_count=1967 61 162 973 138 249 86 37 73 48 78 48 58 43 57 75 60 47 113 210 44 55 68 30
internal_value=0 -0.00045202 0.0004429 0.00170062 0.00334235 0.000646936 0.00360507 0.00216798 -0.000890513 0.00205328 0.00462827 0.000306132 0.00231659 0.000831574 -0.00176864 0.00325609 -0.00141161 0.00130769 -0.000834923 0.000816348 -0.000430374 0.00603674 0.00418931
internal_weight=0 8421.12 5094.48 2621.65 1138.88 364.672 1108.19 696.543 2472.83 371.896 225.559 1513.46 547.97 427.434 251.409 575.275 2100.93 363.676 965.485 532.311 423.568 411.649 286.007
internal_count=4780 4384 2417 1110 396 147 430 295 1307 174 96 680 233 190 133 222 1133 160 447 237 193 135 98
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=24
num_cat=0
split_feature=71 121 39 10 112 97 149 145 134 18 22 101 49 29 99 81 68 29 114 123 82 42 135
split_gain=5.21403 3.72853 3.09634 2.78244 2.13138 2.2621 1.46491 1.45572 1.37905 1.8166 1.32806 1.28791 1.64388 1.5641 2.029 1.39324 1.3502 1.27833 1.48292 1.2723 1.23477 1.46851 1.45927
threshold=0.10522961243987085 0.00017767510871635753 0.0019071503775194289 0.0045489775948226461 0.0028552538715302949 0.0010918468469753864 0.0019071503775194289 0.0035485138650983576 0.0011261500185355546 0.0037758676335215573 0.0019672545604407792 0.0060143163427710542 0.0017376682371832433 0.018276390619575981 0.00060774214216507982 0.0053125319536775359 0.0068083447404205808 0.074787221848964705 0.00017767510871635753 0.00038414125447161501 0.0013986918493174019 0.0095705352723598498 0.0063990866765379914
decision_type=2 2 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 17 -8 9 -5 20 15 13 14 -13 -4 -17 18 19 -1 -2 22 -22
right_child=10 2 11 8 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.00074538735815973941 0.0011775188917263666 0.0057841971977532873 -0.0029248276505505853 0.0010413353926169563 -0.0008300552303627753 -0.0021020719206334393 0.0031095595973746029 -0.0025069662062504085 -0.0077357240156637466 -0.0063384280621125895 -0.0019743067810397623 -0.0098512221435659124 -0.0079686035087088748 0.0067448420379096485 0.0015923287550348331 -0.0013809647568227101 0.0023585484977381981 -0.0091370047061846617 -0.0026706145843901946 0.0061754472549491006 0.0071740218929319593 0.00031215411348932908 0.00031223820258651554
leaf_weight=627.80581057071686 322.16706931591034 726.98242545127869 852.10486948490143 1276.6113811731339 210.94465136528015 103.92972588539124 284.11332547664642 194.24110472202301 52.013658285140991 89.217918515205383 112.80383169651031 42.70039439201355 45.472859144210815 129.8001503944397 417.07630336284637 802.37572252750397 345.24506628513336 64.196977615356445 2082.030154466629 74.262134432792664 472.14632868766785 139.06461894512177 92.693480849266052
leaf_count=330 127 251 482 552 89 62 128 104 33 51 49 28 34 46 196 435 158 48 1327 30 139 49 32
internal_value=0 -0.000429419 0.000420755 0.00169653 0.00365832 0.00479779 -0.00173139 0.000828907 0.000254976 0.000559279 0.00317523 -0.000770251 0.0011914 0.00189789 0.000529543 -0.00139321 -0.000255986 -0.00216137 -0.00200052 -1.33272e-05 0.00374136 0.00491479 0.00604796
internal_weight=0 8421.12 5094.48 2459.7 1041.86 830.912 3326.65 478.354 1417.84 1365.83 1138.88 2634.78 635.05 589.577 459.777 1999.73 1147.62 2848.3 2784.1 702.068 1026.07 703.904 564.84
internal_count=4780 4384 2417 1038 402 313 1967 232 636 603 396 1379 304 270 224 1075 593 1735 1687 360 347 220 171
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=24
num_cat=0
split_feature=98 82 24 75 131 149 132 98 60 141 17 74 87 54 104 117 10 137 8 93 101 53 82
split_gain=4.82848 2.51802 2.03203 1.7914 1.8477 1.91112 1.64088 1.49825 1.87889 2.09169 2.06472 2.01662 1.75061 1.7207 1.57789 1.48342 1.39594 2.00532 1.34064 1.30591 1.20123 1.189 1.14661
threshold=0.034632634371519096 0.0034400182776153092 0.0049928687512874612 0.0084566329605877417 0.00096484774257987748 0.00085274505545385193 0.00080172589514404546 0.00096484774257987748 0.0011261500185355546 0.0005893622583243997 0.00077738583786413084 0.0005375427135732026 0.00080172589514404546 0.0014881226234138014 0.0070226341485977182 0.022641776129603389 0.0058306583669036635 0.00037263428384903824 0.0048403022810816774 0.021960759535431865 0.010829726699739696 0.040252277627587325 0.0022975050378590827
decision_type=2 2 2 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 7 -6 -2 -1 9 12 11 13 -9 -10 -15 -7 17 18 20 -4 -3 -18 -12
right_child=6 2 19 -5 5 15 -8 8 10 -11 22 -13 -14 14 -16 -17 21 -19 -20 -21 -22 -23 -24
leaf_value=-0.0010862313470183485 0.0031854806453632499 0.0041641238631775724 0.0035325817606685545 -0.0028395097043672538 -0.0037455257505183484 -0.0014663556167472357 -0.0036448098006272296 0.006295043369573961 0.0087896434196702844 -0.0013986688232101923 0.0018100804556759971 0.017156486076897858 -0.0033648067595705429 -0.0038587058615277871 0.0078441420087192147 0.0024686570059199195 -0.0010821736989483916 -0.0018287527325790386 2.1228059943808781e-05 -0.0043100922403609262 0.01250074236166863 -0.0087393777945127208 -0.0071725221537133621
leaf_weight=1171.8698740005493 1297.220778465271 180.32998561859131 750.4507851600647 1079.9371558427811 740.37453532218933 1093.7129819393158 94.323689937591553 188.20822179317474 133.66607546806335 737.93476819992065 253.59625041484833 38.395311236381531 62.469177842140198 75.892343521118164 46.419933438301086 306.65457367897034 694.60003435611725 261.81605398654938 142.17865109443665 57.119429707527161 56.826657652854919 54.68853235244751 41.314162015914917
leaf_count=672 428 72 298 725 477 590 45 72 43 377 115 13 31 43 19 137 323 129 69 27 15 35 25
internal_value=0 -0.000463794 0.000983039 -0.000996443 -0.000589452 -0.00169093 0.0027225 0.000268067 0.00127388 -5.8207e-05 0.00350864 0.00647097 0.00388779 0.00486821 0.000582757 -0.000604661 -0.000175562 0.0015371 0.0038602 0.00297787 0.00616172 -0.00164105 0.000551703
internal_weight=0 8168.46 2198.01 5970.45 4890.51 2140.74 1391.54 2749.77 1577.9 988.612 589.284 294.374 250.677 255.978 122.312 1400.37 1390.44 641.151 379.335 807.57 237.157 749.289 294.91
internal_count=4780 4307 968 3339 2614 1204 473 1410 738 480 258 118 103 105 62 727 643 285 156 325 87 358 140
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=24
num_cat=0
split_feature=121 7 5 101 135 82 145 97 44 40 107 96 140 46 89 92 43 114 60 92 71 77 86
split_gain=5.03235 2.33762 2.18707 2.87347 2.0406 1.73194 2.10453 1.71469 1.71241 1.36546 1.51432 1.67881 1.46785 1.28326 1.27982 1.53603 1.2564 1.25493 1.22787 1.20328 1.20314 1.22472 1.19305
threshold=0.0063990866765379914 0.0012357163941487672 0.00085274505545385193 0.018276390619575981 0.00075379351619631063 0.0013986918493174019 0.0010918468469753864 0.0022975050378590827 0.04673989117145539 0.0066005610860884198 0.029773407615721229 0.0042751494329422721 0.010180860292166473 0.012636432424187662 0.00062670491752214741 0.0034400182776153092 0.00046126570669002836 0.0021592099219560628 0.010829726699739696 0.0017376682371832433 0.27827766537666326 0.00057154725072905432 0.0017376682371832433
decision_type=2 2 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 7 8 13 -3 -7 22 9 10 11 -4 -12 19 -8 17 -5 -16 -18 -2 21 -6 -1
right_child=1 5 3 16 20 6 14 -9 -10 -11 12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0005455003299703969 0.0045569781672491726 -0.0063990899842011678 -0.00024716887513346529 0.00016739131010631649 -0.00026525224094895821 0.0063257387184011242 -0.0046595086605348791 -0.003461122809304214 0.0062928784317601242 -0.0021539167871027134 0.0029931608459126142 0.0035587842368133352 -0.0086945641458634655 -0.00082361290041000875 0.0037528615798606683 0.0096753163640360615 0.0028644933458978547 -0.0081442892205429909 0.0095757563681949792 0.0096683225964179619 0.0077736090647512208 0.003249633909267126 -0.0032957233517141487
leaf_weight=3356.7385172843933 373.20482075214386 110.81209242343903 959.43252980709076 119.53981220722198 584.39344882965088 116.6209614276886 158.3254861831665 766.27379238605499 98.043228983879089 778.78980934619904 39.781543612480164 415.10452687740326 82.725914716720581 75.550776124000549 47.757370471954346 43.696264028549194 132.57261514663696 41.362957358360291 140.2556699514389 166.51645720005035 75.355594754219055 430.32425045967102 446.82152271270752
leaf_count=1801 120 75 468 56 219 44 85 516 36 437 16 169 54 29 20 15 52 27 44 44 21 147 285
internal_value=0 0.00208353 -0.000631617 0.000478004 0.00297744 -0.000856138 0.000650193 -0.0013033 -0.000177154 -0.000455884 0.000427464 0.000902213 -0.00489924 0.00527961 -0.00162322 0.00199621 0.00444179 -0.0017689 0.00631462 0.00613395 0.00167802 0.00122535 -0.000868582
internal_weight=0 2223.92 7336.08 2766.25 1705.35 518.575 407.763 4569.83 2373.88 2275.83 1497.04 1374.54 122.507 615.272 291.142 132.817 392.368 89.1203 272.828 539.721 1090.07 1014.72 3803.56
internal_count=4780 846 3934 1332 580 266 191 2602 1180 1144 707 637 70 193 147 62 152 47 96 164 387 366 2086
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=24
num_cat=0
split_feature=5 50 58 1 70 145 136 22 118 101 25 88 22 141 99 79 107 59 35 70 35 69 126
split_gain=4.11386 2.72282 2.37029 1.98647 1.90072 1.85134 1.83022 1.62408 1.96311 1.9115 1.81974 1.38161 1.35129 1.29621 1.76623 1.94742 1.50302 1.82726 1.24305 1.24092 1.50569 1.35714 1.22647
threshold=0.0026833302108570938 0.018276390619575981 0.0053125319536775359 0.0013986918493174019 0.034632634371519096 0.00093549740267917525 0.0054799309000372895 0.00057154725072905432 0.00085274505545385193 0.0087224207818508166 0.0045489775948226461 0.0023699469165876512 0.00043393640953581786 0.0038949446752667431 0.0016846025246195497 0.0014881226234138014 0.00244467705488205 0.0014427106943912806 0.0048403022810816774 0.00062670491752214741 0.0072436286136507997 0.0014881226234138014 0.00043393640953581786
decision_type=2 2 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 4 5 -2 13 9 -9 10 12 -10 19 14 -1 16 17 -16 -14 20 21 -4 -8
right_child=1 -3 7 -5 -6 -7 22 8 11 -11 -12 -13 18 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0019750913204692709 0.004623563403877015 0.0040815707299148426 0.005680229153902934 -0.0017543439261506286 0.010716894368918699 5.3235678973500972e-05 0.008516510541926486 -0.0037483503960248424 0.0039759641789988021 0.0063568499045840061 -0.0026444225408423275 -0.0057500521693545324 0.0026644420219214659 -0.0027578913693413927 0.0054239167369331594 -0.0012483750181891615 0.004958463724197542 -0.0026177744399160149 0.013009645219784203 -0.00012638930193180641 -0.003605396145951895 -0.0030334495293820774 -0.0011873248871373744
leaf_weight=1730.7433354854584 308.59751760959625 823.20026397705078 324.59796667098999 594.32108938694 56.875452995300293 785.80969214439392 78.128059506416321 383.23005199432373 186.96837544441223 177.36233949661255 296.88218891620636 45.375268459320068 74.310929775238037 1344.9847954511642 106.01905584335327 788.78620803356171 310.27652204036713 211.67658150196075 47.659779787063599 708.5799115896225 67.965312004089355 51.818476915359497 55.830788016319275
leaf_count=1029 109 266 119 303 17 348 27 208 75 58 167 30 32 825 40 470 124 119 16 304 41 25 28
internal_value=0 0.0017111 -0.000628718 0.000593226 0.0018051 0.00134196 -0.00128693 0.000659017 -0.00154979 0.00143634 0.000881119 0.00207653 0.00170208 -0.00145865 -0.000903467 0.000405652 0.00248325 6.58397e-05 0.00670681 0.00117264 0.00324397 0.00448068 0.00447219
internal_weight=0 2568.8 6991.2 1745.6 1151.28 1094.41 4626.45 2364.75 615.574 1749.18 1571.81 232.344 1274.93 4492.49 3147.5 1416.76 627.972 317.696 121.971 1152.96 444.382 376.416 133.959
internal_count=4780 1043 3737 777 474 457 2662 1075 313 762 704 105 537 2607 1782 753 283 159 48 489 185 144 55
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=24
num_cat=0
split_feature=5 50 114 46 19 1 97 110 101 150 109 99 128 127 71 45 145 65 20 142 24 133 135
split_gain=3.71276 2.45735 2.14443 1.95753 1.83093 1.79279 1.94689 1.65889 1.95161 1.66122 1.53683 1.55034 1.52008 1.36051 2.15623 1.30934 1.26093 1.34181 1.24234 1.60748 1.79306 1.1981 1.19316
threshold=0.0026833302108570938 0.018276390619575981 0.000490355829242617 0.015200819820165636 0.017188700847327713 0.0013986918493174019 0.0036604277556762104 0.011519505176693203 0.0011261500185355546 0.0053125319536775359 0.00099512818269431613 0.013439828064292671 0.00046126570669002836 0.024066280573606495 0.27827766537666326 0.0031340263085439806 0.012636432424187662 0.014293605927377941 0.0092791137285530585 0.0049928687512874612 0.00060774214216507982 0.0022272822679951791 0.0079489401541650313
decision_type=2 2 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 7 -3 6 15 8 -1 -9 -5 -12 22 14 -4 -2 17 -7 19 20 -17 -15 -10
right_child=1 4 13 10 -6 16 -8 9 12 -11 11 -13 -14 21 -16 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00049489221143811575 0.0045512410153011633 0.0047252711919673913 -0.0016047137454828849 0.00561864866419456 -0.002681295592593314 -0.0034605506046481898 -0.0053771915416881404 -0.00081485044043515828 0.0064038934429284022 -0.01164054925466732 -0.0045389783360453824 0.0021840292823294164 -0.00059508082364733838 0.010972833442871472 0.0074931732605264256 0.0062970354036730571 0.0046287245146445881 0.0042175824453256905 0.007093595818620845 0.0026018649520821602 -0.0045027460638563952 0.00053724725578369091 0.0007828997759604015
leaf_weight=1258.8143742084503 404.06346321105957 728.97416472434998 4055.5438208580017 56.97304368019104 94.226099252700806 459.21998620033264 89.266713857650757 206.03406131267548 403.86828184127808 42.797985076904297 387.38874912261963 110.1289576292038 151.34552896022797 39.781543612480164 66.188716888427734 46.371138095855713 70.152232646942139 64.948870539665222 72.827106714248657 314.24003779888153 224.51420307159424 89.120327830314636 123.21055591106415
leaf_count=576 147 225 2404 21 41 255 53 103 139 32 217 47 68 16 22 17 23 25 25 125 107 47 45
internal_value=0 0.00162555 -0.000597282 0.000493298 0.00387749 0.000563565 0.00171485 0.00116631 0.00165994 -0.00267682 -0.00216002 -0.00305079 0.00382169 -0.00130042 -0.00145862 0.00231096 -0.00166663 -0.00250917 0.000935153 0.000168648 -0.002654 0.00375787 0.00508992
internal_weight=0 2568.8 6991.2 2740.56 823.2 1745.6 1151.28 2186.07 1937.24 248.832 554.491 497.518 678.424 4250.63 4121.73 1062.02 594.321 524.169 657.952 585.125 270.885 128.902 527.079
internal_count=4780 1043 3737 1248 266 777 474 963 828 135 285 264 252 2489 2426 421 303 280 274 249 124 63 184
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=24
num_cat=0
split_feature=121 135 22 114 66 39 134 117 110 87 93 82 121 134 125 98 58 117 101 96 68 108 43
split_gain=4.07007 2.23833 1.91125 1.77683 1.4488 1.83742 1.44275 1.49264 1.33282 1.75438 1.56524 1.42547 1.31794 1.34111 1.503 1.30985 1.30276 1.49997 1.50313 1.29765 1.2855 1.26532 1.24645
threshold=0.0063990866765379914 0.00075379351619631063 0.00090704852482303988 0.000490355829242617 0.00057154725072905432 0.0016846025246195497 0.00017767510871635753 0.0084566329605877417 0.00050559637020342063 0.023343417793512348 0.045367386192083366 0.00073092587990686308 0.00064626874518580746 0.00093549740267917525 0.0041444667149335155 0.0084566329605877417 0.021960759535431865 0.027182282879948619 0.00096484774257987748 0.00093549740267917525 0.0058306583669036635 0.0044099434744566688 0.040252277627587325
decision_type=2 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 8 6 -6 22 -8 9 -1 11 -10 -13 14 21 19 17 -5 -19 -12 -18 -14 -3
right_child=1 4 -4 16 5 -7 7 -9 10 -11 15 12 13 -15 -16 -17 20 18 -20 -21 -22 -23 -24
leaf_value=0.00178063353989448 0.0048823481968686706 -0.0008007887821971833 -0.0043445766829588823 -0.0017276249630094279 0.0012276923206558908 -0.0064929917199992504 -5.5855668094484628e-05 0.0075757133131505536 -0.0025132148635048234 -0.007240900386655408 0.0031558486911784467 -0.0026985881495014069 0.0092040927105952793 -0.0058236811652701186 -0.0028113978992797459 -0.013721741409978739 0.0043851188207449879 -0.0035996910035602462 0.0025527281530445842 -0.0078007796150198084 -0.0029434846781295418 0.0028251380534437078 0.0030833122252946384
leaf_weight=1444.9044334888458 678.98107826709747 577.1495521068573 61.180536150932312 3803.9681422710419 169.53289866447449 141.28037214279175 102.10433542728424 172.01259136199951 391.54744625091553 55.977174043655396 49.143602848052979 158.22789549827576 108.4987485408783 43.940240740776062 82.384347319602966 37.301850914955139 194.89540696144104 130.58087587356567 414.10865724086761 60.038280487060547 86.347863078117371 274.2145174741745 321.6791158914566
leaf_count=615 221 245 32 2318 60 86 41 54 226 34 23 81 34 25 40 22 77 78 182 39 41 99 107
internal_value=0 0.00187376 0.00411967 -0.000568028 0.00075341 -0.00228175 0.00155768 0.00473307 0.000449786 0.00144416 -0.000788453 -0.000118262 0.00128708 0.00252598 0.00331481 -0.00563272 -0.00116294 -0.00137623 0.00107778 -0.00286912 0.00213508 0.00463356 0.000589281
internal_weight=0 2223.92 740.162 7336.08 1483.76 310.813 1172.95 274.117 2706.18 1500.88 1205.3 1058.81 667.266 509.038 465.098 146.484 4629.9 4348.66 544.69 109.182 281.243 382.713 898.829
internal_count=4780 846 253 3934 593 146 447 95 1238 649 589 505 279 198 173 84 2696 2578 260 62 118 133 352
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=24
num_cat=0
split_feature=58 27 98 91 5 113 18 84 59 129 69 146 129 99 65 88 11 108 37 75 135 31 67
split_gain=3.58323 2.66056 1.96061 2.17785 1.77311 1.57156 1.66352 1.54769 1.62601 1.69336 1.3693 1.31094 1.26084 1.90423 2.32208 2.24883 1.24565 1.21413 1.38386 1.15677 1.49307 1.45448 1.1464
threshold=0.0053125319536775359 0.0015833032084628942 0.15615913271903994 0.0014427106943912806 0.0019672545604407792 0.013439828064292671 0.015675474889576439 0.00037263428384903824 0.0038949446752667431 0.00017767510871635753 0.00039601318712811922 0.00077738583786413084 0.00077738583786413084 0.0016846025246195497 0.0035485138650983576 0.0034400182776153092 0.0016846025246195497 0.0098710241727530974 0.00038414125447161501 0.0054799309000372895 0.0053125319536775359 0.0026833302108570938 0.00037263428384903824
decision_type=2 2 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 -6 9 -9 17 22 13 15 -15 -1 -3 -5 -19 20 21 -12 -2
right_child=2 16 -4 5 7 -7 -8 8 -10 -11 19 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.0019066136892603289 0.0034074508911287626 -0.0034971164445390165 0.0051275003038378161 0.0067753810131523252 0.0052395666732910828 -0.0010068899597389983 -0.0064178323039432153 0.0018077793721619031 0.0042481157159229462 -0.0079034682625491771 0.0052218905942772592 -0.0011785814353415503 -0.0019687941811987672 0.0037890126375387115 -0.0045010575556178566 0.0060019103371854324 -0.0011879798273230317 -0.0053790184416523008 0.0057049768787844259 -0.0016864391721552756 -0.0007516875923826538 0.00021303825472084723 -0.0052375912611640207
leaf_weight=819.56722259521484 296.80456101894379 905.07447183132172 286.90575301647186 332.28102147579193 290.01978516578674 365.86333334445953 49.387579560279846 91.600020527839661 139.21100497245789 88.026867508888245 515.43226718902588 1354.8170685768127 853.17836701869965 544.90467727184296 99.966210126876831 100.96207976341248 1646.484802365303 50.529835224151611 63.611433506011963 180.96432507038116 238.73805701732635 201.63138747215271 44.037831425666809
leaf_count=440 110 608 81 111 101 142 33 41 55 56 191 636 526 215 61 48 966 26 24 98 98 84 29
internal_value=0 -0.000817705 0.00114593 0.000836703 0.000184701 0.00195499 0.00261875 0.0025964 0.000192134 -0.00295126 0.00290065 -0.000481268 -0.000422425 0.000420381 0.00250391 -0.00103922 -0.00200706 0.00524712 0.000798141 0.00197916 0.00267318 0.00381345 0.00229049
internal_weight=0 5579 3981 3694.1 3027.44 1998.44 1632.58 608.858 318.838 179.627 1583.19 1695.66 2418.58 1565.4 644.871 920.529 2551.56 446.422 114.141 1136.77 955.802 717.064 340.842
internal_count=4780 3117 1663 1582 1543 807 665 253 152 97 632 775 1290 764 276 488 1574 161 50 471 373 275 139
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=24
num_cat=0
split_feature=121 135 101 49 50 1 5 63 58 17 129 44 110 19 136 11 39 22 40 48 112 80 131
split_gain=3.45968 1.94527 1.64788 1.97361 1.45204 2.17241 1.61413 1.45163 1.43754 1.32928 1.30018 1.21494 1.18846 1.37115 1.27443 1.22144 1.11912 1.12177 1.09111 1.08719 2.0586 1.27485 1.66415
threshold=0.0063990866765379914 0.00075379351619631063 0.0011261500185355546 0.00077738583786413084 0.028884131461381916 0.0053125319536775359 0.00057154725072905432 0.00052132029668428015 0.017188700847327713 0.011169348377734424 0.00077738583786413084 0.019431582652032379 0.00096484774257987748 0.0054799309000372895 0.000490355829242617 0.0014427106943912806 0.00052132029668428015 0.00052132029668428015 0.00747153488919139 0.00042089859198313212 0.0048403022810816774 0.0025217677466571335 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 8 4 5 19 10 -8 -1 16 18 -7 -2 14 15 -14 -9 -18 -6 20 21 -4 -23
right_child=1 -3 3 -5 6 11 7 9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=-0.0016003054526016723 0.0052782751880022091 0.00068311496656095353 0.00029034369842301981 -0.002544379031023853 -0.00031210561978147546 -0.0041793903268844629 -0.0017637121757508617 0.0096118651195435736 0.0011361166503619181 0.011507463320732561 -0.0051176614316316938 0.0037627316650354469 0.0049237040349893553 -0.0052815355865446275 0.0084685992699454812 -0.0051391830721688181 -0.0015324988736627439 0.0064637756273725911 0.0074414925679976126 -0.0046595083048364197 -0.0052502501196962786 0.0039499135387318224 -0.0039138730588012703
leaf_weight=3406.115003824234 484.13446664810181 1483.7588655948639 788.26942205429077 519.84381079673767 144.51195776462555 356.02219045162201 69.009976983070374 71.392078995704651 558.66941034793854 87.246142029762268 87.880481481552124 55.684401988983154 62.176405787467957 63.855410218238831 71.440874338150024 58.554457426071167 94.177303910255432 82.091575264930725 66.139921545982361 82.725914716720581 114.62922215461731 676.96937620639801 74.701292514801025
leaf_count=1995 146 593 395 318 57 223 30 20 241 24 50 22 19 34 22 32 39 28 20 54 70 300 48
internal_value=0 0.00172755 -0.000523705 0.000288961 0.000805503 0.00016042 0.002779 0.00483954 -0.00121472 0.00620019 -8.92972e-06 -0.0031052 0.00382127 0.00106616 0.00317539 4.32047e-05 0.00433054 0.00219151 0.00212235 0.000934311 0.00121399 0.00169518 0.00316841
internal_weight=0 2223.92 7336.08 3371.3 2851.45 2149 702.449 403.917 3964.78 334.907 298.532 411.707 740.162 256.027 192.172 120.731 247.661 176.269 210.652 1737.3 1654.57 1539.94 751.671
internal_count=4780 846 3934 1698 1380 1112 268 141 2236 111 127 245 253 107 73 51 87 67 77 867 813 743 348
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=24
num_cat=0
split_feature=121 135 30 112 18 139 101 1 65 94 82 66 39 121 100 1 146 28 40 34 97 110 117
split_gain=3.12236 1.75561 1.51521 1.80811 1.55569 1.58666 1.5778 1.40555 1.3225 1.53458 1.28559 1.26101 1.64241 1.20735 1.60238 1.22625 1.45677 1.34432 1.20841 1.19671 1.11066 1.08471 1.88122
threshold=0.0063990866765379914 0.00075379351619631063 0.0037758676335215573 0.0038949446752667431 0.13848232477903369 0.00064626874518580746 0.0013146653072908523 0.00082683752407319855 0.0012745757703669371 0.0098710241727530974 0.0058306583669036635 0.00057154725072905432 0.0016846025246195497 0.00017767510871635753 0.00057154725072905432 0.0020932231564074759 0.0056525857653468856 0.00052132029668428015 0.0041444667149335155 0.0053125319536775359 0.0012745757703669371 0.00096484774257987748 0.0056525857653468856
decision_type=2 2 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 4 5 6 7 8 10 -10 19 -3 -13 15 -15 16 18 -18 -8 -1 21 22 -2
right_child=1 11 -4 -5 -6 -7 13 -9 9 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.002076192184309478 0.0020577453510471455 0.0013993002336034322 -0.0019111465330275757 -0.0028219392650687264 -0.0074272235634965421 -0.0029239816840874746 -0.0043707500187962142 -0.0015941868200853139 -0.0048871275377404232 0.0038223982745257154 0.0051497137445591082 0.0011353158070115221 -0.006164178384753357 0.0069913686331032959 0.0017804077264998927 -0.0023314321364783972 0.0085615123092282735 -6.9988851627599463e-05 0.0021433537500493345 -0.0013184975123197546 -0.0019980862092847614 0.0014418005873955135 0.008638531886587076
leaf_weight=637.72458136081696 194.50504422187805 1172.9455947875977 1506.3555556535721 564.34076309204102 66.774260997772217 365.28665900230408 122.50745832920074 1188.3294439315796 189.33051466941833 69.009976983070374 190.59032380580902 169.53289866447449 141.28037214279175 169.48410332202911 1138.6890178918839 332.65142142772675 111.32000863552094 75.843548178672791 169.97205674648285 437.86978900432587 78.372036218643188 221.40017092227936 245.88436305522919
leaf_count=306 61 447 981 312 46 226 70 647 118 30 62 60 86 58 496 180 42 41 78 241 37 87 68
internal_value=0 0.00164117 -0.000497519 -0.000132249 0.00015603 0.000253435 0.000493573 -0.000305112 0.00069969 -0.00256057 0.00136488 0.000648959 -0.00218267 0.00151538 0.00245553 1.3123e-06 0.00161916 0.0050638 -0.000585132 0.000694229 0.00363021 0.00429674 0.00573202
internal_weight=0 2223.92 7336.08 5829.72 5265.38 5198.61 4833.32 2712.85 1524.53 258.34 1266.18 1483.76 310.813 2120.47 1308.17 812.294 479.643 187.164 292.48 1075.59 740.162 661.79 440.389
internal_count=4780 846 3934 2953 2641 2595 2369 1404 757 148 609 593 146 965 554 411 231 83 148 547 253 216 129
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=24
num_cat=0
split_feature=71 149 94 137 29 99 58 117 110 58 114 141 83 125 10 69 105 141 138 118 23 76 83
split_gain=2.82026 2.19917 1.72391 1.53487 1.53414 2.06515 1.40981 1.21048 1.3887 1.27294 1.47761 1.16894 1.16518 1.14993 1.45998 1.13562 1.16757 1.08548 1.07169 1.34966 1.04228 1.03081 1.03062
threshold=0.15819545835256579 0.0013986918493174019 0.028884131461381916 0.000490355829242617 0.010180860292166473 0.0019672545604407792 0.021960759535431865 0.022641776129603389 0.00017767510871635753 0.0020932231564074759 0.0005893622583243997 0.00070876078098081063 0.0081988852471113222 0.012252715881913902 0.004017772153019906 0.00017767510871635753 0.0041444667149335155 0.0005893622583243997 0.0014881226234138014 0.0016846025246195497 0.036783467978239066 0.0003614811430452392 0.0038949446752667431
decision_type=2 2 2 2 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 7 8 9 10 -3 -11 -7 14 -14 -8 -17 -6 19 20 -2 -13 -9
right_child=18 4 3 -5 5 12 15 22 -10 11 -12 21 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0014508927538058995 0.0037653736041621099 0.0087041632310312124 0.0052248218044627769 -0.0048587053965039907 0.003464114701726086 0.0065441347365116547 0.0038905905418514224 -0.0043695863758991234 -0.0021454093766772701 0.0032225410405440033 5.1418795498801259e-05 -0.0012153738401169184 0.0056899884875387385 -0.0045745102828058824 0.00079866566544701764 -0.0027848541799082717 0.0033511109470016468 -0.00089831075300851018 0.0083967316063338644 -0.0036977867355839421 -0.0031212328675123816 -0.009026929564870825 0.0023836426201575851
leaf_weight=3495.4593455791473 550.56716024875641 90.018606781959534 176.51285588741302 48.001347184181213 176.17128849029541 211.89172565937042 333.47207248210907 65.144051909446716 1438.4013366699219 129.99533176422119 109.18188333511353 289.80464100837708 268.76717865467072 55.879583358764648 352.83053040504456 189.64324951171875 131.13758742809296 748.19510638713837 79.367905855178833 83.526602983474731 61.034150123596191 49.43637490272522 425.56004643440247
leaf_count=2105 178 30 77 30 63 74 106 33 779 54 62 146 91 30 146 77 47 367 24 33 26 35 167
internal_value=0 -0.000254983 -0.0011781 0.00306895 0.000422928 0.00158803 -0.000226924 -0.000749417 -0.00127033 0.000612752 0.00396159 -0.000808898 0.00330808 0.00229595 0.00291358 0.0018475 -0.000276426 -6.68936e-05 0.00289241 0.00226394 0.00307813 -0.00235372 0.00148711
internal_weight=0 8785.5 3719.97 224.514 5065.53 1813.74 3251.8 2597.54 2106.84 668.437 199.2 469.236 889.369 677.477 621.598 654.253 320.781 924.366 774.496 695.128 611.601 339.241 490.704
internal_count=4780 4519 2212 107 2307 771 1536 1306 1106 327 92 235 341 267 237 230 124 430 261 237 204 181 200
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=24
num_cat=0
split_feature=58 27 150 91 110 149 133 67 146 66 108 98 103 92 72 77 131 121 18 148 47 21 46
split_gain=2.63194 2.13036 1.67284 1.71044 1.52721 1.85146 1.39346 1.33747 1.3594 1.33208 1.88418 1.25599 1.81519 1.53378 1.26697 1.19255 1.84139 1.17892 1.30961 1.17632 1.13556 1.0773 2.3342
threshold=0.0053125319536775359 0.0015833032084628942 0.012252715881913902 0.0014427106943912806 0.00085274505545385193 0.00042089859198313212 0.0048403022810816774 0.00037263428384903824 0.00077738583786413084 0.00017767510871635753 0.017724351026117805 0.0026833302108570938 0.00037263428384903824 0.0017376682371832433 0.0012357163941487672 0.0011261500185355546 0.00040826165059115743 0.0053125319536775359 0.0081988852471113222 0.014740333426743748 0.013439828064292671 0.0013986918493174019 0.0053125319536775359
decision_type=2 2 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 -1 15 8 -2 -8 -11 -6 -13 -14 -15 16 -5 18 -9 -17 -4 -7 -23
right_child=2 -3 20 6 11 21 9 17 -10 10 -12 12 13 14 -16 19 -18 -19 -20 -21 -22 22 -24
leaf_value=-0.00080399057249423895 0.0041380745121855182 -0.0017650772003047822 0.00076453815085102345 0.0065530325542443859 -0.0032750447738183891 0.00099426447239828446 0.002841192126511136 -0.0031676777652109101 0.0002464078315909494 -0.0028601252806599599 0.0059136596179241935 0.0024600265921345117 -0.0052210930685826426 0.0076530121390169072 -0.0025431872871774486 0.007964548885312556 -0.0020235222090987754 0.0023304060731821011 0.0061208281417757492 0.0005969700232486691 -0.0034202842324341804 0.005907784910746605 -0.0026189953684181179
leaf_weight=764.27318334579468 331.08997046947479 2551.5592741966248 322.11827397346497 116.37698471546173 454.69975888729095 607.06112027168274 647.05780804157257 499.1967111825943 696.34779691696167 281.6336327791214 78.176854848861694 378.24183404445648 208.75773072242737 52.960732579231262 71.733646392822266 270.10461568832397 135.3938752412796 168.34184765815735 41.070185303688049 67.770130634307861 326.32576644420624 388.55096757411957 101.15726113319397
leaf_count=434 116 1574 125 34 285 287 258 279 287 134 29 165 107 18 34 92 60 65 15 33 136 157 56
internal_value=0 -0.000700805 0.000982111 0.00143423 0.000196177 0.00108523 0.00261544 0.000347948 0.00150049 0.00148502 -0.000953825 -0.00122235 8.91092e-05 -0.00260027 0.00178739 0.00454573 0.00194085 -0.00132316 -0.00246158 0.00648678 -0.00134145 0.00240171 0.00414644
internal_weight=0 5579 3981 3332.56 3027.44 1861.04 1596.51 1736.05 1027.44 1006.87 359.81 1166.39 711.694 333.452 124.694 589.646 251.771 708.609 540.267 337.875 648.444 1096.77 489.708
internal_count=4780 3117 1663 1402 1543 934 640 762 403 421 163 609 324 159 52 219 94 359 294 125 261 500 213
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=24
num_cat=0
split_feature=121 46 135 99 144 1 50 67 91 98 91 94 18 66 50 20 47 29 82 71 91 131 112
split_gain=2.49877 1.77154 1.37987 1.37262 1.35922 1.23548 1.35243 1.5277 1.30292 2.12962 1.27185 1.213 1.35298 1.20989 1.18652 1.52055 1.15656 1.34602 1.64826 1.50404 1.49687 1.51149 1.45587
threshold=0.0063990866765379914 0.015200819820165636 0.00075379351619631063 0.0019672545604407792 0.0087224207818508166 0.0063990866765379914 0.0028552538715302949 0.00017767510871635753 0.00040826165059115743 0.0011261500185355546 0.0022272822679951791 0.0014427106943912806 0.00066645268816500913 0.00057154725072905432 0.00017767510871635753 0.000490355829242617 0.040252277627587325 0.010180860292166473 0.00017767510871635753 0.15819545835256579 0.00075379351619631063 0.0037758676335215573 0.0019071503775194289
decision_type=2 2 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 5 6 7 8 9 14 -10 -12 -13 -4 -1 -16 17 19 -19 22 -20 -22 -8
right_child=1 3 13 -5 -6 -7 16 -9 10 -11 11 12 -14 -15 15 -17 -18 18 20 -21 21 -23 -24
leaf_value=-0.0017767143918509772 0.0039022858578240237 -0.0060063511993650696 0.0018530418352456668 0.00072866999446323641 -0.0022844298927631864 -0.0016464774894016762 0.00036382761059913321 -0.0019961397873412405 -0.0029203010713033366 0.0091578605994314163 -0.001105321661218447 0.008278290117110839 -0.0025568195113438992 -0.0020046908183768948 0.0067577734734777656 -0.0046175574737643763 -0.0031432097698913734 -0.0025856752039257191 -0.00072123229608965142 0.0042167355242441447 0.0057665803699483934 -0.00058309586974879257 -0.0041357308031983869
leaf_weight=195.77372312545776 653.96013736724854 127.71082043647766 1001.6848963499069 185.5821430683136 883.4315025806427 1192.292959690094 1390.175975561142 1207.4727576971054 351.66831195354462 98.043228983879089 199.54205751419067 95.465945601463318 41.265366673469543 254.98248279094696 122.06830024719238 38.688083291053772 170.16723811626434 129.09705281257629 165.95974564552307 217.19267845153809 516.81849956512451 114.48283612728119 206.47321939468384
leaf_count=113 218 68 370 72 582 648 686 732 206 36 106 38 23 118 52 25 86 71 75 76 194 64 121
internal_value=0 0.00146817 0.00203961 -0.0020168 -0.000445073 -0.000193247 0.000136137 -0.000756062 0.000554521 0.00263169 -0.000818018 0.00138051 0.00500827 0.00107029 0.000837044 0.00402015 0.000856545 0.00110493 0.00265558 0.000312988 0.00350428 0.0046151 -0.00021804
internal_weight=0 2223.92 1910.63 313.293 7336.08 6452.65 5260.36 2349.99 1142.52 454.573 687.942 336.273 136.731 1256.67 356.53 160.756 2910.37 2740.2 926.358 1813.84 797.261 631.301 1596.65
internal_count=4780 846 706 140 3934 3352 2704 1331 599 226 373 167 61 488 190 77 1373 1287 404 883 333 258 807
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=24
num_cat=0
split_feature=82 131 149 66 29 65 24 39 1 110 60 67 62 140 146 22 78 109 5 52 122 28 47
split_gain=2.32155 1.45014 2.01847 1.39088 1.3752 1.2925 1.34154 1.26705 1.69586 1.94264 1.84326 2.003 1.30307 1.33097 1.23543 1.20149 1.13138 1.05178 1.31775 1.07597 1.04127 1.19411 1.1692
threshold=0.0044099434744566688 0.00040826165059115743 0.00085274505545385193 0.00050559637020342063 0.0027679565828293566 0.0019071503775194289 0.004017772153019906 0.00244467705488205 0.012252715881913902 0.0014881226234138014 0.0013146653072908523 0.00017767510871635753 0.0023699469165876512 0.05109804309904576 0.0072436286136507997 0.00047558375808876013 0.048151826485991485 0.0026012937305495147 0.0022975050378590827 0.00080172589514404546 0.00017767510871635753 0.0020292587578296666 0.00096484774257987748
decision_type=2 2 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 20 -4 6 -5 8 9 10 11 -1 13 14 -9 17 -13 19 -19 -12 22 -22 -2
right_child=3 2 4 5 -6 -7 -8 12 -10 -11 15 16 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24
leaf_value=0.0025721035533966931 0.0061192421947610653 -0.0025362914729424729 -0.0024572702134796794 -0.0021636052579544368 0.00033872197104242241 -0.0052116081209708856 0.0027076064205956625 -0.0061271019646136383 -0.0040296157142704443 -0.0013474451994702863 0.0081687085435659182 -0.0029073225066609315 0.0043907095319069096 0.0065096011155742319 -0.0011171052352095352 -0.0021938175774791928 0.0048771285925422849 0.011511464480152887 0.0031236895370504226 -0.0011504843326161735 0.0046054945613784549 -0.0013186092572548772 0.00063318931052996517
leaf_weight=855.96192479133606 107.25890219211578 1486.4403861761093 554.37319695949554 265.68197906017303 2127.4764043092728 123.74730467796326 302.0079231262207 205.77012181282043 159.76051390171051 519.81497824192047 53.009527921676636 325.35872936248779 79.514291882514954 38.492901921272278 306.09786212444305 47.806165814399719 54.493350982666016 130.99120140075684 72.875902056694031 74.506111145019531 540.16043603420258 100.96207976341248 1027.4377673864365
leaf_count=371 37 972 334 126 1037 67 108 146 90 263 20 204 30 17 168 22 27 41 27 40 182 48 403
internal_value=0 -0.000459547 -0.00105839 0.00132108 -0.000239246 -0.000581448 0.000427853 0.000393995 0.000939275 0.00131113 0.00216683 0.00123115 -0.00159241 -0.00245683 -0.00313112 0.00521631 -0.00179057 0.00628531 0.00851311 0.0027236 0.00206186 0.00367258 0.00115177
internal_weight=0 7092.74 4168.29 2467.26 2681.85 691.437 567.69 2924.45 2294.58 2134.82 1615 1235.81 629.875 550.361 511.868 379.189 379.852 331.383 203.867 127.516 1775.82 641.123 1134.7
internal_count=4780 3809 2343 971 1371 301 234 1466 1105 1015 752 602 361 331 314 150 231 128 68 60 670 230 440
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=24
num_cat=0
split_feature=71 121 39 134 10 93 84 36 53 79 143 114 125 103 19 127 18 140 148 8 39 125 82
split_gain=2.13847 1.6496 1.75351 1.58178 1.93203 1.40433 1.29338 1.24139 1.12744 1.0727 1.02123 0.968013 1.1397 1.36395 1.24609 1.51915 0.899836 1.6795 1.01044 1.72222 1.80456 1.46127 1.32543
threshold=0.15819545835256579 0.00017767510871635753 0.0019071503775194289 0.0011261500185355546 0.0045489775948226461 0.030689206905663017 0.0011261500185355546 0.00747153488919139 0.0056525857653468856 0.0044099434744566688 0.002945306478068233 0.0012745757703669371 0.00017767510871635753 0.00046126570669002836 0.004017772153019906 0.00039601318712811922 0.0066005610860884198 0.0015833032084628942 0.0070226341485977182 0.014293605927377941 0.0048403022810816774 0.0056525857653468856 0.0010918468469753864
decision_type=2 2 2 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 9 -3 -7 -6 -4 12 -2 14 15 -14 18 -18 19 20 -12 -22 -20
right_child=11 2 10 -5 6 8 -8 -9 -10 -11 16 -13 13 -15 -16 -17 17 -19 22 -21 21 -23 -24
leaf_value=-0.0010835644163028969 0.0038915962475948446 0.0043285510827734946 -0.0027107804301770124 -0.0053663184367946076 -0.00023670093809983035 -0.0030615025511256627 0.0023038739574339773 -0.0029687761931793295 0.0061129568817236074 -0.0056760684676086344 -0.0017456885858512302 0.0065085345199413893 -0.0063325754619742661 -0.0068805263958359522 0.005148439605650838 0.0036833799313818159 0.0064739394443896793 -0.0040718318285425737 -0.0030431606667409138 0.00816221725976333 0.000895799011643797 0.0089969329391266246 0.00048514487378292954
leaf_weight=3403.635311126709 314.84554469585419 859.75022196769714 463.13470661640167 87.83168613910675 861.1164915561676 143.32090675830841 510.66806316375732 62.517973184585571 43.696264028549194 101.30364716053009 299.16670024394989 127.07648098468781 82.237961292266846 63.757819533348083 116.4257800579071 70.152232646942139 43.842650055885315 271.86124801635742 372.02263951301575 94.030917882919312 139.45498168468475 92.644685506820679 935.50504922866821
leaf_count=2001 96 311 254 48 367 62 211 33 15 62 153 42 34 30 36 23 21 164 233 33 65 30 456
internal_value=0 -0.000222034 0.000322821 0.00123232 0.00145676 0.00303277 0.000269964 0.00383389 -0.000917905 -0.000809245 -0.000572775 0.00251864 0.0017355 -0.000305668 0.00125376 -0.00172177 -0.000132405 -0.00260731 0.000271841 0.00192499 0.000821038 0.00412944 -0.000518742
internal_weight=0 8785.5 5381.87 2670.21 2582.37 1109.29 1473.09 922.268 187.017 962.42 2711.66 774.496 647.419 332.574 268.816 152.39 2248.53 315.704 1932.82 625.297 531.266 232.1 1307.53
internal_count=4780 4519 2518 1109 1061 421 640 344 77 429 1409 261 219 123 93 57 1155 185 970 281 248 95 689
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=24
num_cat=0
split_feature=43 139 112 37 18 60 146 117 141 58 71 66 147 113 97 77 93 65 1 11 10 123 46
split_gain=2.03418 1.36149 1.43966 1.72218 1.39343 1.59475 1.86587 1.39984 1.3219 1.27714 1.23237 1.28954 1.2055 1.20084 1.14357 1.22071 1.68561 1.34072 1.19595 1.14221 2.7421 1.15068 1.13041
threshold=0.012636432424187662 0.00077738583786413084 0.0038949446752667431 0.0014427106943912806 0.13848232477903369 0.0070226341485977182 0.013439828064292671 0.034632634371519096 0.016668972559273246 0.0081988852471113222 0.030689206905663017 0.0010585968848317864 0.00068727668258361529 0.013439828064292671 0.0010918468469753864 0.0035485138650983576 0.0014881226234138014 0.0012745757703669371 0.0020932231564074759 0.013860232196748258 0.0058306583669036635 0.00043393640953581786 0.0013560238294303419
decision_type=2 2 2 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 12 9 19 11 22 14 -2 15 17 -17 18 -1 20 21 -9 -4
right_child=13 -3 3 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.002012008631274426 0.0025500671924185599 -0.0026520572322499018 -0.001673021314930569 0.0012687545002136192 -0.0065836040698109962 0.0011624573650771785 0.0075243429822904441 0.0018895514550377154 -0.0054969705470331587 0.0062529555590191523 -0.0088888754358622986 0.003509223217155643 -0.00092286217139546866 -0.00073875114932200642 -0.0058420293576600026 0.001199958690571796 0.009561055433312024 -0.0038555016828105445 -0.0020962315860325333 -0.0040985441721959059 -0.0042680929501382175 0.0084801050852010545 -0.0082221671527064489
leaf_weight=756.19089603424072 1092.6505774259567 576.45532429218292 171.74865186214447 221.64414763450623 77.424961924552917 829.04683530330658 133.86125683784485 133.9588475227356 54.542146325111389 174.63867008686066 103.97852122783661 67.672539949417114 3643.1740564107895 372.06256508827209 62.615563869476318 172.54934012889862 92.644685506820679 162.19141125679016 231.34777426719666 82.530733346939087 109.18188333511353 130.99120140075684 106.89737200737
leaf_count=318 385 378 97 97 52 398 51 55 29 54 64 29 2078 127 37 76 30 82 118 46 62 41 76
internal_value=0 -0.000310239 -0.000130696 -0.00233924 8.60465e-05 0.00016233 0.00204687 -0.000150186 0.00197112 0.00261633 -0.00411515 -0.00268189 -0.000434303 0.00171465 0.000770339 0.00106296 0.00412088 0.000357627 0.00104958 0.0012256 0.00240007 0.00514792 -0.00418548
internal_weight=0 8095.29 7518.83 671.941 6846.89 6769.47 962.908 5806.56 685.843 631.301 450.297 346.319 5120.71 1464.71 1477.54 1414.92 265.194 1149.73 987.539 456.663 374.132 264.95 278.646
internal_count=4780 4268 3890 363 3527 3475 449 3026 287 258 266 202 2739 512 661 624 106 518 436 204 158 96 173
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=24
num_cat=0
split_feature=5 101 136 115 142 58 52 34 20 101 15 21 127 65 25 40 38 44 71 34 66 95 60
split_gain=2.00612 1.63675 1.61762 1.27842 1.16522 1.03963 1.58894 1.1597 1.01426 1.59933 1.46408 1.40731 1.25867 1.25785 1.08164 1.00717 1.19387 1.16857 0.981499 0.953822 0.953551 1.04687 1.0411
threshold=0.0026833302108570938 0.028020657598972324 0.013032016810029747 0.019431582652032379 0.0070226341485977182 0.017188700847327713 0.00017767510871635753 0.02636832278221846 0.00017767510871635753 0.00096484774257987748 0.014740333426743748 0.0056525857653468856 0.00044738779251929378 0.011169348377734424 0.0079489401541650313 0.00060774214216507982 0.00037263428384903824 0.0028552538715302949 0.045367386192083366 0.00017767510871635753 0.00082683752407319855 0.0042751494329422721 0.0013146653072908523
decision_type=2 2 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 8 5 6 -2 -7 9 12 -10 14 13 -1 15 -11 17 -17 19 -14 -12 -22 -23
right_child=1 -3 -4 -5 -6 7 -8 -9 10 11 20 -13 18 -15 -16 16 -18 -19 -20 -21 21 22 -24
leaf_value=0.000565473830821467 0.0047628087402495885 0.0043207666958952548 0.00767511986795711 -0.0022653723993773904 0.0023572361027374006 0.0024339321353614176 -0.0019911745553020913 -0.003162557471896961 -0.00019214731179564111 0.0051183277480364945 -0.0035564656379951016 0.0065235102958659062 0.0040671872605085174 -0.0076720046489675469 -0.0029535977714891717 0.0017680145660579072 0.0036906524491352038 -0.0038339104599283101 0.0017048558270164891 -0.0050300289133070339 -0.0025906953009398261 -0.00047190085424753586 0.010035718792822237
leaf_weight=1269.201135635376 98.18961501121521 360.07442712783813 60.887764096260071 902.49718844890594 708.04316282272339 520.09888052940369 769.78928029537201 112.60865032672882 2313.5553705692291 189.35047745704651 656.42873704433441 145.70300877094269 31.903307437896729 48.09893786907196 132.01590359210968 201.63138747215271 241.41293108463287 172.93970286846161 91.502429842948914 297.46773302555084 141.08519077301025 53.155913949012756 42.358826994895935
leaf_count=625 42 120 20 610 282 167 391 41 1237 65 373 52 16 34 83 84 100 92 37 191 78 26 14
internal_value=0 0.00119489 -0.000439045 -0.000510334 0.000685305 -0.000103534 -0.00122713 0.00143787 -0.000247566 0.000443893 -0.000855927 0.00195203 -0.000495826 0.000264697 0.00124143 0.00192911 0.000948763 -0.000818398 -0.0028762 -0.00414886 -0.00257557 0.00014585 0.00418801
internal_weight=0 2568.8 6991.2 6930.31 2208.73 1500.69 867.979 632.708 6027.81 2821.23 3206.58 1083.05 1738.17 1317.3 937.35 805.334 615.984 374.571 420.873 329.371 893.029 236.6 95.5147
internal_count=4780 1043 3737 3717 923 641 433 208 3107 1379 1728 476 903 659 424 341 276 176 244 207 491 118 40
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=24
num_cat=0
split_feature=5 142 136 121 115 106 116 72 59 45 18 108 127 101 146 146 100 14 5 8 37 138 59
split_gain=1.81052 1.63807 1.49348 1.28366 1.09354 1.09052 1.66721 1.57726 1.0862 1.08121 1.03964 0.929452 1.30934 1.10539 1.28774 1.44327 1.22003 1.14961 1.09457 1.44045 1.04245 0.913733 0.898211
threshold=0.0026833302108570938 0.0070226341485977182 0.0054799309000372895 0.04273676127195359 0.024810968898236755 0.016668972559273246 0.0081988852471113222 0.00064626874518580746 0.01884530205279589 0.0058306583669036635 0.00043393640953581786 0.079227816313505187 0.062805486842989935 0.0011261500185355546 0.013439828064292671 0.00055427959887310873 0.00017767510871635753 0.00055427959887310873 0.00057154725072905432 0.0060143163427710542 0.0053125319536775359 0.00044738779251929378 0.015200819820165636
decision_type=2 2 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 -2 8 6 -3 -7 11 -10 -4 12 13 -1 15 -15 17 -17 21 -20 22 -16 -18
right_child=1 5 10 -5 -6 7 -8 -9 9 -11 -12 -13 -14 14 18 16 20 -19 19 -21 -22 -23 -24
leaf_value=-0.00070337715229389899 -0.00036360296473774253 0.0030433643733890712 0.0066000072359900658 0.0036037623458212635 -0.002369593859365339 -0.00056728239374308762 -0.0032748043154847786 0.008544670243483439 -0.0010788210392128636 -0.005848458645702246 -0.0019012789004179639 -0.0041708238048449508 0.0066036970160061916 0.0059382826641306676 -0.0021953328031071185 -0.010331285051983953 0.00053316547809565188 -0.0014312171830179448 0.010216389627895991 0.0015880216371740486 -0.0027800594764937864 0.0034367455926440807 0.007261181172488947
leaf_weight=3011.8061858415604 1425.6723988056183 548.67301166057587 124.45040225982666 237.908536195755 725.20360708236694 67.526153922080994 128.95066678524017 160.07324874401093 471.35451018810272 158.86223495006561 50.578630566596985 135.97941935062408 74.359725117683411 100.71810305118561 122.26348161697388 53.399890661239624 1187.5686812400818 113.1941944360733 97.896842956542969 95.612331628799438 240.95381021499634 175.22421419620514 51.769681572914124
leaf_count=1602 634 208 42 64 501 23 65 49 268 107 28 84 34 38 60 36 562 65 30 44 135 78 23
internal_value=0 0.00113515 -0.000417093 0.00020377 -0.000534199 0.0028468 0.00184103 0.00584126 -0.000315672 -0.00228113 0.00414337 -8.88418e-05 1.54004e-05 -7.79074e-05 0.000763597 0.000127953 -0.000227387 -0.00428404 0.00302605 0.00595314 0.000229153 0.00112204 0.000814208
internal_weight=0 2568.8 6991.2 1663.58 6816.17 905.223 677.624 227.599 6090.96 630.217 175.029 5460.75 5324.77 5250.41 2238.6 1747.6 1646.89 166.594 490.997 193.509 1480.29 297.488 1239.34
internal_count=4780 1043 3737 698 3667 345 273 72 3166 375 70 2791 2707 2673 1071 859 821 101 212 74 720 138 585
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=24
num_cat=0
split_feature=58 27 20 60 85 92 98 25 113 91 146 135 31 128 25 112 47 59 100 99 50 97 5
split_gain=1.7181 1.51778 1.41616 1.34086 1.75379 1.32841 1.23932 1.51152 1.23839 1.45107 1.58197 1.47529 1.78162 1.30724 1.24222 1.68059 1.21388 1.38355 1.20783 1.13365 1.11169 1.10691 1.08308
threshold=0.0053125319536775359 0.0015833032084628942 0.00017767510871635753 0.004017772153019906 0.0019071503775194289 0.0049928687512874612 0.0022975050378590827 0.0038949446752667431 0.013439828064292671 0.0012745757703669371 0.00077738583786413084 0.0079489401541650313 0.0068083447404205808 0.00093549740267917525 0.0079489401541650313 0.0014881226234138014 0.013439828064292671 0.00064626874518580746 0.0079489401541650313 0.0035485138650983576 0.037906534969806678 0.00082683752407319855 0.0014881226234138014
decision_type=2 2 2 2 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 20 -4 -7 -8 9 10 21 12 22 -13 15 -12 -10 -18 19 -1 -5 -2 -11
right_child=8 -3 5 4 -6 6 7 -9 16 11 14 13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.0013269451572714322 0.0039547989671732909 -0.0014645383806023591 -0.0020139120012939329 0.0080890331849887021 -0.0046888633285286918 -0.00192688382204934 0.0054712318821932169 -0.0038856634773137516 0.0013004349957621878 0.0019048300270414768 0.00079709026306782607 -0.0042651993859638025 -0.0018882217898277436 0.0029357682340489582 -0.0051773118936258994 -0.004013544516195889 0.00060358702166386129 -0.0059526641360176146 0.0037057852388343881 0.0020607997064336875 0.00036787603200441528 -0.0050004754722746646 0.0047300028847275981
leaf_weight=725.48750936985016 319.19942319393158 2551.5592741966248 962.18503177165985 174.88264679908752 45.424063801765442 176.05373501777649 205.44851720333099 54.639737010002136 250.33583223819733 664.98123824596405 862.40513324737549 155.30904471874237 184.6838641166687 106.06785118579865 142.61780917644501 229.96154189109802 135.00351250171661 199.20049011707306 245.37644684314728 374.37590897083282 63.562638163566589 38.688083291053772 692.55062997341156
leaf_count=405 113 1574 527 64 32 112 79 33 89 293 366 69 89 42 87 115 44 92 101 168 22 25 239
internal_value=0 -0.000566219 0.000190896 0.00119278 0.00431546 -0.000976343 0.00131267 0.00350552 0.000793501 0.00115934 5.9633e-05 0.00213057 0.00271928 -0.00134302 -0.000788612 -0.000215629 -0.00133223 -0.00330423 0.000533841 -0.000173811 0.0060308 0.00298672 0.0033461
internal_weight=0 5579 3027.44 1629.11 283.869 1398.33 436.142 260.088 3981 3396.46 1592.87 1803.59 1542.22 261.377 1234.98 1092.37 584.54 334.204 1345.24 1099.86 238.445 357.888 1357.53
internal_count=4780 3117 1543 792 118 751 224 112 1663 1438 706 732 621 111 568 481 225 136 674 573 86 138 532
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=24
num_cat=0
split_feature=82 69 113 149 124 115 39 60 60 58 29 141 32 27 109 72 84 39 146 69 20 43 98
split_gain=1.60308 1.20497 1.46339 1.23159 1.29605 1.20126 1.0609 1.26305 1.08119 1.05665 1.14677 1.07808 1.50039 1.01091 1.49889 1.84762 1.00433 1.04441 0.981871 0.960835 0.941894 1.43453 1.40947
threshold=0.0044099434744566688 0.00039601318712811922 0.013439828064292671 0.012636432424187662 0.000490355829242617 0.013032016810029747 0.00040826165059115743 0.00017767510871635753 0.0070226341485977182 0.00046126570669002836 0.010180860292166473 0.022641776129603389 0.00068727668258361529 0.0022975050378590827 0.011519505176693203 0.0014881226234138014 0.0011261500185355546 0.0063990866765379914 0.0046923852059990176 0.004017772153019906 0.0010263677686452868 0.0032328735105693345 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 13 3 4 -3 6 8 -8 -1 -9 11 -11 -13 14 15 18 17 -6 -2 -5 22 -22 -12
right_child=1 2 -4 19 16 -7 7 9 -10 10 20 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00058226075798757865 0.0030960607262200571 0.0030591474189017864 -0.0032938113906613026 0.0007202208946127175 0.0016712521071067595 -0.0017554925169684663 -0.0017842760251588791 -0.0031334840944102836 0.0049979911885393146 -0.0008731163435800938 -0.002349838048213258 0.010316365104039674 0.00020675894279872269 0.0050028015514387708 -0.0035859778536938775 -0.0023852385110608222 -0.0045617374109253499 -0.0049500583645563957 0.009560409414149755 0.0049608327778167477 0.0017530684843677256 -0.0050761680473002469 0.0042338677611354599
leaf_weight=1539.4033420085907 363.7451708316803 189.44806814193726 249.33996260166168 284.91401374340057 233.43710422515869 1299.9311316013336 1316.6258084774017 232.27488577365875 152.34139859676361 1434.2914348840714 98.628773093223572 52.960732579231262 119.53981220722198 279.2714935541153 122.2146862745285 144.65834379196167 198.74136924743652 79.953449964523315 70.054641962051392 251.47808790206909 277.91409373283386 106.31182789802551 462.52032995223999
leaf_count=721 109 69 102 107 96 862 739 156 55 772 60 18 56 91 58 63 127 48 19 82 143 52 175
internal_value=0 0.00109779 0.000200876 0.00090474 -0.000474213 -0.000381873 -7.36274e-05 -0.00050822 0.000979897 9.51642e-05 0.000389006 -0.000423966 0.00331059 0.00245908 0.00144522 0.00250819 -0.00178128 -1.80031e-05 0.00413999 0.00270836 0.00177076 -0.000136519 0.0030767
internal_weight=0 2467.26 1487.31 1237.97 701.58 7092.74 5792.81 4101.07 1691.74 2784.44 2552.17 1606.79 172.501 979.944 700.673 578.458 512.132 313.391 433.8 536.392 945.375 384.226 561.149
internal_count=4780 971 631 529 340 3809 2947 2171 776 1432 1276 846 74 340 249 191 271 144 128 189 430 195 235
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=24
num_cat=0
split_feature=121 110 18 1 97 60 142 86 81 54 31 10 94 62 27 24 141 102 39 101 127 101 110
split_gain=1.48282 1.35348 0.991474 0.973622 1.1382 1.24178 1.1907 2.47256 1.48814 1.5811 1.44325 1.60145 1.24219 1.1851 1.42569 1.18605 1.15662 1.05509 1.01421 1.01222 1.06256 1.0671 0.965319
threshold=0.0063990866765379914 0.0058306583669036635 0.13848232477903369 0.0063990866765379914 0.0063990866765379914 0.00085274505545385193 0.0056525857653468856 0.0012745757703669371 0.011880517937242987 0.00017767510871635753 0.01884530205279589 0.0058306583669036635 0.0014427106943912806 0.0020932231564074759 0.00064626874518580746 0.0095705352723598498 0.00070876078098081063 0.025578102096915249 0.0016846025246195497 0.00096484774257987748 0.00052132029668428015 0.0019071503775194289 0.0014881226234138014
decision_type=2 2 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 13 8 10 17 -10 11 19 -11 14 22 -15 -16 -7 -13 -8 -21 -22 -1
right_child=1 -3 -4 -5 -6 6 7 -9 9 12 -12 18 -14 15 16 -17 -18 -19 -20 20 21 -23 -24
leaf_value=0.0016205978819703402 0.0017967791317035923 -0.0011542643585448552 -0.0059692219026775606 -0.0015115555631948713 -0.0022006912175443626 -0.0012547510548714513 0.0013930107321118003 -0.0011338070372456607 0.01065980833444205 0.00758481089719008 -0.0042171059487061081 -0.004141694367419747 -0.0037817089964334704 0.00032354372041216881 0.0008901961196532927 0.0072017366425323861 -0.0021874889424467999 0.0074906436508687408 0.0032810137012713051 0.0042828636368780447 0.014946543810264602 0.007092633810901694 -0.0021436053068194434
leaf_weight=774.1143262386322 1722.1753180027008 501.74516201019287 77.473757266998291 1319.1542965173721 539.05588269233704 867.76375114917755 112.85262703895569 382.23418235778809 60.887764096260071 38.492901921272278 53.253504633903503 75.892343521118164 64.001796245574951 183.00485968589783 384.51869368553162 95.319559574127197 1481.1305636167526 35.915618538856506 116.91373348236084 229.27840709686279 58.212890028953552 168.2442569732666 218.36376667022705
leaf_count=353 624 222 54 735 352 478 51 221 20 17 30 43 40 74 207 32 862 19 56 87 18 61 124
internal_value=0 0.00113099 -0.000342856 -0.000282804 -9.89806e-06 0.000208782 0.0011012 0.0021839 -0.000113226 0.00427816 0.00374057 0.00429715 0.0004871 -0.000435378 -0.000738672 0.00267916 -0.00155316 -0.000907176 0.000359287 0.00563246 0.00668226 0.00911155 0.000792403
internal_weight=0 2223.92 7336.08 7258.61 5939.45 5400.4 2263.94 1196.88 1067.06 163.382 814.648 761.394 102.495 3136.45 2858.13 278.324 1865.65 903.679 192.806 568.588 455.736 226.457 992.478
internal_count=4780 846 3934 3880 3145 2793 1141 567 574 77 346 316 57 1652 1546 106 1069 497 99 217 166 79 477
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=24
num_cat=0
split_feature=101 147 86 19 116 66 91 131 135 22 58 146 28 136 46 110 14 74 35 32 24 109 95
split_gain=1.40816 1.13302 1.03307 1.18199 1.60891 1.30758 1.2967 1.45227 1.30412 1.26502 1.09133 1.68983 0.986555 1.25862 1.41625 1.1277 1.11969 1.09868 1.09045 0.950021 0.927533 0.927498 1.07234
threshold=0.0011261500185355546 0.028884131461381916 0.0036604277556762104 0.014293605927377941 0.012636432424187662 0.00062670491752214741 0.0012745757703669371 0.0095705352723598498 0.0079489401541650313 0.0030382014811038975 0.00244467705488205 0.0051502294372767219 0.00039601318712811922 0.0054799309000372895 0.0070226341485977182 0.00017767510871635753 0.0015349716995842757 0.00017767510871635753 0.0042751494329422721 0.0013986918493174019 0.0015833032084628942 0.0017376682371832433 0.00017767510871635753
decision_type=2 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 -2 8 10 20 11 -8 13 14 15 17 -14 -1 19 -17 -5 22 -16
right_child=1 -3 -4 9 -6 -7 7 -9 -10 -11 -12 -13 16 -15 21 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0025027507545704007 0.001102690586803842 -0.0023325885024537197 -0.002547071906677714 -0.0032324156755333916 -0.0017225946617545182 -0.00047191061040799355 -0.0038553142817169244 -0.001406770092099989 -0.0013618510044720617 -0.006944660365475884 0.0055415929766721821 0.0046271445369005923 -0.0026148712125404093 0.0068237599797580156 0.0066955617531280019 -0.00077607774237529645 -0.00046298820766431641 -0.0019469694248753799 -0.0055916959562928616 0.0050398330522861039 0.00079448599342414085 -0.0038451100109545919 -0.004486385569216743
leaf_weight=796.46039307117462 1154.5918762683868 305.58994591236115 217.27030634880066 180.81793904304504 359.05859470367432 511.4487886428833 87.978072166442871 138.36152136325836 102.10433542728424 72.026418447494507 749.08451557159424 176.51285588741302 965.5430406332016 68.814795613288879 50.334653854370117 600.47152578830719 1616.6708248853683 167.98031747341156 104.07611191272736 79.514291882514954 683.65656137466431 334.28163051605225 37.350646257400513
leaf_count=354 502 201 133 92 186 243 54 74 41 46 242 77 557 22 18 286 928 104 68 30 305 193 24
internal_value=0 0.000612122 0.00081512 0.000988405 0.00143583 0.00182419 0.00231175 0.00342492 0.00402413 -0.00057824 0.00456669 0.00180561 -0.000601585 0.00016645 -4.46202e-05 0.000582815 -0.00126762 0.00172773 -0.000825491 -9.59929e-05 -4.78015e-05 -0.00264452 0.00193247
internal_weight=0 4738.5 4432.91 4215.64 3279.14 2920.08 2408.63 1254.04 1115.68 936.501 1013.58 264.491 4821.5 2239.28 2170.47 1748.5 2582.21 964.441 784.062 679.986 864.475 421.967 87.6853
internal_count=4780 2196 1995 1862 1419 1233 990 488 414 443 373 131 2584 1099 1077 842 1485 458 384 316 397 235 42
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=24
num_cat=0
split_feature=18 71 114 31 110 73 5 58 140 99 29 24 95 44 23 119 102 98 54 42 134 60 9
split_gain=1.31347 1.34813 1.10802 1.03293 1.18682 0.949538 1.04708 0.908754 1.03761 0.936552 1.38569 0.867521 0.989498 0.875626 0.856893 0.835683 1.37921 0.938555 0.915161 1.01092 0.830458 1.17042 1.02085
threshold=0.13848232477903369 0.15819545835256579 0.000490355829242617 0.00070876078098081063 0.0048403022810816774 0.00087947337306104611 0.00043393640953581786 0.021960759535431865 0.076978169381618514 0.057509137317538268 0.0041444667149335155 0.001792412775103003 0.0014881226234138014 0.0028552538715302949 0.030689206905663017 0.00047558375808876013 0.0016846025246195497 0.0032328735105693345 0.0084566329605877417 0.0013560238294303419 0.00093549740267917525 0.00073092587990686308 0.0042751494329422721
decision_type=2 2 2 2 2 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 7 -7 8 9 10 -4 12 -5 -13 -3 16 18 -17 19 -12 22 -22 -1
right_child=-2 14 5 11 -6 6 -8 -9 -10 -11 15 13 -14 -15 -16 17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0019944832016967791 -0.005660344964900612 0.0027504717472603378 -0.0062382007293651752 -0.0012630395497254367 -0.0011307477595559026 -0.0010640488032624793 0.00048193513851319805 0.0027379866908095272 0.0044990023072715201 0.0046129741257687311 0.0040643996484434671 -0.0036509186284785604 -0.0085823141587859589 0.0010178201041864581 -0.001991404936450608 -0.0019046110345761513 -0.0048767402384649432 -0.011700149137470901 0.0072991353871678256 -0.0033574163022192724 -0.0092117475692668482 0.0032589517213588689 -0.0041319756017843432
leaf_weight=1956.0316175222397 101.40123784542084 659.16349947452545 270.86537837982178 132.81659185886383 495.59472560882568 2111.7665040493011 2275.2776128053665 90.067402124404907 49.094807505607605 38.444106578826904 82.237961292266846 128.99946212768555 70.786572098731995 453.45104277133942 111.36880397796631 62.615563869476318 125.42630910873413 40.123111009597778 54.346964955329895 103.78333985805511 41.411752700805664 34.4805908203125 70.44500470161438
leaf_count=791 66 216 177 62 239 1308 1175 32 21 15 34 67 49 180 44 37 82 30 21 56 29 14 35
internal_value=0 6.06819e-05 -0.000117088 0.000589831 0.00107034 -0.000568106 -0.000262246 -0.00203137 -0.00255083 -0.00299579 -0.0033914 -0.000998278 -0.00380773 -1.61987e-05 0.00206511 -0.00174563 -0.000626531 -0.00573012 0.00159127 -7.63135e-05 0.0015892 -0.00354587 0.00178151
internal_weight=0 9458.6 8688.07 3384.02 2597.96 5304.05 4387.04 917.005 826.938 777.843 739.399 786.054 203.603 582.451 770.532 468.533 365.795 102.739 240.368 186.021 2102.37 75.8923 2026.48
internal_count=4780 4714 4454 1466 1108 2988 2483 505 473 452 437 358 111 247 260 260 193 67 111 90 869 43 826
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=24
num_cat=0
split_feature=82 134 126 122 96 114 76 37 50 115 97 20 112 39 62 1 36 69 5 29 90 115 77
split_gain=1.26303 1.48313 0.969545 1.11896 1.11145 0.970928 1.0188 0.964918 1.02772 0.943797 1.05453 1.22395 1.38668 1.4043 1.30072 1.20594 1.31347 1.19894 1.148 1.27319 1.78871 1.64155 1.08081
threshold=0.0044099434744566688 0.0013560238294303419 0.00017767510871635753 0.00017767510871635753 0.0012357163941487672 0.00040826165059115743 0.0014427106943912806 0.0011261500185355546 0.018276390619575981 0.013032016810029747 0.04273676127195359 0.00017767510871635753 0.0033348383149132137 0.013032016810029747 0.00093549740267917525 0.0079489401541650313 0.0048403022810816774 0.00046126570669002836 0.0012745757703669371 0.021960759535431865 0.00017767510871635753 0.0010263677686452868 0.066585760563611998
decision_type=2 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 7 -7 -9 10 11 12 13 14 15 16 22 -17 -13 -20 21 -21 -1
right_child=1 -3 4 -5 5 6 -8 8 -10 -11 -12 18 -14 -15 -16 17 -18 -19 19 20 -22 -23 -24
leaf_value=0.0015481970457288984 0.0012547860553234419 -0.007075001127810546 -0.0022377724928428003 0.0048102604426794012 0.0031619823260205467 -0.0041755343176991906 0.0024983646809352165 -0.0012910692602744432 0.0069695650816955284 -0.0015565089812522722 -0.0070531870878451156 -0.0013883082556355333 -0.0022831048720270693 -0.0033161027517689306 0.0042225580657525002 -0.0052080839891111242 -0.0042628715184747108 0.0022489289196020415 -0.00029391732704170837 0.00017692310344873303 -0.0061219792544530156 0.0094999582400691757 0.008643974737934771
leaf_weight=1479.5114475488663 775.22774934768677 55.928378701210022 334.54557001590729 309.69097793102264 361.2166827917099 192.806077003479 237.30302929878235 150.30086398124695 50.23706316947937 1299.9311316013336 53.497481346130371 2002.5757509469986 327.30167329311371 161.43951833248138 369.5340770483017 143.85765552520752 94.665257334709167 86.20147705078125 783.81795287132263 78.225650191307068 37.399441599845886 119.10065412521362 55.684401988983154
leaf_count=688 291 32 150 100 113 99 93 79 14 862 40 1138 176 105 131 84 59 35 374 31 26 38 22
internal_value=0 0.000974423 0.00116112 0.0022697 0.000254376 0.00109495 -8.89836e-05 -0.00164992 0.000778315 -0.000338959 -6.57363e-05 -6.04657e-07 0.000769175 0.00118702 0.0015131 0.000974774 0.00145311 -0.002414 -0.000693199 0.000673466 0.00390384 0.00580405 0.00180557
internal_weight=0 2467.26 2411.33 1084.92 1326.41 991.864 630.647 393.344 200.538 7092.74 5792.81 5739.31 2718.2 2390.89 2229.45 1859.92 1629.86 230.059 3021.12 1018.54 234.726 197.326 1535.2
internal_count=4780 971 939 391 548 398 285 192 93 3809 2947 2907 1300 1124 1019 888 769 119 1607 469 95 69 710
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=24
num_cat=0
split_feature=121 18 94 99 79 88 122 108 97 4 122 22 128 22 91 101 34 28 148 87 94 8 28
split_gain=1.19273 1.34684 1.28885 1.2306 1.7961 1.37332 1.00424 1.27997 1.16435 1.39269 0.995046 0.963755 0.921302 0.964392 0.891967 0.880156 0.916443 0.841067 1.03545 0.825508 0.993794 1.63686 0.893323
threshold=0.00017767510871635753 0.001792412775103003 0.055838862434029586 0.00073092587990686308 0.00017767510871635753 0.0041444667149335155 0.00017767510871635753 0.028884131461381916 0.00082683752407319855 0.00096484774257987748 0.0022975050378590827 0.00037263428384903824 0.0010918468469753864 0.00060774214216507982 0.012636432424187662 0.0011261500185355546 0.0035485138650983576 0.0062037324532866487 0.0070226341485977182 0.052634395658969886 0.028884131461381916 0.0053125319536775359 0.0005893622583243997
decision_type=2 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 -3 4 11 6 7 17 12 -10 -11 15 -8 -14 -6 -2 -17 -5 -19 20 22 -22 -1
right_child=1 2 -4 5 14 -7 8 -9 9 10 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 -24
leaf_value=-6.3730992921147756e-05 0.00076216909611612671 -0.0012258010064373972 0.0079201914911692754 0.0011301066652590331 -0.0021056962799224032 -0.0011348759597318841 0.0030588748786390084 -0.0046655757913067926 0.0045076534176899611 -0.0078672494024294871 0.0022262837745223303 -0.0047393100771432918 0.010457978180283149 0.0030714041116005546 0.0043521912078879899 0.0072543852958397203 0.00064770360354137379 0.010359880542966167 0.00088388225209580615 -0.0072295654121640063 0.005464159099861662 -0.0029182043386509343 -0.0017171545414512844
leaf_weight=1680.7413792610168 335.49264430999756 1312.5846648216248 39.683952927589417 1501.0967516899109 869.56030905246735 452.77677774429321 573.44997584819794 90.457764863967896 82.237961292266846 66.774260997772217 38.492901921272278 51.867272257804871 99.234279990196228 79.660677909851074 56.97304368019104 141.54431164264679 83.429012298583984 56.924248337745667 58.408071398735046 48.09893786907196 159.17496979236603 91.843997240066528 1589.4917958974838
leaf_count=917 135 681 12 604 444 260 201 48 34 46 17 27 31 36 21 43 29 19 26 34 66 51 998
internal_value=0 0.000431091 -0.000957401 0.000835891 -0.000319931 0.00140974 0.00184505 0.00112235 0.00315757 -0.000367635 -0.00417636 0.00178129 0.00403614 0.00716879 -0.0017086 0.00238472 0.00480437 0.00144625 0.00556092 -0.000723525 -0.000634655 0.00239718 -0.000867375
internal_weight=0 5990.65 1352.27 4638.38 1538.87 3099.51 2646.74 1706.89 939.85 187.505 105.267 612.333 752.345 178.895 926.533 560.466 224.973 1616.43 115.332 3569.35 3521.25 251.019 3270.23
internal_count=4780 2714 693 2021 699 1322 1062 697 365 97 63 234 268 67 465 207 72 649 45 2066 2032 117 1915
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=24
num_cat=0
split_feature=18 101 49 109 116 5 110 51 29 141 68 117 38 71 21 99 34 39 50 21 33 100 54
split_gain=1.15258 1.15122 1.03407 0.968082 0.829777 1.03563 1.47574 1.82219 1.61001 1.16359 1.22967 1.05078 1.04606 1.26883 1.019 0.967716 0.961454 1.17734 1.00639 1.50413 1.76158 0.857294 0.99104
threshold=0.13848232477903369 0.0011261500185355546 0.00087947337306104611 0.0092791137285530585 0.012636432424187662 0.00038414125447161501 0.0035485138650983576 0.0079489401541650313 0.013439828064292671 0.00046126570669002836 0.0092791137285530585 0.0063990866765379914 0.00017767510871635753 0.0068083447404205808 0.0068083447404205808 0.0046923852059990176 0.0015833032084628942 0.00077738583786413084 0.26590165495872503 0.00040826165059115743 0.00066645268816500913 0.010829726699739696 0.024810968898236755
decision_type=2 2 2 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 16 21 -9 10 11 -3 15 -14 -6 -11 17 -7 19 20 -18 22 -8
right_child=-2 2 3 -5 14 6 7 8 -10 12 -12 -13 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00048903199949976931 -0.0053023510884889109 0.0049262884304562982 -0.00024345186971678093 -0.0051096208478514094 -0.0023689205496926079 0.0023859557972732408 -0.0048725912745722667 -0.0010139835017674442 0.011012319280680423 -0.0034227237582673564 0.0085053547526715151 -0.0029891165177595644 -0.0028291663880744408 0.0031693563662363055 0.0037810996956723826 0.0016494095796685149 -0.00048128640761553219 -0.0026417604149656208 0.0098602762317349692 0.0020293917688531471 0.0092490451113602969 0.0009303544565665671 0.003773590404850809
leaf_weight=4778.7490421533585 101.40123784542084 78.225650191307068 438.11376571655273 133.30454528331757 348.70066583156586 300.67048609256744 242.24245190620422 54.493350982666016 56.875452995300293 424.73939538002014 71.587260365486145 90.360174179077148 134.83716368675232 254.64091539382935 83.477807641029358 120.7796585559845 65.144051909446716 190.03361225128174 51.525704860687256 1182.6980167627335 162.6505321264267 156.35370969772339 38.395311236381531
leaf_count=2554 66 31 251 82 192 107 134 27 17 241 28 44 91 104 31 53 33 93 13 470 47 58 13
internal_value=0 5.6844e-05 0.000614256 -0.00137867 0.00089144 0.00113508 0.00171033 -0.00058159 0.00512779 -8.92121e-05 0.00301508 0.000683717 -0.000886612 0.00109267 -0.00118101 -0.00229974 0.00235394 0.000438886 0.0029967 0.00274597 0.00646639 -0.00203664 -0.00368967
internal_weight=0 9458.6 4679.85 571.418 4108.43 3676.25 2501.08 548.36 111.369 1175.17 240.173 168.586 934.997 389.478 432.178 545.519 1952.72 490.704 1462.02 1410.49 227.795 436.991 280.638
internal_count=4780 4714 2160 333 1827 1604 1012 249 44 592 103 75 489 195 223 294 763 200 563 550 80 205 147
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=24
num_cat=0
split_feature=71 18 40 125 45 52 42 149 94 124 88 108 54 112 39 68 8 87 28 131 146 106 68
split_gain=1.0873 0.957361 0.939822 1.02404 0.894129 1.36368 1.1198 0.868956 1.06811 1.11246 0.984023 1.14586 0.91161 1.16565 1.2526 1.04532 0.877282 0.866625 0.829973 1.66798 1.40299 1.54879 1.25064
threshold=0.15819545835256579 0.13848232477903369 0.015675474889576439 0.00017767510871635753 0.00064626874518580746 0.016164712607860569 0.0023699469165876512 0.0013986918493174019 0.028884131461381916 0.00747153488919139 0.023343417793512348 0.079227816313505187 0.0014881226234138014 0.00244467705488205 0.00747153488919139 0.0012357163941487672 0.0018488886416889729 0.023343417793512348 0.00052132029668428015 0.00040826165059115743 0.00244467705488205 0.00064626874518580746 0.0035485138650983576
decision_type=2 2 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 -2 -5 6 -6 8 17 16 11 12 13 14 -9 -15 -10 18 19 20 -1 -22 -23
right_child=2 -3 -4 4 5 -7 -8 10 9 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 21 22 -24
leaf_value=-0.00063835023198390863 0.0031762579478914368 -0.0050869108551554257 0.0069994917890492852 -0.0054821436785794236 0.0020081828293278411 0.0074542693498367372 -0.0051346505674695593 0.0032876531682340913 0.0045714332565510111 0.0079473140550194183 -0.0033028551020559231 -0.005576991349675325 0.00012968223498270278 -0.0053592698724332193 -0.00075374123968682859 0.0014047533713288127 -0.0030270661477728757 -0.0060847129552057816 -0.0015086481522252138 -0.0018751279685481207 -0.001559897196570877 0.0070987533582149379 0.00090717801051794396
leaf_weight=428.50772976875305 339.96407628059387 97.437722086906433 78.030468821525574 75.69716215133667 124.45040225982666 58.212890028953552 98.140819668769836 838.25363874435425 67.672539949417114 68.912386298179626 180.16363680362701 77.32737123966217 3434.116907119751 101.1084657907486 248.58806967735291 131.28397345542908 86.591839790344238 78.859989643096924 1816.4169335365295 647.94499397277832 122.60504901409149 234.72574591636658 124.98715102672577
leaf_count=234 103 65 23 35 42 18 40 291 29 26 119 48 1582 54 125 53 51 57 1150 402 74 95 64
internal_value=0 -0.000158322 0.00179593 0.00121293 -0.000659318 0.000640784 -0.0011411 -0.000103047 -0.000686765 0.00266564 0.000325316 0.000460631 0.000558851 0.00167603 0.00236328 -0.00153811 0.000306236 -0.000903374 -0.000782314 6.4074e-05 0.00144359 0.00329325 0.00494741
internal_weight=0 8785.5 774.496 696.465 356.501 280.804 222.591 8688.07 3677.22 223.177 5010.84 4830.68 4753.35 1319.23 1086.84 232.392 154.264 3454.05 3375.19 1558.77 910.826 482.318 359.713
internal_count=4780 4519 261 238 135 100 82 4454 2182 106 2272 2153 2105 523 416 107 80 2076 2019 869 467 233 159
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=24
num_cat=0
split_feature=121 0 131 97 43 21 1 135 138 19 133 17 71 48 119 2 75 52 24 135 106 33 36
split_gain=1.01946 0.886013 1.29604 1.28728 1.23859 1.85695 1.20934 1.21356 0.947184 1.0311 0.93712 1.06218 1.13879 0.887818 0.848331 0.93061 0.842762 0.912824 0.896709 0.939056 0.971327 0.941712 1.23888
threshold=0.04273676127195359 0.0030382014811038975 0.0015349716995842757 0.00073092587990686308 0.00046126570669002836 0.00040826165059115743 0.012252715881913902 0.0012357163941487672 0.0017376682371832433 0.0084566329605877417 0.029773407615721229 0.014740333426743748 0.017724351026117805 0.0012357163941487672 0.00062670491752214741 0.00080172589514404546 0.0054799309000372895 0.0060143163427710542 0.0035485138650983576 0.0053125319536775359 0.011519505176693203 0.0098710241727530974 0.00075379351619631063
decision_type=2 2 2 2 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 -3 8 10 -8 9 -6 11 14 -13 16 -1 -16 18 -18 -7 21 -21 22 -20
right_child=-2 4 -4 -5 5 13 7 -9 -10 -11 -12 12 -14 -15 15 -17 17 -19 19 20 -22 -23 -24
leaf_value=0.0015350359617038478 0.0018255507443062581 -0.00060125702573975376 -0.0019319919634082643 -0.0033813550057438385 0.0053311205168698412 -0.00010054189923374698 -0.0056165790945405377 0.0038534326831410354 0.0095481049440418377 -0.0022522029184819429 -0.0045247919464521868 0.00066039354155498879 -0.0085643856531908615 -0.0049577636756766375 -0.0046673790815537092 0.00184099330053356 -0.00012664419495052052 -0.0058617218791100984 -0.00013455841299285506 -0.0020848847581034814 0.0039287514703889919 0.0056845084611466925 0.0049053298443886874
leaf_weight=1737.1399718523026 708.11192095279694 2104.9041002988815 1386.270124912262 260.21467745304108 150.95516622066498 707.73042798042297 149.25619900226593 43.745059370994568 76.839417815208435 63.757819533348083 83.819375038146973 75.794752836227417 59.891894459724426 70.737776756286621 122.40986764431 99.624642729759216 520.59570372104645 80.051040649414062 299.96738851070404 207.02993094921112 99.380666017532349 246.32352113723755 205.44851720333099
leaf_count=753 231 1242 795 171 52 323 90 17 28 30 45 39 33 47 66 47 295 52 132 90 37 86 79
internal_value=0 -0.000146036 -0.000694691 -4.29803e-05 0.000310049 0.00101299 0.000323297 -0.00347014 0.00478417 0.0030793 0.000659344 0.000866771 -0.00341141 0.000561876 0.00116307 -0.00174714 0.000726863 -0.000890985 0.00127716 0.00219862 -0.000134433 0.00314957 0.00191413
internal_weight=0 8851.89 4018.17 2631.9 4833.72 2728.82 2371.68 193.001 291.552 214.713 2178.68 2094.86 135.687 2437.26 1959.17 222.035 2366.53 600.647 1765.88 1058.15 306.411 751.739 505.416
internal_count=4780 4549 2056 1261 2493 1251 1090 107 110 82 983 938 72 1141 866 113 1094 347 747 424 127 297 211
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=24
num_cat=0
split_feature=117 1 99 97 0 82 21 47 25 58 18 60 59 9 87 23 142 107 46 77 46 109 76
split_gain=0.976284 1.25018 1.2017 1.1117 1.08914 0.984404 0.949305 1.7564 0.904347 1.04909 0.885043 1.09905 1.24243 1.08225 1.54697 1.23079 0.993597 1.30018 1.03417 0.981599 1.46126 1.96781 1.262
threshold=0.022641776129603389 0.0063990866765379914 0.0019672545604407792 0.0063990866765379914 0.0026833302108570938 0.0087224207818508166 0.0020292587578296666 0.0032328735105693345 0.0010585968848317864 0.021960759535431865 0.015675474889576439 0.00096484774257987748 0.0038949446752667431 0.00017767510871635753 0.0017376682371832433 0.011169348377734424 0.0049928687512874612 0.0035485138650983576 0.0038949446752667431 0.00044738779251929378 0.0016846025246195497 0.0021592099219560628 0.00093549740267917525
decision_type=2 2 2 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 10 -3 6 7 -6 -2 -10 11 19 -13 14 15 -14 -15 18 -18 20 22 -22 -1
right_child=2 4 -4 -5 5 -7 -8 -9 9 -11 -12 12 13 16 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.0037855217128786667 0.00083676276538805947 -0.0038289277885496572 0.0020073193256067612 -0.0021706813607661499 -0.0016440969806727436 -0.0068916103898127787 -0.002571812693666659 0.0048653437253003053 -0.0040887187800159215 0.0038467938169128059 -0.0026223210176402247 -7.767305453328262e-05 0.0020078175647589556 0.0056854469901520769 -0.0030389299861218262 0.0079044827094112962 -0.0064549908253228308 0.0027257173723427503 -8.0929176958949471e-05 -0.00078728345490989464 0.004510977648426214 -0.0032088493813602578 -0.00064668808766853993
leaf_weight=495.41950702667236 454.98366117477417 414.47905719280243 1171.9009298086166 535.09236693382263 222.71764516830444 57.265815734863281 238.37652683258057 193.80194664001465 242.48642861843109 50.285858511924744 263.98301184177399 990.0471955537796 147.47960388660431 104.82800483703613 61.180536150932312 221.25378489494324 86.835816502571106 314.4840145111084 238.18134546279907 2375.1750648021698 109.83618557453156 332.26105868816376 237.64459669589996
leaf_count=178 189 251 458 351 141 33 137 86 144 16 164 485 71 45 32 81 61 135 129 1287 35 164 107
internal_value=0 -0.00025327 0.00100803 1.27281e-05 -0.00179115 -0.000605157 -5.54532e-05 0.00138467 -0.000558078 -0.00272573 0.000208146 0.000338897 0.001227 0.00232701 0.00432432 0.00554604 0.00117339 0.000433767 -0.00178391 -0.000202489 0.000979467 -0.00129091 0.00234869
internal_weight=0 7640.34 1919.66 6513.7 1126.64 712.162 654.896 416.52 747.756 292.772 5978.61 5714.63 2164.29 1174.24 429.914 368.733 744.329 639.501 325.017 3550.34 1175.16 442.097 733.064
internal_count=4780 3973 807 3325 648 397 364 227 349 160 2974 2810 1039 554 184 152 370 325 190 1771 484 199 285
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=24
num_cat=0
split_feature=71 40 125 127 72 18 101 19 109 149 86 31 99 58 150 102 38 22 7 5 133 77 128
split_gain=0.917346 0.838175 0.910626 1.54139 0.913861 0.81694 0.774659 2.23666 1.30462 1.20437 1.1301 1.09919 1.00731 0.957495 0.985075 0.939335 0.977589 0.922479 0.888033 1.20616 1.29872 0.925254 0.879211
threshold=0.15819545835256579 0.015675474889576439 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.13848232477903369 0.010829726699739696 0.017188700847327713 0.0092791137285530585 0.00017767510871635753 0.0031340263085439806 0.00044738779251929378 0.0022272822679951791 0.021960759535431865 0.010500331409275534 0.00017767510871635753 0.0013986918493174019 0.0015833032084628942 0.0013986918493174019 0.02129978779703379 0.0033348383149132137 0.0063990866765379914 0.0016846025246195497
decision_type=2 2 2 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 13 9 11 -8 12 -9 22 17 18 -14 -17 -1 19 20 -15 -20 -11
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 -12 -13 15 14 -16 16 -18 -19 21 -21 -22 -23 -24
leaf_value=-0.00030791383109996938 0.00013797742440207841 0.0065637265288260825 -0.0035707404933306938 0.0030553587529641804 0.0053399054261412462 -0.0046982359080404911 -0.0020055796138716614 0.0020793026716894071 -0.0092790566373326874 0.0026867368688560395 -0.0042300082053856802 -0.0072208013569192101 0.00060531298377218621 0.0026665532288390695 -0.0015714606010735301 0.0075882204186544571 0.0017661351430332825 -0.0023434426912690549 0.0082314194409468192 0.0061814884239107387 -0.0027295147082397496 0.00017663856662517499 -0.0032542564590806165
leaf_weight=5919.8090690374374 156.15852832794189 78.030468821525574 200.24515509605408 156.25611901283264 183.80554795265198 97.437722086906433 153.17091941833496 99.331870675086975 68.014107346534729 241.07136368751526 53.35109531879425 46.712705492973328 104.58402812480927 233.09553682804108 238.49408030509949 261.98240280151367 99.478256702423096 614.36268210411072 103.29538643360138 99.136689305305481 213.76591145992279 54.444555640220642 83.965761065483093
leaf_count=3201 50 23 81 54 53 65 89 35 43 86 34 31 35 82 88 82 41 371 36 27 97 25 51
internal_value=0 0.00164961 0.00109904 -0.000666491 0.00295046 -0.000145423 -9.43629e-05 0.00107842 -0.00355916 0.00207352 0.00281343 -0.000895358 0.00328844 -0.000284431 0.00120564 0.00477847 0.00598591 -0.0004993 0.0021468 0.00119212 8.52265e-05 0.00545128 0.00115202
internal_weight=0 774.496 696.465 356.501 339.964 8785.5 8688.07 1211.66 214.059 997.604 844.433 146.045 791.082 7476.4 942.232 466.045 361.461 6534.17 703.738 545.998 446.861 157.74 325.037
internal_count=4780 261 238 135 103 4519 4454 527 109 418 329 66 295 3927 355 158 123 3572 267 206 179 61 137
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=24
num_cat=0
split_feature=121 136 7 47 21 124 84 18 47 45 5 142 106 61 45 125 53 141 101 127 115 142 68
split_gain=0.841324 0.818987 1.11784 0.766281 0.711429 0.821582 0.815001 0.68751 0.745137 1.10528 0.900952 1.20004 1.3716 1.02193 0.859842 0.849829 1.25985 1.16789 1.28172 1.17338 1.02127 1.01191 0.98135
threshold=0.04273676127195359 0.0044099434744566688 0.001792412775103003 0.0011980500421486797 0.0079489401541650313 0.0010585968848317864 0.0011261500185355546 0.13848232477903369 0.040252277627587325 0.041476719081401832 0.0026833302108570938 0.0070226341485977182 0.032603342086076743 0.0030382014811038975 0.017188700847327713 0.0022975050378590827 0.040252277627587325 0.0005893622583243997 0.028020657598972324 0.062805486842989935 0.00055427959887310873 0.00017767510871635753 0.00064626874518580746
decision_type=2 2 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 -2 -6 8 9 10 15 14 13 -13 -12 17 -17 20 19 -19 21 -1 -23
right_child=4 2 -4 -5 6 -7 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24
leaf_value=-0.0020171724992012747 0.0031265228254303691 0.0081420486972883042 -0.0046955674764080114 0.0020402389965389449 -0.005702663534770642 -0.0020192336812946735 0.0030118180626780883 -0.0044673450046757201 -0.001748833805493515 0.003930909870648606 -0.00062265666201823003 0.0030196065626437586 0.0093263041537727642 -0.0014692054284857622 0.0041401265136085793 0.00038788547746308727 -0.0061931587964676738 -0.0015266070582026282 -0.0071554235088058075 0.0055056625896821431 -0.00079540728363795387 0.0094348520136833432 0.0023480228545740174
leaf_weight=75.745957493782043 506.43173813819885 64.851279854774475 50.773811936378479 249.04719054698944 63.757819533348083 91.600020527839661 46.322342753410339 94.762848019599915 697.958043217659 171.11431241035461 1009.0840488672256 449.19475495815277 66.091126203536987 176.65924191474915 104.58402812480927 2619.6820652484894 74.798883199691772 2109.9810391664505 98.677568435668945 61.034150123596191 456.49631679058075 72.778311371803284 148.5730642080307
leaf_count=37 145 21 36 90 30 41 15 63 353 71 458 167 18 83 35 1460 52 1181 62 26 251 23 62
internal_value=0 -0.000132665 0.00218752 0.00330087 0.0016584 0.00233835 -0.00203556 -0.000232357 -0.000184537 -4.2642e-05 -0.000133018 0.00084066 0.00247596 0.00175255 -0.000175386 -0.000440495 0.000205195 -0.00101596 -0.00158222 -0.00132891 0.000689513 0.00297112 0.00467811
internal_weight=0 8851.89 364.672 313.898 708.112 598.032 110.08 8487.22 8392.45 7694.49 7523.38 1805.61 691.945 625.854 1113.67 5717.77 2694.48 3023.29 2269.69 2171.02 753.594 297.097 221.351
internal_count=4780 4549 147 111 231 186 45 4402 4339 3986 3915 761 268 250 493 3154 1512 1642 1269 1207 373 122 85
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=24
num_cat=0
split_feature=101 127 29 0 65 73 108 21 28 87 136 1 138 3 29 140 47 58 49 141 22 44 19
split_gain=0.885034 1.02706 0.891862 1.12616 0.85825 1.01542 0.991768 1.2533 0.961913 0.894811 0.95267 1.15622 0.874801 1.24438 0.866507 0.894202 0.847573 0.837843 0.792643 1.1341 1.01925 1.01542 1.14487
threshold=0.0011261500185355546 0.062805486842989935 0.015675474889576439 0.0038949446752667431 0.00087947337306104611 0.00050559637020342063 0.0034400182776153092 0.002945306478068233 0.0012357163941487672 0.011519505176693203 0.0031340263085439806 0.00062670491752214741 0.0017376682371832433 0.0011980500421486797 0.013439828064292671 0.0012357163941487672 0.0084566329605877417 0.0035485138650983576 0.00017767510871635753 0.064669914543628707 0.0026012937305495147 0.019431582652032379 0.017188700847327713
decision_type=2 2 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 7 9 -8 10 11 14 -10 -14 15 -1 17 -9 19 21 -20 -2 -23
right_child=18 2 -4 -5 5 -7 8 16 12 -11 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 22 -24
leaf_value=-0.0010205980772423559 0.00061169750502115057 0.010881314364377151 -0.0022749080913782561 0.00047212933566461335 -0.0043308830698790919 -0.00093416315055961036 0.0011209001833741123 -0.0054069716367556525 -0.0033620095458326291 -0.0069520879391056015 0.006755544769085727 -0.0021740735916638211 0.0062729693500646602 -0.0028738987301669041 -0.0054454525848251396 0.0030796870443360169 -0.0063919242584240437 0.0024852778279222682 -0.00019426417488454376 -0.005494064737674836 -0.0053895345472332662 0.0051553673392376407 0.00052982994788949248
leaf_weight=211.82296752929688 3012.2963625192642 56.924248337745667 45.180087089538574 47.806165814399719 291.67882680892944 895.58598935604095 1524.7403299808502 61.42451286315918 259.82431471347809 50.773811936378479 47.610984444618225 530.49451172351837 70.396209359169006 78.81119430065155 47.95255184173584 357.18440890312195 168.9761871099472 74.310929775238037 1016.1416339874268 69.205158352851868 104.07611191272736 283.43019068241119 253.35227370262146
leaf_count=125 1353 19 22 22 169 542 712 42 155 36 14 324 33 55 28 163 91 32 532 38 68 100 105
internal_value=0 -0.000476925 0.00359682 0.00612985 -0.000607651 -0.00176865 -0.000212049 -0.0011541 0.000543315 -0.00045108 -0.000174877 -0.000462439 -0.00160974 0.0014416 0.00100931 0.00155328 -0.00402847 -0.00108621 0.000485279 0.000845101 -0.000676941 0.000968712 0.00297219
internal_weight=0 4821.5 149.911 104.73 4671.59 1187.26 3484.32 1550.55 1933.77 1245.84 1195.07 1147.45 409.032 149.207 616.96 569.007 304.712 135.735 4738.5 3618.28 1120.22 3549.08 536.782
internal_count=4780 2584 63 41 2521 711 1810 855 955 690 654 640 243 88 316 288 165 74 2196 1596 600 1558 205
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=24
num_cat=0
split_feature=59 117 141 99 112 131 102 86 25 60 121 76 146 131 19 127 99 107 54 36 8 5 52
split_gain=0.783525 0.953398 1.24669 1.18633 1.11869 0.983656 1.03978 1.25081 0.959942 0.884028 1.0456 1.07238 0.936704 0.849955 1.17009 0.844709 0.832254 1.08157 1.44152 1.21379 1.17279 1.00752 0.863299
threshold=0.013032016810029747 0.022641776129603389 0.016668972559273246 0.0014881226234138014 0.00244467705488205 0.000490355829242617 0.025578102096915249 0.0015833032084628942 0.0010585968848317864 0.0045489775948226461 0.04273676127195359 0.00085274505545385193 0.0072436286136507997 0.0005893622583243997 0.014293605927377941 0.0021592099219560628 0.0016846025246195497 0.0045489775948226461 0.004017772153019906 0.0015833032084628942 0.0013560238294303419 0.0026833302108570938 0.00017767510871635753
decision_type=2 2 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 5 6 7 16 -3 10 11 -6 15 -5 -15 -13 22 18 19 20 -18 -22 -1
right_child=-2 2 -4 13 9 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.002910844050000153 -0.0011201983972208968 0.0013473453015695205 -0.0035092668938821198 0.00091598825643801314 -0.0043360248852793663 -0.00040416263728928033 -0.0037276408682831263 -0.0034565117991572666 -0.0031050970417962342 0.0033647053356502771 0.0018080515609826429 -0.0061071532236845142 0.0038053979447326865 0.0052234847469214566 8.2530405034865007e-05 0.0019964008534998469 0.0081855072732212094 0.0052858979199873861 -0.0045072739361702125 -0.0017979388773154516 0.00032261452529218902 0.0066497377294118436 -7.4760719610319964e-05
leaf_weight=318.49632561206818 1341.8907260894775 336.78128600120544 126.22699737548828 400.09994745254517 470.16345918178558 3197.661138176918 114.62922215461731 138.80067944526672 188.98894727230072 78.274445533752441 136.38974487781525 78.66480827331543 90.213788151741028 433.14551055431366 148.67065489292145 54.395760297775269 109.83618557453156 266.0923045873642 86.591839790344238 128.99946212768555 216.58717155456543 88.681169748306274 1009.7183883190155
leaf_count=138 752 134 61 146 273 1739 70 92 104 33 47 49 38 155 66 23 35 89 51 67 105 29 484
internal_value=0 0.000182911 0.00126399 0.00166362 -8.53664e-05 0.000175318 0.000922962 0.00114849 -0.000253092 -0.00171478 -0.00219391 -0.00298104 -0.000127748 0.00268993 0.00390982 -0.00279438 0.00143576 0.00261261 0.00148474 0.00243834 0.00375483 0.00216066 0.000641166
internal_weight=0 8218.11 1633.91 1507.69 6584.2 5676.09 2478.43 2363.8 525.77 908.102 829.828 693.438 223.274 981.916 581.816 133.061 2225 896.788 630.696 544.104 415.105 305.268 1328.21
internal_count=4780 4028 666 605 3362 2899 1160 1090 238 463 430 383 110 367 221 72 998 376 287 236 169 134 622
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=24
num_cat=0
split_feature=101 127 141 5 109 133 46 18 94 140 136 93 79 12 22 72 142 34 117 95 34 81 114
split_gain=0.772963 0.920183 0.794629 0.876322 0.983732 0.91895 0.986863 1.48823 0.884549 0.842561 0.776285 0.849863 0.768535 0.7793 0.746027 0.729702 1.14681 0.878785 1.14569 1.1109 0.811163 0.78631 0.729422
threshold=0.0011261500185355546 0.062805486842989935 0.007706565549597145 0.010829726699739696 0.0066005610860884198 0.0079489401541650313 0.0081988852471113222 0.0015833032084628942 0.0062037324532866487 0.021960759535431865 0.0005375427135732026 0.0028552538715302949 0.0044099434744566688 0.0022272822679951791 0.0030382014811038975 0.0014881226234138014 0.0070226341485977182 0.0012745757703669371 0.0027679565828293566 0.00087947337306104611 0.0046923852059990176 0.00017767510871635753 0.00096484774257987748
decision_type=2 2 2 2 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 8 7 12 15 -8 22 -12 13 -7 -2 16 17 21 -19 -20 -21 -1 -10
right_child=14 -3 -4 4 -6 6 9 -9 10 -11 11 -13 -14 -15 -16 -17 -18 18 19 20 -22 -23 -24
leaf_value=0.00079487328129164675 0.0006049147511832248 0.0034102507928413088 -0.001979842350143507 0.0050239601710150138 -0.0014751905532457261 0.0060774030571302548 -0.0033714341989888597 -0.0023232380823509017 0.0018291148944078956 0.0045464566045405616 0.00073932398062277705 0.010335724121501026 0.00064392997461818272 7.2572483125886596e-05 -0.0021462016163010366 -0.0021965471508654036 -0.0036302333227880425 -0.0012242072764554091 6.6296954280695321e-05 0.0094981733081992339 0.002883114335235048 -0.0040903717384866848 -0.0025413332869956666
leaf_weight=169.92326140403748 4477.7303421497345 149.91050124168396 822.77884542942047 156.15852832794189 92.839866876602173 246.4211118221283 182.74092018604279 155.89458882808685 233.63228559494019 41.167775988578796 50.529835224151611 42.456417679786682 176.90321862697601 69.205158352851868 260.77138900756836 1176.3013803958893 217.17271566390991 200.53792715072632 130.09292244911194 90.018606781959534 95.514740943908691 159.85810458660126 161.43951833248138
leaf_count=76 2056 63 464 50 38 90 117 93 104 19 26 18 93 38 140 746 129 93 58 30 40 94 105
internal_value=0 -0.000445707 -0.000569444 -0.000267937 0.00260073 -0.000466362 0.000946226 0.00193447 -0.000918152 -0.00191565 0.00101063 0.00512093 0.00328211 0.00476077 0.000453514 -0.00133851 -0.000389122 0.000442943 0.00173107 0.00360875 0.00609266 -0.0015732 4.3204e-05
internal_weight=0 4821.5 4671.59 3848.81 248.998 3599.81 872.333 648.424 2727.48 223.909 488.058 92.9863 492.529 315.626 4738.5 2239.42 1063.12 845.946 516.164 315.626 185.533 329.781 395.072
internal_count=4780 2584 2521 2057 88 1969 450 314 1519 136 253 44 221 128 2196 1266 520 391 221 128 70 170 209
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=24
num_cat=0
split_feature=18 117 47 143 99 17 133 72 93 82 88 149 104 18 123 139 60 77 125 76 35 81 28
split_gain=0.716734 0.741315 0.758513 1.08455 1.20383 0.83721 0.796438 0.784679 0.748961 0.855081 0.674416 0.589792 0.937512 0.726062 0.883667 0.624139 0.729429 0.803586 1.05913 0.98377 0.880729 0.779369 0.950581
threshold=0.13848232477903369 0.04673989117145539 0.0032328735105693345 0.016668972559273246 0.0068083447404205808 0.00077738583786413084 0.0062037324532866487 0.00244467705488205 0.021960759535431865 0.00062670491752214741 0.030689206905663017 0.028020657598972324 0.037906534969806678 0.0021592099219560628 0.0011615398107096555 0.00077738583786413084 0.0054799309000372895 0.00096484774257987748 0.027182282879948619 0.00070876078098081063 0.011169348377734424 0.013860232196748258 0.0045489775948226461
decision_type=2 2 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 -7 9 -3 11 15 13 14 -13 16 21 -18 19 20 -19 -1 -23
right_child=-2 2 3 -5 -6 7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 22 -24
leaf_value=-0.00050351703766846067 -0.0041813036422671621 2.4564699352304035e-05 -0.0019475928088172651 -0.0062346596622899764 0.0039337712624535094 -0.0098370484818610798 0.0054877402784935725 -0.00058818967375472977 -0.0017473863272274553 0.0054811033515498406 -0.0019549216952925272 0.0014789349906292909 -0.004060975798673057 -0.0028000607741489052 0.007529735570038807 -0.0018512589848411283 -0.001287345329376373 0.0028472729387477862 0.0078995784455834685 -0.0030618305158030003 -0.0046235460626593474 0.0017317857128590253 -0.0039662084503630088
leaf_weight=4675.2784371376038 101.40123784542084 100.9132844209671 94.323689937591553 59.9406898021698 189.30168211460114 45.277677774429321 58.261685371398926 46.46872878074646 70.347414016723633 248.85200917720795 463.40751588344574 876.16099655628204 82.286756634712219 90.213788151741028 64.802484512329102 508.29483091831207 237.59580135345459 511.15601658821106 70.201027989387512 102.49469816684723 42.749189734458923 739.02822852134705 81.242091655731201
leaf_count=2457 66 46 45 35 63 26 20 21 31 82 319 284 36 38 19 329 105 231 25 57 30 368 47
internal_value=0 4.48258e-05 0.0013985 6.93907e-05 0.000940793 -0.00137809 0.000891441 -0.00515258 0.00296001 0.0039068 -9.99189e-05 6.45016e-06 0.00107499 0.00148483 0.00189564 -0.000164298 -3.15569e-05 0.0012369 0.00206232 0.00143804 0.00227069 -0.000254109 0.00116744
internal_weight=0 9458.6 913.687 493.574 433.633 244.332 152.585 91.7464 420.113 349.765 8544.91 8081.5 1113.46 1031.18 940.963 6968.04 6459.75 964.197 726.601 656.4 553.905 5495.55 820.27
internal_count=4780 4714 369 210 175 112 65 47 159 128 4345 4026 377 341 303 3649 3320 448 343 318 261 2872 415
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=24
num_cat=0
split_feature=71 135 121 46 37 88 42 149 46 56 133 9 124 91 97 128 124 113 70 100 92 27 42
split_gain=0.727487 0.620371 1.03353 1.33 1.05274 0.914776 0.824454 1.151 1.05947 0.919577 1.04187 0.98939 1.25271 0.881734 0.814062 0.931562 0.966834 1.15285 1.07741 1.1834 0.852255 0.995738 0.813029
threshold=0.27827766537666326 0.0079489401541650313 0.0025217677466571335 0.01884530205279589 0.0023699469165876512 0.023343417793512348 0.004017772153019906 0.0013986918493174019 0.096724390983581557 0.0012745757703669371 0.002945306478068233 0.0022975050378590827 0.00747153488919139 0.0031340263085439806 0.0063990866765379914 0.0010918468469753864 0.00087947337306104611 0.019431582652032379 0.00073092587990686308 0.0033348383149132137 0.0034400182776153092 0.0028552538715302949 0.0011261500185355546
decision_type=2 2 2 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 14 7 -1 9 10 -9 12 13 22 15 16 17 -4 -18 -20 21 -17 -12
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 20 18 -19 19 -21 -22 -23 -24
leaf_value=-0.00047670734855164928 0.002109956814658248 -0.0012527492991303362 0.0026705388607323804 -0.0041942923096769382 0.0022446557069185991 -0.0047516661254789162 -0.0011580433301751553 -0.0018036681118579906 0.0070876406842620299 -0.0027880152682972898 0.0074621165562860073 -0.003871672318217586 -0.0026483963463919116 0.00089775029557181149 -0.0034876085481921567 0.0039075813160338721 -0.0052061854568340189 -0.0012903517014262 0.0075639068231665163 -0.00082211608047311853 0.006870444774768141 -0.0018966811784666205 0.0030605078719603655
leaf_weight=2570.4009461402893 391.78255319595337 1019.8323404788971 887.49483227729797 207.27390766143799 91.502429842948914 60.038280487060547 1925.1995843648911 184.83025014400482 76.888213157653809 138.75188410282135 184.04952466487885 58.554457426071167 89.31550920009613 195.13938367366791 78.567217588424683 265.09643495082855 110.37293434143066 231.66050910949707 50.334653854370117 256.1735337972641 140.30446529388428 102.44590282440186 243.99021446704865
leaf_count=1539 128 468 318 100 37 39 1088 95 30 90 63 32 55 87 45 102 57 77 18 113 46 55 98
internal_value=0 -9.01641e-05 5.53423e-05 0.000906364 -0.00222232 0.00133467 -0.000317265 0.000115311 0.00141424 0.00101574 0.00156788 0.00237608 0.00288953 0.00368324 0.00150684 0.00169882 0.00108504 0.00185065 -0.0009703 0.000555033 0.00355527 0.00228975 0.00495312
internal_weight=0 9168.22 8148.39 2481.27 298.776 2182.49 5667.12 3741.92 1171.52 1094.63 955.879 771.049 712.495 623.179 2122.45 2043.88 1536.04 1119.16 416.881 306.508 507.847 367.542 428.04
internal_count=4780 4652 4184 1007 137 870 3177 2089 550 520 430 335 303 248 831 786 583 395 188 131 203 157 161
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=24
num_cat=0
split_feature=71 108 27 148 149 135 88 86 95 94 83 138 82 128 72 114 23 79 101 113 123 61 72
split_gain=0.656557 0.581551 0.630275 0.625237 0.616791 0.89384 1.25086 0.888707 0.877554 0.815275 0.815248 0.837663 1.13434 1.00221 1.04251 0.996022 0.912885 0.906746 0.938102 0.866121 1.22287 0.926215 0.853794
threshold=0.27827766537666326 0.079227816313505187 0.0005375427135732026 0.0020292587578296666 0.00085274505545385193 0.0079489401541650313 0.023343417793512348 0.0026833302108570938 0.034632634371519096 0.028884131461381916 0.0081988852471113222 0.00064626874518580746 0.0026012937305495147 0.0014427106943912806 0.0020932231564074759 0.00017767510871635753 0.017724351026117805 0.0013146653072908523 0.0013146653072908523 0.013439828064292671 0.0015349716995842757 0.0019071503775194289 0.00017767510871635753
decision_type=2 2 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 7 8 10 -1 -6 16 13 15 -15 -13 -12 -14 -19 20 21 -18 -23
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 11 12 17 14 -16 -17 19 18 -20 -21 -22 22 -24
leaf_value=-0.00083836702453887974 0.0020044589483829501 0.0032374122717721992 -0.0060504459693557517 -0.0043539399289461538 0.0019164714530195762 -0.001182360594129291 -0.003310385277325743 -0.0019292951929359094 -0.0028683661783603783 0.0024423720942974899 -0.0012012496498943234 0.0031926204970902615 0.0065423943403875645 0.0068646217978091595 -0.00045541669715903806 -0.0064648562027983239 0.0029408547270290525 -0.0019571354089178636 0.0038369096239778502 -0.0025131427766630706 0.0086766328631433243 0.0032036924145888916 -0.0014684312394922978
leaf_weight=2778.9923280477524 391.78255319595337 58.359276056289673 84.160942435264587 50.676221251487732 1536.4556586742401 905.34950435161591 204.28629875183105 305.19958317279816 152.78055667877197 203.21280121803284 938.68783950805664 37.155464887619019 157.49596536159515 68.961181640625 165.06146669387817 94.860438704490662 373.79036486148834 105.16957223415375 208.07459592819214 158.03271412849426 55.635606646537781 129.84894573688507 395.97008287906647
leaf_count=1693 128 24 59 32 654 404 139 185 73 95 425 16 51 28 92 67 144 59 79 73 20 48 192
internal_value=0 -8.56559e-05 -0.00279984 -0.000290806 -2.72303e-05 0.000265168 0.000522765 0.000683124 0.000857286 -0.000614812 0.000985914 0.000490973 0.00182428 -0.000263402 0.00170163 -0.00374679 -5.27412e-05 0.00344762 0.0018916 0.000915652 0.0014829 0.00103801 -0.000314669
internal_weight=0 9168.22 193.196 109.035 8975.02 5992.82 5087.47 4883.18 4577.98 2982.21 4425.2 2888.74 836.779 366.039 234.023 132.016 2051.97 470.74 313.244 1113.28 955.245 899.609 525.819
internal_count=4780 4652 115 56 4537 2749 2345 2206 2021 1788 1948 1294 392 203 120 83 902 189 138 477 404 384 240
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=24
num_cat=0
split_feature=59 80 99 66 110 99 82 39 65 68 87 149 21 95 32 116 17 0 10 72 110 37 18
split_gain=0.666666 1.01635 1.19651 0.82486 0.773782 1.09867 1.07472 0.758129 1.06275 0.920367 0.868331 0.855929 1.43538 0.793308 0.757486 1.06348 0.970048 1.13598 1.11414 1.70163 0.836783 0.794117 0.777775
threshold=0.013032016810029747 0.0032328735105693345 0.0016846025246195497 0.001792412775103003 0.002945306478068233 0.013439828064292671 0.00085274505545385193 0.02129978779703379 0.00068727668258361529 0.0017376682371832433 0.0022975050378590827 0.0010263677686452868 0.00087947337306104611 0.020658296532928947 0.0012357163941487672 0.0092791137285530585 0.00057154725072905432 0.0034400182776153092 0.0045489775948226461 0.000490355829242617 0.0016846025246195497 0.00075379351619631063 0.0010585968848317864
decision_type=2 2 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 14 4 6 -6 -2 8 -1 11 13 -10 -13 -11 16 22 18 21 20 -20 -3 -18 -16
right_child=3 2 -4 -5 5 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.00039710274828175539 -0.0024660991891842822 0.0066078715727934311 0.0020276985090805235 0.0045814740419896152 -0.0024163022517372955 -0.012117801440496685 0.00096462062732043422 -0.0030806572557950536 -0.0010513485119551433 -0.00074322225933184786 -0.0044520831599047109 0.0054569643372012998 -0.0019436330275404215 -0.0068460276160775685 0.0052675935359830081 -0.0042406859803102116 -0.0074320387216731364 0.00074035367005855651 0.0027314716163720789 -0.0052087551102644979 -0.0018022388045334594 -0.0017872704412411483 -0.0013141333945667132
leaf_weight=3772.5572347640991 408.18223476409912 104.73041415214539 1339.8324519395828 62.371587157249451 321.29762291908264 32.098488807678223 517.9407924413681 218.60774338245392 443.95146727561951 742.67900943756104 271.76365733146667 164.2807412147522 108.98670196533203 57.363406419754028 168.53702902793884 54.737327694892883 133.20695459842682 147.47960388660431 136.63372159004211 133.30454528331757 41.21657133102417 117.06011950969696 61.180536150932312
leaf_count=1784 262 41 560 27 199 24 240 134 275 410 160 60 54 37 73 37 78 71 57 82 21 62 32
internal_value=0 0.00016872 0.0010249 -0.00103329 -0.00130699 -0.00329748 -0.000547445 -0.000192393 -7.88647e-05 -0.00108255 -0.00201025 0.000303807 0.0025054 -0.0011808 -0.00019866 0.00202233 -0.000975142 -0.00274051 0.000713234 -0.00118968 0.00423279 -0.00479175 0.00351469
internal_weight=0 8218.11 2437.92 1341.89 1279.52 353.396 926.123 5780.19 5561.58 1789.02 1071.81 717.219 273.267 800.042 1098.09 284.455 813.632 397.747 415.885 269.938 145.947 250.267 229.718
internal_count=4780 4028 1114 752 725 223 502 2914 2780 996 607 389 114 447 554 142 412 211 201 139 62 140 105
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=24
num_cat=0
split_feature=18 117 141 47 72 7 118 129 113 50 17 97 148 121 1 112 138 29 73 144 30 63 11
split_gain=0.636757 0.608069 0.753355 0.821297 0.927901 1.28542 1.02253 0.827833 0.864283 0.780624 0.777652 0.725356 0.708801 0.62697 0.785501 1.00141 1.22299 1.49969 0.95179 0.970337 0.937783 0.913513 0.837061
threshold=0.13848232477903369 0.034632634371519096 0.016668972559273246 0.0032328735105693345 0.001792412775103003 0.0015833032084628942 0.0016846025246195497 0.00057154725072905432 0.00068727668258361529 0.076978169381618514 0.0025217677466571335 0.0098710241727530974 0.0045489775948226461 0.04273676127195359 0.0063990866765379914 0.00244467705488205 0.00064626874518580746 0.011519505176693203 0.0014427106943912806 0.00017767510871635753 0.0051502294372767219 0.0034400182776153092 0.0087224207818508166
decision_type=2 2 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 7 6 -6 9 10 -9 -5 12 13 -3 14 15 -1 22 20 -16 21 -18 -20 -17
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14 -15 18 16 17 -19 19 -21 -22 -23 -24
leaf_value=0.00036596926096502249 -0.0039411215061222714 0.0046890421004065243 -0.0033438359091982161 -0.0024708590249331083 0.0032921337621740644 -0.0043333177962622529 -0.0088784176827037993 0.0016277898442165679 0.0082918991880583156 0.0042541769001591149 -0.0030980526084237216 -0.0019543205508327794 -0.0011823910340687822 0.0015851347900667696 -0.0029920583975095835 -0.003745945684543318 -0.0048439063748664229 0.0055099915952836302 0.00016682991123439535 -0.0011188794557756617 0.0031642402721433235 0.0080854075090945332 0.0014913209925927946
leaf_weight=5180.8606916666031 101.40123784542084 154.86988663673401 89.022737145423889 156.695277094841 293.93450558185577 68.062902688980103 45.326473116874695 84.961630702018738 113.84849667549133 59.550327062606812 75.648366808891296 501.70523643493652 76.937008500099182 582.37287700176239 488.44841957092285 457.78495848178864 101.40123784542084 116.76734745502472 87.734095454216003 511.67280256748199 57.168225049972534 62.273996472358704 91.551225185394287
leaf_count=2621 66 51 43 72 100 45 28 38 38 19 33 328 32 190 269 250 66 50 44 306 29 23 39
internal_value=0 4.22509e-05 0.0010846 0.00143353 0.000218856 0.00185839 -0.00205015 0.00292965 0.00544399 -0.0006189 0.0013038 -0.000111938 0.00274031 7.51533e-06 -0.000120881 0.000108372 -0.00150993 0.0012098 -0.00131796 -8.21436e-05 -0.00195677 0.00345413 -0.00287311
internal_weight=0 9458.6 1218.86 1129.83 623.569 361.997 261.572 506.265 198.81 216.246 307.455 8239.74 231.807 7738.04 7155.66 6005.53 824.673 275.337 1150.13 661.681 158.569 150.008 549.336
internal_count=4780 4714 499 456 264 145 119 192 76 91 116 4215 83 3887 3697 3055 434 145 642 373 95 67 289
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=24
num_cat=0
split_feature=59 80 0 10 122 150 65 19 127 101 66 42 80 56 131 59 47 95 68 39 149 81 60
split_gain=0.604592 0.904741 1.42812 1.0026 1.13919 0.985922 0.896805 0.886518 1.00682 0.801662 0.736563 0.735056 1.00646 0.775186 0.987235 0.760024 1.28479 0.733998 0.810846 1.12667 1.17699 1.17544 1.00595
threshold=0.013032016810029747 0.0032328735105693345 0.0034400182776153092 0.007706565549597145 0.00066645268816500913 0.00099512818269431613 0.00068727668258361529 0.0054799309000372895 0.00099512818269431613 0.028020657598972324 0.001792412775103003 0.0013560238294303419 0.0046923852059990176 0.0005375427135732026 0.00082683752407319855 0.0098710241727530974 0.00073092587990686308 0.034632634371519096 0.0079489401541650313 0.00244467705488205 0.0010263677686452868 0.0021592099219560628 0.0084566329605877417
decision_type=2 2 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 9 -5 7 -1 8 -3 -4 -2 15 13 14 -13 16 -7 18 19 20 22 -22 -8
right_child=10 2 3 4 -6 11 17 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00025117624569140698 -0.0012426447288024093 0.0011700552229239772 0.0028050991574568008 -0.0019538816460053297 0.0047210673534456762 0.0019336994418253607 -0.0019800073585641209 -0.0022635274645411065 0.0077191292145092245 0.00812804376909162 0.004321733129689153 0.0036354102224124205 -0.001372687161675705 0.0069584996965649758 -0.0030827573447276997 0.001720773087989035 -0.0087823607374392602 -0.005686942090507352 -0.0028786050192346063 -0.0018584574078161697 0.0077699934112062195 0.0013402932765635995 0.0049361512630153211
leaf_weight=3907.1504217386246 1279.5191389322281 143.41849744319916 650.22063553333282 219.60361301898956 90.164992809295654 39.683952927589417 334.76958394050598 78.469626903533936 99.331870675086975 79.367905855178833 62.371587157249451 129.75135505199432 604.53263223171234 66.286307573318481 94.518871307373047 47.806165814399719 94.762848019599915 82.628324031829834 391.40106022357941 635.90806066989899 96.559405922889709 269.40151810646057 62.371587157249451
leaf_count=1865 725 66 280 121 36 12 213 41 35 24 27 44 291 26 53 22 63 50 220 393 29 117 27
internal_value=0 0.000160674 0.000968481 0.00237227 -1.09903e-05 -7.476e-05 -0.000180036 0.00235647 0.00384989 0.00338415 -0.00098401 -0.000799654 -0.000210326 0.00220809 0.000804033 -0.00369399 -0.00561936 -0.00107954 -0.00086691 -0.000304098 0.000991181 0.00303678 -0.000893815
internal_weight=0 8218.11 2437.92 1039.36 309.769 1398.56 5780.19 321.22 242.75 729.589 1341.89 1077.34 895.089 290.557 224.27 182.253 134.447 1873.04 1790.41 1399.01 763.102 365.961 397.141
internal_count=4780 4028 1114 461 157 653 2914 142 101 304 752 511 414 123 97 97 75 1049 999 779 386 146 240
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=24
num_cat=0
split_feature=18 59 110 92 101 51 24 115 115 50 40 17 125 102 127 92 82 29 14 141 90 137 100
split_gain=0.560757 0.566927 0.71036 1.22341 0.74435 0.997495 0.713992 0.885068 0.671026 0.944642 0.794262 0.932744 0.900557 1.00311 0.986333 1.01829 1.02535 0.85604 1.25209 1.51923 0.953386 0.825649 0.887103
threshold=0.13848232477903369 0.01884530205279589 0.0021592099219560628 0.021960759535431865 0.0014881226234138014 0.0038949446752667431 0.0020292587578296666 0.0020292587578296666 0.024810968898236755 0.00017767510871635753 0.00017767510871635753 0.0012357163941487672 0.0020292587578296666 0.00017767510871635753 0.15407856553792956 0.00244467705488205 0.00085274505545385193 0.011519505176693203 0.00017767510871635753 0.010829726699739696 0.00017767510871635753 0.0020292587578296666 0.034632634371519096
decision_type=2 2 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 -6 -8 9 -1 11 -11 14 -14 15 16 -12 -15 -19 20 -20 22 -17
right_child=-2 2 3 -5 5 -7 7 -9 -10 10 12 -13 13 17 -16 21 -18 18 19 -21 -22 -23 -24
leaf_value=-0.0015887174654024624 -0.0036984531797791009 -0.0020811966995550441 -0.0048966291849266395 0.0046388009448243761 -0.0047897568039885373 0.0051445799627283561 0.0058692967025850661 -0.0028896315507422189 -0.0012282600710511839 0.0022300870768926949 -0.0034076682049410884 -0.0022995665683863344 -0.0011455361640160438 0.00070712129838655722 0.0063347920103437143 0.0010814304223624581 -0.00057051374453972613 -0.0025917804862688361 0.0060482797522517359 -0.0019704373975110495 0.00086912171692687446 -0.0036250116714321152 -0.0052854731789599603
leaf_weight=610.15518963336945 101.40123784542084 282.5607442855835 214.93699967861176 39.879134297370911 69.400339722633362 115.28352439403534 59.550327062606812 55.928378701210022 790.29886364936829 968.78571927547455 434.24784064292908 128.75548541545868 511.54637932777405 1756.9952529668808 54.298169612884521 1321.9866496324539 1194.2758291959763 93.035048246383667 369.77805376052856 99.722233414649963 116.96252882480621 113.14539909362793 57.070634365081787
leaf_count=360 66 172 145 20 46 43 19 32 532 367 254 57 247 921 19 582 514 46 141 51 58 63 25
internal_value=0 3.96494e-05 -0.00120228 -0.00340432 -0.000239365 0.00149446 -0.000781617 0.00162719 0.000160304 0.000300441 0.000460078 0.0016987 0.000238059 0.000867345 -0.000346239 -0.000462484 -0.00132704 0.00128995 0.002797 0.00365186 0.00480374 0.000481059 0.000817944
internal_weight=0 9458.6 837.539 254.816 582.723 300.163 184.879 115.479 8621.06 7830.76 7220.61 1097.54 6123.06 2948.04 3175.02 3120.73 1628.52 2436.49 679.498 586.463 486.741 1492.2 1379.06
internal_count=4780 4714 477 165 312 140 97 51 4237 3705 3345 424 2921 1464 1457 1438 768 1217 296 250 199 670 607
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=24
num_cat=0
split_feature=136 28 42 82 103 90 119 19 110 136 96 61 80 107 105 148 4 36 108 69 71 92 69
split_gain=0.535112 1.00727 0.654849 0.581171 0.717415 0.716854 0.810752 1.01387 1.0441 0.801467 0.735225 0.793369 1.06513 1.00542 1.01306 1.00687 0.810495 0.770923 0.724662 0.954696 1.22081 0.707591 0.75222
threshold=0.0044099434744566688 0.00066645268816500913 0.0035485138650983576 0.00085274505545385193 0.0020292587578296666 0.00017767510871635753 0.00087947337306104611 0.0013986918493174019 0.0058306583669036635 0.0020292587578296666 0.0037758676335215573 0.0030382014811038975 0.0054799309000372895 0.004017772153019906 0.0022272822679951791 0.0060143163427710542 0.0011615398107096555 0.00037263428384903824 0.0098710241727530974 0.00017767510871635753 0.037906534969806678 0.0072436286136507997 0.00039601318712811922
decision_type=2 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 10 9 -8 -9 18 -5 12 16 14 -13 17 21 -15 19 -7 -21 22 -12
right_child=1 -3 -4 5 -6 6 7 8 -10 -11 11 13 -14 15 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0004086351561377791 0.0064407763703382944 -0.0010059700910322045 0.00078008252897807573 3.2250856606772105e-05 -0.0034679495197366471 0.0030820793908914665 -0.0019154020689894078 0.0033199532315168322 -0.0050676063919441357 -0.0083028813087368484 0.004693945686749126 0.0011551432365108762 0.0046290225790393364 0.0019423988500617433 -0.0043859465484700749 -0.00039620797705087677 -0.00126956354505606 0.0090951716902802817 -0.0053819128635911231 -0.0037926710610684264 0.0060263263791394111 0.0053763827421772301 -0.00079590188120987201
leaf_weight=3246.0617178678513 125.6414532661438 172.74452149868011 86.103886365890503 2934.0707123279572 203.6519593000412 116.86493813991547 268.40564846992493 285.20678579807281 42.651599049568176 50.725016593933105 92.595890164375305 148.62185955047607 320.58565557003021 90.067402124404907 185.36699891090393 207.12752163410187 231.15259289741516 64.753689169883728 104.02731657028198 218.85172009468079 37.009078860282898 136.38974487781525 191.32225394248962
leaf_count=1893 37 84 31 1322 113 54 130 119 26 34 28 64 116 32 117 94 110 17 66 144 10 47 92
internal_value=0 0.00182741 0.00413892 -7.65757e-05 -0.00058924 0.000232298 -0.000899868 0.000363307 0.0022288 -0.00232777 0.000508753 0.00134694 0.00226963 5.81905e-05 -0.00192021 0.00188377 0.00110857 0.00493404 -0.00169203 -0.000662194 -0.0023724 0.00241644 0.000994534
internal_weight=0 384.49 211.745 9175.51 3449.71 5725.8 1123.74 596.264 327.858 527.478 4602.05 1667.98 972.046 695.937 333.989 361.949 651.46 154.821 476.753 372.726 255.861 420.308 283.918
internal_count=4780 152 68 4628 2006 2622 583 275 145 308 2039 717 393 324 181 143 277 49 274 208 154 167 120
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=24
num_cat=0
split_feature=101 19 127 51 99 50 65 73 136 108 29 12 21 25 83 10 40 147 58 121 22 19 142
split_gain=0.530796 0.820529 0.761375 0.721564 0.679679 0.861803 0.768662 1.12057 0.679061 0.922436 0.866883 1.18422 0.85169 0.96977 1.40733 0.859377 0.794484 0.756894 0.699241 0.633661 0.628626 0.616714 0.766907
threshold=0.0011261500185355546 0.086341444402933135 0.062805486842989935 0.00043393640953581786 0.034632634371519096 0.0013986918493174019 0.00087947337306104611 0.00087947337306104611 0.0054799309000372895 0.0038949446752667431 0.013439828064292671 0.00050559637020342063 0.002945306478068233 0.00042089859198313212 0.023343417793512348 0.004017772153019906 0.00080172589514404546 0.0019071503775194289 0.021960759535431865 0.0015349716995842757 0.0030382014811038975 0.011880517937242987 0.011519505176693203
decision_type=2 2 2 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 8 -8 9 10 12 -12 13 14 15 16 -1 -15 -14 -5 -2 22 -22
right_child=20 -3 3 19 5 -7 7 -9 -10 -11 11 -13 18 17 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.001276172034684003 0.0005147943423206246 -0.0051898695799484779 0.0075872073287898446 -0.003338734908970931 -0.004679651987647201 0.0031344578842039217 -0.0044634808684453587 -0.00073420244672022829 0.0042028624686631126 0.00051509581189476108 -0.0087049220329067922 -0.00040580755770501542 -0.0047480754416691041 -0.0040384093552065367 0.0078641810741117407 -0.004730711503884588 0.0052642147591446774 -0.00026443835357748525 0.001045374148684837 0.0052297635823426647 -0.0035154629340156461 -0.0053781423608049474 0.0031756317178105024
leaf_weight=92.93745756149292 4477.7303421497345 86.689430475234985 58.261685371398926 49.338784217834473 41.362957358360291 240.12428939342499 277.16220080852509 737.21170783042908 86.103886365890503 1673.4398174285889 85.4007887840271 86.543044447898865 202.60729432106018 171.74865186214447 80.754138231277466 63.904205560684204 92.791071534156799 586.66686713695526 70.103437304496765 38.346515893936157 87.880481481552124 89.364304542541504 83.526602983474731
leaf_count=42 2056 55 20 31 27 101 166 455 31 833 56 49 124 97 27 36 36 366 21 11 50 57 33
internal_value=0 -0.000369347 -0.000281088 0.00327419 -0.000394162 0.00198622 -0.00054972 -0.00175317 -0.00017901 -0.000296662 -0.00118252 -0.0045278 -0.00076005 -0.000134191 0.00212666 0.00027062 0.00199144 -0.00111908 -0.0032588 0.000408439 0.000375816 -0.00201059 -0.000254895
internal_weight=0 4821.5 4734.81 145.947 4588.86 281.487 4307.37 1014.37 3293 3206.9 1533.46 171.944 1361.51 1088.8 330.387 249.633 185.729 758.416 272.711 87.6853 4738.5 260.771 171.407
internal_count=4780 2584 2529 62 2467 128 2339 621 1718 1687 854 105 749 604 141 114 78 463 145 42 2196 140 83
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=24
num_cat=0
split_feature=59 66 11 77 112 46 121 42 115 105 133 61 40 21 8 42 123 100 19 35 68 39 96
split_gain=0.504626 0.687537 0.789291 0.841613 1.43573 1.14084 0.942944 0.931179 0.878575 0.835178 1.11184 1.09551 1.05996 0.80901 0.807644 1.3308 0.804252 0.838106 0.928912 0.862622 0.795781 0.788969 0.831214
threshold=0.013032016810029747 0.0005375427135732026 0.0019071503775194289 0.00057154725072905432 0.00244467705488205 0.059226244688034065 0.0063990866765379914 0.0045489775948226461 0.0020292587578296666 0.007706565549597145 0.01884530205279589 0.0010263677686452868 0.0098710241727530974 0.00057154725072905432 0.000490355829242617 0.0095705352723598498 0.0010263677686452868 0.0044099434744566688 0.00077738583786413084 0.00087947337306104611 0.024810968898236755 0.0021592099219560628 0.00080172589514404546
decision_type=2 2 2 2 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 6 7 21 -7 10 11 12 16 -13 20 -16 17 18 -1 -20 -15 22 -5
right_child=-2 -3 -4 4 -6 8 -8 -9 -10 -11 -12 13 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.001565192615917272 -0.0008989865369481197 -0.00077252385901626004 0.00093916362354159197 -0.0012083732723374154 -0.0050553887827885511 0.0075623643787488329 0.0031529897292857018 -0.0029730518326232624 0.00015876678050923839 -0.0051034663188188403 0.0084945655785622926 -0.0063243791653782152 0.0084305615941852492 -0.0020656621543803481 0.0029482082773388579 -0.0041589239870435 0.0075310935821580648 0.004323432564850683 -0.0074880692780479796 0.0017182799836412235 0.0054215382656604451 -0.0022541932597163741 0.0018099940254835427
leaf_weight=197.61907637119293 1341.8907260894775 1630.3290975093842 3189.8339205980301 414.5278525352478 176.15132570266724 76.693031787872314 146.9428551197052 451.63452208042145 83.91696572303772 54.542146325111389 50.334653854370117 58.554457426071167 64.851279854774475 54.395760297775269 101.95794939994812 186.07009649276733 51.574500203132629 128.31632733345032 70.44500470161438 39.830338954925537 102.10433542728424 380.34003376960754 507.14370548725128
leaf_count=81 752 842 1472 253 116 22 49 267 49 29 18 32 21 23 35 92 15 39 35 18 41 251 228
internal_value=0 0.000146791 0.000374301 -0.000155967 -0.000722717 -0.000352444 -0.000694396 -0.00101678 0.00369407 0.000936591 0.00123444 0.000888292 0.00242504 -0.000799828 -7.21188e-05 -0.0016431 0.0016266 0.0009285 -0.000486353 -0.00416283 0.00281916 -0.000338198 0.000452463
internal_weight=0 8218.11 6587.78 3397.95 2237.35 2061.2 1900.59 1753.65 160.61 1160.6 1106.05 1055.72 552.637 503.083 444.528 288.028 487.785 436.211 307.894 110.275 156.5 1302.01 921.672
internal_count=4780 4028 3186 1714 1235 1119 1048 999 71 479 450 432 209 223 191 127 188 173 134 53 64 732 481
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=24
num_cat=0
split_feature=46 84 0 43 21 131 106 94 25 65 107 36 8 34 45 79 98 79 18 53 15 28 76
split_gain=0.511933 0.818392 0.789479 0.884078 1.6677 1.18941 0.9126 0.871416 0.950265 0.862227 0.857267 0.779637 0.808099 0.98999 0.951169 1.65769 0.738937 0.738605 0.941513 0.789241 0.901192 1.01277 1.02306
threshold=0.00064626874518580746 0.00017767510871635753 0.0026833302108570938 0.00046126570669002836 0.000490355829242617 0.0005893622583243997 0.004017772153019906 0.028884131461381916 0.0032328735105693345 0.0014881226234138014 0.0021592099219560628 0.0013986918493174019 0.017724351026117805 0.0041444667149335155 0.0045489775948226461 0.00082683752407319855 0.0072436286136507997 0.0014881226234138014 0.0066005610860884198 0.040252277627587325 0.044033329933881767 0.001792412775103003 0.00044738779251929378
decision_type=2 2 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 17 7 5 6 10 -4 -9 -7 -5 12 13 14 -1 16 -16 18 19 20 21 -2 -23
right_child=2 -3 3 4 -6 9 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0017119478415031381 0.0011710569039609269 -0.0004256672560936218 -0.0010140316867807361 -0.0068717759075202223 0.00032785510281400253 0.0038544823677254254 0.0046997536846852643 -0.00051001700123528247 0.0068654100307470132 0.010889435258640758 0.002998400129897035 -0.001968222455641482 0.0073152731689689419 -0.00046489219760577501 -0.0014609795957303102 0.013526128089392429 0.0069923150969782482 -0.0019469831472500526 -0.0038538883153590563 -0.0029505745573968419 -0.0039047720603675798 -0.003558159664093417 0.0039941214736010618
leaf_weight=390.08358597755432 1433.7657791376114 852.61278569698334 1562.3038971424103 49.289988875389099 2375.9380507469177 100.71810305118561 88.681169748306274 101.01087510585785 76.937008500099182 76.741827130317688 39.73274827003479 130.58087587356567 70.201027989387512 321.21999502182007 53.20470929145813 52.911937236785889 50.285858511924744 957.95757651329041 170.50880551338196 202.26572692394257 117.06011950969696 230.30310928821564 55.684401988983154
leaf_count=166 589 449 960 29 1103 38 29 50 32 24 14 78 25 142 28 16 16 569 100 110 62 129 22
internal_value=0 0.000729605 -0.000183488 0.000244338 0.000805557 0.00400124 0.00110974 -0.000636424 0.0026788 0.00689672 -0.00246651 0.00165147 0.00215542 0.00173797 0.00303279 0.00632712 0.00264646 -0.000787413 -0.000284686 1.37725e-05 0.0003402 0.000629146 -0.00208766
internal_weight=0 1921.1 7638.9 4471.35 2731.1 355.164 177.704 1740.25 177.948 177.46 89.0227 1068.49 937.907 867.706 546.486 156.403 103.491 3167.55 2209.59 2039.08 1836.81 1719.75 285.988
internal_count=4780 920 3860 2279 1237 134 72 1042 82 62 43 471 393 368 226 60 44 1581 1012 912 802 740 151
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=24
num_cat=0
split_feature=97 59 60 102 91 53 10 99 23 7 20 82 140 103 71 13 37 76 50 144 133 29 106
split_gain=0.467971 0.489844 0.684634 0.782185 0.871093 0.605278 0.90629 0.983011 1.21763 1.0339 0.847923 0.947377 1.19395 1.04321 0.765681 0.751416 1.09 0.99797 0.839019 0.95537 0.785695 0.745009 0.756542
threshold=0.04273676127195359 0.01884530205279589 0.025578102096915249 0.00062670491752214741 0.00040826165059115743 0.0048403022810816774 0.004017772153019906 0.00073092587990686308 0.011169348377734424 0.00017767510871635753 0.0058306583669036635 0.0013986918493174019 0.0079489401541650313 0.016164712607860569 0.0033348383149132137 0.00037263428384903824 0.0037758676335215573 0.00044738779251929378 0.0033348383149132137 0.0023699469165876512 0.0079489401541650313 0.021960759535431865 0.024810968898236755
decision_type=2 2 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 8 -7 -10 11 12 13 -1 -9 -8 17 -17 20 -20 -19 22 -13
right_child=-2 2 -4 -5 -6 6 15 14 9 -11 -12 21 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24
leaf_value=1.3937988837862877e-05 -0.0026683511006267945 -0.0061165788052464226 0.0034616779689879383 -0.0026301369073192305 0.0022222100242467479 -0.0053348141109914281 -0.00023095208911680251 -0.0016028244416084318 -0.0027243293656875902 0.0067983142488553311 -0.0021605948784082754 0.00078850194690794771 -0.0032574594338175412 -0.0081570000929255589 0.002999469309661214 -0.00060543168327340533 -0.0057074267565898895 -0.0011013976281521883 0.0027236004779685771 0.010851427608791393 0.0079847373471025936 0.0050117238929115971 -0.0039323200066882094
leaf_weight=1709.4131010770798 161.53710901737213 37.399441599845886 74.408520460128784 525.14476358890533 192.61089563369751 98.677568435668945 2335.6485909223557 101.40123784542084 54.590941667556763 59.647917747497559 505.83510100841522 1817.89411008358 382.23418235778809 39.976724982261658 830.9609466791153 139.89413976669312 41.460548043251038 84.014556407928467 66.335102915763855 79.46549654006958 33.191949129104614 99.234279990196228 89.022737145423889
leaf_count=962 109 26 36 320 91 62 1120 66 31 23 282 780 221 24 315 83 31 53 28 28 15 31 43
internal_value=0 4.58626e-05 -0.00111427 -0.00156516 0.000866332 0.000158176 0.00061524 0.00179892 -0.00126644 0.00224776 -0.000228184 8.04907e-06 -0.000725914 -0.000172783 0.00249894 0.000127599 0.00201221 0.0028066 0.00462147 0.0071535 0.00147172 0.000787918 0.000568115
internal_weight=0 9398.46 829.564 755.155 230.01 8568.9 3925.29 1145.28 212.916 114.239 4643.61 4137.78 2131.62 1749.39 932.362 2780.01 444.362 402.901 263.007 145.801 117.207 2006.15 1906.92
internal_count=4780 4671 473 437 117 4198 1855 497 116 54 2343 2061 1207 986 381 1358 238 207 124 56 68 854 823
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=24
num_cat=0
split_feature=46 93 109 91 121 103 71 51 23 102 1 72 143 72 123 70 80 44 60 100 133 104 93
split_gain=0.470571 1.06272 1.07994 1.09108 0.684107 0.819896 0.738484 0.710937 0.84397 0.721389 0.690259 1.22366 0.865315 0.730307 0.738231 1.1287 0.780593 0.717324 0.709703 0.687747 1.41047 0.943583 0.93172
threshold=0.015200819820165636 0.016668972559273246 0.029773407615721229 0.0095705352723598498 0.0053125319536775359 0.00073092587990686308 0.037906534969806678 0.0005375427135732026 0.0044099434744566688 0.0010918468469753864 0.0063990866765379914 0.0028552538715302949 0.0038949446752667431 0.0014881226234138014 0.0019672545604407792 0.034632634371519096 0.00075379351619631063 0.04673989117145539 0.00062670491752214741 0.00017767510871635753 0.0054799309000372895 0.0070226341485977182 0.00040826165059115743
decision_type=2 2 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 10 -6 7 -7 -9 -10 12 18 13 14 15 19 -16 -15 -12 20 -1 -21 -23
right_child=1 -3 -4 -5 5 6 -8 8 9 -11 11 -13 -14 17 16 -17 -18 -19 -20 21 -22 22 -24
leaf_value=-0.00096282958564560786 0.00024266224788975258 -0.00458049455014292 -0.0047242743533668164 -0.0066912193374910741 0.0017292679612842432 -0.0063281178057260678 0.0012989364155581884 -0.0054480993951061488 0.0037387938018160782 -0.0015383790055345343 -0.0022170279460466029 8.6881039637923352e-05 0.00067420649554178242 -0.0017408947972371133 0.0001099990765446616 0.0072568775787181308 0.0094780573368057862 0.0057191074733083311 -0.0074708938776023755 -0.0035896011887563417 0.0067740210761980772 0.004563376246088993 -0.002422432727681988
leaf_weight=192.85487234592438 1615.7636761665344 161.09795093536377 130.43448984622955 58.798434138298035 1288.9322167634964 70.493800044059753 377.21713185310364 77.132189869880676 104.58402812480927 170.0696474313736 171.6998565196991 431.32898986339569 2775.5677843093872 1104.8316735029221 45.277677774429321 49.046012163162231 43.696264028549194 33.191949129104614 102.7386748790741 279.34912145137787 84.815244674682617 92.791071534156799 98.287205696105957
leaf_count=101 837 91 72 42 465 37 123 40 35 82 95 242 1445 669 26 19 15 15 67 148 32 36 46
internal_value=0 -0.00068942 -0.000342137 -8.0521e-07 0.000178494 0.00094902 -0.000308881 -0.00174512 -0.000826745 0.00047109 -0.000113795 -0.0015738 0.00010089 -0.00068526 0.000391038 -9.11137e-05 0.00471077 -0.00152331 -0.00418386 -0.000572855 0.00140042 -0.00173758 0.000970003
internal_weight=0 1966.09 1805 1674.56 7593.91 2088.43 799.497 422.28 351.786 274.654 5505.48 705.768 4799.71 2024.14 886.117 797.144 88.9739 1138.02 274.439 748.098 277.67 470.427 191.078
internal_count=4780 1042 951 879 3738 782 317 194 157 117 2956 404 2552 1107 423 382 41 684 162 363 133 230 82
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=24
num_cat=0
split_feature=19 7 79 36 46 93 78 142 109 91 80 27 122 107 51 44 0 96 28 47 14 80 81
split_gain=0.450541 0.61977 0.583254 0.468541 0.590726 1.04377 0.826478 0.684792 0.887347 0.857127 0.716843 0.891067 0.790139 0.657291 0.73708 0.576362 1.17178 1.01797 0.718817 1.0174 0.949586 0.906082 1.27058
threshold=0.086341444402933135 0.001792412775103003 0.00055427959887310873 0.013439828064292671 0.015200819820165636 0.016668972559273246 0.0011980500421486797 0.027182282879948619 0.029773407615721229 0.0095705352723598498 0.0062037324532866487 0.0041444667149335155 0.00090704852482303988 0.0058306583669036635 0.00096484774257987748 0.019431582652032379 0.0023699469165876512 0.00080172589514404546 0.00039601318712811922 0.0084566329605877417 0.0011980500421486797 0.0010585968848317864 0.0013146653072908523
decision_type=2 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 15 7 -7 8 9 10 12 13 -6 14 -12 18 17 -17 19 -1 -20 -22 -23
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 20 -21 21 22 -24
leaf_value=0.0016277476006057137 -0.00010429161049538268 0.0016476024555185317 -0.0064791125126748257 -0.0018561635165924952 0.00052534572090999607 -0.0092018923687018587 -0.0016976217720115401 -0.0039805512716314419 -0.0043117324419852448 -0.0060130903763761815 0.004402985705761051 0.0055899592782867004 -0.0029764877416750568 0.0044717365156199578 -0.0038651000921403091 0.0043054275714788683 0.0027759469547420333 -0.0025337758257797313 -0.0014348909856918173 -0.00028139926664164517 -0.00091768592313612365 0.0065703845327249408 0.00069029556353925763
leaf_weight=1511.7274898290634 58.310480713844299 70.493800044059753 93.279024958610535 310.69571733474731 877.43854522705078 59.989485144615173 94.470075964927673 118.78791928291321 113.09660375118256 52.111248970031738 37.106669545173645 139.25980031490326 197.30634152889252 66.286307573318481 98.531182408332825 70.201027989387512 606.0364180803299 241.85208916664124 1244.960920214653 1296.1650204658508 908.22842955589294 99.527052044868469 1194.1383129358292
leaf_count=663 22 37 56 195 444 37 51 79 61 37 14 57 122 26 56 25 245 118 654 600 522 43 616
internal_value=0 -0.00222575 -0.00402697 5.29348e-05 0.000118641 -0.000676843 -0.00461215 -0.000319271 -4.42052e-05 0.000284562 0.000516338 0.00251307 -0.000117536 0.000391049 -0.00160319 0.000324297 0.00149416 -0.000995194 0.000152581 0.000746457 -0.000331204 0.000292826 0.00114268
internal_weight=0 222.083 151.59 9337.92 9027.22 1854.38 154.46 1699.92 1581.14 1468.04 1415.93 341.184 1074.74 201.924 135.638 7172.84 918.09 312.053 6254.75 2807.89 3446.85 2201.89 1293.67
internal_count=4780 115 78 4665 4470 984 88 896 817 756 719 153 566 96 70 3486 388 143 3098 1263 1835 1181 659
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=24
num_cat=0
split_feature=18 95 63 100 118 108 77 46 38 95 22 8 75 108 0 60 112 47 79 82 23 99 67
split_gain=0.466439 0.461208 0.64805 0.582584 0.581572 0.509727 0.65849 0.568233 0.687255 0.760032 0.718139 0.761544 0.938267 0.660727 0.640158 0.789146 1.15116 0.782113 1.09228 1.07808 1.03833 0.927218 1.02504
threshold=0.13848232477903369 0.034632634371519096 0.0021592099219560628 0.0013986918493174019 0.0038949446752667431 0.079227816313505187 0.00068727668258361529 0.00064626874518580746 0.0045489775948226461 0.0031340263085439806 0.00052132029668428015 0.0095705352723598498 0.0010918468469753864 0.015200819820165636 0.0030382014811038975 0.00017767510871635753 0.00244467705488205 0.040252277627587325 0.0014881226234138014 0.0049928687512874612 0.094028618186712279 0.0016846025246195497 0.000490355829242617
decision_type=2 2 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 7 -7 8 9 10 11 -1 -13 -11 17 16 -16 18 19 21 -19 -9 -23
right_child=-2 2 -4 -5 -6 6 -8 14 -10 13 -12 12 -14 -15 15 -17 -18 20 -20 -21 -22 22 -24
leaf_value=0.00044885658497875963 -0.0033731062993711033 0.0011261960232271503 0.0008701169883874358 -0.0058508392509737739 -0.006055982234705732 0.00046834943866599384 -0.0056983941707194298 -0.0014243270487979947 -0.004108943431171414 0.0018604780298682431 -0.0052240418803124787 0.0079446649488448175 0.00055124732071320311 0.0070347063371863743 -3.068309920993665e-05 0.00088806287006749647 -0.0043535938739664125 -0.0052428113878712516 -0.001707216330026485 0.0027785916705319845 0.0038625493751019372 0.001500094386538472 -0.0056003761724918288
leaf_weight=1158.2914525270462 101.40123784542084 95.563536286354065 160.65879285335541 113.24298977851868 39.976724982261658 87.68530011177063 85.498379468917847 804.75782454013824 63.953000903129578 189.83843088150024 49.485170245170593 80.656547546386719 91.697611212730408 91.404839158058167 1180.7639425992966 2647.9257220029831 177.09839999675751 167.78513610363007 993.77560436725616 365.22899389266968 38.492901921272278 720.1288914680481 54.68853235244751
leaf_count=546 66 42 73 67 24 42 60 425 38 85 37 23 45 33 606 1326 101 96 584 116 17 293 35
internal_value=0 3.61615e-05 -0.00160523 -0.00320376 -0.000992141 0.000110429 -0.00257609 0.000162847 0.000977292 0.00117308 0.00069032 0.000910268 0.00401114 0.00354212 -3.36649e-05 0.000385512 -0.000594496 -0.000567595 -0.000358684 0.000330403 -0.00354369 -0.000235667 0.000998926
internal_weight=0 9458.6 409.442 248.783 135.54 9049.16 173.184 8875.97 1725.33 1661.37 1380.13 1330.65 172.354 281.243 7150.65 4005.79 1357.86 3144.86 2938.58 1944.8 206.278 1579.58 774.817
internal_count=4780 4714 206 133 66 4508 102 4406 807 769 651 614 68 118 3599 2033 707 1566 1453 869 113 753 328
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=24
num_cat=0
split_feature=59 80 0 56 97 76 62 88 37 80 0 146 10 115 65 68 44 43 128 21 10 73 147
split_gain=0.421436 0.657827 1.14349 0.919022 0.866791 1.03946 1.34 1.16665 1.12563 1.05495 0.820599 0.897679 0.835223 1.05339 0.68986 0.737533 0.696461 0.658832 0.718683 1.16377 0.631993 0.624132 0.620927
threshold=0.013032016810029747 0.0032328735105693345 0.0034400182776153092 0.0014427106943912806 0.0010918468469753864 0.000490355829242617 0.0005893622583243997 0.00093549740267917525 0.00017767510871635753 0.0072436286136507997 0.013439828064292671 0.0032328735105693345 0.012252715881913902 0.0063990866765379914 0.00068727668258361529 0.0017376682371832433 0.024810968898236755 0.00017767510871635753 0.00017767510871635753 0.00087947337306104611 0.0020292587578296666 0.0023699469165876512 0.0092791137285530585
decision_type=2 2 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 10 5 7 -7 21 -9 -8 11 -4 13 -13 -1 17 22 -16 -19 20 -20 -3 -17
right_child=-2 2 3 -5 -6 6 9 8 -10 -11 -12 12 -14 -15 15 16 -18 18 19 -21 -22 -23 -24
leaf_value=0.00022182588351309608 -0.00082155075879170004 -0.0013436922437073419 -0.00048116237829558576 -0.0026559341217937287 -0.0031941054908911459 0.0047101209575988543 0.0019242791079225414 0.0069365411857948813 -0.00059090730090637501 -0.0061011029651116778 -0.00021099972288913258 0.0037188996025182804 0.00025080823365926125 0.0091123528829321048 -0.00091745750824587323 -0.0030533642675389175 0.0019918698058788288 -0.0029932587864563813 0.0036736162682813123 -0.00075197488742707191 0.010688821990961779 -0.0070900406618100266 -0.00042739925285463726
leaf_weight=3907.1504217386246 1341.8907260894775 516.3105833530426 127.56443440914154 93.279024958610535 195.96890449523926 251.81965529918671 113.99488270282745 84.912835359573364 119.63740289211273 63.904205560684204 209.99757707118988 376.41644358634949 112.90142238140106 119.19824481010437 458.61447930335999 670.75018167495728 111.51519000530243 55.733197331428528 84.912835359573364 101.05967044830322 51.623295545578003 52.013658285140991 338.83069038391113
leaf_count=1865 752 227 62 56 121 96 44 36 60 36 104 144 53 42 284 368 50 24 36 52 17 33 218
internal_value=0 0.000134147 0.00082296 0.00207909 -0.000110547 0.000391935 0.00236334 -0.00070417 0.00253388 -0.000958567 0.00254594 0.00333247 0.00413193 0.00501606 -0.000156375 -0.0009453 -0.00175787 0.000266179 0.00211677 0.00331544 0.00632601 -0.0018696 -0.00217205
internal_weight=0 8218.11 2437.92 1039.36 1398.56 1202.59 429.719 772.874 204.55 177.899 946.078 736.081 608.516 495.615 5780.19 1873.04 1121.1 751.943 293.329 237.596 136.536 568.324 1009.58
internal_count=4780 4028 1114 461 653 532 176 356 96 80 405 301 239 186 2914 1049 636 413 129 105 53 260 586
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=24
num_cat=0
split_feature=53 102 100 82 102 71 134 93 149 54 77 117 123 46 43 81 94 109 29 125 29 106 46
split_gain=0.422276 1.07479 1.72114 1.41829 0.758034 0.932014 0.744156 0.89724 0.731102 0.664961 0.652865 0.592892 0.777681 0.968441 0.64221 0.873858 0.594323 0.593905 0.804518 0.61008 0.578006 0.738188 0.787529
threshold=0.040252277627587325 0.00073092587990686308 0.00244467705488205 0.00040826165059115743 0.013439828064292671 0.10522961243987085 0.00038414125447161501 0.00096484774257987748 0.0041444667149335155 0.0014881226234138014 0.00057154725072905432 0.034632634371519096 0.00043393640953581786 0.0062037324532866487 0.0022975050378590827 0.0015833032084628942 0.00043393640953581786 0.016668972559273246 0.0023699469165876512 0.0013986918493174019 0.010180860292166473 0.000490355829242617 0.0016846025246195497
decision_type=2 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 9 5 6 8 -8 -3 -2 -6 20 13 16 15 -15 -13 18 -18 -20 -1 22 -22
right_child=1 4 -4 -5 10 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 19 -21 21 -23 -24
leaf_value=-0.00031746933277414973 0.0068805258665009493 -0.0041426021077380689 0.0073519786265058302 -0.0083870071747367634 0.0046567150120106551 0.003784373884837218 -0.0071751768674698712 0.0021308944745673966 -0.010339071454010154 -0.0023260305528719602 -0.0033698652486502997 -0.0026886319760115376 0.0027992373419916737 -2.5955687451205463e-05 1.9013183647175852e-05 -0.0087064485554020198 0.0053030237035871638 0.006955148949745792 0.0019026579291685185 -0.0040865621386503024 0.0015644831891679621 0.00089962970999261016 -0.0066786028194865572
leaf_weight=5746.2061941623688 39.830338954925537 145.3414785861969 83.429012298583984 50.627425909042358 59.647917747497559 38.346515893936157 40.123111009597778 73.071083426475525 70.786572098731995 38.639287948608398 44.037831425666809 66.335102915763855 442.6539558172226 50.481039881706238 136.43854022026062 68.111698031425476 91.307248473167419 60.936559438705444 107.25890219211578 70.44500470161438 50.481039881706238 1917.4499946832657 68.014107346534729
leaf_count=3028 18 91 29 30 23 11 30 35 49 23 29 28 168 24 49 47 29 22 37 35 24 878 43
internal_value=0 -0.00119718 0.00175476 -0.00186244 -0.00252817 -0.00359298 -0.004452 -0.00116776 -0.00617208 0.00234712 0.00124763 9.22397e-05 0.00118216 8.31375e-05 -0.00232021 -0.00501145 0.00162984 0.00249805 0.00148843 -0.000471576 -6.09744e-05 0.000662951 -0.0031669
internal_weight=0 683.881 212.526 129.097 471.355 367.669 329.322 113.194 216.128 78.4696 103.686 8876.12 1093.97 651.314 255.031 118.593 396.283 329.948 269.011 177.704 7782.15 2035.95 118.495
internal_count=4780 368 100 71 268 216 205 65 140 41 52 4412 439 271 120 71 151 123 101 72 3973 945 67
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=24
num_cat=0
split_feature=129 19 122 39 10 82 59 15 104 17 133 33 68 68 109 51 140 123 50 34 136 93 142
split_gain=0.430485 0.43964 0.524976 0.421939 0.53535 0.878799 0.784735 0.772883 0.745272 0.733502 0.733689 0.716599 0.687012 0.785984 0.715829 0.808198 0.677864 0.721715 0.785907 0.697173 0.650752 0.815937 0.704255
threshold=0.059226244688034065 0.086341444402933135 0.00090704852482303988 0.028884131461381916 0.00899649551138282 0.00096484774257987748 0.013032016810029747 0.019431582652032379 0.0070226341485977182 0.0058306583669036635 0.010829726699739696 0.0013146653072908523 0.00082683752407319855 0.0045489775948226461 0.0066005610860884198 0.00080172589514404546 0.076978169381618514 0.0036604277556762104 0.037906534969806678 0.0012745757703669371 0.0054799309000372895 0.0028552538715302949 0.013439828064292671
decision_type=2 2 2 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 20 -7 9 -6 -11 -9 -10 -14 16 -16 17 18 19 -15 21 22 -1
right_child=-2 2 -4 -5 8 7 -8 11 12 10 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00023534435654065761 -0.0021006553399073842 -0.0033492241426898205 0.0027605952987030933 -0.0017535075743514003 -0.0024490962155824286 0.00070407406964369831 -0.0023958102838300133 -0.0023178179855234435 0.0065700059237504011 -0.001650737571956544 0.0076229439776343347 0.0042216151089338816 -0.0028656888443985189 -0.0056827108706854913 -0.0026511924614095587 0.00033459156516720001 0.0072975823232058453 0.0067403659555680014 0.0067630797559755877 0.00064676646147167165 0.0046893505888334595 -0.0016793320505697571 0.0044354109817602363
leaf_weight=1394.0507704019547 237.81981527805328 178.28945100307465 43.793854713439941 294.79285895824432 603.07764172554016 3200.9637051820755 373.45766723155975 49.241193532943726 39.830338954925537 47.903756499290466 38.444106578826904 280.7065212726593 222.32728242874146 49.338784217834473 299.41067695617676 932.53740310668945 50.285858511924744 53.058323264122009 46.322342753410339 367.98149585723877 74.164543747901917 574.69869196414948 107.50287890434265
leaf_count=791 168 96 19 189 339 1390 238 27 18 26 15 96 125 31 163 442 16 22 15 175 26 306 47
internal_value=0 5.35902e-05 -0.00214439 0.000107231 0.000169527 0.000432296 -0.000280188 0.000941575 -0.000408914 -0.00183198 0.00247812 0.00324567 6.70945e-05 -6.10497e-05 0.000285571 -0.000391069 0.00175577 0.00121644 0.00058429 -0.000101553 8.72273e-05 -7.71623e-05 0.000536046
internal_weight=0 9322.18 222.083 9100.1 8805.3 6054.79 2523.87 3530.91 2750.52 689.426 86.3479 329.948 2061.09 2021.26 1798.93 1231.95 566.987 516.701 463.643 417.32 2150.42 2076.25 1501.55
internal_count=4780 4612 115 4497 4308 2921 1408 1513 1387 380 41 123 1007 989 864 605 259 243 221 206 1170 1144 838
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=24
num_cat=0
split_feature=133 95 146 19 132 8 9 58 115 101 22 60 108 25 11 142 8 128 66 144 85 99 82
split_gain=0.40527 0.691119 0.542181 0.772389 0.905308 0.877362 0.836729 1.0545 0.786546 0.72705 0.824629 0.711506 0.697297 0.669171 0.665859 0.682061 0.656408 0.651992 0.648282 0.618293 0.698002 0.576947 0.795434
threshold=0.044033329933881767 0.0042751494329422721 0.013439828064292671 0.011880517937242987 0.00070876078098081063 0.017724351026117805 0.0011261500185355546 0.0053125319536775359 0.00044738779251929378 0.010829726699739696 0.0015833032084628942 0.0070226341485977182 0.007706565549597145 0.00017767510871635753 0.0046923852059990176 0.0049928687512874612 0.0044099434744566688 0.00039601318712811922 0.0060143163427710542 0.00096484774257987748 0.00046126570669002836 0.0019672545604407792 0.0010918468469753864
decision_type=2 2 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 5 12 14 -8 -7 10 18 -4 19 -12 -6 -16 -13 -14 -1 -5 -21 22 -11
right_child=1 -3 11 4 6 8 7 -9 -10 21 13 16 17 -15 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00015351500515632994 -0.0036075152641096122 0.0037281907793034873 0.00052185670578044983 -0.0050111291363786874 -0.0027735721897114217 0.0060820296849018515 -0.0010655181938514166 0.0085183406986585053 -0.0028997246380879009 -0.0028097523777914912 0.0016621408584213647 0.0075374524839092573 0.00087965915038287182 -0.0032026098722397591 0.0066749630169302748 -0.00078964352061826684 0.0013272364490143245 -0.0032333871030755836 -0.0037855040982772226 0.002836226869469704 -0.0039134137496414081 0.0025239877774080734 0.0016758813253716792
leaf_weight=4959.1677486896515 166.44769906997681 39.781543612480164 1348.6178368330002 330.0253427028656 162.77695536613464 59.550327062606812 50.676221251487732 66.188716888427734 41.265366673469543 155.79699814319611 88.973941802978516 72.827106714248657 217.48545050621033 343.98525714874268 49.094807505607605 81.242091655731201 102.34831213951111 172.98849821090698 106.7021906375885 63.70902419090271 96.0514897108078 513.99723947048187 270.29979705810547
leaf_count=2522 95 16 651 180 106 19 32 22 23 89 41 25 88 214 21 47 51 94 68 28 62 186 100
internal_value=0 -0.00219246 4.83387e-05 -0.000119593 -0.00118801 -0.00201258 0.000785167 0.00436249 0.00240566 0.000111227 -0.000108456 0.00091125 -0.0025186 -0.00220289 -0.000641116 0.0020221 0.00390906 -0.00094251 7.05476e-05 -0.00377511 -0.0012218 0.0013962 3.57651e-05
internal_weight=0 206.229 9353.77 7829.98 1391.05 981.075 409.979 116.865 100.816 6438.92 5498.83 1523.79 880.26 432.959 293.114 130.337 175.175 390.474 5065.87 489.786 159.761 940.094 426.097
internal_count=4780 111 4669 3942 722 494 228 54 42 3220 2845 727 452 255 174 68 76 182 2590 270 90 375 189
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=24
num_cat=0
split_feature=95 63 65 100 39 0 84 108 61 95 8 108 59 138 51 93 125 116 51 43 39 54 21
split_gain=0.405712 0.554698 0.510967 0.532738 0.483061 1.12664 0.589665 0.913992 0.917673 0.873201 0.718591 0.887335 0.878509 0.876171 0.78637 0.571944 0.672545 0.776355 0.790943 0.924207 1.13756 1.01756 1.15929
threshold=0.034632634371519096 0.0021592099219560628 0.0051502294372767219 0.0013986918493174019 0.00017767510871635753 0.055838862434029586 0.00017767510871635753 0.0060143163427710542 0.0027679565828293566 0.00039601318712811922 0.000490355829242617 0.0016846025246195497 0.0019672545604407792 0.00017767510871635753 0.0044099434744566688 0.18012819439172748 0.001792412775103003 0.00017767510871635753 0.0005375427135732026 0.024810968898236755 0.0021592099219560628 0.0031340263085439806 0.00099512818269431613
decision_type=2 2 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 7 -1 9 -9 11 -8 -12 -13 -14 16 -6 -18 -19 20 21 -20 -23
right_child=1 -3 -4 -5 15 -7 10 8 -10 -11 12 13 14 -15 -16 -17 17 18 19 -21 -22 22 -24
leaf_value=0.0007790505944655588 0.00030506985099561159 0.00073926888698409041 -0.0075565377207495845 -0.0048950386358650733 -0.00062507978784554278 -0.0065625366307578816 -0.0028978840187062738 0.00063850875243515908 -0.0006055403201185017 0.0072169160131156443 -0.0029803106395324313 0.0013390733298863731 -0.00060088935462165914 0.0082512612108316379 0.0061200594876734942 -0.0048956810080090889 -0.0027518876940170849 -0.001759980227711999 0.0035184859850378811 0.0047710142190260218 -9.4743912419158007e-05 -0.0029730838343933774 0.0020995879713212964
leaf_weight=1011.0757881402969 116.81614279747009 163.33366692066193 49.485170245170593 85.156812071800232 3184.6882236003876 52.013658285140991 73.363855481147766 70.493800044059753 87.68530011177063 177.36233949661255 309.81740117073059 148.67065489292145 172.45174944400787 66.286307573318481 58.212890028953552 62.566768527030945 189.13533329963684 338.24514627456665 516.21299266815186 138.96702826023102 1989.2501759529114 171.84624254703522 326.86251521110535
leaf_count=432 52 75 37 46 1584 33 47 37 42 58 159 66 72 26 18 35 110 194 223 45 1130 101 158
internal_value=0 -0.00152944 -0.00300307 -0.00188742 6.93694e-05 0.000709775 0.000883654 0.00152946 0.00379066 0.00534592 -0.000165641 0.00185011 -0.00124095 0.00347059 0.00109528 -0.000136833 -9.33994e-05 0.000367908 0.000537399 0.000784628 0.000600226 0.00196237 0.000351635
internal_weight=0 414.792 251.458 201.973 9145.21 2227.43 2175.42 1346.62 335.541 247.856 828.803 288.321 540.482 214.957 230.665 6917.77 6855.21 3670.52 3481.38 3143.14 3004.17 1014.92 498.709
internal_count=4780 210 135 98 4570 990 957 569 137 95 388 139 249 92 90 3580 3545 1961 1851 1657 1612 482 259
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=24
num_cat=0
split_feature=97 112 106 11 121 113 121 20 53 108 37 18 133 5 28 40 61 54 121 35 97 59 110
split_gain=0.376765 0.452177 0.934106 0.750499 1.05203 0.841581 0.90147 0.763416 0.915224 0.670982 0.650985 1.25265 0.646263 0.597513 0.574029 0.877146 0.651267 0.568297 0.713235 0.753224 0.822147 0.712478 0.670845
threshold=0.04273676127195359 0.00244467705488205 0.00064626874518580746 0.0062037324532866487 0.00055427959887310873 0.013439828064292671 0.0063990866765379914 0.0042751494329422721 0.00050559637020342063 0.0019672545604407792 0.00099512818269431613 0.00043393640953581786 0.0095705352723598498 0.00096484774257987748 0.00039601318712811922 0.0017376682371832433 0.0016846025246195497 0.00073092587990686308 0.00017767510871635753 0.0095705352723598498 0.000490355829242617 0.01884530205279589 0.0021592099219560628
decision_type=2 2 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 5 -5 6 7 8 -4 -10 11 -8 -9 -3 16 -16 -6 18 -1 20 -20 -19 -23
right_child=-2 2 3 4 14 -7 10 12 9 -11 -12 -13 -14 -15 15 -17 -18 21 19 -21 -22 22 -24
leaf_value=-4.4857301013328908e-05 -0.0023942450301483774 -0.0093077777073956782 0.005434503067688768 0.0069147940758746088 -0.0020031715217070354 -0.0054198055569429464 0.002432980730222141 -0.0024019424585679768 0.0012001353153208152 -0.0042295067059581496 0.0062469001771191255 -0.0069896240309871155 0.0052653917770672069 -0.00067696458273929947 0.0029076623265948042 -0.0040872479964766647 0.0053836390137398504 0.00012135383780257253 0.0017288919107184691 0.0045117234236778294 -0.0035179704574016032 -0.00073116841451151488 -0.0047129363137997701
leaf_weight=938.69670927524567 161.53710901737213 50.773811936378479 31.854512095451355 70.298618674278259 46.46872878074646 106.26303255558014 160.21963477134705 49.192398190498352 67.818925976753235 353.39611172676086 60.838968753814697 45.228882431983948 62.273996472358704 33.143153786659241 70.249823331832886 123.79610002040863 83.380216956138611 5520.3656470775604 676.84295296669006 213.3755487203598 83.91696572303772 407.15753257274628 142.91058123111725
leaf_count=533 109 36 14 29 21 50 55 25 35 223 18 24 23 13 27 69 27 2759 241 81 49 220 99
internal_value=0 4.11513e-05 -0.000782565 -0.00046005 0.00137035 -0.00123002 -0.000694146 -0.0018253 -0.0027373 -0.00335529 0.00170392 0.000358622 0.00188164 -0.00589902 0.000166973 -0.0015549 0.00274014 0.000187172 0.000938689 0.00188645 0.00115013 -4.96359e-05 -0.00176565
internal_weight=0 9398.46 1415.2 1331.28 394.193 937.086 830.823 564.536 453.07 421.215 266.287 205.449 111.466 83.917 323.895 194.046 129.849 7983.27 1912.83 974.135 760.76 6070.43 550.068
internal_count=4780 4671 689 640 173 467 417 320 272 258 97 79 48 49 144 96 48 3982 904 371 290 3078 319
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=24
num_cat=0
split_feature=18 53 12 108 43 136 20 42 70 117 2 88 112 11 82 58 52 106 104 128 19 29 91
split_gain=0.394751 0.406253 0.758805 0.671116 0.613827 0.616511 0.632246 0.73562 0.551468 0.524636 0.668792 0.729453 0.678102 0.828613 0.812062 0.70366 0.673763 0.528543 0.497549 0.566764 0.634725 0.484967 0.724573
threshold=0.13848232477903369 0.040252277627587325 0.0033348383149132137 0.0044099434744566688 0.0081988852471113222 0.0044099434744566688 0.0058306583669036635 0.00047558375808876013 0.00073092587990686308 0.034632634371519096 0.00047558375808876013 0.00064626874518580746 0.00046126570669002836 0.0016846025246195497 0.00055427959887310873 0.0062037324532866487 0.0053125319536775359 0.0026012937305495147 0.0079489401541650313 0.00070876078098081063 0.00060774214216507982 0.010180860292166473 0.0011261500185355546
decision_type=2 2 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 5 6 7 -3 -6 21 12 -12 14 15 17 -14 -15 -11 -9 -20 -21 -1 -23
right_child=-2 2 3 -5 8 -7 -8 18 -10 10 11 -13 13 16 -16 -17 -18 -19 19 20 -22 22 -24
leaf_value=-0.0002571901086814849 -0.0031030901073602775 0.0029766616781422275 0.0081183408221798294 -0.00054559752867217547 0.0042504450409307322 0.0029541348620295161 0.001630768640824601 -0.0073516258909539188 -0.0026565391171256263 0.00049710353223399021 0.0064258815638543899 0.00017168062810908981 -0.0094668840953305196 0.0019852461775079146 0.0029039442683237186 -0.00049516922552349642 -0.0030259803174671994 -0.0066231799442274687 -0.0052426280110811872 0.005002149034660279 -0.0039013876639039224 -0.0005585664678761659 0.0013883680309055486
leaf_weight=5672.7447479963303 101.40123784542084 34.578181505203247 38.492901921272278 53.302299976348877 70.152232646942139 45.033701062202454 58.505662083625793 114.72681283950806 49.143602848052979 79.660677909851074 112.41346895694733 79.660677909851074 46.712705492973328 194.79781627655029 384.00190770626068 41.070185303688049 102.29951679706573 38.736878633499146 137.41444706916809 35.818027853965759 45.375268459320068 773.46002399921417 1250.4969799518585
leaf_count=2977 66 18 17 32 23 16 30 74 23 36 33 36 31 73 132 15 49 27 89 15 30 380 558
internal_value=0 3.32668e-05 -0.00114174 0.00308749 -0.00179891 -0.00260966 -0.00319724 -0.003965 0.00140513 0.000124651 0.00115698 0.00383202 0.000577905 -0.00100134 0.00178774 -0.00526937 0.000259731 -0.00183248 -0.00468509 -0.00328567 2.63643e-05 -2.01194e-05 0.000644342
internal_weight=0 9458.6 682.543 91.7952 590.748 471.452 426.418 367.913 119.296 8776.06 1079.35 192.074 887.28 384.88 502.399 87.7829 297.097 118.398 333.335 218.608 81.1933 7696.7 2023.96
internal_count=4780 4714 367 49 318 272 256 226 46 4347 432 69 363 168 195 46 122 63 208 134 45 3915 938
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=24
num_cat=0
split_feature=1 117 82 35 5 21 58 11 4 43 50 97 83 24 87 91 51 135 4 110 75 95 31
split_gain=0.370566 0.671498 0.78918 0.822971 0.656419 0.693652 0.65363 0.638708 0.756171 0.840275 0.682988 0.567724 0.693356 0.653661 0.629925 1.12045 1.00683 0.760083 0.68373 0.860711 0.900867 0.860703 0.958455
threshold=0.0063990866765379914 0.022641776129603389 0.0087224207818508166 0.002945306478068233 0.0014881226234138014 0.0020292587578296666 0.029773407615721229 0.0026012937305495147 0.0021592099219560628 0.0038949446752667431 0.018276390619575981 0.0063990866765379914 0.0046923852059990176 0.0095705352723598498 0.0072436286136507997 0.0018488886416889729 0.0044099434744566688 0.0063990866765379914 0.001792412775103003 0.015675474889576439 0.0048403022810816774 0.0012745757703669371 0.00070876078098081063
decision_type=2 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 -5 -6 -4 -3 10 -10 -9 14 13 -13 17 -16 -17 18 -1 21 -21 -20 -23
right_child=1 7 6 4 5 -7 -8 8 9 -11 -12 12 -14 -15 15 16 -18 -19 19 20 -22 22 -24
leaf_value=0.00025306446656345915 -0.0025224238101619351 -0.0012224628622332101 -0.0096990309891172785 -0.00078873722205744 0.0055500339568945707 -0.0010305840374311953 -0.00082391569327371322 0.00059451507653291325 -0.0056429078225437345 0.0032770433548221243 0.0076325900751286098 -0.0003505349440273049 -0.0029001403809258424 0.0074282036269537445 -0.0029300075456992199 -0.0028084984654584565 0.0036586486601338421 -0.00094498267242538981 0.00032038204116352091 -0.0038152407014840893 0.0055331827906766867 0.003792547573118206 0.00047885736739569477
leaf_weight=4065.3095591068268 470.26104986667633 193.80194664001465 49.485170245170593 403.92594695091248 100.81569373607635 66.432693600654602 35.720437169075012 55.879583358764648 46.615114808082581 60.887764096260071 89.96981143951416 237.72222459316254 325.55391073226929 30.468279719352722 388.72618615627289 94.518871307373047 165.66697359085083 907.8779923915863 617.85820722579956 133.20695459842682 31.952102780342102 661.76961541175842 325.57387351989746
leaf_count=1997 277 86 37 249 42 32 11 30 27 20 28 164 212 11 218 53 63 400 299 78 18 269 159
internal_value=0 -0.000701245 -0.00135191 -0.00097339 0.000301965 0.00293615 -0.00597835 0.000938145 0.0025909 -0.000590802 0.00493608 0.00013819 -0.00134933 0.000533183 0.000257664 -0.00123023 0.0013093 0.00040084 0.000610215 0.00143035 -0.00200667 0.00178398 0.00269987
internal_weight=0 1573.8 1126.64 1041.44 571.174 167.248 85.2056 447.154 253.352 107.503 145.849 7986.2 593.744 268.191 7392.46 648.912 260.186 6743.55 5835.67 1770.36 165.159 1605.2 987.343
internal_count=4780 839 648 600 323 74 48 191 105 47 58 3941 387 175 3554 334 116 3220 2820 823 96 727 428
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=24
num_cat=0
split_feature=141 58 60 40 29 71 125 75 149 5 72 29 75 144 92 112 149 51 81 122 83 33 145
split_gain=0.380158 0.753688 0.841666 0.765982 0.702067 0.64352 0.64067 0.804326 0.980755 1.04988 0.81012 0.649781 1.05276 0.942171 1.06425 0.846978 0.909863 1.03907 0.759385 0.853044 0.73807 0.721066 0.659778
threshold=0.010829726699739696 0.0013560238294303419 0.00046126570669002836 0.0041444667149335155 0.018276390619575981 0.27827766537666326 0.001792412775103003 0.0005375427135732026 0.028020657598972324 0.014740333426743748 0.001792412775103003 0.011519505176693203 0.00017767510871635753 0.00039601318712811922 0.0020932231564074759 0.010829726699739696 0.028020657598972324 0.0015833032084628942 0.00899649551138282 0.00044738779251929378 0.010180860292166473 0.0032328735105693345 0.0062037324532866487
decision_type=2 2 2 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 -3 6 7 -1 9 -9 -10 15 22 14 -14 16 -8 -18 19 -15 -21 -16 -13
right_child=1 2 3 -5 -6 -7 11 8 10 -11 -12 12 13 18 21 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.00034744809749845813 0.0013429893849692496 -0.0022247950978244468 0.0012443340739807327 -0.0022937347687343513 -0.0076778565149351321 0.0022252146644204641 -2.66756411087647e-05 -0.0010798834338901773 -0.00033403852635998179 0.0028823651958963447 -0.006984078697686605 -0.0059124880169744197 0.0070834663831744436 -0.00013891076591451138 0.0040981392837502835 -0.0062755624396243067 -0.00085879303524690441 0.0063205446593865809 -0.0032800557989090848 0.0082960108388952306 0.0017120859977113785 -0.0027132367332523616 0.0015502098642199034
leaf_weight=1961.8693190813065 323.43574821949005 356.48131132125854 362.19258964061737 264.83249545097351 70.737776756286621 350.5659818649292 2448.5677528381348 1824.5790719985962 74.164543747901917 184.04952466487885 119.73499357700348 69.302749037742615 170.82154035568237 239.32360112667084 99.478256702423096 50.773811936378479 84.766449332237244 124.30401623249054 89.364304542541504 72.924697399139404 102.25072145462036 63.757819533348083 51.72088623046875
leaf_count=815 179 188 153 145 47 107 1389 1054 26 63 64 42 59 122 41 36 30 36 57 29 47 30 21
internal_value=0 -0.000768399 -0.00141616 -0.000250017 -0.0031277 0.000129378 3.55634e-05 -0.00038882 -0.00104464 -0.000716825 -0.00444051 0.000517464 0.00163597 0.00226558 0.00432469 0.000121444 0.000243658 0.00340972 0.000900406 0.0018017 0.00445294 0.00143771 -0.00272322
internal_weight=0 1377.68 1054.24 627.025 427.219 8182.32 7831.75 4164.4 2202.53 2008.63 193.9 3667.36 958.945 837.921 334.058 2708.41 2657.64 209.07 503.863 414.499 175.175 163.236 121.024
internal_count=4780 712 533 298 235 4068 3961 2022 1207 1117 90 1939 448 385 130 1491 1455 66 255 198 76 71 63
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=24
num_cat=0
split_feature=133 95 95 93 108 3 116 126 61 108 77 1 36 99 132 147 127 117 44 92 82 11 73
split_gain=0.369858 0.594329 0.414713 0.514442 0.572418 0.562277 0.429701 0.465226 0.469687 0.430757 0.514893 0.441545 0.81444 0.835856 0.719708 0.665791 0.666773 0.61836 0.89878 0.754183 0.733168 0.700224 0.64877
threshold=0.044033329933881767 0.0042751494329422721 0.034632634371519096 0.00040826165059115743 0.044033329933881767 0.00096484774257987748 0.036783467978239066 0.00075379351619631063 0.0062037324532866487 0.079227816313505187 0.00068727668258361529 0.0063990866765379914 0.013439828064292671 0.034632634371519096 0.0015349716995842757 0.0038949446752667431 0.00087947337306104611 0.022641776129603389 0.019431582652032379 0.011169348377734424 0.0087224207818508166 0.0026012937305495147 0.0014427106943912806
decision_type=2 2 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 -4 -5 9 8 -8 11 -11 12 13 -1 15 16 -15 20 19 -19 22 -21 -13
right_child=1 -3 3 5 -6 -7 7 -9 -10 10 -12 17 -14 14 -16 -17 -18 18 -20 21 -22 -23 -24
leaf_value=0.00032215311998171244 -0.003406712543036706 0.0033959475021521192 -0.0012267024892520175 -0.0042034789175752034 0.0052631353041411718 0.0017192921777267958 0.0024042117619874929 -0.0067056076456110201 -0.0037270742123845695 0.00034751119375272323 -0.0051499465547930508 -0.0025700978673504015 -0.0025219206467230349 0.003743668740378354 0.0075587980690880602 -0.0039793857768878598 -0.00095243105696369223 -0.0022746484643986903 0.0067476607182125076 -0.001456215745772966 -0.0059708365328084339 0.0051371765719093881 0.0001433775309339739
leaf_weight=6470.5536711215973 166.44769906997681 39.781543612480164 118.34876120090485 192.90366768836975 47.659779787063599 50.578630566596985 59.843099117279053 45.375268459320068 65.33923327922821 87.68530011177063 82.823505401611328 350.08689820766449 234.85216915607452 271.29566669464111 60.936559438705444 45.326473116874695 104.77920949459076 168.78100574016571 59.550327062606812 67.721335291862488 75.892343521118164 99.331870675086975 594.10594522953033
leaf_count=3171 95 16 61 103 16 28 31 30 41 42 58 195 154 87 22 28 43 83 19 31 43 35 348
internal_value=0 -0.00209448 4.61785e-05 -0.00150979 0.00063648 -0.00297314 0.000117415 -0.00236822 -0.000796028 0.000165734 -0.00232284 0.000215056 0.000374013 0.000471831 0.00247976 0.00174531 0.00243528 -0.000592129 0.00108648 8.26331e-05 -0.00124276 0.0024643 -0.000862722
internal_weight=0 206.229 9353.77 409.491 166.009 243.482 8944.28 170.558 125.182 8773.72 170.509 8603.21 7187.74 6952.89 482.338 421.401 376.075 1415.47 395.385 335.834 1020.09 167.053 944.193
internal_count=4780 111 4669 208 77 131 4461 102 72 4359 100 4259 3505 3351 180 158 130 754 168 149 586 66 543
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=24
num_cat=0
split_feature=46 68 107 113 72 52 140 43 109 102 107 108 11 18 124 11 15 72 35 72 83 141 1
split_gain=0.353901 0.604154 0.579268 0.934115 0.852401 0.741841 1.20714 0.774122 1.16274 1.23324 1.06878 0.733809 0.683236 1.05266 0.812616 1.49962 0.903653 0.718992 1.05041 0.747534 0.731861 0.726245 1.02365
threshold=0.00064626874518580746 0.099488973617553725 0.0021592099219560628 0.013439828064292671 0.0072436286136507997 0.0046923852059990176 0.076978169381618514 0.040252277627587325 0.0034400182776153092 0.00017767510871635753 0.00244467705488205 0.028884131461381916 0.0087224207818508166 0.0012357163941487672 0.002945306478068233 0.020658296532928947 0.007706565549597145 0.000490355829242617 0.00073092587990686308 0.0072436286136507997 0.036783467978239066 0.0026833302108570938 0.00046126570669002836
decision_type=2 2 2 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 8 9 -4 -10 12 13 17 15 -14 -17 18 20 21 -7 22 -19
right_child=1 -3 3 4 -6 11 -8 -9 10 -11 -12 -13 14 -15 -16 16 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00060662765856369554 -0.0006006586971392682 -0.0037362797394607456 -0.009689098762599796 -0.0029197281868323247 0.0031524083159103372 0.0045123049957981713 0.007665356932059459 0.0045053620012031155 0.0057296788417685908 -0.00080792536744537342 0.00086084432198056237 -0.0043725518004222837 0.0041367959077422394 -0.004024143812501167 -0.0029368780566636794 0.0022669287595852568 -0.0054062176060435249 0.0061423779229175211 -0.0092162906170913158 -0.0028923641300340423 -0.0040500694236704406 0.0025826301533365512 -0.0034210193765492284
leaf_weight=1921.1007755994797 3248.630131483078 115.82027316093445 45.277677774429321 356.98922753334045 68.961181640625 45.033701062202454 68.863590955734253 141.49551630020142 122.06830024719238 285.93871593475342 1470.8813184499741 101.25485181808472 327.27284073829651 198.39980185031891 90.750536918640137 71.636055707931519 82.628324031829834 35.720437169075012 48.001347184181213 119.68619823455811 55.977174043655396 408.46613705158234 129.14584815502167
leaf_count=920 1783 65 26 155 28 16 24 41 52 149 711 60 121 113 60 30 50 11 30 62 34 166 73
internal_value=0 -0.00015256 -9.73878e-05 0.000285104 -0.00193665 0.000531007 0.00115307 0.000935963 0.000673484 -0.00202199 0.00123394 -0.000243684 1.55479e-05 -0.00074772 0.00140318 0.00222111 -0.00184302 2.42733e-05 -0.00312659 0.000701769 -0.000232704 0.00145206 -0.00134898
internal_weight=0 7638.9 7523.08 4274.45 425.95 3848.5 2134.53 2065.66 1924.17 331.216 1592.95 1713.97 1612.72 1040.43 572.288 481.537 154.264 842.031 149.012 693.019 101.011 573.332 164.866
internal_count=4780 3860 3795 2012 183 1829 1003 979 938 175 763 826 766 505 261 201 80 392 80 312 50 250 84
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=24
num_cat=0
split_feature=18 112 115 76 121 71 101 106 148 45 98 45 128 115 67 96 118 87 109 104 132 42 119
split_gain=0.346487 0.382121 0.780965 0.943069 0.735857 0.905177 0.806161 0.698161 0.741561 0.619165 0.601863 0.757576 0.707154 0.634289 0.474544 0.832084 0.802172 0.781248 0.725468 0.713511 0.845972 0.738069 0.654426
threshold=0.13848232477903369 0.0038949446752667431 0.0063990866765379914 0.00093549740267917525 0.04273676127195359 0.030689206905663017 0.0035485138650983576 0.0022272822679951791 0.0070226341485977182 0.0066005610860884198 0.0037758676335215573 0.0066005610860884198 0.00017767510871635753 0.00044738779251929378 0.00017767510871635753 0.0012357163941487672 0.0054799309000372895 0.011519505176693203 0.02129978779703379 0.015200819820165636 0.00038414125447161501 0.0095705352723598498 0.00044738779251929378
decision_type=2 2 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 -4 5 7 9 -3 10 -7 11 13 -12 -9 22 17 19 -16 -18 21 -21 -17 -1
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 12 -13 -14 -15 15 16 18 -19 -20 20 -22 -23 -24
leaf_value=0.00073630251447120488 -0.0029072074539790681 -0.0057659397664548799 -0.00093005678280820017 0.0073197876778958483 0.0019085514387075743 -0.010713722085913766 -0.0014983664209456658 0.0055710359788669591 -0.003693334489547625 -0.0028958451226353331 0.00011796944591358574 -0.005379713052282761 0.0066886348988701994 -0.0025744357160087019 -0.0010194933643046442 -0.00022881168779336229 0.0023417464905123777 -0.0064266880712667675 -0.0039823762917335819 0.0050530984831423098 -0.0009871278942596253 -0.0036467029878159483 -0.0010617977623463566
leaf_weight=3828.9646971225739 101.40123784542084 66.774260997772217 82.628324031829834 59.647917747497559 135.05230784416199 69.400339722633362 91.45363450050354 49.046012163162231 117.25530087947845 39.879134297370911 91.502429842948914 65.436823964118958 74.115748405456543 46.615114808082581 1172.9921668767929 1795.6833362579346 560.64118683338165 70.835367441177368 49.338784217834473 131.2351781129837 103.83213520050049 173.18367958068848 583.08484435081482
leaf_count=1728 66 46 50 23 46 46 35 19 70 20 37 45 24 27 718 946 268 51 31 51 58 102 273
internal_value=0 3.11668e-05 -0.000898951 0.00252861 -0.00147502 -0.00211729 -0.00496207 -0.000999232 -0.000282309 -0.00786076 0.000941875 -0.00123404 0.00305841 0.00160179 0.000139754 -0.000250503 0.000225529 -0.00132743 0.00183021 -0.000218597 0.00238506 -0.000529453 0.00049867
internal_weight=0 9458.6 988.807 142.276 846.531 711.479 200.733 510.746 443.971 109.279 326.716 161.098 165.618 95.6611 8469.79 4057.74 2813.91 1243.83 609.98 2203.93 235.067 1968.87 4412.05
internal_count=4780 4714 488 73 415 369 101 268 222 66 152 91 61 46 4226 2225 1456 769 299 1157 109 1048 2001
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=24
num_cat=0
split_feature=133 146 14 60 87 19 37 52 44 113 54 24 11 0 75 101 82 8 68 138 116 127 22
split_gain=0.331627 0.44779 1.00052 0.788807 0.640366 0.597519 0.774557 0.745281 0.672325 0.660936 1.02556 0.832196 0.911455 0.656972 0.604035 0.588379 0.716077 0.61603 0.746993 0.730615 0.605716 0.595676 0.704851
threshold=0.044033329933881767 0.013439828064292671 0.007706565549597145 0.0070226341485977182 0.011519505176693203 0.011880517937242987 0.00044738779251929378 0.016164712607860569 0.04673989117145539 0.0051502294372767219 0.0035485138650983576 0.0095705352723598498 0.0012357163941487672 0.0058306583669036635 0.00064626874518580746 0.010829726699739696 0.0010918468469753864 0.0048403022810816774 0.00082683752407319855 0.00096484774257987748 0.012636432424187662 0.062805486842989935 0.0017376682371832433
decision_type=2 2 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 -7 15 10 11 12 -8 14 -11 21 17 18 -17 -20 -18 22 -1
right_child=-2 2 -4 -5 -6 6 9 -9 -10 13 -12 -13 -14 -15 -16 16 20 -19 19 -21 -22 -23 -24
leaf_value=-2.7173718765036387e-05 -0.0019832799522424087 -0.00018125633979377154 0.0038383196522100756 0.0035775970750681822 -0.0019432440507565448 -0.0033050320582985841 0.0055469700958583699 0.0038712257135936146 0.0041845626832353313 0.003815547996647291 -0.0040828158988693115 -0.0042673279511025444 -6.0957777314001204e-05 0.0055817167803846506 -0.0034435207174542989 0.0027688912246924828 0.0027527240498803019 0.002190108445046374 -0.0077927341191435075 0.00086044428589330646 -0.0025941763238895047 0.0028473410896015425 -0.0027696290058634126
leaf_weight=4678.1196600198746 206.22924268245697 1130.888409614563 233.68108093738556 159.2237651348114 448.52048993110657 404.58024919033051 95.465945601463318 39.73274827003479 104.63282346725464 52.911937236785889 180.06604611873627 81.144500970840454 300.6017279624939 90.067402124404907 62.517973184585571 42.505213022232056 563.99032592773438 98.238410353660583 76.038729548454285 35.915618538856506 58.45686674118042 169.82567071914673 246.64512574672699
leaf_count=2412 111 553 106 68 247 222 38 14 37 16 115 43 158 32 33 20 190 44 49 19 28 72 153
internal_value=0 4.37268e-05 0.000827934 0.000282656 -0.000108888 2.57329e-06 -0.000967206 -0.00266329 0.000211251 -9.37523e-05 -0.000867553 0.000345659 0.00129075 0.00238123 -0.000116035 0.00014161 0.00133928 -0.000905433 -0.00287424 -0.00501674 0.00225057 -6.41241e-05 -0.000164523
internal_weight=0 9353.77 1523.79 1290.11 7829.98 7381.46 1307.09 444.313 6074.37 862.776 657.278 477.212 396.068 205.497 115.43 5969.74 875.145 252.698 154.46 111.954 622.447 5094.59 4924.76
internal_count=4780 4669 727 621 3942 3695 671 236 3024 435 354 239 196 81 49 2987 350 132 88 68 218 2637 2565
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=24
num_cat=0
split_feature=137 147 94 2 146 146 14 14 44 148 126 91 19 113 140 22 145 121 93 53 121 99 5
split_gain=0.33743 0.627983 1.14479 0.477105 0.427762 0.409596 0.760646 0.750143 0.718441 0.647829 0.644851 0.841803 0.608909 0.75482 0.88456 0.967677 0.819304 0.735394 0.727731 0.719557 0.646361 1.1041 0.636429
threshold=0.0046923852059990176 0.0045489775948226461 0.0010918468469753864 0.00047558375808876013 0.0018488886416889729 0.013439828064292671 0.007706565549597145 0.0038949446752667431 0.0070226341485977182 0.0070226341485977182 0.00075379351619631063 0.0035485138650983576 0.011880517937242987 0.0051502294372767219 0.010180860292166473 0.00082683752407319855 0.00066645268816500913 0.0063990866765379914 0.0028552538715302949 0.0028552538715302949 0.04273676127195359 0.0046923852059990176 0.0026833302108570938
decision_type=2 2 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 -2 12 7 9 -8 -7 -11 -12 -1 14 15 16 18 -15 -14 22 21 -19 -17
right_child=1 2 -4 -5 -6 6 8 -9 -10 10 11 -13 13 17 -16 19 -18 20 -20 -21 -22 -23 -24
leaf_value=0.00011767468022728249 0.0028338555523291908 0.0071298923221443412 -0.0018312378077435234 -0.0082843192220250061 -0.0033813345459848231 0.0020638033835272784 0.0016911823595377998 -0.0026646427405155881 0.0079160421971879533 -0.0012376660848190584 0.0051134059798149016 -0.0022685198450210979 0.0024867861495656588 0.0035813790145852254 -0.0039532403011350945 0.0015620766186366386 -0.0038292955544425387 -0.0082832279843787267 -0.0050831395530274428 -0.0012396654654002327 0.0034888679598779563 0.0024105105233606528 0.008251057341930941
leaf_weight=6225.8603590726852 34.529386162757874 50.432244539260864 121.5115886926651 38.736878633499146 139.65016305446625 546.43729567527771 162.19141125679016 179.77327406406403 64.900075197219849 466.95183634757996 104.73041415214539 61.180536150932312 125.03594636917114 153.72763097286224 303.71576011180878 114.28765475749969 289.10154342651367 56.025969386100769 42.554008364677429 138.36152136325836 46.273547410964966 42.407622337341309 51.623295545578003
leaf_count=3098 16 22 83 27 73 224 82 103 23 249 41 32 66 58 178 56 171 36 22 74 13 16 17
internal_value=0 -0.0014504 0.00079712 -0.00326542 -0.00214923 6.08385e-05 0.000791572 0.000343997 0.00347017 0.000802636 -0.000286303 0.00239128 -9.18915e-05 -0.00104906 -0.00167199 -0.000761501 -0.00221687 0.00117328 0.00056465 0.00142291 -0.00138493 -0.0036761 0.00364336
internal_weight=0 384.86 171.944 212.916 174.18 9175.14 1586.16 1359.07 227.091 1179.3 632.863 165.911 7588.97 1363.11 1064.68 760.964 456.691 298.435 167.59 304.272 144.707 98.4336 165.911
internal_count=4780 221 105 116 89 4559 754 649 105 546 322 73 3805 707 584 406 259 123 88 147 65 52 73
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=24
num_cat=0
split_feature=46 77 133 77 33 79 50 53 29 7 53 87 68 65 105 123 107 150 19 53 25 101 141
split_gain=0.311684 0.577741 1.19572 0.831511 0.922354 0.795475 0.683611 0.734856 0.795215 0.667132 0.654509 0.695936 0.536981 0.527165 0.875719 0.709894 0.525994 0.698182 0.646633 0.629069 0.609149 0.735932 0.602945
threshold=0.00064626874518580746 0.00057154725072905432 0.01884530205279589 0.0035485138650983576 0.013860232196748258 0.00017767510871635753 0.00047558375808876013 0.0048403022810816774 0.018276390619575981 0.0012357163941487672 0.013032016810029747 0.0014881226234138014 0.099488973617553725 0.0012745757703669371 0.00052132029668428015 0.00038414125447161501 0.0021592099219560628 0.014740333426743748 0.086341444402933135 0.013032016810029747 0.0012745757703669371 0.0049928687512874612 0.0005893622583243997
decision_type=2 2 2 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 -1 -7 -8 -9 -3 11 13 16 14 -5 -16 19 18 -18 -2 21 22 -19
right_child=12 3 -4 10 -6 6 7 8 -10 -11 -12 -13 -14 -15 15 -17 17 20 -20 -21 -22 -23 -24
leaf_value=0.0022450278558614413 -0.00041940259670351931 -0.0041506736407144924 0.0085357433277962313 -0.00079094492828802676 0.0029205069318857038 -0.0059158955367073036 0.0030058626759962362 -0.0055690362874282412 0.0027664722537636753 0.00035867079426152272 0.0049331657418193635 -0.0058686671360852274 -0.0035217929896418673 -0.0018783828451579021 0.0063523646074699139 -0.00079324485569872935 0.00056266775545612711 0.0030735977988340553 -0.0048530517952616765 -0.0037698213255187257 -0.0057180723970499591 0.0032780758983444605 -0.0032193129526764518
leaf_weight=504.78156626224518 3101.9024205207825 272.95470833778381 56.924248337745667 154.55715179443359 86.152681708335876 57.412201762199402 116.52337074279785 78.469626903533936 45.033701062202454 117.25530087947845 91.600020527839661 41.460548043251038 115.82027316093445 123.99128139019012 125.98302066326141 48.001347184181213 3799.1107940673828 46.371138095855713 55.928378701210022 146.72771096229553 75.892343521118164 84.668858647346497 212.4772697687149
leaf_count=185 1689 155 19 92 33 39 40 41 16 70 41 31 65 77 51 30 1796 17 32 94 43 26 98
internal_value=0 0.000569296 0.00153331 -0.000210608 -0.00176185 0.00103643 -0.00101469 0.000157639 -0.00252961 -0.00279565 0.00105128 0.000331474 -0.000143172 0.000899524 0.0019479 0.00438093 -9.11569e-05 0.000273322 0.000484097 -0.000570728 -0.00166403 -0.000768385 -0.00209198
internal_weight=0 1921.1 859.145 1061.96 476.363 802.22 297.439 240.027 123.503 390.21 585.593 493.993 7638.9 452.533 328.542 173.984 7523.08 4274.45 3855.04 3248.63 419.41 343.517 258.848
internal_count=4780 920 340 580 258 321 136 97 57 225 322 281 3860 250 173 81 3795 2012 1828 1783 184 141 115
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=24
num_cat=0
split_feature=136 28 36 82 108 4 45 126 95 146 115 60 24 39 0 9 102 86 31 33 91 1 108
split_gain=0.313858 0.740878 0.60702 0.567646 0.398951 0.466158 0.466772 0.469516 0.43609 0.517458 0.472224 0.385339 0.406311 0.365646 0.940415 0.782139 0.673265 0.626989 0.650371 0.621844 0.861336 0.81836 0.859562
threshold=0.0044099434744566688 0.00066645268816500913 0.00042089859198313212 0.0013986918493174019 0.079227816313505187 0.00060774214216507982 0.0035485138650983576 0.0013146653072908523 0.034632634371519096 0.021960759535431865 0.0063990866765379914 0.00055427959887310873 0.0035485138650983576 0.00017767510871635753 0.055838862434029586 0.0011261500185355546 0.025578102096915249 0.00044738779251929378 0.0081988852471113222 0.00093549740267917525 0.00099512818269431613 0.036783467978239066 0.0087224207818508166
decision_type=2 2 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 8 6 -6 -8 13 10 11 12 -10 14 15 16 17 18 19 20 21 22 -1
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00071301077301483338 0.0046349335702289508 -0.0010304726001570616 0.0064201586298126868 -0.0022731548981023814 0.0044614812019231056 -0.0049878580841038354 -0.0060433622906121169 0.0020870273496092651 -0.0033617058634917347 0.0032876125971923009 0.0019100137120616125 -0.0056466328825391645 0.0022712876100694566 -0.00012151769144419715 -0.0060855969548306247 0.0064556746688257012 -0.0041534599518657477 -0.0045921077445360298 -0.0049455861965857139 -8.9890003090532267e-07 0.0047687722813816516 -0.0053485081761173031 0.004730670316950545
leaf_weight=633.6634749174118 56.875452995300293 172.74452149868011 92.547094821929932 62.322791814804077 37.057874202728271 88.124458193778992 40.123111009597778 31.854512095451355 110.42172968387604 45.082496404647827 51.964862942695618 105.21836757659912 45.082496404647827 6556.3337296247482 50.676221251487732 59.550327062606812 70.640186071395874 52.062453627586365 45.277677774429321 729.10058796405792 209.4120329618454 45.326473116874695 168.53702902793884
leaf_count=301 17 84 26 25 12 60 30 14 59 18 31 61 18 3404 32 19 43 35 26 284 80 28 73
internal_value=0 0.00139952 0.00338195 0.00102304 -5.86456e-05 -0.00228351 -9.78053e-05 -0.00244517 -9.78872e-06 -0.0017203 -0.00244233 -0.0033098 -0.00172864 6.12007e-05 0.00064154 0.000810844 0.000638813 0.000818558 0.000972377 0.0011224 0.00189728 0.00118778 0.00155709
internal_weight=0 384.49 211.745 119.198 9175.51 197.16 109.035 71.9776 8978.35 357.77 312.687 260.723 155.504 8620.58 2064.25 2013.57 1954.02 1883.38 1831.32 1786.04 1056.94 847.527 802.201
internal_count=4780 152 68 42 4628 116 56 44 4512 187 169 138 77 4325 921 889 870 827 792 766 482 402 374
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=24
num_cat=0
split_feature=112 54 96 46 115 78 76 52 71 87 108 84 133 8 54 53 45 83 70 116 81 53 128
split_gain=0.320999 0.703971 0.594305 0.564459 1.07114 0.620148 0.562424 0.468269 0.633246 0.552125 0.435837 0.414981 0.523927 0.73918 0.405998 1.01887 0.960922 0.853876 0.68025 0.714819 0.645671 0.877417 0.802406
threshold=0.0038949446752667431 0.00046126570669002836 0.0005375427135732026 0.01884530205279589 0.0063990866765379914 0.0031340263085439806 0.00093549740267917525 0.00096484774257987748 0.0033348383149132137 0.0022975050378590827 0.015200819820165636 0.0005893622583243997 0.0012745757703669371 0.0031340263085439806 0.00073092587990686308 0.0048403022810816774 0.010180860292166473 0.0026833302108570938 0.00017767510871635753 0.00087947337306104611 0.011880517937242987 0.00070876078098081063 0.00080172589514404546
decision_type=2 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 4 5 7 -6 -3 -9 11 -7 12 -10 -14 15 20 17 -17 19 -19 -1 -22 -23
right_child=1 3 -4 -5 6 10 -8 8 9 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 22 -24
leaf_value=-0.00052978299444278053 0.00056836471204151041 -0.0031414067876342142 -0.0067633778651255382 -0.0047677424772091968 0.0011910747621650874 -0.0049050052580182531 0.008180998297181696 -0.0045200416678182346 0.0073787839536107614 -0.0021410763266586741 0.00029101222648671724 -0.00028806396922139739 -0.0029716500343977183 0.0047816769241660097 -9.1530967348733979e-05 0.0081441907390458305 -0.0034551076357553787 -0.0061798227313011357 0.0040692225833369967 0.0020220699494875954 -0.00092882494325577641 0.00025846960142488114 0.006292211770983428
leaf_weight=1121.7215317487717 41.167775988578796 87.68530011177063 84.112147092819214 66.627874970436096 61.229331493377686 123.94248604774475 54.298169612884521 48.050142526626587 68.766000270843506 78.372036218643188 59.843099117279053 87.538914084434509 47.854961156845093 85.957500338554382 6559.8780500888824 80.802933573722839 55.928378701210022 38.639287948608398 226.7499190568924 85.010426044464111 167.5411593914032 92.93745756149292 135.34507989883423
leaf_count=554 19 42 57 40 34 75 19 32 20 37 31 36 24 25 3334 29 32 23 91 40 86 42 58
internal_value=0 -0.000849839 -0.00435412 -0.000345319 2.13799e-05 -0.000726678 0.00447635 0.000179605 0.000878707 0.00158269 -0.00321311 0.00258863 0.00383171 0.00200888 9.87756e-05 0.000721513 0.00271107 0.00351084 0.00244238 -0.000540939 8.2868e-05 0.00181905 0.00383578
internal_weight=0 995.446 125.28 870.166 803.538 688.01 115.528 504.225 416.54 368.489 183.786 290.117 202.578 133.812 8564.55 2004.68 487.131 431.203 350.4 123.65 1517.55 395.824 228.283
internal_count=4780 491 76 415 375 322 53 216 174 142 106 105 69 49 4289 955 215 183 154 63 740 186 100
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=24
num_cat=0
split_feature=36 58 12 94 144 144 141 72 50 19 0 53 125 91 58 60 149 113 45 110 135 28 50
split_gain=0.305337 0.430147 0.38496 1.04373 0.830289 1.23503 0.74485 1.02543 0.686966 0.684607 0.694185 0.691218 0.653487 0.643227 0.862392 0.645102 0.607598 0.751033 0.77479 0.686712 0.807679 0.641639 0.804685
threshold=0.013439828064292671 0.017188700847327713 0.0033348383149132137 0.055838862434029586 0.00039601318712811922 0.00070876078098081063 0.0011980500421486797 0.0012357163941487672 0.0053125319536775359 0.086341444402933135 0.055838862434029586 0.040252277627587325 0.012252715881913902 0.0014427106943912806 0.0053125319536775359 0.0084566329605877417 0.00017767510871635753 0.019431582652032379 0.074787221848964705 0.015675474889576439 0.0037758676335215573 0.00039601318712811922 0.00047558375808876013
decision_type=2 2 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 9 6 8 -8 -6 10 11 16 -9 15 -15 -7 21 18 19 -18 -21 22 -1
right_child=1 -3 3 -5 5 13 7 12 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=-0.0026927724061499886 -0.002327512494976008 0.0028286925038738912 0.0004198997780046704 0.0070420787132835063 -0.0026119645856349689 -0.0018546836165627524 0.0015315333545266581 -0.004332267900188173 -0.0094119509588287756 -0.0035564135284776154 -0.0051150815840098332 -0.0014687580265381941 0.000587340857680257 -0.00056222867927561363 0.0022138397643794816 0.0021036316483374735 0.0013594835249686598 -0.0012128602862802613 0.0068669422175036236 -0.0056077042365605886 0.001971409845354123 -0.00304086795563277 0.0022617001273237589
leaf_weight=127.80841112136841 264.27578389644623 47.757370471954346 2444.6818649768829 60.985354781150818 79.904654622077942 694.92163896560669 163.13848555088043 294.35370087623596 69.400339722633362 111.66157603263855 55.977174043655396 402.80365407466888 87.587709426879883 689.6694815158844 470.69133818149567 120.82845389842987 2401.8195682764053 337.77715563774109 60.887764096260071 78.567217588424683 63.611433506011963 202.46090829372406 228.42892348766327
leaf_count=72 176 20 1445 24 46 390 67 171 46 56 34 203 38 390 187 55 926 121 20 45 24 118 106
internal_value=0 -0.00153834 5.19048e-05 0.000581077 -0.000144753 -0.000829892 -0.00264381 -0.00178675 -0.00577275 0.000304595 0.000413461 0.000492729 -0.00320409 -0.000192498 0.000563862 -0.00126838 0.000718382 0.00100538 0.00129302 0.00115961 -0.00221677 -0.000793233 0.000484168
internal_weight=0 312.033 9247.97 2505.67 6742.3 2670.5 694.385 545.08 149.305 4071.8 3960.14 3904.17 381.941 1976.11 1160.36 815.75 3501.36 2942.66 2604.89 2544 142.179 558.698 356.237
internal_count=4780 196 4584 1469 3115 1390 368 276 92 1725 1669 1635 209 1022 577 445 1432 1136 1015 995 69 296 178
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=24
num_cat=0
split_feature=59 102 60 40 91 91 17 80 65 68 87 47 114 115 114 66 95 40 115 94 143 81 52
split_gain=0.307891 0.48873 0.773774 0.705362 0.714615 0.747151 0.739035 0.4631 0.55764 0.636245 0.572946 0.537474 0.753378 0.905258 0.890411 0.795787 0.731739 0.693442 0.618761 0.714049 0.590743 0.580018 0.737225
threshold=0.013032016810029747 0.00073092587990686308 0.00039601318712811922 0.018276390619575981 0.0022272822679951791 0.0038949446752667431 0.00066645268816500913 0.0032328735105693345 0.00068727668258361529 0.0017376682371832433 0.0022975050378590827 0.040252277627587325 0.007706565549597145 0.0033348383149132137 0.0038949446752667431 0.00057154725072905432 0.00039601318712811922 0.0014427106943912806 0.013032016810029747 0.0037758676335215573 0.013032016810029747 0.0025217677466571335 0.0060143163427710542
decision_type=2 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 -4 8 -1 -10 -11 12 13 14 15 -9 -15 -17 19 21 -19 -18 -23
right_child=1 -3 3 -5 5 -7 -8 11 9 10 -12 -13 -14 16 -16 17 18 20 -20 -21 -22 22 -24
leaf_value=0.00021093327666896392 -0.0026442578972963437 -0.0013717826776476543 0.0041621342512954814 -0.0024822149817714267 0.0099953069351386929 0.0019894727739788189 -0.0033934852554159903 0.00083715510576762124 0.00028681762177227795 -0.00089993789171045337 -0.0034362939227021508 -0.0016760540378015815 -0.0020332436886632979 -0.0022974801369679983 0.0067853132923998112 0.0010022368096067541 0.0061518516919255375 -0.0069767756786382534 -0.00019635368046242428 0.0064768190710284617 0.00032690633164143184 0.003011425278772815 -0.0052361592809571783
leaf_weight=3907.1504217386246 126.66615545749664 899.15914237499237 70.347414016723633 69.156363010406494 59.501531720161438 57.119429707527161 59.9406898021698 1216.1827379465103 751.9434779882431 814.70542788505554 306.3906341791153 218.07099461555481 196.16408586502075 58.505662083625793 55.635606646537781 87.490118741989136 60.936559438705444 90.79933226108551 86.494249105453491 208.02580058574677 39.830338954925537 78.372036218643188 41.411752700805664
leaf_count=1865 79 527 31 36 17 27 35 497 413 456 180 112 129 30 20 34 22 62 47 77 18 37 29
internal_value=0 -0.00070221 0.00065765 0.00198092 0.00323099 0.00607415 0.000686076 0.00011466 -0.000129099 -0.000838403 -0.00159311 0.0006926 0.000925289 0.00121207 0.000579124 0.00033839 0.00297893 -0.0024426 0.0036285 0.00447951 -0.00474981 0.00218042 0.000160063
internal_weight=0 1341.89 442.732 316.065 246.909 116.621 130.288 8218.11 5780.19 1873.04 1121.1 2437.92 2219.85 2023.68 1489.94 1434.3 533.746 218.12 475.24 388.746 130.63 180.72 119.784
internal_count=4780 752 225 146 110 44 66 4028 2914 1049 636 1114 1002 873 631 611 242 114 212 165 80 88 66
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=24
num_cat=0
split_feature=135 121 46 37 142 143 69 123 10 77 27 150 112 133 129 18 93 143 125 101 121 42 107
split_gain=0.308219 0.485757 0.809927 0.603774 0.827997 0.561397 0.794474 0.955772 0.842995 1.05951 0.743416 0.578126 0.57349 0.709613 0.671292 1.12004 0.791805 0.992186 0.532049 0.619888 0.52457 0.685259 0.562281
threshold=0.0079489401541650313 0.0025217677466571335 0.01884530205279589 0.0023699469165876512 0.0062037324532866487 0.0056525857653468856 0.0030382014811038975 0.0015349716995842757 0.0045489775948226461 0.0063990866765379914 0.00090704852482303988 0.0046923852059990176 0.00244467705488205 0.0015349716995842757 0.00017767510871635753 0.0013986918493174019 0.00017767510871635753 0.002945306478068233 0.0022975050378590827 0.14610802382230761 0.0015349716995842757 0.014293605927377941 0.00087947337306104611
decision_type=2 2 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 -4 12 7 8 -7 11 -8 -10 14 -14 -3 16 -16 -18 -1 20 21 22 -20
right_child=-2 2 3 -5 -6 6 10 -9 9 -11 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 -24
leaf_value=-0.00062913620157169475 -0.00079689975449062493 0.0011132182339954062 -0.00045420233272330498 0.0018001540350755095 -0.0064100627822117661 -4.5375404793394739e-05 0.0050013005892495938 0.0036637964537250393 -0.0099194846687048512 0.0033657386326544042 0.00030327540569740307 -0.003933546432664691 0.0030858499365912432 -0.0017326050890572209 0.010332964747138801 -0.00093838910924246325 0.00066643368444527652 0.006552038399259919 -0.00046873701073951745 0.0047571690875186576 -0.0020672386206534491 -0.0030272115969335284 0.0011376253414588004
leaf_weight=2930.9832894802094 1076.7077934741974 607.34502255916595 137.82477259635925 91.502429842948914 101.20605647563934 218.72529685497284 119.19824481010437 82.140370607376099 62.713154554367065 35.818027853965759 286.83699488639832 113.04780840873718 113.89729201793671 232.14846253395081 58.212890028953552 102.34831213951111 128.60909938812256 161.55707180500031 816.92118108272552 76.839417815208435 232.92918801307678 137.31685638427734 1635.1709294319153
leaf_count=1626 485 191 52 37 58 85 42 30 41 15 132 59 40 97 18 51 51 56 493 28 129 85 879
internal_value=0 0.000101143 0.000662008 -0.00165375 -0.00297592 0.000991568 3.04316e-05 -0.00127855 -0.00222199 -0.00447212 0.00168246 -0.00606939 0.00162028 -0.000146662 0.00219816 0.0036601 0.00501106 0.00394339 -0.000154089 0.000326169 0.000205533 0.000409979 0.000602461
internal_weight=0 8483.29 2653.13 330.533 239.031 2322.6 918.48 512.445 430.304 211.579 406.035 175.761 1404.12 346.046 1058.07 450.727 348.379 290.166 5830.16 2899.18 2822.34 2589.41 2452.09
internal_count=4780 4295 1055 147 110 908 404 230 200 115 174 100 504 137 367 176 125 107 3240 1614 1586 1457 1372
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=24
num_cat=0
split_feature=141 52 8 121 105 99 39 32 17 79 144 23 63 65 15 53 68 46 109 44 81 83 140
split_gain=0.303111 0.805178 0.573554 1.13481 0.786913 0.527347 0.509915 0.63654 0.611785 0.538534 0.721505 0.822335 0.589988 0.677439 0.476397 0.842622 0.614259 0.586736 0.458713 0.764123 0.667713 0.620563 0.6181
threshold=0.0005893622583243997 0.028884131461381916 0.0095705352723598498 0.0011261500185355546 0.0017376682371832433 0.034632634371519096 0.0021592099219560628 0.00062670491752214741 0.0058306583669036635 0.00017767510871635753 0.00082683752407319855 0.017724351026117805 0.0013146653072908523 0.00017767510871635753 0.016668972559273246 0.0011980500421486797 0.0012357163941487672 0.00087947337306104611 0.004017772153019906 0.0070226341485977182 0.00080172589514404546 0.057509137317538268 0.00244467705488205
decision_type=2 2 2 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 9 -8 12 11 -11 13 14 15 -1 -17 -16 19 -2 21 -20 -21
right_child=18 -3 3 -5 -6 -7 8 -9 -10 10 -12 -13 -14 -15 17 16 -18 -19 20 22 -22 -23 -24
leaf_value=0.0023927015363437252 -0.00036621415535014921 0.0068996853019911613 0.0046828525894430624 0.0085148434669348044 -0.0054219855829361306 0.0032881955176538818 -0.0033198628103996764 0.0036335165537506038 0.00063142705881831756 -0.006936344993030372 0.00045551546752261337 -0.00050153662532929682 0.0055765395165757068 -0.005859445613332538 0.0052819736541443226 0.00067061693497803593 -0.0068943310773520415 -0.0010779903316579706 -0.0012396835555477967 -0.00049595051170977036 0.00023111922038637273 -0.0082720695270832173 -0.0050043634542604239
leaf_weight=128.41391801834106 2173.661230802536 49.046012163162231 37.106669545173645 62.127610445022583 40.074315667152405 123.21055591106415 230.69347202777863 136.68251693248749 170.26482880115509 93.230229616165161 270.13344824314117 106.21423721313477 64.851279854774475 38.590492606163025 108.59633922576904 47.708575129508972 61.326922178268433 54.444555640220642 128.9018714427948 135.54026126861572 5084.5851880311966 41.460548043251038 173.1348842382431
leaf_count=43 1154 19 14 17 28 45 145 59 90 54 147 48 21 21 38 18 38 25 63 66 2496 31 100
internal_value=0 0.000580065 0.000405313 0.00348499 -0.000563834 0.000142809 -0.000113648 0.000438322 -0.00164197 -1.02886e-05 -0.00122854 -0.00350949 0.00112492 0.000467421 0.00107707 -0.000351897 -0.00358428 0.00315818 -0.000136649 -0.000696794 0.000127952 -0.00295113 -0.0030247
internal_weight=0 1822.72 1773.67 139.309 77.181 1634.36 1511.15 1110.19 400.958 973.51 469.578 199.444 503.932 439.081 400.49 237.449 109.035 163.041 7737.28 2482.34 5254.95 170.362 308.675
internal_count=4780 870 851 59 42 792 747 512 235 453 249 102 204 183 162 99 56 63 3910 1320 2590 94 166
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=24
num_cat=0
split_feature=18 141 133 34 148 112 11 86 99 75 81 24 108 146 40 45 33 92 33 145 133 0 63
split_gain=0.281856 0.310668 0.720505 0.590984 0.697011 0.58526 0.943748 0.75528 0.685609 0.548405 0.674033 0.499856 0.765428 0.557878 0.684084 0.755429 0.970016 0.926944 0.996573 0.924081 0.872932 0.854687 0.990156
threshold=0.13848232477903369 0.007706565549597145 0.0037758676335215573 0.00017767510871635753 0.0034400182776153092 0.0021592099219560628 0.0046923852059990176 0.000490355829242617 0.010500331409275534 0.00017767510871635753 0.0025217677466571335 0.031632266007363803 0.0098710241727530974 0.0051502294372767219 0.013439828064292671 0.0058306583669036635 0.0041444667149335155 0.17555952817201617 0.00093549740267917525 0.0023699469165876512 0.012252715881913902 0.0044099434744566688 0.0030382014811038975
decision_type=2 2 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 -6 -11 13 -13 -1 15 16 17 18 -15 -17 -18 22 -20
right_child=-2 2 3 4 9 -7 7 -9 -10 10 -12 12 -14 14 -16 19 20 -19 21 -21 -22 -23 -24
leaf_value=-0.00024011062472271768 -0.0026220845811818949 -0.0017920017006996009 0.0029889055281318903 -0.0033571339336330216 -0.0063475405130680052 -0.0029859057624262103 0.0016557410431917363 0.0073855858068252846 0.0032167481967237082 0.0040545212684670795 -0.00089870432477710057 0.0060966977693696304 -0.00161627565358322 0.00024513740252041319 -0.00068711480335171193 -0.0022517230382218404 -0.0010556624358225482 0.0093213345678460503 -0.0021714995219419371 0.0010737634196488137 0.0033710460259884587 0.0061381900995151921 0.0051297321207853632
leaf_weight=4373.5255837440491 101.40123784542084 240.90501487255096 78.225650191307068 355.33905565738678 41.265366673469543 89.120327830314636 163.13848555088043 88.827555775642395 95.368354916572571 75.69716215133667 741.14639103412628 84.815244674682617 51.818476915359497 282.02399551868439 726.53217434883118 305.90268075466156 378.82737815380096 54.298169612884521 90.457764863967896 658.78200650215149 157.73994207382202 229.42479312419891 95.417150259017944
leaf_count=2198 66 133 31 195 23 47 67 35 34 35 401 32 25 150 394 160 189 19 48 308 61 93 36
internal_value=0 2.81101e-05 -0.000530755 -0.00122337 -0.00149492 0.00079002 0.00136209 0.00367573 -0.000371502 -0.000723788 -0.000439687 0.000175038 0.00317154 0.000119356 0.000647024 0.00107727 0.00186959 0.00302886 0.00253888 1.92476e-05 0.0002457 0.00409653 0.00157652
internal_weight=0 9458.6 1969.03 1291.67 1213.45 677.36 588.239 251.966 336.273 858.109 816.844 7489.57 136.634 7352.93 2979.41 2252.87 1288.19 751.622 697.324 964.685 536.567 415.3 185.875
internal_count=4780 4714 1001 685 654 316 269 102 167 459 436 3713 57 3656 1458 1064 596 346 327 468 250 177 84
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=24
num_cat=0
split_feature=133 95 146 14 87 24 51 95 75 76 101 93 5 46 138 36 96 4 38 147 18 10 11
split_gain=0.287056 0.493478 0.32783 0.740176 0.508401 0.501735 0.488408 0.463228 0.456739 0.502197 0.534314 0.585255 0.545693 0.760497 0.483733 0.458954 0.44792 0.447733 0.951818 0.438238 0.674592 0.511293 0.428121
threshold=0.044033329933881767 0.0042751494329422721 0.013439828064292671 0.007706565549597145 0.011519505176693203 0.002945306478068233 0.0079489401541650313 0.020658296532928947 0.0072436286136507997 0.00085274505545385193 0.0019071503775194289 0.00057154725072905432 0.0044099434744566688 0.0062037324532866487 0.00017767510871635753 0.00047558375808876013 0.0042751494329422721 0.0023699469165876512 0.000490355829242617 0.0033348383149132137 0.0005893622583243997 0.0045489775948226461 0.0035485138650983576
decision_type=2 2 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 8 7 -5 -7 -1 9 10 14 -12 13 -13 -4 -16 -17 22 -19 21 -21 -9 -6
right_child=1 -3 3 5 17 6 -8 19 -10 -11 11 12 -14 -15 15 16 -18 18 -20 20 -22 -23 -24
leaf_value=0.00010916852971788658 -0.0030409190116065044 0.0031577613271212865 -0.0021887764491143919 -0.00058516950679725528 -0.0024798302953167001 0.0070726593853673693 0.001719439343291266 -0.0012382589816841657 -0.0020244110834027758 0.0035364465210179809 0.0045164080376395343 0.0043608427558072234 -0.0040078044884628954 -0.0011718058148090765 0.0030042187769718804 -0.0041178339803090045 0.0017736520782709803 -0.00080796993827129493 -0.010635007640709609 0.0039828630493227374 -0.0033814633331527332 -0.005638989028784281 0.0010571291121923786
leaf_weight=6941.2050837278366 166.44769906997681 39.781543612480164 291.09328269958496 61.278126835823059 186.41166388988495 95.417150259017944 76.985803842544556 217.72942721843719 189.52569603919983 131.18638277053833 120.43809115886688 116.52337074279785 57.070634365081787 133.01177322864532 122.06830024719238 66.774260997772217 62.420382499694824 63.855410218238831 40.123111009597778 74.359725117683411 53.448686003684998 94.714052677154541 158.13030481338501
leaf_count=3464 95 16 145 36 106 36 34 98 126 49 39 40 25 70 52 46 29 34 30 34 38 61 77
internal_value=0 -0.0018452 4.06823e-05 0.000711676 -8.98999e-05 0.00330094 0.0046822 9.41468e-06 0.000242677 0.000633079 0.000240174 0.00156306 0.000402955 0.00141173 -0.00080145 0.000805796 -0.00127136 -0.00172435 -0.00460002 -0.00156335 0.000903147 -0.0025723 -0.000856514
internal_weight=0 206.229 9353.77 1523.79 7829.98 233.681 172.403 7381.46 1290.11 1100.59 969.4 427.044 306.606 249.535 542.356 251.263 129.195 448.52 103.979 440.252 127.808 312.443 344.542
internal_count=4780 111 4669 727 3942 106 70 3695 621 495 446 174 135 110 272 127 75 247 64 231 72 159 183
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=24
num_cat=0
split_feature=135 133 56 86 83 140 67 142 117 73 121 101 56 56 148 116 140 60 0 1 59 38 31
split_gain=0.278417 0.531994 0.591387 0.699785 0.498089 0.546764 0.769183 0.484759 0.429454 0.613464 0.42567 0.390081 0.381186 0.596336 0.687841 0.746013 0.757894 0.589523 0.768184 0.820839 1.05069 0.915863 0.676598
threshold=0.0079489401541650313 0.00055427959887310873 0.00047558375808876013 0.00066645268816500913 0.010180860292166473 0.002945306478068233 0.0011615398107096555 0.0079489401541650313 0.012636432424187662 0.00017767510871635753 0.04273676127195359 0.0030382014811038975 0.0012745757703669371 0.00096484774257987748 0.027182282879948619 0.0072436286136507997 0.0045489775948226461 0.0054799309000372895 0.0030382014811038975 0.0018488886416889729 0.0049928687512874612 0.0005375427135732026 0.0068083447404205808
decision_type=2 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 6 -3 -7 9 -6 12 -4 13 17 15 16 -15 -1 19 20 21 -19 -20
right_child=1 2 11 -5 8 7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 22 -21 -22 -23 -24
leaf_value=-0.00017813271777342179 0.0040676339933637786 -0.003103618624726863 -0.00084434173074790183 -0.0062325549792151165 0.0013491416585145518 -0.0074056559759044273 0.0043719580896789192 -0.00079146508574906539 0.0018343513309577236 -0.004360575635403219 0.0014356387505343121 0.0027985354429711493 -0.0011033408851010443 -0.0013666784238846033 0.0066546750493547361 -0.0047296414917986059 0.0055218434735991792 -0.0040604655718780363 0.003141898385199491 -0.0027992811062475687 0.0039326050930107836 0.0033739190253265737 -0.0022508242909507039
leaf_weight=5856.3063192367554 54.249374270439148 115.57629644870758 155.65061211585999 78.66480827331543 90.067402124404907 85.108016729354858 48.997216820716858 41.070185303688049 169.63048934936523 98.482387065887451 554.33549463748932 139.21100497245789 709.56468820571899 70.786572098731995 70.347414016723633 45.424063801765442 91.600020527839661 118.44635188579559 460.18702328205109 196.86718344688416 179.13893461227417 63.70902419090271 66.579079627990723
leaf_count=3020 17 55 83 49 32 44 17 15 64 54 171 55 452 49 31 32 41 65 187 104 77 28 38
internal_value=0 -0.000757395 -0.0010134 -0.0017789 -0.00123902 -0.00277652 -0.000877972 -0.00525278 9.03372e-06 -0.00163313 9.61293e-05 0.000875545 2.48047e-06 0.000111167 0.00238123 0.000934596 0.00251904 2.01983e-05 0.00109076 -0.000201738 0.00121365 -0.00146028 0.0024603
internal_weight=0 1076.71 1022.46 727.597 648.932 290.752 164.574 126.178 358.18 188.55 8483.29 294.862 7928.96 7219.39 278.158 207.811 162.387 6941.23 1084.93 558.161 361.294 182.155 526.766
internal_count=4780 485 468 330 281 131 72 59 150 86 4295 138 4124 3672 153 122 90 3519 499 274 170 93 225
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=24
num_cat=0
split_feature=129 12 144 94 43 52 87 17 98 108 58 44 110 145 44 145 117 62 80 27 4 91 81
split_gain=0.281204 0.334244 0.739344 0.731797 0.783368 0.81559 0.579675 0.586231 0.844717 0.726988 1.06869 1.24612 0.725108 1.34937 0.623182 1.1289 0.988373 0.862244 0.74125 0.754852 0.714378 0.891403 0.655859
threshold=0.059226244688034065 0.0033348383149132137 0.00039601318712811922 0.028884131461381916 0.00055427959887310873 0.0046923852059990176 0.011519505176693203 0.0013986918493174019 0.00017767510871635753 0.007706565549597145 0.011519505176693203 0.0028552538715302949 0.00050559637020342063 0.00055427959887310873 0.0038949446752667431 0.00093549740267917525 0.04673989117145539 0.0018488886416889729 0.0010585968848317864 0.00090704852482303988 0.0021592099219560628 0.0018488886416889729 0.0021592099219560628
decision_type=2 2 2 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 -5 7 8 -1 14 12 -12 -11 -14 15 18 17 -16 -10 -20 21 -17 -23
right_child=-2 3 -4 4 -6 -7 -8 -9 9 10 11 -13 13 -15 16 20 -18 -19 19 -21 -22 22 -24
leaf_value=-0.0013958122991686824 -0.0016978000201230096 0.00031034747191343979 -0.00078387211225879765 0.0014376829489912333 -0.00130758271813865 0.010030664468278411 -0.0020909696179003288 -0.00057069388197150803 0.0013465452396780979 0.0055325699424381867 -0.0055005360512321265 0.0017386163913069401 -0.0056936290692196712 0.0031120676992543953 -0.0032157899131998909 -0.0034061412504493142 0.0047029048956914177 0.0011333800930978283 0.0031680646563052176 0.0099563636081449122 0.0024113390141700932 0.0054437781597418983 -0.0025391921923175525
leaf_weight=375.44940650463104 237.81981527805328 2371.4643955230713 2689.1223305463791 50.529835224151611 51.818476915359497 60.887764096260071 241.94967985153198 1057.8372889757156 227.74578869342804 239.68513131141663 82.43314266204834 213.18036735057831 49.192398190498352 376.31885290145874 314.87437725067139 228.47771883010864 70.103437304496765 178.60218584537506 111.27121329307556 64.802484512329102 160.36602079868317 62.176405787467957 43.891445398330688
leaf_count=212 168 1404 1400 26 25 20 122 465 78 83 42 73 25 140 151 108 21 55 40 19 61 19 23
internal_value=0 4.33129e-05 -0.000139646 0.000533243 0.00377143 0.0061336 0.000283061 0.000432007 0.00081102 0.00115296 0.00222139 -0.000280053 0.00333303 0.00209406 0.000450944 0.00126832 -0.000852507 -0.00164171 0.00323011 0.00566644 -0.000332392 -0.00164761 0.00214038
internal_weight=0 9322.18 6787.48 2534.7 163.236 111.418 4098.36 3856.41 2798.57 2423.12 960.81 295.614 665.196 425.511 1462.31 898.731 563.58 493.477 403.819 176.074 494.912 334.546 106.068
internal_count=4780 4612 3137 1475 71 46 1737 1615 1150 938 363 115 248 165 575 348 227 206 137 59 211 150 42
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=24
num_cat=0
split_feature=141 52 80 25 95 118 114 51 121 52 45 21 59 68 51 150 52 14 80 71 27 117 49
split_gain=0.265427 0.68973 0.557983 0.654332 0.598755 0.567789 0.706671 0.550761 0.620551 0.531723 0.944612 0.436902 0.743876 0.62591 0.490156 0.576097 0.469235 0.407748 0.638258 0.573916 0.477815 0.406736 0.38643
threshold=0.0005893622583243997 0.028884131461381916 0.0098710241727530974 0.00062670491752214741 0.00899649551138282 0.0032328735105693345 0.00082683752407319855 0.0022975050378590827 0.00099512818269431613 0.00096484774257987748 0.014293605927377941 0.00057154725072905432 0.0019672545604407792 0.0051502294372767219 0.0092791137285530585 0.0015349716995842757 0.00017767510871635753 0.00047558375808876013 0.0036604277556762104 0.02129978779703379 0.00064626874518580746 0.0084566329605877417 0.0081988852471113222
decision_type=2 2 2 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 -7 8 -6 11 17 13 14 -1 15 -13 -17 18 20 -19 -11 -9 -2
right_child=22 -3 3 -5 7 6 -8 21 -10 10 -12 12 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24
leaf_value=-0.00085753561107538689 -8.423889756207603e-05 0.0063918504265949279 -2.2367408350479903e-05 -0.0074109915036404883 -0.0021917462357469936 -0.0070883895577186625 -0.00028504163599948933 0.0085078869067381404 0.0044210637264424238 0.0034554071850183285 -0.0022995288272342515 -0.00097180876644026521 -0.0046978203749668728 -0.007291245367461896 -0.0031527213453316941 0.0069569014850475903 0.001721975881876315 0.0027475784156183059 -0.0003943412751119175 -0.0027382182270542441 0.0086148809262939618 0.0027923286496679628 -0.002989387982900639
leaf_weight=198.20462048053741 7621.0733479261398 49.046012163162231 79.611882567405701 48.050142526626587 82.530733346939087 55.977174043655396 119.97897028923035 52.960732579231262 62.22520112991333 113.84849667549133 121.02363526821136 81.193296313285828 54.68853235244751 46.712705492973328 45.180087089538574 79.46549654006958 92.791071534156799 160.80517888069153 61.082945466041565 67.770130634307861 74.066953063011169 75.501980781555176 116.21063590049744
leaf_count=105 3829 19 34 32 46 34 74 18 21 38 63 45 35 31 22 28 36 79 28 33 22 27 81
internal_value=0 0.000542811 0.000381071 -0.00280334 0.00062805 0.000202616 -0.0024494 0.00276564 0.000650855 0.000592511 0.00164608 -0.0004617 0.0006633 -0.00208463 0.00164509 0.00250035 0.00413695 0.00264596 0.00404574 0.0011211 0.00548902 0.00514866 -0.000127873
internal_weight=0 1822.72 1773.67 127.662 1646.01 1372.79 175.956 273.219 144.756 1196.83 598.597 598.236 353.318 244.917 298.63 253.45 172.257 477.574 248.998 228.575 187.915 128.463 7737.28
internal_count=4780 870 851 66 785 673 108 112 67 565 263 302 166 136 131 109 64 200 88 112 60 45 3910
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=24
num_cat=0
split_feature=59 95 61 101 20 17 85 22 112 86 51 17 92 3 39 130 125 8 32 71 59 79 143
split_gain=0.273995 0.501455 0.58731 0.509188 0.468314 0.570907 0.59368 0.52474 0.570759 0.551361 0.573292 0.523082 0.50372 0.52955 0.44245 0.430524 0.35905 0.780205 0.702588 0.803103 0.828779 0.792314 0.644838
threshold=0.013032016810029747 0.011169348377734424 0.0019071503775194289 0.00055427959887310873 0.0070226341485977182 0.011169348377734424 0.0025217677466571335 0.00057154725072905432 0.0010585968848317864 0.0017376682371832433 0.0020932231564074759 0.0028552538715302949 0.0060143163427710542 0.00057154725072905432 0.00077738583786413084 0.00043393640953581786 0.0020292587578296666 0.0035485138650983576 0.00099512818269431613 0.0092791137285530585 0.0012357163941487672 0.00017767510871635753 0.013032016810029747
decision_type=2 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 -3 -2 5 7 -7 9 11 10 14 15 13 -12 -5 -9 17 18 21 -20 -21 -1 -23
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24
leaf_value=0.00091759666396508789 -0.001941845290228872 -0.0068625852995853782 -0.00073830737397380494 0.0029070720700382358 0.0039377186536938306 -0.0048204916134653737 0.0023389969763947518 -0.004642792124987619 -0.0063542667131658587 -0.0025589262110116496 0.0051505059714546308 0.0027570770948741178 0.0081517150824185394 -0.0019637767067132465 -0.0026522644496136845 0.0024513441132124683 0.00049493166877699157 -0.0010608389510170036 -0.00028440588738435567 -0.00035823555092238946 0.0059143871313847686 -0.0011687459352979878 0.0022801122592253204
leaf_weight=1229.2155408859253 338.83069038391113 66.871851682662964 94.4212806224823 75.599571466445923 82.237961292266846 105.36475360393524 39.927929639816284 70.688981413841248 44.086626768112183 61.375717520713806 71.440874338150024 88.973941802978516 62.176405787467957 41.265366673469543 67.965312004089355 30.663461089134216 3468.2248747348785 1629.909902215004 193.19643974304199 75.599571466445923 173.54520976543427 1297.0721691846848 151.34552896022797
leaf_count=493 218 50 49 31 34 67 22 45 31 40 22 41 19 23 41 19 1796 771 115 31 63 691 68
internal_value=0 -0.00066243 -0.00327742 -0.00030517 0.00035363 -3.44369e-05 -0.00285299 0.000632269 -0.00122799 0.00178036 0.00261668 -4.05595e-05 0.00453884 0.00254574 0.000275216 -0.00249651 0.000108165 -0.000174241 0.000288927 0.00213497 0.00401105 -1.60362e-05 -0.000808374
internal_weight=0 1341.89 161.293 1180.6 841.767 759.529 145.293 614.236 234.413 379.823 318.448 190.326 174.883 112.706 143.565 101.352 8218.11 4749.88 3119.97 442.341 249.145 2677.63 1448.42
internal_count=4780 752 99 653 435 401 89 312 136 176 136 105 64 45 72 64 4028 2232 1461 209 94 1252 759
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=24
num_cat=0
split_feature=53 71 102 12 125 99 11 102 132 50 45 150 7 81 122 117 2 61 143 58 98 10 106
split_gain=0.268969 0.553488 1.20424 0.90242 0.698963 0.904634 0.447592 0.441411 0.413184 0.479573 0.371889 0.873987 0.416637 0.495446 0.415111 0.400008 0.592693 0.606406 0.512233 0.71576 0.727419 0.711259 0.573615
threshold=0.040252277627587325 0.017724351026117805 0.00073092587990686308 0.00040826165059115743 0.0020292587578296666 0.0046923852059990176 0.004017772153019906 0.00042089859198313212 0.00062670491752214741 0.00244467705488205 0.029773407615721229 0.007706565549597145 0.00055427959887310873 0.0013146653072908523 0.000490355829242617 0.034632634371519096 0.00047558375808876013 0.0034400182776153092 0.0034400182776153092 0.0095705352723598498 0.0084566329605877417 0.0058306583669036635 0.0016331639490090313
decision_type=2 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 5 6 -3 -2 -4 -10 15 12 13 -12 -14 -1 18 -18 19 20 22 -20 -17
right_child=1 4 8 -5 -6 -7 -8 -9 9 -11 11 -13 14 -15 -16 16 17 -19 21 -21 -22 -23 -24
leaf_value=-0.00013498553693153077 -0.0016849896854901885 -0.0084273998708328818 -0.0027707521209478629 0.0098067001635802724 -0.0079343928318109953 0.0028098683984028299 -0.0013880656479061389 0.004986817037738062 -0.0025032208002443079 0.0049415145025358724 0.0012808253461180545 -0.0014855661349058348 -0.0025345531790461509 0.0062809432543284392 0.0036391502349913799 0.002673650776427899 0.00613636268834474 0.00016261716886500864 0.0022931889089682447 0.0017199291547954282 -0.0074469538975615633 -0.0016546925539149271 -0.0044545988939629312
leaf_weight=7337.5743991136551 57.217020392417908 42.797985076904297 235.94562947750092 43.696264028549194 54.639737010002136 71.489669680595398 47.806165814399719 43.745059370994568 42.70039439201355 43.842650055885315 82.286756634712219 168.63461971282959 55.928378701210022 124.49919760227203 53.058323264122009 57.021839022636414 99.185484647750854 74.310929775238037 427.99094378948212 117.71442174911499 66.481488943099976 155.55302143096924 55.879583358764648
leaf_count=3780 31 32 145 15 33 24 22 17 28 21 36 77 32 44 22 23 29 32 159 35 34 79 30
internal_value=0 -0.000955462 1.34185e-05 0.00380382 -0.00304379 -0.00139522 -0.00471318 0.00120578 -0.00168684 0.00126828 7.36157e-05 0.00142067 0.00297271 0.00429124 0.000471009 -4.14232e-06 0.000906623 0.00357772 0.000380385 -0.00130963 -0.00329769 0.00124082 -0.000854415
internal_weight=0 683.881 467.147 144.658 216.734 162.094 90.6042 100.962 322.489 86.543 8876.12 484.407 315.773 206.786 108.987 8391.71 1054.14 173.496 880.641 297.097 179.383 583.544 112.901
internal_count=4780 368 257 63 111 78 54 48 194 49 4412 211 134 80 54 4201 421 61 360 122 87 238 53
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=24
num_cat=0
split_feature=36 52 12 28 11 63 52 24 115 50 26 30 3 118 19 101 46 109 50 22 125 50 79
split_gain=0.258158 0.323459 0.31178 0.829759 0.715585 0.686848 0.720232 0.713917 0.653464 0.664464 0.642384 0.62071 0.603336 0.549515 0.517343 0.626652 0.603502 0.881405 1.02437 0.832857 0.61994 0.941865 0.727269
threshold=0.013439828064292671 0.00899649551138282 0.0033348383149132137 0.001792412775103003 0.020658296532928947 0.0011615398107096555 0.028884131461381916 0.0010263677686452868 0.00055427959887310873 0.05109804309904576 0.0038949446752667431 0.0026833302108570938 0.0013986918493174019 0.00085274505545385193 0.086341444402933135 0.0026012937305495147 0.015200819820165636 0.0013146653072908523 0.015200819820165636 0.00099512818269431613 0.001792412775103003 0.076978169381618514 0.012636432424187662
decision_type=2 2 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 14 5 6 12 -7 -4 10 -10 -11 13 -5 16 -16 20 18 -18 -19 21 -1 -22
right_child=1 -3 8 4 -6 7 -8 -9 9 11 -12 -13 -14 -15 15 -17 17 19 -20 -21 22 -23 -24
leaf_value=-0.00033960990547825026 -0.0021761481830075194 0.0019880878450235016 0.005879872199180472 -0.0085305166125180226 -0.0047922301938511207 0.0053813344958952986 0.0019905836040878004 -0.00051564021566918546 0.00046604191880205217 -0.0073726165362772676 0.0067710835199878087 0.00031035953928511457 0.0010912764327165017 -0.0032436741668382058 -0.0064041438421405666 0.00060145746505839014 0.0080646849334278497 -0.002612184569712319 -0.0017745230083337838 0.00068358205776774975 0.0016043995709000157 0.0023366251739247411 -0.0025398196133688752
leaf_weight=2343.0100411176682 254.96252000331879 57.070634365081787 55.684401988983154 76.185115575790405 126.61736011505127 54.395760297775269 62.322791814804077 909.19546663761139 2303.6942648887634 51.964862942695618 41.118980646133423 53.20470929145813 47.806165814399719 138.50790739059448 65.436823964118958 62.322791814804077 55.635606646537781 543.93764019012451 50.432244539260864 296.00387275218964 1413.635465502739 382.42049396038055 114.43404078483582
leaf_count=1045 171 25 22 55 77 23 25 454 1371 31 17 28 22 80 45 25 20 283 22 131 625 121 62
internal_value=0 -0.00141451 4.77267e-05 -0.000129255 -0.0012055 -0.000853019 -0.00284139 -0.00018275 0.000523953 0.000402221 0.000576608 -0.00348584 -0.0039886 -0.00511974 0.000156618 -0.00298672 0.000233854 -0.000908376 0.00338642 -0.00145072 0.000487894 3.59077e-05 0.00129405
internal_weight=0 312.033 9247.97 6742.3 1415.03 1288.41 324.822 963.591 2505.67 2449.98 2344.81 105.17 262.499 214.693 5327.27 127.76 5199.51 946.009 106.068 839.942 4253.5 2725.43 1528.07
internal_count=4780 196 4584 3115 736 659 182 477 1469 1447 1388 59 157 135 2379 70 2309 456 42 414 1853 1166 687
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=24
num_cat=0
split_feature=112 145 113 10 106 43 59 108 131 133 108 0 58 11 134 18 10 141 115 53 81 12 102
split_gain=0.266443 0.767645 0.536958 0.737418 0.716901 0.613215 0.756777 0.694091 1.02668 0.75965 0.698537 0.577632 0.567297 0.503243 0.499211 0.452495 0.427066 0.397473 0.370497 0.359681 0.728229 0.632491 0.58887
threshold=0.00244467705488205 0.00017767510871635753 0.013439828064292671 0.007706565549597145 0.00080172589514404546 0.010180860292166473 0.031632266007363803 0.0087224207818508166 0.000490355829242617 0.010829726699739696 0.0016846025246195497 0.00050559637020342063 0.001792412775103003 0.00044738779251929378 0.00038414125447161501 0.00066645268816500913 0.0011615398107096555 0.0020932231564074759 0.00017767510871635753 0.040252277627587325 0.0044099434744566688 0.002945306478068233 0.00073092587990686308
decision_type=2 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 13 4 -4 -3 6 7 10 12 17 -6 -7 -9 -2 -13 -14 -12 -10 -15 -1 21 22 -21
right_child=1 2 3 -5 5 11 -8 8 9 -11 16 14 15 18 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00020027647247358211 -0.00046354530868709595 -0.0051274429217278168 0.0003439943099701571 -0.006764657135848823 0.0013014509879179334 0.0055048072327570328 0.0064929431439328797 0.0017561350349586009 0.0041367179555247061 0.0069419636446635515 0.0013500635346267876 -0.0010159146660013404 -0.006587634116977663 -0.0094143004475380765 0.003903670186215992 0.0005964738366607404 -0.0049100325324922204 -0.00084907625940312576 -0.0028962191422521816 0.0017109240026480556 -0.0041606469448796281 0.0048388431498762067 -0.0024813745304431878
leaf_weight=7582.0436972379684 58.408071398735046 61.326922178268433 75.501980781555176 70.5913907289505 86.396658420562744 96.559405922889709 38.444106578826904 53.107118606567383 61.082945466041565 72.827106714248657 31.854512095451355 135.14989852905273 77.473757266998291 47.95255184173584 83.380216956138611 30.565870404243469 188.23705434799194 115.67388713359833 39.976724982261658 138.06874930858612 145.24388790130615 57.168225049972534 212.96522319316864
leaf_count=3790 26 38 27 41 43 29 15 24 28 25 14 50 54 28 27 15 127 59 24 62 87 29 118
internal_value=0 -0.000630816 -0.00023808 -0.00309086 0.000130068 0.00043119 -0.000341464 -0.000707799 0.000635834 0.00264452 -0.00250843 0.0022842 -0.00247522 -0.00406114 0.000861154 -0.00455515 -0.00400399 0.000873895 -0.00645088 0.000110455 -0.00112008 -3.81999e-05 -0.000832459
internal_weight=0 1424.51 1278.17 146.093 1132.08 1070.75 755.663 717.219 410.731 249.584 306.488 315.09 161.147 146.337 218.53 108.04 220.092 176.757 87.9293 8135.49 553.446 408.202 351.034
internal_count=4780 694 616 68 548 510 404 389 205 112 184 106 93 78 77 69 141 87 52 4086 296 209 180
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=24
num_cat=0
split_feature=59 66 4 51 99 63 110 101 150 94 112 106 118 113 9 133 95 100 78 13 70 47 5
split_gain=0.24892 0.442994 0.545804 0.525342 0.675177 0.637377 0.59129 0.583494 0.55704 0.549899 0.410928 0.556122 0.473207 0.863218 0.708717 0.769489 0.718149 0.713379 0.647564 0.498265 0.713928 0.479144 0.440319
threshold=0.013032016810029747 0.00096484774257987748 0.0041444667149335155 0.0038949446752667431 0.0084566329605877417 0.0042751494329422721 0.0025217677466571335 0.010829726699739696 0.0032328735105693345 0.0033348383149132137 0.00244467705488205 0.00064626874518580746 0.010829726699739696 0.00068727668258361529 0.00037263428384903824 0.0015349716995842757 0.0049928687512874612 0.0049928687512874612 0.0031340263085439806 0.00044738779251929378 0.017188700847327713 0.013439828064292671 0.00066645268816500913
decision_type=2 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 7 -6 8 9 -5 -1 22 13 -13 15 17 21 -15 -18 20 -17 -16 -12
right_child=1 2 -4 5 6 -7 -8 -9 -10 -11 11 12 -14 14 16 19 18 -19 -20 -21 -22 -23 -24
leaf_value=0.00025230500497098497 -0.0011308800959213318 0.003786799908564543 -0.0023646959631728522 -0.0017865000559344393 -0.0029035507060543708 -0.0019098914201087884 -0.010592520001332782 0.006500196251763124 -0.0032101952025821688 0.0046592141413974867 -0.0083572374111054362 0.0032088360123041998 -0.0033508794435442991 -0.0039047812460160161 0.00018985769063015298 -0.0064396450195739075 0.0070271438975699485 0.0032665090247014786 0.00020749544538186608 0.001669700680160687 0.00057798759062564927 -0.0046877217336274016 -0.00070825861974620338
leaf_weight=6975.7544326782227 615.40734708309174 111.46639466285706 53.302299976348877 50.627425909042358 81.290886998176575 179.96845543384552 36.110799908638 55.586811304092407 62.615563869476318 95.514740943908691 41.411752700805664 164.57351326942444 126.61736011505127 55.879583358764648 281.29206538200378 166.54528975486755 68.766000270843506 91.404839158058167 70.493800044059753 33.240744471549988 46.322342753410339 61.326922178268433 34.4805908203125
leaf_count=3427 360 48 32 30 49 111 27 18 37 40 29 72 77 30 120 99 20 33 37 17 15 38 14
internal_value=0 -0.00063139 0.0017968 -0.000971279 -0.00179377 0.000385257 -0.00526855 0.00194782 0.000735635 0.00242625 0.000103096 -0.000734702 -0.000464869 -0.000113452 -0.000738127 -0.0023128 0.000547394 0.000545728 0.00357501 -0.0040235 -0.00491253 -0.000683202 -0.00488203
internal_weight=0 1341.89 164.769 1177.12 732.809 444.313 117.402 264.345 208.758 146.142 8218.11 1242.35 1166.46 1039.85 875.272 393.393 481.879 147.284 139.26 246.108 212.868 342.619 75.8923
internal_count=4780 752 80 672 436 236 76 125 107 70 4028 601 558 481 409 194 215 63 57 131 114 158 43
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=24
num_cat=0
split_feature=88 12 94 144 144 97 88 91 0 88 88 114 50 17 116 127 94 26 113 125 45 141 60
split_gain=0.250795 0.371905 0.679909 0.614697 1.0331 0.81614 0.624266 0.603099 0.721103 0.750932 0.805617 0.695906 0.598188 0.662718 0.585283 0.545303 0.83353 0.822191 0.695408 0.54436 0.537154 0.518349 0.863663
threshold=0.030689206905663017 0.0033348383149132137 0.055838862434029586 0.00039601318712811922 0.00070876078098081063 0.0022975050378590827 0.00093549740267917525 0.0014427106943912806 0.0010918468469753864 0.00055427959887310873 0.00017767510871635753 0.0014881226234138014 0.037906534969806678 0.00017767510871635753 0.0044099434744566688 0.024066280573606495 0.0016846025246195497 0.0038949446752667431 0.019431582652032379 0.0056525857653468856 0.041476719081401832 0.0020932231564074759 0.0084566329605877417
decision_type=2 2 2 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 5 6 -1 -5 21 -9 10 19 -12 13 14 -11 17 -17 18 20 -10 -3 22 -6
right_child=-2 2 -4 4 7 -7 -8 8 9 12 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00038711452517364007 -0.0010893183239480094 -0.00011479796913223607 0.0054041081612734611 -0.0014135976744866798 -0.001033589494568345 -0.0036114851092389853 -0.0047147978465866269 -0.0027079872060698472 0.0023190487295624181 -0.00068538490450178362 0.0027619909073731378 0.0095139683738587281 0.0043994789180132029 -0.0015271169616896234 0.0051612857240306937 0.0082128437952130717 -0.0012108917439518435 0.0071863773558470088 0.0067025819063229967 -0.0038265569881947982 0.0046982264994766465 -0.0026413494684736729 0.0047535272038046611
leaf_weight=3951.8736112117767 500.70936679840088 2004.0396112203598 71.587260365486145 487.6188987493515 399.18170571327209 131.86951756477356 202.7536803483963 143.80886018276215 144.51195776462555 87.636504769325256 90.213788151741028 66.139921545982361 71.489669680595398 414.23508048057556 83.672989010810852 54.395760297775269 41.265366673469543 42.358826994895935 39.73274827003479 48.001347184181213 59.696713089942932 346.31856381893158 76.888213157653809
leaf_count=1653 341 1198 28 235 216 77 130 82 57 40 38 20 24 241 39 23 23 14 14 30 25 202 30
internal_value=0 6.02069e-05 0.000607316 -0.000127381 -0.000718475 0.000257994 -0.00238312 -0.000135734 0.000603777 0.00107724 0.00295205 0.00561818 8.17725e-05 -0.00044538 0.00217031 0.000454119 0.00414772 0.000289458 0.000150571 0.000786701 2.44261e-05 -0.00116958 -9.89346e-05
internal_weight=0 9059.29 2313.08 6746.21 2662.47 4083.74 690.373 1972.1 1149.71 1005.9 348.867 156.354 657.034 585.545 171.309 2241.49 95.6611 2145.83 2103.47 192.513 2063.74 822.388 476.07
internal_count=4780 4439 1325 3114 1384 1730 365 1019 571 489 145 58 344 320 79 1297 46 1251 1237 87 1223 448 246
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=24
num_cat=0
split_feature=68 116 34 34 45 146 110 8 84 82 136 34 107 146 27 133 87 45 33 104 125 11 47
split_gain=0.249417 0.996184 0.511888 0.418613 0.349684 0.419955 0.689043 0.581387 0.571228 0.491135 0.456212 0.469672 0.379789 0.382487 0.327498 0.594329 0.441152 0.561612 0.656529 0.572104 0.542724 0.662284 0.643142
threshold=0.099488973617553725 0.00017767510871635753 0.0060143163427710542 0.015200819820165636 0.029773407615721229 0.0028552538715302949 0.0048403022810816774 0.0013560238294303419 0.00017767510871635753 0.015675474889576439 0.00068727668258361529 0.032603342086076743 0.029773407615721229 0.0010263677686452868 0.0011980500421486797 0.029773407615721229 0.0048403022810816774 0.0087224207818508166 0.0005375427135732026 0.0063990866765379914 0.0036604277556762104 0.011880517937242987 0.0084566329605877417
decision_type=2 2 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 12 8 7 -7 -6 -10 11 -9 14 -14 15 16 20 18 -18 -20 -1 22 -22
right_child=1 2 3 -5 5 6 -8 10 9 -11 -12 -13 13 -15 -16 -17 17 -19 19 -21 21 -23 -24
leaf_value=0.00036763067870656597 0.0046991428055011015 -0.0065061183437849952 0.0021984340376876681 -0.0040838435104653178 0.0023352297713119456 0.0071174415272532701 -0.0021595561423080178 0.0027953907764245388 -0.0038144810263527219 0.0025228067108480209 0.0047582756876059151 -0.0037369193846080958 -0.00014771256379344998 -0.0045664249220084023 -0.00024299472156160209 -0.0034892786690425312 -0.0054201036027216607 -0.0046484114313856944 0.002700880471565097 -0.0036931524865982065 0.0036822571757107875 -0.002093184215772145 -0.00088993462016415744
leaf_weight=2371.6041350364685 48.997216820716858 74.798883199691772 50.383449196815491 55.977174043655396 122.01950490474701 78.128059506416321 67.818925976753235 62.371587157249451 120.02776563167572 41.021389961242676 86.055091023445129 49.241193532943726 104.73041415214539 91.990383267402649 5138.0516135692596 95.856308341026306 45.326473116874695 87.929276823997498 153.87401700019836 45.277677774429321 391.61620438098907 81.193296313285828 95.709922313690186
leaf_count=1033 17 52 20 34 50 27 35 27 76 13 29 27 41 57 2750 54 28 52 64 26 175 45 48
internal_value=0 -0.00162603 -0.00333677 -0.0011079 4.01124e-05 0.00118085 0.00235563 0.00346593 -0.000245209 -0.00220029 0.00202267 -8.6526e-05 -4.20279e-05 -0.00221399 8.20102e-06 0.000391369 0.000505037 -0.00122148 1.10594e-05 0.00124718 0.000700235 0.00208771 0.00278429
internal_weight=0 230.157 181.16 106.361 9329.84 626.684 343.615 275.796 283.069 161.049 197.668 111.613 8703.16 196.721 8506.44 3368.39 3272.53 332.407 244.478 199.152 2940.12 568.519 487.326
internal_count=4780 123 106 54 4657 284 145 110 139 89 83 54 4373 98 4275 1525 1471 170 118 90 1301 268 223
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=24
num_cat=0
split_feature=18 97 3 139 118 56 38 60 118 10 23 144 8 144 100 61 112 116 25 11 60 117 24
split_gain=0.245007 0.256916 0.370788 0.277488 0.43053 0.486513 0.397376 0.381584 0.686431 0.673612 0.625898 0.463909 0.412527 0.40233 1.0581 0.635284 0.952071 0.558459 0.525753 0.501142 0.475697 0.448623 0.479847
threshold=0.13848232477903369 0.04273676127195359 0.0015833032084628942 0.00077738583786413084 0.00064626874518580746 0.0022975050378590827 0.021635212935507301 0.004017772153019906 0.0066005610860884198 0.0035485138650983576 0.036783467978239066 0.016668972559273246 0.0053125319536775359 0.0032328735105693345 0.0021592099219560628 0.00244467705488205 0.0010585968848317864 0.0056525857653468856 0.0014881226234138014 0.0014427106943912806 0.010829726699739696 0.034632634371519096 0.0020292587578296666
decision_type=2 2 2 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 7 11 10 -10 13 -1 -11 15 18 19 20 -16 -15 -9 -17 -21 -23
right_child=-2 2 -4 4 -6 -7 -8 8 9 12 -12 -13 -14 14 17 16 -18 -19 -20 21 -22 22 -24
leaf_value=9.6130732020557847e-05 -0.0024446780095236744 -0.0059502337896840786 -0.0004881575113254262 -0.0043853021944816563 0.00018162311108074845 -0.00014125427733954502 -0.003405970909059751 0.0029722183339260097 0.00076339958680240712 0.0028033039260645038 0.0036106590697577651 -0.0018106269050662913 0.0089632306475999068 0.0036670440423592385 0.0024822143843913833 -0.0036398248151451465 -0.0092274269443829212 0.0088754408969808612 -0.0026683982142162084 -0.0012115906417413909 0.0010550615469842712 -0.0015179537502639946 0.004305592997400228
leaf_weight=6613.1914430856705 101.40123784542084 42.797985076904297 113.3893758058548 148.21153402328491 361.07916653156281 124.0400767326355 78.567217588424683 145.70300877094269 117.01132416725159 49.094807505607605 140.40205597877502 335.15994668006897 60.887764096260071 43.842650055885315 100.96207976341248 102.39710748195648 44.086626768112183 51.623295545578003 129.38982486724854 394.48625981807709 114.04367804527283 58.310480713844299 89.921016097068787
leaf_count=3205 66 32 73 101 215 79 45 52 60 21 50 229 20 21 48 53 31 17 83 185 46 22 26
internal_value=0 2.62083e-05 -0.00198486 5.99741e-05 -0.000950362 -0.00245168 0.000133785 0.000166159 0.000851629 0.00340408 0.000442214 4.15657e-06 0.00621352 9.32436e-05 0.00160918 -0.000427246 -0.00253022 0.0046452 -0.00106499 0.000368606 -0.00116607 -0.000330384 0.00201476
internal_weight=0 9458.6 156.187 9302.41 633.331 272.252 8669.08 8590.51 1642.16 226.994 1415.17 6948.35 109.983 1274.77 325.818 948.948 260.527 152.585 173.232 688.421 216.441 542.718 148.231
internal_count=4780 4714 105 4609 395 180 4214 4169 735 101 634 3434 41 584 169 415 130 65 104 285 99 233 48
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=24
num_cat=0
split_feature=136 86 136 58 54 37 124 35 10 92 47 143 75 83 5 70 113 57 21 63 25 146 115
split_gain=0.238618 0.595228 0.346499 0.717297 0.692347 1.2482 0.574759 0.59273 0.518205 0.493931 0.436981 0.392334 0.905378 0.564462 0.385064 0.588323 0.676996 0.613515 0.553024 0.834905 0.820183 0.748979 0.763856
threshold=0.0044099434744566688 0.00096484774257987748 0.0010263677686452868 0.004017772153019906 0.024810968898236755 0.0011261500185355546 0.002945306478068233 0.0054799309000372895 0.0045489775948226461 0.0060143163427710542 0.00096484774257987748 0.0025217677466571335 0.00077738583786413084 0.011519505176693203 0.00043393640953581786 0.060991313308477409 0.013439828064292671 0.00017767510871635753 0.0056525857653468856 0.0079489401541650313 0.0032328735105693345 0.0041444667149335155 0.0010263677686452868
decision_type=2 2 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 14 10 5 11 7 8 -7 -10 -4 -5 -13 -14 -1 16 17 18 19 -16 -20 -21 -23
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 -19 20 21 -22 22 -24
leaf_value=-0.00027048300974622246 0.0022073745262153723 -0.0027006121461746121 0.0014746022534756755 9.5745530808507607e-05 0.0054777084729165856 0.0045168944154843236 -0.0023840058299042341 0.0071184479590859677 -0.004518123932714147 0.0027775642065335153 -0.0029309956192320845 -0.0091440521566342869 -0.0056849690547223853 0.00068587668251545743 0.00029918797006909349 0.004715585669587458 -0.0015625794406648578 -0.0011554716604616907 0.001687037095516191 0.008916339081192352 0.0085309503310150216 -0.0031060072155365236 0.0039584525394143104
leaf_weight=4152.7486592531204 307.16248989105225 77.32737123966217 65.095256567001343 94.079713225364685 56.924248337745667 79.367905855178833 59.891894459724426 66.139921545982361 47.903756499290466 44.98490571975708 415.86528956890106 57.217020392417908 56.074764728546143 91.502429842948914 2365.7265079021454 78.176854848861694 418.87286126613617 448.08133184909821 286.4954274892807 48.948421478271484 51.672090888023376 53.155913949012756 136.58492624759674
leaf_count=2298 104 48 31 35 19 24 33 20 26 14 254 31 38 37 1115 29 162 229 118 15 19 26 55
internal_value=0 0.0012203 -5.11352e-05 -0.000868921 0.000208907 -0.000293339 0.00199485 0.00309494 0.00155007 -0.000984906 -0.00233472 -0.00257705 -0.00380489 -0.00173485 6.43091e-05 0.000421925 0.000333813 0.000568088 0.000830542 0.000583547 0.00273279 0.00340193 0.00197934
internal_weight=0 384.49 9175.51 1135.05 654.087 597.162 298.288 238.396 172.257 92.8887 480.961 298.874 204.794 147.577 8040.46 3887.71 3809.54 3390.66 2942.58 2604.42 338.168 238.689 189.741
internal_count=4780 152 4628 562 277 258 117 84 64 40 285 141 106 75 4066 1768 1739 1577 1348 1211 137 96 81
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=24
num_cat=0
split_feature=133 140 131 146 19 132 128 8 23 37 8 147 53 17 44 8 108 60 86 76 14 89 44
split_gain=0.233214 0.352708 0.275836 0.271857 0.445949 0.65997 0.637912 0.62657 0.587913 0.571876 0.520514 0.616932 0.856414 0.523329 0.519768 0.498003 0.715932 0.401967 0.529096 0.450808 0.750069 0.463922 0.43481
threshold=0.044033329933881767 0.021960759535431865 0.0005893622583243997 0.013439828064292671 0.011880517937242987 0.00070876078098081063 0.00017767510871635753 0.022641776129603389 0.0044099434744566688 0.0011261500185355546 0.0084566329605877417 0.0045489775948226461 0.0033348383149132137 0.0033348383149132137 0.04673989117145539 0.00068727668258361529 0.007706565549597145 0.0070226341485977182 0.0013986918493174019 0.00064626874518580746 0.007706565549597145 0.00068727668258361529 0.086341444402933135
decision_type=2 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 14 6 7 15 -7 -8 11 -10 -13 -12 -1 -6 -17 19 -19 20 22 -21 -5
right_child=1 -3 -4 17 5 8 9 -9 10 -11 13 12 -14 -15 -16 16 -18 18 -20 21 -22 -23 -24
leaf_value=3.5032256360936507e-05 -0.0043836365055343503 0.0028433663522547843 -0.00032724567094636421 -0.00086508988183487323 0.0038415697613947719 -0.0021258411862831437 -0.0045856006000448068 0.0051751696815275933 0.0085725522794846114 -0.001104066456858951 -0.0043884876710594727 0.0061775765249907503 -0.0012826829275958301 0.0035533993311654072 0.0035659387540438129 -0.0034327803503054737 0.00074031384660524341 0.0049517061519879762 -0.00078108045861950996 0.0038031659769613224 0.0027725569098151631 -0.0020016631211841724 0.0039125881730081901
leaf_weight=6332.9529124498367 95.953899025917053 35.866823196411133 74.408520460128784 898.8863331079483 48.997216820716858 121.56038403511047 246.59633040428162 46.322342753410339 44.98490571975708 226.09561681747437 52.062453627586365 67.574949264526367 89.31550920009613 34.4805908203125 105.9702605009079 220.74586868286133 192.31812357902527 112.51105964183807 62.664359211921692 157.5935560464859 197.81425774097443 44.037831425666809 50.285858511924744
leaf_count=3182 58 17 36 462 17 85 151 15 14 118 35 25 55 14 38 114 79 37 39 55 89 29 16
internal_value=0 -0.00166317 -0.00261194 3.66691e-05 -8.2244e-05 -0.000894077 -0.0015981 -0.000368706 0.000790654 -0.00292033 0.00201988 0.00341063 0.00193056 -0.00122427 9.31431e-05 -0.000924488 -0.00148983 0.000647701 0.00290095 0.000355021 -2.82639e-05 0.00253535 -0.000611975
internal_weight=0 206.229 170.362 9353.77 7829.98 1391.05 981.075 508.384 409.979 472.692 288.418 201.875 156.89 86.543 6438.92 462.061 413.064 1523.79 175.175 1348.62 1146.99 201.631 949.172
internal_count=4780 111 94 4669 3942 722 494 225 228 269 143 94 80 49 3220 210 193 727 76 651 567 84 478
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=24
num_cat=0
split_feature=125 125 84 123 38 132 108 144 100 24 136 44 32 6 53 8 142 88 71 35 149 100 94
split_gain=0.227043 0.614179 0.568602 0.66709 0.520886 0.755376 0.692431 0.722932 0.513499 0.725493 0.624884 0.621498 0.601461 0.528776 0.576214 0.765807 0.590789 0.499403 0.491245 0.479476 0.472929 0.604267 0.741257
threshold=0.001792412775103003 0.0010585968848317864 0.00017767510871635753 0.0017376682371832433 0.00017767510871635753 0.00017767510871635753 0.0026833302108570938 0.00070876078098081063 0.010829726699739696 0.004017772153019906 0.0026012937305495147 0.0038949446752667431 0.00087947337306104611 0.0026833302108570938 0.023343417793512348 0.00244467705488205 0.0044099434744566688 0.0051502294372767219 0.02129978779703379 0.00017767510871635753 0.0058306583669036635 0.0068083447404205808 0.0033348383149132137
decision_type=2 2 2 2 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 6 -6 -8 10 -10 13 -12 -11 14 15 19 -16 -17 -14 -4 -3 -22 -23
right_child=-2 4 8 -5 5 -7 7 -9 9 12 11 -13 18 -15 16 17 -18 -19 -20 -21 21 22 -24
leaf_value=0.00034569653842505339 0.0002594035699176471 -0.0013559374799202955 0.0036597708873927202 0.0035233018930592693 -0.0035584075633558034 -0.0026732855270598203 0.00058114527941667267 0.0061748488256137754 -0.0012838953371754299 0.00017096040130641632 0.0052701649786953894 -0.0015581194074317656 0.0014421102215787824 0.0032197182537006992 -0.0070232860551883297 -0.0041857247134513241 -0.0018153582414225508 -4.0589448454894592e-05 0.0071688662814324584 -0.00059602531713878 -0.0094088943029600192 -0.0061633289759001064 0.0013316416534328865
leaf_weight=1958.5889381170273 4481.2325137853622 422.35729336738586 78.176854848861694 180.37878096103668 57.168225049972534 177.43996739387512 165.66697359085083 88.681169748306274 262.71433293819427 162.94330418109894 71.489669680595398 62.420382499694824 68.961181640625 55.879583358764648 94.909234046936035 249.07602310180664 127.75961577892303 102.59228885173798 81.945189237594604 431.37778520584106 45.375268459320068 71.92882776260376 60.936559438705444
leaf_count=842 2361 251 29 74 29 115 63 29 112 59 24 29 28 30 69 145 70 61 22 244 30 42 22
internal_value=0 -0.000228884 5.84714e-05 0.000613663 -0.00128099 -6.93439e-05 0.00141386 0.00253145 -0.000583356 0.000654676 -0.00114378 0.00208725 0.0022774 -0.00152339 -0.00176792 -0.00118173 -0.00403516 -0.00297646 0.00455185 5.69071e-05 -0.0022674 -0.0044272 -0.00272588
internal_weight=0 5078.77 3989.21 2138.97 1089.55 488.956 311.516 254.348 1850.25 576.564 1273.68 133.91 313.85 1139.77 1083.89 861.223 222.669 351.668 150.906 509.555 600.598 178.241 132.865
internal_count=4780 2419 1838 916 581 236 121 92 922 221 701 53 109 648 618 479 139 206 50 273 345 94 64
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=24
num_cat=0
split_feature=107 93 107 101 46 70 82 99 143 100 77 51 144 45 52 53 119 109 19 36 75 51 39
split_gain=0.234566 0.675509 0.644687 0.644582 0.772312 0.578368 0.563678 1.1641 0.542988 0.48143 0.576679 0.445625 0.430894 0.399333 0.53625 0.378851 0.637321 0.911757 0.748022 0.613327 0.630588 0.621689 0.58796
threshold=0.0021592099219560628 0.045367386192083366 0.00244467705488205 0.0035485138650983576 0.023343417793512348 0.0056525857653468856 0.0058306583669036635 0.0014881226234138014 0.002945306478068233 0.013032016810029747 0.00057154725072905432 0.0005375427135732026 0.00096484774257987748 0.0051502294372767219 0.049604203552007682 0.0048403022810816774 0.00044738779251929378 0.011519505176693203 0.0022272822679951791 0.00042089859198313212 0.00093549740267917525 0.0013560238294303419 0.00052132029668428015
decision_type=2 2 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 -5 7 -2 -3 13 11 -11 -12 14 -1 -4 17 22 -18 20 -20 -21 -17
right_child=2 8 15 5 -6 -7 -8 -9 -10 10 12 -13 -14 -15 -16 16 18 -19 19 21 -22 -23 -24
leaf_value=-0.0002841032492291677 0.0043596832408925937 -0.0085393067735067951 -0.00058524507492560671 -0.0041508895391675184 0.0088203033357659999 0.0037279817339700878 0.0063645542913556676 -0.0042545842828574402 -0.00073951512985561882 0.00056699727891387243 -0.0026766319185371886 0.0062525822059405064 0.0027580846444556027 -0.0019999681323760814 0.0038710834219795663 0.0030363936562951667 -0.0018314607209073718 -0.0002535589088905696 0.0012364542748231693 -0.0031371350444576208 -0.0042033656479109156 0.0031281782776550258 0.00087501951655614421
leaf_weight=3224.6538555622101 90.262583494186401 44.086626768112183 1558.1274604797363 62.566768527030945 54.249374270439148 37.106669545173645 58.212890028953552 69.351544380187988 45.180087089538574 56.924248337745667 87.734095454216003 87.343732714653015 62.420382499694824 333.2857608795166 79.563087224960327 498.28956246376038 606.6019994020462 1128.2623308897018 113.99488270282745 46.663910150527954 100.0150054693222 261.32810056209564 853.77500414848328
leaf_count=1769 40 31 735 35 17 14 18 44 22 19 44 28 29 206 32 188 322 553 44 29 63 109 389
internal_value=0 -0.000290673 0.00021103 0.00222212 0.00348229 -0.00121772 0.00215287 0.000616827 -0.00459164 -0.000193028 0.00175166 0.0040092 -0.000417378 -0.000350433 -0.000184049 6.6339e-05 0.000347655 0.00079586 -0.000637361 0.000750265 -0.00130578 0.00217892 0.00167157
internal_weight=0 4021.19 5538.81 371.75 272.076 99.6734 217.827 159.614 89.2667 3931.93 294.422 144.268 150.154 3637.5 3304.22 5167.06 3608.93 2480.33 1128.6 522.002 214.01 307.992 1352.06
internal_count=4780 2180 2600 168 119 49 102 84 53 2127 120 47 73 2007 1801 2432 1697 1130 567 245 107 138 577
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=24
num_cat=0
split_feature=1 87 83 52 143 25 34 32 146 4 36 32 141 7 88 92 87 90 121 78 32 44 103
split_gain=0.228296 0.615806 0.531846 0.599869 0.547433 0.605874 0.528176 0.518211 0.774191 0.574538 0.464587 0.430904 1.20054 0.612399 0.460718 0.38103 0.631674 0.570372 0.670393 0.590319 0.553772 0.543987 0.540635
threshold=0.0063990866765379914 0.004017772153019906 0.045367386192083366 0.028884131461381916 0.0079489401541650313 0.0020292587578296666 0.00899649551138282 0.0017376682371832433 0.0056525857653468856 0.00060774214216507982 0.013439828064292671 0.00062670491752214741 0.0016331639490090313 0.00017767510871635753 0.0020292587578296666 0.002945306478068233 0.0022975050378590827 0.00090704852482303988 0.076978169381618514 0.048151826485991485 0.0036604277556762104 0.013439828064292671 0.026392062194645408
decision_type=2 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 7 -4 8 9 -2 15 12 -3 -13 -15 16 22 18 19 -18 21 -17 -1
right_child=1 11 6 -5 -6 -7 -8 -9 -10 -11 -12 13 -14 14 -16 20 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00026551251400130937 0.0029837477633922766 -0.001844872443546028 -0.0062924621957858064 0.0030196764225783102 -0.0028751549826007642 -0.0016949622697912344 0.00072375473786232469 -0.0022993594662176465 0.0061443747058296614 -0.0032826727331200568 -0.0020150833962730799 -0.0047888080939837369 0.0081304857916481548 0.002846364900894132 -0.0026183111043069224 0.00058516981841779563 -0.0024562956745943828 0.0020394842496385132 0.0034701757341479458 0.0031346137168579823 -0.0011557313389723668 0.002664511226152997 -0.0044251964651647584
leaf_weight=3685.7990461587906 83.575398325920105 54.542146325111389 88.222048878669739 96.803382635116577 302.57350444793701 368.01032841205597 38.541697263717651 75.892343521118164 88.681169748306274 65.046461224555969 249.515181183815 51.867272257804871 67.47735857963562 139.21100497245789 53.35109531879425 2284.2204767465591 729.30463910102844 115.52750110626221 58.164094686508179 50.481039881706238 385.95372140407562 364.76987302303314 62.469177842140198
leaf_count=1780 35 29 64 39 185 230 19 43 29 29 163 27 21 55 34 1111 400 53 16 24 212 151 31
internal_value=0 -0.00055041 -0.0010953 -0.000735868 -0.00110541 -0.000319339 -0.00415923 0.00129704 0.00244722 0.00024116 0.000108466 0.00124485 0.00367155 3.34376e-05 0.00133233 0.000176952 -0.000104962 -0.00125403 -0.00170811 -0.00209436 0.000613695 0.000871498 0.000187336
internal_weight=0 1573.8 1207.35 1080.58 983.779 681.206 126.764 313.195 237.303 148.622 7986.2 366.449 122.02 244.429 192.562 7736.69 4701.75 953.477 837.95 779.786 3034.94 2648.99 3748.27
internal_count=4780 839 673 590 551 366 83 136 93 64 3941 166 50 116 89 3778 2304 493 440 424 1474 1262 1811
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=24
num_cat=0
split_feature=46 22 17 44 18 51 131 50 11 85 15 62 148 35 96 101 93 113 0 59 90 143 131
split_gain=0.219342 0.53569 0.425266 0.60996 0.556825 0.498783 0.476361 0.582179 0.491282 0.536129 0.479639 0.468062 0.452962 0.436046 0.700628 0.421661 0.403399 0.557386 0.397689 0.440855 0.878125 0.717748 0.899855
threshold=0.00064626874518580746 0.00077738583786413084 0.00066645268816500913 0.086341444402933135 0.0015833032084628942 0.010829726699739696 0.0011261500185355546 0.00017767510871635753 0.00044738779251929378 0.00046126570669002836 0.044033329933881767 0.00037263428384903824 0.017188700847327713 0.002945306478068233 0.00017767510871635753 0.0072436286136507997 0.00040826165059115743 0.00017767510871635753 0.0026833302108570938 0.0022975050378590827 0.00055427959887310873 0.0070226341485977182 0.00082683752407319855
decision_type=2 2 2 2 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 6 7 12 9 13 15 -4 16 14 -9 -10 17 -1 -2 20 -20 22 -21
right_child=18 -3 4 -5 -6 -7 -8 8 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24
leaf_value=-0.0028176620815724804 -0.00054873715166049014 -0.0042773743331074579 0.0056059007351094824 0.0063475256463174454 -0.0017366501398141311 -0.0038922992544707193 -0.0017881380272806618 0.006230103248724533 -0.00074040992770299757 -0.0016531433345311625 0.0039137929261781647 0.00019770759981568086 0.0034042457535087205 0.0071648651270604519 -0.0001094358773097663 0.0026076730590435695 -0.004531399732958484 0.0022803585558280408 -0.00092950986056098783 -0.00049678799124087101 0.0022820539060262562 1.418966210940252e-05 0.0028496886115751299
leaf_weight=120.02776563167572 3167.5455188751221 57.460997104644775 127.22286701202393 41.070185303688049 57.217020392417908 71.92882776260376 218.70533406734467 76.741827130317688 414.01106655597687 50.627425909042358 92.791071534156799 58.359276056289673 50.529835224151611 75.550776124000549 100.86448907852173 121.67793750762939 89.413099884986877 96.900973320007324 1437.8157925605774 301.93916499614716 249.82791602611542 1881.5920412540436 600.17875373363495
leaf_count=76 1581 41 48 15 31 42 138 24 178 30 36 24 26 29 44 36 59 43 755 159 122 969 274
internal_value=0 0.000477576 0.000624184 0.000331854 0.00257567 0.000175461 0.000369506 0.000735556 0.00139296 0.00304389 0.000594965 0.00390521 -0.000981807 0.00398323 0.00262981 2.00832e-05 -0.00170527 -0.000540402 -0.000120105 0.000183541 -0.000454091 0.00057011 0.00172962
internal_weight=0 1921.1 1863.64 1620.84 242.799 1579.77 1507.84 1289.14 932.265 303.785 628.48 185.582 356.872 253.157 177.606 535.689 306.342 216.929 7638.9 4471.35 1687.64 2783.71 902.118
internal_count=4780 920 879 776 103 761 719 581 377 127 250 72 204 97 68 214 178 119 3860 2279 877 1402 433
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=24
num_cat=0
split_feature=19 75 79 4 44 78 8 114 45 115 60 17 8 22 125 31 80 104 27 129 14 88 143
split_gain=0.231797 0.482463 0.550681 0.394145 0.323694 0.621532 0.473451 0.502026 1.01684 0.924071 0.733192 0.591048 0.479868 0.460705 0.544808 0.427769 0.417251 0.402312 0.3853 0.3535 0.685454 0.870838 0.798754
threshold=0.086341444402933135 0.0027679565828293566 0.00055427959887310873 0.00077738583786413084 0.019431582652032379 0.029773407615721229 0.017724351026117805 0.00040826165059115743 0.0051502294372767219 0.0063990866765379914 0.00039601318712811922 0.0028552538715302949 0.0031340263085439806 0.0015833032084628942 0.00017767510871635753 0.0016846025246195497 0.0014427106943912806 0.012636432424187662 0.00077738583786413084 0.000490355829242617 0.00017767510871635753 0.0034400182776153092 0.0011261500185355546
decision_type=2 2 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 13 6 7 8 10 15 -6 12 -11 19 -15 17 -8 -9 -16 20 21 -1 -22
right_child=1 3 -4 -5 5 -7 16 9 -10 11 -12 -13 -14 14 18 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00020952079294665326 -8.4494994026962258e-05 0.0041476942399727244 -0.0065968992917261535 -0.0024414645547550934 -0.0067972927319961381 0.0052935724530980138 0.0059483596004724585 -0.0055890846269929422 0.0033131346054035256 0.0040614498156546289 0.00042958331940702804 0.0058325775340004934 -0.0032009067607782168 0.0017858931365447462 -0.0052527069918466606 -0.00020108636382452422 0.000569276441935159 -0.00084849582758825541 -0.0014164012517028876 0.00039044632593656801 -0.0030762903895726851 0.0059425854710032549 -0.00046330557228202202
leaf_weight=1648.7227416038513 60.985354781150818 50.432244539260864 69.400339722633362 41.265366673469543 49.289988875389099 73.022288084030151 70.152232646942139 131.96710824966431 259.50271010398865 37.155464887619019 121.87311887741089 63.611433506011963 58.652048110961914 120.82845389842987 74.750087857246399 119.68619823455811 74.164543747901917 67.721335291862488 526.09183788299561 3725.5783665180206 353.56246054172516 69.009976983070374 1692.5742614269257
leaf_count=681 24 22 46 23 29 33 23 81 88 16 44 24 36 55 50 62 26 31 305 2065 176 30 810
internal_value=0 -0.00159647 -0.00355085 0.00118247 3.79689e-05 0.000832645 0.000523521 0.000101339 0.00133998 -0.0010128 -0.00165155 0.00209626 -0.000384465 -7.10832e-05 -0.00127761 -0.00256471 0.00318404 -0.00398139 -0.00189367 4.51753e-05 -0.000296583 0.000439847 -0.000914817
internal_weight=0 222.083 130.386 91.6976 9337.92 1126.8 1053.78 909.459 430.666 478.794 171.163 159.419 95.8075 8211.12 721.67 319.375 144.317 199.688 600.842 7489.45 3763.87 1717.73 2046.14
internal_count=4780 115 70 45 4665 493 460 411 161 250 73 76 52 4172 410 174 49 112 355 3762 1697 711 986
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=24
num_cat=0
split_feature=141 110 58 83 133 60 115 40 12 94 24 71 4 125 15 53 106 20 5 118 38 119 47
split_gain=0.213886 0.478518 0.526622 0.648765 0.686367 0.626852 0.66144 0.568954 0.4914 0.528286 0.478059 0.39712 0.520418 0.400877 0.470318 0.734356 0.641202 0.609978 0.539831 0.520021 0.67827 0.592309 0.585322
threshold=0.010829726699739696 0.0035485138650983576 0.0013560238294303419 0.0020292587578296666 0.0037758676335215573 0.00062670491752214741 0.00899649551138282 0.0084566329605877417 0.002945306478068233 0.0019672545604407792 0.0011980500421486797 0.27827766537666326 0.00077738583786413084 0.001792412775103003 0.00057154725072905432 0.0020932231564074759 0.0098710241727530974 0.030689206905663017 0.0031340263085439806 0.00047558375808876013 0.0010263677686452868 0.00073092587990686308 0.029773407615721229
decision_type=2 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 -5 10 7 8 9 -7 -4 13 -13 14 15 18 19 -18 -1 21 -21 22 -16
right_child=1 -3 5 4 -6 6 -8 -9 -10 -11 -12 12 -14 -15 16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=-0.00060025420924697851 -0.0030610269426608935 -0.002731616076660252 -0.0070992700512499873 0.006395319763629552 0.00068360708813661555 -0.0027862947600781739 -0.0039621483230719628 -0.0019235467546593573 0.0065742306179548786 0.0027304117560572197 -0.0015940517791086406 0.00026847773829345327 0.0042596096528763764 0.00040454100434576335 -0.00057797289537141682 0.0067602822067559416 0.00059803230841185104 -0.0042989774832948033 0.005582560487469552 -0.0036786222385705386 -0.00013898163280252882 -0.0036535134611568932 0.0027499116922822418
leaf_weight=213.20919990539551 56.123560070991516 216.97753429412842 44.086626768112183 87.538914084434509 131.77192687988281 57.168225049972534 70.786572098731995 102.49469816684723 56.924248337745667 180.13480424880981 373.67281138896942 221.00980818271637 129.55617368221283 3667.3566067218781 1558.8593906164169 55.684401988983154 1373.8539218902588 66.67667031288147 42.310031652450562 343.98525714874268 223.12797069549561 142.32503712177277 144.36557173728943
leaf_count=128 40 121 31 36 73 29 49 57 19 64 193 71 36 1939 765 22 609 42 12 214 104 75 51
internal_value=0 -0.000576364 -0.000173468 0.00173589 0.00296346 -0.000767529 0.000490189 0.00128461 0.00240218 0.00140139 -0.00217502 9.70439e-05 0.00174345 2.33472e-05 -0.000312349 0.00155738 -0.000463358 0.000371368 0.000423524 -0.000961748 -0.00228597 -0.000554833 -0.000295901
internal_weight=0 1377.68 1160.7 275.434 219.311 885.268 467.509 396.722 294.227 237.303 417.759 8182.32 350.566 7831.75 4164.4 311.204 3853.19 1440.53 255.519 2412.66 567.113 1845.55 1703.22
internal_count=4780 712 591 149 109 442 218 169 112 93 224 4068 107 3961 2022 162 1860 651 140 1209 318 891 816
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=24
num_cat=0
split_feature=53 102 77 120 128 21 96 71 87 104 29 58 39 59 60 0 95 9 143 142 25 150 98
split_gain=0.216784 0.622383 1.10904 0.573977 0.653184 0.550855 0.525337 0.477015 0.377248 0.47561 0.384025 0.292634 0.291588 0.543931 0.578321 0.494736 0.58163 0.617215 0.479683 0.545971 0.476632 0.686844 0.640419
threshold=0.040252277627587325 0.00073092587990686308 0.0030382014811038975 0.00064626874518580746 0.0030382014811038975 0.0026012937305495147 0.00043393640953581786 0.0092791137285530585 0.016164712607860569 0.012636432424187662 0.011519505176693203 0.0062037324532866487 0.00017767510871635753 0.0072436286136507997 0.00039601318712811922 0.055838862434029586 0.034632634371519096 0.0011261500185355546 0.002945306478068233 0.0037758676335215573 0.00090704852482303988 0.012252715881913902 0.015675474889576439
decision_type=2 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 4 8 6 -2 -5 9 -3 -11 -12 13 15 -15 16 17 -1 19 20 21 -14 -22
right_child=1 3 -4 7 -6 -7 -8 -9 -10 10 11 -13 18 14 -16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00046587109188390275 0.00078771342771565456 -0.0074016967103252744 0.0086227687549797483 -0.001774777904001972 0.0020514460847768368 0.0031461606189343906 -0.0063271612947734361 0.0044983485968435053 0.00086478190054905591 -0.0062074747038830709 0.00084333869200916515 -0.0046083602397961878 0.00097067258767795741 7.6957469356019452e-05 0.0054120758421127898 -0.0044910707169080683 -0.0039919084498291615 0.005763773127256365 0.00017651723490844386 -0.0041440659320388642 -0.00081985207655208459 -0.0027403722127815771 -0.0047188481276066122
leaf_weight=1645.6375420093536 53.107118606567383 92.234359979629517 42.407622337341309 66.627874970436096 55.879583358764648 66.286307573318481 50.725016593933105 55.586811304092407 37.106669545173645 57.460997104644775 67.818925976753235 38.639287948608398 709.86855328083038 91.746406555175781 113.79970133304596 51.964862942695618 70.493800044059753 56.875452995300293 4870.7793509960175 111.61278069019318 882.5043910741806 151.24793827533722 119.58860754966736
leaf_count=716 24 67 16 40 30 26 34 18 14 41 35 23 303 47 36 31 37 17 2505 54 544 64 58
internal_value=0 -0.00085778 0.00138857 -0.00187062 -0.00290292 -0.000414798 -0.00268811 0.00107842 -0.00384695 -0.0045295 -0.00291337 -0.00113537 6.60896e-05 0.000592284 0.00303072 0.000317643 0.000458581 0.000642857 -8.99882e-05 -0.000747308 -0.00054383 0.000318858 -0.00128515
internal_weight=0 683.881 212.526 471.355 349.14 170.118 103.832 122.215 293.26 256.154 163.919 106.458 8876.12 2030.52 205.546 1824.97 1773.01 1702.51 6845.6 1974.82 1863.21 861.116 1002.09
internal_count=4780 368 100 268 210 84 58 58 180 166 99 58 4412 884 83 801 770 733 3528 1023 969 367 602
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=24
num_cat=0
split_feature=19 75 91 88 44 108 11 114 37 140 77 95 61 81 36 10 112 136 96 71 23 33 115
split_gain=0.209945 0.429111 0.409372 0.23241 0.268477 0.559298 0.622853 0.755704 0.99057 0.636151 0.605947 0.723824 0.591336 0.429132 0.35812 0.52044 0.351505 0.511816 0.796628 0.627422 0.569427 0.528812 0.510689
threshold=0.086341444402933135 0.0027679565828293566 0.0042751494329422721 0.030689206905663017 0.019431582652032379 0.00093549740267917525 0.00070876078098081063 0.00040826165059115743 0.00057154725072905432 0.0019672545604407792 0.00068727668258361529 0.0016846025246195497 0.00043393640953581786 0.0035485138650983576 0.00042089859198313212 0.0058306583669036635 0.0048403022810816774 0.00044738779251929378 0.00017767510871635753 0.012636432424187662 0.0031340263085439806 0.0011261500185355546 0.0054799309000372895
decision_type=2 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 16 -6 9 12 13 -7 -10 -12 -8 -9 15 -14 -1 18 -18 -20 -21 -22 -19
right_child=1 2 -4 -5 5 6 7 8 10 -11 11 -13 14 -15 -16 -17 17 22 19 20 21 -23 -24
leaf_value=9.7654806854039592e-05 -0.0033625103563540088 -0.0018229900001214686 0.0049178892520723915 -0.0010237718097239066 -0.0043829399736016305 0.0083722032678503512 -0.0013173451107857728 0.0011615903146686081 -0.0037640598750673729 0.0017985452867046706 0.0058467548213284081 -7.3155679915173127e-05 0.0037643058675291344 -0.0049394935516505235 0.0055245149053495292 -0.0012187046439686702 0.001351353369322344 -0.00029766178745332895 -0.0010826699074248821 -0.0013327794456924258 -0.0033410622894401842 -0.01037882754354774 0.0057327048495510527
leaf_weight=7032.3659461736679 130.38569450378418 51.916067600250244 39.781543612480164 490.05866587162018 49.289988875389099 52.960732579231262 100.76689839363098 35.866823196411133 53.253504633903503 120.63327252864838 83.429012298583984 135.49146592617035 144.26798105239868 146.72771096229553 101.811563372612 82.286756634712219 116.81614279747009 241.85208916664124 143.90645086765289 53.058323264122009 43.891445398330688 68.111698031425476 41.070185303688049
leaf_count=3487 70 29 16 335 29 18 40 17 30 47 29 64 47 94 29 36 52 118 86 22 23 47 15
internal_value=0 -0.00151936 0.00110143 3.61349e-05 9.48402e-05 0.000823246 0.00106591 0.000528147 -0.000892037 0.00380406 0.0010193 0.00218288 0.00203317 -0.00374107 0.00306135 0.00195443 -9.3042e-06 -0.00107064 -0.00216594 -0.00349577 -0.0055996 -0.00762089 0.000577732
internal_weight=0 222.083 91.6976 9337.92 8847.86 1106.79 1057.5 883.902 454.769 173.594 272.174 218.92 429.133 182.595 328.366 226.555 7741.07 708.706 425.784 308.968 165.061 112.003 282.922
internal_count=4780 115 45 4665 4330 480 451 386 234 65 123 93 152 111 112 83 3850 363 230 178 92 70 133
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=24
num_cat=0
split_feature=135 121 114 28 20 120 112 96 108 140 101 117 39 142 26 34 27 127 94 110 115 109 109
split_gain=0.209008 0.605611 0.567566 0.435664 0.375784 0.910107 0.650701 0.670932 0.426553 0.394657 0.3177 0.303313 0.286062 0.364343 0.26801 0.259402 0.511732 0.709057 0.6648 0.563591 0.625189 0.551181 0.473363
threshold=0.0079489401541650313 0.0025217677466571335 0.00068727668258361529 0.0020292587578296666 0.0019071503775194289 0.00055427959887310873 0.00017767510871635753 0.00066645268816500913 0.0038949446752667431 0.0038949446752667431 0.0030382014811038975 0.012636432424187662 0.00040826165059115743 0.00244467705488205 0.0031340263085439806 0.0010263677686452868 0.0020292587578296666 0.0012745757703669371 0.0048403022810816774 0.00044738779251929378 0.00017767510871635753 0.0066005610860884198 0.0034400182776153092
decision_type=2 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 11 6 9 7 -3 -9 -6 -11 -2 -8 -14 -15 16 17 18 21 20 -19 -1 -20
right_child=1 4 -4 -5 5 -7 12 8 -10 10 -12 -13 13 14 -16 -17 -18 19 22 -21 -22 -23 -24
leaf_value=-0.00062508575787418783 0.0015627791006808511 0.00025164899019767981 -0.0019163420078095038 -0.0025195166068797117 0.0058792186080275921 -0.0057873481116046286 0.0015077872436010439 -0.011099443982935409 -0.0044487796567076352 -0.0020347593056766443 0.0033572025898126858 0.0052928413784161157 -0.0058169169516379101 -0.0024925409490690279 0.0010867019343275411 0.00021194128781230122 -0.0017841632382697978 0.0048415375864945785 0.0002739691752682224 0.0058015717720110499 -0.0029533844514015532 -0.0048825546158756984 0.0060078774699392481
leaf_weight=557.36080586910248 135.19869387149811 39.683952927589417 121.36520266532898 41.265366673469543 47.610984444618225 48.001347184181213 78.079264163970947 44.086626768112183 53.20470929145813 59.745508432388306 50.334653854370117 91.307248473167419 49.241193532943726 130.14171779155731 87.441323399543762 6973.449958562851 518.26239705085754 45.033701062202454 94.177303910255432 88.729965090751648 59.989485144615173 88.026867508888245 58.261685371398926
leaf_count=295 52 12 77 23 14 30 25 31 28 27 18 29 27 60 32 3494 307 16 39 31 37 56 20
internal_value=0 -0.000656229 0.000920023 0.00220558 -0.00154832 0.0002408 -0.00231202 -0.00522756 -0.00746246 0.00207577 0.00043074 0.00306641 -0.00115414 -0.00193308 -0.00105413 8.32893e-05 -0.000510911 0.000154572 -0.000504325 0.00286774 0.00038906 -0.00120578 0.00246545
internal_weight=0 1076.71 389.137 267.771 687.571 205.692 481.879 136.975 97.2913 157.691 110.08 226.506 344.903 266.824 217.583 8483.29 1509.84 991.58 797.827 193.753 105.023 645.388 152.439
internal_count=4780 485 181 104 304 89 215 71 59 59 45 81 144 119 92 4295 801 494 410 84 53 351 59
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=24
num_cat=0
split_feature=141 46 150 113 8 1 80 109 125 114 50 47 83 142 93 148 34 12 121 35 70 38 134
split_gain=0.209133 0.431438 0.50128 0.717481 0.542622 0.496652 0.767614 0.614632 0.675712 0.610058 0.471453 1.04607 0.445559 0.443499 0.695466 0.408844 0.394955 0.380506 0.353117 0.459683 0.769273 0.536072 0.72343
threshold=0.0005893622583243997 0.21471316367387774 0.00099512818269431613 0.00017767510871635753 0.0095705352723598498 0.0037758676335215573 0.00050559637020342063 0.0066005610860884198 0.0048403022810816774 0.0012745757703669371 0.037906534969806678 0.00747153488919139 0.0020292587578296666 0.00073092587990686308 0.0033348383149132137 0.00244467705488205 0.0012745757703669371 0.00087947337306104611 0.04273676127195359 0.00044738779251929378 0.0013986918493174019 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 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 12 8 9 -8 13 -12 -1 14 -5 -7 -15 -14 19 20 21 22 -2
right_child=18 -3 3 4 -6 15 7 -9 -10 -11 11 -13 17 16 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00030384523092482892 -0.0025316071314137626 0.0044022441902671836 0.0049593135705510013 0.0033827244146793153 0.0041623751795677932 -0.008200236709477355 0.0059599332811281977 -0.0039395384570157415 -0.0030617538874978039 0.00038720911171054507 -0.0015403388625140455 0.0061205265190741815 -0.0071869825777748008 -0.0054138665400515294 -0.0035743118480858101 -0.0013420665306729364 -0.00070853011724000424 -0.0017172443130463698 0.001150132438627051 -5.9579485152017444e-05 -0.0045980639293370026 0.0014628075136308475 0.0023372231834716518
leaf_weight=166.49649441242218 377.58753180503845 67.574949264526367 103.4417724609375 144.51195776462555 95.368354916572571 37.350646257400513 124.40160691738129 42.651599049568176 44.086626768112183 81.144500970840454 84.815244674682617 93.884531855583191 58.749638795852661 49.387579560279846 47.806165814399719 51.964862942695618 459.77669775485992 69.302749037742615 515.98897874355316 6386.6056495904922 146.43493890762329 215.05455315113068 95.612331628799438
leaf_count=97 192 25 42 57 34 24 40 26 31 43 32 27 40 33 22 31 224 42 160 3336 82 96 44
internal_value=0 0.000481822 0.000330881 0.000999789 0.000579943 -0.000736555 -0.000207889 0.00160746 0.0025552 0.00375996 0.000191784 0.00248449 -0.00200928 -0.000392274 0.00165335 -0.00421007 -0.00116494 -0.00422673 -0.000113506 -0.000203797 -0.00130728 -0.000607119 -0.00154784
internal_weight=0 1822.72 1755.14 1078.99 975.551 676.149 586.833 292.284 249.633 205.546 880.182 178.7 294.549 701.482 192.318 89.3155 509.164 128.052 7737.28 7221.3 834.689 688.254 473.2
internal_count=4780 870 845 471 429 374 319 140 114 83 395 59 179 336 79 55 257 82 3910 3750 414 332 236
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=24
num_cat=0
split_feature=10 117 98 59 63 104 144 45 78 108 8 54 27 68 118 79 127 93 78 82 70 131 109
split_gain=0.203232 0.461894 0.583802 0.426682 0.408654 0.487834 0.666436 0.586675 0.487418 0.519213 0.618698 0.730237 0.646878 0.51156 0.622705 0.648105 0.507045 0.484117 0.489728 0.532115 0.45721 0.446926 0.416296
threshold=0.00899649551138282 0.066585760563611998 0.0016331639490090313 0.0044099434744566688 0.014740333426743748 0.0070226341485977182 0.0020292587578296666 0.00082683752407319855 0.029773407615721229 0.0030382014811038975 0.000490355829242617 0.01884530205279589 0.00017767510871635753 0.0045489775948226461 0.0012745757703669371 0.0058306583669036635 0.00017767510871635753 0.0070226341485977182 0.0031340263085439806 0.0015833032084628942 0.0019071503775194289 0.011880517937242987 0.00747153488919139
decision_type=2 2 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 9 -7 11 -11 16 -14 17 -16 20 -15 19 -19 -12 -9 -13
right_child=1 2 3 -5 -6 8 -8 21 -10 10 12 22 13 14 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00015025703153298054 0.0027537661470740473 0.0016378850457884364 -0.0025130186865096006 -0.0096903785074412604 0.0039190938498919097 -0.0015519572899358629 0.0010082657228771437 -0.0036469860948359755 0.0039431112886377483 -0.00097588791895120803 -0.0039449185547308146 0.0071070742167664543 -0.0025282425573382502 -0.0007397260163049652 0.0045169066407124954 -0.0010453123016273701 -0.0073224442651594049 0.0082204093853136938 -0.0016799346582234442 0.0013490015254640935 0.0015551740025137924 0.0016857814848792061 0.0015371208832226386
leaf_weight=6709.6621280908585 47.757370471954346 39.879134297370911 46.46872878074646 37.350646257400513 58.408071398735046 456.25234007835388 190.32638430595398 378.27066659927368 78.420831561088562 81.242091655731201 78.469626903533936 87.392528057098389 127.80841112136841 499.85101342201233 184.24470603466034 73.168674111366272 45.375268459320068 47.659779787063599 51.916067600250244 68.912386298179626 72.875902056694031 43.842650055885315 54.444555640220642
leaf_count=3338 20 20 21 24 26 241 105 220 39 47 41 30 72 252 71 39 30 16 29 26 27 21 25
internal_value=0 -0.000353703 -0.00334201 -0.00571131 -0.000218134 -0.000308699 -0.00148778 -0.00249883 7.89564e-05 -7.80856e-05 0.000378325 0.00280398 -5.44683e-05 0.000436974 0.000846349 0.00293587 -0.00268644 4.15618e-05 0.00235939 0.00415833 -0.00129651 -0.0030931 0.00496903
internal_weight=0 2850.34 123.699 83.8194 2726.64 2668.23 660.197 469.871 2008.03 1929.61 1473.36 223.079 1250.28 1053.56 925.753 257.413 196.721 668.339 168.488 116.572 151.346 422.113 141.837
internal_count=4780 1442 65 45 1377 1351 366 261 985 946 705 102 603 505 433 110 98 323 71 42 68 241 55
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=24
num_cat=0
split_feature=19 113 5 12 88 0 54 119 33 53 9 127 122 143 98 74 79 33 33 95 43 92 54
split_gain=0.205345 0.610507 0.629778 0.6279 0.645735 0.557581 0.508946 0.410843 0.525509 0.520757 0.648176 0.611507 0.620021 0.771778 0.753824 0.812508 0.615341 0.54548 0.95418 0.534501 0.523326 0.518455 0.513529
threshold=0.011880517937242987 0.0051502294372767219 0.0053125319536775359 0.010180860292166473 0.011519505176693203 0.0026833302108570938 0.0035485138650983576 0.00044738779251929378 0.017724351026117805 0.0048403022810816774 0.00037263428384903824 0.062805486842989935 0.00040826165059115743 0.0056525857653468856 0.02636832278221846 0.0032328735105693345 0.0026012937305495147 0.011519505176693203 0.0036604277556762104 0.0042751494329422721 0.0068083447404205808 0.028020657598972324 0.00087947337306104611
decision_type=2 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 5 6 -5 -3 -2 9 -9 10 17 12 14 -14 15 16 -11 18 -1 21 22 -15 -18
right_child=1 2 -4 4 -6 -7 -8 8 -10 11 -12 -13 13 19 -16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.00069341833403385419 -0.00063953705211050886 -0.00093130220062477185 -0.0028591306670702208 0.0055405745605649342 -0.0012639217017584611 0.0036014023718356127 -0.0027686044466405471 -0.00090855010634936393 0.0031232293530731228 0.00027224315047715187 -0.00090340751069028678 0.0055057946218809925 0.0039628465655905474 -0.0018454130454966288 0.0023679196778387253 0.0065696197881837289 0.0015643932189971543 0.0044334098152474565 -0.0028786027517815199 0.0031128465419239162 -0.0069040883200181674 0.0025006429818667359 -0.0022955406061417566
leaf_weight=1707.217310667038 1026.4507675170898 96.852177977561951 74.359725117683411 73.022288084030151 66.725465655326843 226.5547376871109 386.34408414363861 1306.09266102314 86.152681708335876 1017.8893965482712 1488.7847858667374 67.574949264526367 283.62537205219269 220.74586868286133 333.52086782455444 42.505213022232056 114.23885941505432 83.380216956138611 209.94878172874451 151.15034759044647 46.615114808082581 99.575847387313843 350.67244231700897
leaf_count=872 524 41 34 33 44 83 228 684 33 496 799 25 108 114 108 20 54 27 102 60 27 45 219
internal_value=0 -0.000457735 0.00128998 -0.000905507 0.00229163 0.00224397 -0.00122175 0.000117314 -0.000659062 0.000291165 -0.00011345 0.000808678 0.000689376 0.00190188 0.000208877 -0.000249215 -0.000438723 0.000474428 0.000302246 0.000662063 -0.00185348 -0.000494389 -0.00134707
internal_weight=0 1950.31 397.767 1552.54 139.748 323.407 1412.79 7609.69 1392.25 6217.45 3489.33 2728.11 2660.54 755.097 1905.44 1571.92 1529.42 2000.55 1917.17 471.472 511.526 320.322 464.911
internal_count=4780 987 158 829 77 124 752 3793 717 3076 1800 1276 1251 327 924 816 796 1001 974 219 300 159 273
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=24
num_cat=0
split_feature=125 75 43 106 97 123 100 148 5 45 10 75 119 39 37 24 113 113 82 8 60 1 146
split_gain=0.199648 0.487356 0.705217 0.768748 0.537441 0.676163 0.588581 0.52649 0.596872 0.543865 0.511896 0.824559 0.493091 0.538165 0.706695 0.509571 0.479123 0.479085 0.584938 0.456548 0.504861 0.44157 0.413365
threshold=0.001792412775103003 0.0005375427135732026 0.024810968898236755 0.011519505176693203 0.0022975050378590827 0.0017376682371832433 0.0044099434744566688 0.041476719081401832 0.014740333426743748 0.0045489775948226461 0.004017772153019906 0.0042751494329422721 0.00044738779251929378 0.0019071503775194289 0.0020932231564074759 0.004017772153019906 0.0010585968848317864 0.019431582652032379 0.00047558375808876013 0.0021592099219560628 0.025578102096915249 0.00039601318712811922 0.0046923852059990176
decision_type=2 2 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 -4 5 6 12 8 19 22 11 -9 13 -1 -15 16 -14 18 21 20 -3 -8 -10
right_child=-2 2 3 -5 -6 -7 17 10 9 -11 -12 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00025383574676378622 0.0002432508839217667 -0.00049184727894708755 -0.0067869836440273158 0.00041772759455825344 -0.0041950663604692203 0.00342163731391495 -0.0049291882008784633 0.0082459961458696256 0.0014386492767634429 0.0040034562284509585 -0.00033225764884810575 0.00027739239898861922 -0.0013242538758202725 -0.0049381775139025691 0.0025189772671099409 0.0012296024506806111 -0.0083582159830852421 -0.00098919384534479435 0.0020986089547555659 -0.0017500442385303687 0.004736550702878527 0.0019607369341535152 -0.0046457519274051154
leaf_weight=924.72792506217957 4481.2325137853622 763.47249507904053 94.470075964927673 60.887764096260071 65.290437936782837 172.25656807422638 55.879583358764648 58.261685371398926 76.839417815208435 117.86080777645111 172.98849821090698 73.315060138702393 42.602803707122803 115.7226824760437 43.793854713439941 42.456417679786682 56.074764728546143 226.40835165977478 720.05126357078552 1062.590399980545 49.143602848052979 39.830338954925537 43.842650055885315
leaf_count=391 2361 455 51 20 39 64 30 20 28 41 94 45 24 61 19 18 38 77 236 606 23 18 21
internal_value=0 -0.000214632 -0.000697856 -0.00396332 0.000281822 0.000401626 0.000172207 -0.000488076 -0.000768117 0.00158761 0.00145547 0.00380586 -0.00057069 -0.000208822 -0.00289088 -0.0033507 -0.00532139 0.0010457 0.00161047 -0.00106779 -0.000175656 -0.0020619 -0.000771756
internal_weight=0 5078.77 2573.67 155.358 2505.09 2439.8 2267.55 2418.31 2113.75 238.543 304.565 131.577 1225.38 1084.24 159.517 141.134 98.6776 1042.17 815.761 1875.21 812.616 95.7099 120.682
internal_count=4780 2419 1404 71 1015 976 912 1333 1174 90 159 65 551 471 80 80 62 361 284 1084 478 48 49
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=24
num_cat=0
split_feature=18 17 73 1 131 11 60 102 15 72 15 46 115 73 112 133 38 91 131 115 12 28 104
split_gain=0.197119 0.20912 0.775725 0.563249 0.702233 0.702389 0.618493 0.551985 0.513505 0.773029 0.808443 0.795085 0.563152 0.491565 0.699949 0.857229 0.598658 0.705202 0.594425 0.66487 0.779075 0.776481 0.667936
threshold=0.13848232477903369 0.00077738583786413084 0.0020292587578296666 0.00093549740267917525 0.000490355829242617 0.00085274505545385193 0.00039601318712811922 0.00017767510871635753 0.034632634371519096 0.0020932231564074759 0.012636432424187662 0.0028552538715302949 0.0011980500421486797 0.0023699469165876512 0.0038949446752667431 0.0010263677686452868 0.00017767510871635753 0.0035485138650983576 0.0033348383149132137 0.010829726699739696 0.0033348383149132137 0.0022975050378590827 0.0010918468469753864
decision_type=2 2 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 -6 -4 9 10 11 -9 -11 14 18 -16 17 -17 19 20 21 -1 -22
right_child=-2 2 7 -5 6 -7 -8 8 -10 12 -12 -13 -14 -15 15 16 -18 -19 -20 -21 22 -23 -24
leaf_value=0.001215952958619014 -0.002192791952827817 0.0021400452355584782 -0.0019777306665478291 -0.0015037030862313241 -0.0016456721792003561 -0.0028814444141915339 0.0020778718885162248 0.0066210942049954096 -0.0028907426221463921 0.0049712892702851947 0.0073733791574640724 -0.00072583231697192585 0.00028998704249476786 -0.00045991333955234409 0.0018953399630631407 -0.0075477860141534153 -0.00050054847542824914 -0.00059773722372544419 -0.001101610610694868 -0.0040525020416597949 0.0083696206423973848 -0.0021880011447300628 0.0022207507196177144
leaf_weight=2272.7513480186462 101.40123784542084 92.791071534156799 199.4932621717453 1364.0615743398666 148.91463160514832 279.105144739151 444.13777887821198 52.911937236785889 89.217918515205383 67.623744606971741 88.681169748306274 121.12122595310211 1285.4056358337402 1710.9257566928864 144.6095484495163 97.437722086906433 147.57719457149506 58.359276056289673 348.2615077495575 61.375717520713806 64.948870539665222 180.86673438549042 138.01995396614075
leaf_count=910 66 36 104 692 76 138 175 16 51 27 29 67 751 1024 61 65 75 24 174 40 25 94 60
internal_value=0 2.35079e-05 -0.000237682 -0.000849715 7.47686e-05 -0.00162854 0.0011429 0.000510791 0.000801967 0.00100587 0.00348782 0.00150788 0.000523956 0.000235127 0.000573514 -0.00127261 -0.00278268 -0.0049444 0.000843237 0.00109244 0.0012113 0.000965033 0.00418835
internal_weight=0 9458.6 4233.47 2329.01 964.949 371.896 593.052 1904.45 1704.96 1615.74 262.714 174.033 1353.03 5225.13 3514.21 447.984 303.374 155.797 3066.22 2717.96 2656.59 2453.62 202.969
internal_count=4780 4714 2162 1117 425 174 251 1045 941 890 112 83 778 2552 1528 225 164 89 1303 1129 1089 1004 85
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=24
num_cat=0
split_feature=53 71 102 12 100 99 102 95 95 98 45 69 107 42 39 25 95 34 1 102 74 145 59
split_gain=0.192886 0.465457 0.786057 0.657055 0.586372 0.554483 0.445592 0.439752 0.440247 0.437976 0.372071 0.338654 0.269326 0.413017 0.411794 0.604969 0.435719 0.490755 0.569102 0.557115 0.571239 0.436348 0.425036
threshold=0.040252277627587325 0.017724351026117805 0.00073092587990686308 0.00040826165059115743 0.0016331639490090313 0.0046923852059990176 0.013439828064292671 0.0042751494329422721 0.0072436286136507997 0.00080172589514404546 0.041476719081401832 0.0022975050378590827 0.0021592099219560628 0.014293605927377941 0.00017767510871635753 0.0095705352723598498 0.0072436286136507997 0.021960759535431865 0.00039601318712811922 0.0016846025246195497 0.00037263428384903824 0.0026833302108570938 0.00080172589514404546
decision_type=2 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 -2 10 7 11 -9 -8 -3 -4 13 -1 15 16 17 18 19 -14 -21 -19 -20
right_child=1 5 6 -5 -6 -7 9 8 -10 -11 -12 -13 14 -15 -16 -17 -18 21 22 20 -22 -23 -24
leaf_value=-0.00015214118165911641 -0.0020601491485925799 -0.0072128618891668071 -0.0056319140922550708 0.0082639283226890719 0.0057890398201323537 9.2042964636420503e-05 -0.0018789801342761617 0.0043706646003981676 -0.0023749436215401536 0.0052974752122611247 -0.0014992031552638761 0.00068800378691253878 -0.00090810934321990968 -0.0030976185244533288 6.4916842828193223e-05 0.0045683467332508221 -0.0023738881955097995 0.00092921597416062017 0.00058951351760765829 0.0040908587280688883 -0.0028635535326754905 -0.0056191058164134014 0.0045417673904062771
leaf_weight=3859.7035628557205 62.566768527030945 73.41265082359314 104.32008862495422 43.696264028549194 38.395311236381531 96.754587292671204 41.362957358360291 37.155464887619019 69.302749037742615 43.745059370994568 46.566319465637207 26.602354645729065 289.0239155292511 122.80023038387299 3801.1801612377167 116.71855211257935 99.624642729759216 54.249374270439148 102.10433542728424 141.69069766998291 37.301850914955139 47.903756499290466 203.81830811500549
leaf_count=2073 35 49 78 15 13 37 27 16 42 17 25 14 114 82 1827 48 47 17 41 49 22 26 66
internal_value=0 -0.00080912 7.93771e-05 0.00314173 0.000924853 -0.00272418 -0.0012943 -0.00240717 -2.06283e-05 0.00180968 -0.00499527 -0.00434776 6.23405e-05 -0.000242965 0.000310803 0.00116637 0.000759419 0.00111572 0.00154565 0.000449462 0.00264157 -0.00214156 0.00322267
internal_weight=0 683.881 467.147 144.658 100.962 216.734 322.489 237.381 106.458 85.108 119.979 130.922 8876.12 3982.5 4893.62 1092.44 975.717 876.092 773.939 468.016 178.993 102.153 305.923
internal_count=4780 368 257 63 48 111 194 150 58 44 74 92 4412 2155 2257 430 382 335 292 185 71 43 107
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=24
num_cat=0
split_feature=97 115 141 133 122 54 10 76 34 72 34 72 77 46 58 19 34 71 108 107 36 147 136
split_gain=0.193138 0.317078 0.218761 0.481574 0.74902 0.491186 0.469621 0.483417 0.447879 0.55923 0.450871 0.545281 0.519853 0.443925 0.601655 0.474277 0.502008 0.421246 0.376897 0.362559 0.405179 0.325318 0.323454
threshold=0.04273676127195359 0.0063990866765379914 0.007706565549597145 0.0037758676335215573 0.00066645268816500913 0.0023699469165876512 0.022641776129603389 0.00064626874518580746 0.00017767510871635753 0.0012357163941487672 0.0021592099219560628 0.001792412775103003 0.001792412775103003 0.0045489775948226461 0.013860232196748258 0.00077738583786413084 0.0041444667149335155 0.025578102096915249 0.017724351026117805 0.0045489775948226461 0.0010918468469753864 0.0045489775948226461 0.0044099434744566688
decision_type=2 2 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 6 -6 7 13 -5 17 12 -12 -11 15 19 -4 -17 -10 -13 20 -15 -20 -1
right_child=1 -3 3 8 5 -7 -8 -9 9 10 11 18 -14 14 -16 16 -18 -19 21 -21 -22 -23 -24
leaf_value=8.9005389775417745e-05 -0.0054841112035598659 -0.00041253813321289801 -0.0014254296126769489 0.0026569691941144887 0.0003767346269027961 0.005693305280235714 -0.0056476256735069254 -0.0037977236822891239 -0.0020371272119018911 -0.0092019434019302154 0.0036905029195993403 -0.00031628001457840267 -0.0018163102487086238 -0.0081298260617273764 0.004120157428534864 0.0011588025249764195 0.006788030637167263 -0.0067634213735822298 -0.0071317410177816152 0.00093549971472388122 -0.0010487359968773568 -0.0006393558646358785 0.0018509069502991469
leaf_weight=7176.4675784111023 41.460548043251038 120.07656097412109 63.953000903129578 78.225650191307068 75.69716215133667 101.95794939994812 38.688083291053772 67.916516661643982 147.6747852563858 29.423614740371704 78.274445533752441 676.99820876121521 125.23112773895264 44.135422110557556 39.635157585144043 88.876351118087769 71.440874338150024 69.253953695297241 40.025520324707031 39.781543612480164 37.253055572509766 37.253055572509766 270.29979705810547
leaf_count=3581 31 78 38 31 35 35 25 39 79 22 33 355 74 33 10 37 22 40 26 16 20 20 100
internal_value=0 -0.00171422 2.94634e-05 -0.000441736 0.000645388 0.00342796 -0.00036002 9.15714e-05 -0.00100917 -0.00124733 -0.000742228 -0.000281687 -0.00322145 0.000777534 -0.00122734 0.00221506 0.00366731 -0.00354598 -0.000693897 -0.00297653 -0.00488868 -0.00400201 0.000152958
internal_weight=0 161.537 9398.46 1951.7 669.335 177.655 491.68 452.992 1282.36 1204.13 987.206 832.551 154.655 385.075 160.805 224.27 160.317 216.929 754.277 121.17 81.3885 77.2786 7446.77
internal_count=4780 109 4671 990 310 70 240 215 680 649 530 434 96 176 79 97 59 119 401 69 53 46 3681
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=24
num_cat=0
split_feature=125 75 87 51 77 14 32 29 124 149 47 91 42 78 81 44 63 144 124 53 129 52 25
split_gain=0.186664 0.530543 0.788653 0.923485 0.719603 0.782843 0.660007 0.653402 0.603289 0.677445 0.57676 1.00404 0.762295 0.638509 0.554701 0.551073 0.548566 0.502804 0.860079 0.742005 0.558222 0.672015 0.68393
threshold=0.001792412775103003 0.00064626874518580746 0.0058306583669036635 0.0015833032084628942 0.016164712607860569 0.00082683752407319855 0.002945306478068233 0.0053125319536775359 0.000490355829242617 0.041476719081401832 0.0066005610860884198 0.0028552538715302949 0.00047558375808876013 0.0019071503775194289 0.0031340263085439806 0.0070226341485977182 0.0019071503775194289 0.00082683752407319855 0.011169348377734424 0.013032016810029747 0.02636832278221846 0.0015349716995842757 0.0068083447404205808
decision_type=2 2 2 2 2 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 14 10 17 12 -12 -3 -14 -2 -9 -15 -10 19 20 21 -19 -23
right_child=1 6 -4 -5 -6 -7 -8 15 9 -11 11 -13 13 16 -16 -17 -18 18 -20 -21 -22 22 -24
leaf_value=-0.00020753470026187794 -0.0026390807847611174 -0.0011443027781735673 -0.0054688285860524872 0.001570738658292715 0.0020964651059253961 -0.0087224360721602119 -0.00049933381540240112 -0.0072072431458779706 -0.00085685209054416241 0.0058214235529253835 -0.0027351190298363602 0.0044563248705982231 0.0099722293067293494 0.0067276108674092913 0.0048327944166345685 -4.8992284316693372e-05 0.00097144375253413072 0.0003738042858466481 -0.00074548119221279493 -0.0011294237817801864 -0.0017569677792286576 0.0049967044733564081 0.00086934492078047539
leaf_weight=5078.767449259758 51.818476915359497 57.168225049972534 86.543044447898865 314.19124245643616 76.888213157653809 54.786123037338257 1179.8944962024689 73.315060138702393 565.43422341346741 59.501531720161438 109.08429265022278 87.441323399543762 55.538015961647034 80.754138231277466 47.708575129508972 42.456417679786682 84.912835359573364 190.37517964839935 513.44939768314362 175.858553647995 70.786572098731995 364.86746370792389 138.45911204814911
leaf_count=2419 25 29 49 123 30 39 678 45 303 17 58 32 16 27 18 18 36 107 325 104 49 155 78
internal_value=0 0.000235208 -0.000980489 -0.000392988 -0.00217118 -0.00338611 0.000478673 -0.00202819 0.000930557 0.000563229 0.00253843 0.000464613 0.00400251 0.00533265 0.000942584 -0.00458213 0.00377728 0.000408283 0.00090034 0.00179899 0.00247263 0.00290423 0.00386132
internal_weight=0 4481.23 747.707 661.164 346.973 270.085 3733.53 215.299 2553.63 2078.73 474.899 196.526 278.373 221.205 99.5271 115.771 165.667 2019.23 1453.8 940.347 764.488 693.702 503.327
internal_count=4780 2361 347 298 175 145 2014 106 1336 1138 198 90 108 79 43 63 63 1121 818 493 389 340 233
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=24
num_cat=0
split_feature=92 101 8 114 87 142 119 110 115 98 150 149 1 53 145 91 146 1 116 19 51 44 84
split_gain=0.191161 0.561166 0.497886 0.492395 0.650822 0.512629 0.477669 0.438771 0.842562 0.843586 0.676609 0.56512 0.445665 0.43823 0.623453 0.538608 0.766541 0.643236 0.491917 0.836505 0.696771 0.605281 0.488699
threshold=0.002945306478068233 0.0042751494329422721 0.012252715881913902 0.000490355829242617 0.0022975050378590827 0.011519505176693203 0.0015833032084628942 0.0019071503775194289 0.0063990866765379914 0.0051502294372767219 0.007706565549597145 0.0035485138650983576 0.0098710241727530974 0.0011980500421486797 0.00044738779251929378 0.00075379351619631063 0.0010263677686452868 0.0018488886416889729 0.015200819820165636 0.017188700847327713 0.0018488886416889729 0.011519505176693203 0.0005375427135732026
decision_type=2 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 -6 7 10 -9 11 12 -10 -2 22 -15 16 -16 -18 19 21 -21 -17 -3
right_child=1 13 -4 4 5 -7 -8 8 9 -11 -12 -13 -14 14 15 18 17 -19 -20 20 -22 -23 -24
leaf_value=0.00031679420180443863 0.00050676406155151545 0.0040318508476168118 -0.0021415727552200874 -0.00027997001253198087 -0.001291868942412674 -0.0048029829669233816 -0.0037918117720008439 0.00026223683471625613 0.0038030090573511009 -0.0015286813848694372 -0.002968917891409384 0.01080176749625244 -0.0017769066464504114 -0.0034986982371097985 0.0039170860251624157 0.0018980424079801225 -0.0070464430145400396 -0.0002498699810596613 -0.0025728958667487574 0.0033414261412738743 -0.0047403866995223238 0.0058065001252660337 -0.00095763269220935216
leaf_weight=2526.7379611730576 1328.6827045679092 212.03811168670654 280.97933053970337 2377.9763621091843 402.2469425201416 140.18691182136536 77.278575897216797 482.70830869674683 73.168674111366272 43.940240740776062 196.81838810443878 47.610984444618225 254.5721572637558 83.819375038146973 50.334653854370117 468.16285014152527 62.664359211921692 78.323240876197815 65.241642594337463 41.118980646133423 75.892343521118164 125.6414532661438 63.855410218238831
leaf_count=1041 695 80 161 1348 234 95 46 249 39 25 102 14 155 45 18 191 39 35 37 17 43 37 34
internal_value=0 0.000257309 -0.000145801 -0.00019428 -0.000636461 -0.00219928 7.80793e-05 0.000201276 0.00131591 0.00440368 -0.000204126 0.0065619 0.000139572 0.00110349 0.000638016 0.000996445 -0.00137969 -0.00327072 0.00158224 0.00196361 -0.00190035 0.00272502 0.00287704
internal_weight=0 4112.85 2785.76 5447.15 2920.41 542.434 2504.78 2427.5 647.428 164.72 1780.07 120.78 1583.25 1327.09 1051.2 967.38 191.322 140.988 776.057 710.816 117.011 593.804 275.894
internal_count=4780 2062 1486 2718 1677 329 1325 1279 327 78 952 53 850 576 462 417 92 74 325 288 60 228 114
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=24
num_cat=0
split_feature=129 12 94 121 128 50 26 127 44 73 4 144 144 12 114 20 138 39 95 69 87 19 13
split_gain=0.177673 0.236748 0.454308 0.616946 0.732811 0.405289 0.50575 0.509939 0.502421 0.445432 0.45975 0.43216 0.59684 0.611317 0.540336 0.426763 0.39495 0.39375 0.574289 0.73913 0.6419 0.402466 0.338495
threshold=0.059226244688034065 0.0033348383149132137 0.028884131461381916 0.00064626874518580746 0.0048403022810816774 0.05109804309904576 0.0038949446752667431 0.024066280573606495 0.0015349716995842757 0.010829726699739696 0.0019672545604407792 0.016668972559273246 0.00082683752407319855 0.010180860292166473 0.00082683752407319855 0.0070226341485977182 0.00096484774257987748 0.0021592099219560628 0.0012745757703669371 0.0011261500185355546 0.0017376682371832433 0.002945306478068233 0.0013986918493174019
decision_type=2 2 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 5 4 -4 6 7 9 -9 10 11 12 13 -3 -14 17 -7 21 -19 -20 -21 -16 -1
right_child=-2 2 3 -5 -6 16 -8 8 -10 -11 -12 -13 14 -15 15 -17 -18 18 19 20 -22 -23 -24
leaf_value=-7.9366608424728986e-05 -0.0013495408063931638 -0.0026368439838612007 0.0093508017618448083 -0.00097695087350893237 0.00086416232205841219 -0.0066906175769979384 0.0060951764259221317 0.00099804407492263343 0.0084344945473239352 -0.00068565629965837438 -0.00078067217321906208 -0.0020924235660014653 0.0079157297040115746 0.0037344631285056878 0.0051430364359531513 -0.00168906244008731 -0.0002991927064193496 -0.0022347912873996812 -0.0026053943130507676 0.0012248672341285084 0.0087670080611621567 0.00090438642184544483 -0.0032221390352832856
leaf_weight=6700.6926548480988 237.81981527805328 129.34102952480316 54.298169612884521 61.082945466041565 47.854961156845093 39.976724982261658 38.444106578826904 58.554457426071167 37.106669545173645 911.56647562980652 342.5014340877533 81.437273025512695 42.456417679786682 53.107118606567383 188.30581247806549 66.725465655326843 61.131740808486938 84.160942435264587 44.086626768112183 55.928378701210022 56.924248337745667 79.709473252296448 86.787021160125732
leaf_count=3078 168 81 19 28 24 24 15 32 14 605 207 55 18 24 76 44 30 59 31 32 19 38 59
internal_value=0 3.44284e-05 0.000446758 0.00299818 0.00537513 0.000271135 0.000409075 0.000311134 0.00388262 0.000151203 0.000774101 0.00137773 0.00173065 -0.00078228 0.00247217 0.00207082 -0.00282626 0.0025636 0.00109753 0.00288454 0.00502922 0.00388243 -0.000119551
internal_weight=0 9322.18 2534.7 163.236 102.153 2371.46 2270.36 2231.91 95.6611 2136.25 1224.68 882.183 800.746 182.448 618.297 575.841 101.108 509.115 241.1 156.939 112.853 268.015 6787.48
internal_count=4780 4612 1475 71 43 1404 1350 1335 46 1289 684 477 422 105 317 299 54 255 141 82 51 114 3137
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=24
num_cat=0
split_feature=4 38 71 19 12 89 113 121 45 99 54 8 127 17 78 140 60 104 1 101 118 117 75
split_gain=0.183431 0.280633 0.20718 0.197278 0.510852 0.668893 0.662066 0.567247 0.585247 0.512034 0.411544 0.421541 0.508539 0.424014 0.474048 0.440503 0.407353 0.36802 0.4062 0.353336 0.426239 0.714251 0.649522
threshold=0.015675474889576439 0.00085274505545385193 0.025578102096915249 0.011880517937242987 0.010180860292166473 0.00047558375808876013 0.0051502294372767219 0.0053125319536775359 0.0031340263085439806 0.0016846025246195497 0.0035485138650983576 0.017724351026117805 0.00039601318712811922 0.00066645268816500913 0.0022272822679951791 0.010180860292166473 0.00062670491752214741 0.0018488886416889729 0.00039601318712811922 0.010829726699739696 0.0046923852059990176 0.0027679565828293566 0.001792412775103003
decision_type=2 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 19 6 -6 10 8 -8 -9 11 13 -13 17 15 -15 -16 18 -5 -1 -21 -22 -23
right_child=1 -3 -4 4 5 -7 7 9 -10 -11 -12 12 -14 14 16 -17 -18 -19 -20 20 21 22 -24
leaf_value=7.1741108382466367e-06 -0.0020588094749959341 -0.003651503442447997 0.0029559928073948742 -0.0034300770583146735 0.0057396151865856913 -0.0010867024262723179 -0.00036802382539538662 -0.0046158145434695786 0.0053561009361354026 0.00092559217983839617 -0.0025663773237416723 0.0038256935635359712 -0.001743635562013123 -0.0024040871344599402 -0.0043434436668763499 -0.0087197515152706087 -0.00024881447817461588 0.002424576614813444 0.00073369028715899965 0.00048556900754962427 0.0079381669750728367 0.0034407002786765112 -0.0034673551059612772
leaf_weight=6441.0701680183411 41.314162015914917 85.205607414245605 41.070185303688049 98.384796380996704 74.310929775238037 69.400339722633362 72.924697399139404 58.603252768516541 115.18593370914459 144.4143670797348 382.33177304267883 103.49056780338287 67.867721319198608 70.396209359169006 78.713603615760803 45.424063801765442 266.02354645729065 120.87724924087524 144.75593447685242 824.66412425041199 54.395760297775269 109.88498091697693 49.289988875389099
leaf_count=3308 25 48 15 50 32 46 29 34 39 53 225 44 37 33 51 32 140 57 67 326 23 37 29
internal_value=0 -0.00163962 0.000441166 2.92559e-05 -0.000423832 0.00244308 -0.000656685 0.00115889 0.00313703 -0.000673995 -0.00117192 -0.000636591 0.00161992 -0.00110553 -0.00211353 -0.00488106 -0.00118374 0.000169812 -0.000951142 0.00014515 0.00100113 0.00299188 0.00130156
internal_weight=0 167.59 82.3843 9392.41 1913.1 143.711 1769.39 391.128 188.111 203.018 1378.27 995.934 171.358 824.575 460.557 115.82 344.737 364.018 243.141 7479.31 1038.23 213.571 159.175
internal_count=4780 88 40 4692 969 78 891 155 68 87 736 511 81 430 256 65 191 174 117 3723 415 89 66
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=24
num_cat=0
split_feature=67 36 79 0 11 70 4 95 119 125 0 144 78 138 11 127 31 121 137 17 80 76 54
split_gain=0.18829 0.562289 0.571658 0.567891 0.771952 0.606582 0.681758 0.749143 0.507242 0.912467 0.581165 0.502885 0.471179 0.467974 0.454236 0.447725 0.490549 0.446446 0.445765 0.5137 0.439155 0.428624 0.42666
threshold=0.00017767510871635753 0.00096484774257987748 0.0014881226234138014 0.0051502294372767219 0.0016846025246195497 0.0022272822679951791 0.00077738583786413084 0.00087947337306104611 0.00050559637020342063 0.0031340263085439806 0.0066005610860884198 0.00060774214216507982 0.023343417793512348 0.0011261500185355546 0.004017772153019906 0.0012745757703669371 0.00039601318712811922 0.0063990866765379914 0.00017767510871635753 0.0038949446752667431 0.0041444667149335155 0.0028552538715302949 0.00017767510871635753
decision_type=2 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 11 20 -5 6 -6 -8 -1 10 -10 -3 15 -2 -7 16 -9 21 -13 -20 -4 -15 -16
right_child=1 2 3 4 5 14 7 12 9 -11 -12 18 -14 17 22 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00039957286806788618 -0.0014013242791792743 -0.0034799085354768628 0.00020050063189714593 -0.00020179061543420911 0.0084430102944522065 -0.0012169145520222226 -0.0020496306426669086 0.0067700415084082548 -0.00093712951034353282 -0.0059633330230880995 0.0042358032590674652 -0.0029273549076549591 0.00088319651871734636 -0.00086906261211955435 0.0065658399816858814 0.0094443440973394667 -7.9267289321182949e-05 0.0028347463710732008 -0.00036007961018929505 0.0052230108927159369 -0.0027587925336250707 0.0035134223234269835 0.0012733140887319929
leaf_weight=4425.3263211250305 1331.3087832927704 169.12257313728333 494.18853044509888 543.47851932048798 63.660228848457336 153.12212407588959 64.050591588020325 59.599122405052185 498.22080433368683 83.965761065483093 60.936559438705444 91.941587924957275 78.567217588424683 525.43753564357758 46.322342753410339 51.574500203132629 46.566319465637207 129.94653642177582 139.84534442424774 58.408071398735046 167.98031747341156 62.420382499694824 214.00988817214966
leaf_count=2007 695 97 289 318 26 87 42 21 239 51 22 55 45 332 15 15 25 52 81 26 104 29 107
internal_value=0 -0.000235719 0.000276698 0.000644834 0.00124389 0.00225447 0.00374289 0.00274671 0.000208889 -0.00110321 -0.000373387 -0.00131274 0.00404675 -0.000846492 0.000944023 0.00562245 0.0037658 0.000182552 -4.97428e-05 0.00128477 -0.000550219 -0.000403718 0.00221504
internal_weight=0 4491.55 2442.44 1983.12 1320.95 777.472 364.018 300.358 5068.45 643.123 559.157 459.318 236.307 2049.11 413.454 157.74 106.165 717.804 290.195 198.253 662.169 587.858 260.332
internal_count=4780 2461 1353 1094 701 383 174 148 2319 312 261 259 106 1108 209 61 46 413 162 107 393 361 122
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=24
num_cat=0
split_feature=19 7 44 78 11 114 144 45 37 49 29 10 92 91 58 42 60 60 18 67 36 11 79
split_gain=0.180975 0.310351 0.251911 0.498828 0.502188 0.583709 0.673855 0.525394 0.482943 0.478627 0.459037 0.443664 0.424511 0.384013 0.37778 0.353516 0.270459 0.372635 0.269811 0.281125 0.6213 0.623067 0.664563
threshold=0.086341444402933135 0.001792412775103003 0.019431582652032379 0.029773407615721229 0.00070876078098081063 0.00040826165059115743 0.00082683752407319855 0.0051502294372767219 0.00057154725072905432 0.00017767510871635753 0.0020292587578296666 0.0058306583669036635 0.00244467705488205 0.0012745757703669371 0.00244467705488205 0.017724351026117805 0.0017376682371832433 0.00039601318712811922 0.04673989117145539 0.00040826165059115743 0.00096484774257987748 0.0019071503775194289 0.002945306478068233
decision_type=2 2 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 10 7 12 16 14 -10 -4 -9 15 -13 -8 -7 17 -6 19 -1 -21 -22 -23
right_child=1 -3 3 -5 5 6 8 11 9 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24
leaf_value=0.00023497292076109195 -0.0026852617278753203 0.0013302861160272123 0.0063315140034206491 0.0047309945302927529 -0.0060059411079335647 -0.0075728599222037625 0.00085718028148956704 0.005334451471579558 0.0037714397052369128 -0.0010401539470144743 0.0010348723157275117 -0.0031344469957898498 -0.00010102331693965831 0.0028648366177955278 -0.0057739049160050095 -0.0014547156825050504 0.0011313374744722053 0.00047145204853642507 -0.0020696332501777192 -0.0011504167082473837 -0.00069634179467218619 -0.00065571609068525714 0.0020016480114731796
leaf_weight=4586.6194534301758 151.58950567245483 70.493800044059753 62.22520112991333 73.022288084030151 42.602803707122803 74.89647388458252 37.253055572509766 104.48643743991852 107.4052882194519 99.624642729759216 119.39342617988586 39.830338954925537 50.481039881706238 80.754138231277466 50.725016593933105 34.4805908203125 103.24659109115601 46.371138095855713 164.1143923997879 1450.9262233972549 978.5558807849884 363.31488251686096 667.58735418319702
leaf_count=2106 78 37 21 33 24 56 20 31 43 47 50 18 24 27 34 14 34 17 107 808 606 199 346
internal_value=0 -0.00141064 3.35493e-05 0.000734596 0.000457662 -4.04322e-05 -0.00127937 0.00131006 0.00013728 0.00145606 0.00284958 0.00294964 -0.0038937 0.000883209 -0.00296607 -0.00564414 -0.000609724 -0.00263008 -6.26542e-05 -2.17229e-05 -0.000361964 0.000207337 0.00106513
internal_weight=0 222.083 9337.92 1126.8 1053.78 872.158 454.866 417.291 295.008 207.03 181.619 225.071 159.858 120.584 87.9781 109.377 192.221 88.9739 8211.12 8047 3460.38 2009.46 1030.9
internal_count=4780 115 4665 493 460 389 238 151 144 90 71 76 94 45 54 70 75 41 4172 4065 1959 1151 545
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=24
num_cat=0
split_feature=17 129 61 14 118 115 98 104 83 79 46 119 82 19 40 4 87 12 108 86 50 112 147
split_gain=0.171513 0.511661 0.575391 0.642498 0.79963 0.50791 0.475329 0.556878 0.553588 0.521994 0.439394 0.518315 0.498351 0.529523 0.43913 0.65809 0.427393 0.467711 0.429381 0.649231 0.525684 0.547687 0.525663
threshold=0.00077738583786413084 0.00057154725072905432 0.016668972559273246 0.00047558375808876013 0.0027679565828293566 0.010829726699739696 0.15615913271903994 0.00060774214216507982 0.0038949446752667431 0.0022975050378590827 0.015200819820165636 0.00044738779251929378 0.00055427959887310873 0.0022272822679951791 0.00244467705488205 0.0012745757703669371 0.011519505176693203 0.012636432424187662 0.0016846025246195497 0.00060774214216507982 0.00047558375808876013 0.00244467705488205 0.01884530205279589
decision_type=2 2 2 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 16 7 -5 9 -9 11 12 -2 -14 -15 -16 17 18 19 20 -1 -22 -20
right_child=1 -3 -4 6 -6 -7 -8 8 -10 -11 -12 -13 13 14 15 -17 -18 -19 22 -21 21 -23 -24
leaf_value=-0.002381495648292807 -0.0029845525707205981 0.00017590099103726039 0.0035011972808007331 -0.0063141594863084377 0.0044045246052322245 -0.00085390732283514067 0.003085764930399873 0.0052592992210526608 -0.0025642062329411632 -0.0020794318359483904 -0.0032662597396646005 -0.0044660853019451241 0.004631044418352632 0.0028183790582193475 -0.0055440145516220951 0.0012399392533182741 -0.001736316490571121 0.00346674706817638 0.00088329131827916932 -0.0037314410685038062 0.0010750713661650969 -0.0037317403578145114 -0.002477181266032611
leaf_weight=179.72447872161865 78.469626903533936 2730.5141204595566 68.961181640625 82.677119374275208 87.441323399543762 954.0228933095932 40.972594618797302 47.659779787063599 559.64531719684601 49.289988875389099 131.62554085254669 57.217020392417908 93.884531855583191 97.896842956542969 59.891894459724426 88.681169748306274 218.11978995800018 131.67433619499207 2828.2668006420135 130.82485258579254 656.0295045375824 65.144051909446716 121.36520266532898
leaf_count=101 41 1482 28 52 32 623 11 16 281 29 67 31 27 30 33 29 114 69 1237 88 249 33 77
internal_value=0 -0.000235483 -0.000962854 -0.00117151 -6.6043e-05 0.000190467 -0.00215636 -0.00244689 -0.00195994 0.00152823 -0.000709344 -2.35535e-06 0.00060745 0.0014356 0.000218396 -0.00149477 0.000420511 0.000534891 0.000437926 -0.000440041 3.7923e-05 0.000640869 0.000745022
internal_weight=0 4274.83 1544.31 1475.35 695.108 5285.17 780.245 739.272 656.595 96.9498 607.667 476.041 418.824 340.354 246.47 148.573 4331.15 4113.03 3981.35 1031.72 900.898 721.174 2949.63
internal_count=4780 2189 707 679 290 2591 389 378 326 45 258 191 160 119 92 62 1968 1854 1785 471 383 282 1314
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=24
num_cat=0
split_feature=4 69 141 48 43 71 112 19 148 37 29 4 146 28 15 147 40 33 98 75 62 131 86
split_gain=0.165477 0.26259 0.312029 0.193389 0.339613 0.378947 0.316821 0.208206 0.515515 0.506198 0.508098 0.50894 0.503445 0.696136 0.465699 0.449256 0.41446 0.76828 0.752657 0.525484 0.454349 0.397567 0.521139
threshold=0.015675474889576439 0.00073092587990686308 0.0011980500421486797 0.00064626874518580746 0.012636432424187662 0.010829726699739696 0.0014881226234138014 0.011880517937242987 0.027182282879948619 0.00087947337306104611 0.00082683752407319855 0.0060143163427710542 0.010180860292166473 0.0012357163941487672 0.023343417793512348 0.00055427959887310873 0.00244467705488205 0.022641776129603389 0.0084566329605877417 0.0010918468469753864 0.0013146653072908523 0.0023699469165876512 0.0022975050378590827
decision_type=2 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 7 5 6 -5 -1 9 12 -11 14 16 15 21 -14 17 20 -18 -20 -9 -12 -23
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 11 -13 13 -15 -16 -17 18 -19 19 -21 -22 22 -24
leaf_value=0.00019369955663446108 -0.00010138738828418549 0.00030419294687422969 -0.0064469431975771865 -0.0017150307148520181 0.0020132626696237913 -0.0046300590603986936 0.0030794327021525826 -0.0049879377700131726 0.0014630133936082018 0.0035169565008794225 -0.0025391699856472365 0.0049282042409921362 -0.002009626410099814 -0.0039379181600590306 0.0029413941140603596 0.0030738427906358062 -0.002119521691655192 0.0038750731202233401 -0.011964153886154141 -0.0040520517933038775 0.0016145853260297388 -0.00070946911020988007 0.0055990499210136048
leaf_weight=7212.79352247715 34.529386162757874 88.925146460533142 44.135422110557556 160.29726266860962 70.249823331832886 86.689430475234985 43.891445398330688 95.953899025917053 306.99614107608795 94.226099252700806 286.03630661964417 42.358826994895935 63.757819533348083 85.303198099136353 76.888213157653809 136.53613090515137 144.00404155254364 54.249374270439148 42.70039439201355 41.265366673469543 35.769232511520386 275.28801500797272 37.155464887619019
leaf_count=3563 16 39 33 112 27 55 23 58 151 41 153 14 30 52 30 53 90 17 28 23 13 143 16
internal_value=0 -0.00155731 -0.0036616 2.77872e-05 -0.00110681 -0.00186034 -0.000684435 7.31556e-05 -0.000404966 -0.000784368 6.49456e-05 -0.000388248 -0.00177016 -0.000155309 -0.000721694 0.00145567 -0.00288432 -0.00113264 -0.0043133 -0.00807571 -0.00319503 -0.0011923 4.07336e-05
internal_weight=0 167.59 78.6648 9392.41 361.128 290.878 204.189 9031.28 1818.49 1511.49 811.953 717.727 699.539 285.597 675.368 200.294 413.942 185.973 227.97 83.9658 131.723 598.48 312.443
internal_count=4780 88 49 4692 217 190 135 4475 912 761 397 356 364 135 342 83 229 88 141 51 71 312 159
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=24
num_cat=0
split_feature=108 27 110 95 146 77 77 54 67 144 12 77 102 78 133 91 119 24 107 40 62 148 69
split_gain=0.177222 0.357388 0.379116 0.226462 0.36378 0.326829 0.438435 0.339704 0.20715 0.501463 0.462217 0.501809 0.626635 0.595932 0.463109 0.72132 0.444099 0.662467 0.763916 0.589435 0.564532 0.668911 0.572158
threshold=0.079227816313505187 0.0005375427135732026 0.002945306478068233 0.034632634371519096 0.021960759535431865 0.0020292587578296666 0.0046923852059990176 0.0005893622583243997 0.00037263428384903824 0.010829726699739696 0.00087947337306104611 0.004017772153019906 0.017724351026117805 0.012252715881913902 0.0070226341485977182 0.00066645268816500913 0.00044738779251929378 0.0044099434744566688 0.0031340263085439806 0.0027679565828293566 0.0014427106943912806 0.017188700847327713 0.00039601318712811922
decision_type=2 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 8 5 -5 -7 -8 9 10 16 12 -12 14 15 -13 17 -1 20 -18 21 22 -19
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 11 13 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24
leaf_value=0.00082408799338245804 0.0033308409358468929 -0.003958185474988777 -0.0022118503509811708 -0.0034131534544053405 0.0028559206873359569 0.0028297920772089816 0.0013461169670200431 -0.004511933394108456 -0.00017916562894656612 -0.0020292165231056824 0.00018770923092537186 0.0054645469478102511 0.0047329829358683821 0.0006000898898402097 0.0068508217915301955 -0.0020502139766015353 -0.00053636578984663896 -0.0026094209990374447 0.00070139512963824507 -0.0052073334751452866 0.0013873416589763824 0.0021117344439660619 -0.0073765723476470063
leaf_weight=1912.4817395210266 55.635606646537781 84.160942435264587 69.253953695297241 156.93925380706787 49.046012163162231 69.009976983070374 39.781543612480164 65.485619306564331 4097.7185595035553 220.04277110099792 959.53012049198151 76.937008500099182 82.335551977157593 204.94060099124908 100.71810305118561 54.590941667556763 398.10820817947388 177.94788360595703 380.62393605709076 81.339682340621948 78.176854848861694 47.806165814399719 97.38892674446106
leaf_count=782 20 59 40 82 19 30 16 47 2249 139 472 32 38 112 38 31 172 82 155 51 29 22 63
internal_value=0 -0.0014398 0.000257299 3.21882e-05 -0.00116293 -0.00175803 -0.000267575 -0.00229812 8.28486e-05 0.000303179 0.00041348 0.0011435 0.000546909 0.00256524 0.00429934 0.00234553 7.32862e-05 0.000322776 -0.000903336 -0.00132881 -0.00242531 -0.00334769 -0.0042956
internal_weight=0 209.051 124.89 9350.95 380.262 331.216 174.277 105.267 8970.69 4872.97 4652.93 1479.05 1041.87 437.187 232.246 131.528 3173.87 2694.43 781.944 479.448 401.32 323.143 275.337
internal_count=4780 119 60 4661 194 175 93 63 4467 2218 2079 723 510 213 101 63 1356 1133 351 223 196 167 145
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=24
num_cat=0
split_feature=146 14 44 72 5 79 88 94 52 68 87 138 93 132 42 125 79 21 84 77 1 70 27
split_gain=0.169088 0.373509 0.522368 0.501844 0.459553 0.44031 0.379364 0.365797 0.315419 0.49058 0.306506 0.288786 0.303426 0.288703 0.279328 0.474799 0.448624 0.445249 0.398133 0.315445 0.312004 0.275294 0.441099
threshold=0.013439828064292671 0.007706565549597145 0.0070226341485977182 0.011169348377734424 0.010829726699739696 0.00899649551138282 0.018276390619575981 0.00043393640953581786 0.0037758676335215573 0.0068083447404205808 0.011519505176693203 0.00064626874518580746 0.0014881226234138014 0.00017767510871635753 0.0035485138650983576 0.0013986918493174019 0.0033348383149132137 0.00017767510871635753 0.00017767510871635753 0.00096484774257987748 0.0018488886416889729 0.0048403022810816774 0.00077738583786413084
decision_type=2 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 6 4 5 7 11 -2 9 -5 -1 12 -3 -7 17 18 -17 -12 -16 -19 -21 -9 -23
right_child=1 2 -4 8 -6 13 -8 21 -10 -11 14 -13 -14 -15 15 16 -18 19 -20 20 -22 22 -24
leaf_value=-2.0336264053469072e-05 -0.0018502853118487952 -0.0015863439838219697 0.0057535515478107056 -0.001583426302755089 -0.0028472758886687577 -0.0042197668496287023 0.0048951635668876472 0.0023319830210964693 -0.0038492670330361432 0.0046265852238197977 -0.0033201406278403952 -0.0037032531239452257 0.0042211680729681792 0.0005844621486691936 0.0014037588134455745 -0.0094577001796499055 -0.0018409548775174742 0.0047916245001730787 -0.0038426801307173703 -0.0027883931106433648 0.0026966080411637812 0.0031879846948758561 -0.0010911931635816292
leaf_weight=7437.3853534460068 81.095705628395081 47.95255184173584 74.164543747901917 185.22061288356781 86.250272393226624 62.615563869476318 42.456417679786682 532.21344172954559 104.07611191272736 38.395311236381531 73.315060138702393 46.761500835418701 42.358826994895935 62.469177842140198 80.900524258613586 40.074315667152405 37.350646257400513 47.708575129508972 65.388028621673584 53.302299976348877 50.481039881706238 91.356043815612793 176.70803725719452
leaf_count=3727 41 28 26 111 37 37 18 233 68 13 45 33 14 31 33 28 24 18 43 32 24 31 85
internal_value=0 0.000456388 0.00222357 0.000140756 0.000655428 0.000955598 0.000765312 0.00134958 -0.00157544 -0.000517155 -9.68862e-05 -0.000513852 0.00113756 -0.00182046 -0.00136624 -0.00261706 -0.0057833 -0.000121504 -0.000941293 0.00142649 -0.000120445 0.00167383 0.000367148
internal_weight=0 1674.09 253.694 1420.4 1092.71 1006.46 179.529 881.373 327.692 223.616 7885.91 137.073 90.3114 125.085 448.52 223.714 77.425 224.807 146.289 151.492 103.783 800.278 268.064
internal_count=4780 806 119 687 495 458 93 390 192 124 3974 75 42 68 247 128 52 119 76 74 56 349 116
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=24
num_cat=0
split_feature=92 103 114 71 71 119 146 5 73 54 21 15 135 80 121 141 90 43 64 126 145 46 118
split_gain=0.16916 0.411136 0.430014 0.68558 0.784035 0.464739 0.658662 0.491799 0.528628 0.463616 0.437404 0.564156 0.899301 0.439794 0.433006 0.40127 0.550693 0.466067 0.660156 0.649986 0.509648 0.485467 0.770947
threshold=0.002945306478068233 0.026392062194645408 0.000490355829242617 0.27827766537666326 0.025578102096915249 0.0015833032084628942 0.00899649551138282 0.00075379351619631063 0.0010585968848317864 0.0053125319536775359 0.0033348383149132137 0.007706565549597145 0.0044099434744566688 0.00062670491752214741 0.00046126570669002836 0.064669914543628707 0.00017767510871635753 0.00017767510871635753 0.00052132029668428015 0.0011980500421486797 0.010500331409275534 0.0053125319536775359 0.0054799309000372895
decision_type=2 2 2 2 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 8 -4 -9 11 12 13 -6 -11 16 17 -2 19 21 -21 -19 -23
right_child=15 -3 3 -5 10 6 -8 9 -10 14 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 -24
leaf_value=0.00035583324485661904 -0.00013665163672762682 -0.0036306826226862586 -0.0019310210011602694 0.0064758342847343851 -0.0053557884033361407 0.00039664718928304776 0.0075681893149716784 -0.0005111157210060329 0.00041668936645200127 -0.00049418311331934266 -0.00033756443852062871 -0.0069328770043422519 -0.0093116940705782747 0.00049118513695986261 -0.0049186479820566807 -0.0027493227393784628 -0.0010391566808735915 0.0022991338359083743 0.0064931861934292767 -0.0048245346266927152 0.00041251326851881654 0.00011296480509783428 0.0042655008695179899
leaf_weight=2473.5332518815994 1366.5013414621353 85.108016729354858 291.92280352115631 34.383000135421753 41.362957358360291 119.78378891944885 43.696264028549194 344.73715007305145 1342.212330698967 85.254402756690979 156.50009572505951 89.364304542541504 37.350646257400513 144.56075310707092 157.37841188907623 109.13308799266815 625.52129924297333 645.62278032302856 54.395760297775269 82.628324031829834 106.11664652824402 997.04711556434631 125.88542997837067
leaf_count=1013 792 44 179 10 27 66 15 191 819 50 64 57 24 59 100 60 344 253 23 50 44 449 47
internal_value=0 -0.000182758 -0.000128032 -0.000542383 -0.000626929 -0.000259386 0.00231351 -0.000448725 -2.70691e-06 -0.0016896 -0.00249543 -0.00357561 -0.00223189 -0.000809607 -0.00336401 0.000242049 0.000323587 0.000575919 0.00105995 0.000908956 -0.00188015 0.00120662 0.000578481
internal_weight=0 5447.15 5362.04 2888.51 2854.12 2384.99 163.48 2221.51 1634.14 587.37 469.139 312.639 223.274 185.924 242.633 4112.85 4003.72 3378.2 2011.7 1957.3 188.745 1768.56 1122.93
internal_count=4780 2718 2674 1661 1651 1420 81 1339 998 341 231 167 110 86 150 2062 2002 1658 866 843 94 749 496
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=24
num_cat=0
split_feature=108 27 110 68 20 98 45 106 123 110 69 113 118 35 78 40 107 133 73 4 44 107 33
split_gain=0.160154 0.31918 0.333473 0.165976 0.370516 0.431605 0.309471 0.457052 0.58923 0.587543 0.45412 0.375591 0.346813 0.323323 0.473502 0.289767 0.289311 0.347468 0.241019 0.217794 0.283777 0.214939 0.424981
threshold=0.079227816313505187 0.0005375427135732026 0.002945306478068233 0.099488973617553725 0.00017767510871635753 0.00080172589514404546 0.029773407615721229 0.020035739988088611 0.00038414125447161501 0.00057154725072905432 0.00099512818269431613 0.0038949446752667431 0.00037263428384903824 0.00087947337306104611 0.0049928687512874612 0.00017767510871635753 0.029773407615721229 0.0010263677686452868 0.00017767510871635753 0.015675474889576439 0.0038949446752667431 0.0021592099219560628 0.00093549740267917525
decision_type=2 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 5 -5 16 9 12 13 11 -11 15 -8 -15 -9 19 -18 -19 21 -21 -1 -23
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 20 -22 22 -24
leaf_value=-0.00020318461019862158 0.0031176976721817703 -0.0037486725368188118 -0.002080646036113111 -0.0040717219200237503 -0.0040398894082955186 0.0020059821171402917 0.0010368396284951794 0.0020030501883514622 0.0035804523407067614 0.0009989555692779884 0.0028856604187932713 -0.0054457142215872736 -0.0063112488256394832 0.0094211988526054936 0.0030190319177324787 -0.0027645851776089206 0.00047173659876140629 -0.0057051000032305619 -0.00095553167925024104 -0.0052616186964365395 -0.00032901622004169473 0.0012264340101852298 3.9397139040633054e-05
leaf_weight=3924.0469264984131 55.635606646537781 84.160942435264587 69.253953695297241 41.362957358360291 80.051040649414062 99.429461359977722 47.708575129508972 53.058323264122009 63.660228848457336 46.566319465637207 90.018606781959534 43.940240740776062 37.399441599845886 52.863141894340515 63.660228848457336 79.807063937187195 86.20147705078125 65.33923327922821 45.180087089538574 44.037831425666809 86.299067735671997 975.14020681381226 3325.1790004968643
leaf_count=2127 20 59 40 27 52 39 18 22 26 25 30 25 26 14 26 42 35 41 22 29 39 466 1530
internal_value=0 -0.00136871 0.000235104 3.0599e-05 -0.00132384 0.000220433 6.33609e-05 0.00118239 -0.0005235 0.00233987 0.000371111 -0.00212988 -0.00205792 0.00450395 0.0059235 -0.000860683 -1.23647e-05 -0.00190765 -0.00376349 3.22618e-05 -0.00199563 6.43991e-05 0.00030857
internal_weight=0 209.051 124.89 9350.95 220.843 140.792 9130.11 578.682 233.925 344.757 180.525 90.5066 170.265 164.232 116.523 132.865 8551.42 196.721 110.519 8354.7 130.337 8224.37 4300.32
internal_count=4780 119 60 4661 118 66 4543 254 116 138 80 50 90 58 40 64 4289 98 63 4191 68 4123 1996
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=24
num_cat=0
split_feature=127 35 35 44 47 141 88 34 149 18 24 81 50 32 25 32 72 97 78 133 18 84 45
split_gain=0.165022 0.560006 0.720465 0.406488 0.374524 0.303914 0.431659 0.444074 0.467909 0.509576 0.512682 0.475713 0.458502 0.367758 0.360037 0.447237 0.376333 0.349547 0.310111 0.279645 0.666389 0.647981 0.39721
threshold=0.062805486842989935 0.0010585968848317864 0.00044738779251929378 0.0098710241727530974 0.00747153488919139 0.010829726699739696 0.0010918468469753864 0.00055427959887310873 0.000490355829242617 0.0045489775948226461 0.0022975050378590827 0.0053125319536775359 0.00899649551138282 0.00055427959887310873 0.00017767510871635753 0.00087947337306104611 0.0033348383149132137 0.00043393640953581786 0.0079489401541650313 0.010829726699739696 0.0081988852471113222 0.0032328735105693345 0.0066005610860884198
decision_type=2 2 2 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 19 7 -7 12 10 -10 -12 13 -9 -8 -16 -17 -18 -19 -1 21 22 -21
right_child=1 3 -4 -5 -6 6 14 8 9 -11 11 -13 -14 -15 15 16 17 18 -20 20 -22 -23 -24
leaf_value=-7.0333904836694251e-05 0.00016025249226267338 -0.0062274771010831405 0.0074235525246788784 0.0029412564547231027 0.00035950505695535903 0.0016266176544639903 0.0052062362713267713 0.0021969538817348615 -0.0070577526284541408 0.0014792014215646522 -0.0061610591962441572 -0.0015217362075228577 0.0038795420143119446 -0.0032072075065565603 -0.0032406485134397972 0.0036932396145765347 -0.0033810201175572918 0.0042910268064599204 -0.00055242363403113805 0.0012103733625253546 -0.0021901017624471868 0.00581958722140552 -0.0010316711928107399
leaf_weight=6565.4917377233505 75.648366808891296 45.472859144210815 62.22520112991333 41.021389961242676 41.070185303688049 98.092024326324463 37.057874202728271 46.517524123191833 81.437273025512695 58.408071398735046 71.977623105049133 237.83977806568146 55.781992673873901 97.38892674446106 81.388477683067322 87.636504769325256 61.375717520713806 50.383449196815491 96.0514897108078 1078.3867979049683 179.91966009140015 67.574949264526367 241.85208916664124
leaf_count=3295 33 34 21 13 15 38 12 23 55 26 44 115 26 63 53 40 40 20 62 500 109 25 118
internal_value=0 0.00122926 0.00343833 -0.00115833 -0.00310153 -3.51058e-05 -0.000791735 -0.00150906 -0.00198274 -0.00287717 -0.0035275 -0.00259956 3.13435e-05 -0.00146032 0.000503671 4.12229e-05 0.000945298 -0.000213545 0.00111405 7.29327e-05 0.000672917 0.00104409 0.000799657
internal_weight=0 265.438 137.874 127.564 86.543 9294.56 1161.34 747.443 649.351 449.663 391.255 309.817 199.688 143.906 413.894 376.836 295.447 207.811 146.435 8133.23 1567.73 1387.81 1320.24
internal_count=4780 116 54 62 49 4664 617 390 352 240 214 159 112 86 227 215 162 122 82 4047 752 643 618
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=24
num_cat=0
split_feature=46 115 46 107 11 45 94 8 140 51 94 20 93 25 50 33 129 118 71 109 147 81 80
split_gain=0.157141 0.556539 0.829465 0.557273 0.553914 0.78689 0.426897 0.429283 0.58031 0.417343 0.383543 0.381441 0.347734 0.347223 0.345952 0.49538 0.347237 0.344289 0.342229 0.48166 0.42829 0.348271 0.386986
threshold=0.015200819820165636 0.00017767510871635753 0.059226244688034065 0.0005893622583243997 0.0026012937305495147 0.0035485138650983576 0.0084566329605877417 0.010829726699739696 0.05109804309904576 0.00096484774257987748 0.0014427106943912806 0.0010263677686452868 0.0028552538715302949 0.00090704852482303988 0.12767273932695392 0.0062037324532866487 0.0033348383149132137 0.0011261500185355546 0.02129978779703379 0.0021592099219560628 0.0027679565828293566 0.0015833032084628942 0.0025217677466571335
decision_type=2 2 2 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 14 -8 -6 -10 13 -9 15 18 17 -17 19 20 -3 -20 -23
right_child=1 6 3 -5 10 -7 9 12 11 -11 -12 -13 -14 -15 -16 16 -18 -19 21 -21 -22 22 -24
leaf_value=0.00010314679866595691 -0.013707843651624495 0.0064954107394367064 0.0041520478654546661 -0.0018183691018430724 0.00085796322148852424 -0.0035908583535213204 0.005334381293011831 0.0026324394916152371 0.00055263988232296258 0.00074924573784877291 -0.0052272273531526817 0.0063134080361592184 -0.0065912383572940773 -0.0030708867056631721 -0.0038640227527032959 -0.0067371983690663441 -0.00014510247073924013 -0.00090734434437037947 -0.0011016392818659375 -0.0013148242455436356 0.00029936672793940701 0.0012416679538705998 0.0064990034785369442
leaf_weight=7593.9054119586945 32.098488807678223 41.118980646133423 60.936559438705444 108.98670196533203 53.058323264122009 47.903756499290466 58.310480713844299 37.155464887619019 61.034150123596191 333.30572366714478 50.578630566596985 54.298169612884521 44.135422110557556 94.714052677154541 70.44500470161438 62.761949896812439 89.266713857650757 42.456417679786682 58.505662083625793 335.1111513376236 86.689430475234985 82.335551977157593 60.887764096260071
leaf_count=3738 24 17 22 54 22 26 22 16 26 153 28 19 33 61 35 43 53 18 30 227 55 38 20
internal_value=0 -0.000398397 -0.00219494 0.000322695 -0.00452453 -0.00764999 -4.48976e-06 -0.000465239 -8.04513e-05 0.00143196 -0.00211183 0.0032648 -0.00274966 -0.00146392 -0.000495494 -0.00021929 -0.00243883 -0.00438481 0.000430175 -0.000318793 0.00229278 0.00214888 0.00347669
internal_weight=0 1966.09 353.562 169.923 183.639 80.0022 1612.53 1220.92 1044.91 391.616 103.637 115.332 176.005 131.87 929.579 859.134 194.485 105.218 664.649 462.92 127.808 201.729 143.223
internal_count=4780 1042 176 76 100 50 866 691 581 175 50 45 110 77 536 501 114 61 387 299 72 88 58
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=24
num_cat=0
split_feature=36 58 12 50 94 144 74 72 93 94 97 93 113 73 50 101 10 25 28 91 69 39 33
split_gain=0.167766 0.237904 0.18911 0.542212 0.763454 0.446214 0.473794 0.439354 0.454606 0.39206 0.543897 0.388108 0.36569 0.387199 0.456175 0.536603 0.458663 0.537221 0.473942 0.443484 0.908777 0.443024 0.41835
threshold=0.013439828064292671 0.017188700847327713 0.0033348383149132137 0.05109804309904576 0.055838862434029586 0.00039601318712811922 0.0011980500421486797 0.0037758676335215573 0.0020292587578296666 0.055838862434029586 0.0026012937305495147 0.0023699469165876512 0.019431582652032379 0.010829726699739696 0.018276390619575981 0.0022272822679951791 0.0058306583669036635 0.0051502294372767219 0.00017767510871635753 0.0012745757703669371 0.00099512818269431613 0.0019071503775194289 0.017724351026117805
decision_type=2 2 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 12 6 9 -5 -9 10 -1 -12 13 14 16 -16 17 19 -19 20 -4 -21 -23
right_child=1 -3 3 7 -6 -7 -8 8 -10 -11 11 -13 -14 -15 15 -17 -18 18 -20 21 -22 22 -24
leaf_value=0.00033853897744948565 -0.0017271893785634222 0.0021074300433398052 0.00098505343304864431 0.0014531424904072644 0.0065019745466201916 -0.00060162893971046037 0.0052552576116810931 -0.0011496319284424582 -0.0089564566687141047 -0.0030859636905051437 -0.0063890251020649394 0.00010270328700395541 0.0054507671968297249 -0.000401398596620128 0.0007380010770670492 0.0071484201728814799 -0.00046767922475514449 0.0036110188130242756 -0.0011940688413702245 0.0050976121595099622 0.0086628162015488022 -0.0016235758054337056 0.0044034637543476198
leaf_weight=3841.7934489250183 264.27578389644623 47.757370471954346 77.278575897216797 37.106669545173645 53.009527921676636 2670.4958027601242 46.371138095855713 35.915618538856506 38.785673975944519 90.262583494186401 52.160044312477112 41.21657133102417 35.769232511520386 974.08444881439209 70.44500470161438 60.838968753814697 544.76716101169586 66.432693600654602 225.53890526294708 55.684401988983154 76.888213157653809 114.67801749706268 38.444106578826904
leaf_count=1608 176 20 46 14 20 1390 17 19 29 40 39 21 13 638 35 18 317 32 149 22 30 72 15
internal_value=0 -0.00114029 3.84743e-05 0.000409365 0.000568322 -9.93614e-05 0.000230051 -0.00299398 -0.00520302 0.000172163 0.000246896 -0.00352357 0.000433952 0.000356104 0.000910479 0.00370869 0.000604272 0.0014959 -0.000100761 0.00278023 0.00481421 0.00127849 -0.000110377
internal_weight=0 312.033 9247.97 2505.67 2393.86 6742.3 4071.8 111.808 74.7013 4025.43 3935.17 93.3766 2340.85 2305.08 1331 131.284 1199.71 654.945 291.972 362.973 154.167 208.807 153.122
internal_count=4780 196 4584 1469 1407 3115 1725 62 48 1708 1668 60 1387 1374 736 53 683 366 181 185 76 109 87
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=24
num_cat=0
split_feature=125 75 113 51 87 32 124 149 72 93 99 102 75 96 107 104 9 50 144 124 3 3 75
split_gain=0.157805 0.472235 0.762795 0.663356 0.798546 0.549773 0.52804 0.550479 0.471693 0.465507 0.62408 0.453705 0.649775 0.59494 0.433057 0.791909 0.705356 0.53611 0.413897 0.681095 0.648299 0.673765 0.575119
threshold=0.001792412775103003 0.00064626874518580746 0.0044099434744566688 0.0020932231564074759 0.0026833302108570938 0.002945306478068233 0.000490355829242617 0.041476719081401832 0.000490355829242617 0.0012745757703669371 0.0056525857653468856 0.00062670491752214741 0.001792412775103003 0.0070226341485977182 0.0079489401541650313 0.00093549740267917525 0.00037263428384903824 0.015200819820165636 0.00082683752407319855 0.011169348377734424 0.00017767510871635753 0.00044738779251929378 0.0036604277556762104
decision_type=2 2 2 2 2 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 14 18 -2 10 -5 -7 13 -13 15 -3 -17 -16 -8 20 22 -22 -20
right_child=1 5 -4 9 -6 11 7 -9 -10 -11 -12 12 -14 -15 17 16 -18 -19 19 -21 21 -23 -24
leaf_value=-0.00019081857177438905 0.00091246742357124907 -0.0010326289348728574 -0.0052367818802827497 0.0029178194233922504 -0.0083297007425985024 -0.002451249548413189 -0.00077279208678189635 0.005254637629116491 -0.0029782614735410044 0.0034683057071130592 -0.0033132536017886518 0.0044487488595117038 -0.0006099945217223424 -0.0018592838313478842 -0.0024270934148182817 0.0071434550271300265 0.0019706925907347385 0.0043231006661196645 -0.005122491458784911 -0.00064309945153111009 0.0074881588771045574 0.0017285216408744906 0.0020462348495756404
leaf_weight=5078.767449259758 163.23607623577118 81.046910285949707 90.408969521522522 74.21333909034729 41.460548043251038 227.77462124824524 565.43422341346741 59.501531720161438 149.01222229003906 141.73949301242828 87.636504769325256 133.81246149539948 766.44014120101929 51.867272257804871 85.156812071800232 135.00351250171661 128.75548541545868 44.936110377311707 62.761949896812439 513.44939768314362 54.346964955329895 772.75692641735077 50.481039881706238
leaf_count=2419 71 39 46 28 31 133 303 17 80 51 40 49 469 27 46 44 57 12 43 325 21 405 24
internal_value=0 0.000216263 -0.000930686 -0.000338398 -0.00180997 0.00044596 0.000858385 0.000514728 -0.00094428 0.00137612 -0.000456107 -0.000446646 3.29137e-05 0.00268668 0.00236265 0.00329008 0.00461834 -9.54718e-05 0.000375055 0.000821494 0.00162119 0.00210697 -0.00192684
internal_weight=0 4481.23 747.707 657.298 353.709 3733.53 2553.63 2078.73 312.248 303.589 161.85 1179.89 952.12 185.68 474.899 344.806 263.759 130.093 2019.23 1453.8 940.347 827.104 113.243
internal_count=4780 2361 347 301 182 2014 1336 1138 151 119 68 678 545 76 198 140 101 58 1121 818 493 426 67
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=24
num_cat=0
split_feature=125 145 60 108 147 1 3 118 10 114 36 88 12 30 60 11 26 28 107 8 46 9 24
split_gain=0.153447 0.570589 0.524411 0.495091 0.409314 0.603568 0.410624 0.384845 0.384664 0.322702 0.195464 0.175082 0.259169 0.568106 0.647588 0.493701 0.434509 0.367767 0.417252 0.584583 0.466363 0.527903 0.744547
threshold=0.027182282879948619 0.00017767510871635753 0.010829726699739696 0.0060143163427710542 0.01884530205279589 0.00017767510871635753 0.0020932231564074759 0.014293605927377941 0.004017772153019906 0.0014881226234138014 0.00037263428384903824 0.023343417793512348 0.012636432424187662 0.014740333426743748 0.00017767510871635753 0.0019071503775194289 0.00042089859198313212 0.001792412775103003 0.0021592099219560628 0.010829726699739696 0.0038949446752667431 0.0010263677686452868 0.0049928687512874612
decision_type=2 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 5 -3 9 8 -5 10 -7 12 17 14 15 -14 -16 -1 -19 20 -20 -22 -23
right_child=1 2 -4 7 -6 6 -8 -9 -10 -11 -12 -13 13 -15 16 -17 -18 18 19 -21 21 22 -24
leaf_value=0.00012196493723948416 -0.0029879381981762977 0.0061185087031312615 0.005831013088429475 0.0037764849731796433 -0.0021028013724502174 0.0033565760130325074 0.0049670612102630336 -0.0045184309480891518 -0.0029565811891266161 -0.0033209048951064364 -0.0011866493650203864 -0.00087019500372484458 0.0021711993134551125 -0.0012152259779450573 -0.00065084232634838191 0.0077513193016279574 0.0054796488404174563 -0.0016169478758708657 -0.0010239317026086386 -0.0026104364163304491 0.0025357982676930979 -0.004433212030136335 0.0016373265661776843
leaf_weight=5932.9727417230606 88.124458193778992 86.055091023445129 58.261685371398926 45.131291747093201 54.83491837978363 58.261685371398926 51.769681572914124 64.050591588020325 40.025520324707031 53.35109531879425 39.879134297370911 611.47266387939453 93.132638931274414 185.70856630802155 177.39117205142975 69.009976983070374 34.529386162757874 728.74792754650116 333.74488174915314 187.50512421131134 349.20858204364777 80.099835991859436 136.73131227493286
leaf_count=2718 60 29 20 20 41 20 23 42 26 34 20 414 50 131 113 30 16 431 171 97 159 54 61
internal_value=0 0.000748006 0.00134484 0.000815064 0.00185798 0.00260868 0.00112272 -0.00159047 0.0006118 -0.000191011 0.00151045 -5.36457e-05 6.44704e-06 0.00104544 0.00216777 0.00454617 0.000348032 -6.86072e-05 -0.000691204 -7.07313e-05 0.000458515 0.00133259 -0.000605198
internal_weight=0 639.745 551.621 493.359 344.152 289.317 203.262 149.207 85.1568 151.492 98.1408 8920.25 8308.78 559.772 374.063 162.143 211.921 7749.01 1816.04 1087.29 899.785 566.04 216.831
internal_count=4780 335 275 255 167 126 97 88 46 74 40 4445 4031 340 209 80 129 3691 973 542 445 274 115
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=24
num_cat=0
split_feature=10 104 105 22 67 52 78 122 141 113 12 46 29 23 131 20 20 8 95 76 9 51 59
split_gain=0.159378 0.46741 0.555926 0.520188 0.447993 0.378059 0.570498 0.650731 0.467095 0.430569 0.581866 0.40011 0.463933 0.525691 0.462159 0.729403 0.60344 0.423019 0.406253 0.443746 0.354019 1.20527 0.528788
threshold=0.00899649551138282 0.0070226341485977182 0.0041444667149335155 0.00082683752407319855 0.00037263428384903824 0.0037758676335215573 0.029773407615721229 0.00040826165059115743 0.010829726699739696 0.013439828064292671 0.0025217677466571335 0.01884530205279589 0.00057154725072905432 0.013860232196748258 0.0027679565828293566 0.00043393640953581786 0.0036604277556762104 0.0031340263085439806 0.00039601318712811922 0.000490355829242617 0.00037263428384903824 0.016164712607860569 0.0034400182776153092
decision_type=2 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 -2 4 -4 6 7 8 11 10 -9 12 -3 18 15 17 -17 -15 19 -14 21 22 -1
right_child=1 5 3 -5 -6 -7 -8 9 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00024364053002134557 -0.0021846492656054043 -0.0035304913825259009 0.0020534221195766577 0.0059859014253703657 -0.0039051403965645239 -0.00080237990952004368 0.0054065755673830618 0.0049405270781262452 -0.0053650725471170273 -0.0017289247533890054 0.00044030066989580107 -0.0040825394235426754 -0.0020234594427834293 0.003123012324768081 -0.0016603659469535813 -0.0040784656526969719 0.0033229110984758234 0.0083126883729438394 -0.002019333560391817 0.0039384240675674259 -0.0001920286510150044 -0.0041595119057895088 0.0016618196398020353
leaf_weight=1827.5578111410141 551.11277878284454 75.892343521118164 74.359725117683411 41.070185303688049 54.786123037338257 796.44043028354645 58.408071398735046 164.23194587230682 44.086626768112183 58.45686674118042 127.66202509403229 58.603252768516541 53.20470929145813 141.83708369731903 74.506111145019531 57.314611077308655 53.009527921676636 54.298169612884521 235.55526673793793 75.501980781555176 3725.101506114006 130.5320805311203 1026.470730304718
leaf_count=907 308 43 34 15 39 407 26 58 31 28 66 34 28 55 40 35 20 19 129 27 1884 76 471
internal_value=0 -0.000313226 -0.00141323 0.00108442 -0.000474313 5.94649e-05 0.000574566 0.000353065 -0.00034279 0.00218791 0.00297232 -9.11027e-05 0.000193766 0.000573036 0.00187158 0.00273026 -0.000522186 0.00455972 -0.000785049 0.0014739 0.000133062 0.000538815 0.000753698
internal_weight=0 2850.34 721.329 170.216 129.146 2129.01 1332.57 1274.16 923.81 350.351 291.894 879.723 821.12 745.227 380.966 306.459 110.324 196.135 364.262 128.707 6709.66 2984.56 2854.03
internal_count=4780 1442 396 88 73 1046 639 613 461 152 124 430 396 353 169 129 55 74 184 55 3338 1454 1378
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=24
num_cat=0
split_feature=59 66 73 91 29 51 87 92 68 24 104 34 148 99 138 81 37 80 27 141 33 125 45
split_gain=0.149358 0.324314 0.509991 0.553677 0.482132 0.415821 0.416316 0.350984 0.35006 0.551293 0.520999 0.466998 0.341938 0.338358 0.335336 0.350263 0.319828 0.539419 0.464217 0.673081 0.510618 0.505345 0.472438
threshold=0.013032016810029747 0.0005375427135732026 0.00899649551138282 0.0016331639490090313 0.0060143163427710542 0.0011261500185355546 0.0011615398107096555 0.0020932231564074759 0.0045489775948226461 0.011519505176693203 0.0037758676335215573 0.0041444667149335155 0.0034400182776153092 0.00099512818269431613 0.0032328735105693345 0.0063990866765379914 0.00066645268816500913 0.015200819820165636 0.00017767510871635753 0.0020932231564074759 0.011519505176693203 0.0041444667149335155 0.0031340263085439806
decision_type=2 2 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 -5 6 7 -3 12 10 -10 -12 -7 -14 15 -13 -1 18 22 -20 21 -21 -18
right_child=-2 2 3 4 -6 8 -8 -9 9 -11 11 14 13 -15 -16 -17 17 -19 19 20 -22 -23 -24
leaf_value=-4.4942853119672838e-05 -0.00048908363044391384 -0.0023357918014848887 -0.00095735724287267687 0.00080366780805150775 0.0063247848173078915 0.00093372445393055952 -4.942938216245899e-05 -0.0065675754177637047 -0.0055029228136362698 0.0046106995183157681 0.0050267048433887103 -0.0020917705302684092 0.00021703589032073237 -0.0029902290976087987 0.0035746383255354621 0.0019749080218441346 0.00044447142691581053 0.0040954429224279434 0.0017753968244927515 -0.0014583649700672329 0.0024813265005171141 0.00077157288803102002 -0.0033497610507273821
leaf_weight=3990.5594712495804 1341.8907260894775 142.22744643688202 142.91058123111725 86.445453763008118 72.875902056694031 124.64558362960815 112.85262703895569 74.750087857246399 41.411752700805664 70.201027989387512 47.708575129508972 192.95246303081512 115.57629644870758 285.04043698310852 47.757370471954346 72.973492741584778 186.96837544441223 109.9337762594223 955.07865130901337 552.05985307693481 176.31767451763153 470.67137539386749 146.19096219539642
leaf_count=1947 752 71 99 45 27 50 51 50 29 25 18 105 55 166 20 31 75 39 451 293 69 240 72
internal_value=0 7.98598e-05 -0.000551532 0.00130225 0.00332911 -0.000973393 -0.00251256 -0.00379367 -0.000464847 0.000521826 -0.000190787 0.000417928 -0.00135336 -0.00206495 -0.000283028 -0.000975822 0.000236115 0.000667954 0.000516464 0.000785096 -3.70774e-06 -0.000432125 -0.00122045
internal_weight=0 8218.11 1630.33 302.232 159.321 1328.1 329.83 216.978 998.267 473.005 402.804 361.392 525.262 400.617 313.683 265.926 6587.78 2597.22 2487.29 2154.13 1199.05 1022.73 333.159
internal_count=4780 4028 842 171 72 671 172 121 499 228 203 174 271 221 156 136 3186 1239 1200 1053 602 533 147
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=24
num_cat=0
split_feature=91 140 67 80 144 146 92 50 133 144 42 135 70 38 141 148 44 112 106 150 141 1 82
split_gain=0.156917 0.425491 0.494819 0.469526 0.49882 0.577014 0.617488 0.464406 0.45768 0.626325 0.433028 0.542297 0.525829 0.412135 0.455674 0.492383 0.401118 0.506403 0.421914 0.364207 0.559296 0.633596 0.524205
threshold=0.0014427106943912806 0.0079489401541650313 0.00017767510871635753 0.0012357163941487672 0.0072436286136507997 0.00077738583786413084 0.0017376682371832433 0.0010918468469753864 0.0070226341485977182 0.00039601318712811922 0.00017767510871635753 0.00050559637020342063 0.0012357163941487672 0.00070876078098081063 0.00046126570669002836 0.0034400182776153092 0.0013146653072908523 0.00017767510871635753 0.000490355829242617 0.0019672545604407792 0.0011980500421486797 0.0005375427135732026 0.0013986918493174019
decision_type=2 2 2 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 -1 5 -5 -7 13 -4 -10 11 -9 19 14 15 -3 17 18 -8 -12 21 -21 -22
right_child=-2 2 8 4 -6 6 16 10 9 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24
leaf_value=-0.00027175636983651271 0.00020584130894174242 -0.0034555448520380695 -0.0028161400354453458 0.0055846061055367952 -0.0012719044795501725 -0.00062977704388841112 -0.0013611474277852073 -0.005805548924120222 0.0037462329902962985 -0.0033885571512097807 0.002087505104461442 0.001489751820760549 -0.0018004387460316238 0.0020201707417361265 -0.0054206407789111205 0.0039541255594337877 0.0035405825101826557 -0.0047166746098588437 0.0045244903175386689 -0.0068922112486417692 -0.0013524089666108368 -0.00034067551788893619 0.0033307537435072311
leaf_weight=1898.9099645614624 4703.4444659948349 59.9406898021698 426.51599049568176 82.091575264930725 184.27353858947754 288.51599931716919 54.493350982666016 63.904205560684204 70.298618674278259 54.68853235244751 404.7465980052948 42.358826994895935 208.70893537998199 46.517524123191833 108.08842301368713 35.818027853965759 269.20633673667908 37.350646257400513 69.009976983070374 49.241193532943726 95.807512998580933 147.28442251682281 158.78460705280304
leaf_count=1033 2266 35 260 28 126 147 27 36 29 35 175 14 105 23 71 15 109 24 30 27 52 63 50
internal_value=0 -0.000199352 -0.000765209 0.000187724 0.00107357 0.00161339 0.00115971 -0.000271912 -0.00203641 0.000624382 0.000146043 -0.00289748 0.00044984 -0.00222649 -0.00319557 -0.000683998 0.00236022 0.000384763 0.00192757 0.000998587 2.1601e-05 -0.00198222 0.0015684
internal_weight=0 4856.56 1972.7 2883.85 984.941 800.668 718.576 1421.2 551.503 124.987 1170.84 106.263 1064.57 250.365 203.847 95.7587 430.06 160.854 123.503 855.864 451.118 196.526 254.592
internal_count=4780 2514 990 1524 491 365 337 666 324 64 522 50 472 144 121 50 190 81 57 367 192 90 102
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=24
num_cat=0
split_feature=46 22 129 110 34 77 29 33 92 43 109 136 113 35 92 58 87 133 79 69 43 46 56
split_gain=0.157408 0.383738 0.371926 0.419869 0.574626 0.562636 0.613598 0.57102 0.878347 0.501592 0.540599 0.41559 0.371018 0.361296 0.545581 0.416757 0.466648 0.414303 0.400832 0.373619 0.409356 0.355324 0.553662
threshold=0.00064626874518580746 0.00077738583786413084 0.000490355829242617 0.0058306583669036635 0.0060143163427710542 0.0020292587578296666 0.0020292587578296666 0.00077738583786413084 0.00055427959887310873 0.024810968898236755 0.011519505176693203 0.0026012937305495147 0.0060143163427710542 0.044033329933881767 0.0014427106943912806 0.021960759535431865 0.00055427959887310873 0.0025217677466571335 0.0019672545604407792 0.00039601318712811922 0.012636432424187662 0.015200819820165636 0.00096484774257987748
decision_type=2 2 2 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 11 -7 8 -8 10 -6 21 -12 15 -15 -4 18 -18 -17 -19 -21 22 -2
right_child=2 -3 13 4 9 6 7 -9 -10 -11 12 -13 -14 14 -16 16 17 19 -20 20 -22 -23 -24
leaf_value=0.000528655236546858 9.8670340294274369e-05 -0.0036198804765497968 -2.2039287349157279e-05 -0.0040738781697286152 0.0043388632530538844 -0.0038620607705331686 -0.0046754540583432867 -0.0017483300560218384 0.0024483047953703079 -0.0050635635525776226 -0.0035290555313018234 0.0025004448490525662 0.0018137164398247391 0.0073285650032269001 -0.00044768950826377414 0.0067474398004011508 -0.0033200767969740657 0.0050957252503618846 0.0012986075292979579 -0.0022245480091662184 0.0036436537411784716 -0.0015587797282471344 0.0048383427890122564
leaf_weight=1863.6397784948349 1217.3737889528275 57.460997104644775 4057.7218717336655 185.17181754112244 67.623744606971741 185.4157942533493 53.253504633903503 451.65448486804962 230.81102550029755 46.46872878074646 73.315060138702393 181.27705991268158 58.359276056289673 43.745059370994568 46.566319465637207 68.766000270843506 57.119429707527161 52.911937236785889 66.286307573318481 75.648366808891296 48.948421478271484 305.56111335754395 64.900075197219849
leaf_count=879 492 41 2278 109 27 119 30 214 96 21 45 57 24 17 25 20 27 16 26 33 15 146 23
internal_value=0 0.000404571 -0.000101745 -0.000521487 -0.00197044 -0.000289386 -0.00129147 -0.000643628 0.00111282 -0.000385621 0.000705097 0.000232376 -0.00116109 0.000188245 0.00331898 0.000124384 0.00173157 0.000383805 0.00407305 0.00157565 8.0802e-05 -2.65613e-05 0.000338561
internal_weight=0 1921.1 7638.9 3121.19 430.939 2690.25 921.135 735.719 284.065 245.767 199.298 1769.11 131.674 4517.71 90.3114 4427.4 369.68 234.628 135.052 177.509 124.597 1587.83 1282.27
internal_count=4780 920 3860 1403 226 1177 459 340 126 117 96 718 69 2457 42 2415 137 91 46 64 48 661 515
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=24
num_cat=0
split_feature=92 90 87 39 49 144 86 110 54 51 25 19 109 17 136 51 94 40 149 107 116 61 52
split_gain=0.151534 0.432079 0.411623 0.599222 0.466839 0.404396 0.423018 0.605046 0.560272 0.562301 0.744372 0.823515 0.498866 0.436248 0.388081 0.39955 0.456801 0.451715 0.501354 0.577818 0.474892 0.530858 0.448027
threshold=0.002945306478068233 0.00017767510871635753 0.00043393640953581786 0.0031340263085439806 0.0017376682371832433 0.016668972559273246 0.00073092587990686308 0.024066280573606495 0.0012745757703669371 0.0020932231564074759 0.0014881226234138014 0.0034400182776153092 0.00017767510871635753 0.0010585968848317864 0.0044099434744566688 0.0058306583669036635 0.00043393640953581786 0.0011980500421486797 0.00085274505545385193 0.0016331639490090313 0.0014427106943912806 0.0011615398107096555 0.0013146653072908523
decision_type=2 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 -3 4 -4 6 12 8 -8 13 11 -11 -2 -10 15 -1 -17 22 19 -19 -20 -22 -18
right_child=1 2 3 -5 -6 -7 7 -9 9 10 -12 -13 -14 -15 -16 16 17 18 20 -21 21 -23 -24
leaf_value=-4.8463002144234057e-05 0.0044263548578840455 -0.0028709889933867441 0.00046862747922006418 -0.0021889767796054375 0.0060218786322848005 -0.0019311349060631836 -0.00070814133646101012 0.0069172006594779003 0.0077814401780634552 0.0074292382281331204 -0.00042672741014330214 0.00076697049976284868 6.6886536508076826e-05 0.0025546199377471475 0.0019111484677984563 -0.0046639118395504506 -0.0025066800181479314 0.003201024136301862 -0.0054675685676191712 -0.002847625255608464 0.0013129177108194177 -0.0025566502343130435 0.0028527813911048455
leaf_weight=4250.8229440450668 67.623744606971741 195.96890449523926 205.83887994289398 197.30634152889252 46.371138095855713 169.56173121929169 285.18682301044464 47.757370471954346 60.985354781150818 79.416701197624207 311.54520094394684 111.51519000530243 2218.1981086730957 115.57629644870758 214.56659972667694 85.303198099136353 54.590941667556763 106.31182789802551 90.604150891304016 62.810745239257812 122.06830024719238 323.58213424682617 136.48733556270599
leaf_count=2120 27 121 95 122 17 115 172 20 24 26 176 50 1042 55 76 52 31 52 54 45 52 185 51
internal_value=0 0.000229091 -0.00095869 -0.000125014 0.00148964 0.000450209 0.000572649 0.00142373 0.00115164 0.00193273 0.00107983 0.00353809 0.000195857 0.00435999 -0.000172975 -0.000258436 -0.00116758 -0.000834881 -0.00141904 0.000954605 -0.00216764 -0.00149674 0.00132159
internal_weight=0 4112.85 645.485 449.516 252.21 3467.37 3297.8 1011.98 964.226 679.039 502.477 190.932 2285.82 176.562 5447.15 5232.58 981.759 896.455 705.377 169.123 536.255 445.65 191.078
internal_count=4780 2062 355 234 112 1707 1592 523 503 331 252 76 1069 79 2718 2642 522 470 388 97 291 237 82
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=24
num_cat=0
split_feature=127 92 40 17 141 75 32 8 60 79 121 98 24 110 142 10 121 101 70 92 51 95 72
split_gain=0.149861 0.722912 0.422085 0.337935 0.244544 0.436792 0.459296 0.349735 0.531932 0.668067 0.388125 0.416938 0.421355 0.413193 0.376733 0.338797 0.342925 0.322664 0.318062 0.449697 0.352147 0.41325 0.270775
threshold=0.062805486842989935 0.00017767510871635753 0.0041444667149335155 0.0033348383149132137 0.007706565549597145 0.0036604277556762104 0.00055427959887310873 0.0095705352723598498 0.0022272822679951791 0.0014881226234138014 0.076978169381618514 0.0037758676335215573 0.0035485138650983576 0.00017767510871635753 0.0079489401541650313 0.012252715881913902 0.007706565549597145 0.0016846025246195497 0.0068083447404205808 0.0014427106943912806 0.0018488886416889729 0.0012745757703669371 0.0062037324532866487
decision_type=2 2 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 7 -7 8 10 14 11 18 -13 -14 -10 16 17 -9 19 -6 21 -21 -19
right_child=1 2 -4 -5 5 6 -8 15 9 -11 -12 12 13 -15 -16 -17 -18 22 -20 20 -22 -23 -24
leaf_value=8.9898014300402102e-05 0.0068465229933522692 -4.0217255358634138e-05 -0.003604415033327354 0.0052251265017432789 -0.0047856206958867241 0.0039810945983959865 -2.3227436966913184e-05 -0.0014829452223604541 -0.00069203220655513636 -0.004613390844239151 0.0021826582198866381 -0.0076061794552441404 0.0011587043337022245 -0.0051735474138877163 0.0040720516416750977 0.0040951175906380971 -0.0042677051500926901 0.0032286460514557944 0.0022539568945250821 -0.002279875453675959 -0.0036943002641840732 0.0042079293461361501 -0.0012710588093160398
leaf_weight=7548.4125900268555 46.322342753410339 118.10478448867798 59.9406898021698 41.070185303688049 118.88550996780396 83.672989010810852 496.71701848506927 147.57719457149506 76.985803842544556 52.013658285140991 39.683952927589417 78.762398958206177 41.021389961242676 69.253953695297241 90.018606781959534 46.371138095855713 50.432244539260864 104.58402812480927 41.118980646133423 46.712705492973328 61.473308205604553 51.72088623046875 49.143602848052979
leaf_count=3757 15 51 35 15 83 39 285 75 34 33 12 53 13 40 30 17 22 35 17 31 44 21 23
internal_value=0 0.00117143 -2.83141e-05 0.00131834 -3.34543e-05 -0.000566693 0.000554063 -0.00112468 -0.00174835 0.000334787 -0.00257995 -0.0029513 -0.004813 -0.00281801 0.0018759 7.79105e-05 -0.000451697 0.000187025 -0.00185121 -0.00245668 -0.000725186 0.00112907 0.00179018
internal_weight=0 265.438 219.116 159.175 9294.56 1746.15 580.39 1165.76 767.651 219.018 548.633 508.949 189.038 110.275 167.004 398.108 351.737 301.305 319.911 278.792 159.907 98.4336 153.728
internal_count=4780 116 101 66 4664 907 324 583 411 97 314 302 106 53 64 172 155 133 196 179 96 52 58
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=24
num_cat=0
split_feature=46 28 12 125 83 6 36 72 10 94 59 3 95 141 52 147 69 121 146 39 75 145 98
split_gain=0.147172 0.385254 0.436315 0.421437 0.368399 0.492038 0.462982 0.386216 0.652702 0.542203 0.529943 0.463508 0.453632 0.409605 0.368293 0.347162 0.343085 0.538193 0.369563 0.337489 0.325115 0.779684 0.665995
threshold=0.0081988852471113222 0.0022975050378590827 0.00062670491752214741 0.0020292587578296666 0.0026833302108570938 0.00090704852482303988 0.00017767510871635753 0.00017767510871635753 0.00050559637020342063 0.0012745757703669371 0.00099512818269431613 0.00073092587990686308 0.0036604277556762104 0.00070876078098081063 0.0015349716995842757 0.00055427959887310873 0.00085274505545385193 0.0025217677466571335 0.011519505176693203 0.0012745757703669371 0.00064626874518580746 0.0010918468469753864 0.015675474889576439
decision_type=2 2 2 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 -1 6 7 14 10 9 -9 -6 12 -11 -12 -2 -4 17 -3 -18 -8 21 -5 -23
right_child=4 2 15 20 5 -7 19 8 -10 11 13 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 22 -24
leaf_value=-2.0593152345066247e-05 0.00055773051449596763 -0.0031924266975065655 0.0033135749547935191 0.0023823165244414076 0.0010685242834048653 0.0038082849740946551 -0.0037436143119848548 0.0015536725943558049 -0.00020440472641875668 -0.010787450688930124 -0.00017951909462044595 -0.00046886183032668523 -0.0032168026457126127 -0.0060072815758579687 0.0056395483538892064 -0.00046285244572334379 -0.0077885876292681207 0.0037751268425113916 -0.0010384196866607648 0.00079550387412479862 0.0012480382724356807 -0.00074085161440605408 -0.007035397631721842
leaf_weight=3286.7836892604828 63.806614875793457 91.892792582511902 64.948870539665222 161.80104851722717 66.335102915763855 64.948870539665222 52.062453627586365 38.541697263717651 2269.8302739858627 44.135422110557556 42.456417679786682 34.626976847648621 35.866823196411133 104.02731657028198 80.802933573722839 965.93340337276459 52.111248970031738 39.683952927589417 33.191949129104614 191.85900270938873 1520.5616700649261 200.63551783561707 53.155913949012756
leaf_count=1517 32 53 25 66 28 25 35 19 1167 33 18 20 17 66 29 573 37 12 15 114 756 97 26
internal_value=0 0.000135553 -0.000653779 0.000324124 -0.000283922 -0.000491016 0.00115564 -0.000596955 -0.000417583 -0.00357665 -0.00263916 -0.00530162 -0.00739336 -0.00431818 0.00339728 -0.000224925 -0.00269222 -0.00109099 -0.00516206 -0.000173323 0.000909311 -0.000330018 -0.00205923
internal_weight=0 6470.7 1247.76 5222.94 3089.3 2700.77 388.531 2635.82 2423 153.171 212.819 114.629 80.0022 146.484 144.61 1030.88 216.88 131.577 85.3032 243.921 1936.15 415.592 253.791
internal_count=4780 3177 715 2462 1603 1393 210 1368 1256 89 112 70 50 84 61 598 117 65 52 149 945 189 123
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=24
num_cat=0
split_feature=146 14 24 21 148 135 36 78 81 115 118 63 138 88 129 47 145 80 109 84 125 78 88
split_gain=0.15228 0.31809 0.350454 0.345699 0.51272 0.389593 0.408542 0.437727 0.454618 0.361278 0.355365 0.32082 0.30272 0.401891 0.43476 0.404498 0.367756 0.367495 0.309252 0.278922 0.26459 0.236899 0.257897
threshold=0.013439828064292671 0.007706565549597145 0.002945306478068233 0.0092791137285530585 0.0060143163427710542 0.0037758676335215573 0.001792412775103003 0.014293605927377941 0.0044099434744566688 0.00055427959887310873 0.00075379351619631063 0.0034400182776153092 0.00044738779251929378 0.0028552538715302949 0.0038949446752667431 0.0017376682371832433 0.00080172589514404546 0.0072436286136507997 0.01884530205279589 0.00037263428384903824 0.0022975050378590827 0.010500331409275534 0.0041444667149335155
decision_type=2 2 2 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 9 -9 10 -2 -8 17 16 -15 -16 -14 18 20 -18 -6 -4 -23
right_child=1 2 21 -5 12 -7 11 8 -10 -11 -12 -13 13 14 15 -17 19 -19 -20 -21 -22 22 -24
leaf_value=-9.19445884072723e-05 0.0042670780219555985 -0.00081536622159326467 0.0049672136103819852 0.00247117010386309 -0.0068956758304667999 -0.0015643726792480687 -0.004506590579298953 0.0035722360716568535 -0.003320017138116397 0.0052198661561759785 -0.001048873126045205 0.0016810705293536735 -0.0019221362596794152 -0.0048175913650109602 0.004574773609717228 -0.0024780244555835007 0.00037997384485560228 0.00097060402158145756 -0.0001949567256452825 0.0044020897370357897 -0.0028047901138529632 -0.0010799850022516636 0.0045279429177233358
leaf_weight=7885.9058433771133 60.887764096260071 74.603701829910278 95.368354916572571 143.22331607341766 59.989485144615173 116.76734745502472 42.651599049568176 41.070185303688049 57.314611077308655 139.01582360267639 64.997665882110596 41.167775988578796 67.965312004089355 74.89647388458252 34.529386162757874 49.43637490272522 84.961630702018738 71.782441735267639 66.383898258209229 87.490118741989136 115.86906850337982 47.854961156845093 35.866823196411133
leaf_count=3974 20 44 34 58 37 50 26 15 35 47 27 19 41 56 16 35 38 36 30 34 67 24 17
internal_value=0 0.00043311 0.00206393 0.000141834 -0.00011938 0.00100738 0.00167903 0.00240502 -0.000442884 0.00346273 0.00152232 -0.00146753 -0.00101009 -9.66167e-05 -0.00204807 0.00042231 0.00119286 -0.00217157 -0.00310267 0.00242052 -0.00420029 0.00326336 0.00132248
internal_weight=0 1674.09 253.694 1420.4 1277.18 563.873 447.105 363.286 98.3848 264.901 125.885 83.8194 713.304 399.279 158.862 83.9658 240.417 314.025 242.242 172.452 175.859 179.09 83.7218
internal_count=4780 806 119 687 629 239 189 144 50 94 47 45 390 220 107 51 113 170 134 72 104 75 41
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=24
num_cat=0
split_feature=127 92 58 11 141 35 14 44 75 8 143 60 46 59 150 46 117 50 27 86 18 141 93
split_gain=0.141091 0.640985 0.42635 0.456392 0.213535 0.376305 0.564218 0.379132 0.363834 0.475125 0.425836 0.373891 0.352572 0.433154 0.416481 0.508412 0.330787 0.314113 0.585804 0.31944 0.220656 0.412647 0.424635
threshold=0.062805486842989935 0.00017767510871635753 0.017188700847327713 0.0087224207818508166 0.007706565549597145 0.0010585968848317864 0.00040826165059115743 0.0038949446752667431 0.0036604277556762104 0.0048403022810816774 0.002945306478068233 0.0054799309000372895 0.0045489775948226461 0.0084566329605877417 0.00082683752407319855 0.0095705352723598498 0.0031340263085439806 0.00087947337306104611 0.0026012937305495147 0.00044738779251929378 0.0037758676335215573 0.0026833302108570938 0.013032016810029747
decision_type=2 2 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 20 12 7 -7 9 10 -8 -11 13 -6 -14 -16 17 -10 -19 -20 -1 22 -22
right_child=1 2 -4 -5 5 6 8 -9 16 11 -12 -13 14 -15 15 -17 -18 18 19 -21 21 -23 -24
leaf_value=0.00018891838478332618 0.006480488170421031 -0.0034094966311499376 0.0035663104503258769 0.0021560608375024467 -0.0018695574088269324 -0.00054531943384308228 -0.00075942288544686822 0.0046284726697908901 -0.00096885087351552927 -0.00095960392302295728 -0.0051793671534549213 0.0030556202580165753 0.00030318541268279211 0.0030209573242281577 -0.010130622026586095 -0.0030643405921075197 -0.0007809223029934466 0.0082104335971610581 0.0048330273530354023 -0.00015538713623957566 0.00060422802909911532 -0.0020500116909744487 -0.0030301211851021508
leaf_weight=6540.6571084260941 46.322342753410339 100.0150054693222 60.790173411369324 58.310480713844299 175.37060022354126 55.830788016319275 99.67343807220459 96.803382635116577 77.32737123966217 366.79044485092163 120.22294700145721 68.863590955734253 49.192398190498352 61.034150123596191 36.062004566192627 86.543044447898865 262.30400741100311 39.73274827003479 46.419933438301086 103.97852122783661 582.72331416606903 331.80193781852722 93.230229616165161
leaf_count=3192 15 63 16 22 84 28 49 39 48 180 84 24 25 26 25 49 149 14 19 64 312 199 54
internal_value=0 0.00113664 6.92215e-06 -0.00135973 -3.24607e-05 -0.000530745 -0.000125313 0.00273599 -0.000493767 -0.00128125 -0.00317592 -0.00032492 -0.00185961 -0.000606941 -0.00358337 -0.00514276 0.000480701 0.00171801 0.00281077 0.00138427 8.28057e-05 -0.0006059 0.000102964
internal_weight=0 265.438 219.116 158.325 9294.56 1746.15 1337.95 152.634 1185.31 655.55 219.896 435.654 408.202 236.405 171.797 122.605 529.763 267.459 190.131 150.398 7548.41 1007.76 675.954
internal_count=4780 116 101 85 4664 907 698 67 631 337 133 204 209 110 99 74 294 145 97 83 3757 565 366
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=24
num_cat=0
split_feature=92 119 146 87 121 0 25 5 143 61 5 110 123 136 140 37 93 109 116 17 1 20 125
split_gain=0.144168 0.397475 0.727144 0.509661 0.516891 0.43314 0.419648 0.457085 0.441959 0.414829 0.362585 0.431371 0.339197 0.511052 0.385905 0.32376 0.440361 0.319832 0.380225 0.308061 0.371431 0.368572 0.3347
threshold=0.002945306478068233 0.0015833032084628942 0.0079489401541650313 0.0022975050378590827 0.076978169381618514 0.0058306583669036635 0.00052132029668428015 0.0026833302108570938 0.013032016810029747 0.0084566329605877417 0.000490355829242617 0.0019071503775194289 0.0022272822679951791 0.0012357163941487672 0.0068083447404205808 0.0023699469165876512 0.0070226341485977182 0.004017772153019906 0.010829726699739696 0.0087224207818508166 0.0010585968848317864 0.0026833302108570938 0.0026833302108570938
decision_type=2 2 2 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 15 5 10 8 -8 9 -7 -5 -12 13 14 -3 19 17 -17 -19 22 -21 -22 -1
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 18 -20 20 21 -23 -24
leaf_value=-7.5723947221835453e-05 0.00022345433286139198 0.00093354044562898853 0.0051536590132945127 -0.0013032576235444081 0.0031546554706552449 -0.0015189410726355768 -0.0028935272959249212 0.0020078499146378688 0.0056092543457964966 0.0038411209710650998 -0.0023645468413407578 -0.0068368573864945803 0.0044313580279060627 0.0020381684220452789 -0.0050980645420061815 -0.0017758181144675957 -0.0040786871814001346 0.0016297271588775718 -0.0026718284505574531 5.8305851495960247e-05 -0.0069510628523528229 0.0001980238522276346 0.0010055353467815274
leaf_weight=2154.2939031124115 4112.8517854213715 41.070185303688049 96.70579195022583 248.88084173202515 62.127610445022583 127.61322975158691 216.17684602737427 60.985354781150818 43.696264028549194 50.334653854370117 142.22744643688202 86.835816502571106 37.155464887619019 91.45363450050354 74.847678542137146 256.95425927639008 101.30364716053009 224.36781704425812 66.627874970436096 112.95021772384644 50.822607278823853 27.939791679382324 1071.7772406339645
leaf_count=1006 2062 15 35 137 17 64 142 24 15 18 71 61 16 35 54 145 62 101 40 55 38 15 552
internal_value=0 -0.000168718 0.00148344 -0.000279134 -0.00126753 -0.00154881 -0.000518149 -0.00181505 0.00110361 -2.78442e-06 -0.00262446 -0.00405996 3.1937e-05 -0.000756322 -0.00296104 -2.66593e-05 -0.00105021 -0.000490307 0.000644821 0.000167777 -0.0017795 -0.00441503 0.000283496
internal_weight=0 5447.15 341.233 5105.92 1038.88 976.75 498.806 277.162 221.644 177.948 477.944 229.063 244.527 207.371 115.918 4067.04 649.254 547.95 290.996 3417.78 191.713 78.7624 3226.07
internal_count=4780 2718 155 2563 549 532 263 166 97 82 269 132 120 104 69 2014 348 286 141 1666 108 53 1558
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=24
num_cat=0
split_feature=46 10 28 12 12 125 87 131 92 128 29 15 114 60 101 76 77 65 20 11 77 34 109
split_gain=0.133857 0.343653 0.337149 0.391489 0.375961 0.355277 0.461551 0.414843 0.345577 0.401005 0.503902 0.336034 0.387641 0.537192 0.499352 0.632939 0.458156 0.45904 0.448318 0.382269 0.79452 0.586557 0.382241
threshold=0.0081988852471113222 0.057509137317538268 0.0022975050378590827 0.00062670491752214741 0.00075379351619631063 0.0020292587578296666 0.0092791137285530585 0.0015349716995842757 0.021960759535431865 0.0016846025246195497 0.0068083447404205808 0.012636432424187662 0.00017767510871635753 0.0019672545604407792 0.0049928687512874612 0.0005893622583243997 0.004017772153019906 0.0084566329605877417 0.0019071503775194289 0.0035485138650983576 0.00096484774257987748 0.0068083447404205808 0.0092791137285530585
decision_type=2 2 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 -5 -1 8 -8 11 10 -10 12 13 19 16 -16 18 -18 -14 20 -7 -22 -13
right_child=1 -3 3 4 -6 6 7 -9 9 -11 -12 22 14 -15 15 -17 17 -19 -20 -21 21 -23 -24
leaf_value=-1.0823357758311068e-05 -0.00019910433762368226 -0.0041510359531576344 -0.0025400273292678402 0.0040115149348466488 -0.0004192455684498285 0.0048812514632045906 -0.0054702612530857595 0.001089671161070225 0.0044102035147634035 0.0063435243955130395 -0.0021396653171961363 0.0037747134920148584 -0.0021008736038522391 0.0048303608737185841 -0.004511291381226446 0.001905727108145989 0.0020959743061933905 -0.0033011845453763179 0.0023845162814006169 -0.0037918915044754808 -0.0048129461845929878 0.0031377973632328361 0.00074377254092898408
leaf_weight=3286.7836892604828 3033.2739365100861 56.025969386100769 216.87994360923767 50.334653854370117 980.54762005805969 88.729965090751648 53.448686003684998 43.891445398330688 63.611433506011963 62.322791814804077 54.542146325111389 177.65511155128479 234.46180641651154 103.14900040626526 123.99128139019012 55.684401988983154 366.93683087825775 44.135422110557556 73.071083426475525 42.554008364677429 58.603252768516541 38.395311236381531 250.97017168998718
leaf_count=1517 1567 36 117 18 580 31 38 23 24 25 29 70 138 30 77 22 186 33 35 22 34 13 115
internal_value=0 -0.000270775 0.000129276 -0.000609133 -0.000202906 0.000305682 0.000842976 -0.00251234 0.00102059 0.00309838 0.00138665 0.000794469 0.000374263 0.00183574 -0.000164966 -0.00252255 0.000424511 0.0015165 -0.00103513 0.000482628 0.001462 -0.00166577 0.00200003
internal_weight=0 3089.3 6470.7 1247.76 1030.88 5222.94 1936.15 97.3401 1838.81 180.476 118.154 1658.34 1229.71 331.432 898.281 179.676 718.605 411.072 307.533 228.283 185.729 96.9986 428.625
internal_count=4780 1603 3177 715 598 2462 945 61 884 78 53 806 621 130 491 99 392 219 173 100 78 47 185
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=24
num_cat=0
split_feature=146 148 21 28 117 67 88 109 124 32 53 101 22 108 140 11 19 65 102 33 29 63 32
split_gain=0.137036 0.283781 0.431776 0.374636 0.413296 0.304769 0.276901 0.275446 0.336488 0.30569 0.284593 0.394514 0.278886 0.253664 0.240585 0.2654 0.313304 0.233444 0.356853 0.305769 0.31634 0.230517 0.225092
threshold=0.013439828064292671 0.0060143163427710542 0.0092791137285530585 0.00046126570669002836 0.019431582652032379 0.0044099434744566688 0.0028552538715302949 0.011519505176693203 0.0018488886416889729 0.0058306583669036635 0.00093549740267917525 0.0019071503775194289 0.00060774214216507982 0.0026833302108570938 0.00090704852482303988 0.0016846025246195497 0.0072436286136507997 0.000490355829242617 0.0025217677466571335 0.001792412775103003 0.011519505176693203 0.0042751494329422721 0.0017376682371832433
decision_type=2 2 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 13 6 17 9 -9 10 11 -2 14 -3 -12 -16 -17 18 22 -19 -21 -4 -5
right_child=1 2 21 5 -6 -7 -8 8 -10 -11 12 -13 -14 -15 15 16 -18 19 -20 20 -22 -23 -24
leaf_value=-8.7221347223848941e-05 -0.0026899626568094802 -0.0008867282391893847 0.0049495059153623509 0.0022008855896619938 0.00074712915759627633 0.0033833733077780898 -0.0022912863375714946 -0.0023848475139943794 0.0029326980608528255 -0.00041913766511101323 0.0074036309092788454 0.0034391751455686969 -0.00048405387892375682 -0.0051758088289577085 0.00038385774033019345 0.00585880903575315 0.0015544347156029427 -0.0020079468641341892 -0.0043174753709942521 0.00056110550474932394 0.0047202684289636941 0.00042454999374546567 -0.0019655039362436121
leaf_weight=7885.9058433771133 58.45686674118042 51.867272257804871 58.212890028953552 76.839417815208435 76.937008500099182 63.757819533348083 129.53621089458466 99.67343807220459 42.407622337341309 134.30041491985321 37.009078860282898 47.659779787063599 47.806165814399719 102.78747022151947 66.432693600654602 103.24659109115601 71.587260365486145 51.964862942695618 55.928378701210022 107.64926493167877 79.46549654006958 54.493350982666016 56.074764728546143
leaf_count=3974 28 27 18 28 32 30 89 49 16 69 10 16 22 69 32 34 28 31 32 53 28 27 38
internal_value=0 0.000410861 -0.000146821 -0.000531208 -0.00224757 0.000108659 -0.000265878 0.00117076 -0.000797694 0.00166446 0.00231191 6.27945e-05 0.00304384 -0.00373736 0.00364991 0.00307411 0.00409635 0.000347233 -0.000966783 0.00138514 0.00232745 0.00276169 0.00044314
internal_weight=0 1674.09 965.514 852.808 231.592 621.216 557.458 708.58 142.081 566.499 432.198 106.117 326.082 154.655 278.276 241.267 174.834 427.922 188.843 239.08 187.115 112.706 132.914
internal_count=4780 806 502 457 128 329 299 304 65 239 170 44 126 96 104 94 62 210 98 112 81 45 66
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=24
num_cat=0
split_feature=36 52 43 1 87 141 32 23 144 25 34 107 98 28 115 92 139 134 80 117 8 95 124
split_gain=0.13269 0.187582 0.191173 0.180622 0.517933 0.658787 0.688134 0.516693 0.525334 0.564039 0.419384 0.36178 0.348951 0.313855 0.312687 0.30992 0.271058 0.26678 0.271498 0.270728 0.242316 0.231921 0.438807
threshold=0.013439828064292671 0.00899649551138282 0.00075379351619631063 0.0063990866765379914 0.004017772153019906 0.0011980500421486797 0.00062670491752214741 0.020035739988088611 0.00039601318712811922 0.0017376682371832433 0.00899649551138282 0.0021592099219560628 0.010180860292166473 0.00096484774257987748 0.00244467705488205 0.00068727668258361529 0.0003614811430452392 0.00046126570669002836 0.0062037324532866487 0.014293605927377941 0.0066005610860884198 0.034632634371519096 0.002945306478068233
decision_type=2 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 21 7 -6 -7 8 9 11 17 -5 -12 -11 -10 -16 20 18 -9 -20 -8 -1 -23
right_child=1 -3 -4 4 5 6 16 10 14 13 12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24
leaf_value=0.00019024309636803274 -0.00088940397025460711 0.0015770697031558924 -0.0042541003234591078 0.00033240592660257578 -0.0032194046966896104 0.0063056034389280431 -0.0032646287031302236 -0.0024986170542480976 -0.003022306024011618 -0.0047207236361798046 -0.0029060855046739095 0.0045559840881221232 0.003513338895366193 0.00047482794362917045 0.0032641765431399186 -0.0010558541961850768 0.003496333118315726 -0.0010418689958035059 -0.0049926723829655717 -0.010870740909972004 0.0010410953660996596 -0.0026732812058812413 0.00099187331096699141
leaf_weight=7400.3186094760895 201.56262934207916 57.070634365081787 53.399890661239624 87.538914084434509 67.965312004089355 76.790622472763062 49.338784217834473 55.977174043655396 182.59453415870667 46.663910150527954 45.375268459320068 120.48688650131226 39.683952927589417 77.083394527435303 47.854961156845093 313.41938674449921 63.660228848457336 51.916067600250244 58.798434138298035 29.374819397926331 96.754587292671204 196.76959276199341 139.60136771202087
leaf_count=3607 135 25 36 36 41 26 31 34 111 29 30 41 12 38 24 199 26 29 42 20 37 100 71
internal_value=0 -0.00101411 -0.00159411 3.42167e-05 -0.000465746 0.00120628 0.00225601 -0.000978165 -0.000379408 0.00118861 -0.00284315 0.00277867 8.88647e-05 -0.00148436 -0.00133594 -0.000483616 0.000773457 -0.00411515 -0.005222 -0.00695094 -0.000413038 0.000131879 -0.00115216
internal_weight=0 312.033 254.963 9247.97 1511.28 354.51 286.544 1156.77 875.642 331.773 281.126 208.026 85.0592 123.747 543.869 361.274 209.754 196.066 144.15 88.1733 146.093 7736.69 336.371
internal_count=4780 196 171 4584 806 161 120 645 478 144 167 77 42 67 334 223 94 125 96 62 68 3778 171
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=24
num_cat=0
split_feature=10 108 148 63 117 87 149 104 23 80 65 91 127 8 91 131 102 38 3 53 148 80 43
split_gain=0.137108 0.285627 0.474141 0.403646 0.45406 0.368043 0.325815 0.4193 0.388198 0.427647 0.434026 0.362516 0.575046 0.35794 0.439858 0.410868 0.445267 0.479523 0.385329 0.366178 0.345454 0.532835 0.519368
threshold=0.00899649551138282 0.044033329933881767 0.0038949446752667431 0.014740333426743748 0.066585760563611998 0.00090704852482303988 0.070576477795839324 0.0070226341485977182 0.022641776129603389 0.0032328735105693345 0.0011261500185355546 0.000490355829242617 0.0005893622583243997 0.00087947337306104611 0.0014427106943912806 0.0045489775948226461 0.0028552538715302949 0.00037263428384903824 0.00017767510871635753 0.0072436286136507997 0.0020292587578296666 0.00075379351619631063 0.0022975050378590827
decision_type=2 2 2 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 -6 7 8 9 10 -2 -8 -13 20 -15 16 18 -18 19 -16 22 -22 -9
right_child=1 2 -4 -5 5 -7 11 13 -10 -11 -12 12 -14 14 15 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.00012341565198145866 -0.0003365369699131825 0.0007231969249793627 -0.0040278110760989657 0.004062611211299162 -0.0006660285494289208 -0.0067890049757916337 0.0010421521692271184 -0.0021406084526443838 -0.003707755192586155 0.0019468603230554642 -0.0042920891833341896 -0.006914337665785095 -0.00011537095004677763 -0.0010776474999815951 0.0074093598985510815 -0.00085317631458514025 -0.00262653731337705 0.0018453833141297644 0.00067073847106749896 0.0026384644336108426 0.0057148644801479102 0.00076226366382904035 0.0034716742599988437
leaf_weight=6709.6621280908585 268.69842052459717 90.311378836631775 125.4751044511795 55.733197331428528 51.769681572914124 46.663910150527954 60.838968753814697 102.59228885173798 113.29178512096405 134.20282423496246 93.474206328392029 65.095256567001343 59.550327062606812 511.03846311569214 64.802484512329102 252.64917612075806 99.868619441986084 149.95929658412933 111.61278069019318 106.01905584335327 103.4417724609375 114.33645009994507 68.912386298179626
leaf_count=3338 142 42 84 24 23 29 18 61 69 65 64 31 19 280 19 130 57 65 54 40 42 58 26
internal_value=0 -0.000290519 -0.00203941 -0.000147274 -0.000238257 -0.00356872 -0.000106089 5.68289e-05 -0.00106683 -0.000464069 -0.00135744 -0.00212178 -0.00366608 0.000463335 6.39574e-05 0.000807231 0.00159538 5.77347e-05 0.0029555 0.00444834 0.00179289 0.00311468 0.000114466
internal_weight=0 2850.34 215.786 2634.55 2578.82 98.4336 2480.38 2294.9 609.667 496.375 362.173 185.485 124.646 1685.23 1295.95 784.911 532.262 249.828 282.434 170.822 389.283 217.778 171.505
internal_count=4780 1442 126 1316 1292 52 1240 1172 340 271 206 68 50 832 645 365 235 122 113 59 187 100 87
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=24
num_cat=0
split_feature=129 58 129 47 58 17 110 75 35 60 8 115 63 29 83 58 108 37 120 85 11 126 50
split_gain=0.130405 0.233241 0.165695 0.525099 0.62328 0.503882 0.5171 0.488404 0.475149 0.474621 0.458492 0.504344 0.450555 0.446635 0.50844 0.585785 0.43081 0.429081 0.644991 0.507204 0.569923 0.444109 0.435045
threshold=0.059226244688034065 0.0045489775948226461 0.000490355829242617 0.040252277627587325 0.017188700847327713 0.0012357163941487672 0.0058306583669036635 0.0010918468469753864 0.020035739988088611 0.0019672545604407792 0.0011261500185355546 0.0011980500421486797 0.0030382014811038975 0.010180860292166473 0.011519505176693203 0.00077738583786413084 0.0030382014811038975 0.00017767510871635753 0.00068727668258361529 0.0005375427135732026 0.004017772153019906 0.00075379351619631063 0.010500331409275534
decision_type=2 2 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 13 6 8 -5 -1 10 -6 -12 -10 -4 15 -15 -8 21 19 20 -19 22 -16
right_child=1 -3 3 7 9 -7 16 -9 12 -11 11 -13 -14 14 17 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00053248313576701551 -0.00058372962449604381 -0.0054393290783747127 -0.00016595150510887138 -0.0055877137675501261 0.0068628182710527875 -0.0010673461680508411 -0.0051970273673166969 -0.00048261204375700702 -0.0036172340226223137 4.1929176192462819e-05 0.0059312435269082506 0.000817858553972263 0.0019294651663515662 -0.0033829846541084557 0.0064846960452647207 0.0030881426752563004 -0.00081152095641143739 -0.0045638458282317674 0.0026836861210645766 -0.0036629168578943688 0.0018887144503294661 -0.0015587254006562043 0.0004878926529417403
leaf_weight=2764.7241252660751 209.78243291378021 28.037382364273071 2983.7089151144028 70.835367441177368 67.47735857963562 1195.1053500175476 65.290437936782837 138.36152136325836 133.25574994087219 189.59445416927338 66.188716888427734 177.65511155128479 50.481039881706238 38.785673975944519 70.249823331832886 355.65179049968719 393.53918552398682 46.615114808082581 110.08016228675842 169.46414053440094 128.70669007301331 53.302299976348877 53.107118606567383
leaf_count=1162 149 19 1742 51 21 548 39 74 80 75 22 70 24 29 27 154 200 27 45 111 55 32 24
internal_value=0 -0.00115617 2.94953e-05 0.000237655 0.000351232 -0.000183974 0.000125869 -0.00221123 0.000368855 0.00201414 0.00321521 0.00220583 -0.0020933 0.000143491 0.00104341 0.00245183 -0.00143557 0.000163745 -0.000648469 -0.00171233 0.000173087 0.00225505 0.00390298
internal_weight=0 237.82 9322.18 4719.78 4510.59 4602.4 3407.29 209.197 2948.46 500.916 311.321 243.844 183.737 4009.67 1025.96 394.437 458.83 631.525 454.866 344.786 175.322 176.659 123.357
internal_count=4780 168 4612 2559 2434 2053 1505 125 1266 188 113 92 104 2246 504 183 239 321 238 193 82 83 51
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=24
num_cat=0
split_feature=141 52 80 25 52 143 149 21 47 150 122 21 46 80 99 84 29 149 79 109 59 47 2
split_gain=0.131806 0.417673 0.345148 0.46466 0.38679 0.402838 0.462844 0.316674 0.505422 0.349159 0.387151 0.36986 0.358748 0.296768 0.359688 0.349245 0.314608 0.298568 0.515751 0.518782 0.497102 0.484888 0.448289
threshold=0.0005893622583243997 0.028884131461381916 0.0098710241727530974 0.00077738583786413084 0.0011615398107096555 0.002945306478068233 0.0070226341485977182 0.00057154725072905432 0.0032328735105693345 0.0015349716995842757 0.00082683752407319855 0.002945306478068233 0.0010918468469753864 0.0041444667149335155 0.034632634371519096 0.00040826165059115743 0.007706565549597145 0.0016331639490090313 0.002945306478068233 0.010500331409275534 0.00080172589514404546 0.0014427106943912806 0.00037263428384903824
decision_type=2 2 2 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 -7 8 -1 -9 11 -11 -13 14 17 16 -15 20 19 -19 -6 -22 -20
right_child=-2 -3 3 -5 13 6 -8 9 -10 10 -12 12 -14 15 -16 -17 -18 18 22 -21 21 -23 -24
leaf_value=0.00038915785717910054 -9.0110316012917714e-05 0.0049340998647147104 4.3633749762960024e-05 -0.0062188168116960232 -0.003745468377084601 -0.0011554047701015683 -0.0075092442054187636 -0.00099136992307043885 -0.0042608932527782983 0.0047543655948475661 0.0068991074714478545 0.0019415936762857693 -0.0033535623357491364 -0.0022446983412800479 0.0052887638465431014 -0.0046479596211201303 0.0029346864805498717 0.0046736992638644155 -0.0042920786162426883 -0.00053083806986940708 0.0046746143770605882 -0.00073545077586094831 0.0031844372013557897
leaf_weight=208.80652606487274 7737.2839838266373 49.046012163162231 80.94931960105896 46.712705492973328 65.33923327922821 165.25664806365967 34.675772190093994 111.85675740242004 81.144500970840454 60.887764096260071 39.73274827003479 91.45363450050354 49.192398190498352 51.818476915359497 63.513842821121216 41.314162015914917 67.526153922080994 193.16760718822479 47.903756499290466 63.660228848457336 67.770130634307861 106.50700926780701 34.4805908203125
leaf_count=109 3910 19 35 31 41 100 22 64 43 20 14 35 25 25 20 25 23 60 26 26 33 60 14
internal_value=0 0.000382511 0.000256649 -0.00224785 0.000450895 -0.000297161 -0.0022574 0.000312279 -0.000912186 0.00131769 0.00238823 0.0014989 8.95583e-05 0.00123622 0.00171694 -0.000685772 0.000685839 0.00132501 0.00227942 0.00338364 -2.61145e-05 0.00136833 -0.00116291
internal_weight=0 1822.72 1773.67 127.662 1646.01 843.007 199.932 643.074 289.951 353.123 241.267 201.534 140.646 803.001 642.342 160.659 119.345 578.829 339.212 256.828 239.616 174.277 82.3843
internal_count=4780 870 851 66 785 432 122 310 152 158 94 80 60 353 280 73 48 260 126 86 134 93 40
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=24
num_cat=0
split_feature=113 85 40 35 106 124 133 33 37 54 43 92 52 86 83 32 75 38 108 81 135 0 103
split_gain=0.124483 0.459763 0.328407 0.649864 0.436978 0.311444 0.283539 0.440923 0.23901 0.572265 0.203588 0.581779 0.431442 0.610269 0.425863 0.446404 0.400315 0.379506 0.327064 0.314601 0.307569 0.36596 0.297058
threshold=0.013439828064292671 0.0025217677466571335 0.0036604277556762104 0.0048403022810816774 0.024810968898236755 0.00040826165059115743 0.0070226341485977182 0.0032328735105693345 0.00099512818269431613 0.0014881226234138014 0.012636432424187662 0.00082683752407319855 0.0011615398107096555 0.00080172589514404546 0.036783467978239066 0.00068727668258361529 0.0005375427135732026 0.00064626874518580746 0.0060143163427710542 0.0010263677686452868 0.0027679565828293566 0.0013146653072908523 0.00050559637020342063
decision_type=2 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 6 -4 7 -2 9 -9 -1 12 18 17 15 16 19 20 -12 -13 -14 -22 -17
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 11 14 13 -15 -16 22 -18 -19 -20 -21 21 -23 -24
leaf_value=-3.8470359821346224e-05 0.0016322208557187985 0.0041146036215844329 -0.0077455020835924641 0.0025937312163525107 -0.0034280081635340701 -0.002675658318277525 0.0026165685966118924 -0.00010562446294677821 0.00040108416179569849 -0.0074121784693604413 -0.0047890523724931043 0.0038752481653569291 0.0036148220873821698 -0.0039715721473665656 0.0056666688212735688 0.0051412571653936421 -0.0027103925392090045 -0.0020705589683448567 0.00014179239933525308 -0.00050538768108774972 -0.0022787857386702887 0.0030063579978137933 0.0013805295217754433
leaf_weight=7741.9195413589478 144.21918570995331 47.708575129508972 49.338784217834473 41.118980646133423 92.986252903938293 78.469626903533936 104.53523278236389 56.875452995300293 59.501531720161438 50.676221251487732 84.912835359573364 72.680720686912537 146.79646909236908 67.818925976753235 64.802484512329102 93.884531855583191 91.551225185394287 70.249823331832886 55.684401988983154 93.982122540473938 67.574949264526367 63.562638163566589 119.149449467659
leaf_count=4100 45 18 31 17 44 41 33 17 17 32 36 19 43 35 19 27 39 27 22 31 25 22 40
internal_value=0 -0.000629638 -0.000963611 -0.00287378 -0.000329406 -0.00463281 0.000363528 -0.000393115 -0.00214161 -0.00354833 5.17012e-05 0.000690607 -0.000441635 0.000367647 0.00186625 0.00134365 -5.41463e-05 0.00121284 -0.00283616 0.00140498 0.00204274 0.000282933 0.00303789
internal_weight=0 725.43 677.721 168.927 508.794 127.808 415.808 311.272 167.053 107.552 8834.57 1092.65 556.6 416.003 536.051 471.248 258.214 348.184 140.597 166.663 277.934 131.138 213.034
internal_count=4780 295 277 89 188 72 144 111 66 49 4485 385 210 152 175 156 89 117 58 50 90 47 67
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=24
num_cat=0
split_feature=19 5 113 52 54 77 144 44 53 8 141 0 81 34 45 72 27 121 63 42 84 117 124
split_gain=0.131164 0.413036 0.529508 0.481207 0.385344 0.337754 0.300997 0.299824 0.355414 0.294445 0.407227 0.293748 0.262288 0.286472 0.256566 0.466133 0.751799 0.352531 0.299765 0.322144 0.297568 0.285089 0.253852
threshold=0.011880517937242987 0.033603202551603324 0.0051502294372767219 0.0060143163427710542 0.0035485138650983576 0.00044738779251929378 0.0045489775948226461 0.04673989117145539 0.0081988852471113222 0.017724351026117805 0.0030382014811038975 0.0034400182776153092 0.016668972559273246 0.0060143163427710542 0.0031340263085439806 0.0020932231564074759 0.00017767510871635753 0.00099512818269431613 0.0019071503775194289 0.00075379351619631063 0.0005375427135732026 0.00747153488919139 0.0012745757703669371
decision_type=2 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 5 6 -4 9 -1 -9 14 -11 -7 13 -8 15 16 -2 -18 22 -20 21 -17 -16
right_child=1 -3 3 -5 -6 11 12 8 -10 10 -12 -13 -14 -15 18 20 17 -19 19 -21 -22 -23 -24
leaf_value=5.2835730137683893e-05 -0.00019723472948432626 -0.0048915590264555844 0.00023939302870514979 -0.0020479785580518883 -0.001978515601839394 0.00072678656633297324 0.0020530876053465315 0.0050364687715024926 -0.00025352342057968454 0.0048411252995838585 -0.00045953083783307363 0.0050618727749254244 0.0054646298363408303 -0.002630757356173873 0.0037463328859421649 -0.0021728361740555812 -0.0047315259102203846 -0.011516959186901859 0.0028767906756795802 -0.0020164505225069435 -0.004395852689299996 0.0016487733745412507 -0.00062373425003540896
leaf_weight=7482.4678498506546 68.863590955734253 49.143602848052979 115.33231973648071 78.469626903533936 407.69428133964539 56.97304368019104 115.7226824760437 66.237512230873108 60.985354781150818 55.684401988983154 103.73454451560974 124.40160691738129 35.769232511520386 45.472859144210815 76.839417815208435 77.229780554771423 50.676221251487732 30.761051774024963 41.167775988578796 183.83438050746918 41.411752700805664 132.57261514663696 58.554457426071167
leaf_count=3745 24 23 45 41 242 21 61 24 24 22 54 40 13 34 28 44 32 23 19 108 29 52 32
internal_value=0 -0.000365831 -0.000248845 0.00143404 -0.000662595 0.00235492 -0.000182853 9.37599e-05 0.00250067 -0.000562133 0.00139197 0.00370014 0.00159128 0.000731787 -0.000971 -0.00184027 -0.00404277 -0.00729457 -2.54787e-06 -0.00112115 -0.000522524 0.000242011 0.00185639
internal_weight=0 1950.31 1901.17 375.177 1525.99 296.707 1118.29 7609.69 127.223 921.33 159.419 181.375 196.965 161.196 761.911 401.515 150.301 81.4373 360.396 225.002 251.214 209.802 135.394
internal_count=4780 987 964 147 817 106 575 3793 48 467 76 61 108 95 391 204 79 55 187 127 125 96 60
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=24
num_cat=0
split_feature=134 50 11 142 142 87 8 73 98 51 28 83 91 147 106 5 34 134 91 47 53 143 84
split_gain=0.125358 0.529372 0.544642 0.397186 0.375865 0.705751 0.48423 0.384654 0.395129 0.306771 0.285253 0.388804 0.315664 0.280072 0.291109 0.359844 0.315309 0.279895 0.28001 0.277104 0.272745 0.387936 0.568668
threshold=0.00017767510871635753 0.018276390619575981 0.0019071503775194289 0.0028552538715302949 0.011519505176693203 0.00090704852482303988 0.0031340263085439806 0.0053125319536775359 0.0026833302108570938 0.0020932231564074759 0.0005893622583243997 0.036783467978239066 0.0035485138650983576 0.00055427959887310873 0.0063990866765379914 0.00085274505545385193 0.0068083447404205808 0.00055427959887310873 0.0049928687512874612 0.016164712607860569 0.040252277627587325 0.0044099434744566688 0.00017767510871635753
decision_type=2 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 3 -3 5 7 9 10 -9 -7 11 12 -2 -6 15 -15 -16 -4 -19 -11 -1 22 -22
right_child=1 2 17 -5 13 6 -8 8 -10 19 -12 -13 -14 14 16 -17 -18 18 -20 -21 21 -23 -24
leaf_value=-1.2024467986969137e-05 -0.0043759324973320314 0.0022839526653817901 0.0045954167710616396 -0.0034049288217797209 -0.0046665891040944237 0.0063669997184462798 0.00055614669463356691 -0.0010044742635931276 0.0041796830805947097 -0.00062646369827296458 -0.0032733856790484656 0.0030396447709330424 0.00071676349340122497 -0.00059821716370340539 0.0040088603775418922 -0.0055919981741840855 -0.0013842200507541743 -2.1166125602907734e-05 0.0040387266579003413 0.0047570443064451386 0.0040557516018386872 -0.0024222379772971207 -0.0017691396415888143
leaf_weight=7363.7775212526321 65.241642594337463 54.298169612884521 144.26798105239868 70.542595386505127 60.038280487060547 72.827106714248657 292.23553836345673 86.787021160125732 63.757819533348083 47.903756499290466 173.3300656080246 55.684401988983154 57.021839022636414 110.76329708099365 50.383449196815491 53.497481346130371 58.652048110961914 104.73041415214539 71.440874338150024 47.708575129508972 70.249823331832886 281.02812588214874 103.83213520050049
leaf_count=3670 37 19 47 39 39 25 138 59 30 26 108 22 23 73 20 40 36 41 22 18 27 163 58
internal_value=0 0.000383686 0.00187097 -0.00093061 -0.000127383 0.000373749 0.00178685 -0.000923483 0.00119109 0.00392207 -0.00182971 -0.000423501 -0.00200078 -0.00157439 -0.000895093 -0.00222462 0.00110783 0.00296245 0.0016252 0.0020598 -8.54393e-05 -0.00127331 0.000581463
internal_weight=0 1741.11 445.28 124.841 1295.83 962.498 460.675 501.823 150.545 168.439 351.278 177.948 122.263 333.335 273.296 164.261 109.035 320.439 176.171 95.6123 7818.89 455.11 174.082
internal_count=4780 862 168 58 694 486 207 279 89 69 190 82 60 208 169 113 56 110 63 44 3918 248 85
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=24
num_cat=0
split_feature=92 101 72 146 99 61 68 8 14 4 121 21 91 105 0 96 8 50 93 77 30 98 38
split_gain=0.144701 0.323136 0.361359 0.699075 0.376192 0.389972 0.429561 0.627291 0.455692 0.443341 0.45927 0.421876 0.776784 0.423338 0.381942 0.49309 0.361042 0.37177 0.408753 0.336721 0.328775 0.382172 0.313295
threshold=0.00244467705488205 0.0042751494329422721 0.00017767510871635753 0.0015349716995842757 0.00040826165059115743 0.0019071503775194289 0.013032016810029747 0.0018488886416889729 0.0010585968848317864 0.0015833032084628942 0.00046126570669002836 0.0020292587578296666 0.00075379351619631063 0.00052132029668428015 0.0026833302108570938 0.0048403022810816774 0.0066005610860884198 0.05109804309904576 0.0028552538715302949 0.0013146653072908523 0.00017767510871635753 0.00080172589514404546 0.000490355829242617
decision_type=2 2 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 -4 11 7 -7 -9 10 -10 12 13 -6 15 22 -2 18 20 -13 21 -18 -14
right_child=1 2 4 -5 5 6 -8 8 9 -11 -12 19 14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.00017988058282259487 0.00026195908141987993 0.0014396765537945963 -0.0023017018987331202 -0.0064527762292904967 0.0030727006016638587 0.0031782182012165747 0.0025464240967046936 -0.0048012291225312384 -0.0018169916117080531 -0.0033148558681177619 0.0046472125154503399 0.0014466948616873236 -0.0025983181918060368 -0.0023033589048655459 0.0051231132055130565 0.0060248921817902465 0.0039186555517960282 -0.0042021322631532985 0.0010920390380866961 -0.0035699869060801721 -0.0022677483930163343 -0.0011684112182647353 0.0027045666713810183
leaf_weight=5153.3800208568573 2160.1404744386673 67.526153922080994 77.278575897216797 48.001347184181213 58.310480713844299 80.851728916168213 142.9793393611908 87.929276823997498 51.964862942695618 78.518422245979309 58.310480713844299 94.030917882919312 54.493350982666016 98.433591723442078 238.29889893531799 51.574500203132629 53.155913949012756 79.855859279632568 240.31947076320648 51.916067600250244 354.87993478775024 120.87724924087524 56.97304368019104
leaf_count=2571 1138 23 46 30 22 31 48 52 31 43 22 33 27 52 80 15 26 44 109 29 230 57 21
internal_value=0 0.000210364 0.00083868 -0.00183962 0.00108006 0.00129701 0.000230077 -0.000696134 -0.00182813 -0.000443424 0.0016011 0.00205559 0.0026815 -0.000303407 0.00384726 0.00198249 -8.14066e-05 -0.000954953 -0.000617856 -0.000337833 -0.00139477 0.00038536 0.000112108
internal_weight=0 4406.62 1397.39 115.528 1281.86 1204.58 500.554 357.575 276.723 188.794 110.275 704.031 558.084 156.744 401.34 163.041 3009.23 849.088 769.233 145.947 528.913 174.033 111.466
internal_count=4780 2209 605 53 552 506 227 179 148 96 53 279 217 74 143 63 1604 466 422 62 313 83 48
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=24
num_cat=0
split_feature=135 114 72 56 29 7 122 103 117 104 141 133 112 84 63 68 29 148 102 14 29 31 110
split_gain=0.130639 0.304606 0.59677 0.453365 0.488528 0.44942 0.43668 0.532607 0.439934 0.531235 0.361979 0.357595 0.338499 0.393091 0.443656 0.497708 0.359594 0.65925 0.312608 0.269969 0.264547 0.300528 0.33499
threshold=0.0027679565828293566 0.00040826165059115743 0.00064626874518580746 0.00050559637020342063 0.015675474889576439 0.0026012937305495147 0.00037263428384903824 0.00042089859198313212 0.0019672545604407792 0.015200819820165636 0.0020932231564074759 0.015675474889576439 0.0028552538715302949 0.0013986918493174019 0.00073092587990686308 0.0027679565828293566 0.018276390619575981 0.0034400182776153092 0.00073092587990686308 0.0026012937305495147 0.013439828064292671 0.00044738779251929378 0.0019071503775194289
decision_type=2 2 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 6 10 8 -8 -4 11 -5 -10 16 14 -14 -16 20 -18 -9 -7 21 22 -2
right_child=1 2 3 5 -6 19 7 18 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00010134649157285412 0.0020155048484198127 -0.0059945937933695648 0.0027932272535317287 0.0050853622701959797 -0.0053361473999490186 -0.0021283549265006768 0.0029988153924469588 0.0017150742494264186 -0.0048967960286519195 0.00095982993514900537 0.00067193908298929337 0.00024797823491643395 0.00080973693293981061 0.0018122600511857518 -0.0085611734680971167 -0.0017394164235883553 0.0048661021451932712 -0.0006434602590536506 -0.0037343054253095062 0.0011556551713791969 -0.0033430734354783845 -0.0013675602696133675 -0.0015300500578760857
leaf_weight=7350.1680439710617 293.83691489696503 54.68853235244751 39.830338954925537 75.501980781555176 73.363855481147766 154.75233316421509 119.29583549499512 41.070185303688049 188.09066832065582 71.636055707931519 120.7796585559845 41.167775988578796 59.647917747497559 68.863590955734253 45.375268459320068 65.095256567001343 125.6414532661438 95.612331628799438 73.266264796257019 105.071981549263 50.383449196815491 160.70758819580078 86.152681708335876
leaf_count=3758 96 35 18 27 47 100 46 15 121 30 53 19 23 24 30 31 37 44 43 55 20 75 33
internal_value=0 -0.000337091 -0.000896301 -0.000643709 -0.00149403 0.00056384 -0.00100327 0.000661664 -0.0021449 -0.00279857 0.00236961 -0.00397295 0.00027914 -0.00137498 -0.00266517 -0.00454142 0.000765769 0.00248521 -0.00177686 -0.000800314 0.000122147 0.000445045 0.00121164
internal_weight=0 2209.83 1158.52 1103.83 647.721 456.106 574.357 233.632 340.725 300.895 196.282 229.258 1051.32 238.982 170.118 110.471 812.334 221.254 114.336 259.824 591.081 540.697 379.99
internal_count=4780 1022 609 574 339 235 292 104 188 170 80 140 413 108 84 61 305 81 58 155 224 204 129
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=24
num_cat=0
split_feature=133 145 65 8 27 57 25 19 52 37 33 98 146 94 106 27 73 137 116 84 10 39 134
split_gain=0.124033 0.271773 0.203462 0.199516 0.515397 0.233305 0.190898 0.158163 0.296482 0.359441 0.494473 0.349482 0.341492 0.336776 0.292816 0.349898 0.272364 0.350461 0.23905 0.440058 0.541212 0.274722 0.258973
threshold=0.044033329933881767 0.00055427959887310873 0.00087947337306104611 0.033603202551603324 0.0028552538715302949 0.0035485138650983576 0.00052132029668428015 0.02636832278221846 0.0042751494329422721 0.00066645268816500913 0.0062037324532866487 0.0062037324532866487 0.013439828064292671 0.00066645268816500913 0.004017772153019906 0.0041444667149335155 0.007706565549597145 0.00085274505545385193 0.024810968898236755 0.00017767510871635753 0.0045489775948226461 0.0012745757703669371 0.00017767510871635753
decision_type=2 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 18 9 10 -9 16 -12 -11 15 -13 17 -10 22 20 -20 -22 -1
right_child=1 2 -4 4 -6 6 -8 8 11 13 12 14 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24
leaf_value=1.9732360920253394e-05 -0.0041351887267190813 0.0015468535254711654 -0.0021793959646227005 0.0039156141070026294 -0.0015124595405907218 -0.0046665811465568044 -0.00066928567404889541 -0.0040081214702038436 -0.0036171920072412215 0.0040419616785150846 -0.0022933608244093992 -0.0090231336297602639 0.0025788044325066131 0.00024196698841655036 -0.0013012780221731105 -0.0021583245335779606 0.0033050400246908982 0.0019291244184252163 0.0048187434857563712 -0.0025734023135336086 0.00092520489286075896 -0.0056238166448705539 0.00079034562941013038
leaf_weight=6539.8852527141571 57.412201762199402 83.624193668365479 65.19284725189209 105.87266981601715 74.506111145019531 46.761500835418701 82.677119374275208 102.7386748790741 73.461446166038513 78.128059506416321 62.469177842140198 40.074315667152405 84.766449332237244 229.8151558637619 67.623744606971741 34.578181505203247 39.830338954925537 46.517524123191833 55.684401988983154 214.69302296638489 37.253055572509766 28.086177706718445 1308.3483397960663
leaf_count=3268 39 37 35 34 40 33 52 67 51 27 31 28 30 109 27 18 18 23 22 135 20 21 615
internal_value=0 -0.00121291 -8.55188e-05 2.67418e-05 0.00167353 -5.63936e-06 -0.00211336 2.45268e-05 -0.000620496 6.26274e-05 -0.00134597 -0.00188215 0.000511641 0.00120606 -0.00368455 -0.00584343 -0.000277488 -0.00146681 9.23084e-05 -0.00121426 0.00119682 -0.0018899 0.000148198
internal_weight=0 206.229 148.817 9353.77 180.379 9173.39 129.439 9043.95 860.003 557.918 249.974 302.086 147.236 307.943 142.276 74.6525 159.809 119.979 8183.95 335.717 121.024 65.3392 7848.23
internal_count=4780 111 72 4669 74 4595 85 4510 429 264 128 165 61 136 73 46 92 74 4081 198 63 41 3883
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=24
num_cat=0
split_feature=92 119 100 121 35 22 119 120 87 52 25 61 46 40 78 78 61 71 103 69 146 60 5
split_gain=0.12848 0.341461 0.348909 0.462302 0.376472 0.451555 0.326097 0.542871 0.457583 0.429241 0.303278 0.473384 0.392491 0.336531 0.503629 0.465492 0.294509 0.318004 0.29378 0.467396 0.291767 0.291467 0.518654
threshold=0.00244467705488205 0.0022975050378590827 0.034632634371519096 0.0063990866765379914 0.0042751494329422721 0.0014427106943912806 0.0015833032084628942 0.00068727668258361529 0.0022975050378590827 0.0026012937305495147 0.00052132029668428015 0.0084566329605877417 0.0038949446752667431 0.0014427106943912806 0.0079489401541650313 0.0058306583669036635 0.0010263677686452868 0.037906534969806678 0.026392062194645408 0.04673989117145539 0.0079489401541650313 0.002945306478068233 0.0022975050378590827
decision_type=2 2 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 5 -5 8 9 18 -8 11 13 16 15 -15 -10 -12 -18 19 -1 -9 22 -14
right_child=1 -3 -4 4 -6 -7 7 20 10 -11 12 -13 21 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-5.5550486406964858e-05 0.00010027689744804047 -0.0034663213703484325 -0.0025626000556920308 0.0016633132547262078 0.0045512576129111831 -0.002319930086365466 0.0011761203609635855 0.0015900244765839188 -0.0011063434289840385 -0.0045631273428522563 -0.00075425160719052448 0.0031980712186612755 -0.0010643186762771539 -0.0049722741029821667 0.0022949315653398071 0.0042485079663819401 -0.0036386677051238694 -0.009320809148255815 -0.0033955444381814619 0.0038174893878646292 0.0056277824121438065 -0.0032670042239012634 0.005322857411402631
leaf_weight=3720.1620835065842 3587.4031567573547 62.664359211921692 107.45408356189728 475.40674686431885 90.018606781959534 83.672989010810852 83.672989010810852 123.35694193840027 189.78963553905487 53.35109531879425 70.493800044059753 79.514291882514954 141.13398611545563 94.762848019599915 31.854512095451355 51.623295545578003 150.9352034330368 29.423614740371704 63.806614875793457 79.563087224960327 70.201027989387512 78.713603615760803 41.021389961242676
leaf_count=1843 1891 39 45 165 30 39 39 51 83 34 37 30 80 63 14 17 105 22 32 32 25 51 13
internal_value=0 0.000198222 0.000251086 0.000322452 0.00155035 0.00106717 -0.000169498 0.00134967 -0.000273631 -0.00105849 -0.00125104 -0.000300397 -0.00208247 -0.00105625 -0.00314398 3.87281e-05 -0.00349458 -0.00456565 -3.09519e-05 2.55477e-05 0.00305447 -0.000724571 0.000374073
internal_weight=0 4406.62 4343.96 4236.5 649.098 559.08 5153.38 330.582 4822.8 137.024 959.266 447.545 511.722 368.03 126.617 241.413 250.853 180.359 3863.53 3799.73 193.558 260.869 182.155
internal_count=4780 2209 2170 2125 234 204 2571 149 2422 73 515 207 308 177 77 100 164 127 1907 1875 76 144 93
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=24
num_cat=0
split_feature=38 129 139 113 41 150 113 128 82 125 145 54 102 97 27 27 9 134 56 79 58 135 46
split_gain=0.118774 0.300762 0.134055 0.231725 0.221808 0.296472 0.245176 0.249254 0.241111 0.183002 0.444915 0.417134 0.457519 0.437432 0.365989 0.455351 0.354617 0.239147 0.580478 0.466092 0.490805 0.457563 0.441883
threshold=0.021635212935507301 0.0018488886416889729 0.00077738583786413084 0.0084566329605877417 0.00046126570669002836 0.0046923852059990176 0.0044099434744566688 0.00017767510871635753 0.00040826165059115743 0.027182282879948619 0.00017767510871635753 0.0020292587578296666 0.0032328735105693345 0.00057154725072905432 0.0011980500421486797 0.0032328735105693345 0.00040826165059115743 0.00017767510871635753 0.00073092587990686308 0.00043393640953581786 0.0053125319536775359 0.0020932231564074759 0.00064626874518580746
decision_type=2 2 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 5 8 7 -6 -4 17 -11 12 14 -13 -12 -16 -17 18 22 -20 -21 -22 -1
right_child=1 -3 3 -5 6 -7 -8 -9 -10 10 11 13 -14 -15 15 16 -18 -19 19 20 21 -23 -24
leaf_value=0.00051542668587068461 -0.0041273817448478885 0.0018323552269754525 -0.001012750441797227 -0.004236530102487218 0.0029191212775756463 0.00093735377469287672 0.0029078619534391873 -0.00083475221368517331 -0.0062302671103460858 -0.0026508806795258119 0.007029407943012031 -0.0022823525603601238 -0.001817964006245039 0.0029194002966522236 -0.0018919660925068851 0.0057962757023326478 0.0010338604590272322 0.00062167298847791387 0.0068888046917683805 2.5903414069577849e-05 0.0053524234108461334 -0.00057771141589347142 -0.00046932140887397155
leaf_weight=1483.4749633073807 54.590941667556763 34.578181505203247 40.074315667152405 42.651599049568176 50.481039881706238 49.143602848052979 66.383898258209229 356.55893921852112 49.485170245170593 74.750087857246399 55.586811304092407 114.48283612728119 49.387579560279846 62.469177842140198 46.566319465637207 90.067402124404907 69.058772325515747 1334.7555130720139 37.106669545173645 339.92415070533752 102.00674474239349 47.757370471954346 4908.6578762531281
leaf_count=689 31 18 28 26 24 23 30 245 37 50 18 64 33 31 25 32 32 621 14 209 37 20 2443
internal_value=0 -0.0018163 1.71007e-05 -0.000673149 -0.000424861 -0.00218327 9.03147e-05 -0.000369197 -0.00389564 6.83664e-05 0.000941085 0.00149172 0.00259541 -0.000445983 0.00342964 0.00245683 0.00372945 8.90329e-06 -0.000109308 0.001486 0.0010766 0.0034614 -0.000240783
internal_weight=0 89.1691 9470.83 654.779 612.127 138.703 473.424 407.04 89.5595 8816.05 562.369 487.619 310.667 176.952 261.279 205.692 159.126 8253.68 6918.93 526.795 489.688 149.764 6392.13
internal_count=4780 49 4731 413 387 88 299 269 65 4318 285 235 140 95 107 89 64 4033 3412 280 266 57 3132
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=24
num_cat=0
split_feature=141 46 125 32 80 143 141 147 18 79 142 34 40 148 123 68 104 45 98 12 20 29 148
split_gain=0.119919 0.293494 0.471299 0.415578 0.33883 0.44296 0.395108 0.330434 0.31335 0.526274 0.460732 0.448598 0.40589 0.448468 0.467267 0.534043 0.347484 0.413192 0.370592 0.282358 0.270396 0.251364 0.371651
threshold=0.0005893622583243997 0.21471316367387774 0.015200819820165636 0.00062670491752214741 0.0041444667149335155 0.0025217677466571335 0.00017767510871635753 0.0062037324532866487 0.00066645268816500913 0.0049928687512874612 0.00073092587990686308 0.0018488886416889729 0.00047558375808876013 0.0060143163427710542 0.0017376682371832433 0.00064626874518580746 0.0037758676335215573 0.014293605927377941 0.00096484774257987748 0.0013986918493174019 0.00090704852482303988 0.011519505176693203 0.0005893622583243997
decision_type=2 2 2 2 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 -4 9 12 -10 -12 13 14 15 -1 -17 -18 -19 21 -21 22 -14
right_child=-2 -3 7 4 -6 6 -8 -9 10 -11 11 -13 19 -15 -16 16 17 18 -20 20 -22 -23 -24
leaf_value=0.0014267553605291365 -8.5950972998149487e-05 0.0035983561622840807 -0.0058743372256336353 0.0003591145543914891 -0.0016558532476283663 0.0063186807012885898 0.0017539297501539732 -0.00044825462665243988 0.0024107944409050472 -0.0034115806941002417 -0.0079281079651880963 -0.0016244467046155773 0.0050615438831524938 0.0028568352952610798 0.0035297592974043025 -0.0062670958489020132 0.00050475973848953951 -0.0019252674061880377 -0.0087624014912021393 -0.0018665524173364053 0.0025843511202095389 0.0043578885008220495 0.00034467311410428059
leaf_weight=94.128508567810059 7737.2839838266373 67.574949264526367 50.773811936378479 138.16633999347687 57.265815734863281 96.70579195022583 92.986252903938293 62.713154554367065 51.818476915359497 84.209737777709961 36.013209223747253 130.48328518867493 55.538015961647034 88.827555775642395 47.806165814399719 61.278126835823059 88.729965090751648 55.879583358764648 30.71225643157959 87.880481481552124 55.781992673873901 119.10065412521362 168.34184765815735
leaf_count=37 3910 25 36 66 33 35 44 41 25 61 23 74 16 35 22 36 31 30 21 50 26 38 65
internal_value=0 0.000364855 0.000240362 0.000455786 0.00189274 0.00251255 0.00408106 -0.00287587 1.53631e-05 0.000377437 -0.00170651 -0.00298793 0.000711892 -0.000340499 -0.00109079 -0.00175868 -0.00302597 -0.00189314 -0.00435025 0.00172259 -0.000138333 0.00250206 0.00151479
internal_weight=0 1822.72 1755.14 1641.65 385.124 327.858 189.692 113.487 1256.53 1038.21 218.315 166.496 954.005 467.362 378.535 330.728 236.6 175.322 86.5918 486.643 143.662 342.981 223.88
internal_count=4780 870 845 768 178 145 79 77 590 468 122 97 407 212 177 155 118 82 51 195 76 119 81
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=24
num_cat=0
split_feature=127 51 140 62 24 0 27 77 83 33 24 8 121 18 139 79 78 50 58 65 62 128 99
split_gain=0.117698 0.431533 0.472297 0.504863 0.308147 0.165956 0.416485 0.564532 0.56697 0.421508 0.416052 0.364105 0.457215 0.449425 0.705921 0.370048 0.703201 0.360076 0.357287 0.353497 0.567047 0.449281 0.343875
threshold=0.062805486842989935 0.00017767510871635753 0.039062514901161201 0.0010585968848317864 0.0049928687512874612 0.0034400182776153092 0.0011980500421486797 0.00899649551138282 0.0081988852471113222 0.001792412775103003 0.031632266007363803 0.0021592099219560628 0.04273676127195359 0.00052132029668428015 0.00043393640953581786 0.0014881226234138014 0.0031340263085439806 0.037906534969806678 0.044033329933881767 0.0041444667149335155 0.00050559637020342063 0.0010918468469753864 0.0014881226234138014
decision_type=2 2 2 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 19 -9 10 18 17 13 14 15 16 -13 -11 -8 22 21 -21 -1
right_child=1 2 -4 -5 -6 -7 9 8 -10 11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00026705815917077886 0.0042772332025046772 -0.0069378327347263645 0.0046319880334983691 0.0023022646298015404 -0.0012170895690183042 0.00018633515351182381 -0.00010906877757333643 -0.00055918156730323408 0.0059869483014310691 -0.0024023616143189221 0.0045166077217579995 -0.0017807114812529775 0.0032071890786087285 -0.0026031982569652327 0.0049268327145006383 -0.0029394492677403132 0.0060647712913060835 -0.0078011380912608817 -0.0043142536119389055 -0.0058787119426968399 0.0017795463176274345 0.00028128197763533123 0.00100322371982889
leaf_weight=1509.8333412408829 74.115748405456543 41.411752700805664 39.781543612480164 55.586811304092407 54.542146325111389 4544.9127054214478 1033.3131712675095 56.025969386100769 80.754138231277466 153.12212407588959 46.46872878074646 87.68530011177063 58.164094686508179 369.05499339103699 58.359276056289673 138.45911204814911 42.358826994895935 38.688083291053772 53.107118606567383 90.701741576194763 66.335102915763855 43.940240740776062 823.27789187431335
leaf_count=693 24 29 16 18 29 2334 590 36 27 87 21 42 16 219 24 78 14 25 24 58 28 25 323
internal_value=0 0.00103814 -0.000216636 -0.00148947 -0.00368605 -2.96478e-05 -0.000236321 0.000176743 0.00330561 -0.000767035 -0.000116462 -0.00154622 -0.00105147 -0.0014074 -5.72497e-05 -0.00114054 0.000774771 -0.00349129 -0.000314629 7.85891e-06 -0.00200423 -0.00386841 0.000181182
internal_weight=0 265.438 191.322 151.541 95.9539 9294.56 4749.65 2670.87 136.78 2078.78 1132.89 945.892 754.082 695.918 326.863 268.503 130.044 191.81 1086.42 2534.09 200.977 134.642 2333.11
internal_count=4780 116 92 76 58 4664 2330 1190 63 1140 635 505 393 377 158 134 56 112 614 1127 111 83 1016
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=24
num_cat=0
split_feature=97 30 129 58 87 143 14 8 0 76 61 99 75 124 19 102 43 14 32 42 88 31 128
split_gain=0.116224 0.16873 0.128114 0.493294 0.435924 0.486534 0.421804 0.491931 0.525 0.488759 0.436727 0.507983 0.502518 0.499816 0.499519 0.549345 0.438554 0.567978 0.684363 0.409632 0.403157 0.389591 0.452662
threshold=0.04273676127195359 0.0017376682371832433 0.000490355829242617 0.017188700847327713 0.00038414125447161501 0.0070226341485977182 0.00047558375808876013 0.010829726699739696 0.0034400182776153092 0.00093549740267917525 0.0072436286136507997 0.00085274505545385193 0.0020932231564074759 0.0045489775948226461 0.02636832278221846 0.0012357163941487672 0.00099512818269431613 0.0011980500421486797 0.0026833302108570938 0.0011261500185355546 0.0034400182776153092 0.00082683752407319855 0.00060774214216507982
decision_type=2 2 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 -5 -6 7 20 19 10 11 -8 -12 -14 15 16 17 -13 -19 -9 -1 22 -11
right_child=1 -3 3 4 5 -7 9 8 -10 21 12 14 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-7.1188674225957613e-05 -0.0038596234214132506 -0.00029757528349915531 2.2455170007171536e-05 0.0040053194035777695 0.0018242814296659257 -0.0021209031223380151 -0.0025913272839035895 0.0042542184717007788 0.0063838541279404642 0.0039309281581366836 0.0024037506479838606 -0.0043137791550709736 -0.0040261518244332035 0.0025357049950713007 -0.0038647625901716276 -0.0019961576032894285 0.0019018288043775085 0.0025454069066703482 -0.0027910641672714703 -0.0010137114572054543 0.0034687436879465919 -0.0016198054111288441 -0.00092085044158041337
leaf_weight=2075.9617924690247 46.810296177864075 114.72681283950806 4270.0327926874161 141.78828835487366 295.36953330039978 106.26303255558014 514.0061092376709 59.599122405052185 63.465047478675842 145.55662274360657 185.5821430683136 82.677119374275208 81.290886998176575 45.131291747093201 110.47052502632141 323.09418082237244 305.72746217250824 153.82522165775299 98.579977750778198 96.900973320007324 83.672989010810852 87.68530011177063 71.782441735267639
leaf_count=863 35 74 2423 53 105 50 294 21 18 46 72 52 49 20 61 165 99 62 58 43 39 42 36
internal_value=0 -0.00132979 2.28559e-05 0.000203026 0.00162189 0.000780473 -0.000166291 0.000295396 0.00254799 -0.000664444 -0.000962652 -0.00129859 0.000747565 -0.00168364 -0.000680111 -0.000315127 0.000532444 -0.000716976 0.000461182 0.000992447 6.59626e-05 0.00119347 0.00232849
internal_weight=0 161.537 9398.46 4813.45 543.421 401.633 4585.01 2379.6 219.965 2205.41 1900.38 1588.38 312.004 126.422 1074.37 963.904 640.81 335.082 252.405 156.5 2159.63 305.024 217.339
internal_count=4780 109 4671 2631 208 155 2040 984 82 1056 932 791 141 69 497 436 271 172 120 64 902 124 82
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=24
num_cat=0
split_feature=61 102 40 80 52 52 14 23 117 148 109 21 110 1 80 21 53 95 121 127 47 31 4
split_gain=0.118101 0.538204 0.360733 0.329263 0.378669 0.3633 0.360353 0.310668 0.514061 0.438303 0.43503 0.46863 0.444455 0.422364 0.355987 0.32911 0.410636 0.464155 0.311169 0.309128 0.356335 0.305689 0.305653
threshold=0.0030382014811038975 0.00017767510871635753 0.0098710241727530974 0.029773407615721229 0.016164712607860569 0.012636432424187662 0.011880517937242987 0.011169348377734424 0.0023699469165876512 0.0020292587578296666 0.0084566329605877417 0.0037758676335215573 0.0014881226234138014 0.00046126570669002836 0.0084566329605877417 0.015675474889576439 0.0063990866765379914 0.00899649551138282 0.0042751494329422721 0.00066645268816500913 0.019431582652032379 0.00052132029668428015 0.0015833032084628942
decision_type=2 2 2 2 2 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 15 9 -9 12 14 13 -10 -12 16 -3 -18 -14 -4 -21 -6 -11
right_child=1 2 19 -5 21 -7 -8 8 10 22 11 -13 18 -15 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.00012658418521905811 -0.0027261519837635832 -0.00012616981366188421 -0.00021111151443168127 -0.0030250931629346813 0.0036251395577961013 -0.0045587340370915191 0.0026165816132685425 -0.0064234897255479595 0.0054094071416519087 -0.0019333193520119898 -0.00041302629237430596 0.0013066759552363939 -0.0030198605421921172 0.0012738986240027758 -0.0047965767166048088 0.0024196332933349341 -0.0031577769454797103 0.002539228721329714 0.0025419421770033063 -0.0037786021032492909 0.001216687126094078 -0.0008312323522991522 0.003413900674052991
leaf_weight=6294.3335872888565 204.69662427902222 532.29106962680817 276.91822409629822 78.66480827331543 139.06461894512177 41.411752700805664 140.79241871833801 41.460548043251038 136.38974487781525 105.26716291904449 202.07054555416107 396.67318046092987 53.302299976348877 112.80383169651031 60.08707582950592 78.176854848861694 271.81245267391205 41.167775988578796 47.610984444618225 170.85037291049957 45.131291747093201 53.20470929145813 35.818027853965759
leaf_count=3106 102 290 156 49 49 29 66 31 47 63 102 167 32 49 41 29 162 19 14 114 20 28 15
internal_value=0 -0.000243982 -7.79913e-05 0.000159807 0.00026045 8.20421e-05 0.00016724 4.1855e-06 0.000537683 -0.00190395 0.000979444 0.000222592 0.00240369 0.00353736 -0.00141775 -0.000684162 -0.000971224 -0.00240842 -0.000395797 -0.00131695 -0.00273479 0.00239197 -0.000575793
internal_weight=0 3265.67 3060.97 2568.07 2489.41 2297.14 2255.72 2114.93 1191.48 182.546 1008.94 658.831 350.107 249.194 262.158 923.448 845.271 312.98 100.913 492.9 215.982 192.269 141.085
internal_count=4780 1674 1572 1282 1233 1156 1127 1061 561 109 452 310 142 96 143 500 471 181 46 290 134 77 78
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=24
num_cat=0
split_feature=46 1 70 130 53 108 82 35 14 67 25 31 109 54 93 81 58 109 136 5 72 68 107
split_gain=0.114638 0.313943 0.451665 0.40859 0.442541 0.403804 0.487493 0.561185 0.661994 0.324317 0.774246 0.879303 0.384281 0.631437 0.444431 0.325242 0.317294 0.356423 0.378713 0.313485 0.294403 0.269285 0.266813
threshold=0.0081988852471113222 0.0010585968848317864 0.0026012937305495147 0.00055427959887310873 0.0072436286136507997 0.00017767510871635753 0.0026012937305495147 0.00057154725072905432 0.00017767510871635753 0.0016331639490090313 0.0045489775948226461 0.00070876078098081063 0.0013146653072908523 0.00017767510871635753 0.016668972559273246 0.0063990866765379914 0.011519505176693203 0.0034400182776153092 0.00075379351619631063 0.00057154725072905432 0.00017767510871635753 0.0017376682371832433 0.020035739988088611
decision_type=2 2 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 -4 -2 7 -7 19 12 11 -11 -3 15 20 -14 17 -8 -19 -9 -15 -18 -22
right_child=1 2 3 -5 -6 6 16 8 -10 10 -12 -13 13 14 -16 -17 21 18 -20 -21 22 -23 -24
leaf_value=0.00011963545351860782 0.0022574529275597153 0.0024636434092038051 -0.0028499896633447036 0.0015075173782623662 9.1930376976994335e-05 -0.0060209195133914773 0.0018268024199664037 -0.00039174226428233559 -0.0026989037780346249 0.010189289204068667 -0.00070381235296496699 0.00065619696046724995 -0.0073025497070147646 -0.0026404670989148638 -0.0031907348812146678 -0.0013934659523051781 0.004395097228638789 -0.0066024966920249012 8.0701993415575467e-05 0.0052048465638131619 0.00060527225662759733 0.00010200372209302916 0.0044451596695720087
leaf_weight=6470.7000571489334 83.624193668365479 172.59813547134399 312.03315436840057 127.61322975158691 216.53837621212006 85.4007887840271 50.334653854370117 61.131740808486938 321.44400894641876 50.334653854370117 97.437722086906433 46.566319465637207 41.411752700805664 66.579079627990723 85.108016729354858 53.20470929145813 60.838968753814697 45.375268459320068 39.781543612480164 42.358826994895935 890.52014350891113 91.404839158058167 47.659779787063599
leaf_count=3177 37 78 196 64 103 56 18 30 205 18 65 25 29 38 44 28 18 30 16 14 442 33 16
internal_value=0 -0.000250583 6.79573e-05 -0.00103173 -0.00164478 -0.00104815 -0.00139452 -0.00232242 -0.00157912 0.000533078 0.00244343 0.00560811 0.000259509 -6.16681e-05 0.000278479 -0.00397975 0.000251233 -0.00150879 -0.0034804 0.00189895 0.000572339 0.00181759 0.00080034
internal_weight=0 3089.3 2207.61 656.185 528.572 881.695 798.071 510.335 424.935 1551.42 194.339 96.901 1357.08 1184.48 1089.87 94.6165 287.735 135.491 85.1568 103.491 1004.76 152.244 938.18
internal_count=4780 1603 1146 363 299 457 420 305 249 783 108 43 675 597 540 57 115 64 46 44 496 51 458
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=24
num_cat=0
split_feature=92 103 109 105 70 118 54 10 63 15 59 106 93 100 121 22 137 82 58 86 137 11 149
split_gain=0.126547 0.3069 0.50094 0.568065 0.623261 0.416728 0.406887 0.385124 0.408064 0.380021 0.380839 0.341867 0.324963 0.293385 0.423737 0.372511 0.348109 0.416872 0.63826 0.306548 0.287481 0.532055 0.509725
threshold=0.00244467705488205 0.00080172589514404546 0.011519505176693203 0.00042089859198313212 0.0005375427135732026 0.00085274505545385193 0.004017772153019906 0.0020292587578296666 0.0021592099219560628 0.0044099434744566688 0.0022975050378590827 0.011519505176693203 0.030689206905663017 0.034632634371519096 0.0063990866765379914 0.0019672545604407792 0.00044738779251929378 0.0070226341485977182 0.0035485138650983576 0.00017767510871635753 0.0005375427135732026 0.0062037324532866487 0.0041444667149335155
decision_type=2 2 2 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 9 -4 11 10 -6 -9 -3 14 20 16 17 18 -16 -20 -2 -22 -23
right_child=13 2 7 4 6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 21 22 -24
leaf_value=1.2965889855106136e-05 0.00039179792883356111 -0.0013095305162672882 0.004453669306929503 -0.0091788768177919113 -0.00049671823881655339 -0.001956322187450418 -0.0041948559888862228 -0.0062956175714344855 0.001154688424563648 0.0011091399331733698 -0.0058312807817057794 0.00014047145061262537 0.0038017136233344066 -0.0023515274395127148 0.0027957135800530577 -0.0021190781770996587 0.0032992934597425951 0.0030434888416959291 -0.00084689220595933522 -0.0058383453131510997 -0.0012004538049904486 0.0017610070315959145 -0.0027319444938117693
leaf_weight=4222.3752361536026 2291.9811594486237 63.611433506011963 54.298169612884521 53.399890661239624 86.299067735671997 31.903307437896729 121.21881663799286 41.362957358360291 181.66742265224457 140.59723734855652 54.639737010002136 41.167775988578796 60.838968753814697 110.1289576292038 87.490118741989136 66.432693600654602 239.58754062652588 132.23104774951935 82.091575264930725 49.192398190498352 924.5704460144043 345.68422436714172 77.229780554771423
leaf_count=2138 1160 24 19 36 39 16 71 27 73 58 33 19 18 47 34 32 79 38 28 25 546 176 44
internal_value=0 -0.000168218 -0.000989941 -0.00182628 -0.00259519 -0.00647765 -0.00177289 0.000618446 -0.000169771 -0.00073008 -0.00256484 -0.00308518 0.00118916 0.000196725 0.000262043 0.00143071 0.00183 0.000827099 -0.000512527 -0.0027172 5.10664e-05 -0.000528495 0.000940534
internal_weight=0 5153.38 931.005 612.508 488.058 85.3032 402.755 318.496 264.198 281.536 140.939 82.5307 124.45 4406.62 4296.49 657.025 590.593 351.005 218.774 131.284 3639.47 1347.48 422.914
internal_count=4780 2571 433 295 253 52 201 138 119 130 72 46 42 2209 2162 236 204 125 87 53 1926 766 220
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=24
num_cat=0
split_feature=125 145 47 85 132 114 36 149 113 8 11 51 51 75 134 1 113 116 77 56 86 53 103
split_gain=0.115006 0.388104 0.394096 0.29593 0.358023 0.234423 0.223219 0.2047 0.19759 0.155022 0.126295 0.265784 0.185937 0.187934 0.1631 0.387061 0.364055 0.362247 0.335579 0.312491 0.415694 0.484855 0.640658
threshold=0.027182282879948619 0.00017767510871635753 0.0066005610860884198 0.0022272822679951791 0.00070876078098081063 0.000490355829242617 0.00037263428384903824 0.00017767510871635753 0.00042089859198313212 0.004017772153019906 0.064669914543628707 0.0079489401541650313 0.00066645268816500913 0.0015349716995842757 0.00017767510871635753 0.036783467978239066 0.0051502294372767219 0.00070876078098081063 0.00044738779251929378 0.00073092587990686308 0.00044738779251929378 0.015675474889576439 0.00017767510871635753
decision_type=2 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 6 -3 -5 -7 -4 14 12 -12 -14 15 19 18 -16 -17 20 -1 -22 -23
right_child=1 2 9 7 -6 8 -8 -9 -10 -11 11 -13 13 -15 17 16 -18 -19 -20 -21 21 22 -24
leaf_value=4.785276789595879e-05 -0.0024335802175091659 0.0048181031395125445 -0.0035564870565168633 0.001679731890724082 0.0060172745654229511 -0.0016588763436353007 0.00080045901725569091 -0.0030354347519561168 0.0022370694980776559 6.1990318590194788e-05 -0.00021965663864474132 0.0016587303400766454 -0.0071657691042570325 -0.0022116054024783694 0.003585258341671776 -0.0070429575478779278 0.002540565541318103 0.00025429789481651131 -0.0019059203599729457 0.00094726316451905111 -0.0013533324956792698 0.0030596675767080271 -0.0038507264088207187
leaf_weight=4800.1214253902435 88.124458193778992 84.71765398979187 48.050142526626587 46.663910150527954 61.034150123596191 66.530284285545349 58.408071398735046 45.424063801765442 63.70902419090271 77.083394527435303 55.733197331428528 54.395760297775269 29.423614740371704 54.786123037338257 86.055091023445129 38.688083291053772 37.057874202728271 1584.3682849407196 178.33824634552002 701.70641481876373 1114.8480349779129 140.69482803344727 44.037831425666809
leaf_count=2246 60 28 32 29 26 36 26 32 28 38 24 23 22 39 29 25 12 788 98 399 649 62 29
internal_value=0 0.000647568 0.0011398 0.00186371 0.00255487 0.00178182 0.00317855 -0.00064611 0.000246899 -0.00132747 -4.64425e-05 -0.00130711 -0.00245993 -0.00394263 -1.83656e-05 -0.000123547 -0.0020396 0.000425899 -0.00282167 -5.19684e-05 -0.000166919 -0.000960201 0.00141232
internal_weight=0 639.745 551.621 426.487 334.399 273.365 143.126 92.088 130.239 125.134 8920.25 194.339 139.943 84.2097 8725.92 7055.49 254.084 1670.42 217.026 6801.41 6099.7 1299.58 184.733
internal_count=4780 335 275 205 144 118 54 61 64 70 4445 108 85 61 4337 3520 135 817 123 3385 2986 740 91
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=24
num_cat=0
split_feature=146 72 138 146 51 52 127 140 7 0 93 89 36 143 4 88 50 147 17 65 95 82 125
split_gain=0.118094 0.243229 0.366255 0.337776 0.325757 0.458903 0.289796 0.274949 0.331175 0.263339 0.24262 0.277184 0.285852 0.218164 0.317368 0.237069 0.269225 0.217112 0.20377 0.192242 0.379241 0.289737 0.278673
threshold=0.013439828064292671 0.0072436286136507997 0.00044738779251929378 0.028884131461381916 0.010829726699739696 0.0033348383149132137 0.0066005610860884198 0.00244467705488205 0.0051502294372767219 0.0087224207818508166 0.021960759535431865 0.00043393640953581786 0.00096484774257987748 0.0056525857653468856 0.00747153488919139 0.00055427959887310873 0.00244467705488205 0.0045489775948226461 0.00066645268816500913 0.0051502294372767219 0.034632634371519096 0.0049928687512874612 0.0056525857653468856
decision_type=2 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 6 5 10 -4 -7 -9 -6 11 12 17 15 18 16 -2 -3 -15 22 21 -21 -1
right_child=1 4 3 -5 9 7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00013504468835687499 0.0036178540176560708 0.0032040533290324125 0.0034425277871294787 -0.00073154452492678475 0.00094890789514826153 0.0020524614401760152 -0.0005991572439080511 -0.0047486225984686714 0.00030031389450579975 -0.0040132651317881067 -0.0022033301685622239 -0.00063019731874534564 0.0046888877839355494 -0.00079740257207329141 0.0018937382546329159 -0.0020115742902791101 0.00047270745144576152 -0.0018918951181326551 -0.0041637873355653623 -0.00099607549932369493 -0.00451926196781897 0.0012420550045081826 0.00070799885346461207
leaf_weight=5819.1619473695755 95.417150259017944 43.745059370994568 266.53146266937256 87.782890796661377 37.253055572509766 35.818027853965759 53.20470929145813 86.884611845016479 51.867272257804871 94.714052677154541 41.314162015914917 76.087524890899658 104.58402812480927 119.58860754966736 68.912386298179626 61.180536150932312 237.15664327144623 40.025520324707031 72.026418447494507 638.14377665519714 62.810745239257812 186.96837544441223 1178.8209986686707
leaf_count=2843 36 17 107 46 20 15 28 63 27 61 25 51 35 58 26 32 87 26 46 377 45 75 634
internal_value=0 0.00038141 0.000839072 0.00201573 -0.000412241 0.000192267 0.00276998 -0.00185307 -0.00286126 -0.00261249 0.00136004 0.00191675 0.00294562 0.000106194 -0.00101625 0.000848859 0.00137507 0.000769213 -0.0020628 -8.09692e-05 -0.000774023 -0.000488921 6.96729e-06
internal_weight=0 1674.09 1061.8 407.519 612.293 480.326 319.736 174.57 138.752 131.967 305.756 264.442 188.355 654.282 260.527 393.754 332.574 83.7706 191.615 7885.91 887.923 825.112 6997.98
internal_count=4780 806 466 181 340 259 135 105 90 81 154 129 78 285 130 155 123 43 104 3974 497 452 3477
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=24
num_cat=0
split_feature=42 109 68 69 59 87 43 124 144 50 102 126 72 107 89 12 110 38 102 145 144 30 143
split_gain=0.112936 0.3956 0.381062 0.441227 0.430319 0.493131 0.593596 0.37618 0.509457 0.644692 0.450599 0.516085 0.404236 0.391179 0.366508 0.342278 0.295511 0.288659 0.285645 0.282387 0.280708 0.485344 0.274993
threshold=0.0079489401541650313 0.0066005610860884198 0.0051502294372767219 0.0045489775948226461 0.0084566329605877417 0.00043393640953581786 0.00046126570669002836 0.0015349716995842757 0.00017767510871635753 0.028884131461381916 0.00082683752407319855 0.00047558375808876013 0.0014881226234138014 0.0019071503775194289 0.0005375427135732026 0.00062670491752214741 0.00057154725072905432 0.0017376682371832433 0.0025217677466571335 0.0035485138650983576 0.00096484774257987748 0.0051502294372767219 0.0044099434744566688
decision_type=2 2 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 -4 8 9 10 11 -2 18 -9 17 -10 -8 19 -12 -7 -15 -22 -21
right_child=1 2 3 -5 -6 14 16 13 15 -11 12 -13 -14 20 -16 -17 -18 -19 -20 22 21 -23 -24
leaf_value=9.9705957493990624e-05 -0.00036830763304038141 -0.0029343877829425763 0.0010385211934571814 0.0010047875328268487 -0.0036647602201526071 -0.0028438420835657499 -0.0083176641393652839 -0.0011623036571570774 -0.0066622059512445337 0.0044814211075854694 0.00015253687742014909 -0.0075484840679235958 -0.003129634014664861 -0.00051291501403610525 -0.0030765609871766858 -0.0010903277682053152 -0.003097633816104286 0.0038997247385573115 0.0046750565597805114 0.0014267993912881994 0.0047131616916443915 -0.00037710355681466729 -0.0011008897142334804
leaf_weight=7152.4225443601608 63.70902419090271 181.15950644016266 59.891894459724426 360.70876657962799 134.6907776594162 71.831237077713013 44.037831425666809 90.65294623374939 45.277677774429321 80.754138231277466 75.501980781555176 41.21657133102417 46.615114808082581 58.554457426071167 85.498379468917847 70.44500470161438 70.542595386505127 54.298169612884521 64.948870539665222 300.91446280479431 174.88264679908752 63.953000903129578 167.49236404895782
leaf_count=3618 28 106 33 146 85 38 29 56 26 27 27 21 27 32 60 35 39 19 25 117 64 38 84
internal_value=0 -0.000296206 -0.000781148 -0.00049218 -0.00103805 -0.000624013 -0.00299536 0.000550878 -0.000372354 0.000527369 -0.000566177 -0.0031888 0.000904859 0.00171304 -1.56107e-05 -0.00327038 -0.0051039 0.000424575 0.00224389 7.52951e-05 0.00258953 0.00335014 0.000522951
internal_weight=0 2407.58 1531.07 1349.91 989.198 854.507 174.472 876.511 488.468 372.746 291.992 104.926 187.066 388.043 680.035 115.723 114.58 594.536 140.451 540.238 297.39 238.836 468.407
internal_count=4780 1162 756 650 504 419 101 406 216 155 128 49 79 190 318 61 68 258 52 239 134 102 201
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=24
num_cat=0
split_feature=92 51 98 137 146 19 33 37 44 124 133 14 44 46 127 58 150 40 94 4 1 112 23
split_gain=0.11295 0.287946 0.343685 0.277707 0.27925 0.406983 0.604237 0.386435 0.364594 0.326253 0.315291 0.315007 0.330964 0.304808 0.441933 0.305115 0.27583 0.271749 0.392857 0.270497 0.28995 0.318391 0.340729
threshold=0.002945306478068233 0.0058306583669036635 0.02636832278221846 0.015675474889576439 0.013439828064292671 0.0063990866765379914 0.022641776129603389 0.02129978779703379 0.032603342086076743 0.000490355829242617 0.013860232196748258 0.0095705352723598498 0.00090704852482303988 0.0013560238294303419 0.00044738779251929378 0.0095705352723598498 0.0011615398107096555 0.0020932231564074759 0.00066645268816500913 0.0041444667149335155 0.022641776129603389 0.00244467705488205 0.0025217677466571335
decision_type=2 2 2 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 4 5 8 7 10 19 -8 13 12 -6 15 -15 -7 -14 18 -3 20 21 -1 -23
right_child=-2 2 -4 -5 11 6 9 -9 -10 -11 -12 -13 16 14 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0005514210412613643 0.0001977866934792317 -0.0031507916691573519 -0.0040535686136001668 0.0034157556305528438 0.0038043222351159416 -0.0022186736896875571 0.0031297183502642448 0.0025034896576352039 0.0034194107399928286 -0.0010121657825713835 -0.0053008066868478858 0.0039363006407920377 -0.0022275853197412107 5.2683627368920008e-06 -0.0034315588235445714 -0.0068556550152771081 0.00071164019778392426 -0.0012158136515530386 0.0014336445421655802 -0.0016042706536651082 -0.0028198114574019759 -0.0047962734353601839 -0.00043501157472453089
leaf_weight=1948.2886743545532 4112.8517854213715 57.363406419754028 79.660677909851074 59.647917747497559 67.623744606971741 185.02543151378632 117.71442174911499 53.155913949012756 82.189165949821472 79.758268594741821 62.761949896812439 78.225650191307068 102.59228885173798 357.62356698513031 126.66615545749664 43.891445398330688 359.6153062582016 650.93260288238525 252.11242735385895 229.01446759700775 77.229780554771423 51.964862942695618 324.09005045890808
leaf_count=958 2062 37 36 23 27 103 35 26 32 40 43 31 61 181 79 23 155 363 108 130 44 31 152
internal_value=0 -0.000149338 -0.000897655 2.72643e-05 -1.92267e-05 -0.00018082 -0.00102876 -0.00162076 0.000140067 0.00145683 -0.00190328 0.000974523 0.000537239 -0.0016043 -0.000893635 -0.00310775 5.92453e-05 -0.000635889 0.000583889 3.76084e-05 0.000194178 0.000294323 -0.00103767
internal_weight=0 5447.15 1040.07 4407.08 4347.43 3739.37 1026.6 829.124 2712.78 197.473 775.969 608.057 529.831 713.207 484.29 228.917 462.208 960.408 309.476 2630.59 2401.57 2324.34 376.055
internal_count=4780 2718 544 2174 2151 1877 530 455 1347 75 429 274 243 386 260 126 216 508 145 1315 1185 1141 183
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=24
num_cat=0
split_feature=10 104 124 0 19 106 27 98 84 15 45 9 51 59 82 108 65 142 19 47 133 71 94
split_gain=0.113541 0.323866 0.367379 0.357482 0.346278 0.514056 0.349786 0.335863 0.266426 0.253183 0.310463 0.245741 0.915638 0.434432 0.55747 0.416757 0.797466 0.791918 0.733585 0.699627 0.539885 0.53531 0.525238
threshold=0.00899649551138282 0.0070226341485977182 0.0012745757703669371 0.0051502294372767219 0.0013986918493174019 0.0026012937305495147 0.0026012937305495147 0.0022975050378590827 0.00093549740267917525 0.0037758676335215573 0.0066005610860884198 0.00037263428384903824 0.016164712607860569 0.0034400182776153092 0.0010918468469753864 0.007706565549597145 0.0041444667149335155 0.00244467705488205 0.0046923852059990176 0.0020292587578296666 0.0087224207818508166 0.0068083447404205808 0.0014427106943912806
decision_type=2 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 9 6 -6 7 -2 -7 -4 -11 12 13 15 -15 17 19 20 -19 -17 -1 -21 -22
right_child=1 -3 3 -5 5 8 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 18 -20 21 22 -23 -24
leaf_value=-0.00016295362505475424 -0.0032482366518579832 4.58546484174759e-05 -0.0022910164463163158 -0.0020866500680607344 0.0033098844773168166 -0.003876437260752116 3.7365154199481701e-05 -0.0088037151973312938 0.00067992838074993212 0.00051103931119335529 0.0048557566278368026 -0.00015854167463838004 -0.00364471351050987 0.00024411276171574156 0.0025767262143589174 0.0057356810564817085 -0.0049137313757618229 -0.0012105395180174625 -0.0071972853939466681 -0.0023338477023948671 0.0049282206403336287 0.002451313889529468 -1.0369438129286105e-05
leaf_weight=890.86171090602875 65.33923327922821 2129.0090227127075 43.989036083221436 138.8494747877121 51.72088623046875 103.88093054294586 37.155464887619019 46.615114808082581 46.419933438301086 126.42217874526978 60.936559438705444 3725.101506114006 130.5320805311203 491.074498295784 535.39623200893402 106.01905584335327 42.749189734458923 235.31129002571106 65.388028621673584 85.303198099136353 115.28352439403534 185.63093841075897 101.01087510585785
leaf_count=456 41 1046 27 94 21 60 16 27 19 69 22 1884 76 269 202 40 30 119 43 52 43 74 50
internal_value=0 -0.000264374 -0.00118002 -8.10651e-05 -0.00233864 -0.000989673 -0.00416629 -0.00556141 -0.00246922 0.00112264 0.00192412 0.000112309 0.000450364 0.000637657 0.00146078 0.00017534 0.00155822 -0.000236916 -0.00251238 0.00229219 0.00038109 0.000944713 0.00262187
internal_weight=0 2850.34 721.329 370.197 351.132 202.022 149.11 111.954 150.301 231.348 187.359 6709.66 2984.56 2854.03 1026.47 1827.56 419.702 1407.86 300.699 376.953 1107.16 270.934 216.294
internal_count=4780 1442 396 212 184 100 84 68 79 118 91 3338 1454 1378 471 907 196 711 162 166 549 126 93
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=24
num_cat=0
split_feature=80 144 0 122 102 79 81 53 23 115 2 109 148 4 108 35 75 65 116 60 124 29 80
split_gain=0.110668 0.423266 0.29488 0.373392 0.389904 0.477221 0.545784 0.372021 0.579746 0.504297 0.559603 0.400902 0.362435 0.445052 0.476453 0.416315 0.453348 0.356073 0.344993 0.343289 0.342856 0.339315 0.331395
threshold=0.0032328735105693345 0.013032016810029747 0.0038949446752667431 0.0037758676335215573 0.0010918468469753864 0.00068727668258361529 0.0021592099219560628 0.0081988852471113222 0.012636432424187662 0.00085274505545385193 0.00070876078098081063 0.0021592099219560628 0.010180860292166473 0.001792412775103003 0.0019672545604407792 0.00073092587990686308 0.00064626874518580746 0.0012745757703669371 0.0010585968848317864 0.0019672545604407792 0.0005893622583243997 0.0020292587578296666 0.01884530205279589
decision_type=2 2 2 2 2 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 11 -9 10 18 -2 13 14 -6 20 -17 19 -10 -5 -15 -4 -23
right_child=1 -3 21 17 12 6 -8 8 9 -11 -12 -13 -14 15 -16 16 -18 -19 -20 -21 -22 22 -24
leaf_value=-0.0001337100583569102 0.0015069904055727795 -0.0020501366937143188 0.0047087230699557961 -0.0015728182864716885 -0.0033905376372409934 0.0048305160061878176 0.00096055864283114295 0.0038747364532767943 -0.0071703682686056402 0.002979882828070496 0.0027870183467564639 -0.0024798887593649728 0.00083582764875186368 0.0012074472285800173 0.0012943809272279989 -0.0092217573676704138 -0.0029643415729767278 0.00062187313418931081 -0.0017281902730136391 -0.0083597129238518926 -0.0039056801523855004 0.0010454828195175494 -0.0016170541046267826
leaf_weight=5909.3846052885056 87.490118741989136 194.97303485870361 57.070634365081787 38.492901921272278 73.363855481147766 123.25935125350952 349.25737738609314 117.81201243400574 42.651599049568176 79.514291882514954 48.997216820716858 225.75404942035675 276.67424738407135 88.827555775642395 208.5137540102005 37.399441599845886 128.05238783359528 49.192398190498352 91.795201897621155 36.110799908638 51.964862942695618 1112.8673887252808 130.58087587356567
leaf_count=2989 34 134 25 17 47 47 161 39 26 30 17 104 146 35 97 26 82 25 49 27 31 514 78
internal_value=0 0.000216441 0.000344325 -1.44733e-05 0.000147999 0.00074444 0.00197006 -9.00204e-05 0.000959956 -0.00034594 -0.00178753 -0.00136634 -0.000656545 -0.00135861 7.50443e-05 -0.0026782 -0.00437879 -0.00268043 -0.00345465 -0.00485791 -0.000679749 0.0009389 0.000765876
internal_weight=0 3650.62 3455.64 2155.12 2031.33 1166.53 472.517 694.014 380.77 262.958 183.444 313.244 864.796 588.122 281.878 306.244 165.452 123.796 134.447 74.6037 140.792 1300.52 1243.45
internal_count=4780 1791 1657 1040 971 507 208 299 161 122 92 138 464 318 144 174 108 69 75 44 66 617 592
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=24
num_cat=0
split_feature=68 107 20 50 40 100 43 70 0 109 44 40 71 52 116 8 109 38 9 47 19 15 113
split_gain=0.113 0.297404 0.443143 0.175883 0.130973 0.408549 0.493848 0.454037 0.377573 0.451026 0.47423 0.364818 0.366027 0.439127 0.337176 0.466327 0.431128 0.341772 0.299678 0.318457 0.27155 0.311849 0.274405
threshold=0.099488973617553725 0.020035739988088611 0.00043393640953581786 0.015200819820165636 0.00017767510871635753 0.00057154725072905432 0.0027679565828293566 0.00039601318712811922 0.00087947337306104611 0.0013146653072908523 0.0015349716995842757 0.00060774214216507982 0.072653736919164671 0.00899649551138282 0.0014427106943912806 0.0044099434744566688 0.0084566329605877417 0.0005375427135732026 0.00080172589514404546 0.019431582652032379 0.00046126570669002836 0.011169348377734424 0.0034400182776153092
decision_type=2 2 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 8 9 -1 -11 12 14 -14 -6 16 -16 -18 19 -7 21 -21 -22
right_child=1 2 -4 -5 11 18 -8 -9 -10 10 -12 -13 13 -15 15 -17 17 -19 -20 20 22 -23 -24
leaf_value=0.0039626184868452726 -0.0043047661247207899 0.0029575139557260302 -0.0033528530216793066 1.6995077114536595e-06 -0.0021677115649201377 0.0015479320597301821 -0.0063119350425602135 -0.0049884294342377638 -0.0016459202258849314 -0.0034609449610913052 0.0035486334971971943 4.1876573941902275e-05 -0.0067553736302833692 -0.0002719735684604076 0.0045205561131761978 -0.0038707375610386053 -0.0019101286223633348 0.0038151898611331553 0.0028576053033107967 -0.0021931309790838116 -0.005383719806560253 0.0017354383428799026 -0.00055642459779654829
leaf_weight=106.21423721313477 76.136320233345032 75.550776124000549 44.037831425666809 34.431795477867126 205.18457770347595 424.02742803096771 37.204260230064392 45.472859144210815 143.95524621009827 61.326922178268433 39.781543612480164 7361.6194331645966 59.794303774833679 46.371138095855713 78.274445533752441 47.95255184173584 87.880481481552124 37.057874202728271 184.09832000732422 72.924697399139404 46.712705492973328 164.37833189964294 79.611882567405701
leaf_count=48 53 29 29 12 122 158 18 34 88 38 16 3743 29 17 33 28 50 12 65 29 31 64 34
internal_value=0 -0.00109447 0.000633757 -0.0029637 2.69994e-05 0.000471787 -0.000803771 -0.000287257 0.000321309 0.00168726 -0.000702997 -5.1904e-05 -0.00127921 -0.00392354 -0.000664027 0.000564378 0.00161094 -0.000211946 0.00104141 0.000616913 -0.000468752 0.000528165 -0.00234148
internal_weight=0 230.157 119.589 110.568 9329.84 1405.71 433.955 396.751 351.278 207.323 101.108 7924.13 562.515 106.165 456.35 251.165 203.213 124.938 971.753 787.655 363.628 237.303 126.325
internal_count=4780 123 58 65 4657 623 242 224 190 102 54 4034 291 46 245 123 95 62 381 316 158 93 65
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=24
num_cat=0
split_feature=66 122 54 70 29 116 96 147 70 50 71 58 126 44 60 131 59 95 51 86 82 96 93
split_gain=0.110088 0.28759 0.356464 0.430302 0.424163 0.536811 0.291982 0.337662 0.33155 0.46405 0.421556 0.335221 0.330447 0.382504 0.275358 0.271633 0.219601 0.297667 0.262376 0.3328 0.359375 0.319481 0.321404
threshold=0.0005375427135732026 0.00017767510871635753 0.00046126570669002836 0.0022272822679951791 0.011519505176693203 0.0072436286136507997 0.0010918468469753864 0.0019071503775194289 0.00073092587990686308 0.037906534969806678 0.010829726699739696 0.0031340263085439806 0.00082683752407319855 0.015675474889576439 0.00085274505545385193 0.015200819820165636 0.013032016810029747 0.00899649551138282 0.0038949446752667431 0.00040826165059115743 0.0058306583669036635 0.018276390619575981 0.000490355829242617
decision_type=2 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 6 -3 15 -5 -6 7 -2 -8 10 11 -10 13 14 -12 -4 -1 18 21 -20 -21 22 -18
right_child=1 2 3 4 5 -7 8 -9 9 -11 12 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24
leaf_value=0.00019242016793995231 -0.0061883104641460903 0.0030525656792923937 -0.0034496846176608358 -0.00019513514656120377 0.0051386613596505898 -0.0011517443160270471 0.0019558775548998522 -0.001151303742062291 -0.00049687878565673354 -0.0053636764893178947 -0.0054329414162964046 -0.0034396845317695834 0.0022741164087055148 0.0021423237871702476 -0.00063926235901470884 0.00039135526330179304 0.0003940180179016005 -0.0025695575671682669 0.0029406730006766428 -0.0012346653839987291 0.0041722781475840333 0.0032099501664543313 -0.0021788160770841404
leaf_weight=6587.7801394462585 52.062453627586365 107.30769753456116 124.08887207508087 367.08321690559387 97.994433641433716 51.867272257804871 115.47870576381683 92.185564637184143 233.12436938285828 54.493350982666016 46.663910150527954 165.45182943344116 166.85802459716797 74.164543747901917 83.672989010810852 73.168674111366272 191.85900270938873 159.955695271492 123.35694193840027 180.01725077629089 37.057874202728271 43.842650055885315 330.46450078487396
leaf_count=3186 35 39 81 192 34 27 51 65 137 27 29 108 58 26 39 39 114 98 51 113 12 21 198
internal_value=0 -0.00034005 0.000365574 -3.81418e-05 0.000719983 0.00296155 -0.00087473 -0.00296928 -0.000553279 -0.00090474 -0.000589152 -0.00171846 0.000622921 -0.000724331 -0.00235552 -0.00202493 8.46606e-05 -0.000580937 -0.000230075 0.000866861 -0.000311622 -0.000889655 -0.00123377
internal_weight=0 1905.67 821.51 714.202 516.945 149.862 1084.16 144.248 939.908 824.429 769.936 398.576 371.359 204.501 130.337 197.258 7654.33 1066.55 906.598 340.432 217.075 566.166 522.324
internal_count=4780 987 412 373 253 61 575 100 475 424 397 245 152 94 68 120 3793 607 509 176 125 333 312
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=24
num_cat=0
split_feature=112 129 78 145 11 11 108 113 43 140 20 91 121 22 149 30 132 5 120 149 10 61 54
split_gain=0.106343 0.355913 0.420603 0.384521 0.371948 0.342689 0.353836 0.359129 0.538849 0.425201 0.409893 0.472508 0.456536 0.347679 0.358204 0.312057 0.401446 0.262865 0.257172 0.231532 0.214789 0.216555 0.159963
threshold=0.00244467705488205 0.0033348383149132137 0.012252715881913902 0.00017767510871635753 0.00044738779251929378 0.0062037324532866487 0.0011615398107096555 0.013439828064292671 0.012636432424187662 0.010180860292166473 0.00070876078098081063 0.0012745757703669371 0.00075379351619631063 0.00057154725072905432 0.0026012937305495147 0.0017376682371832433 0.0017376682371832433 0.00066645268816500913 0.00040826165059115743 0.012636432424187662 0.004017772153019906 0.0030382014811038975 0.00073092587990686308
decision_type=2 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 -2 6 -5 8 10 -10 12 -12 17 14 -7 18 -17 -8 -3 -16 -13 -22 -1
right_child=1 15 -4 5 -6 13 7 -9 9 -11 11 20 -14 -15 19 16 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00046640602128851212 -0.00019204800374522096 -0.0026693867786070843 -0.0042668466378061156 0.002464960971572496 -0.0056589110845444114 0.0047945849689196626 0.00056695814133055197 -0.004357488277582265 -0.00047125893781062588 0.0047333434387010365 -0.0041663907597701026 0.0040245600667102206 -0.0058834410143797852 -0.0026315175522396064 -0.0017031251426351105 0.0062288454619472029 0.00033588670194843181 -0.0045574118022910321 0.0023284703911500919 0.0022607282943930686 0.0023856350224516691 -0.0022772927335362315 -5.4154586085977686e-05
leaf_weight=1936.9060432910919 58.408071398735046 59.989485144615173 78.859989643096924 76.839417815208435 66.579079627990723 80.851728916168213 75.843548178672791 75.794752836227417 91.404839158058167 68.766000270843506 52.111248970031738 50.285858511924744 90.79933226108551 46.517524123191833 61.180536150932312 56.97304368019104 58.652048110961914 37.350646257400513 45.082496404647827 92.595890164375305 48.997216820716858 50.627425909042358 6198.58373939991
leaf_count=922 26 37 57 28 38 31 41 39 33 20 37 16 62 23 32 21 36 24 18 28 17 30 3164
internal_value=0 -0.000398525 -0.000736923 -0.000489473 -0.00310418 -0.000162658 -0.00074153 -0.00112532 -0.000692631 0.00176323 -0.00166145 -6.50492e-05 -0.00324243 0.00131738 0.00210029 0.0014473 0.00323958 -0.00112393 -0.000524991 0.000683694 0.00136064 1.60202e-05 6.9781e-05
internal_weight=0 1424.51 1203.81 1124.95 124.987 999.966 718.82 641.981 566.186 160.171 406.015 202.022 203.994 281.146 234.628 220.697 115.625 113.194 105.072 153.776 149.911 99.6246 8135.49
internal_count=4780 694 582 525 64 461 347 319 280 53 227 100 127 114 91 112 57 65 55 60 63 47 4086
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=24
num_cat=0
split_feature=129 58 129 58 87 143 46 126 55 17 128 115 125 0 63 108 68 47 68 122 116 17 141
split_gain=0.108031 0.190511 0.141601 0.382052 0.406057 0.43855 0.374241 0.372111 0.396331 0.368983 0.360541 0.356541 0.635851 0.356213 0.43725 0.334331 0.315133 0.420159 0.407426 0.459207 0.6794 0.456593 0.388385
threshold=0.059226244688034065 0.0045489775948226461 0.000490355829242617 0.017188700847327713 0.00038414125447161501 0.0070226341485977182 0.0053125319536775359 0.0014881226234138014 0.0030382014811038975 0.0012357163941487672 0.0098710241727530974 0.00017767510871635753 0.0036604277556762104 0.055838862434029586 0.0046923852059990176 0.011169348377734424 0.0017376682371832433 0.0056525857653468856 0.0079489401541650313 0.000490355829242617 0.0072436286136507997 0.0046923852059990176 0.0020932231564074759
decision_type=2 2 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 7 6 -6 -5 11 -9 13 -10 12 -4 -1 -15 -11 17 -13 -18 21 -21 -20 -23
right_child=1 -3 3 4 5 -7 -8 8 10 15 -12 16 -14 14 -16 -17 18 -19 19 20 -22 22 -24
leaf_value=0.00018592959381244118 -0.00053496854764248413 -0.004923308311040802 -0.0042553706702063432 0.00099627418733301163 0.0016194498595470499 -0.0021265242707855484 0.006172582192065801 -0.0015970410222995897 0.0056698365386025672 -0.00053133232382772367 -0.00095347639179749536 0.00078812584782463567 0.0033827803822994076 -0.0051486973344176991 0.0015943977299420729 -0.0026965801379591064 -0.00044172366368612097 0.0048483730383872842 -0.00088440083439111678 0.0040120644755306002 -0.0022099257756440231 -0.00048513431357526967 0.0053159140291072389
leaf_weight=3302.0233756303787 209.78243291378021 28.037382364273071 102.5434935092926 64.997665882110596 305.97143888473511 104.92559552192688 75.453185439109802 523.70973587036133 38.444106578826904 977.0343554019928 44.135422110557556 1077.3022073507309 37.106669545173645 68.111698031425476 37.155464887619019 218.07099461555481 1560.8400368690491 67.721335291862488 339.68017399311066 204.20867085456848 55.879583358764648 51.916067600250244 64.948870539665222
leaf_count=1442 149 19 59 27 109 49 25 315 15 436 33 617 14 47 16 112 900 31 199 82 30 29 25
internal_value=0 -0.00105232 2.6846e-05 0.000219277 0.0014562 0.000662888 0.0037771 5.56723e-05 -0.00108941 -0.000170493 0.00212994 0.000250569 -0.00222583 9.46494e-05 -0.00276863 -0.000926425 0.000351615 0.00102827 1.14212e-05 0.000998379 0.00267528 4.30689e-05 0.00273886
internal_weight=0 237.82 9322.18 4719.78 551.348 410.897 140.451 4168.44 606.289 4602.4 82.5795 3562.15 139.65 3407.29 105.267 1195.11 3422.5 1145.02 2277.47 716.633 260.088 456.545 116.865
internal_count=4780 168 4612 2559 210 158 52 2349 363 2053 48 1986 73 1505 63 548 1913 648 1265 365 112 253 54
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=24
num_cat=0
split_feature=135 140 117 60 133 103 136 93 68 148 11 41 150 37 40 101 69 20 103 59 54 40 92
split_gain=0.105236 0.285835 0.356554 0.380133 0.501773 0.371829 0.457871 0.492393 0.319903 0.311615 0.310253 0.300107 0.280727 0.330261 0.328345 0.280576 0.277655 0.260186 0.339704 0.253612 0.367332 0.33365 0.502304
threshold=0.0027679565828293566 0.076978169381618514 0.00093549740267917525 0.00017767510871635753 0.010829726699739696 0.00042089859198313212 0.00090704852482303988 0.0012745757703669371 0.0045489775948226461 0.0020292587578296666 0.0022272822679951791 0.00046126570669002836 0.0068083447404205808 0.00038414125447161501 0.0011980500421486797 0.0016846025246195497 0.0020292587578296666 0.0019071503775194289 0.0049928687512874612 0.0012357163941487672 0.0017376682371832433 0.00017767510871635753 0.0017376682371832433
decision_type=2 2 2 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 19 6 7 10 -9 -8 -5 12 14 -14 -7 -11 -12 -16 -19 21 -21 -4 -23
right_child=1 -3 3 5 -6 11 9 8 -10 15 16 -13 13 -15 17 -17 -18 18 -20 20 -22 22 -24
leaf_value=9.096069652726231e-05 0.0029873039783604441 0.0025429805044795716 0.0012728188918455625 -0.003402513003824248 0.00074169834922024717 0.0010277506639328219 0.0017924027206025169 0.0014099321859003223 0.0048293125807202355 -0.00059617272824897063 0.0030475233055072093 0.0014007011542588553 -0.0027102259633024037 0.0012572384231447 -0.0035606175326767645 -0.0062060965002797511 -0.002323604927407985 -0.0026606571037994108 0.0027358303774334455 -0.0063413599444302957 -0.0022381943974200827 -0.00052171997861196156 -0.0075849050361911589
leaf_weight=7350.1680439710617 74.262134432792664 84.864040017127991 87.343732714653015 58.700843453407288 175.02903282642365 76.839417815208435 43.647468686103821 149.86170589923859 125.83663463592529 45.180087089538574 67.623744606971741 135.54026126861572 73.119878768920898 185.5821430683136 234.26662504673004 43.989036083221436 37.350646257400513 82.57952868938446 45.082496404647827 76.087524890899658 192.65969097614288 76.985803842544556 37.399441599845886
leaf_count=3758 30 34 28 38 70 28 13 61 45 22 27 66 37 72 130 27 24 48 18 51 93 34 26
internal_value=0 -0.000302546 -0.000416187 -0.000539438 -0.00154383 -7.80491e-05 0.000903308 0.00168095 0.00297064 -0.00166923 -0.000491422 -0.000752138 -0.0011705 0.000135869 -0.00194075 -0.00336367 0.00113644 -0.00257098 -0.000754945 -0.00239411 -0.00339988 -0.0010542 -0.0028311
internal_weight=0 2209.83 2124.97 2050.71 645.505 1405.2 572.19 439.374 275.698 132.817 163.675 833.01 697.47 258.702 438.768 89.1691 104.974 361.929 127.662 470.476 268.747 201.729 114.385
internal_count=4780 1022 988 958 302 656 257 195 106 62 89 399 333 109 224 49 51 196 66 232 144 88 60
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=24
num_cat=0
split_feature=80 144 52 11 94 121 61 77 10 114 85 20 0 45 61 44 141 52 118 83 51 70 40
split_gain=0.106725 0.376614 0.376923 0.387317 0.516927 0.411184 0.340187 0.338187 0.364091 0.335608 0.367449 0.370948 0.410761 0.334935 0.307756 0.266058 0.261757 0.43143 0.424018 0.377519 0.374946 0.336495 0.32361
threshold=0.0032328735105693345 0.013032016810029747 0.0026012937305495147 0.020658296532928947 0.0062037324532866487 0.007706565549597145 0.0011615398107096555 0.001792412775103003 0.0020292587578296666 0.0066005610860884198 0.00017767510871635753 0.0010263677686452868 0.0013146653072908523 0.0019672545604407792 0.0042751494329422721 0.015675474889576439 0.0005893622583243997 0.0011615398107096555 0.0023699469165876512 0.0038949446752667431 0.0018488886416889729 0.00062670491752214741 0.011519505176693203
decision_type=2 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 9 4 -4 -6 7 8 -5 10 13 12 -12 -2 -15 -14 17 -1 19 -19 -21 -22 -18
right_child=1 -3 3 6 5 -7 -8 -9 -10 -11 11 -13 15 14 -16 -17 22 18 -20 20 21 -23 -24
leaf_value=-0.00026852027873270034 -0.0033510000794589375 -0.001925472993892249 -0.00011356460650297185 0.0037175113064369619 0.0020608791311074611 -0.001263199238858999 -0.0024574553450103123 -0.0030258839350642899 -0.0016150764329177442 -0.0023091728507019186 0.007524091371058768 -0.00044670587047285258 0.0011828069197173481 0.0025282276156725239 -0.0016348023224952665 0.0053765531435046761 -0.00011719634077816976 0.0048893018273762807 -0.0014751190385034357 -0.00033328249473349274 0.0051135529329737655 0.0010194167277870151 -0.0012185929201324012
leaf_weight=808.37977290153503 46.517524123191833 194.97303485870361 1735.9577906131744 83.477807641029358 566.3036698102951 111.32000863552094 254.47456657886505 53.399890661239624 51.916067600250244 53.399890661239624 60.936559438705444 58.603252768516541 103.63695383071899 153.72763097286224 62.420382499694824 59.550327062606812 3721.841087937355 99.380666017532349 97.193745374679565 167.3459780216217 91.356043815612793 111.36880397796631 812.51850724220276
leaf_count=412 23 134 866 31 231 42 151 36 29 36 22 34 50 58 29 19 1858 37 55 78 31 44 474
internal_value=0 0.000212551 0.000333181 9.41107e-05 0.000343606 0.0015148 -0.00126438 0.000343758 0.00167276 0.00147379 0.00184419 0.00309511 0.00402122 0.000497717 0.00132601 0.00271319 -0.000131306 0.000472991 0.00153084 0.00215318 0.00141841 0.0028644 -0.000314557
internal_weight=0 3650.62 3455.64 2856.85 2413.58 677.624 443.268 188.794 135.394 598.793 545.393 282.727 224.124 262.666 216.148 163.187 5909.38 1375.03 566.645 469.451 370.071 202.725 4534.36
internal_count=4780 1791 1657 1386 1139 273 247 96 60 271 235 125 91 110 87 69 2989 657 245 190 153 75 2332
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=24
num_cat=0
split_feature=38 88 125 50 71 32 68 52 117 38 23 79 12 39 129 82 77 88 80 8 143 8 23
split_gain=0.103463 0.320265 0.118546 0.411746 0.646268 0.271099 0.289232 0.580626 0.23441 0.232378 0.271375 0.249265 0.194808 0.192065 0.17255 0.186815 0.181106 0.1824 0.157271 0.142852 0.304442 0.182865 0.53206
threshold=0.021635212935507301 0.0017376682371832433 0.027182282879948619 0.021960759535431865 0.025578102096915249 0.0070226341485977182 0.004017772153019906 0.0046923852059990176 0.0095705352723598498 0.012252715881913902 0.0081988852471113222 0.020035739988088611 0.032603342086076743 0.00244467705488205 0.00057154725072905432 0.001792412775103003 0.0015349716995842757 0.0020292587578296666 0.00050559637020342063 0.033603202551603324 0.002945306478068233 0.0066005610860884198 0.00044076706399209803
decision_type=2 2 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 5 6 7 8 13 11 -11 19 14 -4 15 -13 -16 -18 -7 21 -21 -1 -23
right_child=1 -3 3 -5 -6 18 -8 -9 -10 10 -12 12 -14 -15 16 -17 17 -19 -20 20 -22 22 -24
leaf_value=0.00010487685551327557 -0.0044732926260426962 0.0015369266977822192 0.0012244007203770137 0.0038960640909550199 -0.0059384820711521312 0.00082819856397186534 -0.0010257658957926389 0.0063654244521198222 0.0036551359851543959 0.0050181355445462292 -0.00027564415809180117 -0.0018455437778095102 0.0011128443341710188 -0.0023522731635985086 -0.0037814999883540772 -0.0073210003637168668 0.0017398860217914492 -0.0015281755190506264 -0.0031278971506767624 -0.001274417962329301 0.0032356215750491929 0.0050104901454818785 -0.00056845811252207075
leaf_weight=6223.4494245052338 47.95255184173584 41.21657133102417 103.63695383071899 86.006295680999756 40.074315667152405 41.314162015914917 99.81982409954071 62.322791814804077 57.021839022636414 49.046012163162231 47.806165814399719 37.301850914955139 69.302749037742615 58.847229480743408 54.83491837978363 26.748740673065186 61.131740808486938 141.57314419746399 64.099386930465698 61.034150123596191 96.70579195022583 43.696264028549194 1945.0570887327194
leaf_count=3053 28 21 50 27 28 25 55 25 23 19 22 22 42 44 41 20 30 98 44 26 35 15 987
internal_value=0 -0.00169519 1.59605e-05 0.000688316 0.000164947 0.000667123 0.00128707 0.00210625 0.000896973 -3.0581e-05 0.00240513 -5.75081e-05 -0.00129163 -7.09706e-05 -0.0018098 -0.0041322 -0.00123222 -0.000542593 -0.00157741 1.2812e-07 0.00149056 -2.85e-05 -0.000445879
internal_weight=0 89.1691 9470.83 613.143 527.137 487.062 381.649 281.829 219.506 8857.69 96.8522 8760.84 390.893 162.484 321.59 64.0506 257.54 202.705 105.414 8369.94 157.74 8212.2 1988.75
internal_count=4780 49 4731 321 294 266 197 142 117 4410 41 4369 253 94 211 42 169 128 69 4116 61 4055 1002
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=24
num_cat=0
split_feature=12 71 28 63 128 52 71 11 89 73 147 44 9 17 50 107 47 79 149 135 27 78 72
split_gain=0.107849 0.27413 0.376461 0.423467 0.368102 0.56768 0.329527 0.315819 0.337154 0.460635 0.734417 0.443216 0.294321 0.255998 0.567299 0.280828 0.319875 0.319098 0.274164 0.264933 0.251041 0.25037 0.337214
threshold=0.0033348383149132137 0.00017767510871635753 0.001792412775103003 0.0011615398107096555 0.0030382014811038975 0.012636432424187662 0.02129978779703379 0.020658296532928947 0.0013560238294303419 0.0023699469165876512 0.0027679565828293566 0.013439828064292671 0.00017767510871635753 0.0058306583669036635 0.05109804309904576 0.0058306583669036635 0.0011980500421486797 0.0011261500185355546 0.0048403022810816774 0.0012357163941487672 0.0070226341485977182 0.023343417793512348 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 21 4 5 6 -4 8 9 -5 -11 20 -7 14 -2 16 -15 -18 19 -19 -12 -3 -23
right_child=13 2 3 7 -6 12 -8 -9 -10 10 11 -13 -14 15 -16 -17 17 18 -20 -21 -22 22 -24
leaf_value=-0.0020093985339946895 0.00019506774608034116 0.00023387919293677245 -0.0034215438460513492 -0.00041632310772770704 0.00097386916861045419 0.0013212274433126543 -0.0082809497899829308 -0.00278898715530325 -0.0029452324864020088 0.0055318412621233794 -0.0048428083613119965 0.0042405532916957511 -0.0038239057452921325 0.0028127889442495562 -0.0037906361636811645 0.0037237432451926625 0.0026535839144870687 -0.0017693292639435064 -0.0043104340089308059 0.0020467952699759441 0.0001545233777771764 -0.0027900902449278816 0.00034602746001137843
leaf_weight=184.12715256214142 2105.7336211204529 4883.7567120790482 96.0514897108078 628.46011281013489 67.770130634307861 75.501980781555176 54.786123037338257 113.29178512096405 88.124458193778992 96.608201265335083 41.460548043251038 42.407622337341309 43.989036083221436 129.04825747013092 93.230229616165161 94.128508567810059 76.985803842544556 108.18601369857788 50.725016593933105 78.469626903533936 63.806614875793457 165.20785272121429 178.14306497573853
leaf_count=120 1276 2122 62 303 33 27 39 69 60 31 31 16 27 69 54 37 34 75 34 41 32 98 90
internal_value=0 -0.000106352 -5.35753e-05 -0.000777912 -0.00232116 -0.00314721 -0.00518654 -0.000292165 2.22472e-06 0.000299842 0.0021423 -7.51252e-05 -0.000572885 0.000265189 2.60845e-05 0.00124331 0.000716759 -0.000143667 -0.00105085 -0.000165039 -0.00181373 0.000142126 -0.00116296
internal_weight=0 6823.49 6639.37 1412.26 338.099 270.329 150.838 1074.16 960.868 872.743 244.283 147.675 119.491 2736.51 2198.96 537.543 443.415 314.366 237.381 186.656 105.267 5227.11 343.351
internal_count=4780 3160 3040 730 188 155 101 542 473 413 110 79 54 1620 1330 290 253 184 150 116 63 2310 188
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=24
num_cat=0
split_feature=11 142 70 4 80 52 100 133 4 7 121 79 125 19 27 121 107 73 17 78 107 10 51
split_gain=0.102881 0.256873 0.630041 0.420662 0.382584 0.492205 0.410588 0.359095 0.314884 0.541949 0.478785 0.451829 0.587713 0.432621 0.492742 0.386579 0.385398 0.456139 0.352018 0.332335 0.274 0.266821 0.258954
threshold=0.0019071503775194289 0.0020932231564074759 0.0068083447404205808 0.0015833032084628942 0.0016846025246195497 0.0053125319536775359 0.00044738779251929378 0.044033329933881767 0.001792412775103003 0.00082683752407319855 0.012636432424187662 0.0026012937305495147 0.0020292587578296666 0.0022272822679951791 0.0026012937305495147 0.0035485138650983576 0.00017767510871635753 0.00087947337306104611 0.00017767510871635753 0.037906534969806678 0.00244467705488205 0.0066005610860884198 0.013032016810029747
decision_type=2 2 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 7 6 -6 22 9 10 13 12 18 16 21 19 -3 -18 -10 -11 -5 -15 -1
right_child=-2 2 3 20 5 -7 -8 -9 11 15 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00025972080974365425 0.00014747074702518701 0.0023224100974594095 0.0031727624537164646 0.0018888079284665458 0.0031056284311301876 0.0051465102749658383 -0.0030692142967959826 -0.0039790264253340363 0.00083303109322672715 -0.0014650574063734109 0.00085003772490093669 -0.0017756337042471586 0.0036641468713592899 -0.010307853040708054 -0.0019734077645940109 0.0027060500995078462 -0.0046052616228986548 -0.00053043567134453639 -0.0038637109860938101 0.0030867652327643239 -0.0035138857719769663 -0.0049623187434760631 -0.0015228038689390733
leaf_weight=1949.1669905185699 5286.6069382429123 42.407622337341309 165.66697359085083 43.745059370994568 54.444555640220642 84.71765398979187 53.253504633903503 56.074764728546143 124.7431743144989 350.67244231700897 87.392528057098389 217.07512497901917 136.48733556270599 46.761500835418701 65.144051909446716 88.778760433197021 154.55715179443359 123.60091865062714 58.652048110961914 45.277677774429321 50.627425909042358 46.615114808082581 227.53064453601837
leaf_count=994 2596 16 63 17 25 28 30 38 54 219 30 125 51 33 33 33 92 61 36 26 30 27 123
internal_value=0 -0.000182436 -0.000626494 0.00165494 0.000155976 0.00229523 5.23514e-05 -2.8381e-05 -0.00100005 -0.00150323 -0.0025534 -1.49656e-05 0.00117984 -0.00317424 -0.00531089 -0.000275936 -0.00211766 -0.00279459 -0.000669045 -0.000944548 -0.00100954 -0.00763928 7.33931e-05
internal_weight=0 4273.39 1848.2 260.039 2425.19 192.416 107.698 2232.77 1588.17 1051.21 566.479 536.958 319.883 479.086 158.521 484.729 320.566 278.158 183.395 395.95 94.3725 93.3766 2176.7
internal_count=4780 2184 946 110 1238 83 55 1155 836 570 292 266 141 262 93 278 169 153 90 245 47 60 1117
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=24
num_cat=0
split_feature=88 12 115 28 122 26 117 87 4 8 32 39 131 82 131 87 102 80 52 115 124 40 5
split_gain=0.104521 0.177557 0.393012 0.332192 0.320713 0.355307 0.457686 0.452376 0.431058 0.349338 0.420996 0.313979 0.42816 0.351561 0.346226 0.411983 0.416132 0.342192 0.402571 0.640878 0.419501 0.386229 0.347026
threshold=0.030689206905663017 0.0033348383149132137 0.00055427959887310873 0.001792412775103003 0.00017767510871635753 0.00080172589514404546 0.0049928687512874612 0.00070876078098081063 0.00077738583786413084 0.0060143163427710542 0.00062670491752214741 0.0031340263085439806 0.0023699469165876512 0.0087224207818508166 0.001792412775103003 0.004017772153019906 0.0025217677466571335 0.0032328735105693345 0.0026012937305495147 0.00044738779251929378 0.00073092587990686308 0.0048403022810816774 0.00085274505545385193
decision_type=2 2 2 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 11 6 7 8 -6 10 -7 12 14 -14 15 -1 -17 22 20 -20 -19 -21 -13
right_child=-2 2 -4 -5 5 9 -8 -9 -10 -11 -12 17 13 -15 -16 16 -18 18 19 21 -22 -23 -24
leaf_value=0.00036382338220910062 -0.00070322966208962692 0.0047285036292548828 0.00031837992069238494 -0.00076735469670965203 -0.00048984010667784967 -0.0062193070889855224 0.0018607724277539175 -0.0017559637893138323 0.00473258539613634 0.0010256206544503939 -0.00069064742620084498 -0.0013909865035081747 -0.0021103685090186875 0.001747822329207616 0.0031744838196418783 -0.0042215754946798465 0.00038282923356367882 0.0057033605997223631 -0.0059933772964522432 -0.0029698570415084835 -0.00050715755476598895 0.0014877988391535379 -0.0052484767039006654
leaf_weight=2447.7116227149963 500.70936679840088 51.672090888023376 2261.404196023941 1429.6447843313217 92.791071534156799 49.289988875389099 746.14570200443268 218.2661759853363 68.814795613288879 143.12572538852692 114.23885941505432 266.21872782707214 338.04996490478516 71.538465023040771 100.66930770874023 102.39710748195648 94.226099252700806 52.960732579231262 53.448686003684998 70.688981413841248 55.879583358764648 155.45543074607849 74.652497172355652
leaf_count=1031 341 19 1306 743 36 29 283 120 22 54 54 148 186 26 36 53 41 18 38 45 30 75 46
internal_value=0 3.88677e-05 0.000416898 -9.07477e-05 9.11943e-05 0.000730595 0.00114151 -0.000271271 0.00173397 -0.000778256 -0.00235707 -0.000144665 7.14925e-05 -0.0014365 0.000296503 0.000186939 -0.00201505 -0.00107965 -6.50652e-05 -0.00106937 0.00251483 9.44098e-05 -0.0022358
internal_weight=0 9059.29 2313.08 6746.21 5316.57 1432.67 1126.02 379.872 161.606 306.655 163.529 3883.9 3154.59 409.588 2745 2644.33 196.623 729.305 388.433 279.593 108.84 226.144 340.871
internal_count=4780 4439 1325 3114 2371 598 461 178 58 137 83 1773 1373 212 1161 1125 94 400 206 158 48 120 194
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=24
num_cat=0
split_feature=36 24 89 46 64 26 56 56 49 148 71 58 52 136 119 142 150 50 4 9 14 17 109
split_gain=0.104246 0.138307 0.159101 0.136396 0.11531 0.365593 0.179267 0.259276 0.384243 0.30853 0.317743 0.232267 0.228356 0.212958 0.221289 0.388619 0.399481 0.394564 0.302386 0.391638 0.411681 0.536162 0.441616
threshold=0.013439828064292671 0.0035485138650983576 0.00017767510871635753 0.0062037324532866487 0.000490355829242617 0.00050559637020342063 0.0012745757703669371 0.00096484774257987748 0.00017767510871635753 0.027182282879948619 0.0092791137285530585 0.0095705352723598498 0.012636432424187662 0.013032016810029747 0.00044738779251929378 0.013439828064292671 0.007706565549597145 0.00066645268816500913 0.0036604277556762104 0.0013560238294303419 0.0015349716995842757 0.00017767510871635753 0.0092791137285530585
decision_type=2 2 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 6 -6 7 13 9 10 -9 12 -8 14 -1 17 -17 -16 19 20 21 -19 -22
right_child=1 3 -4 -5 5 -7 11 8 -10 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 22 -23 -24
leaf_value=8.1693694052289536e-05 -0.0035520112413290591 -0.0008867703485251721 -0.00066675694641441755 0.0030820332475913932 7.9635331310529283e-05 0.0037416485335950741 -0.00090346102535503149 -0.0014505558533429736 -0.0014177093730344547 0.0061462817350400557 0.0034576772640154602 -0.0036977192873677827 0.0022321765911971292 0.0025148384252959913 -0.0030172153777379375 -0.0047232906064946598 0.00014678056926348141 0.00059561089027026376 0.0019643374912869031 -0.0048622136273525013 -0.00013353689962225326 -0.0028944378993305021 0.0055990289184909212
leaf_weight=6790.4073965549469 69.351544380187988 51.964862942695618 153.61007750034332 37.106669545173645 324.16767835617065 86.299067735671997 456.23237729072571 53.399890661239624 75.941138863563538 50.334653854370117 86.20147705078125 63.904205560684204 66.530284285545349 83.380216956138611 114.8244035243988 108.13721835613251 68.961181640625 283.72296273708344 173.69159579277039 45.424063801765442 77.083394527435303 179.77327406406403 59.550327062606812
leaf_count=3257 44 31 107 14 209 39 294 36 45 18 35 36 36 27 78 73 28 112 69 32 38 103 19
internal_value=0 -0.000898863 -0.00156421 0.00076661 3.03283e-05 0.00084956 -7.72175e-06 5.23268e-05 0.00158835 0.00279025 0.00158019 -0.000852239 -0.000504399 1.18144e-06 -2.53436e-05 -0.000679454 -0.00282691 -0.000272299 0.000112425 -0.000385847 -4.70291e-05 -0.000758052 0.00236494
internal_weight=0 312.033 222.962 89.0715 9247.97 410.467 8837.5 8250.83 265.877 189.936 139.601 586.667 522.763 7984.96 7901.58 1111.17 177.098 934.07 819.246 645.554 600.13 463.496 136.634
internal_count=4780 196 151 45 4584 248 4336 3970 134 89 71 366 330 3836 3809 552 101 451 373 304 272 215 57
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=24
num_cat=0
split_feature=127 51 104 39 141 141 60 35 46 101 30 5 100 27 75 9 78 140 79 0 34 30 70
split_gain=0.102302 0.348243 0.428587 0.216795 0.213127 0.140177 0.263534 0.425787 0.356809 0.315497 0.407333 0.315359 0.33474 0.31474 0.320251 0.375159 0.316504 0.401798 0.229345 0.344339 0.227213 0.225381 0.273316
threshold=0.062805486842989935 0.00017767510871635753 0.0021592099219560628 0.0021592099219560628 0.022641776129603389 0.007706565549597145 0.002945306478068233 0.0010585968848317864 0.0045489775948226461 0.0013146653072908523 0.0031340263085439806 0.00096484774257987748 0.00244467705488205 0.00064626874518580746 0.0036604277556762104 0.00096484774257987748 0.0079489401541650313 0.0051502294372767219 0.0014881226234138014 0.0034400182776153092 0.0025217677466571335 0.00044738779251929378 0.0016331639490090313
decision_type=2 2 2 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 -3 -1 7 8 -7 -8 11 -11 20 18 15 21 17 -17 19 -9 -13 22 -15
right_child=1 2 3 -5 -6 6 9 13 -10 10 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=6.5750770222874154e-05 0.0038776272850307397 -0.00033841579728871802 2.4678566464031521e-05 0.004451396768513226 -0.0056875381654329562 -0.0011188380766079364 -0.0026423137432804653 0.0033521756175884836 -0.0046540183254973333 -0.0010321918874773202 -0.0027235625144925342 0.0021831868719569877 0.00067662562831244952 -0.0030535233967251838 0.00037658842765454461 0.00098362470527426629 0.0022510056754427091 -0.0050129172454858812 0.0041694018282580278 -0.0031645596349527761 0.0063736334219677976 -0.0041434200314547191 0.0018781495015169917
leaf_weight=7548.4125900268555 74.115748405456543 35.818027853965759 71.684851050376892 45.033701062202454 38.785673975944519 196.62320673465729 61.375717520713806 41.070185303688049 112.05193877220154 67.867721319198608 54.786123037338257 58.261685371398926 100.76689839363098 74.554906487464905 412.60487139225006 62.322791814804077 91.600020527839661 50.627425909042358 62.322791814804077 40.025520324707031 72.72951602935791 141.47555351257324 45.082496404647827
leaf_count=3757 24 15 32 16 29 94 40 15 72 37 39 20 40 42 228 25 41 30 25 26 21 94 18
internal_value=0 0.000967867 -0.000159336 0.00173265 -0.00311937 -2.76408e-05 -0.000431362 -0.000774761 -0.00240214 0.000667382 0.00124054 0.00196537 0.00284318 -0.000283091 -0.000637722 -0.00153646 6.69924e-05 -0.00170419 0.0018886 0.000135782 0.00450983 -0.00279257 -0.00119514
internal_weight=0 265.438 191.322 116.719 74.6037 9294.56 1746.15 1330.36 308.675 415.788 354.412 299.626 231.758 1021.69 878.268 465.663 204.55 112.95 143.418 81.0957 130.991 261.113 119.637
internal_count=4780 116 92 48 44 4664 907 710 166 197 157 118 81 544 478 250 96 55 66 41 41 154 60
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=24
num_cat=0
split_feature=19 75 63 44 79 114 115 96 26 8 39 4 38 128 4 66 73 11 94 19 38 52 43
split_gain=0.1004 0.203626 0.263892 0.175219 0.292106 0.546441 0.475262 0.441151 0.449898 0.352839 0.430016 0.272384 0.228548 0.212257 0.200668 0.288271 0.308757 0.205767 0.181139 0.174415 0.361544 0.276051 0.302937
threshold=0.086341444402933135 0.0027679565828293566 0.0060143163427710542 0.019431582652032379 0.00017767510871635753 0.00040826165059115743 0.0063990866765379914 0.0012357163941487672 0.00046126570669002836 0.0053125319536775359 0.0041444667149335155 0.0015833032084628942 0.00085274505545385193 0.00093549740267917525 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.0054799309000372895 0.0022272822679951791 0.0072436286136507997 0.012252715881913902 0.028884131461381916 0.024810968898236755
decision_type=2 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 19 7 14 11 -5 -9 10 -8 13 -13 18 -6 16 17 -16 -7 -1 21 22 -21
right_child=1 2 -4 4 5 6 9 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=6.8402449912426284e-05 -0.0023203645142244496 -0.0015243262043920865 0.0039115904705549548 0.0013680108860659396 0.004719117470829916 -0.0037908650626284806 0.00095257360197670532 -0.0070050304176532217 6.3247932870105463e-05 -0.00075534134138838618 0.0071073375849164998 -0.0047402321708570911 -0.00056948003986148968 0.0017416889509039232 -0.0039137837610589829 0.003427799692033621 0.0024188550402960509 0.00082638196683589764 0.00015965261248331009 -0.00092514939864214631 0.0036901867097356676 0.0021346124510002529 0.0017175634612933218
leaf_weight=6375.5557161569595 130.38569450378418 53.253504633903503 38.444106578826904 82.189165949821472 71.440874338150024 49.387579560279846 65.144051909446716 48.050142526626587 42.358826994895935 75.892343521118164 50.285858511924744 77.473757266998291 57.021839022636414 90.213788151741028 46.517524123191833 153.43485891819 101.95794939994812 45.082496404647827 70.347414016723633 1581.1167365312576 50.432244539260864 87.587709426879883 116.4257800579071
leaf_count=3206 70 30 15 32 22 33 33 32 14 43 16 54 23 38 23 46 35 18 31 870 22 38 36
internal_value=0 -0.00105069 0.000754675 2.49885e-05 0.000609663 0.000952049 -0.000105371 -0.0012832 -0.00369337 0.00189277 0.00363383 -0.00121524 -0.00297197 -8.98607e-05 0.00230598 0.00180915 0.00052603 -0.00158083 -0.00146983 -5.52454e-05 -0.000484718 -0.000602665 -0.000743899
internal_weight=0 222.083 91.6976 9337.92 1126.8 954.2 535.767 172.598 90.409 191.322 115.43 344.444 134.496 209.949 418.434 346.993 193.558 91.6 119.735 8211.12 1835.56 1785.13 1697.54
internal_count=4780 115 45 4665 493 415 271 78 46 92 49 179 77 102 144 122 76 41 64 4172 966 944 906
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=24
num_cat=0
split_feature=112 20 29 73 37 76 106 34 106 17 94 59 128 27 61 71 17 71 127 81 50 46 52
split_gain=0.0988928 0.299037 0.329285 0.300289 0.298616 0.276594 0.404703 0.269805 0.363229 0.330274 0.425992 0.290471 0.229127 0.615089 0.273461 0.449382 0.236479 0.230063 0.224065 0.198547 0.192083 0.285666 0.222784
threshold=0.00244467705488205 0.00062670491752214741 0.011519505176693203 0.0027679565828293566 0.00099512818269431613 0.0003614811430452392 0.0098710241727530974 0.0041444667149335155 0.00080172589514404546 0.00057154725072905432 0.00066645268816500913 0.0019672545604407792 0.00017767510871635753 0.0010585968848317864 0.00017767510871635753 0.02129978779703379 0.0010585968848317864 0.0058306583669036635 0.0011261500185355546 0.0079489401541650313 0.0053125319536775359 0.0013560238294303419 0.0026012937305495147
decision_type=2 2 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 5 20 6 -4 8 -2 11 -11 -9 14 -14 -10 17 -15 -16 -6 -12 22 -22 -3
right_child=1 2 3 -5 18 -7 -8 9 12 10 19 -13 13 16 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=6.7292148330610793e-05 -0.0040092176835597624 -0.0023843667225304111 -0.0002561004255002444 0.004312383974406064 0.0021012819707336493 -0.0012852862096419328 0.0053096564314534592 -0.0062168092283803105 0.0023199825840822036 0.003880774795871047 -0.0050430289363419568 -0.001867179570709014 0.0054488499900968244 -0.0029596780065654724 -0.0023529308163369165 0.00063501838299591818 0.0019495321703575192 -0.0080285227978099723 -0.00153072217333088 -0.00042806032452194346 0.00013416707615966931 -0.004864528774734915 0.0029224029380212255
leaf_weight=8135.4897826910019 57.314611077308655 44.086626768112183 74.408520460128784 75.501980781555176 121.97070956230164 101.05967044830322 58.212890028953552 70.737776756286621 51.672090888023376 39.683952927589417 38.736878633499146 83.91696572303772 64.900075197219849 55.928378701210022 42.651599049568176 83.477807641029358 43.696264028549194 30.71225643157959 65.144051909446716 58.505662083625793 43.696264028549194 82.628324031829834 35.866823196411133
leaf_count=4086 35 31 36 27 48 52 18 47 19 12 27 49 23 32 26 31 15 21 33 30 15 50 17
internal_value=0 -0.000384311 0.000350038 0.00157103 -0.000609592 0.000685309 0.00218693 -0.00109897 -0.000303334 -0.00227327 -0.000484864 -0.00385666 0.000266048 0.00166108 -0.000834679 -0.00187399 -0.000806454 -0.0047289 0.000836799 -0.00226645 -0.00192161 -0.00313546 -3.7694e-06
internal_weight=0 1424.51 702.576 309.183 393.393 233.681 132.621 721.934 430.353 291.581 136.926 154.655 373.038 164.525 208.514 156.842 99.6246 73.3639 187.115 97.2425 206.278 126.325 79.9534
internal_count=4780 694 327 133 194 106 54 367 202 165 69 96 167 70 97 78 47 47 81 57 113 65 48
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=24
num_cat=0
split_feature=92 101 50 34 19 96 107 5 61 137 103 102 145 19 51 11 147 123 32 149 78 40 42
split_gain=0.0963443 0.255308 0.431358 0.547018 0.39556 0.576466 0.384639 0.371146 0.332469 0.416479 0.360155 0.448169 0.358363 0.484174 0.437133 0.349128 0.313963 0.326217 0.297293 0.318153 0.316662 0.295452 0.268546
threshold=0.00244467705488205 0.0014881226234138014 0.05109804309904576 0.00055427959887310873 0.0034400182776153092 0.0010918468469753864 0.0027679565828293566 0.064669914543628707 0.0027679565828293566 0.00077738583786413084 0.0012357163941487672 0.0036604277556762104 0.0053125319536775359 0.0084566329605877417 0.0044099434744566688 0.0012357163941487672 0.00055427959887310873 0.00038414125447161501 0.00043393640953581786 0.0084566329605877417 0.0079489401541650313 0.0056525857653468856 0.001792412775103003
decision_type=2 2 2 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 22 9 12 11 18 13 -3 -14 -15 -11 -18 -10 20 -20 -17 -2
right_child=1 8 3 4 6 -7 -8 -9 10 16 -12 -13 14 15 -16 21 17 -19 19 -21 -22 -23 -24
leaf_value=-0.00014677792637798008 -0.00080320736147305506 0.0026185732968889144 0.0019130173236981943 -0.0098865527442032475 -0.0044937563730369648 -0.0023468372959809087 0.001908908478298279 0.0041211513001757826 0.00058015875153714491 -0.0044518455776418574 0.0022975309315585815 0.00077825756911511536 0.0010605022867069365 0.0038058869519132991 -0.0049025129083008811 -0.0028149594320472262 0.0018460252933634857 -0.0015401046175167964 -0.0061708853931723992 -0.00019527417409043472 -0.0021019520718664826 0.0006095402699640304 0.00042778190142606185
leaf_weight=5153.3800208568573 749.19984579086304 624.32137846946716 63.611433506011963 44.037831425666809 43.891445398330688 59.745508432388306 50.383449196815491 54.249374270439148 94.128508567810059 45.228882431983948 114.0924733877182 279.00755405426025 90.213788151741028 62.273996472358704 46.615114808082581 85.010426044464111 132.71900117397308 153.26851010322571 81.437273025512695 90.067402124404907 115.82027316093445 243.09193551540375 1084.2045366764069
leaf_count=2571 462 241 24 29 23 27 20 17 37 24 48 134 38 23 27 40 58 93 55 32 65 115 577
internal_value=0 0.000171651 -0.000218374 -0.00212086 -0.00341645 -0.00554612 -0.00107197 4.53527e-05 0.00054302 0.000981596 -0.000296553 -0.000744673 0.00143102 0.00175492 -0.000970988 0.000373694 -0.000580886 3.13059e-05 -0.00185859 -0.00265754 -0.0037818 -0.000277738 -7.52479e-05
internal_weight=0 4406.62 2149.32 261.67 198.058 103.783 94.2749 1887.65 2257.3 1482.74 774.553 660.461 1151.53 1014.7 136.829 390.376 331.216 285.988 381.453 287.325 197.258 328.102 1833.4
internal_count=4780 2209 1179 123 99 56 43 1056 1030 659 371 323 484 419 65 178 175 151 189 152 120 155 1039
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=24
num_cat=0
split_feature=66 96 19 140 61 76 131 107 58 17 52 94 0 93 108 31 108 149 108 109 129 102 88
split_gain=0.0932046 0.300786 0.372297 0.330541 0.491489 0.317175 0.298912 0.286838 0.25152 0.391072 0.257873 0.259274 0.233647 0.347357 0.241795 0.286757 0.208056 0.338378 0.282413 0.311146 0.198625 0.189181 0.188214
threshold=0.0005375427135732026 0.0010918468469753864 0.00096484774257987748 0.0045489775948226461 0.0030382014811038975 0.00044738779251929378 0.001792412775103003 0.0079489401541650313 0.029773407615721229 0.02636832278221846 0.0060143163427710542 0.0042751494329422721 0.0098710241727530974 0.0017376682371832433 0.0016846025246195497 0.02636832278221846 0.021960759535431865 0.0070226341485977182 0.0068083447404205808 0.0092791137285530585 0.0021592099219560628 0.00096484774257987748 0.00047558375808876013
decision_type=2 2 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 6 7 -4 9 10 16 -12 14 -14 -8 -16 17 18 22 -20 -2 -19 -7
right_child=1 2 5 4 -6 8 12 -9 -10 -11 11 -13 13 -15 15 -17 -18 21 19 -21 -22 -23 -24
leaf_value=7.7898555422177616e-05 -0.0033071399758761114 -0.00046043695263884953 -0.0033926847485996124 0.0061483205653517486 0.00044491909336242738 0.0046927749056832812 0.001694229906951083 0.00058594166275714862 0.0026985037551387299 0.0038206158797463047 -0.0051072470947144157 -0.00026212853736932881 -0.0018372746149770949 0.0038716573448789393 -0.0028845652248574512 0.0020653504187491227 0.0023211471128342506 0.00010676536887259134 -0.0046704207064596735 0.00056121856512463149 -0.00062426912936584735 -0.0040249969102638334 0.00082031316155730012
leaf_weight=7654.334055185318 125.32871842384338 104.87680017948151 202.46090829372406 72.875902056694031 78.420831561088562 47.659779787063599 58.45686674118042 58.359276056289673 96.510610580444336 59.647917747497559 53.448686003684998 57.119429707527161 43.989036083221436 67.574949264526367 158.81343960762024 35.866823196411133 84.815244674682617 42.407622337341309 41.460548043251038 90.360174179077148 153.4636914730072 79.904654622077942 91.843997240066528
leaf_count=3793 78 47 118 27 39 16 28 24 27 23 38 27 27 25 105 17 32 16 31 44 101 46 51
internal_value=0 -0.000312889 -5.28494e-05 0.00169676 0.00319211 -0.000379839 -0.00120999 -0.00250246 0.00031701 -3.73151e-05 -0.000427994 -0.00260426 -0.000285669 0.00162066 -0.00112584 -0.00197262 7.49321e-05 -0.00040905 0.000575219 -0.00108425 -0.00183033 -0.00259245 0.00214329
internal_weight=0 1905.67 1626.87 256.174 151.297 1370.7 625.521 260.82 745.179 648.668 589.02 110.568 364.701 111.564 253.137 194.68 478.452 393.637 271.324 131.821 278.792 122.312 139.504
internal_count=4780 987 808 113 66 695 344 142 351 324 301 65 202 52 150 122 236 204 142 75 179 62 67
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=24
num_cat=0
split_feature=68 116 51 100 45 106 110 46 52 120 101 39 83 58 42 8 21 52 91 72 8 60 68
split_gain=0.0960557 0.446432 0.238663 0.165011 0.112344 0.287971 0.36435 0.33304 0.315555 0.262418 0.250369 0.210158 0.206537 0.202649 0.152731 0.337733 0.377259 0.388008 0.540293 0.370502 0.319561 0.383414 0.319184
threshold=0.099488973617553725 0.00017767510871635753 0.00066645268816500913 0.0028552538715302949 0.029773407615721229 0.020035739988088611 0.00057154725072905432 0.00017767510871635753 0.00096484774257987748 0.0011615398107096555 0.0014881226234138014 0.00017767510871635753 0.057509137317538268 0.004017772153019906 0.0079489401541650313 0.00747153488919139 0.0013986918493174019 0.0046923852059990176 0.0028552538715302949 0.0033348383149132137 0.000490355829242617 0.0054799309000372895 0.033603202551603324
decision_type=2 2 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 14 6 7 -6 -7 10 12 -9 -10 -8 22 16 -16 20 -19 -20 -18 -22 -1
right_child=1 2 3 -5 5 8 13 11 9 -11 -12 -13 -14 -15 15 -17 17 18 19 -21 21 -23 -24
leaf_value=5.267918112155058e-05 0.0032252071284781395 -0.0045295785631853215 -0.0030534661305193708 0.0008100916899411412 -0.00061514419533851129 -0.0038485382346659042 -0.0022289812408152064 0.0075068557276611637 -0.0039218970201280248 0.0037212661467512496 0.0017781235203440271 0.0031583267069279831 0.00072963437850600687 0.0012570445440980994 -0.0015911621730409159 -0.0017949489943451934 0.0038555875120544706 -0.0025812714855721975 0.0030475383222123534 -0.0023319143210321241 0.00017975127540969016 0.0040537983858101607 0.0039437734497861981
leaf_weight=6930.5344200134277 48.997216820716858 66.774260997772217 46.712705492973328 67.672539949417114 41.118980646133423 57.363406419754028 62.664359211921692 41.021389961242676 62.664359211921692 44.98490571975708 67.672539949417114 86.103886365890503 38.541697263717651 124.54799294471741 316.65097236633301 364.45713818073273 90.116197466850281 210.19275844097137 101.90915405750275 46.663910150527954 516.65215075016022 72.875902056694031 53.107118606567383
leaf_count=3511 17 46 31 29 17 37 39 13 39 14 29 31 19 46 170 192 34 112 33 29 241 27 24
internal_value=0 -0.00100909 -0.00215431 -0.00076771 2.4893e-05 0.000671472 0.00160772 0.00329635 -0.000555535 0.000327728 -0.000576223 0.00456153 -0.00215048 9.01901e-05 -2.16648e-05 -0.000443781 -8.03712e-05 0.000380327 -0.000949948 0.00135796 0.00108254 0.000658651 8.2269e-05
internal_weight=0 230.157 181.16 114.385 9329.84 626.684 355.457 168.244 271.227 213.864 168.879 127.125 101.206 187.212 8703.16 1719.52 1355.06 1038.41 358.766 148.573 679.644 589.528 6983.64
internal_count=4780 123 106 60 4657 284 146 61 138 101 87 44 58 85 4373 838 646 476 174 62 302 268 3535
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=24
num_cat=0
split_feature=127 35 3 107 29 146 148 91 91 94 98 62 94 149 109 51 122 72 32 98 102 136 133
split_gain=0.0963459 0.343444 0.441743 0.362452 0.142453 0.12248 0.226847 0.244266 0.372266 0.338349 0.350566 0.236538 0.298662 0.259557 0.217003 0.277053 0.210057 0.265561 0.205274 0.27688 0.272995 0.203507 0.242533
threshold=0.062805486842989935 0.0010585968848317864 0.00038414125447161501 0.0045489775948226461 0.0060143163427710542 0.013439828064292671 0.0060143163427710542 0.0014427106943912806 0.0031340263085439806 0.0037758676335215573 0.0062037324532866487 0.0023699469165876512 0.0037758676335215573 0.012636432424187662 0.011519505176693203 0.0038949446752667431 0.00017767510871635753 0.0072436286136507997 0.0058306583669036635 0.0062037324532866487 0.00042089859198313212 0.0026012937305495147 0.010829726699739696
decision_type=2 2 2 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 -1 14 -8 9 -9 -11 13 -13 16 18 -16 -10 -18 20 -20 -7 22 -22
right_child=1 3 -4 -5 -6 6 7 8 11 10 -12 12 -14 -15 15 -17 17 -19 19 -21 21 -23 -24
leaf_value=-0.00011065771810284506 0.0006981161096212907 -0.0012539623549809263 0.0067328637585074404 0.0018585090648824837 -0.0058796280845675444 0.00018722241301135384 -0.0014672229683436102 -0.00060475297815026788 -0.003066466244261224 0.0048151593841112578 -0.00021155479936205867 0.0029440302798337875 -0.0020619998065326407 0.002105504328504051 -0.0030870171862011336 0.0013441146473014047 0.0020665923270398647 -0.0030331615635264255 -0.0021371885225009409 0.0025217238886714897 0.001658395154940769 -0.00010346817995399393 0.0048923221434496013
leaf_weight=7660.3469753265381 92.839866876602173 34.626976847648621 45.033701062202454 60.887764096260071 32.049693465232849 133.9588475227356 252.99074351787567 87.929276823997498 156.23615622520447 111.32000863552094 50.383449196815491 87.490118741989136 45.180087089538574 47.659779787063599 65.144051909446716 76.937008500099182 58.359276056289673 45.375268459320068 77.376166582107544 54.249374270439148 100.81569373607635 46.371138095855713 136.43854022026062
leaf_count=3878 38 20 16 20 22 55 144 52 107 42 20 34 22 16 33 32 24 30 50 17 42 17 49
internal_value=0 0.00093927 0.00266925 -0.000930516 -0.0034774 -2.68241e-05 0.000366144 -0.000138254 0.000349064 0.00189154 0.00324894 -0.000525456 0.00123926 -0.00128651 0.00105415 -0.000687556 -0.00190836 -0.000164127 0.00150473 -0.000217021 0.00204743 0.00292603 0.00351814
internal_weight=0 265.438 137.874 127.564 66.6767 9294.56 1634.21 942.924 689.933 249.633 161.703 440.301 132.67 307.63 691.291 142.081 259.971 103.735 549.21 131.626 417.584 283.625 237.254
internal_count=4780 116 54 62 42 4664 786 491 347 114 62 233 56 177 295 65 161 54 230 67 163 108 91
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=24
num_cat=0
split_feature=46 1 109 82 63 5 81 47 46 117 8 115 91 70 0 83 51 14 67 128 107 109 136
split_gain=0.0937341 0.261381 0.325853 0.447821 0.393461 0.476317 0.388987 0.24597 0.278375 0.251028 0.244529 0.313047 0.388023 0.284999 0.475981 0.374173 0.573943 0.367867 0.360993 0.341722 0.363805 0.473434 0.316998
threshold=0.0081988852471113222 0.0010585968848317864 0.00066645268816500913 0.0026012937305495147 0.00085274505545385193 0.0037758676335215573 0.0048403022810816774 0.0056525857653468856 0.01884530205279589 0.0084566329605877417 0.010829726699739696 0.00017767510871635753 0.00017767510871635753 0.0026012937305495147 0.0066005610860884198 0.014740333426743748 0.0018488886416889729 0.0010585968848317864 0.00040826165059115743 0.0019071503775194289 0.0021592099219560628 0.0021592099219560628 0.00040826165059115743
decision_type=2 2 2 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 -4 8 -5 -9 11 12 -3 14 18 16 -16 -17 19 20 21 -13 -22
right_child=1 10 3 7 5 -7 -8 9 -10 -11 -12 13 -14 -15 15 17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00010817932985313154 0.0023088204899444301 -0.0054649617331355175 -0.0051312221987167604 -0.00065098260700758703 -0.00184375307075056 0.003653000356468674 -6.2442679332299828e-05 -0.0043969856900739407 0.003290544658595131 0.00031120638928315477 -0.0010582851554682316 0.0031002420536983696 -0.0003842075699834681 -0.00052391051557729195 0.0084888471575713005 0.0035723506638447723 0.0023828420472501808 -0.0026327134139169108 -0.0012963106431869761 -0.0012548634110642325 0.0044559591947093569 -0.0019637942985619985 0.00099678241499367016
leaf_weight=6470.7000571489334 70.396209359169006 46.615114808082581 150.83761274814606 83.526602983474731 262.59677946567535 46.371138095855713 50.529835224151611 45.277677774429321 96.608201265335083 75.550776124000549 397.84426867961884 75.599571466445923 193.85074198246002 432.66642689704895 50.334653854370117 42.407622337341309 163.48005294799805 54.68853235244751 236.04322016239166 129.19464349746704 143.07693004608154 118.49514722824097 123.3081465959549
leaf_count=3177 33 27 101 33 161 17 26 26 31 29 215 31 88 243 18 16 81 35 149 75 52 67 49
internal_value=0 -0.000226587 -0.000954331 -0.00123747 -0.00213959 -0.00101878 -0.0038593 0.000292214 0.0014629 -0.00145308 6.4066e-05 0.000310795 -0.00136913 0.000568213 0.000983938 0.00265139 0.00382027 7.74044e-05 0.000356086 0.00101753 0.00165509 8.63947e-06 0.00285473
internal_weight=0 3089.3 881.695 811.299 510.335 308.968 201.367 300.963 180.135 120.828 2207.61 1809.76 240.466 1569.29 1136.63 310.911 213.815 97.0962 825.718 589.674 460.48 194.095 266.385
internal_count=4780 1603 457 424 305 178 127 119 64 55 1146 931 115 816 573 150 99 51 423 274 199 98 101
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=24
num_cat=0
split_feature=38 4 38 46 79 116 135 150 58 62 101 78 29 145 146 87 21 67 18 98 46 4 148
split_gain=0.09158 0.21968 0.132239 0.348195 0.14461 0.243892 0.342871 0.203703 0.170639 0.20526 0.195451 0.121437 0.246624 0.191365 0.140268 0.218441 0.288494 0.328768 0.417089 0.303893 0.272949 0.219143 0.206467
threshold=0.021635212935507301 0.0023699469165876512 0.012252715881913902 0.0045489775948226461 0.020035739988088611 0.0012357163941487672 0.00075379351619631063 0.00055427959887310873 0.0053125319536775359 0.0018488886416889729 0.00040826165059115743 0.12087306752800943 0.0068083447404205808 0.0026833302108570938 0.013439828064292671 0.011519505176693203 0.00066645268816500913 0.00017767510871635753 0.0015833032084628942 0.0084566329605877417 0.0070226341485977182 0.0026012937305495147 0.0060143163427710542
decision_type=2 2 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 11 6 7 -6 9 -7 -10 14 13 -13 15 -1 19 20 21 -17 -18 -19 -16
right_child=1 -3 3 -5 5 8 -8 -9 10 -11 -12 12 -14 -15 22 16 17 18 -20 -21 -22 -23 -24
leaf_value=4.5110591453527031e-05 -0.0045147497892430366 0.00051449049744450566 0.0037329898085263847 -0.0022787426326406025 0.00020284784358600585 -0.0013990477088569461 -0.0037743416663586988 0.0044845523279581564 -0.0010246956379294744 0.0031453682660237655 -0.0057379556566900768 -0.0014721876871928623 -0.0054864337764280249 0.0033692732777127819 0.0012263345602846264 -0.0016454222887828725 -0.0015029868837657242 -0.0020787277797503609 0.0022587238862603674 -0.007605626036682538 0.0028747411853500969 -0.0067201105489062898 1.4441273452621724e-06
leaf_weight=6890.5488252639771 37.399441599845886 51.769681572914124 72.924697399139404 35.96441388130188 59.9406898021698 231.03503942489624 30.761051774024963 51.769681572914124 42.602803707122803 27.842200994491577 45.472859144210815 88.222048878669739 29.374819397926331 26.553559303283691 598.15818190574646 70.688981413841248 55.879583358764648 94.665257334709167 45.082496404647827 30.663461089134216 98.140819668769836 34.773362874984741 809.76600527763367
leaf_count=3379 26 23 29 21 35 159 23 23 24 11 34 64 20 12 245 45 30 59 18 19 40 26 415
internal_value=0 -0.00159488 1.5016e-05 0.00174741 -5.13348e-06 -0.000841828 0.00089997 0.00218711 -0.00155707 -0.000910297 -0.00345812 4.10201e-05 -0.00139837 -0.000352106 6.4792e-05 -2.31111e-05 -0.0011166 -0.000397186 -0.00188307 -0.00344864 0.00128647 -0.00332562 0.00052184
internal_weight=0 89.1691 9470.83 108.889 9361.94 489.424 142.471 111.71 346.953 258.877 88.0757 8872.52 144.15 114.776 8728.37 7320.44 429.894 328.542 174.521 101.352 154.02 129.439 1407.92
internal_count=4780 49 4731 50 4681 309 81 58 228 170 58 4372 96 76 4276 3616 237 173 103 64 70 85 660
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=24
num_cat=0
split_feature=129 47 47 125 83 5 27 99 32 70 102 82 98 25 99 71 83 40 40 121 26 69 25
split_gain=0.0898203 0.341375 0.347371 0.290583 0.256522 0.292269 0.254594 0.433468 0.364326 0.30799 0.459346 0.322976 0.313637 0.448163 0.473993 0.347383 0.28584 0.274355 0.326201 0.543004 0.419998 0.343691 0.363868
threshold=0.000490355829242617 0.040252277627587325 0.024066280573606495 0.0026833302108570938 0.036783467978239066 0.00043393640953581786 0.0015833032084628942 0.023343417793512348 0.0017376682371832433 0.017188700847327713 0.0028552538715302949 0.015675474889576439 0.00080172589514404546 0.00052132029668428015 0.00099512818269431613 0.0058306583669036635 0.0072436286136507997 0.0056525857653468856 0.0031340263085439806 0.0021592099219560628 0.0012357163941487672 0.0054799309000372895 0.0045489775948226461
decision_type=2 2 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 17 9 -9 11 -11 12 13 14 15 -8 -15 18 21 -20 -21 22 -1
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 -12 -13 -14 16 -16 -17 -18 -19 19 20 -22 -23 -24
leaf_value=-0.00033114827718622387 0.00012796064291028969 -0.0018224924988152803 0.0010056448909811951 -0.0012806455726944424 0.00024728931863781799 0.0055389609378769175 -0.0035829091374515159 0.0031485050819336116 -0.00054183813420538172 0.003481020976636961 -0.0024929107730365368 0.001134868240031251 -0.0021892975751093952 0.00017513842285186087 0.0068635097548220628 0.0031886323352801576 -0.0031513849307792208 0.0012028124922899572 0.00037646276223460756 -0.006860275040397339 -0.00057833934185919989 0.0022722121471455341 0.0016699901365185385
leaf_weight=1848.0208224058151 4467.0663249492645 210.53432583808899 55.830788016319275 55.928378701210022 70.347414016723633 97.896842956542969 36.110799908638 124.35281157493591 144.70713913440704 84.766449332237244 51.867272257804871 123.01537454128265 704.79161441326141 125.08474171161652 37.106669545173645 39.830338954925537 133.49972665309906 484.26088988780975 127.46684372425079 67.916516661643982 43.745059370994568 166.85802459716797 258.99479389190674
leaf_count=777 2480 126 28 32 31 30 27 38 65 30 27 37 364 68 14 18 90 205 58 39 17 58 121
internal_value=0 0.000147667 0.000235045 0.00194342 0.00274814 0.00389255 -0.000159064 -0.000667234 0.00116375 -0.00103596 0.00121327 -0.00129218 -0.00156955 -0.0003942 0.00223184 -3.13059e-05 -0.00154225 0.000113077 -9.69169e-05 -0.00185356 -0.00439923 8.78178e-05 -8.51679e-05
internal_weight=0 4957.6 4747.07 280.003 224.075 153.728 4602.4 1605.13 269.06 1336.07 136.634 1199.44 1076.42 371.632 113.048 75.9411 258.584 2997.26 2513 239.128 111.662 2273.87 2107.02
internal_count=4780 2727 2601 121 89 58 2053 778 103 675 57 618 581 217 59 45 158 1275 1070 114 56 956 898
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=24
num_cat=0
split_feature=36 1 1 82 51 141 58 143 85 44 29 118 137 67 42 110 47 95 131 95 60 20 99
split_gain=0.0892207 0.171965 0.117097 0.368869 0.35467 0.360505 0.288953 0.264505 0.354447 0.378354 0.256855 0.293606 0.256068 0.248408 0.208677 0.274881 0.232873 0.202057 0.18314 0.170415 0.309904 0.392708 0.277012
threshold=0.013439828064292671 0.0063990866765379914 0.0063990866765379914 0.0087224207818508166 0.0005375427135732026 0.007706565549597145 0.021960759535431865 0.0070226341485977182 0.00093549740267917525 0.00044738779251929378 0.021960759535431865 0.00064626874518580746 0.0020292587578296666 0.00080172589514404546 0.0045489775948226461 0.0016846025246195497 0.0014427106943912806 0.020658296532928947 0.00040826165059115743 0.034632634371519096 0.00055427959887310873 0.0016846025246195497 0.034632634371519096
decision_type=2 2 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 5 18 -5 8 9 -6 17 -12 14 -10 16 -16 -11 -9 -4 22 21 -21 -1
right_child=1 -3 3 6 7 -7 -8 10 13 12 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=7.2546690515369635e-05 -0.0014191132666959423 0.0015133930332957709 -0.0062074510893831139 -0.0054949364054590506 -0.0015812251105716381 0.0011775188816982637 -0.00042914372223339548 -0.0015833080422054655 -0.0032766082888924055 0.0016485596046936675 0.0036570098404320171 -0.0010688608572644628 -0.0009955080490496556 0.00028715612738223058 -0.0016807738675735956 0.0033065328818848252 0.005063317941384207 0.0022112750412381635 -0.0019571854427322542 -0.0012416169218821974 -0.0027650283235579973 0.0035762424852576269 0.0012684590259239431
leaf_weight=6879.4390034675598 249.515181183815 62.517973184585571 52.062453627586365 60.08707582950592 77.229780554771423 46.517524123191833 52.960732579231262 401.15348219871521 70.688981413841248 82.237961292266846 64.997665882110596 66.481488943099976 51.867272257804871 158.61825823783875 50.578630566596985 60.887764096260071 127.07648098468781 38.444106578826904 49.387579560279846 131.62554085254669 142.42262780666351 62.322791814804077 520.87960600852966
leaf_count=3408 163 33 35 41 44 23 18 243 45 34 27 34 27 97 28 20 42 15 33 67 79 25 199
internal_value=0 -0.000831566 2.80576e-05 -0.000374497 -0.000152383 -0.00246717 -0.00312171 0.000121569 0.000788438 0.00160392 -0.000671541 0.00126741 0.00226403 -0.000811452 0.00279106 0.00104351 0.00372169 -0.00125146 -0.00413835 0.000106692 -0.000993991 0.00030654 0.000156722
internal_weight=0 312.033 9247.97 1511.28 1398.23 147.968 113.048 1250.26 679.185 449.878 571.077 131.479 372.648 229.307 320.781 111.466 209.314 439.598 101.45 7736.69 336.371 193.948 7400.32
internal_count=4780 196 4584 806 747 91 59 656 337 195 319 61 151 142 124 48 76 258 68 3778 171 92 3607
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=24
num_cat=0
split_feature=135 23 140 11 142 99 8 60 146 52 43 109 23 88 3 133 19 29 27 110 40 136 102
split_gain=0.0895257 0.310254 0.200392 0.276815 0.39752 0.247308 0.374126 0.254032 0.51318 0.40023 0.304807 0.303566 0.292231 0.295172 0.431858 0.267013 0.319057 0.303598 0.276872 0.284447 0.262906 0.241732 0.211156
threshold=0.0027679565828293566 0.059226244688034065 0.0012357163941487672 0.00085274505545385193 0.0014427106943912806 0.013439828064292671 0.0066005610860884198 0.00017767510871635753 0.010180860292166473 0.00062670491752214741 0.0014881226234138014 0.0034400182776153092 0.013860232196748258 0.00064626874518580746 0.00096484774257987748 0.0062037324532866487 0.0046923852059990176 0.0041444667149335155 0.00077738583786413084 0.0014881226234138014 0.00060774214216507982 0.00082683752407319855 0.0041444667149335155
decision_type=2 2 2 2 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 11 -9 -10 -4 15 -14 -15 16 17 -11 -17 -20 -13 -8 -21
right_child=1 -3 5 4 -6 6 21 9 10 12 -12 20 13 14 -16 18 -18 -19 19 22 -22 -23 -24
leaf_value=8.3896917692675754e-05 0.0029460172795565242 0.0023963756203473231 -6.9378926888175952e-05 -0.0033971335939449992 0.0019843766792046009 0.0032105607958543476 0.00069567595194848161 -0.0052161099658102035 -0.0020678509033479077 0.00035737300121016838 0.0020318784549043555 -0.0060926751087550749 0.0019287800182826134 -0.0041327253626525671 0.0015674794881868231 0.0020622659586817097 0.001087066423808826 -0.0045473765917540812 -0.0046813717695983774 -0.0022747665366476774 -0.0026277596278893819 -0.0040065034811041199 0.0014780494582182417
leaf_weight=7350.1680439710617 100.76689839363098 103.29538643360138 70.298618674278259 63.757819533348083 74.310929775238037 101.90915405750275 80.94931960105896 41.314162015914917 77.18098521232605 66.432693600654602 109.88498091697693 82.628324031829834 249.24237191677094 60.038280487060547 74.408520460128784 39.781543612480164 261.2305098772049 60.08707582950592 92.039178609848022 146.38614356517792 162.24020659923553 41.265366673469543 50.383449196815491
leaf_count=3758 40 36 29 30 32 33 35 25 42 32 37 50 98 39 36 16 105 41 59 80 84 23 20
internal_value=0 -0.000279051 -0.000410243 0.000953493 -0.000500714 -0.000584633 0.000973436 -0.000797096 -0.00173417 -0.000384748 0.000340383 -0.00296552 -0.000203296 0.000910231 -0.000977992 -0.000799727 8.8917e-05 -0.001972 -0.00184836 -0.00238703 -0.00379696 -0.000891999 -0.00131385
internal_weight=0 2209.83 2106.54 238.836 138.069 1867.7 224.124 1643.58 502.233 1141.34 187.066 315.167 1100.03 383.689 134.447 716.341 387.75 126.52 328.59 288.809 244.869 122.215 196.77
internal_count=4780 1022 986 102 62 884 91 793 242 551 79 163 526 173 75 353 178 73 175 159 134 58 100
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=24
num_cat=0
split_feature=19 91 150 104 47 108 61 112 123 112 25 54 143 60 149 72 85 19 14 95 51 57 10
split_gain=0.0943362 0.193023 0.251068 0.174183 0.106822 0.284748 0.255059 0.306225 0.324785 0.281141 0.180747 0.432704 0.41442 0.294473 0.287571 0.321635 0.285169 0.532767 0.188649 0.205133 0.18685 0.180156 0.319666
threshold=0.086341444402933135 0.00066645268816500913 0.00082683752407319855 0.0049928687512874612 0.00096484774257987748 0.044033329933881767 0.0072436286136507997 0.0016846025246195497 0.00075379351619631063 0.00093549740267917525 0.00017767510871635753 0.00073092587990686308 0.00017767510871635753 0.002945306478068233 0.0021592099219560628 0.0010263677686452868 0.0012357163941487672 0.0026012937305495147 0.00070876078098081063 0.0049928687512874612 0.0038949446752667431 0.0065013766288757333 0.00050559637020342063
decision_type=2 2 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 9 -9 10 11 12 -1 18 15 -14 17 -15 20 -20 -12 22 -6
right_child=1 2 3 -5 21 -7 -8 8 -10 -11 13 -13 14 16 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.0014298206340968528 -0.0040397475198136155 0.0025380153020878905 -0.003171428248817497 0.0005924605439494952 -0.0015887842834497953 0.0045211273883631348 0.0032945411309520077 -0.0048744779903300917 0.0013118367291029569 0.0033105505180456279 -0.003740532548750777 -0.0027487772036431284 0.00714638845109617 0.0062068285849533507 0.00063343837623360715 0.0020357581032262083 -0.00038581086813832479 -0.00012583996734803681 6.2775106799785888e-05 -0.0032263126089297845 0.00039011254868797371 -0.0030161849086879646 3.6850483138512488e-05
leaf_weight=63.70902419090271 42.70039439201355 54.346964955329895 70.5913907289505 54.444555640220642 315.02076327800751 41.167775988578796 67.672539949417114 58.652048110961914 33.240744471549988 75.550776124000549 94.811643362045288 57.119429707527161 63.513842821121216 60.887764096260071 68.766000270843506 59.745508432388306 157.47600257396698 73.071083426475525 351.86349332332611 54.786123037338257 38.492901921272278 50.773811936378479 7551.5953803062439
leaf_count=28 28 21 41 25 157 19 29 36 17 29 65 27 20 20 20 27 104 35 214 39 17 36 3726
internal_value=0 -0.00101847 -0.000299281 -0.00153251 2.42222e-05 0.000423468 0.000301171 0.000146737 -0.00263668 0.000356425 0.000161373 0.00118579 0.0020646 -0.000224119 0.00322395 0.0046692 0.00105673 0.00275252 -0.000915445 -0.000380349 -0.00254777 -4.741e-05 -2.82485e-05
internal_weight=0 222.083 179.383 125.036 9337.92 1420.53 1379.36 1311.69 91.8928 1219.79 1144.24 312.854 255.734 831.389 192.025 123.259 291.435 133.959 539.954 406.65 133.305 7917.39 7866.62
internal_count=4780 115 87 66 4665 746 727 698 53 645 616 122 95 494 67 47 159 55 335 253 82 3919 3883
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=24
num_cat=0
split_feature=33 7 28 78 18 61 7 9 42 59 4 29 140 110 50 126 26 26 88 70 15 129 93
split_gain=0.0893973 0.245334 0.375081 0.373081 0.291372 0.360224 0.246252 0.227928 0.328648 0.31363 0.305824 0.288853 0.283653 0.281874 0.309701 0.226173 0.208507 0.198816 0.197251 0.194203 0.193782 0.186923 0.347247
threshold=0.011519505176693203 0.0012357163941487672 0.0005893622583243997 0.0058306583669036635 0.0031340263085439806 0.0014881226234138014 0.0033348383149132137 0.0012357163941487672 0.00060774214216507982 0.0030382014811038975 0.00096484774257987748 0.0032328735105693345 0.0079489401541650313 0.00057154725072905432 0.021960759535431865 0.00090704852482303988 0.020658296532928947 0.0019071503775194289 0.00047558375808876013 0.0005375427135732026 0.007706565549597145 0.000490355829242617 0.00057154725072905432
decision_type=2 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 7 15 17 5 -5 -7 9 10 11 -9 -2 -13 18 -15 -3 21 -4 -10 -11 -21 22 -1
right_child=1 2 3 4 -6 6 -8 8 13 19 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00024069054801097362 0.0020850536295444785 -0.0054964836584564247 -0.002797191108539575 0.0052426203873958402 -0.0015860495329241043 0.0031836073768155993 -0.0013507984914498475 0.00076404308231020103 -4.1032321592343626e-05 0.0048237986278711724 -0.005838068927716788 0.00042749109687460367 -0.0035999354129461476 -0.0033359562827411007 0.0010965565942212909 -0.00079825806132906264 -0.003735644709136498 0.0012375335651586168 0.0040928367355718611 3.9862897597974198e-05 0.0027367843944986568 0.00017766637767165051 -0.00073121390616402455
leaf_weight=1630.4666137695312 120.48688650131226 53.448686003684998 118.59273791313171 67.574949264526367 64.001796245574951 54.346964955329895 66.67667031288147 29.130842685699463 48.997216820716858 64.851279854774475 44.086626768112183 119.149449467659 69.058772325515747 69.302749037742615 91.356043815612793 49.192398190498352 38.541697263717651 41.118980646133423 70.201027989387512 102.00674474239349 191.92776083946228 4249.2393070459366 2106.2437605857849
leaf_count=740 41 38 71 25 40 21 42 10 17 21 31 40 32 42 31 25 19 17 25 37 63 2378 974
internal_value=0 0.000349531 -0.000540197 0.000133084 0.00132903 0.00231827 0.000685425 0.000798471 -0.000228922 0.00134193 -0.0032113 0.000173472 -0.00105028 0.000551342 -0.000815479 -0.00324478 -6.68837e-05 -0.00175842 0.00239358 0.00234725 0.00180085 -4.91776e-05 -0.000307136
internal_weight=0 1535.51 514.953 412.312 252.6 188.599 121.024 1020.56 353.075 667.481 73.2175 308.695 188.208 279.857 160.659 102.641 8024.49 159.712 119.198 358.786 293.935 7985.95 3736.71
internal_count=4780 669 279 216 128 88 63 390 156 234 41 113 72 115 73 63 4111 88 42 121 100 4092 1714
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=24
num_cat=0
split_feature=46 63 59 19 78 71 93 115 34 42 122 56 70 60 54 25 9 86 77 117 115 116 99
split_gain=0.0889715 0.250131 0.434061 0.288181 0.347107 0.378384 0.325748 0.313966 0.374789 0.503064 0.45577 0.419315 0.410584 0.373238 0.374793 0.350046 0.451293 0.68923 0.277697 0.2771 0.309291 0.260112 0.423398
threshold=0.0081988852471113222 0.00085274505545385193 0.00099512818269431613 0.0072436286136507997 0.00068727668258361529 0.15819545835256579 0.016668972559273246 0.015675474889576439 0.0010263677686452868 0.0035485138650983576 0.0005375427135732026 0.00080172589514404546 0.0012357163941487672 0.00062670491752214741 0.0020292587578296666 0.0038949446752667431 0.0010263677686452868 0.00087947337306104611 0.0023699469165876512 0.019431582652032379 0.00085274505545385193 0.0063990866765379914 0.0011615398107096555
decision_type=2 2 2 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 -6 7 8 -3 10 11 13 -13 14 -10 16 17 -11 -12 20 -2 22 -4
right_child=1 3 21 4 5 -7 -8 -9 9 15 18 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0001053952535006399 0.0036091721326769002 -0.002476018480953285 -0.0039551095981759125 -0.003841664754853447 -0.00062166252046588072 0.0033191137245625005 -0.0021378199127498137 -0.0011738714850760704 -0.00019706582489835862 -0.00061218191232307532 -0.0032112596396088296 -0.0035994066881960053 0.0035667375734286539 0.0053354374917204276 0.0055072875273680039 -0.0023283648837528798 -0.0027219327042260679 0.0051678848250423541 0.001603089154557285 -0.0026738107798207683 -6.2960284788529409e-05 0.00094944137727676265 -0.0010315523155345165
leaf_weight=6470.7000571489334 95.368354916572571 66.530284285545349 189.52569603919983 75.892343521118164 770.76518714427948 66.139921545982361 102.49469816684723 170.99675893783569 79.855859279632568 108.93790662288666 48.001347184181213 40.123111009597778 39.830338954925537 202.48087108135223 45.033701062202454 111.85675740242004 62.566768527030945 97.945638298988342 79.660677909851074 50.529835224151611 143.80886018276215 83.624193668365479 357.33079493045807
leaf_count=3177 34 36 126 43 431 20 57 120 44 52 30 30 18 65 16 64 35 32 36 26 82 37 169
internal_value=0 -0.000220756 -0.000911515 7.22801e-05 -0.000603839 -0.000310226 0.000563526 0.000803489 0.00114752 0.00141062 0.0023997 0.00321672 -2.9455e-05 0.00400953 0.00185986 2.29109e-05 0.000998995 0.0021243 -0.000207122 0.000690488 0.00140125 -0.00164764 -0.00204478
internal_weight=0 3089.3 920.188 2169.11 912.797 836.905 1256.31 1153.82 982.823 916.293 534.986 407.324 79.9534 327.37 124.89 381.307 269.45 206.884 127.662 289.707 239.177 630.481 546.856
internal_count=4780 1603 474 1129 494 451 635 578 458 422 239 173 48 125 60 183 119 84 66 142 116 332 295
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=24
num_cat=0
split_feature=127 92 58 39 101 51 39 140 73 119 90 148 4 14 124 9 117 61 133 3 102 75 114
split_gain=0.0844341 0.454521 0.27148 0.304617 0.257799 0.121444 0.295518 0.269907 0.36105 0.287111 0.565442 0.300197 0.33378 0.287262 0.486376 0.450915 0.363259 0.356293 0.40988 0.388105 0.332741 0.479033 0.319486
threshold=0.062805486842989935 0.00017767510871635753 0.017188700847327713 0.0016846025246195497 0.00064626874518580746 0.0011261500185355546 0.010829726699739696 0.076978169381618514 0.00050559637020342063 0.00062670491752214741 0.00046126570669002836 0.08153740689158441 0.0049928687512874612 0.00017767510871635753 0.0005893622583243997 0.0020932231564074759 0.00747153488919139 0.0030382014811038975 0.0012745757703669371 0.0013986918493174019 0.00052132029668428015 0.00064626874518580746 0.0092791137285530585
decision_type=2 2 2 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 9 -9 11 -11 12 13 17 15 16 -15 19 -19 -1 22 -22 -16
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 20 -17 -18 18 -20 -21 21 -23 -24
leaf_value=0.00072041612300961008 0.0053792344564976627 -0.00066249527322038157 0.002768256333585802 0.0011679578050875794 -0.0062201500063854354 0.00011052317052955184 -0.0024482541634944918 -0.00011201349994467409 0.0036967143024748093 -0.0070663297183473431 -0.00089210819649328244 0.0039126130157765794 -0.0029026504943016314 -0.0035380664142962096 0.002489829846890626 0.0028421947286709623 -0.00039498849568937668 0.00082589601113847427 -0.0040868258813620802 0.0052990019770915329 -0.0041368714931972082 -1.0847658305174934e-05 -0.0021980549353578381
leaf_weight=795.28930485248566 46.322342753410339 45.228882431983948 60.790173411369324 74.359725117683411 38.736878633499146 5945.9057307243347 148.26032936573029 159.4189465045929 102.05554008483887 42.70039439201355 281.82881414890289 45.180087089538574 109.27947402000427 260.91777503490448 205.88767528533936 45.082496404647827 141.93467438220978 88.876351118087769 81.290886998176575 49.143602848052979 78.616012930870056 668.75844240188599 44.135422110557556
leaf_count=306 15 24 16 34 27 2979 103 76 39 28 142 22 66 146 97 18 59 37 49 23 47 394 33
internal_value=0 0.000879292 -7.20228e-05 -0.00116257 -0.00322647 -2.51112e-05 -0.000265945 -0.000164848 0.00137456 -0.000301809 -0.00170449 -0.000127691 -0.000198741 -7.86229e-05 -0.000531324 -0.00189999 -0.00243068 0.000566265 -0.00152097 0.000986877 8.33513e-05 -0.000444862 0.0016623
internal_weight=0 265.438 219.116 158.325 83.9658 9294.56 3348.66 3200.4 261.474 2938.92 324.529 2614.39 2569.21 2459.93 1445.33 447.935 402.852 1014.6 170.167 844.433 997.398 747.374 250.023
internal_count=4780 116 101 85 51 4664 1685 1582 115 1467 170 1297 1275 1209 794 223 205 415 86 329 571 441 130
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=24
num_cat=0
split_feature=125 32 60 98 97 107 61 71 8 44 72 125 114 145 141 8 109 125 144 62 116 143 70
split_gain=0.085277 0.266101 0.263626 0.284743 0.209633 0.307222 0.238695 0.161289 0.144362 0.350894 0.25944 0.128193 0.289788 0.230554 0.170053 0.285857 0.281183 0.323523 0.26584 0.332834 0.262271 0.252378 0.296541
threshold=0.027182282879948619 0.00055427959887310873 0.025578102096915249 0.0072436286136507997 0.00043393640953581786 0.00244467705488205 0.0010263677686452868 0.017724351026117805 0.033603202551603324 0.0020932231564074759 0.0042751494329422721 0.020035739988088611 0.00068727668258361529 0.0014427106943912806 0.0005893622583243997 0.0095705352723598498 0.011519505176693203 0.0079489401541650313 0.00044738779251929378 0.0011980500421486797 0.0019672545604407792 0.00017767510871635753 0.00082683752407319855
decision_type=2 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 7 6 -6 -3 11 -10 -11 14 -13 -14 15 16 17 21 19 20 -18 -1 -23
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 -12 12 13 -15 -16 -17 18 -19 -20 -21 -22 22 -24
leaf_value=-0.00082741594397727934 0.0032127130215496751 -0.001106086900150789 0.0040239788634190586 0.0022462680490085447 -0.00030205415042982117 -0.0032015135585846581 0.00421167609820611 -0.0048272501900630399 -0.0020425744834775016 0.0048956214753774693 0.00046945868598923619 -0.0041826580929768351 0.0018515155625574134 -0.0023548621507765619 -0.00015287444640667679 0.0027230901712798758 -0.0072791194509719452 -0.0026280836399276194 0.00055721221333866039 0.00097765064677649916 -0.0020981831786815687 0.0017465363367303026 4.8306209680514293e-05
leaf_weight=223.17676603794098 82.237961292266846 227.82341659069061 41.021389961242676 100.62051236629486 57.412201762199402 37.44823694229126 59.794303774833679 33.387130498886108 54.493350982666016 67.47735857963562 64.997665882110596 61.326922178268433 73.119878768920898 58.749638795852661 6814.7629421949387 123.25935125350952 42.651599049568176 77.473757266998291 107.69806027412415 42.358826994895935 57.168225049972534 604.04467880725861 447.49578773975372
leaf_count=106 34 135 13 34 39 28 29 23 27 21 27 38 37 40 3448 47 26 54 55 14 29 271 205
internal_value=0 0.000557625 0.000165973 -0.000140446 -0.000717922 0.000741016 0.00200068 -0.00158171 -3.99919e-05 0.00133472 0.00272396 -6.94227e-05 -0.00134306 -2.24821e-05 -4.06101e-05 0.000402816 0.000224299 0.000509052 -0.00131662 -0.00273602 -0.00431192 0.000699718 0.00102383
internal_weight=0 639.745 557.507 516.486 415.865 154.655 117.207 261.211 8920.25 186.968 132.475 8733.29 193.196 131.87 8540.09 1725.33 1602.07 1352.19 249.877 142.179 99.8198 1274.72 1051.54
internal_count=4780 335 301 288 254 96 68 158 4445 75 48 4370 115 77 4255 807 760 636 124 69 55 582 476
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=24
num_cat=0
split_feature=34 27 40 109 127 1 77 67 50 95 109 11 40 95 25 114 148 67 33 67 70 98 23
split_gain=0.0849294 0.264397 0.492353 0.504626 0.518611 0.381125 0.327233 0.425833 0.324088 0.281282 0.308137 0.411351 0.427622 0.329023 0.302077 0.31038 0.239749 0.218086 0.401618 0.284377 0.288303 0.333677 0.24066
threshold=0.0012745757703669371 0.0020292587578296666 0.028884131461381916 0.0058306583669036635 0.0012745757703669371 0.0032328735105693345 0.016164712607860569 0.00096484774257987748 0.018276390619575981 0.0036604277556762104 0.004017772153019906 0.0019071503775194289 0.00047558375808876013 0.00017767510871635753 0.0012745757703669371 0.0066005610860884198 0.00017767510871635753 0.0016331639490090313 0.0013146653072908523 0.00066645268816500913 0.00046126570669002836 0.0072436286136507997 0.00899649551138282
decision_type=2 2 2 2 2 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 9 -8 16 10 11 12 -1 -13 -14 -16 -5 18 19 20 21 22 -3
right_child=-2 17 -4 5 -6 -7 7 -9 -10 -11 -12 13 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0016109032611175715 7.603687835877924e-05 0.00074502591316737187 0.0034045800326249413 0.00059008102427244051 0.0026922332646671758 0.00097115182962173759 0.005683200266050392 -0.00094194665428888906 -0.0066705111131982247 -0.0027133137595175632 0.0027306838834586598 -0.00053400451552757465 0.0032849543780122344 -0.0066560808214062243 -0.0043552916779577245 0.0020858774760840648 -0.0038518964047014933 0.00022911404995510005 -0.0041907639078854883 -0.0035892709979501725 -0.003303664834765253 0.0036991233783797081 -0.0039354647186495241
leaf_weight=187.45632886886597 7585.372873544693 94.372485280036926 104.73041415214539 51.818476915359497 189.545658826828 69.058772325515747 50.334653854370117 46.810296177864075 53.253504633903503 128.99946212768555 80.900524258613586 42.505213022232056 120.43809115886688 45.375268459320068 33.338335156440735 42.602803707122803 73.41265082359314 206.66840076446533 121.31640732288361 72.221599817276001 53.253504633903503 67.47735857963562 38.736878633499146
leaf_count=95 3765 47 41 25 73 32 18 35 30 67 33 20 39 30 21 24 49 129 75 54 30 21 27
internal_value=0 -0.00029209 0.000115082 -0.000168268 0.000346764 -0.0021829 -0.000224108 0.0024908 -0.00340326 -0.000611042 -0.0001203 -0.000609252 9.72439e-05 -0.00369501 0.00172778 -0.000741811 -0.00201388 -0.00111421 -0.00173476 -0.000820965 -3.33372e-05 0.000834898 -0.000617069
internal_weight=0 1974.63 1320.58 1215.85 968.307 247.543 778.761 97.145 178.485 681.616 552.617 471.716 383.836 87.8805 196.379 75.9411 125.231 654.047 447.378 326.062 253.84 200.587 133.109
internal_count=4780 1015 632 591 455 136 382 53 104 329 262 229 179 50 84 45 74 383 254 179 125 95 74
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=24
num_cat=0
split_feature=12 115 113 26 71 17 131 108 86 149 147 29 108 58 72 58 110 82 21 61 109 107 35
split_gain=0.0815694 0.269653 0.236588 0.305317 0.231467 0.255943 0.372202 0.382883 0.365594 0.311073 0.414654 0.29111 0.467689 0.713284 0.3261 0.273958 0.526247 0.484311 0.426378 0.344777 0.581419 0.319647 0.285527
threshold=0.0033348383149132137 0.00055427959887310873 0.019431582652032379 0.0038949446752667431 0.00017767510871635753 0.00077738583786413084 0.0023699469165876512 0.0016846025246195497 0.00060774214216507982 0.00085274505545385193 0.00017767510871635753 0.00057154725072905432 0.0011615398107096555 0.0062037324532866487 0.00244467705488205 0.001792412775103003 0.00050559637020342063 0.00047558375808876013 0.0022975050378590827 0.0019071503775194289 0.004017772153019906 0.010829726699739696 0.013439828064292671
decision_type=2 2 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 6 7 8 11 10 -7 -6 14 -14 -13 16 19 -18 -19 20 -9 -21 -17
right_child=1 2 -4 -5 5 9 -8 15 -10 -11 -12 12 13 -15 -16 22 17 18 -20 21 -22 -23 -24
leaf_value=-0.0018411934470558709 0.0036744529046545899 2.7679103221891487e-05 0.0038081116752961656 0.004178039329017242 -0.0034195762057613872 -0.0041337002709886357 -0.00085995239414311049 0.0016823145395989149 -0.0036276586655987538 -0.00014277170301054502 -0.00076418546272688775 0.00022190470735974829 -0.0061107202776961361 0.0012149788851473046 0.0032976770780935097 0.00063573662350495646 0.0021048726199139416 -0.0044552665135126996 0.0011846658707006384 -0.00095535385762572297 0.006969516149723339 0.0039990536373958911 -0.0018995587444276677
leaf_weight=184.12715256214142 55.684401988983154 2592.0439153909683 43.696264028549194 45.082496404647827 61.131740808486938 114.77560818195343 647.57459402084351 106.16544187068939 82.774710059165955 2344.3474781513214 446.4799553155899 417.38903820514679 66.725465655326843 66.188716888427734 108.59633922576904 1539.5408582687378 143.5160881280899 78.616012930870056 58.408071398735046 81.193296313285828 101.90915405750275 54.346964955329895 119.68619823455811
leaf_count=120 22 1565 15 18 30 76 333 46 56 1046 271 155 44 22 38 619 70 47 26 45 33 21 62
internal_value=0 0.000230627 0.000159094 9.86308e-05 -9.2491e-05 -4.39949e-05 0.000229862 0.000458538 -0.000480701 -0.000395907 -0.00145324 -0.000118927 0.000187302 -0.00246266 0.000856937 0.000788761 0.00168172 7.49335e-05 -0.00205118 0.00299355 0.00427184 0.00103119 0.000452856
internal_weight=0 2736.51 2680.82 2637.13 6823.49 6639.37 3733.76 3086.19 802.806 2905.6 561.256 720.031 658.9 132.914 525.985 2283.38 624.155 280.54 137.024 343.615 208.075 135.54 1659.23
internal_count=4780 1620 1598 1583 3160 3040 1647 1314 345 1393 347 289 259 66 193 969 288 143 73 145 79 66 681
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=24
num_cat=0
split_feature=129 83 46 100 91 136 101 82 24 142 112 88 71 45 61 118 136 59 0 33 11 110 8
split_gain=0.0822714 0.269117 0.394137 0.440241 0.301165 0.466682 0.376223 0.523829 0.485403 0.275533 0.356747 0.376737 0.273182 0.264061 0.301124 0.347468 0.404317 0.34272 0.396873 0.426974 0.406758 0.318858 0.304727
threshold=0.000490355829242617 0.02636832278221846 0.0062037324532866487 0.0079489401541650313 0.0035485138650983576 0.00017767510871635753 0.00096484774257987748 0.0015833032084628942 0.0026012937305495147 0.00052132029668428015 0.00040826165059115743 0.00017767510871635753 0.0068083447404205808 0.041476719081401832 0.00075379351619631063 0.00042089859198313212 0.00090704852482303988 0.013032016810029747 0.019431582652032379 0.00042089859198313212 0.0016846025246195497 0.00066645268816500913 0.00747153488919139
decision_type=2 2 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 -4 6 -6 8 -8 9 -3 11 12 -11 14 22 16 -16 18 19 -17 -21 -19 -1
right_child=-2 2 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 15 17 -18 21 -20 20 -22 -23 -24
leaf_value=-0.00040180978392499885 0.00014132585208864111 0.00319140394040027 -0.0019947229391164812 0.0022429765445008873 0.0049779018586298398 0.00067095810331620296 0.0037202485943898405 -0.00057326226064533989 -0.0036161758854544564 -0.0010814912989616395 0.001443918638530872 0.0018260402123580985 -0.0060535249975054613 0.0015840209911453665 -0.0023886648887199158 0.0023504893382580916 0.00011141345804590338 -0.0074041939726914446 -0.0025069808028567097 -0.0020061719808151723 0.00079324076637851768 -0.00097900693330294007 0.0013104192131198485
leaf_weight=929.03300821781158 4957.6040744781494 70.201027989387512 267.36098349094391 79.514291882514954 104.58402812480927 157.7887374162674 162.89450883865356 125.98302066326141 96.002694368362427 55.879583358764648 152.5365799665451 46.46872878074646 54.639737010002136 159.17496979236603 582.08897471427917 210.94465136528015 223.92865896224976 30.761051774024963 134.54439163208008 212.72124648094177 332.72017955780029 51.867272257804871 360.75756192207336
leaf_count=406 2727 25 141 30 35 63 57 51 60 30 63 21 33 66 286 89 83 23 79 108 129 27 148
internal_value=0 -0.000152233 0.00043388 -0.00102331 0.000926066 0.00238774 0.000424496 0.0018478 -0.000439778 0.000363283 -0.000278143 -0.00195137 -0.00353962 -0.000401644 -0.000504619 -0.000926238 -0.00169409 -0.000290526 -4.8323e-06 0.000440245 -0.000298526 -0.00337099 7.71048e-05
internal_weight=0 4602.4 1373.85 346.875 1026.98 262.373 764.606 288.878 475.728 379.726 309.525 156.988 110.519 3228.54 3069.37 1779.58 806.018 973.559 890.93 756.386 545.441 82.6283 1289.79
internal_count=4780 2053 609 171 438 98 340 108 232 172 147 84 63 1444 1378 824 369 455 405 326 237 50 554
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=24
num_cat=0
split_feature=92 124 53 9 35 73 101 146 90 24 14 106 106 11 126 51 26 99 15 46 87 5 1
split_gain=0.0897592 0.24854 0.340135 0.442392 0.37554 0.438691 0.352454 0.32962 0.444094 0.698196 0.452381 0.421876 0.38964 0.378269 0.34008 0.33347 0.304352 0.2828 0.324883 0.307271 0.303344 0.48185 0.277874
threshold=0.002945306478068233 0.0018488886416889729 0.0011980500421486797 0.000490355829242617 0.0063990866765379914 0.010829726699739696 0.0049928687512874612 0.0046923852059990176 0.00017767510871635753 0.002945306478068233 0.00070876078098081063 0.00064626874518580746 0.0022272822679951791 0.0030382014811038975 0.00057154725072905432 0.0068083447404205808 0.0038949446752667431 0.00085274505545385193 0.007706565549597145 0.0028552538715302949 0.00017767510871635753 0.0084566329605877417 0.0063990866765379914
decision_type=2 2 2 2 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 -5 11 9 10 -9 -4 -11 -14 -10 -12 22 -13 20 -20 -19 -22 -3
right_child=1 16 4 6 -6 -7 -8 8 14 12 15 17 13 -15 -16 -17 -18 18 19 -21 21 -23 -24
leaf_value=-0.0001331273870648541 0.0023383823591386515 0.00083731596000429529 -0.0050308261078330632 -0.0023667117335011609 -0.0023775517241321591 0.0036564077039327571 0.0022778430205006367 0.004143586954486504 -0.0062227992970250202 -0.003923455131504037 -0.003264894910094877 -0.0020892653664324442 0.0026704055585470947 -0.0013188116666347323 -0.0004520670065977015 0.0022873456942115477 0.0047934548146685262 0.00042509597996204658 -0.0026706067858391263 0.0016461964441902444 -0.0073979062631347754 7.5839699931150396e-05 -0.00067453720369136782
leaf_weight=5447.1481776237488 270.44618308544159 1404.8678201436996 62.664359211921692 123.89369070529938 227.67703056335449 70.249823331832886 60.936559438705444 186.72439873218536 40.074315667152405 73.315060138702393 43.989036083221436 256.75907790660858 96.754587292671204 154.02040302753448 70.347414016723633 70.201027989387512 42.456417679786682 79.514291882514954 49.192398190498352 254.44573402404785 45.472859144210815 41.021389961242676 387.82790720462799
leaf_count=2718 106 750 39 73 129 27 22 65 28 45 27 137 37 70 31 25 18 30 25 96 34 13 235
internal_value=0 0.000176317 -0.00017257 0.00104989 -0.000477964 -0.000206765 -0.000835452 -0.000384783 0.000376773 0.000893217 0.00262753 -0.00109457 -0.000717079 0.000220317 -0.00254638 0.000148476 0.000609337 -0.000754999 -2.5546e-05 0.000946831 -0.00180407 -0.00385335 0.000510245
internal_weight=0 4112.85 2277.7 455.276 1822.42 1594.75 184.83 1524.5 735.426 625.005 300.914 789.07 324.09 250.775 110.422 114.19 1835.15 726.406 469.647 303.638 166.009 86.4942 1792.7
internal_count=4780 2062 1059 201 858 729 95 702 328 269 117 374 152 107 59 52 1003 335 198 121 77 47 985
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=24
num_cat=0
split_feature=49 24 129 36 67 50 131 148 38 77 62 78 19 19 75 63 84 50 24 80 50 145 82
split_gain=0.0861138 0.354103 0.171873 0.0963389 0.431316 0.413149 0.473299 0.30067 0.553658 0.278246 0.379955 0.332998 0.35628 0.403714 0.33954 0.466293 0.299382 0.279757 0.493456 0.381177 0.431025 0.531659 0.536049
threshold=0.0081988852471113222 0.00060774214216507982 0.00244467705488205 0.00096484774257987748 0.00040826165059115743 0.05109804309904576 0.00017767510871635753 0.017188700847327713 0.00044738779251929378 0.0035485138650983576 0.00077738583786413084 0.014293605927377941 0.0072436286136507997 0.0022272822679951791 0.0042751494329422721 0.00017767510871635753 0.00064626874518580746 0.00017767510871635753 0.0044099434744566688 0.00062670491752214741 0.0016846025246195497 0.00066645268816500913 0.002945306478068233
decision_type=2 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 -5 -7 9 -9 17 11 12 13 16 15 -13 -11 -1 19 20 -19 -22 -23
right_child=1 2 -4 5 -6 6 -8 8 -10 10 -12 14 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24
leaf_value=-0.0019681581026990691 0.0034540778464738249 -0.0054191079900946905 -0.0012498246231457031 0.0004387157268632238 -0.00076726569166915234 -0.0056896697951509196 -0.00038683071936836691 0.0014404610941095828 -0.0024649150922168525 0.0015299062035552386 0.0052925554060468498 0.0019561233046556568 -0.0020512499938650525 0.0042794978850207201 0.0019257496877857208 -0.004270178540963906 -0.0027821737745637887 0.0044059074228314666 -0.0012057433392316478 -7.9084716864412548e-05 0.0021334330021277408 -0.0047880422341872878 0.0012718472027906458
leaf_weight=215.78648328781128 33.240744471549988 33.435925841331482 94.811643362045288 2583.0833119153976 1712.8398680686951 58.505662083625793 149.86170589923859 783.47638547420502 102.64108419418335 252.0148366689682 45.082496404647827 42.505213022232056 69.253953695297241 119.34463083744049 63.855410218238831 102.78747022151947 47.903756499290466 100.71810305118561 763.56121599674225 1786.4299607276917 252.7179342508316 70.5913907289505 75.550776124000549
leaf_count=126 17 25 65 1413 941 30 61 360 63 104 18 20 40 48 34 69 26 38 351 782 79 41 29
internal_value=0 -0.00114482 -0.00233681 1.96706e-05 -8.43818e-05 0.000265951 -0.00187577 0.000154608 0.000988092 -2.96594e-05 0.000843834 0.000556362 0.00127111 0.0018199 -0.00111311 -0.00244868 0.00084117 -0.000228347 -0.000105239 0.000262347 0.00148326 0.000745252 -0.00165528
internal_weight=0 161.488 128.248 9398.51 6607.06 2791.45 208.367 4894.22 886.117 4008.1 742.748 697.665 488.517 419.263 209.148 145.293 299.919 3265.36 3049.57 2286.01 499.578 398.86 146.142
internal_count=4780 107 90 4673 3169 1504 91 2228 423 1805 359 341 218 178 123 89 130 1446 1320 969 187 149 70
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=24
num_cat=0
split_feature=80 144 52 23 114 85 0 87 94 94 122 11 53 117 129 99 15 77 101 8 95 141 59
split_gain=0.0862453 0.304599 0.262264 0.370247 0.299087 0.323518 0.368101 0.3712 0.298816 0.290448 0.345852 0.531453 0.324117 0.346912 0.320155 0.426034 0.277667 0.269061 0.267027 0.254075 0.298275 0.290233 0.311851
threshold=0.0032328735105693345 0.013032016810029747 0.0026012937305495147 0.0025217677466571335 0.0066005610860884198 0.00017767510871635753 0.0013146653072908523 0.00070876078098081063 0.00066645268816500913 0.0062037324532866487 0.0026833302108570938 0.020658296532928947 0.01884530205279589 0.00093549740267917525 0.00040826165059115743 0.0030382014811038975 0.028020657598972324 0.0023699469165876512 0.0013146653072908523 0.010829726699739696 0.0031340263085439806 0.0030382014811038975 0.011169348377734424
decision_type=2 2 2 2 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 -8 -5 12 11 14 13 -4 -11 17 19 -16 -18 20 -15 22 -22
right_child=1 -3 9 4 -6 6 7 -9 -10 10 -12 -13 -14 16 15 -17 18 -19 -20 -21 21 -23 -24
leaf_value=-0.00011803771983322702 -0.0033161231321133704 -0.0017317035176706201 0.0032270139859563052 -0.0014843170510660893 -0.0022400910978701413 0.0065053543492695522 -0.00090923237408884264 0.0036078990457285884 0.0020816525775592923 0.00031817402287006278 -0.0022371686881194315 -0.0030416903349602654 -0.0011552706319302433 0.00066667705554715885 0.0016322518619587393 0.0011500614774683719 -0.00094603042112848955 0.0059096863736418882 0.0033766587291283409 -0.0020411736075471301 0.001686878019426968 -0.0024126776010494153 -0.0029941064336128234
leaf_weight=5909.3846052885056 41.314162015914917 194.97303485870361 89.071532487869263 99.67343807220459 46.712705492973328 62.273996472358704 67.867721319198608 137.87356793880463 143.07693004608154 239.97790336608887 77.034599184989929 63.953000903129578 626.71235024929047 676.31507396697998 54.298169612884521 209.70480501651764 53.253504633903503 113.84849667549133 108.54754388332367 170.41121482849121 127.2716623544693 197.06236481666565 49.387579560279846
leaf_count=2989 25 134 45 49 31 23 37 54 52 95 36 38 339 327 19 92 30 38 36 96 50 112 33
internal_value=0 0.000191072 0.000299558 0.001251 0.00158946 0.0019397 0.00313729 0.00211784 0.000617463 0.000100138 0.000938435 0.00129725 -0.000203058 0.00020254 0.00174638 0.00265345 7.64377e-06 0.00452841 0.00195393 -0.000250386 4.02423e-05 -0.0010934 0.000378243
internal_weight=0 3650.62 3455.64 598.793 557.478 510.766 268.015 205.741 242.75 2856.85 758.817 681.782 2098.03 1471.32 617.829 377.851 1382.25 168.147 161.801 1220.45 1050.04 373.722 176.659
internal_count=4780 1791 1657 271 246 215 114 91 101 1386 318 282 1068 729 244 149 684 57 66 618 522 195 83
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=24
num_cat=0
split_feature=88 14 149 4 100 128 88 73 20 25 9 47 46 145 89 89 1 0 2 107 37 149 130
split_gain=0.0818507 0.200539 0.211303 0.245156 0.145259 0.139388 0.206239 0.275345 0.355187 0.355822 0.392836 0.426804 0.31629 0.266799 0.225025 0.25447 0.358497 0.462234 0.376482 0.355316 0.28673 0.281998 0.243046
threshold=0.023343417793512348 0.0038949446752667431 0.00060774214216507982 0.0012745757703669371 0.0079489401541650313 0.015675474889576439 0.0062037324532866487 0.00087947337306104611 0.0049928687512874612 0.0022975050378590827 0.00037263428384903824 0.00747153488919139 0.0062037324532866487 0.0018488886416889729 0.0035485138650983576 0.00085274505545385193 0.0063990866765379914 0.00050559637020342063 0.00052132029668428015 0.0035485138650983576 0.0014427106943912806 0.0026012937305495147 0.00068727668258361529
decision_type=2 2 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 -2 6 14 12 9 13 11 -11 -8 -9 15 -1 17 -17 19 22 -21 -18 -19
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 -12 -13 -14 -15 -16 16 21 18 -20 20 -22 -23 -24
leaf_value=-5.2504759819324786e-05 -0.00090921295034194409 0.00047061287176643131 -0.0013253659098110774 0.0048585557521417461 -0.0038185887500172717 -0.0009059617120340353 -0.0044237611928308841 0.0051784255594362703 -0.0015505449497894735 0.00076157099926586541 -0.00072583249253138421 0.0060412476082623472 0.00099858741198088777 0.0018115244266001928 -0.0017900780728971654 0.0066222823311621248 6.6772466342899075e-05 0.0013690792545082279 -0.0015589545427290672 0.0054841372468515601 0.00066209165938386507 -0.0051832565198868252 -0.002857638642265382
leaf_weight=6827.5051963329315 324.60683643817902 126.76374614238739 100.11259615421295 42.505213022232056 49.43637490272522 373.65284860134125 50.822607278823853 92.791071534156799 105.46234428882599 122.45866298675537 226.68116092681885 55.684401988983154 57.119429707527161 160.80517888069153 172.04142391681671 41.021389961242676 87.978072166442871 223.27435672283173 105.16957223415375 91.404839158058167 46.517524123191833 36.062004566192627 40.123111009597778
leaf_count=3163 227 83 67 20 35 246 38 36 71 68 142 22 27 79 109 13 54 110 59 33 23 25 30
internal_value=0 -0.000544631 0.000495523 0.00157247 -0.00129374 3.93009e-05 8.0645e-05 0.000809375 0.0011434 0.0015749 0.00065493 0.00241191 -0.00155443 0.00304348 -2.17558e-06 3.8842e-05 0.000967544 0.00151741 0.00110396 0.0018018 0.00385779 -0.00145956 0.000725227
internal_weight=0 643.425 269.382 169.269 374.043 8916.58 8542.92 871.825 763.883 658.42 404.824 178.143 107.942 253.596 7671.1 7499.06 671.551 547.511 506.489 401.32 137.922 124.04 263.397
internal_count=4780 432 170 103 262 4348 4102 483 418 347 232 90 65 115 3619 3510 347 268 255 196 56 79 140
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=24
num_cat=0
split_feature=134 21 23 56 70 121 23 81 113 9 52 117 5 122 86 73 29 87 71 123 113 106 17
split_gain=0.0825345 0.227391 0.251708 0.227647 0.293629 0.413435 0.390617 0.468006 0.350181 0.28717 0.27126 0.329621 0.33069 0.256351 0.217761 0.275335 0.469271 0.287512 0.391423 0.318224 0.457277 0.307231 0.281153
threshold=0.00017767510871635753 0.024810968898236755 0.030689206905663017 0.00073092587990686308 0.00073092587990686308 0.0011261500185355546 0.0049928687512874612 0.0072436286136507997 0.0019071503775194289 0.0020932231564074759 0.020658296532928947 0.066585760563611998 0.00066645268816500913 0.00037263428384903824 0.0026833302108570938 0.00899649551138282 0.0036604277556762104 0.00090704852482303988 0.055838862434029586 0.00017767510871635753 0.0060143163427710542 0.011519505176693203 0.00017767510871635753
decision_type=2 2 2 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 -5 -6 8 -8 -1 11 12 -11 -14 15 17 -17 18 19 -2 21 -21 -19
right_child=14 2 -4 4 6 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 -18 22 -20 20 -22 -23 -24
leaf_value=-3.5072732305197614e-05 -0.0020664579595971728 -0.0049119564132350073 -0.00012169082245858933 0.00040404600146825914 -9.7881065770278729e-05 -0.0042271812914523067 0.0070386727583053163 0.00054612897980062106 0.0021561161130589975 -0.0014160785468161517 0.0013927204877544378 0.0014895660489813664 -0.0077331518968761226 -0.0025690549984060452 -0.00087605267034365243 -0.001521676867881985 0.0047607050745737678 0.0032159714556208017 0.0025236015997713141 0.00044149996181526191 -0.0035117137135642902 0.0052844947473208413 0.00057710466475654229
leaf_weight=6310.9883385896683 292.77228713035583 50.725016593933105 59.696713089942932 299.99622106552124 203.99352669715881 57.412201762199402 76.888213157653809 124.98715102672577 70.298618674278259 310.15896856784821 84.864040017127991 70.249823331832886 41.460548043251038 57.168225049972534 316.04546546936035 44.037831425666809 91.45363450050354 123.1129652261734 93.933327198028564 119.68619823455811 54.639737010002136 45.082496404647827 560.34841477870941
leaf_count=3089 160 34 25 187 127 39 30 64 29 173 34 27 31 29 199 29 35 41 29 62 33 18 256
internal_value=0 -6.93266e-05 -0.00232222 -3.70545e-05 0.000743274 -0.00033989 0.00155629 0.00279609 0.00470669 -0.000131669 -0.00121274 -0.00167431 -0.00221802 -0.00473988 0.000311328 0.00057466 0.00271879 0.000349384 -0.0004434 -0.000987544 0.000452127 0.0017666 0.00105245
internal_weight=0 7818.89 110.422 7708.47 833.576 357.408 476.168 272.174 147.187 6874.89 563.902 479.038 408.788 98.6288 1741.11 1425.07 135.491 1289.58 606.114 512.181 219.408 164.769 683.461
internal_count=4780 3918 59 3859 476 226 250 123 59 3383 294 260 233 60 862 663 64 599 302 273 113 80 297
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=24
num_cat=0
split_feature=42 69 108 112 46 41 106 72 68 117 5 82 84 150 125 35 121 120 142 70 20 23 148
split_gain=0.079612 0.304533 0.350621 0.411929 0.337309 0.566738 0.421332 0.471806 0.43322 0.560585 0.480653 0.464495 0.415771 0.425969 0.396484 0.378493 0.37777 0.371216 0.502347 0.323176 0.315935 0.318126 0.316849
threshold=0.004017772153019906 0.0045489775948226461 0.0038949446752667431 0.0048403022810816774 0.0053125319536775359 0.0003614811430452392 0.0016331639490090313 0.0037758676335215573 0.011169348377734424 0.0095705352723598498 0.00066645268816500913 0.0038949446752667431 0.00037263428384903824 0.010500331409275534 0.0011980500421486797 0.0019672545604407792 0.00017767510871635753 0.00068727668258361529 0.00052132029668428015 0.0041444667149335155 0.00017767510871635753 0.013860232196748258 0.0028552538715302949
decision_type=2 2 2 2 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 -4 8 9 11 -11 -8 16 15 -6 17 -10 18 -14 -16 21 -3 -22
right_child=1 20 4 -5 5 -7 7 -9 12 10 -12 -13 13 -15 19 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00011967541928209626 -0.00093006830627522853 -0.00019509075449274094 0.0050875449610696235 -0.0051200857836906678 -0.00031503910071069611 0.0026853628837833618 -0.0011239682092858141 -0.0014167678050873793 0.0061692482186338866 -0.00049930245318797692 -0.0060479600757248255 0.0040353033558949165 0.0037105728386647567 -0.0027393256400171737 -0.0046093615325193144 0.0032981099389309816 0.001761254784326865 0.0032513894139680646 -0.0031340220006384478 -0.0010013769447821869 -0.0030971317633899948 0.0034379576745488952 0.00040952913066229566
leaf_weight=5663.715386390686 917.61045157909393 95.612331628799438 46.371138095855713 62.664359211921692 275.09283363819122 88.925146460533142 93.230229616165161 323.67972493171692 76.790622472763062 94.226099252700806 66.627874970436096 81.993984580039978 35.818027853965759 75.843548178672791 144.24801826477051 149.76411521434784 132.42622911930084 60.936559438705444 106.55580461025238 108.93790662288666 71.831237077713013 162.94330418109894 624.15502965450287
leaf_count=2876 476 44 17 39 135 39 54 189 26 41 40 24 15 41 100 57 46 22 62 52 38 59 288
internal_value=0 -0.000173963 -0.000425763 -0.00119792 -3.98672e-05 -0.00100752 0.000404422 0.000237103 0.000786597 -0.000666295 -0.00279763 0.00129025 0.00155177 0.000660415 -0.00162915 0.00139071 0.00337916 -1.43345e-05 -0.00141208 -0.00305696 0.000602046 0.00209448 4.76142e-05
internal_weight=0 3896.28 2941.74 980.275 1961.47 617.204 1344.26 1297.89 974.213 336.078 160.854 175.224 638.135 428.918 528.279 353.075 209.217 203.31 142.374 253.186 954.542 258.556 695.986
internal_count=4780 1904 1475 515 960 326 634 617 428 159 81 78 269 197 287 156 72 99 77 152 429 103 326
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=24
num_cat=0
split_feature=38 129 46 8 39 105 58 47 85 58 121 81 60 73 112 102 43 3 147 117 108 140 50
split_gain=0.0822596 0.168192 0.0848093 0.204982 0.277477 0.309565 0.365179 0.39207 0.333958 0.329567 0.398868 0.312801 0.267426 0.259295 0.222861 0.285881 0.209226 0.197705 0.399208 0.334607 0.295811 0.40992 0.514618
threshold=0.021635212935507301 0.0018488886416889729 0.00064626874518580746 0.022641776129603389 0.00244467705488205 0.00062670491752214741 0.0011615398107096555 0.0017376682371832433 0.0005375427135732026 0.0027679565828293566 0.00017767510871635753 0.0079489401541650313 0.0022272822679951791 0.00087947337306104611 0.0033348383149132137 0.0028552538715302949 0.00055427959887310873 0.00082683752407319855 0.0010585968848317864 0.0042751494329422721 0.0051502294372767219 0.0019672545604407792 0.028884131461381916
decision_type=2 2 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 11 7 -7 -9 16 -11 17 13 -6 15 -12 -8 18 20 -19 21 -1 -23
right_child=1 -3 -4 -5 12 6 9 8 -10 10 14 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24
leaf_value=0.0011206326478764613 -0.0032397945361575366 0.0012169590554585402 -6.0716599221825106e-05 0.002640341560239054 -0.0043706610178765011 0.00017120333866183914 -0.00018369688634621459 0.007409731004460119 0.001789740130925964 -0.0021564702360813079 0.0037730923873237864 -0.0029580109026336779 0.0016136112844680776 -0.00055562444872966378 -0.00071479501556471602 -5.9194550933665953e-05 -0.0049958136206345585 0.00035608862313398165 -0.0040462543970236969 0.0048903161469294187 0.0015521258246774094 -0.004367467719849554 0.001140844601810962
leaf_weight=150.95516622066498 54.590941667556763 34.578181505203247 7571.1290568113327 90.116197466850281 84.112147092819214 65.19284725189209 57.265815734863281 63.611433506011963 45.228882431983948 70.640186071395874 173.25243771076202 89.31550920009613 55.830788016319275 94.665257334709167 59.745508432388306 67.672539949417114 37.301850914955139 174.52111661434174 64.099386930465698 53.058323264122009 218.72529685497284 118.29996585845947 66.091126203536987
leaf_count=52 31 18 3827 34 57 35 33 24 24 43 51 55 28 59 27 29 22 103 44 22 85 59 18
internal_value=0 -0.00151155 1.42314e-05 0.000312931 0.000197028 0.00043599 0.00128335 0.00323762 0.00507433 0.00055332 0.00122445 -0.000143903 -0.00140718 -0.00235054 0.00201877 0.00269666 -0.00208182 0.000153281 -0.000310561 0.00141321 0.000121614 -0.000811419 -0.00239313
internal_weight=0 89.1691 9470.83 1899.7 1809.59 1574.98 639.912 174.033 108.84 465.878 371.311 935.066 234.608 178.777 300.67 240.925 94.5677 845.75 618.171 227.579 554.072 335.346 184.391
internal_count=4780 49 4731 904 870 726 288 83 48 205 150 438 144 116 107 80 55 383 258 125 214 129 77
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=24
num_cat=0
split_feature=107 25 98 100 25 67 20 117 112 83 47 121 95 86 25 24 124 147 118 71 25 146 127
split_gain=0.078292 0.384146 0.248834 0.242473 0.437267 0.250349 0.2337 0.401732 0.312223 0.315325 0.306012 0.407329 0.309955 0.283671 0.250169 0.43448 0.377854 0.340171 0.311582 0.280587 0.277829 0.428672 0.259304
threshold=0.0021592099219560628 0.044033329933881767 0.0019672545604407792 0.013032016810029747 0.00062670491752214741 0.00096484774257987748 0.00017767510871635753 0.00017767510871635753 0.00244467705488205 0.0032328735105693345 0.0042751494329422721 0.029773407615721229 0.00066645268816500913 0.0026833302108570938 0.0026833302108570938 0.004017772153019906 0.011169348377734424 0.00747153488919139 0.0012745757703669371 0.0068083447404205808 0.0012745757703669371 0.018276390619575981 0.00017767510871635753
decision_type=2 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 -3 -1 -5 -6 7 -2 13 -10 -11 12 -12 14 20 16 17 19 -17 -16 -9 -22 -20
right_child=1 2 -4 4 5 -7 -8 8 9 10 11 -13 -14 -15 15 18 -18 -19 22 -21 21 -23 -24
leaf_value=-0.00028020887624249918 -0.0029268264929272168 0.0010116849912978085 0.0060223061035172727 0.0027997485494982962 -0.0029133441708279178 0.0014581849482271003 -0.00021843729688426932 0.00089923131497405238 -0.0040389284154421492 0.002262052598122526 -0.0044036180264709094 0.0022974336060559075 -0.00061055486266773523 -0.0028520921536714094 2.8253957428164319e-05 -0.0041139326223199402 -0.00067362783613809593 0.0069479528701782353 0.0034444993122493073 0.0042734736988438377 -0.0030439404467360758 0.0030337344192674452 -0.0012423925669890416
leaf_weight=3710.8665591478348 85.156812071800232 57.314611077308655 43.647468686103821 177.36233949661255 74.554906487464905 58.408071398735046 3109.6941590309143 1112.4481934309006 57.168225049972534 104.82800483703613 80.002245306968689 78.079264163970947 164.81748998165131 49.43637490272522 59.891894459724426 37.350646257400513 53.253504633903503 68.912386298179626 59.647917747497559 111.17362260818481 107.89324164390564 39.683952927589417 58.408071398735046
leaf_count=2054 46 35 13 58 42 26 1524 443 29 45 50 25 82 35 33 24 30 26 23 36 63 12 26
internal_value=0 0.000121918 0.00317785 -0.000167931 0.00117469 -0.000993016 6.51801e-05 0.000444006 0.000571982 -0.000551293 -8.51503e-05 -0.000847161 -0.00185005 0.000881788 0.000989819 0.00200373 0.00313649 0.00398199 -0.000133627 0.00278718 0.000628811 -0.00140964 0.00112566
internal_weight=0 5538.81 100.962 4021.19 310.325 132.963 5437.85 2328.15 2243 484.895 427.727 322.899 244.82 1758.1 1708.66 448.638 293.231 239.978 155.407 171.066 1260.03 147.577 118.056
internal_count=4780 2600 48 2180 126 68 2552 1028 982 231 202 157 132 751 716 198 125 95 73 69 518 75 49
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=24
num_cat=0
split_feature=8 133 29 117 103 94 63 91 116 82 10 19 93 51 86 50 68 82 104 4 118 77 121
split_gain=0.0833754 0.196895 0.299284 0.326928 0.494696 0.387703 0.372688 0.322881 0.367489 0.396105 0.335128 0.337766 0.37943 0.334836 0.311053 0.433063 0.310826 0.296813 0.332427 0.296433 0.293308 0.365698 0.317675
threshold=0.0066005610860884198 0.0042751494329422721 0.0027679565828293566 0.034632634371519096 0.0049928687512874612 0.00066645268816500913 0.0019071503775194289 0.0066005610860884198 0.0012357163941487672 0.002945306478068233 0.004017772153019906 0.00096484774257987748 0.00017767510871635753 0.010829726699739696 0.00096484774257987748 0.007706565549597145 0.0014881226234138014 0.0058306583669036635 0.00075379351619631063 0.00039601318712811922 0.0016846025246195497 0.0013146653072908523 0.007706565549597145
decision_type=2 2 2 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 16 8 9 -4 -10 13 -13 -12 15 -14 -3 18 19 -7 21 22 -9
right_child=-2 2 7 -5 -6 17 -8 20 10 -11 11 12 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00011346585733692243 -0.00023674442303284394 0.0062986047800470671 -0.001916159440654759 0.002660336161306899 -0.0065340456894204691 -0.0018123086704469851 -0.0016803514549676856 -0.0028778894902168456 0.0024224562954677283 0.0025681387746841391 0.0039036763968715062 0.0028496061957881402 0.00024940074913429761 -0.00072083173190736133 0.0015430129368980668 -0.0032457443131165492 0.0004478166820940005 0.0017027700062517582 -0.0030531574831925801 0.0030749402053562871 -0.0032861413277830648 0.0027517261045674618 0.0022253167390074366
leaf_weight=4326.4225155115128 2677.3981320858002 50.383449196815491 182.25296676158905 74.262134432792664 36.062004566192627 77.32737123966217 50.676221251487732 101.20605647563934 491.09446108341217 67.47735857963562 139.25980031490326 112.90142238140106 224.61179375648499 54.444555640220642 154.06919836997986 146.38614356517792 41.314162015914917 70.249823331832886 217.75825977325439 51.818476915359497 81.339682340621948 87.636504769325256 43.647468686103821
leaf_count=2151 1350 20 97 30 25 48 32 58 216 21 57 53 111 25 72 80 25 27 153 25 51 40 13
internal_value=0 9.20959e-05 0.000440016 -0.000467878 -0.000857925 -0.000492095 0.00176081 0.000762418 0.00105465 -0.000704498 0.00138677 0.00077521 0.000219982 0.00260386 -0.000345447 -0.00112969 0.00366254 -0.00126101 -0.00186118 0.000148651 -0.000701885 0.000202251 -0.00134018
internal_weight=0 6882.6 2556.18 669.852 595.59 559.528 142.374 1886.33 1572.5 249.73 1322.77 831.673 637.969 193.704 525.067 370.998 91.6976 417.154 346.904 129.146 313.83 232.49 144.854
internal_count=4780 3430 1279 385 355 330 77 894 732 118 614 398 316 82 263 191 45 253 226 73 162 111 71
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=24
num_cat=0
split_feature=92 140 61 106 148 32 105 77 78 24 51 25 140 40 79 50 25 86 48 78 9 83 12
split_gain=0.0815806 0.212336 0.334652 0.512881 0.374495 0.318666 0.313269 0.428115 0.423256 0.334308 0.360178 0.305081 0.298087 0.410869 0.27257 0.266187 0.310644 0.310919 0.378382 0.382058 0.354458 0.325005 0.307784
threshold=0.002945306478068233 0.00899649551138282 0.00043393640953581786 0.00064626874518580746 0.0012357163941487672 0.002945306478068233 0.0011261500185355546 0.007706565549597145 0.0058306583669036635 0.0022975050378590827 0.00096484774257987748 0.00062670491752214741 0.05109804309904576 0.022641776129603389 0.0014881226234138014 0.12767273932695392 0.0051502294372767219 0.00066645268816500913 0.00064626874518580746 0.0068083447404205808 0.0013560238294303419 0.0081988852471113222 0.0013986918493174019
decision_type=2 2 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 15 -6 8 9 -8 -11 -12 13 -5 -13 16 17 21 19 -19 -21 22 -2
right_child=1 2 4 12 6 -7 7 -9 -10 10 11 14 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=-0.0001269174504153551 0.0024522044622610033 -0.0065197507350340331 0.0017729367751155409 -0.0042719704261347724 -0.0015022017282140176 -0.00057557684113075972 0.001311227740183092 -0.0032895405171146047 0.0018212946386807973 -0.0058159833885316212 -0.0031689701963494156 0.0026654593697229378 0.00300723603291845 0.0021303178051808578 -0.0018508440417269074 -0.0015390808898511773 -0.00015811601663084636 0.0044447091310908194 -0.0015880760040181546 -0.0015696484869890299 0.0039692436425436033 -0.0005172312175786973 0.00013875936842680609
leaf_weight=5447.1481776237488 353.77760469913483 50.773811936378479 247.90493488311768 71.977623105049133 403.04763078689575 559.33258235454559 155.11386334896088 80.099835991859436 354.46073949337006 42.749189734458923 83.868170380592346 75.550776124000549 39.73274827003479 38.444106578826904 59.891894459724426 115.38111507892609 468.97240817546844 209.50962364673615 48.001347184181213 65.33923327922821 51.769681572914124 294.95920777320862 242.19365656375885
leaf_count=2718 131 36 97 44 213 322 61 54 159 30 47 29 14 15 33 47 278 84 30 41 23 142 132
internal_value=0 0.000168092 -0.000259141 -0.00217558 -2.88884e-06 0.000470196 -0.000353735 0.000189728 0.000550895 -0.000528527 -0.00161748 -0.000799088 -0.000706621 -0.00204297 0.000668378 0.000786394 0.000941085 0.00134841 0.00255701 0.00316619 0.000878899 0.000840222 0.00151206
internal_weight=0 4112.85 1703.62 200.928 1502.69 2409.24 1254.78 851.734 771.635 417.174 262.06 219.311 150.154 110.422 135.443 1849.9 1734.52 1265.55 374.62 326.619 117.109 890.93 595.971
internal_count=4780 2062 832 109 723 1230 626 413 359 200 139 109 73 59 62 908 861 583 178 148 64 405 263
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=24
num_cat=0
split_feature=125 92 50 122 71 80 42 35 43 67 114 8 143 27 141 121 53 35 95 54 11 77 108
split_gain=0.0766659 0.217164 0.227251 0.257766 0.275252 0.260425 0.411431 0.166421 0.151563 0.135844 0.130001 0.124345 0.301542 0.298603 0.130073 0.202149 0.218811 0.423529 0.423454 0.368418 0.448767 0.295238 0.320349
threshold=0.027182282879948619 0.00017767510871635753 0.021960759535431865 0.00090704852482303988 0.012636432424187662 0.0025217677466571335 0.00093549740267917525 0.002945306478068233 0.00046126570669002836 0.0020292587578296666 0.00017767510871635753 0.033603202551603324 0.0025217677466571335 0.0028552538715302949 0.0005893622583243997 0.04273676127195359 0.0056525857653468856 0.00044738779251929378 0.00244467705488205 0.0005893622583243997 0.0046923852059990176 0.0013146653072908523 0.00073092587990686308
decision_type=2 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 7 3 4 5 8 -7 -2 10 -9 -3 14 -13 -14 -1 16 17 18 19 -16 -21 22 -18
right_child=1 2 -4 -5 -6 6 -8 9 -10 -11 -12 12 13 -15 15 -17 21 -19 -20 20 -22 -23 -24
leaf_value=0.00032160939719570286 -0.0036438848565818506 0.002142377435132856 0.003331125112937336 -0.0033032193950038959 -0.0019810974671810324 0.0067226245326353351 2.8370511340816329e-05 -0.0018790104102278814 0.0029087248706982445 0.0022864025924132746 -0.00095599033005058689 -0.0015550558250815359 0.0045975640265943163 -0.00047938290036621267 0.00063180159767241284 0.00079229877759310675 -0.0044248926648256422 -0.00033651409629135173 -0.005960853112138299 -0.0060121741994198239 0.00029066051430257734 0.00053623564056027217 -0.00031858867876660832
leaf_weight=1740.0388598442078 48.050142526626587 46.371138095855713 86.006295680999756 40.074315667152405 67.916516661643982 51.72088623046875 41.265366673469543 41.362957358360291 54.395760297775269 37.155464887619019 125.42630910873413 63.70902419090271 76.741827130317688 46.517524123191833 118.10478448867798 514.6515417098999 49.338784217834473 3248.5325407981873 62.664359211921692 66.579079627990723 49.046012163162231 1612.3568719625473 1271.9736003875732
leaf_count=818 32 17 27 28 39 21 23 27 23 16 82 28 24 23 51 159 31 1779 39 38 19 805 631
internal_value=0 0.000528722 0.000986221 0.000514099 0.000909289 0.00152432 0.00375185 -0.00132622 0.000608597 9.20921e-05 -0.000119687 -3.7919e-05 0.00123793 0.00268155 -6.52334e-05 -0.000161486 -0.000237254 -0.000501596 -0.00231092 -0.00133235 -0.00333863 8.2166e-05 -0.000471921
internal_weight=0 639.745 513.177 427.17 387.096 319.179 92.9863 126.569 226.193 78.5184 171.797 8920.25 186.968 123.259 8733.29 6993.25 6478.6 3544.93 296.394 233.73 115.625 2933.67 1321.31
internal_count=4780 335 260 233 205 166 44 75 122 43 99 4445 75 47 4370 3552 3393 1926 147 108 57 1467 662
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=24
num_cat=0
split_feature=127 51 140 150 125 75 113 50 31 53 118 75 99 86 82 148 82 105 68 107 10 12 85
split_gain=0.0790305 0.240689 0.297622 0.251289 0.0965942 0.331478 0.358295 0.293042 0.395349 0.422943 0.31274 0.278471 0.320664 0.528259 0.44298 0.301166 0.396914 0.387973 0.350755 0.323579 0.345009 0.279303 0.366479
threshold=0.062805486842989935 0.00017767510871635753 0.039062514901161201 0.0041444667149335155 0.001792412775103003 0.00064626874518580746 0.0044099434744566688 0.010500331409275534 0.00017767510871635753 0.0011980500421486797 0.0054799309000372895 0.0005375427135732026 0.0016846025246195497 0.00073092587990686308 0.00040826165059115743 0.011519505176693203 0.00073092587990686308 0.0019672545604407792 0.015675474889576439 0.0058306583669036635 0.00017767510871635753 0.010180860292166473 0.0022272822679951791
decision_type=2 2 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 11 6 7 -6 9 -9 -11 12 13 15 -14 16 17 19 -17 20 -1 -13 -23
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12 21 14 -15 -16 18 -18 -19 -20 -21 -22 22 -24
leaf_value=-0.00029535036251066162 0.0032697371044524042 -0.0036104104142247449 0.0037625471041776992 0.00055243749977933838 0.00064007981479742213 0.00033663122190733002 -0.0038047518582283186 0.00077919115146433265 0.00086749578354291298 -0.0063060513704860047 -0.0015254842937298852 -0.00081787110538958168 0.0034211799377366001 -0.0046172501012833028 0.00045022689482739406 -0.000514512124943659 0.00036812386751854716 0.0021202415113157221 0.0039144399552247253 -0.00030052348590197374 -0.0043659635451628676 0.0024238186499566132 -0.00044799667091486152
leaf_weight=74.359725117683411 74.115748405456543 60.038280487060547 39.781543612480164 91.502429842948914 321.46397173404694 3692.2111988067627 89.071532487869263 56.97304368019104 111.36880397796631 82.57952868938446 58.408071398735046 1972.8305315971375 153.67883563041687 65.33923327922821 683.48134279251099 82.237961292266846 843.79856824874878 66.335102915763855 97.945638298988342 167.58995473384857 173.52524697780609 166.15492701530457 335.20874202251434
leaf_count=34 24 39 16 37 152 1989 45 21 44 48 26 1049 56 41 244 34 303 28 32 88 116 83 231
internal_value=0 0.00085069 -8.64172e-05 -0.00109682 -2.42944e-05 0.000145268 -0.000836239 -0.000417068 -0.00151569 -0.00285642 -0.00432557 -0.00017752 0.000205218 -0.000215934 0.00099561 -2.49524e-05 -0.000285652 -0.00143062 0.00189301 -0.00199755 -0.00314487 -0.000550064 0.00050374
internal_weight=0 265.438 191.322 151.541 9294.56 4412.08 719.865 630.793 309.329 197.961 140.988 4882.49 2408.29 1571.13 837.16 1505.79 1325.61 481.81 180.184 415.475 247.885 2474.19 501.364
internal_count=4780 116 92 76 4664 2325 336 291 139 95 74 2339 976 676 300 635 569 266 66 238 150 1363 314
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=24
num_cat=0
split_feature=38 88 38 46 125 98 71 52 47 79 60 7 138 71 92 52 97 71 117 75 128 12 138
split_gain=0.0771982 0.205758 0.103177 0.273933 0.0998712 0.217615 0.250904 0.225668 0.50172 0.192747 0.191473 0.163757 0.156869 0.148946 0.127644 0.153992 0.123602 0.129284 0.126438 0.1625 0.11343 0.185106 0.449287
threshold=0.021635212935507301 0.0017376682371832433 0.012252715881913902 0.0045489775948226461 0.027182282879948619 0.0072436286136507997 0.010829726699739696 0.0046923852059990176 0.0027679565828293566 0.020035739988088611 0.0045489775948226461 0.0026012937305495147 0.010180860292166473 0.00017767510871635753 0.0017376682371832433 0.0015349716995842757 0.00043393640953581786 0.010829726699739696 0.014293605927377941 0.0048403022810816774 0.015675474889576439 0.012636432424187662 0.0037758676335215573
decision_type=2 2 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 9 6 7 10 -9 20 12 -8 14 -11 -6 -16 17 -15 19 -18 21 -1 -23
right_child=1 -3 3 -5 5 -7 11 8 -10 13 -12 -13 -14 16 15 -17 18 -19 -20 -21 -22 22 -24
leaf_value=-1.3797583077762976e-05 -0.003691054456035443 0.001126360513132898 0.0033051805072447839 -0.0020270736914433452 -0.0025895541907600484 0.0026019526092325223 -0.0039301724076514933 0.0056319048335646497 -0.0018427306504413975 0.0021365368280252656 0.0022123556034549918 0.00036902267038772276 0.0021478116258630752 -0.0015455862885352138 -0.002019960670648799 0.0021038087053783421 0.0019036685759354407 -0.0049154644671204131 0.0021206913419950144 -0.0018721183260413878 -0.00079373439785763392 0.0024633140463472987 -0.00065231625441630433
leaf_weight=7481.6494220495224 47.95255184173584 41.21657133102417 72.924697399139404 35.96441388130188 94.811643362045288 112.51105964183807 54.737327694892883 59.745508432388306 35.96441388130188 32.000898122787476 75.648366808891296 37.204260230064392 39.927929639816284 85.351993441581726 45.424063801765442 45.131291747093201 34.529386162757874 42.70039439201355 33.240744471549988 163.06972742080688 423.18681418895721 248.7832510471344 216.32323205471039
leaf_count=3550 28 21 29 21 65 37 37 27 21 20 33 18 22 54 32 20 16 28 17 118 285 133 148
internal_value=0 -0.0014643 1.37866e-05 0.00154402 -4.01156e-06 0.000619442 0.00016292 0.000708427 0.0028232 -4.67885e-05 3.58594e-05 -0.0021905 -0.000694953 -0.00113202 -0.00130728 3.52578e-05 -0.00142347 -0.00266931 -0.000732369 -0.00121232 3.89411e-06 4.637e-05 0.00101422
internal_weight=0 89.1691 9470.83 108.889 9361.94 601.106 488.595 396.653 95.7099 8760.84 300.943 91.9416 225.295 390.893 185.367 90.5554 358.892 128.052 230.84 197.599 8369.94 7946.76 465.106
internal_count=4780 49 4731 50 4681 312 275 220 48 4369 172 55 139 253 117 52 233 82 151 134 4116 3831 281
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=24
num_cat=0
split_feature=19 144 44 78 142 65 70 8 23 40 112 115 61 22 125 63 73 9 31 49 114 53 80
split_gain=0.0722136 0.169583 0.136278 0.26469 0.214671 0.242771 0.332109 0.300733 0.279618 0.3496 0.277004 0.255039 0.178149 0.172659 0.29916 0.213819 0.180744 0.426051 0.377064 0.395243 0.273608 0.415487 0.289376
threshold=0.086341444402933135 0.0020292587578296666 0.019431582652032379 0.029773407615721229 0.00052132029668428015 0.00077738583786413084 0.00062670491752214741 0.0053125319536775359 0.02636832278221846 0.0084566329605877417 0.00017767510871635753 0.00085274505545385193 0.00087947337306104611 0.0015833032084628942 0.00017767510871635753 0.00085274505545385193 0.00087947337306104611 0.0035485138650983576 0.0010918468469753864 0.0012745757703669371 0.000490355829242617 0.011169348377734424 0.0084566329605877417
decision_type=2 2 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 13 4 -4 6 11 -7 9 -8 -9 -6 -11 16 -15 -16 17 18 19 20 -1 22 -22
right_child=1 -3 3 -5 5 7 8 10 -10 12 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.000255706622560837 -0.001602281635217046 0.0017931177878120913 0.0033550395402408215 0.0034479536195879583 -0.0051893234110881236 0.0029821183788815439 0.00029137500262828238 0.0019771712707488194 0.0024892967004300718 -0.0011742447109078656 -0.0017977858119928841 -0.00054652534532566072 -0.0056916415758293685 0.0014819322502669487 -0.0031718803801096501 -0.00078305868718288882 0.00024895530599157114 -0.0037047633060356016 -0.0013220010556025991 0.0042068713953121433 -0.0024668981898485929 0.0008023195419689373 0.0022704291133053118
leaf_weight=2167.3666316270828 175.56578159332275 46.517524123191833 55.733197331428528 73.022288084030151 57.265815734863281 144.4143670797348 350.00927031040192 91.502429842948914 102.05554008483887 47.854961156845093 103.63695383071899 61.180536150932312 40.123111009597778 120.82845389842987 116.11304521560669 484.72888052463531 4033.7167632579803 86.689430475234985 573.96676182746887 56.97304368019104 326.30580365657806 208.66014003753662 35.769232511520386
leaf_count=896 92 23 24 33 33 53 138 37 39 24 50 32 30 55 77 278 2209 55 276 21 189 103 13
internal_value=0 -0.000891082 2.11926e-05 0.000536819 0.00033509 0.000166449 -0.000393532 0.00125241 0.000132343 -0.000416852 -2.7678e-05 -0.0027912 -0.00323444 -4.95661e-05 -0.000788183 -0.0012447 2.16058e-05 -0.000243769 -0.000154713 8.49883e-05 -7.77758e-07 -0.000974777 -0.0019989
internal_weight=0 222.083 9337.92 1126.8 1053.78 998.043 658.489 339.554 540.043 437.987 195.139 118.446 87.9781 8211.12 721.67 600.842 7489.45 3455.73 3369.04 2795.07 2738.1 570.735 362.075
internal_count=4780 115 4665 493 460 436 296 140 231 192 87 65 54 4172 410 355 3762 1553 1498 1222 1201 305 202
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=24
num_cat=0
split_feature=68 42 131 109 76 30 34 20 0 10 43 71 117 98 108 72 68 33 144 8 128 114 71
split_gain=0.0723328 0.227993 0.291483 0.180529 0.0996828 0.273925 0.233396 0.185343 0.141177 0.110895 0.223018 0.557422 0.250392 0.334229 0.294796 0.232829 0.347292 0.35283 0.293798 0.321735 0.28099 0.257258 0.21625
threshold=0.099488973617553725 0.049604203552007682 0.000490355829242617 0.0066005610860884198 0.004017772153019906 0.00096484774257987748 0.0079489401541650313 0.0011615398107096555 0.0015833032084628942 0.00899649551138282 0.066585760563611998 0.10522961243987085 0.066585760563611998 0.0019672545604407792 0.044033329933881767 0.0037758676335215573 0.0035485138650983576 0.0020932231564074759 0.00060774214216507982 0.00068727668258361529 0.012636432424187662 0.00017767510871635753 0.072653736919164671
decision_type=2 2 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 9 7 -7 8 -6 -1 12 -12 14 -14 15 16 17 21 -17 -20 22 -11 -18
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 11 -13 13 -15 -16 18 20 -19 19 -21 -22 -23 -24
leaf_value=9.5744682511012249e-05 -0.0034838965449065194 0.0034578038945768837 -0.0029271567958633377 -0.00052188012651716964 0.001175410494947419 -0.0037769814438919722 0.00097603803870100966 -0.00043711474599442943 0.0041927842573812003 0.0029753528098613881 -0.0059310843485239437 0.0011461668211495519 0.0011138832041351322 -0.0046329857758659566 -0.0021997254701645453 -0.0023252615189049476 0.0012313716664562678 -0.0041095813027746493 0.0039394509921487813 -0.00042187172830969872 -0.0024150973256883267 -0.001586873592721275 -0.0015920615203700785
leaf_weight=6632.4811428785324 61.42451286315918 58.310480713844299 54.68853235244751 55.733197331428528 71.538465023040771 48.09893786907196 55.781992673873901 61.131740808486938 84.620063304901123 50.383449196815491 57.168225049972534 54.200578927993774 39.879134297370911 69.205158352851868 151.97986841201782 190.57036101818085 959.79405999183655 75.989934206008911 46.517524123191833 464.91130173206329 62.713154554367065 79.904654622077942 72.973492741584778
leaf_count=3296 42 22 35 24 26 34 26 30 24 20 29 15 20 38 94 115 429 47 23 273 41 46 31
internal_value=0 -0.000875657 7.38345e-05 0.00151293 2.16015e-05 0.000887177 -0.0012247 0.00189681 0.00281048 -9.25745e-06 -0.000302342 -0.00248675 -0.000194927 -0.00253204 -7.6665e-05 8.43636e-05 0.000480158 -0.00140188 -0.000649581 -2.51832e-05 0.000834544 0.000177376 0.00103187
internal_weight=0 230.157 168.732 114.044 9329.84 321.171 103.881 217.29 156.159 9008.67 2376.19 111.369 2264.82 109.084 2155.74 2003.76 1301.76 206.278 701.999 511.429 1095.48 130.288 1032.77
internal_count=4780 123 81 46 4657 140 60 80 50 4517 1221 44 1177 58 1119 1025 614 113 411 296 501 66 460
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=24
num_cat=0
split_feature=65 108 113 125 50 71 46 85 34 42 19 131 141 125 52 8 121 109 117 112 118 27 110
split_gain=0.0751578 0.246705 0.16942 0.0855769 0.265193 0.397099 0.15682 0.272173 0.286094 0.392846 0.161178 0.109361 0.0951424 0.24895 0.218417 0.215185 0.270024 0.188309 0.295367 0.453492 0.295853 0.298953 0.289149
threshold=0.10820819064974786 0.0060143163427710542 0.00017767510871635753 0.027182282879948619 0.021960759535431865 0.02129978779703379 0.00087947337306104611 0.0022272822679951791 0.0030382014811038975 0.0013560238294303419 0.0046923852059990176 0.00096484774257987748 0.0005893622583243997 0.015200819820165636 0.028884131461381916 0.0095705352723598498 0.0011261500185355546 0.004017772153019906 0.0027679565828293566 0.00046126570669002836 0.0032328735105693345 0.0013560238294303419 0.0014881226234138014
decision_type=2 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 12 5 6 10 8 -8 -10 -5 -11 13 14 15 -1 -17 18 19 22 21 -21 -14
right_child=1 -3 -4 4 -6 -7 7 -9 9 11 -12 -13 17 -15 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00014369393931357936 -0.0024028383630979003 -0.0052206008938061313 0.0020199679829563436 -0.0021742820514024041 0.0031862035641210488 -0.0040338794430621371 -8.5077552086475967e-05 -0.0012006505446029835 0.0060227833445833084 0.0029957749635028332 0.001654386766255164 -0.00066481275008378076 -0.00072174268882515126 -0.0034003674203030932 0.0036934744265682408 -4.3044472763495679e-05 0.0046376012979748782 6.5619267550846166e-05 -0.00099631335012359502 0.0031395655466630425 0.0057383877903673525 -0.0017011486770265292 0.0023771979832859745
leaf_weight=1514.284810423851 38.736878633499146 29.423614740371704 49.094807505607605 82.725914716720581 84.668858647346497 50.725016593933105 99.722233414649963 89.461895227432251 72.827106714248657 37.106669545173645 41.167775988578796 45.326473116874695 654.19302105903625 44.086626768112183 49.046012163162231 61.131740808486938 62.127610445022583 4943.8903599977493 1243.3795064687729 79.416701197624207 49.094807505607605 53.302299976348877 85.059221386909485
leaf_count=714 27 22 21 54 26 34 51 61 25 14 19 28 389 31 19 30 17 2434 643 26 21 32 42
internal_value=0 -0.00125809 6.9354e-05 1.56223e-05 0.000591565 0.000168331 0.000623466 0.00117219 0.00200472 0.00334697 -0.00090208 0.000982974 -2.37163e-05 0.000308737 0.000405692 0.000307219 0.00231619 -0.000104659 -0.000493599 0.000185033 0.00242217 0.00119545 -0.000365175
internal_weight=0 117.255 87.8317 9442.74 603.732 519.063 468.338 344.444 254.982 155.26 123.894 82.4331 8839.01 1730.68 1686.59 1637.54 123.259 7108.34 2164.45 921.066 181.814 132.719 739.252
internal_count=4780 70 48 4710 312 286 252 179 118 67 73 42 4398 811 780 761 47 3587 1153 510 79 58 431
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=24
num_cat=0
split_feature=92 136 44 103 90 40 72 136 93 98 26 46 53 66 103 51 135 74 91 69 82 96 41
split_gain=0.0787607 0.212199 0.243274 0.308399 0.344571 0.420881 0.272215 0.241415 0.321629 0.308252 0.288005 0.221428 0.219996 0.226583 0.192877 0.192724 0.292802 0.462009 0.383847 0.411437 0.478076 0.490671 0.332599
threshold=0.002945306478068233 0.0044099434744566688 0.04673989117145539 0.00080172589514404546 0.00075379351619631063 0.00017767510871635753 0.0084566329605877417 0.0003614811430452392 0.00082683752407319855 0.0084566329605877417 0.00046126570669002836 0.0028552538715302949 0.00070876078098081063 0.00057154725072905432 0.016164712607860569 0.0058306583669036635 0.00064626874518580746 0.00017767510871635753 0.00017767510871635753 0.00073092587990686308 0.015675474889576439 0.0062037324532866487 0.00066645268816500913
decision_type=2 2 2 2 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 -5 -4 8 -7 -10 -11 -6 -12 -14 -2 16 -1 18 -18 20 21 -20 -19
right_child=14 -3 6 4 11 7 -8 -9 9 10 12 -13 13 -15 -16 -17 17 22 19 -21 -22 -23 -24
leaf_value=-0.00029769710639698436 0.00012044770216284951 0.0014164073272057592 0.00022073464251722518 0.0010679015665720057 -0.00062092925959957718 0.00074444995810868386 0.0032369026856635184 -0.00083821937321307499 -0.0016269298849775759 -0.0078645669134151577 -0.00051353296153459113 0.0042017543379859919 -0.007054616115501712 -0.0018889692791024726 0.0027871835782321847 -0.00083405080912695047 0.0033706381273168259 -0.0023988867091017034 -0.0037137587978242994 0.0015114292218416851 0.0030409635183729251 0.0015807850497519761 0.0018458584310906544
leaf_weight=2092.7119112014771 4043.8906037807465 214.56659972667694 279.8082423210144 127.17407166957855 50.481039881706238 51.769681572914124 102.10433542728424 231.20138823986053 127.90600180625916 54.68853235244751 41.070185303688049 45.033701062202454 52.013658285140991 35.866823196411133 68.961181640625 738.66669833660126 164.2807412147522 176.24891638755798 139.74775373935699 536.12816214561462 59.452736377716064 63.70902419090271 62.517973184585571
leaf_count=1119 2034 76 113 46 24 23 41 112 76 35 15 16 33 17 28 407 60 120 77 232 15 28 33
internal_value=0 -0.000124705 -0.000187899 -0.000283562 -0.00116929 -0.0015428 0.00102711 -0.00210126 -0.00290501 -0.00351145 -0.00482403 0.00165289 -0.00353452 -0.00494635 0.000165162 -0.000104108 5.9539e-05 0.000681452 0.00116946 0.000716905 -0.000903298 -0.00205586 -0.00128746
internal_weight=0 5447.15 5232.58 4850.67 817.205 721.69 381.913 594.516 363.315 311.545 183.639 95.5147 128.951 87.8805 4112.85 4033.46 3294.8 1202.09 963.318 799.038 262.91 203.457 238.767
internal_count=4780 2718 2642 2488 397 357 154 311 199 176 100 40 65 50 2062 2091 1684 565 412 352 120 105 153
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=24
num_cat=0
split_feature=8 17 92 108 40 87 50 54 32 125 77 94 27 87 107 149 37 110 137 150 93 98 18
split_gain=0.0710618 0.255092 0.270771 0.272149 0.304178 0.435605 0.334494 0.295768 0.259843 0.31557 0.312848 0.236151 0.198161 0.299127 0.289888 0.328541 0.294369 0.255008 0.391357 0.238819 0.232701 0.231672 0.214012
threshold=0.0066005610860884198 0.00077738583786413084 0.055838862434029586 0.015200819820165636 0.0027679565828293566 0.000490355829242617 0.012636432424187662 0.014293605927377941 0.00099512818269431613 0.0056525857653468856 0.00044738779251929378 0.0025217677466571335 0.0011980500421486797 0.004017772153019906 0.0016331639490090313 0.0048403022810816774 0.0016331639490090313 0.0014881226234138014 0.0011261500185355546 0.0036604277556762104 0.0028552538715302949 0.015675474889576439 0.0054799309000372895
decision_type=2 2 2 2 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 -6 -5 8 9 10 -2 -12 14 17 15 -3 -16 18 20 -15 21 -14 -20
right_child=1 12 -4 4 5 -7 -8 -9 -10 -11 11 -13 13 19 16 -17 -18 -19 22 -21 -22 -23 -24
leaf_value=8.5023580338815919e-05 0.0032594628036949841 -0.00029070776193356162 -0.003354126280927407 -0.0034982963879748828 0.0057144374857526666 0.00037446891063454166 0.002631817249159253 -0.0024465486305711688 -0.00021178112695532299 0.0044122460007201313 -0.0032446691766564654 0.00098047399001308078 -0.0018715957229326328 0.0022472229199537791 -0.002963607496795433 0.0052058753493164633 0.0016122601178275007 -0.00049850744261972346 -0.0013025442361230971 -0.00087346579397319418 -0.0060915238194766391 -0.0057649720738574091 0.0028914420672072842
leaf_weight=6882.6018309593201 72.778311371803284 53.253504633903503 49.338784217834473 44.037831425666809 83.477807641029358 70.396209359169006 44.98490571975708 105.26716291904449 631.28137290477753 74.21333909034729 57.265815734863281 78.274445533752441 211.87176287174225 112.90142238140106 78.469626903533936 55.538015961647034 63.660228848457336 402.950040102005 106.65339529514313 134.15402889251709 57.460997104644775 46.615114808082581 42.554008364677429
leaf_count=3430 23 30 31 29 31 33 14 63 311 28 33 33 127 53 41 16 26 209 66 63 41 27 22
internal_value=0 -0.000218564 0.00027957 0.000421634 0.00192561 0.00327144 -0.000400632 6.31632e-05 0.000352271 0.00161257 0.000615191 -0.000804651 -0.000696728 -0.000982382 0.000572795 0.0025153 -0.000914068 -0.00141924 -0.00221684 0.000552652 -0.0032135 -0.00257372 -0.000106418
internal_weight=0 2677.4 1311.32 1261.98 242.897 153.874 89.0227 1019.08 913.813 282.532 208.319 135.54 1366.08 1115.16 250.921 108.792 142.13 868.105 465.155 247.055 315.948 258.487 149.207
internal_count=4780 1350 629 598 107 64 43 491 428 117 89 66 721 608 113 46 67 492 283 116 195 154 88
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=24
num_cat=0
split_feature=92 34 109 19 8 28 20 35 40 51 124 24 110 99 90 124 140 68 82 28 18 50 116
split_gain=0.0729589 0.196426 0.361715 0.336066 0.436781 0.440514 0.33389 0.306127 0.387605 0.240192 0.237939 0.510177 0.225231 0.268443 0.314683 0.327293 0.301729 0.422487 0.476071 0.308777 0.305473 0.300741 0.307608
threshold=0.002945306478068233 0.0012745757703669371 0.0066005610860884198 0.00060774214216507982 0.0053125319536775359 0.00017767510871635753 0.00062670491752214741 0.00044738779251929378 0.0020932231564074759 0.0058306583669036635 0.000490355829242617 0.0013986918493174019 0.0025217677466571335 0.00017767510871635753 0.00068727668258361529 0.0033348383149132137 0.01884530205279589 0.0051502294372767219 0.0012357163941487672 0.00046126570669002836 0.0081988852471113222 0.0045489775948226461 0.0012357163941487672
decision_type=2 2 2 2 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 -4 8 -5 12 11 -11 13 21 16 -16 17 18 -15 -19 -20 22 -3
right_child=-2 9 6 4 5 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18 19 20 -21 -22 -23 -24
leaf_value=0.00062936607463548412 0.00015896193900710731 0.0039036385454312172 -0.003785260015607925 -0.0083931728615916669 0.0036808296139377119 -0.0015329210929084759 0.00095422380762072944 -0.001412245064093305 -0.001482783165154186 -0.0033193321573873713 -0.0013677375274710995 0.0010576773818819622 -0.00039282373085456539 -0.0012576662482274923 0.003548296610324984 -0.0013097830874354548 0.0011518665087075601 -0.0043871995665067283 0.00060804046229597181 -0.00082282676188908342 0.0043539971863479519 -0.00071607527752160817 0.0011663784818825961
leaf_weight=485.0904107093811 4112.8517854213715 141.93467438220978 151.93107306957245 41.314162015914917 74.21333909034729 89.217918515205383 49.192398190498352 222.52246379852295 39.879134297370911 82.43314266204834 531.73435807228088 346.04575455188751 997.12474346160889 389.16534423828125 124.49919760227203 48.050142526626587 384.44106578826904 102.59228885173798 427.09266483783722 149.01222229003906 62.371587157249451 136.58492624759674 370.70516526699066
leaf_count=239 2062 59 92 25 28 51 25 133 20 42 321 137 506 236 44 32 150 61 176 80 27 55 179
internal_value=0 -0.000120024 -0.000699349 -0.000292409 -0.00124959 0.000834618 -0.00262604 -0.00237112 -0.00499905 3.55896e-05 -0.000661198 0.000215604 0.000236295 0.000504783 0.000172331 0.00219546 -5.81406e-05 -0.000469716 4.75914e-05 -0.00227621 0.00108538 0.00136877 0.00192424
internal_weight=0 5447.15 1153.36 952.237 467.147 163.431 201.123 303.716 81.1933 4293.79 960.213 428.479 3333.57 2336.45 1687.22 172.549 1514.68 1130.23 878.63 251.605 489.464 649.225 512.64
internal_count=4780 2718 613 496 257 79 117 178 45 2105 500 179 1605 1099 806 76 730 580 439 141 203 293 238
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=24
num_cat=0
split_feature=44 60 72 59 49 137 140 8 141 53 21 20 50 21 43 78 125 26 103 22 8 92 35
split_gain=0.0712931 0.247105 0.558009 0.272184 0.233257 0.277173 0.387677 0.252987 0.327297 0.245897 0.229413 0.233115 0.228929 0.287534 0.425046 0.244466 0.214529 0.253211 0.212164 0.198036 0.194196 0.300996 0.184741
threshold=0.011519505176693203 0.00017767510871635753 0.0084566329605877417 0.0038949446752667431 0.000490355829242617 0.00037263428384903824 0.05109804309904576 0.0053125319536775359 0.007706565549597145 0.015675474889576439 0.00066645268816500913 0.0011615398107096555 0.00087947337306104611 0.0042751494329422721 0.0056525857653468856 0.0031340263085439806 0.0026833302108570938 0.00039601318712811922 0.0022975050378590827 0.0015833032084628942 0.0035485138650983576 0.002945306478068233 0.0026833302108570938
decision_type=2 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 12 -4 5 6 9 8 -7 10 -3 -12 -2 14 15 -14 17 -9 -13 -1 21 -6 -22
right_child=1 4 3 -5 20 7 -8 16 -10 -11 11 18 13 -15 -16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=3.2574941739381505e-06 0.00083723256065313355 -0.002024316769015949 0.003480614319958691 -0.0005608780805755161 -0.00074208015544893367 0.0049277447219723963 0.0046402137713909553 -0.0030722778773216632 0.0010327891156981003 -0.0025134499130188095 0.0018134997164884073 -0.0019852560629176016 -0.00054534447103673838 -0.00050143696484941918 -0.0072110558773792023 -0.0047019709701314246 0.0021791252699800692 0.0015562888979319765 0.0015439093014594403 -0.00094554546152024921 -0.0033616712869360857 0.0042789027290564292 -0.00035780463177153724
leaf_weight=6830.6658005714417 90.360174179077148 83.770579695701599 104.77920949459076 69.156363010406494 83.770579695701599 117.81201243400574 47.610984444618225 58.554457426071167 99.478256702423096 86.494249105453491 251.81965529918671 105.12077689170837 104.97439086437225 181.81380867958069 50.578630566596985 53.35109531879425 135.29628455638885 59.647917747497559 71.587260365486145 598.11825633049011 77.278575897216797 46.371138095855713 151.58950567245483
leaf_count=3454 44 43 43 36 43 39 14 32 41 47 96 57 51 79 28 34 56 23 28 351 46 17 78
internal_value=0 0.000254924 -0.000553326 0.00187373 0.000613556 0.000969846 0.000297733 0.00189267 0.00314458 -4.75452e-05 0.000368788 0.000836603 -0.00143084 -0.00195536 -0.00322075 -0.00194601 0.000819576 -0.000736586 -0.000555535 -7.31341e-05 -0.000495172 0.00104696 -0.00137208
internal_weight=0 2131.22 655.014 173.936 1476.2 1117.19 646.404 470.789 217.29 598.793 512.298 428.528 481.078 390.718 208.904 158.325 253.499 118.202 176.708 7428.78 359.01 130.142 228.868
internal_count=4780 975 315 79 660 476 285 191 80 271 224 181 236 192 113 85 111 55 85 3805 184 60 124
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=24
num_cat=0
split_feature=66 54 96 110 69 106 54 122 78 131 103 126 137 25 50 108 99 37 136 115 142 131 80
split_gain=0.0696415 0.164966 0.317227 0.229889 0.251103 0.235935 0.179788 0.238463 0.225865 0.176888 0.19043 0.200604 0.233808 0.1841 0.193376 0.176385 0.177426 0.174362 0.204736 0.167264 0.159992 0.154696 0.171815
threshold=0.0005375427135732026 0.0045489775948226461 0.0010918468469753864 0.004017772153019906 0.00017767510871635753 0.0084566329605877417 0.00017767510871635753 0.00017767510871635753 0.0092791137285530585 0.0005893622583243997 0.0063990866765379914 0.00082683752407319855 0.0022975050378590827 0.0010585968848317864 0.0028552538715302949 0.015200819820165636 0.00060774214216507982 0.0016331639490090313 0.0011261500185355546 0.0020292587578296666 0.0033348383149132137 0.0037758676335215573 0.0022272822679951791
decision_type=2 2 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 19 4 5 -4 7 8 -2 13 11 12 21 -8 -15 16 -6 18 -13 -3 -5 22 -11
right_child=1 2 3 20 15 -7 9 -9 -10 10 -12 17 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=6.7335607158229744e-05 -0.003359832433691898 -0.0042142037425238251 0.0057163510127853862 0.0013927249314964949 0.0023718405079941299 0.0010583848846466915 -0.0009400794439148835 0.002539477666305941 0.0019393756388864107 -0.002423197953974672 0.0022061775177401985 0.0025147336371844097 0.0013830353361342666 -0.0018071450853312122 -0.0066153289571360078 0.0026236667574880222 -0.00055943444265603166 -0.0019548927919109059 -0.0011181443546146774 -0.00055899269692865153 -0.002364668238579956 -0.0028637000963193343 0.00031961252805367516
leaf_weight=7654.334055185318 48.050142526626587 49.43637490272522 54.298169612884521 42.407622337341309 66.237512230873108 54.444555640220642 114.04367804527283 94.030917882919312 34.578181505203247 105.21836757659912 57.021839022636414 110.03136694431305 66.579079627990723 45.375268459320068 38.785673975944519 88.827555775642395 233.9738529920578 57.314611077308655 59.891894459724426 85.303198099136353 85.351993441581726 189.62328672409058 124.84076499938965
leaf_count=3793 32 35 19 16 24 25 46 33 18 61 23 43 38 30 29 35 118 35 33 52 54 130 58
internal_value=0 -0.000270461 0.000300534 0.000774544 0.00126014 0.00338423 -0.000649476 0.000817444 -0.00114223 -0.000916987 -0.000574311 -0.000796524 -0.00136965 -0.00224914 -0.004023 0.000666426 8.73111e-05 0.000429893 0.00123427 -0.0019001 -0.00111747 -0.00180634 -0.000934822
internal_weight=0 1905.67 760.281 625.541 497.782 108.743 1145.39 176.659 82.6283 968.726 770.521 713.499 486.261 198.205 84.1609 389.039 300.211 227.238 169.923 134.74 127.76 419.682 230.059
internal_count=4780 987 378 291 221 44 609 83 50 526 421 398 287 105 59 177 142 111 76 87 70 249 119
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=24
num_cat=0
split_feature=38 88 38 148 126 120 71 80 58 141 45 117 10 95 122 77 75 109 71 51 8 108 146
split_gain=0.0691193 0.177438 0.0902272 0.361111 0.0862839 0.23282 0.288029 0.195113 0.420679 0.244215 0.274923 0.210634 0.191995 0.263488 0.29164 0.241472 0.186267 0.182374 0.216442 0.175242 0.172469 0.154077 0.254951
threshold=0.021635212935507301 0.0017376682371832433 0.012252715881913902 0.0038949446752667431 0.00057154725072905432 0.0018488886416889729 0.0048403022810816774 0.0098710241727530974 0.0081988852471113222 0.0030382014811038975 0.021960759535431865 0.019431582652032379 0.0020292587578296666 0.0049928687512874612 0.00044738779251929378 0.00044738779251929378 0.001792412775103003 0.0092791137285530585 0.02129978779703379 0.0044099434744566688 0.004017772153019906 0.028884131461381916 0.00899649551138282
decision_type=2 2 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 -1 7 -7 12 9 10 16 -11 -6 21 15 -15 -9 18 -16 -17 -10 -14 -23
right_child=1 -3 3 -5 5 6 -8 8 20 11 -12 -13 13 14 17 19 -18 -19 -20 -21 -22 22 -24
leaf_value=9.4780054855150245e-05 -0.0034534015634193485 0.0010202124943430892 -0.00091329696699276599 0.0049610596010739496 -0.0019308601347932807 -0.0013407755673702239 0.0030656590744363669 -0.0070306819175319519 -0.0062580887820220393 -0.00075797157485002703 0.00029054884824750995 0.0031002003253329424 -0.00016833218049645205 0.0030166853842445024 0.0014918872157675756 -0.002714731617344944 -0.0018568802215941345 0.00053293899538729261 0.0058323733767450796 0.00057083154361665001 -0.0020407931629244248 -0.0029258204651682568 0.0017447558283303815
leaf_weight=6592.6995992660522 47.95255184173584 41.21657133102417 65.19284725189209 43.696264028549194 145.3414785861969 55.977174043655396 109.88498091697693 30.71225643157959 50.627425909042358 75.989934206008911 71.782441735267639 66.188716888427734 1523.285339474678 46.371138095855713 54.444555640220642 81.290886998176575 40.123111009597778 69.107567667961121 60.790173411369324 81.046910285949707 46.517524123191833 121.26761198043823 38.492901921272278
leaf_count=3280 28 21 35 15 91 34 37 21 30 47 36 22 760 17 25 49 30 34 16 39 23 73 17
internal_value=0 -0.00138557 1.30453e-05 0.00144403 -3.59857e-06 -0.000237807 0.00157852 -0.000353526 -0.00139744 -0.00042829 -0.0018902 0.00103813 -0.000174042 -5.10525e-05 0.00111455 -0.000165454 -0.0041001 0.00256374 0.00378164 -0.00107442 -0.00423865 -0.000323262 -0.00180049
internal_weight=0 89.1691 9470.83 108.889 9361.94 2769.24 165.862 2603.38 381.941 284.796 142.618 142.179 2221.44 2076.1 393.051 208.709 70.8354 184.342 115.235 162.338 97.145 1683.05 159.761
internal_count=4780 49 4731 50 4681 1401 71 1330 209 156 87 69 1121 1030 180 105 51 75 41 88 53 850 90
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=24
num_cat=0
split_feature=100 70 146 21 88 131 15 50 44 82 28 140 84 145 44 5 117 77 84 91 5 76 126
split_gain=0.0689366 0.20333 0.233326 0.185201 0.168409 0.130852 0.188714 0.110717 0.0848047 0.0840713 0.285291 0.231407 0.247112 0.42097 0.379695 0.328978 0.283945 0.304158 0.317151 0.228359 0.214212 0.180417 0.216389
threshold=0.034632634371519096 0.034632634371519096 0.00899649551138282 0.001792412775103003 0.00055427959887310873 0.00040826165059115743 0.0087224207818508166 0.0063990866765379914 0.0084566329605877417 0.0070226341485977182 0.0034400182776153092 0.039062514901161201 0.00044738779251929378 0.0062037324532866487 0.00073092587990686308 0.010829726699739696 0.0036604277556762104 0.0011261500185355546 0.0016846025246195497 0.0016331639490090313 0.0014881226234138014 0.00044738779251929378 0.0036604277556762104
decision_type=2 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 6 -5 -4 -7 -1 11 12 14 15 -11 16 -14 18 -18 20 -16 -15 -23
right_child=1 -3 7 4 -6 8 -8 -9 -10 10 -12 -13 13 21 19 -17 17 -19 -20 -21 -22 22 -24
leaf_value=-3.0545647002719094e-05 0.0014707513891139903 -0.0035685586805439986 -3.6779173424769433e-05 -3.4134736555922898e-06 -0.0040986081998918688 -0.0010896901564702442 -0.0039425245857108507 0.0028688083270734244 0.0015217890430335166 -0.0011238257996357985 -0.002135362426055503 -0.0016209770336985552 -0.0047315336741499264 -0.00055839832533079257 0.0057488922891673995 0.0014592625940326358 -0.0063750616426771324 0.00061269948993978196 -0.00026799990819613678 0.0012888342238368052 0.0021940295466890288 0.0043804122085385746 0.00093561415698880594
leaf_weight=7681.7836701869965 67.47735857963562 50.481039881706238 59.696713089942932 58.164094686508179 49.338784217834473 60.936559438705444 63.70902419090271 72.72951602935791 63.465047478675842 97.994433641433716 102.44590282440186 106.11664652824402 62.761949896812439 61.034150123596191 74.018157720565796 109.88498091697693 41.314162015914917 129.94653642177582 43.793854713439941 221.05860352516174 99.136689305305481 87.294937372207642 95.417150259017944
leaf_count=4057 21 24 25 16 31 22 28 21 18 34 55 44 43 26 20 37 25 52 19 73 27 26 36
internal_value=0 -0.000545543 -0.000237572 -0.000892813 -0.00143233 -0.000898162 -0.00206258 0.00155899 0.000242589 3.30448e-05 0.000399717 0.000610902 0.000821677 0.000167032 0.00166151 -0.000856608 -0.00177261 -0.000909067 -0.00323256 0.0023539 0.00371362 0.00179523 0.00258145
internal_weight=0 545.998 495.517 363.091 295.614 246.275 121.873 132.426 124.402 9014 1332.22 1229.77 1123.66 631.448 492.208 387.701 277.817 215.055 85.108 394.213 173.155 243.746 182.712
internal_count=4780 206 182 136 115 84 44 46 40 4574 517 462 418 264 154 176 139 96 44 120 47 88 62
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=24
num_cat=0
split_feature=19 63 143 82 44 78 8 65 18 7 70 17 133 116 32 103 37 136 18 101 57 5 11
split_gain=0.0686808 0.16315 0.151355 0.144395 0.110382 0.22577 0.193562 0.160927 0.258148 0.182077 0.247353 0.163217 0.223878 0.179285 0.161992 0.149039 0.444082 0.2931 0.372194 0.30495 0.378645 0.304016 0.274706
threshold=0.086341444402933135 0.00099512818269431613 0.0070226341485977182 0.0026012937305495147 0.019431582652032379 0.029773407615721229 0.017724351026117805 0.00077738583786413084 0.0037758676335215573 0.00017767510871635753 0.0010918468469753864 0.0013986918493174019 0.0054799309000372895 0.0016846025246195497 0.0023699469165876512 0.00096484774257987748 0.00038414125447161501 0.00038414125447161501 0.0037758676335215573 0.00096484774257987748 0.0010585968848317864 0.00096484774257987748 0.0062037324532866487
decision_type=2 2 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 15 6 7 8 9 10 -6 13 -13 -9 -11 -1 -17 19 -19 21 22 -18 -21
right_child=1 2 -4 -5 5 -7 -8 11 -10 14 -12 12 -14 -15 -16 16 17 18 -20 20 -22 -23 -24
leaf_value=4.1752500022146961e-05 -0.0035939612941685364 0.0023601524230229295 -0.0022061832809878164 -0.0012023011710055678 -0.0012089560623807323 0.0031733267996481487 0.0019995512501143893 0.0019680548117030528 -0.0029526262095965813 -0.00039000012367200357 0.0021149207577675706 0.0037046596122290647 8.1935827687694676e-05 -0.0021166577777846042 -0.0038149749520414084 -0.0019013061485579604 -0.0011448194445156559 0.0017904027122871648 -0.0029333516099621319 -0.0012091437633595448 0.0029133568483932473 0.0044605406679796098 -0.0048846043065349145
leaf_weight=7088.6447620391846 44.037831425666809 67.623744606971741 61.326922178268433 49.094807505607605 84.961630702018738 73.022288084030151 144.31677639484406 45.033701062202454 86.591839790344238 251.16535305976868 164.03676450252533 90.067402124404907 80.998114943504333 66.579079627990723 40.025520324707031 405.28334677219391 50.627425909042358 315.52867949008942 48.050142526626587 139.60136771202087 37.106669545173645 46.322342753410339 79.953449964523315
leaf_count=3641 29 27 38 21 38 33 49 16 51 123 50 32 37 38 26 197 30 124 32 71 14 15 48
internal_value=0 -0.000869012 -0.000195022 0.000861693 2.06677e-05 0.000484725 0.000298416 2.8473e-05 -0.000418191 -1.19236e-05 0.000980769 0.00101886 0.00198933 -0.000468551 -0.000860779 -4.30142e-05 -0.000578333 0.000169278 0.00116612 -0.000855659 -0.00175809 0.00153341 -0.00254761
internal_weight=0 222.083 178.045 116.719 9337.92 1126.8 1053.78 909.459 626.781 540.189 248.998 282.678 171.066 111.613 291.191 8211.12 1122.47 717.19 363.579 353.611 256.661 96.9498 219.555
internal_count=4780 115 86 48 4665 493 460 411 288 237 88 123 69 54 149 4172 531 334 156 178 133 45 119
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=24
num_cat=0
split_feature=64 26 95 126 145 108 99 99 102 69 117 37 79 47 148 11 117 147 32 40 95 116 40
split_gain=0.0679378 0.22299 0.300385 0.104993 0.211044 0.491687 0.222379 0.328905 0.202616 0.209889 0.182982 0.16741 0.287787 0.160066 0.354111 0.255571 0.167726 0.223271 0.250925 0.175843 0.160534 0.146943 0.139387
threshold=0.000490355829242617 0.00050559637020342063 0.00244467705488205 0.0013146653072908523 0.010500331409275534 0.0098710241727530974 0.0068083447404205808 0.004017772153019906 0.00096484774257987748 0.00039601318712811922 0.00747153488919139 0.00038414125447161501 0.0049928687512874612 0.040252277627587325 0.0060143163427710542 0.0010263677686452868 0.0031340263085439806 0.0027679565828293566 0.00055427959887310873 0.00017767510871635753 0.00057154725072905432 0.0019672545604407792 0.00017767510871635753
decision_type=2 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 22 5 11 7 13 -7 -10 -11 12 -5 16 20 -16 19 18 -18 -6 -15 -19 -1
right_child=1 2 -4 4 6 8 -8 -9 9 10 -12 -13 -14 14 15 -17 17 21 -20 -21 -22 -23 -24
leaf_value=0.00055982635054564495 6.6116814494135008e-05 0.00039000890117077105 0.006160826869633873 -0.0054074701974983607 -0.0025500678313209479 0.0035044625383975855 0.0025129353619898344 -0.004265394417139752 -0.0030177474986022345 0.0020234290860760202 -0.00095229632391182579 -0.0013966005626000876 -0.0010116196153423869 -0.0053378795992109207 0.0033526454680413926 -0.0014368657852554287 0.0048486679086367666 0.0016201829893808476 0.00065593128168084369 0.0010132388968688113 -0.0013439213558485855 -0.0021958900279211969 -4.6152280052495979e-05
leaf_weight=1110.7004308700562 413.67836892604828 54.542146325111389 38.444106578826904 86.640635132789612 63.806614875793457 46.371138095855713 88.778760433197021 45.277677774429321 49.338784217834473 108.84031593799591 98.336001038551331 239.51878249645233 65.290437936782837 44.086626768112183 56.97304368019104 54.493350982666016 74.066953063011169 51.672090888023376 68.863590955734253 75.69716215133667 58.603252768516541 49.289988875389099 6516.6897022724152
leaf_count=479 272 29 15 53 32 17 33 26 31 48 48 130 39 31 21 27 22 19 24 35 34 29 3286
internal_value=0 0.000563431 0.00277589 -3.15321e-05 -0.000425339 -0.00104973 0.000167246 -0.000156708 0.000462879 -8.69592e-05 0.000611004 -0.00222013 -0.00351841 0.000154615 -0.000940325 0.00101116 0.000766222 0.00155716 0.00282862 -0.000616556 -0.0030586 -0.000242835 4.20903e-05
internal_weight=0 506.665 92.9863 9053.34 1425.95 694.336 731.609 642.83 302.886 256.515 207.176 391.45 151.931 597.553 214.156 111.466 383.396 243.893 142.931 139.504 102.69 100.962 7627.39
internal_count=4780 316 44 4464 699 366 333 300 144 127 96 222 92 274 113 48 161 94 46 67 65 48 3765
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=24
num_cat=0
split_feature=65 108 106 125 99 92 50 71 32 144 11 132 71 8 72 141 125 32 79 77 94 102 37
split_gain=0.0672709 0.208798 0.144531 0.0756066 0.149765 0.206429 0.257241 0.20491 0.245423 0.28109 0.198068 0.146041 0.113464 0.0938045 0.232518 0.10809 0.220008 0.171538 0.28409 0.399609 0.251305 0.255769 0.2519
threshold=0.10820819064974786 0.0060143163427710542 0.0019071503775194289 0.027182282879948619 0.00060774214216507982 0.088838413357734694 0.021960759535431865 0.017724351026117805 0.002945306478068233 0.0017376682371832433 0.0022272822679951791 0.0026012937305495147 0.001792412775103003 0.033603202551603324 0.0033348383149132137 0.0005893622583243997 0.015200819820165636 0.00062670491752214741 0.00017767510871635753 0.0046923852059990176 0.0012745757703669371 0.0016846025246195497 0.00075379351619631063
decision_type=2 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 13 12 6 7 8 9 10 -6 -10 -5 15 -15 16 17 18 19 -1 21 -20 -22
right_child=1 -3 -4 4 5 -7 -8 -9 11 -11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 22 -23 -24
leaf_value=0.00054190744945665614 -0.0021832153571403139 -0.0048356408163126342 0.0018889232608911193 4.0945346471720849e-05 0.0020239438740908195 -0.0024600405646282349 0.0039382719725740128 -0.0024849144186813469 -0.00076353299071446634 -0.00057741904725578481 0.0062413006372209739 0.0027111009478025484 -0.0037424963828421934 0.0028098863544482092 -0.00087824362443089015 -0.00013328569916902286 -0.0031781064994215653 0.0013308921108227199 -0.003496394035775033 0.0055635958348037385 -0.00098304049694260221 -0.0005327848848677082 0.0017189900980559643
leaf_weight=601.92651629447937 40.074315667152405 29.423614740371704 47.757370471954346 51.916067600250244 62.371587157249451 42.651599049568176 71.392078995704651 45.326473116874695 159.76051390171051 50.676221251487732 50.285858511924744 37.301850914955139 32.049693465232849 93.982122540473938 78.372036218643188 6938.656632900238 44.086626768112183 382.44932651519775 115.86906850337982 42.407622337341309 178.33824634552002 195.87131381034851 167.05320596694946
leaf_count=238 28 22 20 29 27 26 20 28 90 32 16 22 22 31 37 3521 31 176 67 16 98 117 66
internal_value=0 -0.00119025 3.09586e-05 1.47799e-05 0.000556133 0.000872653 0.00117058 0.000683567 0.00108206 0.00251525 0.00390641 -0.000105821 -0.00140319 -2.21962e-05 0.00113284 -4.51664e-05 0.00030867 0.000399957 0.000126392 0.000872416 -0.000605102 -0.00163431 0.000323833
internal_weight=0 117.255 87.8317 9442.74 603.732 519.766 477.115 405.723 360.396 163.334 112.657 197.062 83.9658 8839.01 172.354 8666.66 1728 1683.92 1301.47 644.334 657.132 311.74 345.391
internal_count=4780 70 48 4710 312 261 235 215 187 75 43 112 51 4398 68 4330 809 778 602 254 348 184 164
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=24
num_cat=0
split_feature=119 120 112 87 31 145 71 150 133 14 42 43 82 135 31 3 82 88 34 145 45 148 119
split_gain=0.0670869 0.239043 0.32877 0.328493 0.27714 0.248868 0.235218 0.178918 0.190538 0.181295 0.160094 0.15234 0.210099 0.277191 0.268263 0.226762 0.15456 0.223335 0.168987 0.154048 0.237637 0.211898 0.127754
threshold=0.00044738779251929378 0.00068727668258361529 0.0033348383149132137 0.00017767510871635753 0.0068083447404205808 0.0014427106943912806 0.0033348383149132137 0.007706565549597145 0.0070226341485977182 0.00070876078098081063 0.0068083447404205808 0.0011261500185355546 0.0015833032084628942 0.0020932231564074759 0.00052132029668428015 0.00017767510871635753 0.00047558375808876013 0.0012745757703669371 0.00899649551138282 0.010500331409275534 0.0035485138650983576 0.0045489775948226461 0.0003614811430452392
decision_type=2 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 11 -4 5 -3 -7 8 9 -8 -9 16 14 19 -13 -15 18 -18 -2 20 -14 -21 -1
right_child=1 4 3 -5 -6 6 7 10 -10 -11 -12 12 13 15 -16 -17 17 -19 -20 21 -22 -23 -24
leaf_value=1.2137697642771652e-05 -0.0012775282448163235 -0.0012285164229721857 -0.00088913731544119413 -0.0069678687365435782 -0.0020655538517322875 -0.00080660275580372127 0.0034561871863081003 0.0027690002452323038 0.0047220129802934378 -0.0001526124653848254 -0.00084024842366043804 0.0033436819142567105 0.0018633120352279286 -0.0051673081369379495 -0.0013995149349050426 -0.00057112987105919697 -0.0039987260196427867 -0.00070278526410705658 0.0031503265182174266 -0.0010257684966244276 -0.0023323149793999381 0.0032961387978883922 0.00091951715847905932
leaf_weight=7590.2147054672241 61.42451286315918 115.67388713359833 47.903756499290466 41.460548043251038 95.90510368347168 97.291336059570312 71.538465023040771 48.997216820716858 83.429012298583984 67.770130634307861 82.384347319602966 87.441323399543762 52.960732579231262 50.578630566596985 45.228882431983948 57.168225049972534 92.185564637184143 116.16184055805206 33.191949129104614 46.46872878074646 93.035048246383667 72.778311371803284 408.80770444869995
leaf_count=3802 42 59 26 31 56 59 26 17 29 33 40 32 18 28 24 29 65 79 15 21 46 23 180
internal_value=0 -0.000299834 -0.000831486 -0.00370936 0.000420264 0.000840665 0.00137089 0.00196914 0.0028323 0.0017006 0.000505779 -0.00051344 1.77752e-05 -0.000590068 0.00172667 -0.00272867 -0.00140006 -0.00216111 0.000275786 0.000278675 -0.000810329 0.00161196 5.85113e-05
internal_weight=0 1560.98 897.988 89.3643 662.989 567.084 451.411 354.119 222.738 139.309 131.382 808.624 505.66 372.99 132.67 107.747 302.964 208.347 94.6165 265.243 145.996 119.247 7999.02
internal_count=4780 798 479 57 319 263 204 145 88 59 57 422 221 165 56 57 201 144 57 108 64 44 3982
is_linear=0
shrinkage=0.05


Tree=246
num_leaves=24
num_cat=0
split_feature=108 77 29 19 95 82 63 72 50 25 23 104 44 77 19 47 95 102 72 68 46 61 60
split_gain=0.0678382 0.159375 0.194712 0.106194 0.084973 0.179775 0.236643 0.163585 0.181848 0.126709 0.115057 0.0971151 0.0922985 0.273251 0.304729 0.348296 0.309448 0.325697 0.332802 0.293941 0.285681 0.28986 0.27888
threshold=0.079227816313505187 0.00096484774257987748 0.0036604277556762104 0.0013986918493174019 0.034632634371519096 0.0020292587578296666 0.00099512818269431613 0.0014881226234138014 0.021960759535431865 0.00090704852482303988 0.0072436286136507997 0.0025217677466571335 0.011519505176693203 0.00068727668258361529 0.0026012937305495147 0.011519505176693203 0.0016846025246195497 0.00042089859198313212 0.00244467705488205 0.0068083447404205808 0.0013560238294303419 0.0011615398107096555 0.00017767510871635753
decision_type=2 2 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 12 7 -7 8 11 -8 -9 -6 -1 20 -15 16 17 -16 -19 -18 21 -14 -22
right_child=1 -3 3 -5 5 6 9 10 -10 -11 -12 -13 13 14 15 -17 19 18 -20 -21 22 -23 -24
leaf_value=-3.483710621992321e-05 0.003087922160166668 -0.0025080106567013311 -0.0029670421524004499 0.00067852988617936739 -0.0045578299051289841 -0.0050396529253913819 0.0010806094720908772 0.0028404070367676801 0.0014541176817580747 -0.0025618793150423255 -0.00023163314839839421 -0.0009488034539453388 0.0023690803186661976 -0.0024041570322524911 -0.0012319024364693927 0.0026945616224852212 0.00010568780106352453 0.0051324552079907958 0.0013775247033753013 -0.0040305898222556752 -0.0028341133556868039 -0.00078564612277024068 -0.00030852484326805062
leaf_weight=6975.157795548439 41.021389961242676 88.124458193778992 40.074315667152405 39.830338954925537 36.013209223747253 46.615114808082581 48.997216820716858 65.095256567001343 41.021389961242676 46.566319465637207 57.314611077308655 38.639287948608398 157.5935560464859 68.014107346534729 82.335551977157593 247.75854885578156 401.36862635612488 78.079264163970947 241.60811245441437 48.09893786907196 153.07332873344421 135.34507989883423 382.25414514541626
leaf_count=3564 13 60 28 18 23 27 17 31 13 25 35 23 55 43 38 91 198 25 108 34 85 58 168
internal_value=0 -0.000890801 0.000287736 -0.00114982 1.99148e-05 -0.000712157 -0.00211899 0.000127971 -0.00122027 -0.000694307 0.00140202 -0.00268984 5.09469e-05 0.000350796 0.000843655 0.00104461 0.000564519 0.00157237 0.00229462 -0.000336948 -0.000343783 0.000911517 -0.0010307
internal_weight=0 209.051 120.926 79.9047 9350.95 380.262 142.179 238.084 115.674 95.5635 122.41 74.6525 8970.69 1995.53 1167.26 1099.25 851.49 402.023 319.687 449.468 828.266 292.939 535.327
internal_count=4780 119 59 46 4661 194 69 125 59 42 66 46 4467 903 537 494 403 171 133 232 366 113 253
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=24
num_cat=0
split_feature=127 35 3 47 80 51 140 3 30 37 107 1 88 107 50 25 107 117 118 73 58 116 115
split_gain=0.0669432 0.233361 0.292811 0.185235 0.0974748 0.0844419 0.240373 0.281087 0.315562 0.342748 0.304471 0.310621 0.456581 0.307065 0.345406 0.469537 0.354485 0.313047 0.444654 0.280956 0.271678 0.268281 0.265919
threshold=0.062805486842989935 0.0010585968848317864 0.00038414125447161501 0.00747153488919139 0.0016846025246195497 0.0011261500185355546 0.076978169381618514 0.0018488886416889729 0.0037758676335215573 0.00066645268816500913 0.00017767510871635753 0.00244467705488205 0.00017767510871635753 0.0021592099219560628 0.26590165495872503 0.014293605927377941 0.00244467705488205 0.0036604277556762104 0.00096484774257987748 0.00050559637020342063 0.004017772153019906 0.0063990866765379914 0.0063990866765379914
decision_type=2 2 2 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 6 7 10 9 -9 11 12 -1 17 15 16 -15 -12 -19 -8 -18 -22 -14
right_child=1 3 -4 -5 -6 -7 19 8 -10 -11 13 -13 22 14 -16 -17 20 18 -20 -21 21 -23 -24
leaf_value=0.0028626890295997956 0.00060414694867831457 -0.00072986054778342705 0.0055173887694423334 0.0014548991271259993 -0.0043917553528955372 9.0740063622995885e-05 -6.4895195565677403e-05 0.0040649323144226869 -0.00010252566284826251 -0.00044002966784292851 -0.00061326337875821236 -0.0026884805341123212 -0.0051085236955772835 0.0025854773340648436 0.0037447826064481958 0.0026614852523760188 -0.0019607547810894591 -0.0015934570077562171 -0.0055344554024693163 0.0032787875452228981 -3.0719787793346787e-05 -0.0028359132617070178 0.0012702543412317256
leaf_weight=186.91958010196686 92.839866876602173 39.879134297370911 45.033701062202454 54.298169612884521 33.387130498886108 5945.9057307243347 163.43125760555267 111.46639466285706 475.20047247409821 67.965312004089355 356.23733460903168 50.578630566596985 33.435925841331482 72.924697399139404 48.948421478271484 106.31182789802551 458.07773053646088 251.06776237487793 100.11259615421295 102.05554008483887 633.48825633525848 98.482387065887451 31.952102780342102
leaf_count=73 38 20 16 19 23 2979 79 48 318 41 178 28 25 29 15 52 262 119 67 39 240 54 18
internal_value=0 0.000782938 0.00220896 -0.00075833 -0.00239857 -2.23595e-05 -0.00022318 -0.000347488 0.000572041 0.00235854 -0.000595355 0.000887766 0.00160467 -0.000806687 -0.000382259 -0.00052979 -0.000798419 -0.00165758 -0.00271694 0.00122045 -0.00100578 -0.000408142 -0.00199151
internal_weight=0 265.438 137.874 127.564 73.2663 9294.56 3348.66 3083.17 654.632 179.432 2428.54 302.886 252.308 2125.65 1418.23 1369.28 1262.97 707.418 351.18 265.487 1190.05 731.971 65.388
internal_count=4780 116 54 62 43 4664 1685 1567 407 89 1160 144 116 1016 652 637 585 364 186 118 556 294 43
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=24
num_cat=0
split_feature=8 23 17 62 40 117 125 81 52 143 85 100 35 94 125 66 98 133 133 133 145 61 102
split_gain=0.0662445 0.218284 0.163561 0.276557 0.382438 0.262502 0.296444 0.367073 0.225891 0.182634 0.196634 0.178267 0.350769 0.175575 0.174794 0.173221 0.186937 0.217399 0.197729 0.162041 0.239084 0.42291 0.316556
threshold=0.0066005610860884198 0.00044076706399209803 0.00077738583786413084 0.00085274505545385193 0.0011980500421486797 0.066585760563611998 0.0036604277556762104 0.0021592099219560628 0.0037758676335215573 0.002945306478068233 0.00080172589514404546 0.00017767510871635753 0.0014427106943912806 0.0033348383149132137 0.001792412775103003 0.00047558375808876013 0.00043393640953581786 0.0042751494329422721 0.0079489401541650313 0.0042751494329422721 0.00044738779251929378 0.0010263677686452868 0.00017767510871635753
decision_type=2 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 5 -5 6 11 -8 9 -6 -11 -3 -13 -14 -10 16 -9 -18 -19 -1 21 -21 -22
right_child=1 2 -4 4 8 -7 7 15 14 10 -12 12 13 -15 -16 -17 17 18 -20 20 22 -23 -24
leaf_value=-0.00010439116479228864 0.0025108887287433983 0.00058761848347512044 -0.00066715275214988487 -0.0019652183882258806 0.00095030024266800923 0.0032375367516531348 0.0033975204281110833 -0.0029151205932742164 0.0017952739211282377 0.0020244451787799502 0.0055255471706829786 -0.0057183153572593765 -0.00337920443706341 7.5173368649469112e-05 -0.0025743241394560641 -0.0034901460999317794 0.0039089198482514312 -0.0027106410173798612 0.00050918319524934248 0.00036704617525162636 -0.0008135787861364048 -0.0034726333422730061 0.00083830602909379371
leaf_weight=4326.4225155115128 71.684851050376892 54.542146325111389 1352.7565711736679 80.998114943504333 104.73041415214539 46.273547410964966 71.636055707931519 52.160044312477112 47.708575129508972 87.392528057098389 74.115748405456543 64.001796245574951 61.42451286315918 91.697611212730408 43.989036083221436 42.749189734458923 37.155464887619019 59.989485144615173 232.39243924617767 224.75817978382111 342.81416893005371 105.31595826148987 1883.2910084724426
leaf_count=2151 32 29 713 37 41 13 30 39 18 30 24 40 42 45 27 30 16 37 107 117 166 65 931
internal_value=0 -0.000211026 -0.000285908 0.000125704 0.00113731 -0.000419772 -0.000640204 8.68592e-05 0.00183939 0.00257655 0.00363109 -0.00196788 -0.00260982 -0.00131054 -0.000300903 -0.000471898 -0.000133862 0.000306363 -0.000151444 8.20911e-05 0.000397719 -0.000858071 0.00058392
internal_weight=0 2677.4 2605.71 1252.96 438.934 814.022 767.749 496.083 357.936 266.239 161.508 271.666 217.124 153.122 91.6976 424.447 381.697 329.537 292.382 6882.6 2556.18 330.074 2226.11
internal_count=4780 1350 1318 605 177 428 415 259 140 95 54 156 127 87 45 229 199 160 144 3430 1279 182 1097
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=24
num_cat=0
split_feature=64 25 40 93 123 67 148 38 81 91 106 73 149 113 5 97 77 8 24 11 118 99 19
split_gain=0.061977 0.183718 0.262392 0.288694 0.111168 0.0928004 0.287834 0.322381 0.305797 0.391096 0.3104 0.310648 0.263766 0.259365 0.316403 0.258206 0.256765 0.445191 0.278098 0.324584 0.299821 0.291935 0.270977
threshold=0.000490355829242617 0.0032328735105693345 0.0017376682371832433 0.0017376682371832433 0.0019672545604407792 0.00017767510871635753 0.017188700847327713 0.00044738779251929378 0.0035485138650983576 0.00017767510871635753 0.020035739988088611 0.00899649551138282 0.00060774214216507982 0.00093549740267917525 0.0084566329605877417 0.0022975050378590827 0.0035485138650983576 0.010829726699739696 0.0044099434744566688 0.00044738779251929378 0.010829726699739696 0.0019672545604407792 0.0026012937305495147
decision_type=2 2 2 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 15 8 12 -10 11 -11 -8 -14 -15 16 18 -18 20 -20 21 -1 -23
right_child=1 -3 3 -5 -6 -7 7 -9 9 10 -12 -13 13 14 -16 -17 17 -19 19 -21 -22 22 -24
leaf_value=-0.00021107196488756634 -0.0022530167087158959 -0.00013550457700005973 0.0010635730264440238 0.0066117298147976046 0.0016034107121924647 -0.00021022541318226745 -0.0024393924216590357 -0.0015532825893634487 0.0058905026378818998 0.0014162229268854019 -0.0022904621449157717 0.0054825472635402104 0.0037348725340682672 -0.0014713320824891727 0.0029655601903826028 -0.0020232274649689859 0.0012114075589610383 -0.0035328377964537029 -0.0040503868932980002 -0.00065804458250088085 -0.0025482001127615332 0.0021007802389895703 0.00025161972364797929
leaf_weight=1549.1269314289093 37.44823694229126 337.63963937759399 50.529835224151611 43.745059370994568 37.301850914955139 3995.5365961790085 77.473757266998291 114.58042681217194 59.599122405052185 300.06497919559479 46.517524123191833 55.684401988983154 60.936559438705444 123.74730467796326 59.501531720161438 161.48831367492676 675.97350656986237 53.35109531879425 78.518422245979309 691.58359289169312 103.78333985805511 316.67093515396118 529.19700026512146
leaf_count=689 28 223 26 17 22 2151 54 68 21 136 23 22 22 67 17 107 313 34 43 307 56 117 217
internal_value=0 0.000538146 0.00188381 0.00363801 -0.000328579 -3.0117e-05 0.000112164 0.000923924 0.00128618 0.00211051 0.00155047 0.00205271 0.000102541 0.000909032 -3.06578e-05 -6.31002e-05 1.60698e-05 0.00086436 -0.000173193 -0.00100392 8.28303e-05 0.000196842 0.000943897
internal_weight=0 506.665 169.025 94.2749 74.7501 9053.34 5057.8 898.106 783.525 461.866 402.267 355.749 321.659 244.185 183.249 4159.69 3998.2 729.325 3268.88 770.102 2498.78 2394.99 845.868
internal_count=4780 316 93 43 50 4464 2313 430 362 202 181 158 160 106 84 1883 1776 347 1429 350 1079 1023 334
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=24
num_cat=0
split_feature=19 63 4 112 71 122 38 82 93 87 125 100 150 34 106 11 112 39 96 91 100 85 4
split_gain=0.0625262 0.142815 0.133233 0.133685 0.0919626 0.0751827 0.184956 0.233444 0.0861434 0.206897 0.257749 0.209403 0.255373 0.185727 0.179935 0.572781 0.276297 0.176985 0.243483 0.350781 0.275459 0.262403 0.253237
threshold=0.086341444402933135 0.00099512818269431613 0.00087947337306104611 0.00046126570669002836 0.012636432424187662 0.0098710241727530974 0.000490355829242617 0.00073092587990686308 0.000490355829242617 0.0058306583669036635 0.0048403022810816774 0.00070876078098081063 0.0053125319536775359 0.0053125319536775359 0.044033329933881767 0.0019071503775194289 0.0021592099219560628 0.00244467705488205 0.00080172589514404546 0.000490355829242617 0.013032016810029747 0.00046126570669002836 0.00068727668258361529
decision_type=2 2 2 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 -3 8 7 -7 9 17 11 -11 13 -13 -10 -16 -17 18 20 21 22 -20 -1
right_child=1 2 3 -5 -6 6 -8 -9 14 10 -12 12 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24
leaf_value=7.0194988907505538e-05 -0.0033786443494178129 0.0024701257806222145 -0.003504194028974113 0.00071970356581495915 -0.00055191158424661027 -0.0027346780115215744 -0.0033731229364110621 0.0012464901658612497 -1.4883007452931209e-05 -2.635014784710697e-05 -0.0018331727013452745 0.0065637130599671802 8.6011494153845569e-05 0.0026864407359139999 -0.0045934641879251158 -0.0014904721014126641 0.0026750373047582272 -0.00050735700818835749 0.0049278294154122991 0.00050822267509356559 0.0030220934278967835 0.00070953488116655698 -0.0017855644669146399
leaf_weight=653.65627229213715 44.037831425666809 51.72088623046875 45.375268459320068 31.903307437896729 49.046012163162231 54.68853235244751 56.025969386100769 112.70624101161957 5566.0736131668091 79.855859279632568 49.43637490272522 51.623295545578003 51.818476915359497 76.888213157653809 89.413099884986877 87.734095454216003 72.875902056694031 819.59605515003204 84.766449332237244 1048.8655924797058 60.887764096260071 65.241642594337463 255.76320827007294
leaf_count=367 29 21 30 16 19 35 36 45 2695 44 35 17 25 30 59 44 27 495 30 474 20 37 150
internal_value=0 -0.000829162 -0.000198572 -0.00176042 0.000999217 1.97199e-05 -0.000886448 -5.41732e-05 4.19325e-05 0.000246049 0.00147639 0.00210522 0.00304915 0.00424395 -7.38253e-05 -0.00138601 0.000399605 0.000118592 0.000355099 0.000831667 -0.00023373 0.00309321 -0.000451715
internal_weight=0 222.083 178.045 77.2786 100.767 9337.92 223.421 167.395 9114.5 3298.4 309.622 260.186 180.33 128.512 5816.1 250.023 160.61 2988.78 2169.18 1198.87 970.307 150.008 909.419
internal_count=4780 115 86 46 40 4665 116 80 4549 1724 151 116 72 47 2825 130 71 1573 1078 541 537 67 517
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=24
num_cat=0
split_feature=136 29 135 95 27 68 103 109 37 148 5 29 19 42 50 18 136 102 104 93 142 15 93
split_gain=0.0627136 0.113996 0.316048 0.293605 0.263481 0.145698 0.0845009 0.225211 0.300047 0.450169 0.257733 0.263152 0.213679 0.213297 0.206688 0.192337 0.449906 0.332503 0.209146 0.203745 0.193955 0.184523 0.170424
threshold=0.013032016810029747 0.074787221848964705 0.00085274505545385193 0.0011261500185355546 0.0011980500421486797 0.0092791137285530585 0.00096484774257987748 0.011519505176693203 0.00038414125447161501 0.0016331639490090313 0.00017767510871635753 0.0036604277556762104 0.0019672545604407792 0.0035485138650983576 0.00899649551138282 0.0026833302108570938 0.0003614811430452392 0.00042089859198313212 0.0033348383149132137 0.0058306583669036635 0.011519505176693203 0.0051502294372767219 0.013032016810029747
decision_type=2 2 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 5 -3 -1 8 9 21 11 -11 14 -12 -9 16 17 19 -18 -10 -17 -8 -14
right_child=-2 2 3 -5 -6 -7 7 12 15 10 13 -13 22 -15 -16 20 18 -19 -20 -21 -22 -23 -24
leaf_value=8.0568808770207861e-05 0.0012754380458099802 -0.0068540282318319823 0.0031548973463760262 -0.0020931774602934504 0.00036285936977775994 -0.0026708546110986216 -0.0016532840481786268 0.0001992197881641566 0.0023496250067608785 -0.0044076806404516004 -0.0031128585366250023 0.00026102450634598733 0.0018776943448506646 -0.0081171234458439091 -0.0050498682029209846 -0.0025981883732023817 0.0036843022784510495 -0.0028564211978060316 0.00065989386089554544 -0.0016647897189895099 0.0016597126956930969 0.0016998151292843802 -0.00049017752977891231
leaf_weight=7772.5453001260757 95.417150259017944 34.724567532539368 62.22520112991333 46.615114808082581 45.180087089538574 51.964862942695618 79.563087224960327 51.867272257804871 78.176854848861694 57.314611077308655 43.940240740776062 63.757819533348083 245.13247013092041 41.314162015914917 29.374819397926331 118.64153325557709 102.05554008483887 127.80841112136841 129.94653642177582 53.058323264122009 34.529386162757874 84.71765398979187 110.1289576292038
leaf_count=3956 36 24 21 27 22 31 32 27 29 35 25 30 91 25 20 73 39 72 52 22 16 28 47
internal_value=0 -1.28583e-05 -0.00108703 0.000907204 -0.002733 -0.00434648 1.51737e-05 -0.000335048 -0.000743537 -0.00187705 -0.003432 -0.0019491 0.000614646 -0.00553792 -0.0016987 -9.1443e-05 0.000391074 -0.00104121 0.0019903 0.000726599 -0.00163833 7.58699e-05 0.00114367
internal_weight=0 9464.58 240.71 108.84 131.87 86.6894 9223.87 1451.33 1014.82 370.608 206.327 121.072 436.504 85.2544 81.2421 644.217 491.046 259.044 232.002 131.235 153.171 164.281 355.261
internal_count=4780 4744 125 48 77 55 4619 663 478 175 115 65 185 50 47 303 214 123 91 51 89 60 138
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=24
num_cat=0
split_feature=33 7 78 80 61 84 29 27 88 28 144 3 1 61 141 17 80 117 75 26 134 19 33
split_gain=0.0600037 0.199863 0.26291 0.29752 0.262521 0.196816 0.268614 0.187813 0.269326 0.296206 0.27419 0.323509 0.320398 0.24637 0.181258 0.171249 0.180561 0.150903 0.146718 0.14326 0.142838 0.14163 0.308735
threshold=0.011519505176693203 0.0012357163941487672 0.0058306583669036635 0.0012357163941487672 0.0011615398107096555 0.00037263428384903824 0.0041444667149335155 0.00043393640953581786 0.0014881226234138014 0.00017767510871635753 0.00070876078098081063 0.00038414125447161501 0.0016331639490090313 0.0019071503775194289 0.0013986918493174019 0.0013986918493174019 0.0012357163941487672 0.014293605927377941 0.0015349716995842757 0.020658296532928947 0.0005893622583243997 0.0054799309000372895 0.0098710241727530974
decision_type=2 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 7 18 -4 -5 -6 -7 14 10 -10 12 -12 15 -14 17 16 -9 -2 -3 21 -8 22 -1
right_child=1 2 3 4 5 6 20 8 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00015912612788374094 0.002649892672958282 -0.0045093331245074347 -0.0035472908347871594 0.0037222031932687191 -0.0032872371595492459 0.0032742755043074084 -0.0027123319748821872 0.00070118008397049021 0.0021198363032206877 -0.0029172203873296704 0.00082506338561130093 0.0053365083362626299 0.00045263699333601974 -0.0039072564131357665 -0.0019858322915692703 -3.5756501322712843e-05 0.0034885435189771167 -0.00071224007375107908 -0.0012041183192710431 -0.0030958337693168 0.0014349827965966745 -0.00035661416006940689 -0.0022569575711614059
leaf_weight=5400.1715326309204 58.261685371398926 41.362957358360291 40.074315667152405 68.961181640625 34.675772190093994 66.335102915763855 49.387579560279846 94.030917882919312 46.419933438301086 78.616012930870056 72.973492741584778 87.246142029762268 90.164992809295654 50.578630566596985 112.70624101161957 99.380666017532349 152.04862654209137 78.128059506416321 178.33824634552002 38.541697263717651 35.818027853965759 2450.2378875017166 135.54026126861572
leaf_count=2730 20 27 28 28 22 28 33 33 19 47 31 24 36 28 45 37 43 27 98 19 15 1296 66
internal_value=0 0.00028636 -0.000516693 0.00045787 0.00108686 0.000110917 0.000888488 0.000691566 0.00107699 -0.0010472 0.00148787 0.00328173 0.000896734 -0.00111417 -0.000502113 0.00171599 0.00242345 0.000723964 -0.00182639 -5.47958e-05 -0.000968918 -4.01192e-05 9.9969e-05
internal_weight=0 1535.51 514.953 295.252 255.178 186.216 151.541 1020.56 771.459 125.036 646.423 160.22 486.204 140.744 249.096 345.46 246.08 136.39 219.701 8024.49 85.2056 7985.95 5535.71
internal_count=4780 669 279 154 126 98 76 390 298 66 232 55 177 64 92 113 76 47 125 4111 48 4092 2796
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=24
num_cat=0
split_feature=119 33 73 60 150 103 19 101 119 10 128 101 8 38 96 128 141 53 87 63 80 109 117
split_gain=0.0618991 0.15957 0.180238 0.293263 0.218071 0.194361 0.180596 0.178413 0.204569 0.152067 0.193862 0.18152 0.148803 0.251771 0.221172 0.1562 0.134318 0.121049 0.242432 0.413994 0.436311 0.386801 0.28101
threshold=0.00044738779251929378 0.017724351026117805 0.00087947337306104611 0.0045489775948226461 0.0046923852059990176 0.0032328735105693345 0.010180860292166473 0.0030382014811038975 0.0010585968848317864 0.014740333426743748 0.00070876078098081063 0.0030382014811038975 0.00244467705488205 0.0005893622583243997 0.00093549740267917525 0.00017767510871635753 0.00017767510871635753 0.0056525857653468856 0.00062670491752214741 0.00085274505545385193 0.0019672545604407792 0.029773407615721229 0.012636432424187662
decision_type=2 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 6 9 12 -9 10 -4 -11 14 -14 16 -15 -2 18 21 20 22 -1 -20
right_child=1 -3 5 4 -6 -7 -8 8 -10 11 -12 -13 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=9.2063933115465649e-05 0.00085869398856379159 0.0014284306268969363 -0.0044608314500038633 -0.0068055063121080679 -0.001480043592359404 0.0025356186286667783 0.0015793000594872737 -0.0046379682133497642 -0.00033070211581915916 -0.00047129628333911038 -0.0007799742119432518 0.0024139727909572649 -0.0037927597796221023 0.001959675167293522 0.0017769101450518653 -0.0020290203929679918 -0.0026900017226651075 0.00030110232876759483 -0.0004341715008507617 -0.00015391679392081706 -0.0056340796586315748 0.0035178370467296959 -0.0037945143438436282
leaf_weight=2834.1909998655319 46.46872878074646 124.59678828716278 40.074315667152405 36.062004566192627 41.167775988578796 71.587260365486145 120.92604458332062 54.590941667556763 55.684401988983154 179.8220694065094 333.13937485218048 78.225650191307068 65.33923327922821 55.684401988983154 151.15034759044647 43.891445398330688 62.566768527030945 3094.0552401542664 266.16993248462677 1571.8234354257584 66.725465655326843 84.864040017127991 81.193296313285828
leaf_count=1426 21 48 28 25 19 28 59 31 22 105 200 31 41 22 60 23 35 1475 146 812 44 34 45
internal_value=0 -0.000288007 -0.000436897 -0.00108639 -0.00396674 4.61009e-05 -0.000190832 -0.000670887 -0.00246298 -0.000529923 -0.00117521 0.000403356 -0.000206001 -0.00138101 0.000538762 0.000201522 -0.00117762 5.62035e-05 -9.82788e-05 -0.000524454 -0.00193096 0.00019166 -0.00121962
internal_weight=0 1560.98 1436.38 612.606 77.2298 823.775 752.187 535.376 110.275 631.261 373.214 258.048 425.101 164.915 260.186 99.5758 109.035 7999.02 4904.97 1985.91 414.089 2919.06 347.363
internal_count=4780 798 750 299 44 451 423 255 53 364 228 136 202 86 116 45 56 3982 2507 1047 235 1460 191
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=24
num_cat=0
split_feature=129 150 58 4 67 121 78 137 95 115 58 97 83 107 71 51 133 141 141 140 113 140 50
split_gain=0.0651551 0.237711 0.289536 0.294931 0.261147 0.26722 0.234231 0.281 0.220219 0.318381 0.230633 0.21617 0.227711 0.256725 0.288467 0.233491 0.359854 0.47914 0.330009 0.342667 0.316929 0.354388 0.466682
threshold=0.000490355829242617 0.01884530205279589 0.017188700847327713 0.0013986918493174019 0.0016331639490090313 0.00055427959887310873 0.010500331409275534 0.0005893622583243997 0.0019071503775194289 0.015675474889576439 0.00096484774257987748 0.0022975050378590827 0.02636832278221846 0.00017767510871635753 0.00017767510871635753 0.0013560238294303419 0.0018488886416889729 0.0030382014811038975 0.00046126570669002836 0.00899649551138282 0.00080172589514404546 0.0045489775948226461 0.010500331409275534
decision_type=2 2 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 11 8 9 -8 -10 12 13 -1 -15 16 17 -16 -18 -20 21 22 -17
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 -12 -13 -14 14 15 20 18 -19 19 -21 -22 -23 -24
leaf_value=0.0013183529944330123 4.8591144320817947e-05 -0.0019808788666103409 -0.0014816480545276336 -0.00017703789406459016 0.0048284108192864338 0.0024116760830707527 -0.0031465088089560871 0.00079622559803779855 0.0017161435767782023 0.0021631011198188278 -0.0015168855292837962 -0.0025353682324663293 0.00064254317235663838 -0.0036953651142822234 -0.00082229147848384299 0.0014509999571069802 -0.0059695998490675471 0.002369453073333879 -0.00046803249874076728 -0.0032244077680225859 -0.00026988043971885536 0.0029549731084940172 -0.0051565277725246807
leaf_weight=254.68971073627472 4310.4486757516861 130.38569450378418 58.505662083625793 204.15987551212311 75.453185439109802 178.65098118782043 242.58401930332184 168.82980108261108 80.998114943504333 31.952102780342102 172.93970286846161 81.339682340621948 1192.8408014774323 62.810745239257812 399.00648713111877 94.226099252700806 41.265366673469543 166.71163856983185 362.19258964061737 163.72402966022491 859.43748712539673 189.545658826828 37.301850914955139
leaf_count=106 2465 70 30 80 25 57 148 85 37 18 92 51 509 45 155 41 23 52 153 91 352 73 22
internal_value=0 0.000125768 0.00018267 0.00130104 0.00226635 0.00145121 -0.000135475 -0.000979596 -0.00154691 -0.00252855 -0.000485652 1.52534e-05 6.95108e-05 -0.000190299 -0.000352 -0.000261225 -0.00077399 0.000118285 -0.00166396 -0.00132612 0.000230858 0.00157122 -0.000422921
internal_weight=0 4957.6 4827.22 516.77 312.61 237.157 4602.4 697.304 528.474 274.536 253.938 3905.09 3823.75 2630.91 2376.22 2313.41 1132.9 565.718 567.182 525.917 1180.51 321.074 131.528
internal_count=4780 2727 2657 192 112 87 2053 380 295 166 129 1673 1622 1113 1007 962 474 207 267 244 488 136 63
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=24
num_cat=0
split_feature=42 69 108 135 117 121 106 117 43 70 108 68 20 23 68 148 68 32 95 110 22 72 56
split_gain=0.0632266 0.243766 0.258056 0.322114 0.544181 0.305172 0.296332 0.36766 0.374033 0.308533 0.247665 0.244918 0.24453 0.248731 0.284703 0.239038 0.232024 0.218372 0.217681 0.217441 0.20858 0.219499 0.314296
threshold=0.004017772153019906 0.0045489775948226461 0.0038949446752667431 0.0015833032084628942 0.0095705352723598498 0.0011261500185355546 0.0019071503775194289 0.012636432424187662 0.0081988852471113222 0.00046126570669002836 0.0019672545604407792 0.0058306583669036635 0.00017767510871635753 0.013860232196748258 0.015675474889576439 0.0028552538715302949 0.0079489401541650313 0.00068727668258361529 0.00047558375808876013 0.0021592099219560628 0.00073092587990686308 0.0042751494329422721 0.00087947337306104611
decision_type=2 2 2 2 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 -4 20 11 -10 -6 -9 13 16 -15 -14 -3 -11 -7 -2 21 -8 -23
right_child=1 12 6 4 10 18 7 8 9 17 -12 -13 15 14 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0001066511837043867 -0.00022686415918573592 -0.0026974989973747297 0.0029137907674766724 -0.00066188232624855164 0.0025008014386118022 -0.0036598567314422453 0.0010229878856458266 -0.0039517368523021559 0.0034836185532884367 -0.002456393395540624 -0.002213470427577786 -0.0012642664390506687 -0.0026799630892660525 0.0045746742140381075 0.00019354170749704596 0.00036583064605079439 0.0022302038412017008 0.0016279411720512651 -0.0084797781755818116 -0.0029675289822194474 -0.0012037921346021406 -0.0015198198189361853 0.0026577463739057253
leaf_weight=5663.715386390686 659.61152732372284 46.615114808082581 80.900524258613586 31.952102780342102 50.285858511924744 42.554008364677429 783.18361341953278 114.58042681217194 64.753689169883728 76.985803842544556 62.469177842140198 325.91544091701508 71.831237077713013 105.87266981601715 57.070634365081787 624.15502965450287 48.997216820716858 56.924248337745667 52.111248970031738 81.290886998176575 189.13533329963684 211.92055821418762 57.168225049972534
leaf_count=2876 342 27 33 18 16 22 348 68 17 34 31 173 38 34 25 288 17 19 37 49 110 129 29
internal_value=0 -0.00015503 -0.000380312 -0.00104274 -0.00263732 -0.00488702 -4.92509e-05 -0.000176719 -0.00115104 0.000650038 -0.000111026 -0.00196332 0.000539251 0.00185224 0.00304019 5.14809e-05 -0.000172263 -0.000720171 -0.00631312 -0.000527566 0.000324926 0.000599697 -0.000632291
internal_weight=0 3896.28 2941.74 980.275 239.372 126.617 1961.47 1880.57 639.16 198.664 112.755 440.496 954.542 258.556 162.943 695.986 95.6123 133.91 94.6653 740.902 1241.41 1052.27 269.089
internal_count=4780 1904 1475 515 124 77 960 927 311 70 47 241 429 103 59 326 44 53 59 391 616 506 158
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=24
num_cat=0
split_feature=129 14 145 8 141 142 30 87 20 3 82 94 15 92 61 129 17 29 59 4 87 8 39
split_gain=0.0611557 0.22478 0.267185 0.37866 0.340092 0.242115 0.283238 0.354341 0.257915 0.256556 0.240477 0.310533 0.435497 0.239275 0.329538 0.243085 0.258163 0.263379 0.237266 0.462856 0.338927 0.359946 0.285865
threshold=0.000490355829242617 0.00047558375808876013 0.012636432424187662 0.000490355829242617 0.0049928687512874612 0.00073092587990686308 0.00064626874518580746 0.0010263677686452868 0.0022272822679951791 0.00057154725072905432 0.00040826165059115743 0.00017767510871635753 0.0098710241727530974 0.088838413357734694 0.016668972559273246 0.00017767510871635753 0.00093549740267917525 0.0020292587578296666 0.0030382014811038975 0.0011615398107096555 0.0048403022810816774 0.00747153488919139 0.00017767510871635753
decision_type=2 2 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 18 9 10 -8 11 12 -1 14 15 16 17 -5 22 -20 21 -21 -7
right_child=-2 2 -4 13 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24
leaf_value=-0.001983100782813147 0.00012184716372957653 -0.0045229895658206168 0.0006467106893928644 -0.0013568569627254196 0.001235981213184444 1.0265787504173665e-05 0.0031261938561136637 0.0054289012255648392 0.0039870042544385281 -0.0017415748616511604 -0.00033531070307084992 0.0046856062403230368 0.0038862328561378337 -0.0031882997770077432 0.0030081216463033371 -0.0021419764845988297 -0.0013408992826692214 0.00066113901389331731 -0.0012834077827665123 0.00098217191802581704 -0.0022181151046710259 0.0045801959722343022 -0.0018734556787667008
leaf_weight=73.168674111366272 4957.6040744781494 112.05193877220154 416.88112199306488 212.86763250827789 33.240744471549988 432.14964091777802 47.708575129508972 50.285858511924744 70.103437304496765 62.566768527030945 242.36000537872314 70.201027989387512 55.635606646537781 81.290886998176575 67.623744606971741 209.05050277709961 410.58429956436157 672.51790702342987 302.9350346326828 452.06481039524078 67.770130634307861 82.140370607376099 377.19716906547546
leaf_count=39 2727 72 188 114 17 168 18 16 21 35 85 25 20 49 27 119 199 279 146 177 33 30 176
internal_value=0 -0.000131251 -0.000493847 -0.000758115 -0.00320543 0.000205486 -5.75704e-05 0.00195052 0.00116974 0.000364375 0.00072226 0.00201023 0.000552094 -0.000543126 -0.000406396 -0.000559817 -0.000304602 0.000175965 -0.000245653 0.000310653 0.00111284 0.00153541 -0.000867645
internal_weight=0 4602.4 2216.11 1799.23 145.293 2386.29 1874.82 160.561 511.469 110.275 441.365 199.005 128.804 1653.93 1572.64 1505.02 1295.97 885.386 1714.26 904.91 601.975 534.205 809.347
internal_count=4780 2053 1064 876 89 989 799 69 190 53 169 84 59 787 738 711 592 393 730 386 240 207 344
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=24
num_cat=0
split_feature=146 148 8 129 37 21 92 46 124 22 105 28 106 54 143 58 63 107 53 100 46 46 98
split_gain=0.0616527 0.151636 0.220226 0.187817 0.289846 0.215051 0.234069 0.175148 0.263416 0.214033 0.161668 0.159475 0.159445 0.219895 0.157222 0.279268 0.174513 0.262323 0.214318 0.219106 0.153768 0.151932 0.156084
threshold=0.013439828064292671 0.0060143163427710542 0.0011261500185355546 0.0044099434744566688 0.00044738779251929378 0.0092791137285530585 0.00082683752407319855 0.015200819820165636 0.000490355829242617 0.00052132029668428015 0.017724351026117805 0.0045489775948226461 0.013439828064292671 0.0053125319536775359 0.010180860292166473 0.0045489775948226461 0.0027679565828293566 0.0027679565828293566 0.0042751494329422721 0.0018488886416889729 0.0028552538715302949 0.0010918468469753864 0.0062037324532866487
decision_type=2 2 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 6 10 8 20 -10 -4 -9 13 14 16 -16 17 21 19 -18 -8 -2 -23
right_child=1 2 3 4 -6 -7 7 11 9 -11 -12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 22 -24
leaf_value=-5.8503410414036502e-05 0.0033897793302402699 -0.002998379625169011 -0.003302539918960692 0.0036044150342668252 -0.00032788345481521989 0.0019791822422221546 0.0041784742882308426 -0.0030447068867462249 -0.0015876461955323261 0.0019331004052090938 0.0001968045682634884 0.0010957360080896723 0.0024148593772374679 -0.0022904792101570057 -0.0037698562663665332 0.0016674650395074658 0.0029432201572235752 -0.0027019451300388342 0.0046281201694800701 -0.001109109310299939 0.00078529993361471911 -0.0017985721645118265 0.0020139218553568436
leaf_weight=7885.9058433771133 55.635606646537781 62.664359211921692 113.34058046340942 86.299067735671997 102.5434935092926 90.116197466850281 56.875452995300293 77.424961924552917 155.89458882808685 59.696713089942932 46.566319465637207 33.240744471549988 129.8001503944397 63.904205560684204 46.761500835418701 47.708575129508972 75.599571466445923 55.830788016319275 66.139921545982361 59.696713089942932 80.851728916168213 51.964862942695618 55.538015961647034
leaf_count=3974 20 39 71 39 59 34 17 52 93 25 25 17 46 36 33 18 31 28 20 25 31 31 16
internal_value=0 0.000275583 -0.000132075 6.68671e-05 0.00146914 -0.000304009 -0.000633798 -6.52468e-05 0.000478435 -0.00061276 -0.0022835 -0.00180104 0.000831061 0.00047587 0.000819218 -0.00102394 0.0012334 0.000256325 0.00229551 0.00115521 0.00218654 0.00126873 0.000171034
internal_weight=0 1674.09 965.514 902.85 188.843 714.007 623.891 463.984 353.318 215.591 159.907 110.666 708.58 578.78 514.876 94.4701 420.405 218.969 201.436 135.296 137.727 163.138 107.503
internal_count=4780 806 502 463 98 365 331 235 166 118 96 69 304 258 222 51 171 95 76 56 48 67 47
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=24
num_cat=0
split_feature=92 61 102 116 102 7 91 146 129 65 146 33 70 72 71 92 4 119 52 78 110 53 91
split_gain=0.0620919 0.174593 0.284943 0.280062 0.277599 0.441103 0.414294 0.401767 0.380487 0.311241 0.355148 0.274329 0.275746 0.268461 0.360273 0.241631 0.268253 0.233288 0.366325 0.260583 0.220311 0.345472 0.219209
threshold=0.002945306478068233 0.0030382014811038975 0.00017767510871635753 0.0034400182776153092 0.0012357163941487672 0.00073092587990686308 0.00040826165059115743 0.0012745757703669371 0.0011261500185355546 0.00068727668258361529 0.0021592099219560628 0.0070226341485977182 0.0035485138650983576 0.0042751494329422721 0.017724351026117805 0.037906534969806678 0.0041444667149335155 0.00096484774257987748 0.00080172589514404546 0.014293605927377941 0.0011261500185355546 0.00017767510871635753 0.000490355829242617
decision_type=2 2 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 6 15 7 20 -9 10 -7 17 -13 -12 -15 16 -6 18 -4 -20 21 -2 -17
right_child=1 2 3 -5 5 9 -8 8 -10 -11 13 12 -14 14 -16 22 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.00011072494594141494 0.003674440810526414 -0.0027014990955389426 -0.0021596638703884671 -0.00069584041734244834 -0.0032888852529179393 -0.0020464570612078719 0.0012577513356433817 -0.0036490303905080536 0.00062577181106965676 -0.00054756973089804123 0.0042670957031195082 -0.0042510533511795493 0.00095091942238431529 -0.00033808608383616265 0.0041590065315272864 0.0026239904643479521 0.0013330426193660825 -0.0020229007134286918 0.0034167693151043858 0.00020668362157587246 0.0044166417203794347 -0.001440241107866352 -0.0016134568139956368
leaf_weight=5447.1481776237488 49.046012163162231 114.33645009994507 49.338784217834473 767.89513170719147 203.89593601226807 58.847229480743408 1215.626026391983 137.2192656993866 83.868170380592346 370.44122576713562 103.4417724609375 47.95255184173584 54.346964955329895 135.93062400817871 66.237512230873108 51.72088623046875 37.106669545173645 43.940240740776062 217.24147379398346 89.16912317276001 39.781543612480164 101.01087510585785 74.457315802574158
leaf_count=2718 19 58 31 421 123 44 528 81 47 222 42 28 21 82 24 21 14 25 78 49 16 50 38
internal_value=0 0.000146646 -0.000310738 -9.5481e-05 0.000378675 -0.000234006 0.000793801 -0.000578687 -0.00202741 0.00047306 0.00151045 0.000822891 -0.00148749 0.00219535 0.00113532 -0.00164917 -0.00257726 0.00141423 0.00183876 0.0024826 0.00110851 0.00023149 0.000123488
internal_weight=0 4112.85 1384.22 1269.88 2728.63 1102.08 1626.55 410.926 221.087 734.898 364.457 501.989 102.3 305.61 202.168 367.181 241.003 399.69 355.749 306.411 189.838 150.057 126.178
internal_count=4780 2062 711 653 1351 610 741 213 128 414 192 232 49 148 106 196 137 183 158 127 85 69 59
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=24
num_cat=0
split_feature=4 59 118 47 136 17 80 28 136 117 99 96 88 5 129 79 70 102 39 148 121 77 70
split_gain=0.0622121 0.170159 0.125575 0.124281 0.0660416 0.195065 0.163121 0.132033 0.0952191 0.220906 0.442104 0.351843 0.15978 0.11609 0.0985436 0.21916 0.215328 0.176141 0.228937 0.335493 0.506651 0.463396 0.315347
threshold=0.015675474889576439 0.0049928687512874612 0.00017767510871635753 0.0032328735105693345 0.0044099434744566688 0.0028552538715302949 0.0041444667149335155 0.0005893622583243997 0.0023699469165876512 0.012636432424187662 0.0013146653072908523 0.011169348377734424 0.00039601318712811922 0.0014881226234138014 0.000490355829242617 0.0049928687512874612 0.034632634371519096 0.025578102096915249 0.00244467705488205 0.017188700847327713 0.0042751494329422721 0.00082683752407319855 0.00062670491752214741
decision_type=2 2 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 8 6 7 -6 14 13 -11 12 -12 -10 15 17 -17 18 19 -1 21 -21 -20
right_child=1 2 3 -5 5 -7 -8 -9 9 10 11 -13 -14 -15 -16 16 -18 -19 22 20 -22 -23 -24
leaf_value=7.3343596530345349e-05 -0.0040054505414467614 0.0017176375118257055 0.00066278589245235436 -0.0033502395708752048 0.0014788676401477326 -0.001840722956255677 0.0026164310150580726 -0.0012094344834302799 -0.001144764283145209 -0.0062401362985886879 0.0027341007521487952 -0.0040750165337789758 -0.00081268855080953134 0.0020762174996829409 0.00018222056909040111 -0.0016344865274620923 0.0015035213981474684 -0.0020431229867269095 -0.0020722738873762301 0.0055302084833850108 -0.0015906935840792832 0.00017133542267439445 4.9377550311460381e-05
leaf_weight=2555.214501619339 35.915618538856506 54.395760297775269 37.204260230064392 40.074315667152405 100.57171702384949 63.904205560684204 121.77552819252014 83.672989010810852 43.989036083221436 44.037831425666809 56.97304368019104 53.253504633903503 71.733646392822266 76.839417815208435 4574.6179991960526 388.82377684116364 63.611433506011963 105.16957223415375 279.64189350605011 105.82387447357178 68.912386298179626 65.19284725189209 468.650803565979
leaf_count=1078 19 23 18 28 32 36 40 39 27 29 21 30 34 28 2529 222 24 59 160 32 26 35 211
internal_value=0 -0.000954867 -0.000122787 -0.00141825 1.70378e-05 0.00067182 0.0011965 0.000258001 -9.80843e-06 -0.000822197 -0.00174487 -0.000656935 0.000757326 0.000903581 2.26684e-05 -0.000155308 -0.00119329 -2.65965e-05 3.32542e-05 0.0002412 0.00202885 0.00348737 -0.000743498
internal_weight=0 167.59 131.674 77.2786 9392.41 369.924 306.02 184.245 9022.49 346.826 225.998 181.96 128.707 120.828 8675.66 4101.04 452.435 3648.61 3543.44 2795.14 239.929 171.017 748.293
internal_count=4780 88 69 46 4692 147 111 71 4545 169 114 85 55 55 4376 1847 246 1601 1542 1171 93 67 371
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=24
num_cat=0
split_feature=126 120 55 128 76 83 68 96 116 67 54 70 4 23 144 107 62 90 80 84 50 82 127
split_gain=0.0635664 0.183813 0.179676 0.212808 0.15566 0.215916 0.252754 0.288313 0.364818 0.248836 0.198159 0.186083 0.230444 0.163083 0.229199 0.180327 0.165307 0.160281 0.22318 0.178898 0.160087 0.426346 0.305649
threshold=0.0014881226234138014 0.0018488886416889729 0.0030382014811038975 0.0098710241727530974 0.0005893622583243997 0.013032016810029747 0.0092791137285530585 0.0092791137285530585 0.00046126570669002836 0.0020292587578296666 0.0072436286136507997 0.0010918468469753864 0.0013986918493174019 0.0019672545604407792 0.00044738779251929378 0.0092791137285530585 0.0031340263085439806 0.00017767510871635753 0.0054799309000372895 0.00070876078098081063 0.0053125319536775359 0.0070226341485977182 0.00052132029668428015
decision_type=2 2 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 17 9 11 8 -8 13 -11 -7 -13 -6 16 -16 -15 20 19 -19 -1 -22 -23
right_child=1 -3 3 -5 5 6 7 -9 -10 10 -12 12 -14 14 15 -17 -18 18 -20 -21 21 22 -24
leaf_value=0.00028475605673642588 -0.00064715047699589936 0.001705227896374689 0.0036312347662214393 -0.00081344199456832964 0.0015994336227133478 0.0047759908450092196 0.0043504937208826717 0.0040582311205999899 -0.000495834658761169 0.00048223683086915905 0.0048014024122645807 0.0037295343075814929 -0.00013984560358666016 -0.0044695298152236046 -0.00101000116015531 0.0025517286429612811 -0.00065472113403890544 0.0013036800291593414 -0.0026507218301995567 -0.0011468204837102177 -0.00046891104276533573 5.8372039988174233e-05 0.002375322328957975
leaf_weight=3122.1103620529175 1199.0001076459885 104.77920949459076 55.733197331428528 52.111248970031738 59.647917747497559 66.286307573318481 43.647468686103821 50.285858511924744 351.98104679584503 93.083843588829041 37.155464887619019 70.298618674278259 85.010426044464111 73.266264796257019 167.83393144607544 45.082496404647827 46.371138095855713 119.58860754966736 134.88595902919769 197.45272755622864 2796.7627257108688 345.60659646987915 242.01843798160553
leaf_count=1710 600 43 24 37 23 26 13 16 165 48 16 29 40 43 98 18 17 58 93 128 1345 119 71
internal_value=0 -0.000309764 -0.000471321 0.00148353 5.36635e-05 0.000582125 0.00117798 0.000492102 3.88335e-05 -0.000179179 0.00171443 0.00255816 0.00161158 -0.000807995 -0.0012398 -0.000255848 -0.00299092 -3.67081e-05 -0.000947238 -0.000222487 2.65354e-05 -0.000211674 0.00101263
internal_weight=0 1411.62 1306.84 107.844 8148.38 1189.95 667.51 445.914 395.629 522.441 130.239 221.595 155.309 392.202 332.554 212.916 119.637 6958.43 451.927 317.041 6506.5 3384.39 587.625
internal_count=4780 704 661 61 4076 552 289 194 178 263 64 95 69 199 176 116 60 3524 279 186 3245 1535 190
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=24
num_cat=0
split_feature=108 106 52 104 32 72 95 112 71 108 53 5 138 34 2 112 37 79 39 61 141 122 50
split_gain=0.0597723 0.280711 0.193601 0.195095 0.193739 0.195408 0.186719 0.138158 0.119069 0.11103 0.336829 0.184549 0.178576 0.109487 0.10565 0.0944197 0.200902 0.279322 0.244569 0.342554 0.226071 0.221063 0.197831
threshold=0.028884131461381916 0.0013986918493174019 0.0079489401541650313 0.037906534969806678 0.00077738583786413084 0.00017767510871635753 0.0058306583669036635 0.00073092587990686308 0.025578102096915249 0.021960759535431865 0.013032016810029747 0.00017767510871635753 0.00052132029668428015 0.0060143163427710542 0.00099512818269431613 0.0038949446752667431 0.00066645268816500913 0.00017767510871635753 0.00093549740267917525 0.0030382014811038975 0.0044099434744566688 0.00040826165059115743 0.021960759535431865
decision_type=2 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 5 -3 7 -6 -7 15 12 -12 -11 -4 -5 -1 17 20 19 -19 22 -18 -17
right_child=1 2 13 14 6 8 -8 -9 -10 10 11 -13 -14 -15 -16 16 21 18 -20 -21 -22 -23 -24
leaf_value=5.610989337645902e-05 0.002625890352559607 0.00093909681799202226 -0.0049724409317916498 -0.0050519375150086367 -0.002507113231005539 -0.0028756939875474803 0.0026745325886168569 0.0010050790724429452 -0.0003330551180399866 -0.0027037178242889158 0.0043953028659853991 0.00094270637093369573 0.00088083817475022015 -0.0014434220450193159 -0.0008986204647111226 -0.0034175916021615461 -0.00056108011003980988 -0.0075830306853795623 -0.0011685339596133077 -0.0013877664736407572 0.0023798697330470781 0.0021370646605412334 0.00068672308078759859
leaf_weight=7746.9587779045105 67.770130634307861 92.839866876602173 37.399441599845886 32.098488807678223 43.989036083221436 114.77560818195343 96.803382635116577 77.034599184989929 76.888213157653809 65.144051909446716 74.164543747901917 80.94931960105896 74.457315802574158 53.302299976348877 29.277228713035583 51.916067600250244 204.64782893657684 42.797985076904297 185.07422685623169 46.615114808082581 76.839417815208435 120.68206787109375 67.574949264526367
leaf_count=3876 33 38 26 24 27 76 39 36 30 33 26 35 38 32 16 29 100 32 105 27 28 49 25
internal_value=0 -0.000437363 -0.000754591 -0.000409622 -8.44817e-05 -0.000943685 0.00103772 -0.000271514 -0.00185568 3.57389e-05 0.000989907 0.0025935 -0.000791871 -0.00289856 -0.00307074 2.8225e-06 -0.000515693 -0.00117593 -0.00220591 -0.00435316 0.000264071 0.000439805 -0.00109651
internal_weight=0 722.178 654.408 563.706 502.331 284.504 217.827 121.024 191.664 8837.82 294.715 155.114 139.601 90.7017 61.3757 8543.11 796.148 470.818 274.487 89.4131 196.33 325.33 119.491
internal_count=4780 377 344 286 246 144 102 63 106 4403 132 61 71 58 40 4271 395 246 164 59 82 149 54
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=24
num_cat=0
split_feature=146 72 58 61 148 138 78 131 137 71 65 146 128 63 83 150 140 4 1 109 65 121 51
split_gain=0.0579798 0.154493 0.193089 0.353129 0.19148 0.175794 0.241451 0.175389 0.191072 0.175012 0.208427 0.218146 0.164598 0.145629 0.271887 0.184451 0.171952 0.225737 0.1338 0.130355 0.107884 0.246943 0.250894
threshold=0.013439828064292671 0.0072436286136507997 0.0070226341485977182 0.00087947337306104611 0.023343417793512348 0.00044738779251929378 0.037906534969806678 0.0013146653072908523 0.000490355829242617 0.017724351026117805 0.0026012937305495147 0.028884131461381916 0.0098710241727530974 0.0019071503775194289 0.0092791137285530585 0.007706565549597145 0.010180860292166473 0.0010585968848317864 0.00093549740267917525 0.013032016810029747 0.0051502294372767219 0.02129978779703379 0.0034400182776153092
decision_type=2 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 5 12 -4 -5 6 7 13 19 10 11 18 -3 14 -2 16 17 -15 -7 -9 -1 22 -22
right_child=1 2 3 4 -6 9 -8 8 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=9.1413555785727737e-06 0.0014024510836309857 -0.00015870056220395947 0.00081471476219329331 -0.0063178248655280239 -0.0016159746190801687 0.0037047208519414899 -0.0032390414420964964 -0.0044640920389482034 0.00093353140142697893 0.0026428473984650459 -0.0027291496896847244 -0.0015857566584233911 0.0030613450268818336 0.0027234994128069118 -0.0031480501039201077 -0.00062014485687412677 0.0038805709657740088 -0.0012908697553551413 0.00063185844900420221 -0.0005774650797220987 -0.0014820439447263325 0.0023327640554706231 0.00033101026948096328
leaf_weight=6997.9829460382462 79.563087224960327 414.23508048057556 67.526153922080994 44.086626768112183 42.554008364677429 74.164543747901917 49.338784217834473 45.326473116874695 67.623744606971741 174.78505611419678 40.123111009597778 50.627425909042358 43.891445398330688 87.343732714653015 55.879583358764648 78.225650191307068 91.356043815612793 58.45686674118042 67.818925976753235 41.167775988578796 518.60396444797516 67.428563237190247 301.89036965370178
leaf_count=3477 32 241 23 31 22 26 31 28 27 60 30 30 23 28 30 31 31 28 35 19 321 19 157
internal_value=0 0.000267248 -0.000365275 -0.00189589 -0.00400849 0.000631997 0.000124256 0.000398564 -0.00105754 0.00144719 0.000549237 0.00123216 0.0001498 0.000896344 -0.000474949 0.00148525 0.00217972 0.00111399 0.00223696 -0.00261421 -5.6734e-05 -0.000575917 -0.000814954
internal_weight=0 1674.09 612.293 154.167 86.6406 1061.8 654.282 604.943 154.118 407.519 232.734 192.611 458.127 450.825 135.443 315.382 237.157 145.801 141.983 86.4942 7885.91 887.923 820.494
internal_count=4780 806 340 76 53 466 285 254 74 181 121 91 264 180 62 118 87 56 61 47 3974 497 478
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=24
num_cat=0
split_feature=95 52 21 124 102 109 114 40 77 93 77 38 38 79 78 54 51 84 11 145 92 34 105
split_gain=0.0552603 0.208955 0.25517 0.178501 0.148577 0.188744 0.186949 0.14632 0.1198 0.152818 0.163038 0.103617 0.116922 0.0995674 0.196099 0.136478 0.235763 0.365581 0.330803 0.335036 0.306653 0.243138 0.236805
threshold=0.020658296532928947 0.0046923852059990176 0.00057154725072905432 0.00899649551138282 0.0032328735105693345 0.0051502294372767219 0.0012745757703669371 0.013439828064292671 0.0013146653072908523 0.00040826165059115743 0.0026833302108570938 0.021635212935507301 0.012252715881913902 0.020035739988088611 0.12087306752800943 0.0023699469165876512 0.0058306583669036635 0.0005893622583243997 0.0026012937305495147 0.0030382014811038975 0.0041444667149335155 0.064669914543628707 0.0022272822679951791
decision_type=2 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 7 6 -6 -4 -2 -3 -10 -11 12 13 15 -15 -1 21 18 -18 20 -20 -17 -21
right_child=1 8 4 -5 5 -7 -8 -9 9 10 -12 -13 -14 14 -16 16 17 -19 19 22 -22 -23 -24
leaf_value=0.00028930413988199872 -0.0037616720571750626 -0.0038333166362662196 0.003198688354656698 0.0014196357285875076 -0.002981190002767847 0.0014149043512543544 -0.0007816835142814432 -3.5416705079859841e-05 0.0012423088544915133 0.00036963079911545829 -0.0037037034524535339 -0.0020875925097935989 0.0019206446339484528 -0.00097294051547380822 0.002808279848312255 3.8975059820820347e-05 -0.0029516508339277976 0.00013762333698886248 -0.0014035848576955379 -0.0010416306423664148 0.0023511878861163615 0.0033332452501051791 -0.0062149526278501462
leaf_weight=3790.1878929138184 73.168674111366272 52.062453627586365 112.55985498428345 41.167775988578796 40.123111009597778 62.371587157249451 39.976724982261658 41.167775988578796 49.094807505607605 39.830338954925537 64.099386930465698 57.314611077308655 82.335551977157593 437.55705416202545 37.204260230064392 3317.7975875139236 259.67792868614197 594.27229404449463 105.071981549263 57.217020392417908 112.70624101161957 56.97304368019104 36.062004566192627
leaf_count=1807 39 35 39 19 30 27 24 19 21 18 44 35 38 282 18 1658 149 301 55 31 45 21 25
internal_value=0 -0.000458211 0.000192867 -0.00140351 0.00116625 -0.000306014 0.00215551 -0.00242 -0.00176151 -0.00105664 -0.00214263 3.15377e-05 4.52044e-05 2.76666e-05 -0.000676628 6.78075e-05 -0.000117116 -0.000730381 -0.00163418 -0.000534328 0.000539614 9.45891e-05 -0.00304166
internal_weight=0 615.622 410.536 155.504 255.031 102.495 152.537 114.336 205.087 153.025 103.93 8944.38 8887.06 8804.73 474.761 8329.97 4539.78 1165.01 570.735 311.057 217.778 3374.77 93.279
internal_count=4780 315 197 77 120 57 63 58 118 83 62 4465 4430 4392 300 4092 2285 606 305 156 100 1679 56
is_linear=0
shrinkage=0.05


Tree=264
num_leaves=24
num_cat=0
split_feature=126 76 98 11 118 62 30 52 15 1 81 10 22 34 140 23 99 120 135 62 147 76 34
split_gain=0.0558912 0.140757 0.171379 0.293453 0.334573 0.220836 0.399218 0.197978 0.180526 0.262523 0.242526 0.161192 0.144446 0.230721 0.138914 0.246572 0.13817 0.225851 0.161765 0.221881 0.199035 0.172298 0.234883
threshold=0.0014881226234138014 0.0005893622583243997 0.010180860292166473 0.0087224207818508166 0.00017767510871635753 0.0016331639490090313 0.00057154725072905432 0.0053125319536775359 0.012636432424187662 0.0020932231564074759 0.0058306583669036635 0.0035485138650983576 0.00037263428384903824 0.0068083447404205808 0.013860232196748258 0.012636432424187662 0.017188700847327713 0.0018488886416889729 0.0018488886416889729 0.00085274505545385193 0.0022975050378590827 0.0049928687512874612 0.02636832278221846
decision_type=2 2 2 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 -4 10 12 14 -12 13 -10 15 -3 17 18 21 20 -20 22 -2
right_child=16 2 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-3.5617172911159662e-05 -0.00020339654528165661 -0.00077124049418304591 -0.00056273133460974986 0.0027265381418803331 -0.0082719557699441077 7.5278864730484382e-05 -0.0015498802472705168 0.0028144614658169101 0.0032523151891548901 0.0041844282794325722 -0.00031213665971213634 0.0030040427848370857 -0.0013505904504269497 -0.00062123183330410094 -0.0024790575180975547 0.0031029114192768076 0.0011896269912876614 0.0020143757521391349 -0.0058198642855751392 -0.00063391859035067451 -0.0017211825754962875 0.00094261332834867867 -0.0028535844280946207
leaf_weight=6958.4254163503647 453.67505669593811 181.20830178260803 151.05275690555573 68.814795613288879 36.013209223747253 46.322342753410339 57.119429707527161 60.887764096260071 96.70579195022583 91.502429842948914 54.590941667556763 111.46639466285706 50.627425909042358 63.806614875793457 66.725465655326843 53.107118606567383 141.83708369731903 86.250272393226624 45.375268459320068 269.59669947624207 85.303198099136353 227.09148645401001 102.49469816684723
leaf_count=3524 243 108 56 22 23 15 27 20 35 37 31 48 30 32 44 24 55 37 30 125 52 105 57
internal_value=0 5.03196e-05 0.000552848 -0.000259276 -0.000843997 -0.00274598 -0.00414922 0.000407492 0.000996196 0.00194747 0.000379846 0.00191386 0.000978035 0.00171251 -0.000466331 0.000106828 -0.000290462 -0.00045579 -0.000635803 -0.00145351 -0.00314436 -0.000217927 -0.000691791
internal_weight=0 8148.38 1189.95 420.21 351.396 139.455 93.1326 211.941 769.74 302.642 467.098 166.057 211.14 160.512 301.041 234.315 1411.62 1269.79 1183.54 400.275 130.678 783.261 556.17
internal_count=4780 4076 552 163 141 65 50 76 389 134 255 79 97 67 176 132 704 649 612 207 82 405 300
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=24
num_cat=0
split_feature=12 50 115 129 144 114 79 77 78 46 44 82 28 116 96 69 114 27 122 87 39 133 44
split_gain=0.0557423 0.233592 0.24556 0.179631 0.168171 0.263387 0.205339 0.202262 0.162114 0.269689 0.310477 0.25791 0.219898 0.351799 0.295685 0.245894 0.215948 0.19367 0.189217 0.240863 0.2395 0.2994 0.364422
threshold=0.0033348383149132137 0.05109804309904576 0.00055427959887310873 0.0038949446752667431 0.00060774214216507982 0.0005893622583243997 0.00017767510871635753 0.00057154725072905432 0.023343417793512348 0.00017767510871635753 0.0033348383149132137 0.0020292587578296666 0.001792412775103003 0.0014427106943912806 0.0026833302108570938 0.00073092587990686308 0.00096484774257987748 0.0053125319536775359 0.00017767510871635753 0.000490355829242617 0.0031340263085439806 0.0070226341485977182 0.00090704852482303988
decision_type=2 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 -3 7 -6 -7 -4 12 -10 11 -11 18 14 15 -14 -12 -16 20 -20 21 -1 -23
right_child=1 3 4 -5 5 6 -8 -9 9 10 16 -13 13 -15 17 -17 -18 -19 19 -21 -22 22 -24
leaf_value=-0.00015582295495627068 0.0037951841309836719 -0.0039427238673077495 0.0017151588587750431 -0.00010851799991536176 0.0032462605376307528 0.0028997732048742903 0.00018059042305070374 -0.0015370390895406304 -0.0046918939438872556 -0.0008357699685779341 0.0020823310888750291 -0.0046484217356055155 -0.0019996447343979483 -9.4979267475775672e-05 -0.0024321953518707594 -0.0056923453615258281 -0.0011992020269505632 0.0018703302797494579 0.0018082731347029112 0.0002655568877305133 -0.00091982284677085205 0.0027662469412786037 0.00033148575070098544
leaf_weight=2213.6202162504196 49.046012163162231 58.603252768516541 59.696713089942932 63.806614875793457 76.937008500099182 71.782441735267639 2116.5795034170151 240.05553126335144 44.086626768112183 159.955695271492 127.36925303936005 61.375717520713806 180.96432507038116 983.65278244018555 42.651599049568176 60.038280487060547 82.677119374275208 67.623744606971741 335.15107691287994 1032.328394651413 645.38767337799072 209.46082830429077 577.1495521068573
leaf_count=962 19 34 25 32 32 36 1290 152 31 98 54 40 98 492 26 39 52 27 121 442 351 82 245
internal_value=0 0.000190651 0.000290616 -0.00194413 0.000223605 0.000370876 0.000269785 -0.000889352 -7.64589e-05 -0.000966966 -0.00058628 -0.00189303 -9.76039e-06 -0.000580036 -0.0019383 -0.00291957 0.000790675 0.000206227 0.000142098 0.000643656 -4.60383e-05 0.000141924 0.000979821
internal_weight=0 2736.51 2614.1 122.41 2565.05 2265.3 2188.36 299.752 6823.49 475.464 431.378 221.331 6348.03 1334.93 351.278 241.003 210.046 110.275 5013.1 1367.48 3645.62 3000.23 786.61
internal_count=4780 1620 1554 66 1535 1358 1326 177 3160 275 244 138 2885 682 190 137 106 53 2203 563 1640 1289 327
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=24
num_cat=0
split_feature=119 120 31 58 82 84 145 39 138 71 93 96 37 124 43 63 23 142 2 10 61 109 136
split_gain=0.0562952 0.178202 0.218831 0.209011 0.242622 0.272273 0.170154 0.166446 0.202634 0.183282 0.193432 0.169706 0.150346 0.220617 0.154645 0.148023 0.133296 0.265169 0.13775 0.177243 0.116191 0.116045 0.110245
threshold=0.00044738779251929378 0.00068727668258361529 0.0068083447404205808 0.017188700847327713 0.0015833032084628942 0.000490355829242617 0.0014427106943912806 0.0063990866765379914 0.0012745757703669371 0.0033348383149132137 0.0020292587578296666 0.0013986918493174019 0.00017767510871635753 0.0026012937305495147 0.0014881226234138014 0.0027679565828293566 0.045367386192083366 0.011519505176693203 0.00080172589514404546 0.0058306583669036635 0.0062037324532866487 0.0051502294372767219 0.000490355829242617
decision_type=2 2 2 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 -6 20 9 -9 -8 -11 -12 13 -2 -14 -13 17 18 19 -7 -3 -20 -5
right_child=1 2 -4 22 5 16 7 8 -10 10 11 15 14 -15 -16 -17 -18 -19 21 -21 -22 -23 -24
leaf_value=5.3598979784444953e-05 -0.0028347082720423726 -0.0021376066923874094 -0.0018618072262189874 -0.00066814356293348493 -0.0051572064097643207 4.4171451931552268e-05 -0.0015072275340970308 0.0049725776329188256 0.00050131556861143095 0.0029370037935872199 0.002535708474574936 0.00067878028134374553 -0.00040302674650056006 0.0010773384152720548 0.0025852907126250276 -0.002954560313428689 0.0013128581957857072 -0.0059074343275498341 0.0019286963648112523 -0.0039980789719683742 0.0011984590337162961 -0.0013022291183477032 0.001680951626979189
leaf_weight=7999.0224099159241 93.474206328392029 75.892343521118164 95.90510368347168 87.441323399543762 58.749638795852661 43.940240740776062 77.376166582107544 55.586811304092407 46.566319465637207 104.63282346725464 52.960732579231262 64.997665882110596 106.65339529514313 58.652048110961914 72.875902056694031 49.289988875389099 38.444106578826904 34.773362874984741 46.419933438301086 70.835367441177368 39.781543612480164 69.253953695297241 116.47457540035248
leaf_count=3982 64 43 56 32 40 25 50 18 25 37 18 27 66 36 27 29 15 26 19 51 16 40 38
internal_value=0 -0.000274661 0.000347081 -0.000733697 -0.00114717 -0.00204144 0.000720648 0.00115908 0.00293436 0.00063983 0.00125087 0.000196007 -0.000169944 -0.00132642 0.000810014 -0.000888207 -0.00143864 -0.00183748 -0.00122334 -0.00245056 -0.000990296 -5.65865e-06 0.000673634
internal_weight=0 1560.98 662.989 897.988 694.072 362.417 567.084 451.411 102.153 349.257 271.881 167.248 331.656 152.126 179.529 114.288 303.667 265.223 230.449 114.776 115.674 115.674 203.916
internal_count=4780 798 319 479 409 216 263 204 43 161 111 74 193 100 93 56 176 161 135 76 59 59 70
is_linear=0
shrinkage=0.05


Tree=267
num_leaves=24
num_cat=0
split_feature=108 106 95 5 54 78 84 58 71 100 142 82 40 17 70 50 148 140 146 19 77 43 0
split_gain=0.0541437 0.246081 0.292803 0.188643 0.19925 0.181542 0.1433 0.23755 0.172817 0.219143 0.128161 0.10896 0.101813 0.226242 0.297338 0.295222 0.305742 0.47137 0.236096 0.219572 0.261994 0.368745 0.338049
threshold=0.028884131461381916 0.0013986918493174019 0.0036604277556762104 0.0066005610860884198 0.0084566329605877417 0.0011980500421486797 0.0005375427135732026 0.0013560238294303419 0.025578102096915249 0.0033348383149132137 0.0014427106943912806 0.00062670491752214741 0.00017767510871635753 0.0012357163941487672 0.0005375427135732026 0.26590165495872503 0.0060143163427710542 0.0015833032084628942 0.0028552538715302949 0.0022272822679951791 0.0054799309000372895 0.040252277627587325 0.00017767510871635753
decision_type=2 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 6 4 5 -4 10 -8 9 -9 -3 -12 13 15 -15 16 19 -18 -19 20 21 -1 -22
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 11 -13 -14 14 -16 -17 17 18 -20 -21 22 -23 -24
leaf_value=-0.0017219468930753917 0.0024518220422393216 -0.00097843896831254135 -0.0039303146713346926 0.0026284522601630039 0.0019205013429781732 -0.0002162520406992598 0.0016870349622403271 -0.00048452258987569607 0.00015119752637795131 -0.0048786180163095105 -0.002917617484230924 -0.0070667970670181615 -3.8579916110768427e-05 -0.0038035411060673634 0.00077180118792861399 0.0037096169262652162 -0.0015100972130011709 0.0016148863635951742 0.0051306813110104802 0.0015888266797387807 0.0055815986789125721 0.001134542360452428 0.00013420872101267792
leaf_weight=392.54331588745117 67.770130634307861 38.541697263717651 45.375268459320068 72.827106714248657 71.636055707931519 119.68619823455811 59.794303774833679 47.95255184173584 63.611433506011963 69.497930407524109 38.736878633499146 26.748740673065186 7470.8013164997101 69.253953695297241 72.875902056694031 74.066953063011169 71.782441735267639 103.39297711849213 88.729965090751648 176.12249314785004 37.106669545173645 158.63822102546692 122.50745832920074
leaf_count=213 33 19 30 25 30 62 29 28 24 50 27 20 3805 40 27 22 36 40 31 61 14 44 70
internal_value=0 -0.000416261 -0.000713278 0.000403129 -0.000281559 -0.00123724 -0.00171523 -0.00104542 -0.00194779 -0.0030846 -0.00326605 -0.00461242 3.40145e-05 0.000430745 -0.00145757 0.000649856 0.000452929 0.00194697 0.00323862 8.37424e-06 -0.000383234 -0.000899807 0.0014006
internal_weight=0 722.178 654.408 309.525 236.698 165.061 344.884 240.856 181.062 117.45 104.027 65.4856 8837.82 1367.02 142.13 1224.89 1150.82 263.905 192.123 886.918 710.796 551.182 159.614
internal_count=4780 377 344 147 122 92 197 131 102 78 66 47 4403 598 67 531 509 107 71 402 341 257 84
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=24
num_cat=0
split_feature=98 7 44 113 119 37 92 37 21 20 83 101 44 125 145 127 101 72 92 29 107 127 11
split_gain=0.054708 0.193819 0.317081 0.341097 0.336299 0.304164 0.276816 0.238076 0.256942 0.376793 0.324918 0.293673 0.283394 0.357112 0.320193 0.30506 0.29222 0.534854 0.318031 0.282 0.329509 0.536121 0.516096
threshold=0.0037758676335215573 0.0020292587578296666 0.013439828064292671 0.0010585968848317864 0.0005893622583243997 0.00050559637020342063 0.013860232196748258 0.00066645268816500913 0.00099512818269431613 0.00017767510871635753 0.0063990866765379914 0.010829726699739696 0.0051502294372767219 0.00042089859198313212 0.00093549740267917525 0.00017767510871635753 0.0087224207818508166 0.0028552538715302949 0.0020932231564074759 0.013439828064292671 0.0005893622583243997 0.00017767510871635753 0.00070876078098081063
decision_type=2 2 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 -4 -5 8 12 -10 -11 -12 13 14 -2 -16 17 18 -14 20 -15 22 -22
right_child=1 2 5 4 -6 -7 -8 -9 9 10 11 -13 16 19 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00011527010700129645 0.002269983093289523 0.00028535772429055871 -0.0018245443308641353 -0.00416575679783156 0.00050411411313678071 0.0016558926579697793 -0.00061168932162991357 0.00047408103253041126 0.00093721052774337022 0.0010183001253435333 -0.0021380335205401983 0.0011178572293126545 -0.0089097612517463464 -0.00021101018005218052 -0.0035385348011216611 0.0015532168883872425 4.3783920073957714e-05 -0.00042336760581824178 -0.0027557393035926043 0.00068075330639129339 -0.0026849795996812531 -0.00048272983973304335 -0.010930667671222222
leaf_weight=4956.5682792663574 165.37420153617859 171.79744720458984 93.181434273719788 207.00996816158295 76.985803842544556 192.36691892147064 74.506111145019531 1664.840744137764 671.5420001745224 180.03721356391907 354.80230689048767 86.055091023445129 50.627425909042358 88.778760433197021 62.420382499694824 55.635606646537781 75.501980781555176 67.672539949417114 35.866823196411133 95.417150259017944 37.155464887619019 57.070634365081787 38.785673975944519
leaf_count=2846 51 99 52 143 34 81 40 642 239 60 173 29 30 33 29 20 27 29 17 36 16 25 29
internal_value=0 -0.000124113 -0.000823155 -0.00154647 -0.00242431 0.000520141 -0.00322514 2.64614e-05 -0.000324601 0.000116312 -0.000771548 -0.00150249 -0.00101092 -0.000439713 0.000850065 -0.00113897 -0.00250475 -0.00375287 -0.00635785 -0.00159215 -0.00256998 -0.00414448 -0.00689633
internal_weight=0 4603.43 815.848 530.299 358.502 285.548 281.516 3787.58 2122.74 1292.44 620.895 440.857 830.307 600.638 283.43 118.056 229.669 154.167 86.4942 317.208 221.791 133.012 75.9411
internal_count=4780 1934 449 316 217 133 183 1485 843 501 262 202 342 239 100 49 103 76 47 139 103 70 45
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=24
num_cat=0
split_feature=4 31 36 127 35 5 107 84 99 91 50 62 92 40 125 99 103 90 76 98 107 141 114
split_gain=0.0544567 0.134949 0.148441 0.0670422 0.247168 0.497304 0.206447 0.0964814 0.0711939 0.241763 0.307627 0.196921 0.259898 0.191748 0.12777 0.161905 0.280354 0.242862 0.322869 0.245439 0.291518 0.303202 0.267159
threshold=0.015675474889576439 0.0022975050378590827 0.00037263428384903824 0.062805486842989935 0.0010585968848317864 0.0037758676335215573 0.0045489775948226461 0.0005893622583243997 0.057509137317538268 0.00066645268816500913 0.12767273932695392 0.0005893622583243997 0.021960759535431865 0.0014427106943912806 0.001792412775103003 0.0030382014811038975 0.00899649551138282 0.00017767510871635753 0.0005893622583243997 0.0037758676335215573 0.0005893622583243997 0.0010263677686452868 0.0021592099219560628
decision_type=2 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 8 5 -5 7 -6 14 10 13 12 -11 -10 -1 17 -17 18 19 -16 -21 -22 -23
right_child=1 -3 -4 4 6 -7 -8 -9 9 11 -12 -13 -14 -15 15 16 -18 -19 -20 20 21 22 -24
leaf_value=-0.00021903738663793019 -0.00021936231714390496 0.0013989515002139517 -0.003744668603577975 0.0055678325190820837 -0.0045606484579286529 -0.00068568359228721024 0.0013656002552164129 -0.00075669355354333391 -0.0047792338227039977 0.0031373817339666321 0.002308578048698062 -0.00095991633590024154 -0.00047182680619592648 -0.00073045554833291908 0.00075428412778906159 -0.00027999002261682051 0.0041119137248213427 -0.00080515471464975147 0.0024477968058212486 0.0023307231216537212 -0.0044736691786714062 0.00046989494494387705 -0.0031057813909781008
leaf_weight=4618.7756073474884 67.818925976753235 46.419933438301086 53.35109531879425 62.273996472358704 33.387130498886108 64.948870539665222 60.887764096260071 33.289539813995361 46.615114808082581 172.01259136199951 52.911937236785889 67.672539949417114 70.249823331832886 78.469626903533936 1307.3613399267197 1750.3568631410599 37.106669545173645 329.3222451210022 224.17263567447662 66.237512230873108 61.326922178268433 181.71621799468994 73.315060138702393
leaf_count=2240 35 19 34 23 23 25 20 19 27 54 16 29 27 41 736 918 14 205 93 24 38 75 45
internal_value=0 -0.00089337 -0.00177155 1.59405e-05 0.000815928 0.00237533 -0.000739302 -0.00266145 -6.36581e-06 0.000581253 -0.000887386 0.0014247 0.0020908 -0.00223931 -3.95136e-05 0.000166192 -0.000188817 0.000449044 0.000664826 0.000428315 -0.000685549 -0.00131708 -0.000558022
internal_weight=0 167.59 121.17 9392.41 254.787 127.223 127.564 66.6767 9137.62 487.932 177.997 309.935 242.262 125.085 8649.69 4030.92 1787.46 2243.45 1914.13 1689.96 382.596 316.358 255.031
internal_count=4780 88 69 4692 110 48 62 42 4582 194 84 110 81 68 4388 2148 932 1216 1011 918 182 158 120
is_linear=0
shrinkage=0.05


Tree=270
num_leaves=24
num_cat=0
split_feature=73 97 4 142 109 115 45 80 108 10 35 45 83 52 34 141 98 81 110 82 143 29 82
split_gain=0.0526603 0.246874 0.267861 0.409983 0.433874 0.405278 0.389189 0.379431 0.370551 0.328435 0.301749 0.274755 0.257148 0.247976 0.252571 0.335898 0.2423 0.36386 0.492418 0.269933 0.230678 0.261188 0.222077
threshold=0.00087947337306104611 0.00064626874518580746 0.0021592099219560628 0.0017376682371832433 0.0030382014811038975 0.0020292587578296666 0.0014427106943912806 0.0014427106943912806 0.00073092587990686308 0.00068727668258361529 0.00073092587990686308 0.0012357163941487672 0.0092791137285530585 0.00096484774257987748 0.0053125319536775359 0.00899649551138282 0.049604203552007682 0.0058306583669036635 0.00039601318712811922 0.0015833032084628942 0.0021592099219560628 0.0036604277556762104 0.00062670491752214741
decision_type=2 2 2 2 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 -1 7 -6 -4 -9 20 -10 -12 22 15 -15 17 18 -16 -20 -5 -22 -8
right_child=-2 -3 8 4 6 -7 13 9 11 -11 12 -13 -14 14 16 -17 -18 -19 19 -21 21 -23 -24
leaf_value=0.00061212378610220721 0.00010693016654803966 -0.0014234725355101556 -0.0030186104117693943 0.0011861423815800094 7.0796597778277837e-05 -0.0034330993658056538 -0.00029268586180879544 -0.0013662995753080493 0.0025516136504624629 -0.0065804208741407529 -0.0024769419749810506 0.00047008349242756822 -0.0067494947252881594 0.0021137911242685558 -0.0068597089560345345 -0.0020117836240585913 0.0020309796201845639 0.000634205019102901 0.0016304826078880931 -0.0023805973496789342 -0.005226864326192104 -0.0008162851763296947 -0.0054894259619038197
leaf_weight=1166.3072049617767 5223.1884628534317 339.38740193843842 66.481488943099976 72.778311371803284 96.949768662452698 65.388028621673584 47.903756499290466 57.070634365081787 190.88309586048126 64.148182272911072 98.433591723442078 935.42742133140564 54.83491837978363 281.04808866977692 45.375268459320068 59.843099117279053 89.921016097068787 224.31902170181274 62.469177842140198 127.66202509403229 49.387579560279846 104.77920949459076 36.013209223747253
leaf_count=444 2849 187 34 23 45 43 26 25 74 46 52 399 41 110 30 31 26 99 31 66 33 43 23
internal_value=0 -0.000128785 -1.88641e-05 -0.000285783 -0.00082073 0.000397372 -0.000351873 -0.00226079 0.000608746 -0.00412558 -0.00229152 0.000822854 -0.00400553 7.54672e-05 0.000320287 0.00138955 -0.000342751 -0.000806945 -0.00217963 -0.00106272 -0.00113396 -0.00222922 -0.00252288
internal_weight=0 4336.81 3997.42 2804.63 1572.94 1231.7 1192.72 218.169 1192.79 121.219 380.214 1126.31 153.269 974.555 890.638 340.891 549.747 459.825 235.506 190.131 226.945 154.167 83.917
internal_count=4780 1931 1744 1237 750 487 558 116 507 71 192 473 93 442 393 141 252 226 127 97 99 76 49
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=24
num_cat=0
split_feature=141 52 150 113 109 108 21 71 50 116 3 142 54 70 84 95 8 78 98 25 8 95 62
split_gain=0.0515271 0.189939 0.168087 0.313371 0.225346 0.318423 0.255404 0.214581 0.286643 0.229931 0.219403 0.192169 0.240984 0.168345 0.234269 0.172187 0.175529 0.166608 0.193459 0.161946 0.154505 0.150321 0.211025
threshold=0.0005893622583243997 0.028884131461381916 0.00099512818269431613 0.00017767510871635753 0.0051502294372767219 0.0026833302108570938 0.0079489401541650313 0.10522961243987085 0.0013986918493174019 0.0034400182776153092 0.00017767510871635753 0.0037758676335215573 0.024810968898236755 0.0019071503775194289 0.00040826165059115743 0.0036604277556762104 0.0018488886416889729 0.00093549740267917525 0.0016331639490090313 0.0045489775948226461 0.0027679565828293566 0.011169348377734424 0.0011980500421486797
decision_type=2 2 2 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 20 8 10 17 19 12 -5 15 -15 16 -7 -10 -19 -1 -6 -2 -23
right_child=21 -3 3 4 5 13 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24
leaf_value=-0.0042867873845503562 1.9908367035093883e-05 0.00330855626629797 0.003180957568221661 0.00077762906840163435 -0.0066289536147867041 -0.0037951298459827235 0.000393826824601824 -0.0027856768618592259 0.0031858703330731467 -0.0024661784360427274 -0.00015819264137262713 -0.00065932279063896744 0.0036184163342522732 0.0030080586154412944 -0.00026716743571818458 0.0015550814242330081 0.00014878693534485106 0.0020472205746828883 -0.00090428453136323715 0.00014104729308844888 -0.0020659315549945031 -0.001077093616325994 0.00096866672122505242
leaf_weight=78.762398958206177 6910.1312971115112 49.046012163162231 102.10433542728424 245.3276515007019 40.025520324707031 63.953000903129578 41.118980646133423 86.250272393226624 84.71765398979187 46.712705492973328 149.5001757144928 122.11709558963776 107.30769753456116 94.030917882919312 130.19051313400269 46.419933438301086 50.481039881706238 111.66157603263855 110.42172968387604 27.988587021827698 34.578181505203247 671.99002802371979 155.16265869140625
leaf_count=53 3482 19 41 99 26 38 17 37 28 31 100 54 39 33 62 19 24 56 59 17 18 365 63
internal_value=0 0.000239163 0.000154287 0.000545461 0.000269621 -0.000470278 -0.00277015 -0.000451376 -0.000121193 0.000801782 -0.00139449 0.00105011 0.00164209 0.00022088 0.00110635 -0.00101342 -0.00205532 0.00129935 0.000579707 -0.00312587 -0.00451403 -5.63409e-05 -0.000693337
internal_weight=0 1822.72 1773.67 1077.65 975.551 500.798 115.723 696.015 609.765 353.514 256.251 474.752 352.635 385.075 224.221 160.854 114.434 306.801 222.083 106.751 74.6037 7737.28 827.153
internal_count=4780 870 851 470 429 237 61 381 344 174 170 192 138 176 95 81 62 143 115 70 44 3910 428
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=24
num_cat=0
split_feature=42 69 142 25 50 133 114 98 1 5 134 19 64 15 4 15 100 140 37 24 87 102 2
split_gain=0.054662 0.192555 0.223054 0.22181 0.26313 0.332871 0.24058 0.249502 0.284528 0.226031 0.218898 0.275402 0.211842 0.21232 0.255472 0.218138 0.202205 0.191591 0.189902 0.187997 0.184897 0.184633 0.199471
threshold=0.004017772153019906 0.0045489775948226461 0.0017376682371832433 0.0017376682371832433 0.0045489775948226461 0.0012745757703669371 0.0011261500185355546 0.0026833302108570938 0.00017767510871635753 0.00043393640953581786 0.00043393640953581786 0.0084566329605877417 0.000490355829242617 0.0037758676335215573 0.00096484774257987748 0.0044099434744566688 0.0037758676335215573 0.011880517937242987 0.00099512818269431613 0.0054799309000372895 0.00038414125447161501 0.00052132029668428015 0.0022272822679951791
decision_type=2 2 2 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 12 5 17 -7 8 9 -8 11 19 13 16 15 -15 -2 -5 -9 -6 -3 -16 -23
right_child=1 2 -4 4 10 6 7 18 -10 -11 -12 -13 -14 14 21 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=9.9165001676690799e-05 -0.0046252313515636016 -6.3570303178973805e-05 0.0007361324421654436 0.00050936490348730005 -0.0028099526028923225 -0.0028147380839252008 -0.001016612377895048 0.0039296412673313734 -0.001944777669558815 0.0042622136565772214 0.00060543854400107837 -0.00028057987699904596 0.0032910037460486563 0.003951053701047905 -0.0027062633844051214 0.00034414105870534816 -0.00036114201292076082 0.0054367674973859713 -0.00054677130396998074 -0.0066828775145490729 -0.0044604388358694177 2.2709261006813848e-05 -0.0023114189074684025
leaf_weight=5663.715386390686 49.387579560279846 62.469177842140198 853.33584606647491 43.989036083221436 191.90779805183411 110.66570639610291 41.362957358360291 55.635606646537781 197.74549961090088 39.781543612480164 69.009976983070374 98.433591723442078 46.566319465637207 43.647468686103821 101.05967044830322 1057.9348796606064 63.611433506011963 35.769232511520386 41.265366673469543 37.44823694229126 38.736878633499146 504.71280813217163 111.80796205997467
leaf_count=2876 33 31 371 27 116 69 27 20 140 16 30 52 25 13 52 469 24 13 23 28 27 236 62
internal_value=0 -0.000144148 0.000472911 -0.000344373 -0.000966724 -0.000274839 -0.000765728 -0.00016232 -0.000921739 0.00157136 -0.00195401 -0.00249286 -4.14847e-05 -0.0001218 8.83091e-06 0.000487056 -0.00222481 0.00271916 0.00202336 -0.00344231 -0.00174648 -0.000725309 -0.000400592
internal_weight=0 3896.28 954.542 2941.74 963.015 566.215 486.457 375.791 278.89 81.1445 396.8 327.79 1978.73 1932.16 1819.16 1101.58 112.999 79.7583 96.901 229.356 101.206 717.58 616.521
internal_count=4780 1904 429 1475 561 335 295 226 183 43 226 196 914 889 832 482 57 40 43 144 58 350 298
is_linear=0
shrinkage=0.05


Tree=273
num_leaves=24
num_cat=0
split_feature=92 140 106 148 105 51 29 85 148 25 18 144 125 9 34 101 137 129 40 143 140 31 133
split_gain=0.0551736 0.178065 0.230242 0.29902 0.235479 0.331124 0.228162 0.385888 0.220451 0.218313 0.292632 0.278935 0.271459 0.210573 0.205149 0.201379 0.29308 0.244572 0.259718 0.416631 0.312342 0.288277 0.22332
threshold=0.002945306478068233 0.00899649551138282 0.00017767510871635753 0.0012357163941487672 0.0011261500185355546 0.00096484774257987748 0.021960759535431865 0.0010585968848317864 0.010180860292166473 0.00090704852482303988 0.00038414125447161501 0.00082683752407319855 0.0036604277556762104 0.00073092587990686308 0.02636832278221846 0.0014881226234138014 0.0005375427135732026 0.000490355829242617 0.011519505176693203 0.0070226341485977182 0.0068083447404205808 0.00017767510871635753 0.0037758676335215573
decision_type=2 2 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 14 -8 -6 12 11 -11 13 -7 15 -2 17 -17 19 21 -20 -19 -23
right_child=1 2 3 4 5 9 7 -9 -10 10 -12 -13 -14 -15 -16 16 -18 18 20 -21 -22 22 -24
leaf_value=-0.00010437433897931693 -9.224529247351521e-05 -0.0036187847592721819 0.001246456541646279 -0.0014388896191760412 -0.0034541713052507529 0.0016692028360451119 0.00050852583792699018 0.0054166728344256093 0.0010359409967856772 0.0038851290682727288 -7.6655983390377231e-05 0.00042078379867052938 -0.0045727452045659688 -0.0016787389678710322 -0.0016169673608012417 2.9065000376083497e-06 -0.00020918664344696087 0.0016158139184208398 -0.00020777183214494381 -0.00026829201776269079 0.0041655451799793722 0.003182204994796438 0.00746534666037783
leaf_weight=5447.1481776237488 1047.8785926103592 49.338784217834473 310.27652204036713 430.98742246627808 102.68987953662872 88.778760433197021 122.06830024719238 59.599122405052185 37.253055572509766 124.45040225982666 309.71981048583984 108.98670196533203 41.411752700805664 99.722233414649963 134.4955962896347 188.20822179317474 384.3723076581955 62.322791814804077 165.0126713514328 63.855410218238831 54.249374270439148 50.432244539260864 76.741827130317688
leaf_count=2718 595 31 124 228 65 33 52 21 20 42 155 54 29 51 77 72 201 25 90 34 17 22 24
internal_value=0 0.000138236 -0.000253003 -0.000152618 -0.00047561 -2.08933e-05 0.000414887 0.00211873 -0.0022589 0.000384235 0.000930898 0.0022677 -0.000907228 -0.000101951 0.000275932 0.000397565 0.000888633 0.00152719 0.0021342 0.0032246 0.000874265 0.00440161 0.00576682
internal_weight=0 4112.85 1703.62 1654.28 1344 913.013 2409.24 181.667 139.943 773.07 543.157 233.437 229.913 188.501 2227.57 2093.07 1045.19 660.823 472.614 253.352 219.262 189.497 127.174
internal_count=4780 2062 832 801 677 449 1230 73 85 364 251 96 113 84 1157 1080 485 284 212 105 107 71 46
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=24
num_cat=0
split_feature=34 118 144 116 14 107 20 84 15 95 141 24 102 90 140 25 38 33 10 150 117 131 124
split_gain=0.051461 0.252815 0.144529 0.0884815 0.216502 0.347538 0.228503 0.313231 0.16062 0.219144 0.171338 0.163491 0.169711 0.255865 0.16966 0.147513 0.146875 0.136152 0.167739 0.130556 0.105766 0.0926274 0.0920973
threshold=0.064669914543628707 0.00017767510871635753 0.00096484774257987748 0.010829726699739696 0.00040826165059115743 0.0012357163941487672 0.0042751494329422721 0.00017767510871635753 0.019431582652032379 0.00077738583786413084 0.0023699469165876512 0.0049928687512874612 0.00082683752407319855 0.00055427959887310873 0.02636832278221846 0.0010585968848317864 0.00040826165059115743 0.0036604277556762104 0.022641776129603389 0.014740333426743748 0.0063990866765379914 0.0045489775948226461 0.0018488886416889729
decision_type=2 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 -5 7 20 10 -10 15 12 -12 22 19 21 -9 18 -11 -13 -7 -6 -14
right_child=1 -3 -4 4 8 6 -8 16 9 17 11 14 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=4.1104089488229061e-05 0.0024501712081057892 -0.0020041008569897413 -0.0010098639141223468 0.0035108159421158853 -0.0060642553431540834 -0.001384921773174296 0.0030644818758064486 0.0019060951082143297 -0.0020311034844547825 -0.0024275830734622719 0.0035356004600274383 -0.0027885430781363725 -0.0034646245406836276 0.002568930281531729 0.001538518394298094 -0.0015173057205085732 -0.001651369383611107 0.0024103792316113653 0.0021771650922793036 0.00071609197350458117 -0.0048040871805747421 -0.0022628027334320477 -0.00050764977009898978
leaf_weight=8104.2607402801514 137.87356793880463 62.664359211921692 38.639287948608398 80.94931960105896 37.399441599845886 43.891445398330688 43.745059370994568 84.864040017127991 75.941138863563538 44.086626768112183 34.4805908203125 160.29726266860962 44.086626768112183 51.72088623046875 35.866823196411133 128.05238783359528 44.086626768112183 99.283075332641602 35.866823196411133 31.854512095451355 46.663910150527954 28.037382364273071 65.388028621673584
leaf_count=3990 54 39 23 35 26 23 17 34 45 31 14 112 31 21 17 82 31 33 17 14 29 19 43
internal_value=0 0.000724182 0.00169276 -1.85829e-05 -0.000416194 0.000645688 -0.000235335 -0.000892951 -0.000835172 0.000219963 -0.00127142 -0.000708444 0.000351801 -0.00032923 -0.0016183 -0.00250421 0.000689842 0.00117372 -0.00036191 -0.00220755 -0.00314685 -0.00443547 -0.00169846
internal_weight=0 239.177 176.513 9320.82 1216.56 344.2 263.251 219.506 872.362 255.178 617.184 423.695 195.676 161.196 228.019 193.489 128.951 179.237 79.9534 192.152 90.5554 65.4368 109.475
internal_count=4780 116 77 4664 674 169 134 117 505 126 379 252 109 95 143 127 65 81 48 126 52 45 74
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=24
num_cat=0
split_feature=80 102 128 79 80 4 17 81 83 97 21 129 4 101 8 113 118 94 148 52 127 130 142
split_gain=0.0527787 0.163708 0.272644 0.266079 0.484953 0.27453 0.313421 0.272763 0.261636 0.224148 0.362997 0.335103 0.207188 0.239129 0.204125 0.179919 0.199199 0.177353 0.220655 0.225363 0.213374 0.190408 0.194242
threshold=0.0032328735105693345 0.0012357163941487672 0.0098710241727530974 0.00082683752407319855 0.0036604277556762104 0.00077738583786413084 0.00077738583786413084 0.0018488886416889729 0.0092791137285530585 0.00096484774257987748 0.00040826165059115743 0.00017767510871635753 0.0049928687512874612 0.0019071503775194289 0.0018488886416889729 0.0019071503775194289 0.00042089859198313212 0.0037758676335215573 0.032603342086076743 0.0013146653072908523 0.00017767510871635753 0.00055427959887310873 0.011519505176693203
decision_type=2 2 2 2 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 15 8 -6 -7 10 -8 -12 13 -10 -9 16 -2 18 19 -3 -20 22 -21
right_child=1 17 -4 4 7 6 9 14 12 -11 11 -13 -14 -15 -16 -17 -18 -19 20 21 -22 -23 -24
leaf_value=-9.2338379972953434e-05 -0.0010734053038984482 0.0017740382163572426 -0.0032146644207359937 0.0050120695946266683 0.0035738987660893836 0.0039241502212290077 -0.0052010999412969543 -0.0020495752102286961 -8.6729763683599719e-05 0.0026718038876904324 0.00080779267504893753 -0.0034838412937486483 -0.0020097415900330101 0.0031123244633482336 0.00082704439517262388 1.6452593002686314e-05 -0.0053035615176409284 0.00044275253634224284 -0.00041410633582519775 -0.00062879972607739827 0.0032330276298085988 0.0010567579805613619 -0.0021671830198595667
leaf_weight=5909.3846052885056 63.757819533348083 77.083394527435303 48.050142526626587 78.176854848861694 82.189165949821472 84.71765398979187 46.615114808082581 69.253953695297241 124.84076499938965 43.793854713439941 166.95561528205872 62.517973184585571 54.590941667556763 109.78739023208618 563.12087953090668 96.803382635116577 49.387579560279846 727.88957417011261 93.279024958610535 484.14333641529083 70.347414016723633 97.193745374679565 356.11978113651276
leaf_count=2989 30 38 32 29 32 28 27 40 58 19 62 33 31 33 262 39 33 342 56 254 31 55 227
internal_value=0 0.000149472 0.000499454 0.000604649 0.00127324 1.81948e-05 0.000497564 0.000864192 0.00148046 -0.000651422 -0.00117856 -0.000361424 0.000764655 0.00141017 0.000512014 -0.00156598 -0.00291985 -0.000170858 -0.000549955 -0.000824755 0.00115389 -0.00103844 -0.0012808
internal_weight=0 3650.62 1744.56 1696.51 792.741 903.768 693.819 714.564 373.937 319.883 276.089 229.474 289.219 234.628 632.375 209.949 113.145 1906.06 1178.17 1014.54 163.626 937.457 840.263
internal_count=4780 1791 788 756 363 393 291 334 150 141 122 95 122 91 302 102 63 1003 661 574 87 536 481
is_linear=0
shrinkage=0.05


Tree=276
num_leaves=24
num_cat=0
split_feature=92 91 82 4 96 101 113 27 0 87 79 78 129 19 145 51 138 85 60 127 65 22 58
split_gain=0.0526614 0.147184 0.193255 0.204897 0.191797 0.153497 0.185648 0.178305 0.17231 0.167481 0.328186 0.297207 0.382253 0.304601 0.238047 0.223846 0.223522 0.205663 0.199507 0.178574 0.176971 0.30196 0.259328
threshold=0.002945306478068233 0.0095705352723598498 0.0087224207818508166 0.0026012937305495147 0.018276390619575981 0.0014881226234138014 0.0084566329605877417 0.021960759535431865 0.0038949446752667431 0.00017767510871635753 0.0044099434744566688 0.0058306583669036635 0.00057154725072905432 0.004017772153019906 0.00017767510871635753 0.0068083447404205808 0.0014881226234138014 0.0012357163941487672 0.00062670491752214741 0.00017767510871635753 0.00099512818269431613 0.00066645268816500913 0.0045489775948226461
decision_type=2 2 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 7 9 -8 10 11 12 14 -13 -7 20 17 18 -17 -18 21 -11 -23
right_child=1 2 -4 -5 -6 6 8 -9 -10 15 -12 13 -14 -15 -16 16 19 -19 -20 -21 -22 22 -24
leaf_value=-0.00010197040286526068 -0.00015327919448002646 -0.0029780605737572685 0.0016359219715031783 0.0005525061735505727 0.003723277395424403 0.0047672626126101687 -9.5586394293620567e-06 -0.0023268581177565647 -0.003257868108823891 -0.0022819344194153681 -0.00094572962118264154 -0.0025188900119264661 0.0062526555491683872 0.0025709932213961932 0.00026611855948885675 -0.0017452248393031126 0.0041901080138533565 -0.00202768388115837 0.0018642303697632508 0.001077890693010844 0.00067156333199281846 -0.0011937861947938558 0.0021979301524891895
leaf_weight=5447.1481776237488 1852.6364171504974 125.37751376628876 51.623295545578003 61.131740808486938 38.444106578826904 44.936110377311707 135.10110318660736 49.289988875389099 58.505662083625793 186.26527786254883 98.531182408332825 51.964862942695618 78.079264163970947 67.672539949417114 84.815244674682617 47.903756499290466 94.079713225364685 65.290437936782837 190.63911914825439 90.360174179077148 414.45022463798523 117.15771019458771 108.59633922576904
leaf_count=2718 1020 80 17 30 15 12 48 29 30 100 56 31 25 29 32 26 35 39 64 44 196 66 38
internal_value=0 0.000135052 -0.00107148 -0.00182085 0.000209203 0.000173988 0.000479641 0.00063872 -0.000991159 0.000722692 0.00158428 0.00234554 0.0034884 0.000360187 0.00182498 0.000443522 0.00129232 0.000458817 0.00113939 0.00266538 -5.79449e-05 -0.000791757 0.000437759
internal_weight=0 4112.85 238.133 186.509 3874.72 3836.28 1983.64 1790.03 193.607 1740.74 425.999 327.468 207.831 119.637 129.751 1314.74 488.273 303.833 238.543 184.44 826.47 412.019 225.754
internal_count=4780 2062 127 110 1935 1920 900 822 78 793 185 129 69 60 44 608 208 129 90 79 400 204 104
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=24
num_cat=0
split_feature=19 7 79 67 27 0 14 116 106 17 26 148 113 53 109 34 109 77 105 31 133 77 47
split_gain=0.0538445 0.104796 0.125294 0.0975581 0.0582732 0.194183 0.230587 0.28375 0.247416 0.242031 0.220906 0.215774 0.268937 0.333436 0.272383 0.271699 0.313496 0.246281 0.220015 0.214502 0.187692 0.183906 0.352052
threshold=0.086341444402933135 0.001792412775103003 0.00043393640953581786 0.000490355829242617 0.0011980500421486797 0.0034400182776153092 0.00047558375808876013 0.0030382014811038975 0.0019071503775194289 0.00093549740267917525 0.0031340263085439806 0.0016331639490090313 0.0020932231564074759 0.00244467705488205 0.013032016810029747 0.0046923852059990176 0.0066005610860884198 0.0063990866765379914 0.0022272822679951791 0.014293605927377941 0.029773407615721229 0.00899649551138282 0.0056525857653468856
decision_type=2 2 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 20 -6 7 -7 11 -9 -10 -8 13 19 15 17 -17 -15 -14 -13 21 -1 -23
right_child=1 -3 3 -5 5 6 8 9 10 -11 -12 12 18 14 -16 16 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00012146329728674978 0.0004887925241874963 0.0008232896942956243 -0.0037832070982020596 -0.00057430521866167102 -0.00046041886446531344 -0.0015247565665971034 -0.0017691390034612075 0.0057565849550022322 -0.00041780688668469946 0.001429807414819401 0.0016378541789369803 2.6948590616969963e-05 0.0013775768786767929 0.0041144804578364868 0.00018938843450223435 0.0018954112233534942 0.0067506734319851634 -0.00069844003999616191 -0.0026239409812874571 0.0037554513358779365 -0.0020228516459127382 1.4729113994987834e-05 0.0036535406501370764
leaf_weight=3616.2434506416321 51.672090888023376 70.493800044059753 61.326922178268433 38.590492606163025 2126.4894044399261 46.566319465637207 82.725914716720581 50.334653854370117 1863.3558762073517 90.311378836631775 140.54844200611115 417.15393126010895 55.781992673873901 47.757370471954346 97.047359347343445 55.830788016319275 82.189165949821472 59.9406898021698 89.413099884986877 42.505213022232056 95.856308341026306 167.78513610363007 110.08016228675842
leaf_count=1620 19 37 38 21 1158 25 54 18 975 42 56 253 26 20 49 28 32 35 59 20 54 96 45
internal_value=0 -0.000769447 -0.00151012 -0.00254385 1.82997e-05 -8.95876e-05 0.000155198 0.00185822 5.01226e-05 0.00297828 -0.000273628 0.000679781 0.000893569 0.00125187 0.00243218 0.00331798 0.00478666 0.00143579 -0.00108661 0.000371728 0.000162907 0.000216711 0.00145629
internal_weight=0 222.083 151.59 99.9174 9337.92 5347.95 3221.46 187.212 3034.25 140.646 2003.9 1030.35 947.62 802.425 342.765 245.718 138.02 107.698 145.195 459.659 3989.97 3894.11 277.865
internal_count=4780 115 78 59 4665 2850 1692 85 1607 60 1031 576 522 437 164 115 60 55 85 273 1815 1761 141
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=24
num_cat=0
split_feature=98 39 37 148 65 117 34 2 47 99 4 92 22 60 29 11 5 61 123 116 4 128 91
split_gain=0.0521714 0.21338 0.158653 0.189963 0.16613 0.145478 0.237464 0.286305 0.335691 0.285004 0.224424 0.307077 0.249345 0.216421 0.201674 0.317799 0.305143 0.299605 0.309885 0.254613 0.293211 0.250943 0.241136
threshold=0.0037758676335215573 0.028884131461381916 0.0023699469165876512 0.00087947337306104611 0.10820819064974786 0.022641776129603389 0.0015833032084628942 0.00052132029668428015 0.0027679565828293566 0.004017772153019906 0.0023699469165876512 0.088838413357734694 0.00066645268816500913 0.079227816313505187 0.010180860292166473 0.00057154725072905432 0.000490355829242617 0.00075379351619631063 0.00043393640953581786 0.0063990866765379914 0.00046126570669002836 0.00017767510871635753 0.0011261500185355546
decision_type=2 2 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 4 -4 -1 13 7 8 9 -7 11 -8 -12 14 15 16 17 -2 -19 -17 -21 -22 -16
right_child=1 -3 3 -5 -6 6 10 -9 -10 -11 12 -13 -14 -15 22 19 -18 18 -20 20 21 -23 -24
leaf_value=0.00029766541902643022 0.00044799216035368988 -0.0029020249269208448 -0.0024303883195962673 -0.00020581720895008075 -0.0025812057344633001 -0.0037701625982771215 0.00092478615799904118 0.0015367525451955358 -0.0060043972289476992 0.0010153905735930857 0.00059977184586664824 0.0047677761079469409 -0.0020553682585581052 0.0024327665641608967 -0.00066567826757190469 -0.00067781395071276967 0.0012790037024383476 -0.0052523997802595744 0.00057448401524593168 -0.0051354968165368805 0.0018997441115628511 -0.0023563720550232085 0.00094714923246585364
leaf_weight=3845.3421926498413 144.65834379196167 67.965312004089355 106.7021906375885 953.75008404254913 50.773811936378479 51.72088623046875 604.11343693733215 75.453185439109802 42.651599049568176 78.079264163970947 282.04395830631256 56.875452995300293 128.80428075790405 72.875902056694031 394.33987379074097 1306.3277679681778 370.82271873950958 62.566768527030945 35.915618538856506 70.640186071395874 44.98490571975708 150.49604535102844 562.09617733955383
leaf_count=2184 63 41 68 558 36 21 220 25 26 25 97 17 59 27 179 586 130 35 19 43 14 87 220
internal_value=0 -0.000121201 0.000112566 -0.000429652 0.000260148 -7.95298e-05 0.000362501 -0.00103209 -0.00215604 -0.000891487 0.000685055 0.00125546 -0.000232636 -0.00026094 -0.000323402 -0.00058831 0.000376401 -0.00100019 -0.00312739 -0.000964982 -0.00237462 -0.00137694 0.000282178
internal_weight=0 4603.43 4956.57 1060.45 3896.12 4535.47 1319.74 247.905 172.452 129.8 1071.84 660.989 410.848 3215.72 3142.85 2186.41 613.963 243.141 98.4824 1572.45 266.121 195.481 956.436
internal_count=4780 1934 2846 626 2220 1893 490 97 72 46 393 237 156 1403 1376 977 247 117 54 730 144 101 399
is_linear=0
shrinkage=0.05


Tree=279
num_leaves=24
num_cat=0
split_feature=4 51 125 112 19 133 27 142 80 24 42 72 43 144 96 81 98 99 102 28 142 80 38
split_gain=0.0525478 0.13154 0.120875 0.0969972 0.065357 0.193835 0.264032 0.439474 0.397759 0.229028 0.221237 0.208168 0.273058 0.287558 0.216836 0.305941 0.250798 0.255532 0.23914 0.221806 0.203887 0.215628 0.384435
threshold=0.015675474889576439 0.00066645268816500913 0.0013986918493174019 0.00073092587990686308 0.0072436286136507997 0.0070226341485977182 0.0005375427135732026 0.00073092587990686308 0.00042089859198313212 0.0010263677686452868 0.0031340263085439806 0.015675474889576439 0.024810968898236755 0.0053125319536775359 0.0054799309000372895 0.0021592099219560628 0.0016331639490090313 0.0016846025246195497 0.0066005610860884198 0.00085274505545385193 0.0062037324532866487 0.00090704852482303988 0.00070876078098081063
decision_type=2 2 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 -1 7 -7 10 -9 -8 12 13 14 15 -10 -16 19 20 -18 21 -17 -23
right_child=1 2 3 -5 -6 6 8 9 11 -11 -12 -13 -14 -15 16 18 17 -19 -20 -21 -22 22 -24
leaf_value=-8.0104643677031059e-05 -0.0034344835467267488 0.0018435616862651251 -0.0029931945248218169 0.00049409563720173133 -0.00018667129481014945 0.0049329776975172504 -0.00056284559847510256 -0.0017243264941449903 0.0041337304858407057 0.0018308347924830941 -0.0036475770157253259 -0.001052364919045441 -0.0020380671406482979 -0.00097567190937300485 -0.0012710679666589363 0.0021491241025575454 0.00075062840612411777 -2.502794669910397e-06 0.0035897496061257647 0.0049792554847230145 0.0020959574481099518 -0.0040703925623014371 0.00090457370275374342
leaf_weight=4548.0467003583908 38.688083291053772 49.046012163162231 41.314162015914917 38.541697263717651 2800.9990507364273 84.766449332237244 211.53019547462463 67.818925976753235 123.21055591106415 136.43854022026062 80.14863133430481 166.54528975486755 78.225650191307068 158.66705358028412 142.66660451889038 70.249823331832886 58.310480713844299 164.52471792697906 96.70579195022583 66.237512230873108 177.70390689373016 66.725465655326843 92.888662219047546
leaf_count=2301 25 19 25 19 1411 30 113 35 45 49 56 99 31 99 89 27 22 70 35 24 72 44 40
internal_value=0 -0.000877572 -0.000110151 -0.00131009 1.56586e-05 0.000101638 0.000506155 0.00190644 0.000275461 0.000650426 -0.00141048 0.000611666 0.000825486 0.00100941 0.00130677 0.00190018 0.000444324 0.00129093 0.00135444 0.00299951 0.000824062 -0.000159219 -0.00117517
internal_weight=0 167.59 128.902 79.8559 9392.41 6591.41 2043.36 289.024 1754.34 204.257 291.679 1462.66 1296.12 1217.89 1059.22 627.484 431.739 289.073 504.274 124.548 407.568 229.864 159.614
internal_count=4780 88 63 44 4692 3281 980 114 866 84 169 697 598 567 468 263 205 116 218 46 183 111 84
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=24
num_cat=0
split_feature=46 83 4 131 18 87 63 10 83 82 146 24 78 51 9 69 82 21 107 77 29 27 35
split_gain=0.0518634 0.172907 0.218442 0.199894 0.417379 0.31668 0.240312 0.458491 0.184396 0.306747 0.219354 0.179391 0.214055 0.177515 0.175751 0.246758 0.231013 0.225622 0.195439 0.207476 0.223088 0.184819 0.193695
threshold=0.0081988852471113222 0.0026833302108570938 0.001792412775103003 0.00017767510871635753 0.0015833032084628942 0.00055427959887310873 0.00073092587990686308 0.00068727668258361529 0.0020292587578296666 0.00047558375808876013 0.0010263677686452868 0.004017772153019906 0.010500331409275534 0.0034400182776153092 0.00096484774257987748 0.0005375427135732026 0.00055427959887310873 0.00099512818269431613 0.0021592099219560628 0.010500331409275534 0.0053125319536775359 0.0036604277556762104 0.00017767510871635753
decision_type=2 2 2 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 7 -3 10 -10 -2 12 13 -8 18 16 -16 -17 -5 20 -20 22 -22
right_child=1 3 -4 14 5 -7 11 -9 9 -11 -12 -13 -14 -15 15 17 -18 -19 19 -21 21 -23 -24
leaf_value=8.0468499499154592e-05 0.0036057675692428371 -0.0081466248596286164 -0.0024982253641791432 -0.00048568173926395568 0.0043486184660975402 -0.0011988004891989334 -0.00068363638212016282 -0.0019273506358129901 0.0057763373786802298 -9.1111444180445899e-05 -0.00015446071770714635 -0.002243571475324824 -0.0026182597738598676 0.0030578503560732984 0.00020543951566986244 0.0012371241050372565 -0.0046177045204440752 -0.00086401512606730968 0.0022113083069339253 -0.0025223690365820534 0.0020209293601233273 0.0017140255697892959 -0.00090096273314507085
leaf_weight=6470.7000571489334 47.757370471954346 36.062004566192627 44.037831425666809 518.06721568107605 55.635606646537781 47.854961156845093 59.794303774833679 166.25251770019531 50.383449196815491 39.927929639816284 206.42442405223846 126.51976943016052 48.001347184181213 67.47735857963562 38.639287948608398 172.69572615623474 69.449135065078735 491.074498295784 241.41293108463287 45.424063801765442 71.538465023040771 171.06551706790924 273.80419194698334
leaf_count=3177 20 25 29 299 20 24 29 87 20 22 119 73 30 21 23 82 48 269 100 32 26 69 136
internal_value=0 -0.000168545 0.000817682 -0.000310424 -0.00110882 0.00178344 -0.00170259 -0.00303592 0.00124157 0.00318226 0.000552036 -0.00080876 0.000226949 0.00130004 -7.8667e-05 -0.000678113 -0.00289353 -0.000317353 0.000271506 0.000759867 0.000956606 0.000370051 -0.000295687
internal_weight=0 3089.3 388.531 2700.77 607.598 103.491 504.107 202.315 344.493 90.3114 254.182 301.793 175.273 127.272 2093.17 771.859 108.088 663.77 1321.31 803.245 757.821 516.408 345.343
internal_count=4780 1603 210 1393 309 44 265 112 181 42 139 153 80 50 1084 422 71 351 662 363 331 231 162
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=24
num_cat=0
split_feature=143 45 71 78 132 47 71 47 39 110 37 93 95 70 95 78 7 40 69 19 102 51 110
split_gain=0.0505722 0.136111 0.293043 0.198214 0.197887 0.315394 0.169447 0.154423 0.100188 0.262848 0.376451 0.238357 0.219582 0.216531 0.267444 0.158683 0.257521 0.20732 0.326886 0.571538 0.308416 0.201209 0.193973
threshold=0.00017767510871635753 0.00017767510871635753 0.0033348383149132137 0.00017767510871635753 0.000490355829242617 0.0017376682371832433 0.010829726699739696 0.00747153488919139 0.00017767510871635753 0.002945306478068233 0.00017767510871635753 0.18012819439172748 0.0011261500185355546 0.00046126570669002836 0.00039601318712811922 0.037906534969806678 0.00062670491752214741 0.0084566329605877417 0.00085274505545385193 0.0026012937305495147 0.0028552538715302949 0.0020932231564074759 0.0016846025246195497
decision_type=2 2 2 2 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 -3 -8 9 15 13 -10 -12 14 -11 17 -17 18 22 20 -20 -19 -2
right_child=8 3 -4 4 -6 -7 7 -9 11 10 12 -13 -14 -15 -16 16 -18 21 19 -21 -22 -23 -24
leaf_value=-7.3674908157715289e-05 0.00065461305386021692 -0.0014357425800894529 -0.0046752986641833407 0.00052449565228512342 0.00046036893854704987 -0.005085134940834124 0.0034642328145975637 0.00047029807622732064 -3.383523830433713e-05 -0.0012441220025886969 -0.0006659859970997886 -0.0034753680101796609 -0.0054070873658087684 -0.0015234506464351439 0.0034550039033904504 -0.0032868051448527919 0.0022511822744155341 0.00043200320395517851 -0.0074666611700963505 0.0011460735310822598 -0.0012947482259371606 0.0043184097892554835 0.002960284156945841
leaf_weight=94.762848019599915 1110.7980215549469 54.590941667556763 54.493350982666016 43.745059370994568 97.291336059570312 58.652048110961914 75.355594754219055 100.52292168140411 6983.8655525445938 50.529835224151611 41.167775988578796 50.676221251487732 60.038280487060547 102.39710748195648 75.550776124000549 61.375717520713806 31.903307437896729 59.647917747497559 42.749189734458923 96.656996607780457 38.444106578826904 75.404390096664429 99.380666017532349
leaf_count=63 483 31 27 17 59 36 21 30 3598 26 19 32 39 53 29 40 16 23 30 33 15 23 37
internal_value=0 -0.000452746 -0.00175373 -1.3322e-06 -0.0011544 -0.00268865 0.000997731 0.00175306 2.92105e-05 0.000346727 -0.000939941 -5.86277e-05 -0.00347854 0.000184552 0.00157172 0.000609165 -0.0013927 0.000731767 0.000549805 -0.00145174 -0.00454433 0.00260192 0.000843956
internal_weight=0 579.414 149.256 430.158 199.688 102.397 230.469 175.879 8980.59 1946.04 329.684 7034.54 101.206 228.478 126.081 1616.36 93.279 1523.08 1388.03 177.85 81.1933 135.052 1210.18
internal_count=4780 284 90 194 112 53 82 51 4496 866 166 3630 58 108 55 700 56 644 598 78 45 46 520
is_linear=0
shrinkage=0.05


Tree=282
num_leaves=24
num_cat=0
split_feature=16 3 12 60 11 9 79 99 137 132 140 71 29 29 50 145 34 61 109 37 44 121 104
split_gain=0.0506801 0.0763453 0.0988956 0.237523 0.333774 0.252034 0.166225 0.168867 0.128302 0.128647 0.114086 0.0954416 0.0877085 0.319746 0.292173 0.252797 0.208427 0.229761 0.197447 0.196278 0.19052 0.175081 0.282078
threshold=0.005485186818987132 0.011519505176693203 0.012636432424187662 0.00017767510871635753 0.0019071503775194289 0.0022975050378590827 0.0058306583669036635 0.00099512818269431613 0.0026833302108570938 0.0015349716995842757 0.0060143163427710542 0.00099512818269431613 0.0017376682371832433 0.0013986918493174019 0.076978169381618514 0.00055427959887310873 0.011519505176693203 0.0062037324532866487 0.0030382014811038975 0.0011261500185355546 0.0084566329605877417 0.0035485138650983576 0.0049928687512874612
decision_type=2 2 2 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 8 7 -4 9 -5 -11 -3 13 14 15 20 21 -18 -15 -20 -1 -17 -23
right_child=-2 11 3 5 -6 -7 -8 -9 -10 10 -12 -13 -14 18 -16 16 17 -19 19 -21 -22 22 -24
leaf_value=6.05227435027482e-05 0.001401203015671782 0.00034961360999336173 -0.00019195527705249016 -0.0028406350323661659 0.0044780801984933508 0.0038876889782037752 -0.0015027674683754401 0.0041026615553025805 0.0023985381758963426 -0.0011073926819896896 0.0013751826804071514 -0.0012204573539236437 5.1272374706980274e-05 -0.0035873021901430715 0.0022725699791933665 -0.0018631297823560999 -0.00050079000691365908 0.0037883113527445683 -0.0021893759239327883 0.001998448768948652 0.0025472955245579754 -0.002127714504468874 0.0026562948118174605
leaf_weight=325.81785023212433 64.099386930465698 149.69535708427429 47.95255184173584 68.16049337387085 81.046910285949707 34.529386162757874 61.42451286315918 43.793854713439941 31.903307437896729 152.27264046669006 66.481488943099976 273.88181984424591 7016.4741808176041 111.85675740242004 121.72673285007477 410.75951814651489 109.08429265022278 43.745059370994568 77.32737123966217 43.842650055885315 100.86448907852173 61.082945466041565 62.176405787467957
leaf_count=169 44 108 28 49 39 16 42 19 16 106 34 193 3320 64 38 260 58 17 48 21 44 28 19
internal_value=0 -9.45842e-06 2.11753e-05 0.000648498 0.00188327 -0.000169974 0.000510279 0.00185802 -0.000609436 -0.000943906 -0.000352914 -0.000665582 -2.22664e-05 -0.000373686 -5.32127e-05 -0.000307458 -0.00090124 0.0007269 -0.00207249 -0.000674106 0.000648377 -0.00136719 0.00028551
internal_weight=0 9495.9 9072.32 587.565 234.218 353.347 153.171 91.7464 318.818 286.915 218.754 423.577 8484.76 1468.28 1235.26 1113.53 686.848 152.829 233.027 121.17 426.682 534.019 123.259
internal_count=4780 4736 4435 349 128 221 89 47 205 189 140 301 4086 766 633 595 382 75 133 69 213 307 47
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=24
num_cat=0
split_feature=129 21 135 106 79 58 124 124 82 0 147 29 7 99 58 65 5 108 116 8 83 143 102
split_gain=0.0497193 0.16577 0.276583 0.235809 0.274405 0.366272 0.24409 0.229398 0.212759 0.179367 0.257506 0.166824 0.294522 0.160428 0.231491 0.300334 0.254126 0.225272 0.328159 0.322332 0.201202 0.19188 0.284086
threshold=0.000490355829242617 0.00040826165059115743 0.00057154725072905432 0.0035485138650983576 0.0058306583669036635 0.0053125319536775359 0.00017767510871635753 0.00087947337306104611 0.00073092587990686308 0.0034400182776153092 0.0045489775948226461 0.0032328735105693345 0.00055427959887310873 0.0026012937305495147 0.017188700847327713 0.00060774214216507982 0.033603202551603324 0.0019672545604407792 0.00087947337306104611 0.0015833032084628942 0.0063990866765379914 0.022641776129603389 0.00082683752407319855
decision_type=2 2 2 2 2 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 -2 -8 -9 -4 -11 12 -5 14 16 20 21 18 -15 -19 -16 -3 -23
right_child=1 13 9 11 5 -7 7 8 -10 10 -12 -13 -14 17 15 -17 -18 19 -20 -21 -22 22 -24
leaf_value=-0.00011834432184532564 -0.0038128801794345031 -4.1835000194002415e-05 0.00074347434136112106 0.0054468161914077301 0.00038678415752720243 0.0058189374462305028 0.0025850346135078712 -0.00013985379190881674 -0.0027651425674582869 0.0010138038053633925 0.005648482374987232 0.00032807852130726752 1.8723275905355956e-06 -0.006188746191096264 0.005538486844793019 -0.0015380058604763166 -0.003270119280440899 0.0023171520158853697 -0.0010605021158123272 -0.00040378586814119357 0.0017153374173300559 0.0040117182611452704 0.00028210421303006015
leaf_weight=4602.3958885669708 59.989485144615173 1623.9923495054245 114.23885941505432 59.550327062606812 190.81433773040771 37.057874202728271 55.733197331428528 288.44724118709564 105.36475360393524 55.684401988983154 64.900075197219849 103.53936314582825 42.602803707122803 36.110799908638 46.322342753410339 54.493350982666016 55.928378701210022 119.24704015254974 229.16085362434387 1247.6845896244049 133.86125683784485 75.599571466445923 157.28082120418549
leaf_count=2053 37 959 54 19 125 12 24 198 67 22 23 46 24 27 15 27 32 44 136 658 51 31 96
internal_value=0 0.000109865 0.000627778 0.000245468 -0.0001721 0.00127019 -0.000817117 -0.000417348 -0.000842252 0.00216322 0.00350825 0.00174245 0.00317601 -5.15405e-05 0.000232451 0.00171453 5.06177e-05 -0.000425186 -0.0017586 -0.000166419 0.00269821 0.000150637 0.00149284
internal_weight=0 4957.6 1177.92 943.099 737.407 227.872 509.535 449.545 393.812 234.823 120.584 205.692 102.153 3779.68 2147.48 234.677 1912.8 1632.2 265.272 1366.93 180.184 1856.87 232.88
internal_count=4780 2727 651 552 463 137 326 289 265 99 45 89 43 2076 1211 93 1118 865 163 702 66 1086 127
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=24
num_cat=0
split_feature=39 141 53 69 27 42 5 1 134 142 127 124 117 17 43 78 39 135 143 58 89 59 101
split_gain=0.0497984 0.159976 0.16942 0.213748 0.148333 0.110239 0.0828701 0.0736373 0.201826 0.202947 0.188652 0.159148 0.152019 0.145837 0.256272 0.127071 0.10259 0.272619 0.267283 0.435282 0.317012 0.416404 0.268935
threshold=0.02129978779703379 0.0026833302108570938 0.0072436286136507997 0.019431582652032379 0.0060143163427710542 0.0027679565828293566 0.000490355829242617 0.036783467978239066 0.00017767510871635753 0.0044099434744566688 0.0030382014811038975 0.00087947337306104611 0.027182282879948619 0.19438949227333072 0.00075379351619631063 0.0058306583669036635 0.0041444667149335155 0.0079489401541650313 0.002945306478068233 0.0095705352723598498 0.00047558375808876013 0.0034400182776153092 0.0022272822679951791
decision_type=2 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 -4 -2 13 9 12 11 -11 15 16 -15 -9 -1 18 -18 -20 21 -21 -23
right_child=1 4 5 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 17 -19 19 20 -22 22 -24
leaf_value=-1.6538950482000441e-05 -0.00099706765905303949 -0.002796010470488441 0.003481624105275766 0.0022972895966903383 -0.00013989971366146168 0.000362283248507987 -0.0039679468081149456 -0.0034539348835337215 0.0013342484292057667 -0.0066440892801992047 5.8373676430428236e-05 -0.0022392769883762017 0.0022421262025918861 0.00086773687292227139 -0.0042109074726951494 0.00029318271884256806 -0.00066948527690436418 -0.0010113516682071486 0.00050606029702450006 0.0074654477096381512 -0.00010526802742445525 -0.00039223665638362911 0.0041256123650931882
leaf_weight=6611.0732805728912 116.06424987316132 110.90968310832977 51.818476915359497 46.46872878074646 99.917414784431458 62.469177842140198 29.423614740371704 38.688083291053772 91.648815870285034 37.44823694229126 37.106669545173645 45.326473116874695 46.322342753410339 46.517524123191833 53.302299976348877 54.493350982666016 317.13892579078674 294.01213347911835 1106.0426872968674 55.586811304092407 70.44500470161438 54.493350982666016 83.282626271247864
leaf_count=3172 75 79 25 21 59 31 22 25 43 28 14 28 15 23 32 27 190 157 611 18 35 27 23
internal_value=0 -0.00047723 0.000252481 -0.000654956 -0.0015372 0.0017766 -0.0015979 2.72879e-05 -0.000682694 -0.00139534 -0.00290405 -0.00423207 -9.88437e-05 5.59614e-05 -0.00184418 -0.00126259 7.80367e-05 0.000393658 0.000638526 0.000941348 0.00276634 0.00381251 0.00233871
internal_weight=0 517.071 306.244 191.957 210.827 114.288 145.488 9042.93 351.034 259.385 119.881 82.7747 139.504 8691.89 99.8198 93.1814 8592.07 1981 1686.99 1369.85 263.808 193.363 137.776
internal_count=4780 312 174 118 138 56 97 4468 180 137 70 56 67 4288 55 52 4233 1061 904 714 103 68 50
is_linear=0
shrinkage=0.05


Tree=285
num_leaves=24
num_cat=0
split_feature=144 50 147 49 35 148 110 100 42 15 51 94 8 96 19 71 19 70 0 53 46 138 124
split_gain=0.0497883 0.191283 0.182896 0.284928 0.371893 0.25158 0.320733 0.42449 0.307648 0.308925 0.246124 0.244222 0.166435 0.21204 0.154934 0.172573 0.144326 0.143119 0.139561 0.274144 0.255406 0.18552 0.15342
threshold=0.00082683752407319855 0.05109804309904576 0.0022975050378590827 0.0005893622583243997 0.00044738779251929378 0.0016331639490090313 0.0048403022810816774 0.0028552538715302949 0.00075379351619631063 0.007706565549597145 0.00017767510871635753 0.0005375427135732026 0.010829726699739696 0.00080172589514404546 0.004017772153019906 0.10522961243987085 0.086341444402933135 0.0010918468469753864 0.00017767510871635753 0.01884530205279589 0.0062037324532866487 0.00057154725072905432 0.011169348377734424
decision_type=2 2 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 16 4 -4 8 10 -8 -6 -10 11 -7 13 -3 -12 -16 -1 -13 20 22 21 -2 -20
right_child=1 12 3 -5 5 6 7 -9 9 -11 14 17 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00010435137627478519 0.0050767260812131197 -0.002934858636261414 -0.0047540857309725038 -0.0029957043183964868 -0.0011834730825420166 0.0042350801889674428 0.0050785994937521976 -0.00060956908479903532 0.0061260340995177177 0.00033876042168446498 -0.0020872701325007331 -0.0027651363829204732 -0.0040884203578169347 0.00025774273410302732 -0.0010309258035904884 0.0020795908808007072 -0.0017171626310395771 0.0017386282537304879 0.00053871647786442962 -0.0010817731575587109 -0.0016248728667003706 0.0010564969874759667 -0.00020443992130008546
leaf_weight=4100.6906521320343 53.009527921676636 71.831237077713013 46.761500835418701 116.16184055805206 57.314611077308655 42.505213022232056 55.684401988983154 79.807063937187195 50.334653854370117 42.554008364677429 313.02902400493622 36.062004566192627 39.976724982261658 188.45219850540161 283.55661392211914 52.911937236785889 111.71037137508392 34.529386162757874 2285.5179882049561 394.71027374267578 42.70039439201355 62.566768527030945 997.62156665325165
leaf_count=1725 20 38 33 79 35 20 22 42 18 22 183 25 24 82 159 16 58 16 1218 248 28 35 634
internal_value=0 0.000130659 -9.96486e-05 -0.000641129 -0.000391358 -0.000196748 -0.000513521 0.00172816 0.00169728 0.00347478 -0.000911804 0.0012408 -0.00108467 -0.000623329 -0.00128664 -0.000541776 5.60459e-05 -0.000562145 0.000225785 0.000163222 0.00167955 0.00290039 0.000312899
internal_weight=0 4136.39 5423.61 1211.21 1095.05 1048.29 898.086 135.491 150.203 92.8887 762.594 113.097 300.26 260.283 649.498 336.469 4212.4 70.5914 3836.13 3677.85 158.277 115.576 3283.14
internal_count=4780 2327 2453 670 591 558 483 64 75 40 419 61 144 120 358 175 1783 41 2183 2100 83 55 1852
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=24
num_cat=0
split_feature=8 143 27 125 145 92 21 34 80 27 3 37 96 73 142 143 145 0 34 127 53 82 106
split_gain=0.0495323 0.214878 0.174677 0.0695248 0.158551 0.136059 0.16087 0.169659 0.192332 0.161178 0.122866 0.0953865 0.108097 0.0853502 0.223669 0.330898 0.492896 0.313769 0.554934 0.312962 0.272936 0.25353 0.288504
threshold=0.033603202551603324 0.0014881226234138014 0.0028552538715302949 0.027182282879948619 0.00017767510871635753 0.088838413357734694 0.00087947337306104611 0.0035485138650983576 0.0025217677466571335 0.0011980500421486797 0.00082683752407319855 0.00075379351619631063 0.0020932231564074759 0.0010585968848317864 0.010180860292166473 0.0021592099219560628 0.0016331639490090313 0.00087947337306104611 0.0053125319536775359 0.00077738583786413084 0.023343417793512348 0.0015833032084628942 0.0035485138650983576
decision_type=2 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 13 -5 6 7 10 -9 -8 -6 -11 -13 14 15 -1 17 18 19 -17 -16 22 -18
right_child=1 2 -4 4 5 -7 9 8 -10 11 -12 12 -14 -15 20 16 21 -19 -20 -21 -22 -23 -24
leaf_value=0.00014982734193573466 -0.002077715551549062 0.0029727133077434849 -0.00027414563365512024 -0.0015915003276402639 0.0017026562142337691 -0.0018950228750737104 0.002644899248521103 0.0017254733986760272 0.0057673206113527352 -0.0025146203476054362 -0.0011235863485281126 0.0019897832421857434 -0.0015496950046344925 9.817541890017319e-05 0.00084302285112277872 -0.0042910816343400817 -0.001118748640273969 -0.0014069607814608009 0.0010292974637975346 -0.010514805367374277 -0.00080583391898019462 -0.00092371873195341695 0.0015371970527033956
leaf_weight=1319.2341476678848 51.867272257804871 97.945638298988342 71.782441735267639 78.762398958206177 111.32000863552094 42.602803707122803 41.118980646133423 84.961630702018738 45.033701062202454 56.074764728546143 58.749638795852661 41.118980646133423 45.375268459320068 4499.6239346265793 855.96192479133606 71.92882776260376 153.07332873344421 537.25045502185822 38.444106578826904 28.086177706718445 355.09507894515991 566.64523720741272 307.94321537017822
leaf_count=523 27 32 36 53 42 24 17 38 16 38 40 17 30 2469 371 42 85 278 15 21 185 245 136
internal_value=0 0.000738824 0.00159953 -1.75319e-05 0.000500757 0.000813837 0.0010524 0.00176579 0.00312567 -0.00011297 0.000726346 -0.000908379 0.000132957 -5.34435e-05 -0.000214587 -0.000444629 -0.000905026 -0.00195394 -0.00407631 -0.00603883 0.00035956 -0.000215345 0.000655332
internal_weight=0 221.595 169.728 9338.4 605.118 526.356 483.753 300.065 129.995 183.688 170.07 142.569 86.4942 8733.29 4233.66 3022.61 1703.37 675.71 138.459 100.015 1211.06 1027.66 461.017
internal_count=4780 95 68 4685 315 262 238 136 54 102 82 85 47 4370 1901 1345 822 356 78 63 556 466 221
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=24
num_cat=0
split_feature=127 35 29 47 80 150 35 62 25 100 121 18 114 113 140 115 78 103 11 87 56 47 78
split_gain=0.0482728 0.155755 0.206975 0.118723 0.0773573 0.0592923 0.254466 0.199309 0.167791 0.221481 0.151366 0.146249 0.143087 0.21516 0.218298 0.0948945 0.31297 0.262853 0.451772 0.202517 0.186039 0.210429 0.222923
threshold=0.062805486842989935 0.0010585968848317864 0.013439828064292671 0.00747153488919139 0.0016846025246195497 0.014740333426743748 0.0019672545604407792 0.0031340263085439806 0.00017767510871635753 0.010829726699739696 0.0021592099219560628 0.00038414125447161501 0.00017767510871635753 0.013439828064292671 0.0060143163427710542 0.00017767510871635753 0.023343417793512348 0.00899649551138282 0.0014427106943912806 0.0072436286136507997 0.00066645268816500913 0.0005375427135732026 0.00068727668258361529
decision_type=2 2 2 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 8 10 12 -10 -8 -9 13 -7 -15 16 17 19 -19 20 21 22 -1
right_child=1 3 -4 -5 -6 6 7 11 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=3.5854223561580516e-05 0.0032423661995087645 -0.00042089706437949554 -0.00082712495233485056 0.0011775490325370427 -0.0036830946497198661 0.0020114247104507017 -0.0018466327188762961 0.0011965310058436732 0.0004185437725600705 -0.0037307426266616028 -0.0057592509920766479 -0.0023273548973368557 0.0027762080611542449 0.0010502911075370683 -0.0028420740438592027 0.00010427296668748042 -0.0035004142264186511 0.00019142253212894262 -0.0067740039514934923 -0.00262501317446088 -0.0025592936807984881 -4.6884003316635046e-05 0.0031101322495529072
leaf_weight=118.0559891462326 90.018606781959534 39.879134297370911 47.854961156845093 54.298169612884521 33.387130498886108 101.95794939994812 58.700843453407288 62.176405787467957 78.274445533752441 54.590941667556763 42.70039439201355 55.928378701210022 72.778311371803284 68.766000270843506 75.648366808891296 6728.3551907539368 73.266264796257019 55.733197331428528 39.976724982261658 71.831237077713013 63.855410218238831 1354.1538965702057 117.81201243400574
leaf_count=49 30 20 24 19 23 35 38 19 33 31 28 32 23 20 33 3566 43 24 24 38 34 555 39
internal_value=0 0.000664852 0.00182987 -0.000594321 -0.00190747 -1.89871e-05 -0.000471525 -0.00186824 0.000206743 -0.00128629 -0.00349425 -0.000472201 0.000828306 0.000252897 -0.000988641 1.62544e-05 -0.000296315 -0.000167431 -0.00271794 -2.59761e-05 8.69054e-05 0.000193177 0.0015714
internal_weight=0 265.438 137.874 127.564 73.2663 9294.56 671.522 219.506 452.016 132.865 101.401 118.105 319.151 246.372 144.414 8623.04 1894.68 1821.42 95.7099 1725.71 1653.88 1590.02 235.868
internal_count=4780 116 54 62 43 4664 292 117 175 64 66 51 111 88 53 4372 806 763 48 715 677 643 88
is_linear=0
shrinkage=0.05


Tree=288
num_leaves=24
num_cat=0
split_feature=143 101 27 39 31 92 110 73 113 109 126 108 109 98 145 68 42 141 1 9 25 100 114
split_gain=0.0487265 0.207679 0.160421 0.161221 0.131491 0.155411 0.210963 0.131059 0.183118 0.0965733 0.0962272 0.0886658 0.193128 0.192874 0.344769 0.176629 0.210472 0.232428 0.158833 0.15183 0.218342 0.158591 0.152865
threshold=0.00017767510871635753 0.000490355829242617 0.0005375427135732026 0.00040826165059115743 0.00082683752407319855 0.0060143163427710542 0.0014881226234138014 0.00050559637020342063 0.0013146653072908523 0.00099512818269431613 0.00075379351619631063 0.0005375427135732026 0.0084566329605877417 0.0005375427135732026 0.0030382014811038975 0.0035485138650983576 0.001792412775103003 0.00046126570669002836 0.00046126570669002836 0.00044738779251929378 0.00090704852482303988 0.00099512818269431613 0.0011261500185355546
decision_type=2 2 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 6 7 8 -1 -3 -9 12 15 -14 -15 16 17 18 -2 20 -19 -21 -22
right_child=11 2 3 -5 -6 -7 -8 10 -10 -11 -12 -13 13 14 -16 -17 -18 19 -20 21 22 -23 -24
leaf_value=-0.0044878318273942133 0.0040499303539969483 0.00035449492559357131 -0.0028971550595816558 0.0010738509996362281 0.0011035420285326525 0.00054086045730133568 -0.0061315325930919561 -0.0013689000213416682 -0.00013641047945093943 0.002985981758540797 0.0021720986870761511 -1.9835920051710825e-05 0.00082056324822416123 -0.0059293790011336941 0.00091209761595421532 -0.001058597636590186 0.0034069804526278614 0.0016848889571002082 0.00038272265686838862 -0.00019480956858585407 -0.004854695123812678 0.0034745882237258289 -0.00092850572604987315
leaf_weight=65.290437936782837 76.839417815208435 64.851279854774475 49.192398190498352 53.20470929145813 50.529835224151611 62.517973184585571 30.663461089134216 61.473308205604553 38.395311236381531 75.404390096664429 27.890996336936951 8198.9548301696777 66.481488943099976 41.362957358360291 33.191949129104614 97.047359347343445 94.128508567810059 64.900075197219849 47.95255184173584 62.615563869476318 32.049693465232849 55.586811304092407 109.47465538978577
leaf_count=39 28 21 25 28 26 33 19 44 13 23 13 4104 34 27 15 49 37 23 28 37 22 18 74
internal_value=0 -0.000444408 0.000670759 -0.000833852 -0.00124794 -0.00166306 -0.00227895 -0.00166702 -0.00287648 0.00176924 -0.000263739 2.86725e-05 0.000537504 -0.00113751 -0.00288354 0.000906283 0.0012571 0.00080682 0.00264077 0.000101819 -0.000716436 0.00153079 -0.00181763
internal_weight=0 579.414 242.653 102.397 336.761 286.231 223.714 193.05 103.686 140.256 89.3643 8980.59 781.631 141.036 74.5549 640.595 543.547 449.419 124.792 324.627 206.424 118.202 141.524
internal_count=4780 284 97 53 187 161 128 109 52 44 57 4496 392 76 42 316 267 230 56 174 119 55 96
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=24
num_cat=0
split_feature=46 83 10 96 99 4 82 43 18 115 97 47 6 144 11 148 82 71 52 92 97 22 104
split_gain=0.048713 0.157418 0.23027 0.253792 0.22274 0.190525 0.181935 0.221011 0.247466 0.284618 0.219346 0.231904 0.184886 0.198017 0.196542 0.181368 0.169996 0.237042 0.164976 0.30876 0.162205 0.16205 0.147041
threshold=0.0081988852471113222 0.0026833302108570938 0.00068727668258361529 0.00017767510871635753 0.0022272822679951791 0.001792412775103003 0.00096484774257987748 0.00064626874518580746 0.00096484774257987748 0.0010263677686452868 0.0098710241727530974 0.00096484774257987748 0.00090704852482303988 0.0087224207818508166 0.00070876078098081063 0.0070226341485977182 0.00017767510871635753 0.030689206905663017 0.0015349716995842757 0.011169348377734424 0.00057154725072905432 0.00057154725072905432 0.00046126570669002836
decision_type=2 2 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 18 7 8 21 -10 11 -8 13 14 15 -13 -9 -18 -2 20 -20 -4 -6
right_child=1 2 6 4 22 -7 10 16 9 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=7.798621530234737e-05 3.3695239146218096e-05 -0.0053676369646036004 -0.0017531908018131937 0.00078590753814812466 -0.0035311903601953072 -0.0023191079611380914 0.0034192050014419323 0.00011524988400790368 0.0042779543838158355 -1.2114486913008795e-05 -0.0025310399730919969 0.00034478499037297579 0.0031897889453294487 -0.0025922612593326597 -2.6906714927649402e-05 0.0036773072073034113 -0.0018189002307969786 -0.0061741346527393187 0.0054776395433078183 -0.00023537529524255546 0.0013985140144792897 0.0002623083370970896 7.9778780774867578e-05
leaf_weight=6470.7000571489334 165.20785272121429 39.976724982261658 240.25071263313293 95.709922313690186 89.217918515205383 44.037831425666809 57.021839022636414 65.19284725189209 55.635606646537781 126.71495079994202 72.124009132385254 92.839866876602173 48.997216820716858 66.774260997772217 1197.4874520301819 72.875902056694031 126.76374614238739 41.460548043251038 66.139921545982361 74.554906487464905 38.590492606163025 170.50880551338196 41.21657133102417
leaf_count=3177 98 24 160 48 51 29 23 35 20 81 50 38 17 46 538 27 83 31 20 42 21 100 21
internal_value=0 -0.000163346 -0.000298721 -0.00169516 -0.00104596 0.000777672 -0.000146081 -0.000748975 -0.000236057 0.0012968 0.000163788 0.000290326 0.000169692 6.62109e-05 0.000196432 0.00181031 -0.00205229 -0.00289229 0.00117355 0.00222389 0.00397459 -0.000916545 -0.00239014
internal_weight=0 3089.3 2700.77 266.121 226.144 388.531 2434.65 826.527 593.11 182.351 1608.12 1536 1478.97 1429.98 1363.2 165.716 233.417 168.224 344.493 179.285 104.73 410.76 130.434
internal_count=4780 1603 1393 144 120 210 1249 510 361 101 739 689 666 649 603 65 149 114 181 83 41 260 72
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=24
num_cat=0
split_feature=20 107 25 113 150 49 42 46 150 113 117 112 109 75 72 98 11 30 142 75 36 117 0
split_gain=0.048646 0.253311 0.252467 0.215435 0.219198 0.201143 0.18722 0.326435 0.280723 0.183687 0.182696 0.233114 0.178119 0.273368 0.206474 0.360893 0.203692 0.174507 0.269805 0.323944 0.225431 0.262053 0.236319
threshold=0.00062670491752214741 0.0021592099219560628 0.044033329933881767 0.010500331409275534 0.0046923852059990176 0.0019672545604407792 0.001792412775103003 0.00046126570669002836 0.0013560238294303419 0.0051502294372767219 0.00017767510871635753 0.00244467705488205 0.00747153488919139 0.0036604277556762104 0.0012357163941487672 0.0037758676335215573 0.004017772153019906 0.0010918468469753864 0.0020932231564074759 0.013860232196748258 0.00085274505545385193 0.0084566329605877417 0.0044099434744566688
decision_type=2 2 2 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 12 10 7 8 -2 -6 -3 -12 -1 14 15 -14 -15 20 -19 -20 21 -9 -23
right_child=6 2 -4 -5 9 -7 -8 17 -10 -11 11 -13 13 16 -16 -17 -18 18 19 -21 -22 22 -24
leaf_value=-0.00020897420213519173 0.00049221049038494281 -0.0019212944489053287 0.0031559292216174514 0.002393806374610423 -0.00372395416217663 -0.0028776216601597991 -0.00010797738192312668 -0.00092931592425911532 0.004502187257512562 -0.00012567276185822393 0.00049046981593337501 -0.00063163297514589201 -0.0019858642808722763 -0.00098219638886939855 -0.001224785845093092 -0.0082338853587605974 0.0028718848383341446 -0.00055980532508686359 0.0010478652519690281 0.0048511604810473801 -0.0018822630677723115 7.2148511379314614e-05 0.0029300259086704637
leaf_weight=1589.893251657486 82.481938004493713 99.722233414649963 70.347414016723633 62.22520112991333 97.38892674446106 54.737327694892883 2873.2206505537033 248.83204638957977 92.693480849266052 55.781992673873901 2220.1610153913498 584.76384878158569 69.302749037742615 101.30364716053009 165.0126713514328 34.675772190093994 51.818476915359497 188.38344037532806 294.01213347911835 69.156363010406494 156.98804914951324 172.54934012889862 124.54799294471741
leaf_count=853 44 51 31 21 63 37 1465 135 32 26 961 288 42 62 90 22 25 133 157 36 84 76 46
internal_value=0 -0.00010204 0.000195551 -0.000506826 -0.000590187 0.00012518 0.00012467 0.00059223 0.00261408 -0.00241353 0.000181767 0.000256537 -0.000451379 -0.0013644 -0.00232442 -0.00406952 0.000322074 0.000309898 0.000975639 0.00177211 -0.000212484 0.00026768 0.00127022
internal_weight=0 5257.13 3029.73 2227.4 2165.18 2959.38 4302.87 1429.64 175.175 153.171 2904.65 2804.92 2012.01 422.113 268.991 103.979 153.122 1254.47 551.552 363.168 702.917 545.929 297.097
internal_count=4780 2572 1368 1204 1183 1337 2208 743 76 89 1300 1249 1094 241 154 64 87 667 326 193 341 257 122
is_linear=0
shrinkage=0.05


Tree=291
num_leaves=24
num_cat=0
split_feature=84 20 83 64 26 137 37 71 40 40 83 115 79 146 43 51 54 36 15 71 10 81 59
split_gain=0.0480502 0.139197 0.0746634 0.055609 0.151325 0.123413 0.0955886 0.0960236 0.0848684 0.222401 0.256263 0.222298 0.180575 0.173878 0.337552 0.314151 0.287255 0.215963 0.214554 0.334933 0.500072 0.331132 0.31696
threshold=0.013439828064292671 0.00080172589514404546 0.0072436286136507997 0.000490355829242617 0.00050559637020342063 0.0020292587578296666 0.0012745757703669371 0.004017772153019906 0.00017767510871635753 0.00047558375808876013 0.0092791137285530585 0.00044738779251929378 0.0014881226234138014 0.0028552538715302949 0.0056525857653468856 0.0030382014811038975 0.0005893622583243997 0.00085274505545385193 0.00057154725072905432 0.025578102096915249 0.0035485138650983576 0.0027679565828293566 0.00017767510871635753
decision_type=2 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 8 6 -6 -5 -8 13 10 12 -12 -10 15 16 18 17 -15 22 20 -20 -21 -1
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 11 -13 -14 14 -16 -17 -18 -19 19 21 -22 -23 -24
leaf_value=0.00050911870228115177 -0.0041500660304109073 0.00094414862238744856 -0.00063090764566640337 0.00062529980883633141 0.0042843132368441785 0.00058596787401616907 8.0527225775055332e-05 -0.0027929018801434078 -0.0053043819631346315 -3.1641752173045383e-05 0.0012602048924148228 -0.0023479526521101995 -0.00080186135067910377 0.0016219897083009855 -0.001024385031020724 -0.0034043865294164158 0.0032968935357748788 -0.0031970558720161284 -0.0041765270430757558 0.0002682497546046705 -0.00014755502776662736 0.0039889758188020796 0.005712001766525112
leaf_weight=102.20192611217499 34.773362874984741 49.241193532943726 26.602354645729065 277.35738217830658 43.793854713439941 46.517524123191833 73.510241508483887 48.09893786907196 58.603252768516541 7239.6686863899231 95.368354916572571 77.278575897216797 35.915618538856506 70.347414016723633 120.48688650131226 64.001796245574951 186.91958010196686 34.724567532539368 96.002694368362427 271.44205272197723 389.42928373813629 76.693031787872314 41.021389961242676
leaf_count=45 26 27 14 174 19 23 53 34 34 3642 34 46 19 31 41 40 73 24 60 93 193 22 13
internal_value=0 -0.00103605 -0.00262474 1.21282e-05 0.000531191 0.00237937 0.00011283 -0.00105597 -1.62158e-05 -8.39225e-05 -0.00150063 -0.000354844 -0.0035935 0.000333521 0.00120228 -1.07792e-05 0.00212109 2.93741e-05 0.000211579 -9.55882e-05 -0.000944355 0.00108791 0.00199931
internal_weight=0 110.617 61.3757 9449.38 489.278 90.3114 398.967 121.609 8960.11 7506.83 267.166 172.647 94.5189 1453.27 412.478 1040.79 291.992 105.072 976.79 833.567 485.432 348.135 143.223
internal_count=4780 67 40 4713 303 42 261 87 4410 3775 133 80 53 635 169 466 128 55 426 368 253 115 58
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=24
num_cat=0
split_feature=126 99 10 5 95 52 1 142 98 2 136 11 30 6 125 21 76 83 96 47 146 67 17
split_gain=0.0468325 0.120387 0.190861 0.282401 0.153266 0.192867 0.26824 0.162351 0.151662 0.274765 0.144928 0.184185 0.134045 0.128464 0.123814 0.113415 0.112678 0.148791 0.215323 0.294145 0.204296 0.181599 0.151766
threshold=0.0014881226234138014 0.017188700847327713 0.017724351026117805 0.02129978779703379 0.0011261500185355546 0.0011615398107096555 0.0020932231564074759 0.0079489401541650313 0.00066645268816500913 0.028458753600716594 0.00082683752407319855 0.0012357163941487672 0.00075379351619631063 0.00090704852482303988 0.0020292587578296666 0.0079489401541650313 0.0005893622583243997 0.013032016810029747 0.0092791137285530585 0.0036604277556762104 0.00055427959887310873 0.0020292587578296666 0.0046923852059990176
decision_type=2 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 13 8 -6 7 -7 12 10 11 -10 -4 15 -15 -2 -1 21 19 -19 -21 -18 -22
right_child=1 -3 4 -5 5 6 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 18 -20 20 22 -23 -24
leaf_value=-3.0827373247257979e-05 -0.0018117476973697579 0.0011156793217273243 -0.0052363678922887902 -0.0054036080134023589 -0.0018084302989354152 0.0031830436949140382 -0.00076624807994016665 -0.00018509732114147177 -0.0034972152544698607 0.0028111808309722397 0.001747909691627974 -0.00020212985196176649 -0.00092873651593353363 0.0018697439321553233 -0.0015079613611599608 -2.2681840528041577e-06 -0.00067348459034132402 0.0037903933980441432 0.0030127422733709137 0.0025251510688748435 -0.00075978064698151485 0.0014813755107260962 0.0015699126724353502
leaf_weight=6958.4254163503647 275.82476377487183 141.83708369731903 29.423614740371704 35.915618538856506 57.314611077308655 154.96747732162476 99.624642729759216 46.517524123191833 71.831237077713013 63.660228848457336 41.070185303688049 103.53936314582825 46.761500835418701 74.408520460128784 42.70039439201355 126.22699737548828 392.20174849033356 63.660228848457336 109.9337762594223 78.128059506416321 326.86251521110535 130.23930847644806 88.925146460533142
leaf_count=3524 165 55 22 19 35 55 47 23 38 26 15 46 33 36 28 61 199 26 39 27 158 64 39
internal_value=0 -0.000265883 -0.000420206 -0.00111579 0.000120019 0.00085003 0.00135605 0.00240543 -0.000614372 -7.63664e-05 -0.000925661 -0.00155179 -0.0025924 -0.000819162 0.000638161 -0.00124365 4.60616e-05 0.000495682 0.000990316 0.000591567 0.000179274 -0.0001363 -0.000261526
internal_weight=0 1411.62 1269.79 555.076 714.71 358.424 301.11 201.485 356.286 280.101 216.441 175.371 76.1851 519.161 117.109 402.052 8148.38 1189.95 667.51 557.576 493.916 522.441 415.788
internal_count=4780 704 649 309 340 160 125 78 180 125 99 84 55 290 64 226 4076 552 289 250 224 263 197
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=24
num_cat=0
split_feature=33 7 81 126 102 142 65 140 143 144 77 39 93 67 18 101 46 72 19 79 72 37 98
split_gain=0.0468603 0.150285 0.201705 0.271066 0.201492 0.173918 0.251355 0.170933 0.165763 0.173179 0.18586 0.153588 0.139056 0.131203 0.180762 0.138869 0.335977 0.140618 0.117094 0.252049 0.269425 0.287215 0.285896
threshold=0.011519505176693203 0.0012357163941487672 0.011880517937242987 0.0003614811430452392 0.0032328735105693345 0.0070226341485977182 0.0014881226234138014 0.010180860292166473 0.0034400182776153092 0.0027679565828293566 0.0046923852059990176 0.00244467705488205 0.0058306583669036635 0.00080172589514404546 0.0021592099219560628 0.00064626874518580746 0.0033348383149132137 0.001792412775103003 0.0054799309000372895 0.00068727668258361529 0.00082683752407319855 0.0014427106943912806 0.0037758676335215573
decision_type=2 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 8 3 -3 -4 -5 7 -7 11 10 13 12 -2 14 15 16 -10 -17 -1 20 21 22 -20
right_child=1 2 4 5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24
leaf_value=7.8750706741142554e-05 0.0017809628282047366 -0.0031535226720158234 0.0022189750888071237 -0.0017955646414112665 -0.0012346241349211185 0.0014940420437987213 0.0041955143116037853 -0.0029789400257200943 0.0028441563542025501 0.0039180487546598974 -0.0019177909830614668 -0.0025040487302818992 -0.00057950483954349625 -0.00089809844592040494 -0.0007125516051107913 0.0011104684802844887 -0.0029896981968912098 0.0032419775566438318 -0.0014812534201531535 -7.2235038094792107e-05 -0.00049066097513986108 -0.00042407222701683019 -0.006696660002010895
leaf_weight=5559.6392744779587 94.030917882919312 113.58455717563629 111.41759932041168 93.181434273719788 68.014107346534729 47.757370471954346 42.358826994895935 38.639287948608398 54.249374270439148 49.094807505607605 55.879583358764648 63.806614875793457 185.43575704097748 71.636055707931519 84.912835359573364 135.05230784416199 45.277677774429321 181.17946922779083 45.277677774429321 1939.8337638378143 345.48904299736023 71.636055707931519 62.615563869476318
leaf_count=2808 33 81 46 52 43 20 14 23 17 21 30 32 66 30 36 46 26 53 26 1042 168 30 37
internal_value=0 0.000253062 -0.000443301 -0.00116696 0.000909878 -0.000150263 0.00104046 -0.000506415 0.000604433 0.00105809 0.000834579 -0.000290644 0.000214711 0.00110332 0.00138968 0.00181903 0.000190171 0.00233168 -4.8424e-05 -0.000335275 -0.00130715 -0.00287843 -0.004508
internal_weight=0 1535.51 514.953 335.521 179.432 221.937 128.755 86.3967 1020.56 677.282 628.187 343.273 279.467 572.308 500.672 415.759 99.5271 316.232 8024.49 2464.85 525.018 179.529 107.893
internal_count=4780 669 279 190 89 109 57 43 390 259 238 131 99 208 178 142 43 99 4111 1303 261 93 63
is_linear=0
shrinkage=0.05


Tree=294
num_leaves=24
num_cat=0
split_feature=119 120 33 33 112 31 19 44 106 33 65 95 147 50 100 133 143 108 144 150 141 70 39
split_gain=0.0466295 0.136338 0.185306 0.236517 0.182564 0.174175 0.118285 0.251806 0.150983 0.261741 0.234009 0.208167 0.195571 0.255132 0.184755 0.227745 0.241844 0.177882 0.249066 0.23485 0.175181 0.170523 0.162605
threshold=0.00044738779251929378 0.00068727668258361529 0.017724351026117805 0.0098710241727530974 0.0033348383149132137 0.0068083447404205808 0.0072436286136507997 0.04673989117145539 0.032603342086076743 0.0046923852059990176 0.00077738583786413084 0.0072436286136507997 0.00017767510871635753 0.0028552538715302949 0.0021592099219560628 0.0054799309000372895 0.0070226341485977182 0.0026833302108570938 0.00017767510871635753 0.0028552538715302949 0.0016331639490090313 0.0019071503775194289 0.0031340263085439806
decision_type=2 2 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 -3 7 -1 9 12 17 14 13 -8 -12 -16 -17 18 19 -11 -15 -10 -19
right_child=1 5 -4 -5 -6 -7 8 -9 21 10 11 -13 -14 20 15 16 -18 22 -20 -21 -22 -23 -24
leaf_value=0.00014190180888276133 -0.00034839951535470937 0.00062713503582236484 0.0026867214940823644 -0.0038707275422978 -0.0030328164085938994 -0.0016768078062263079 0.00036386107187933082 0.0031857461436550789 0.0035588424684850129 -0.0012236687753466164 0.0040138296555648524 -0.00095186664834557048 -0.00064423049121940768 -0.0022758793207803964 0.0026808355822335586 0.001442283930145373 -0.0026276521806556613 0.00086420438922420921 -0.00018803218658054252 -0.0064489547022501901 -0.0067722688657419986 -2.9461929122847146e-05 -0.00072416507033559697
leaf_weight=5379.2316609621048 730.25171339511871 567.08439528942108 39.73274827003479 58.652048110961914 69.351544380187988 95.90510368347168 45.228882431983948 68.814795613288879 54.249374270439148 46.46872878074646 67.574949264526367 97.047359347343445 974.70991849899292 49.143602848052979 124.54799294471741 90.164992809295654 61.326922178268433 332.42740750312805 131.67433619499207 40.025520324707031 38.736878633499146 84.961630702018738 312.6874566078186
leaf_count=2679 385 263 14 36 44 56 24 22 17 21 25 49 556 23 46 36 38 117 69 26 27 38 169
internal_value=0 -0.000249972 -0.000651484 -0.000806026 -0.000581226 0.000293857 4.87811e-05 0.000180349 -0.000232204 -0.000324621 0.000155491 0.00109301 -0.000889732 -0.00268745 0.00167055 0.00109691 -0.000205307 -0.000323064 -0.00155725 -0.00364169 -0.00425784 0.00136887 9.4321e-05
internal_weight=0 1560.98 897.988 858.255 799.603 662.989 7999.02 5448.05 2550.98 2411.76 1303.95 440.662 1107.82 133.109 343.615 276.04 151.492 863.283 218.169 86.4942 87.8805 139.211 645.115
internal_count=4780 798 479 465 429 319 3982 2701 1281 1226 596 194 630 74 145 120 74 402 116 47 50 55 286
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=24
num_cat=0
split_feature=92 14 78 95 75 23 21 29 15 75 121 148 118 1 75 19 105 46 94 124 73 98 106
split_gain=0.0475962 0.131588 0.246321 0.230884 0.186471 0.173827 0.281125 0.27295 0.191291 0.186162 0.172607 0.187619 0.183378 0.205264 0.161695 0.198977 0.19747 0.270007 0.269707 0.340674 0.315182 0.312337 0.286373
threshold=0.00244467705488205 0.0063990866765379914 0.037906534969806678 0.00017767510871635753 0.00017767510871635753 0.017724351026117805 0.0056525857653468856 0.034632634371519096 0.0058306583669036635 0.0048403022810816774 0.0021592099219560628 0.0060143163427710542 0.00064626874518580746 0.00070876078098081063 0.011169348377734424 0.0054799309000372895 0.0060143163427710542 0.0038949446752667431 0.015200819820165636 0.00017767510871635753 0.0014427106943912806 0.0051502294372767219 0.0054799309000372895
decision_type=2 2 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 6 7 14 -9 10 11 -8 13 -12 15 16 18 -18 19 22 21 -21 -1
right_child=-2 2 3 -5 -6 -7 9 8 -10 -11 12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.0010158267034921086 0.00012064809162743104 0.0029904073739088727 0.0054625298068411519 0.00084942989992716975 -0.00021856686395153597 0.00026992433080724862 0.00025428858796286034 0.0023529598564995999 -0.00093336320683594029 -0.0011845295505550149 0.00031335190816536671 0.0036661585665184156 0.002358684753209158 -0.0033954811221730409 0.00030963355613520161 -0.001564403902922925 -0.00032810857721484702 0.0039357646932730271 -0.004142598791301323 -0.0016563238227368334 -0.00074038891228723699 -0.0064209237778280054 -0.0017190683012544953
leaf_weight=372.20895111560822 4406.6199421882629 50.383449196815491 45.180087089538574 67.867721319198608 446.13838791847229 1390.83027780056 67.770130634307861 123.25935125350952 69.107567667961121 125.37751376628876 211.89172565937042 99.380666017532349 83.380216956138611 45.277677774429321 293.55301260948181 792.86727726459503 116.96252882480621 54.395760297775269 57.217020392417908 89.217918515205383 366.28252863883972 55.977174043655396 128.85307610034943
leaf_count=133 2209 20 22 37 257 659 33 47 34 80 74 37 27 26 192 422 58 23 31 51 213 34 61
internal_value=0 -0.000103165 0.000586647 0.00269308 0.000107057 -0.000195706 -0.000401104 -0.000637748 0.00117235 0.000540834 0.000966915 0.00228284 0.000321025 -0.000339631 -0.000787349 -0.000945671 -0.000550402 0.00102541 -0.000802823 -0.000614097 -0.00152185 -0.00349322 0.000312521
internal_weight=0 5153.38 609.57 113.048 496.522 4543.81 3152.98 2519.9 192.367 633.078 507.7 167.151 340.55 257.169 2327.54 2033.98 1241.11 171.358 1069.76 1012.54 511.478 145.195 501.062
internal_count=4780 2571 336 59 277 2235 1576 1299 81 277 197 70 127 100 1218 1026 604 81 523 492 298 85 194
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=24
num_cat=0
split_feature=44 78 95 26 148 79 143 75 114 14 65 101 98 116 144 148 60 5 14 19 75 22 112
split_gain=0.0480277 0.159251 0.15836 0.142067 0.219599 0.203902 0.238176 0.192202 0.15013 0.15421 0.133535 0.142328 0.24721 0.215463 0.131957 0.130925 0.130308 0.128349 0.127003 0.121318 0.154892 0.0993767 0.139047
threshold=0.019431582652032379 0.019431582652032379 0.00099512818269431613 0.00060774214216507982 0.020035739988088611 0.0044099434744566688 0.0063990866765379914 0.0032328735105693345 0.00040826165059115743 0.00017767510871635753 0.00077738583786413084 0.0072436286136507997 0.0072436286136507997 0.0026833302108570938 0.00082683752407319855 0.00899649551138282 0.0019672545604407792 0.0012745757703669371 0.00070876078098081063 0.011880517937242987 0.00042089859198313212 0.0015833032084628942 0.0019071503775194289
decision_type=2 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 4 10 6 -6 -7 9 -5 11 12 19 -14 17 -16 -4 -10 -12 -2 -21 -1 -23
right_child=1 2 16 8 5 7 -8 -9 14 -11 18 -13 13 -15 15 -17 -18 -19 -20 20 -22 22 -24
leaf_value=1.0037169285974348e-05 -0.0028685355569849549 0.0045352357319685113 -0.0012359850475685264 0.00014533379154871409 0.0042175413958172644 0.0018529636781918412 -2.8470270629044457e-05 -0.0026078815526380133 -0.0038184052727254928 0.0026436257578157036 0.001671806642146014 0.00050724563275419846 -0.0066766691420954392 -0.0018605211769043711 0.0027548501018686035 -0.00076662661303695623 0.0028073182347594797 0.00030168779092250156 -0.001061299868811303 0.0022601283066904089 -0.0016465631238597985 -0.00035650740365792305 -0.002549470331085039
leaf_weight=7553.2544219493866 50.676221251487732 41.070185303688049 41.314162015914917 105.9702605009079 70.201027989387512 41.021389961242676 62.371587157249451 58.700843453407288 40.025520324707031 148.08511078357697 78.225650191307068 66.237512230873108 43.989036083221436 49.192398190498352 48.997216820716858 57.217020392417908 38.492901921272278 35.818027853965759 93.083843588829041 46.371138095855713 56.025969386100769 652.36763060092926 81.290886998176575
leaf_count=3794 32 15 25 38 25 13 27 38 26 42 31 24 27 25 17 31 17 15 48 17 36 368 49
internal_value=0 0.000285926 0.00201246 0.000104797 -0.000328479 0.000935132 0.00221992 -0.000772884 0.000816235 0.00160155 -0.000935195 -0.00155024 -0.00210366 -0.00413413 -0.000279647 0.00085785 0.000714199 -0.00187264 0.000186728 -0.000867637 0.000122605 -4.39258e-05 -0.000599492
internal_weight=0 1273.09 120.877 1152.21 716.097 232.295 132.573 99.7222 436.113 254.055 483.802 312.492 246.255 93.1814 182.058 106.214 79.8071 75.8435 171.309 153.073 102.397 8286.91 733.659
internal_count=4780 569 57 512 343 103 52 51 169 80 240 161 137 52 89 48 42 41 79 85 53 4211 417
is_linear=0
shrinkage=0.05


Tree=297
num_leaves=24
num_cat=0
split_feature=66 96 45 19 106 127 128 128 58 121 24 37 69 39 112 145 95 100 144 22 105 58 129
split_gain=0.0462024 0.136355 0.134263 0.20216 0.231685 0.229554 0.146652 0.174866 0.131997 0.172195 0.270629 0.197296 0.171774 0.162369 0.177588 0.13197 0.178623 0.142446 0.129431 0.128323 0.220711 0.166374 0.125856
threshold=0.0005375427135732026 0.0010918468469753864 0.021960759535431865 0.00096484774257987748 0.0063990866765379914 0.0021592099219560628 0.0010918468469753864 0.00017767510871635753 0.029773407615721229 0.0063990866765379914 0.0054799309000372895 0.0020932231564074759 0.00747153488919139 0.0016846025246195497 0.00244467705488205 0.00055427959887310873 0.0019071503775194289 0.0013986918493174019 0.0045489775948226461 0.00037263428384903824 0.0068083447404205808 0.0053125319536775359 0.0011261500185355546
decision_type=2 2 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 5 -3 7 -4 9 11 13 15 18 -11 -15 -5 -17 -18 -13 21 -21 -19 -2
right_child=1 2 6 8 -6 -7 -8 -9 -10 10 -12 12 -14 14 -16 16 17 19 -20 20 -22 -23 -24
leaf_value=5.4845771091216948e-05 -0.002707304341031802 0.004459360029226523 0.0016406436968881798 -0.0016849359028448911 -0.0007021192415147628 -1.6493053789620113e-05 0.0029883699272645219 -0.0022673904947560128 0.0010113575762108243 0.0011809952348335075 -0.0048289345522506558 -0.0030957332515558216 0.00041992712910846617 -0.0047228377070380051 0.00030025067246856755 -0.00055399842024333134 0.0032001124193697288 -8.0527729059771697e-05 -0.00037326159574309673 -0.0024037820202735278 0.001999146635554493 0.0040358211276913429 -0.00047178661276240882
leaf_weight=7654.334055185318 96.0514897108078 71.587260365486145 74.164543747901917 83.91696572303772 89.022737145423889 47.757370471954346 71.587260365486145 46.615114808082581 136.19456350803375 59.599122405052185 58.749638795852661 137.56083309650421 87.636504769325256 37.44823694229126 33.191949129104614 240.95381021499634 72.973492741584778 49.241193532943726 63.953000903129578 65.33923327922821 50.432244539260864 48.948421478271484 182.74092018604279
leaf_count=3793 62 28 26 49 43 20 28 27 39 21 40 95 40 28 15 135 31 27 38 41 22 15 117
internal_value=0 -0.000220295 -4.5211e-05 -0.000211546 0.00122832 0.00266829 0.00119518 0.000132331 -0.000456234 -0.000639617 -0.0020118 -0.000351781 -0.00142805 -0.000741019 -0.00236262 0.000156884 0.000449673 0.00129251 -0.00223172 0.000641902 -0.000485783 0.00197151 -0.00124198
internal_weight=0 1905.67 1626.87 1434.51 208.367 119.345 192.367 120.78 1226.14 1089.94 188.989 900.956 289.15 130.239 70.6402 611.805 527.888 286.935 201.514 213.961 115.771 98.1896 278.792
internal_count=4780 987 808 727 91 48 81 53 636 597 104 493 173 64 43 320 271 136 133 105 63 42 179
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=24
num_cat=0
split_feature=42 109 83 67 102 125 129 29 69 107 143 143 132 137 87 76 45 135 18 58 112 99 136
split_gain=0.045323 0.209736 0.196555 0.279847 0.263921 0.234933 0.202901 0.425731 0.186082 0.256395 0.292883 0.346099 0.210804 0.1765 0.174154 0.179903 0.14339 0.189143 0.13772 0.135968 0.129328 0.148389 0.129025
threshold=0.0079489401541650313 0.0066005610860884198 0.0063990866765379914 0.00037263428384903824 0.00096484774257987748 0.00090704852482303988 0.00057154725072905432 0.0087224207818508166 0.0045489775948226461 0.020035739988088611 0.0034400182776153092 0.0025217677466571335 0.00043393640953581786 0.0005375427135732026 0.00043393640953581786 0.00040826165059115743 0.0035485138650983576 0.0063990866765379914 0.00066645268816500913 0.0081988852471113222 0.00093549740267917525 0.0014881226234138014 0.0003614811430452392
decision_type=2 2 2 2 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 -5 7 -4 9 10 11 18 -13 -6 15 -11 -12 -18 -3 20 21 -10 -15
right_child=1 8 4 5 13 -7 -8 -9 19 14 16 12 -14 22 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=6.3163158633463751e-05 -0.0035906071155643905 -0.00077177819795937186 -0.004678883545290515 0.0029715488385245962 0.0018465091236771647 -0.0022864967624880018 0.0014653033101038166 0.0013434776080916832 0.0015793103703054324 0.0002385463790638981 0.00042442566353243465 0.0039794028880227325 -0.00077624152051473201 -0.0021916109326129691 0.00085494321910774707 -0.0046037009156120112 -0.0030454244353027397 -9.191409318724045e-05 -0.0039876978373249179 -0.0010227202892647254 0.0019993321433163821 -0.0016550332278588986 0.00098889904127349017
leaf_weight=7152.4225443601608 67.965312004089355 196.67200207710266 67.916516661643982 49.094807505607605 406.98231399059296 37.44823694229126 61.082945466041565 51.672090888023376 67.672539949417114 45.082496404647827 45.180087089538574 62.22520112991333 37.253055572509766 52.062453627586365 269.40151810646057 33.387130498886108 324.07008767127991 65.095256567001343 40.074315667152405 123.40573728084564 147.04044580459595 74.506111145019531 82.286756634712219
leaf_count=3618 41 96 39 21 159 28 28 19 29 18 22 21 20 35 117 23 205 31 28 53 53 40 36
internal_value=0 -0.000187645 0.000429141 -0.00118941 0.000775511 0.000696328 -0.000879209 -0.00207673 -0.000540745 -0.000875554 -0.00138421 -0.000276273 0.00219849 0.00132778 0.000251165 -0.00182173 -0.00224185 -0.00255139 -0.00131614 0.000366771 0.000959648 -0.000115588 -0.000243599
internal_weight=0 2407.58 876.511 154.508 722.003 86.543 180.672 119.589 1531.07 1118.44 770.57 336.225 99.4783 541.332 347.871 78.4696 434.345 389.165 236.746 412.625 289.219 142.179 134.349
internal_count=4780 1162 406 90 316 49 86 58 756 581 423 165 41 230 158 41 258 236 124 175 122 69 71
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=24
num_cat=0
split_feature=61 102 110 72 18 86 14 150 126 63 42 101 148 19 61 78 118 31 122 54 107 115 99
split_gain=0.045792 0.198421 0.224496 0.19194 0.236918 0.174493 0.203063 0.225551 0.28524 0.215207 0.239511 0.202645 0.189477 0.310321 0.172965 0.260821 0.159542 0.208823 0.245946 0.196307 0.195203 0.215332 0.178804
threshold=0.0030382014811038975 0.00017767510871635753 0.015675474889576439 0.0020932231564074759 0.0021592099219560628 0.00087947337306104611 0.0013560238294303419 0.00068727668258361529 0.00043393640953581786 0.0016846025246195497 0.0027679565828293566 0.0030382014811038975 0.0038949446752667431 0.0011615398107096555 0.016668972559273246 0.000490355829242617 0.0054799309000372895 0.00093549740267917525 0.0012357163941487672 0.0045489775948226461 0.0027679565828293566 0.00747153488919139 0.0046923852059990176
decision_type=2 2 2 2 2 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 -3 9 10 -9 -7 14 -14 15 -10 17 -5 19 -19 21 -18 -21
right_child=1 2 -4 16 -6 11 -8 8 12 -11 -12 -13 13 -15 -16 -17 20 18 -20 22 -22 -23 -24
leaf_value=7.8821904590952732e-05 -0.0016590583122260156 -0.0022073441220277147 -0.0019591230811534977 -0.0010799244029995705 -0.0018076124404650389 -0.003717441738619807 0.0020217142083737024 0.0060764263211053049 -0.0044488959046099308 0.00010428320433732801 0.0019009542816248674 0.00071284822945112832 0.0024174603378552917 -0.0015672783675563001 0.001499912955419694 2.3682796679614119e-05 0.0035341230873837462 -0.0017246596571522496 0.0017002987190591586 0.0010592917762670289 -0.00037432995956426248 -0.00072116349165204062 -0.0022525865387113503
leaf_weight=6294.3335872888565 204.69662427902222 70.640186071395874 146.77650630474091 765.80580174922943 99.81982409954071 45.472859144210815 302.30069518089294 48.899626135826111 65.388028621673584 90.213788151741028 115.38111507892609 59.696713089942932 129.75135505199432 78.372036218643188 41.118980646133423 64.997665882110596 91.502429842948914 185.36699891090393 181.81380867958069 207.32270300388336 175.56578159332275 44.037831425666809 50.725016593933105
leaf_count=3106 102 43 96 443 55 34 120 13 43 38 47 25 44 37 17 27 37 117 79 102 92 29 34
internal_value=0 -0.000151923 -5.11367e-05 4.49612e-05 0.000525835 0.000735255 0.00093764 0.000472638 0.000771183 0.00206636 0.00314382 -0.00120271 -9.70749e-05 0.000916946 -0.0013276 -0.0022193 -0.000297457 -0.000526383 0.000151617 -0.00048339 0.000726128 0.00215156 0.000408268
internal_weight=0 3265.67 3060.97 2914.19 1212.05 1112.23 1007.06 704.763 634.123 254.495 164.281 105.17 379.628 208.123 171.505 130.386 1702.14 1391.03 625.229 443.415 311.106 135.54 258.048
internal_count=4780 1674 1572 1476 543 488 429 309 266 98 60 59 168 81 87 70 933 775 332 253 158 66 136
is_linear=0
shrinkage=0.05


Tree=300
num_leaves=24
num_cat=0
split_feature=20 107 113 150 25 131 46 42 146 51 142 133 10 39 108 47 117 35 40 58 75 117 72
split_gain=0.0476962 0.218882 0.233838 0.323381 0.197901 0.200319 0.19722 0.317008 0.234537 0.209301 0.204059 0.202921 0.181178 0.243589 0.20178 0.17803 0.223718 0.453911 0.255265 0.218217 0.214036 0.199258 0.359504
threshold=0.00062670491752214741 0.0019071503775194289 0.010500331409275534 0.0046923852059990176 0.022641776129603389 0.00017767510871635753 0.00046126570669002836 0.0095705352723598498 0.00017767510871635753 0.0015833032084628942 0.0028552538715302949 0.0010263677686452868 0.010500331409275534 0.0035485138650983576 0.007706565549597145 0.0005375427135732026 0.0023699469165876512 0.00057154725072905432 0.0036604277556762104 0.0053125319536775359 0.00077738583786413084 0.04673989117145539 0.00244467705488205
decision_type=2 2 2 2 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 9 -9 11 -10 -2 14 -14 15 -1 19 18 -18 20 -17 22 -19
right_child=6 4 -4 -5 5 -7 -8 8 10 -11 -12 -13 13 -15 -16 16 17 21 -20 -21 -22 -23 -24
leaf_value=0.00029236327856567397 0.0032529744226574586 7.0983250017022067e-05 0.0029604770972096218 -0.0029507368175095421 0.0032884504735932944 -0.00049678080151621163 1.1578224495676053e-05 0.0019864242112745778 -0.0049387932314353712 0.0042010344376416965 -0.00021432595966801272 -5.5819803901538005e-05 -0.002948109230365641 0.0019165568491006997 0.0010595188963495169 0.0027606647147022569 -0.0066120594235369486 -0.0033299243559907232 -0.0019704217170152744 -0.0020503810752860768 -0.00015234216976564476 0.0020907053189544371 -0.00013893503324449488
leaf_weight=492.16795861721039 75.648366808891296 3034.9839967489243 47.659779787063599 134.59318697452545 96.852177977561951 54.68853235244751 3879.1995370388031 50.383449196815491 40.123111009597778 84.815244674682617 53.107118606567383 119.58860754966736 132.21108496189117 31.952102780342102 247.10424661636353 87.538914084434509 58.603252768516541 130.48328518867493 59.891894459724426 97.144950032234192 225.49010992050171 52.960732579231262 272.80832231044769
leaf_count=260 33 1368 16 81 41 35 2011 20 30 32 24 58 91 18 118 36 34 74 33 53 147 18 149
internal_value=0 -0.000101039 -0.000501269 -0.000582826 0.000159032 0.00192242 0.000123447 0.00114774 -0.000762177 0.00212717 -0.00224758 0.00122624 -0.000414052 -0.00200127 -0.000262931 -0.000484165 -0.000872199 -0.0015088 -0.004266 1.98203e-05 0.000662283 -0.000792712 -0.00117137
internal_weight=0 5257.13 2070.61 2022.95 3186.52 151.541 4302.87 423.666 143.614 280.052 93.2302 195.237 1888.36 164.163 1724.19 1477.09 984.921 574.747 118.495 410.174 313.029 456.252 403.292
internal_count=4780 2572 1128 1112 1444 76 2208 197 74 123 54 91 1031 109 922 804 544 308 67 236 183 241 223
is_linear=0
shrinkage=0.05


Tree=301
num_leaves=24
num_cat=0
split_feature=92 101 92 31 87 143 29 38 0 50 1 86 94 99 104 124 96 50 69 27 10 93 8
split_gain=0.0445138 0.146178 0.200085 0.279798 0.236034 0.219972 0.208161 0.265868 0.375028 0.274575 0.204522 0.305908 0.177267 0.176976 0.170119 0.231903 0.178157 0.168159 0.163812 0.161916 0.159985 0.295057 0.334432
threshold=0.00244467705488205 0.0042751494329422721 0.0014427106943912806 0.00017767510871635753 0.0011615398107096555 0.010180860292166473 0.0013986918493174019 0.00037263428384903824 0.0030382014811038975 0.12767273932695392 0.0012357163941487672 0.00044738779251929378 0.0012745757703669371 0.034632634371519096 0.00017767510871635753 0.0015349716995842757 0.0023699469165876512 0.076978169381618514 0.00017767510871635753 0.0060143163427710542 0.0013986918493174019 0.18012819439172748 0.00017767510871635753
decision_type=2 2 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 -5 6 -3 8 9 -8 -4 -12 -9 14 15 16 -1 18 -15 -17 21 22 -16
right_child=-2 2 10 4 -6 -7 7 12 -10 -11 11 -13 -14 17 20 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0036279770050296222 0.00011667607725082257 0.0016218589096163737 -0.00070217693854060233 -0.0029774154623661213 -0.00015124994254199763 0.0017478508547390328 -0.0066040417149858177 0.0022944594691764095 0.00037197649127415503 -0.0012210568489642024 -0.0072352211404170808 -0.0013340984860859457 -0.00097410646851983813 -0.00075751804449480248 -0.0038650002837279369 -0.00082457953472370366 -0.00027048031530078236 0.0035254391346495858 0.0020290430728062674 0.0030000216846259968 -9.5220139675962026e-05 0.0050670472691350908 0.00089952244734068417
leaf_weight=107.94203698635101 4406.6199421882629 108.54754388332367 136.58492624759674 145.39027392864227 150.2032732963562 189.49686348438263 55.977174043655396 76.790622472763062 75.550776124000549 41.070185303688049 37.350646257400513 53.302299976348877 90.213788151741028 109.0354973077774 40.025520324707031 84.014556407928467 62.322791814804077 63.465047478675842 102.15313076972961 41.265366673469543 2882.8754818439484 38.395311236381531 461.40690684318542
leaf_count=65 2209 36 55 93 75 71 34 26 29 15 24 32 38 56 26 53 25 18 43 23 1484 13 237
internal_value=0 -9.97689e-05 -0.000593728 -0.00026976 -0.00154132 0.000319698 -0.000284185 -0.000893416 -0.00226956 -0.00432598 -0.00192423 -0.00376547 0.000528819 4.3793e-05 -4.66773e-05 -0.00119761 -0.00239902 0.00126858 0.000590357 0.000435188 5.2704e-05 0.000842673 0.000519207
internal_weight=0 5153.38 1160.48 933.241 295.594 637.647 448.15 339.603 172.598 97.0474 227.238 90.6529 167.004 3992.9 3718.25 295.545 170.265 274.654 211.189 125.28 3422.7 539.828 501.432
internal_count=4780 2571 528 417 168 249 178 142 78 49 111 56 64 2043 1926 166 90 117 99 76 1760 276 263
is_linear=0
shrinkage=0.05


Tree=302
num_leaves=24
num_cat=0
split_feature=122 34 29 100 12 47 93 61 109 117 19 36 105 94 104 112 109 95 38 125 133 73 114
split_gain=0.0450503 0.103248 0.169236 0.137777 0.10779 0.0536318 0.150561 0.137623 0.178981 0.252736 0.224295 0.134991 0.181732 0.296175 0.192613 0.184258 0.181736 0.177467 0.136463 0.129822 0.154667 0.148758 0.12456
threshold=0.0098710241727530974 0.0018488886416889729 0.0087224207818508166 0.0058306583669036635 0.0045489775948226461 0.00096484774257987748 0.030689206905663017 0.0062037324532866487 0.0092791137285530585 0.00747153488919139 0.0019672545604407792 0.0026833302108570938 0.00073092587990686308 0.0025217677466571335 0.002945306478068233 0.00040826165059115743 0.0021592099219560628 0.00047558375808876013 0.00044738779251929378 0.00042089859198313212 0.0087224207818508166 0.0027679565828293566 0.00068727668258361529
decision_type=2 2 2 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 11 10 -10 12 13 16 15 19 17 -1 -17 -14 21 -21 -15
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 14 22 -16 18 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0026596358341780084 -0.0031519262834523577 0.003324574787428486 -0.0024815339353124865 -0.001676412025656439 -7.1482068632814632e-05 -3.5235375119927224e-05 -0.0015337746095307611 0.002430723595034785 -0.0031890477777603865 -0.0041135214769023381 0.0015636733019889254 -0.00037598771519856719 0.0012229244577221538 0.0050985965033822798 0.0036034743203731887 0.0029782074673014719 -0.0026672791056704826 -0.00041351636050393779 -0.00071131227556546733 -0.0043615931170912217 -8.2102148390412921e-05 -0.00078426605139406819 0.0020757044973307788
leaf_weight=99.527052044868469 35.96441388130188 51.672090888023376 58.554457426071167 41.21657133102417 42.651599049568176 7839.0667146444321 104.97439086437225 80.94931960105896 36.062004566192627 52.013658285140991 79.660677909851074 301.48004412651062 70.249823331832886 66.139921545982361 38.541697263717651 71.489669680595398 36.013209223747253 88.973941802978516 38.590492606163025 57.412201762199402 139.65016305446625 58.847229480743408 70.298618674278259
leaf_count=43 21 19 32 21 26 3884 51 35 25 33 36 194 27 20 19 24 23 41 21 39 73 44 29
internal_value=0 -0.00069121 -0.000235256 0.000735154 0.00178893 1.7044e-05 0.00029193 0.000430218 0.000306121 -0.00121858 8.26097e-05 0.000531011 0.000858198 0.00170381 0.000215319 -8.40243e-05 0.000587296 0.00120908 0.00168478 -0.000681004 -0.00120365 -0.00255085 0.00354108
internal_weight=0 230.059 194.095 135.54 94.3237 9329.94 1490.87 1385.9 1304.95 167.736 115.723 1137.21 835.734 360.953 474.781 436.24 224.514 188.501 110.08 326.159 255.91 116.259 136.439
internal_count=4780 119 98 66 45 4661 777 726 691 94 61 597 403 156 247 228 107 84 45 183 156 83 49
is_linear=0
shrinkage=0.05


Tree=303
num_leaves=24
num_cat=0
split_feature=67 70 67 141 113 43 3 114 150 52 5 124 45 150 36 50 70 11 20 34 63 78 29
split_gain=0.0438081 0.142572 0.189514 0.231773 0.186846 0.16022 0.16808 0.142938 0.210895 0.199858 0.221588 0.148249 0.147527 0.141722 0.288881 0.19109 0.259623 0.295304 0.302645 0.265641 0.27024 0.177614 0.233811
threshold=0.00040826165059115743 0.00082683752407319855 0.0014427106943912806 0.0005893622583243997 0.0020932231564074759 0.00017767510871635753 0.0060143163427710542 0.0012745757703669371 0.0068083447404205808 0.0033348383149132137 0.00017767510871635753 0.0005893622583243997 0.0010263677686452868 0.01884530205279589 0.0010918468469753864 0.05109804309904576 0.0022272822679951791 0.0019071503775194289 0.0026833302108570938 0.0060143163427710542 0.0042751494329422721 0.0022272822679951791 0.010180860292166473
decision_type=2 2 2 2 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 9 12 -11 -9 -5 14 21 16 17 -16 19 -19 -21 -3 -23
right_child=1 13 4 7 -6 6 -8 11 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 -24
leaf_value=9.2294360885037844e-05 0.00098881683033112829 0.00051870007338642647 -9.0881080658518248e-05 0.00059230914581919728 -0.0020220284086464604 0.0029778854511125098 -0.00039508354831443537 0.0019517067036718264 0.00072860168116408331 -0.0017642184243659197 -0.0067315297553318934 -0.0011635711501947266 -0.0031412065583904581 -0.0018220763861254421 0.00030440647277724044 -0.0020114067047283936 0.0002506649792214176 0.001875845204527012 -0.00079978255509821324 0.0075549377128012948 0.0025706350335546217 -0.001417622487352487 0.00036641367434065136
leaf_weight=5483.0460566282272 118.54394257068634 359.6153062582016 407.1375697851181 45.131291747093201 89.413099884986877 103.39297711849213 57.460997104644775 42.505213022232056 45.131291747093201 37.399441599845886 56.17235541343689 376.0837459564209 63.953000903129578 93.035048246383667 209.14809346199036 63.757819533348083 817.98580884933472 112.80383169651031 47.903756499290466 60.887764096260071 49.143602848052979 542.77542173862457 277.57252633571625
leaf_count=2521 69 155 273 20 59 40 41 20 20 26 42 238 38 46 123 30 429 49 26 20 23 343 129
internal_value=0 -0.000124126 -0.000523746 -0.00104827 0.000102515 0.00043696 0.00177298 -0.00141065 -0.00236244 -0.00305081 -0.00474616 -0.000847233 -0.00159654 9.46464e-05 0.000164808 0.000661036 0.000792319 0.00171559 0.00280574 0.00358083 0.00532879 -0.000407819 -0.000813977
internal_weight=0 4076.95 1442.32 784.92 657.405 567.992 160.854 666.376 247.787 202.656 93.5718 418.589 109.084 2634.63 2541.59 1361.63 1297.87 479.887 270.739 222.835 110.031 1179.96 820.348
internal_count=4780 2259 886 473 413 354 81 404 146 126 68 258 58 1373 1327 700 670 241 118 92 43 627 472
is_linear=0
shrinkage=0.05


Tree=304
num_leaves=24
num_cat=0
split_feature=108 54 125 73 118 44 77 47 112 42 142 21 61 91 116 129 42 117 15 113 27 147 20
split_gain=0.0431874 0.116943 0.109741 0.109423 0.0908899 0.0567645 0.202669 0.206889 0.202716 0.282482 0.195002 0.140044 0.346699 0.151945 0.161222 0.14818 0.139918 0.146175 0.136334 0.179853 0.200231 0.214665 0.183303
threshold=0.079227816313505187 0.0098710241727530974 0.00017767510871635753 0.0017376682371832433 0.00017767510871635753 0.011519505176693203 0.00068727668258361529 0.011519505176693203 0.0016846025246195497 0.0095705352723598498 0.00017767510871635753 0.0012745757703669371 0.00064626874518580746 0.0042751494329422721 0.0063990866765379914 0.00017767510871635753 0.011519505176693203 0.0042751494329422721 0.012636432424187662 0.0005893622583243997 0.00090704852482303988 0.0013146653072908523 0.0022272822679951791
decision_type=2 2 2 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 -1 10 8 9 18 -7 12 -12 -13 -15 -16 17 -9 19 -8 -21 22 -22
right_child=1 4 3 -5 -6 6 7 16 -10 -11 11 13 -14 14 15 -17 -18 -19 -20 20 21 -23 -24
leaf_value=-5.0119732505150407e-05 0.00018052796067553875 -0.00072899999140056074 -0.0041371570783337716 -0.00019901858369288409 0.0026643895047878882 0.0021607830415542634 -0.0010859957853284732 -5.0357124266586407e-05 -0.0011613438978514692 -0.0033422563030017735 -0.00045186544726151718 -0.00078418702993779562 -0.0053590647384102845 0.0024215409773196308 0.00083124604404861838 -0.0029552778313693302 0.00019997077644964411 0.0033031030422198599 0.0028202744837927882 0.0030474915201301055 -0.0036273001789449534 0.0012043970252414431 0.00078552818109410029
leaf_weight=7265.0600272417068 50.481039881706238 43.940240740776062 52.160044312477112 26.651149988174438 35.818027853965759 71.489669680595398 119.93017494678497 41.21657133102417 188.89135658740997 41.411752700805664 132.71900117397308 395.62851548194885 49.387579560279846 93.933327198028564 83.575398325920105 37.399441599845886 88.925146460533142 153.58124494552612 82.237961292266846 101.95794939994812 49.289988875389099 309.28065240383148 45.033701062202454
leaf_count=3714 24 25 39 16 15 24 72 21 100 29 58 178 33 29 35 26 39 52 34 35 29 137 16
internal_value=0 -0.000710758 -0.00163958 -0.00280542 0.000794911 1.58898e-05 0.000245798 0.00066029 0.000302454 0.000671541 -0.000340232 -0.000565803 -0.00178271 -0.000202834 0.000867391 -0.00033936 0.00184335 0.00259356 0.000906402 0.000654772 0.00106772 0.000567591 -0.00152045
internal_weight=0 209.051 129.292 78.8112 79.7583 9350.95 2085.89 1221.76 938.034 749.142 864.133 792.643 182.107 610.537 214.908 120.975 283.723 194.798 707.73 625.492 505.562 403.604 94.3237
internal_count=4780 119 79 55 40 4661 947 564 452 352 383 359 91 268 90 61 112 73 323 289 217 182 45
is_linear=0
shrinkage=0.05


Tree=305
num_leaves=24
num_cat=0
split_feature=61 102 75 58 40 5 110 148 118 117 118 97 132 118 127 65 80 78 35 105 68 33 5
split_gain=0.0426948 0.172522 0.223654 0.157268 0.14839 0.202602 0.186878 0.15119 0.330255 0.231761 0.331506 0.266657 0.222012 0.204359 0.173962 0.169048 0.172244 0.214657 0.165113 0.26934 0.167551 0.204791 0.20344
threshold=0.0030382014811038975 0.00017767510871635753 0.0005375427135732026 0.011519505176693203 0.0098710241727530974 0.0014881226234138014 0.015675474889576439 0.013032016810029747 0.00064626874518580746 0.0027679565828293566 0.00017767510871635753 0.00043393640953581786 0.0022272822679951791 0.00017767510871635753 0.00066645268816500913 0.00068727668258361529 0.00042089859198313212 0.0068083447404205808 0.00087947337306104611 0.0013146653072908523 0.0031340263085439806 0.0036604277556762104 0.000490355829242617
decision_type=2 2 2 2 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 -6 7 8 9 11 15 -3 18 -9 -12 16 -11 -18 19 -10 21 -20 -22
right_child=1 4 -4 -5 5 -7 -8 13 12 10 14 -13 -14 -15 -16 -17 17 -19 20 -21 22 -23 -24
leaf_value=7.610961401887974e-05 -0.0018562162488601865 -0.0032647182188865823 -0.0034812711477416173 0.0018000389444249899 -0.00012303096140131088 -0.002266066978621814 -0.0017127862491866928 0.0004761736220570145 0.0014034863505514917 0.0034219252421029082 -0.00433810730784973 0.00052214846846039597 -0.00071566101921851158 -0.0012169382592847899 -0.00061713161016531219 -0.0016803647256369838 0.0013495282366741887 -0.0020080757785279298 0.004138606808670787 -0.0031157176707550418 -0.0001005653552540368 0.00086588475078434998 0.0020823981198767579
leaf_weight=6294.3335872888565 62.517973184585571 119.97897028923035 86.640635132789612 55.538015961647034 326.30580365657806 166.59408509731293 134.73957300186157 340.09049952030182 99.575847387313843 72.778311371803284 49.338784217834473 75.892343521118164 145.29268324375153 374.4535368680954 86.445453763008118 57.265815734863281 254.49452936649323 58.554457426071167 129.84894573688507 49.289988875389099 178.14306497573853 75.648366808891296 266.23869061470032
leaf_count=3106 33 74 53 16 189 101 87 162 45 23 31 43 89 225 45 33 98 32 48 29 90 33 95
internal_value=0 -0.000146696 -0.00155203 -0.000136175 -5.27165e-05 -0.000847351 9.98009e-05 0.000200168 0.000454286 -0.000310779 0.00019226 -0.00179746 0.00108216 -0.000411094 -0.00196919 0.000854629 0.00123088 0.000721503 0.00140918 -9.28376e-05 0.00175324 0.00293384 0.0012073
internal_weight=0 3265.67 204.697 118.056 3060.97 492.9 2568.07 2433.33 1718.79 774.749 578.877 195.871 944.038 714.544 135.784 443.093 385.827 313.049 798.745 148.866 649.879 205.497 444.382
internal_count=4780 1674 102 49 1572 290 1282 1195 808 379 262 117 429 387 76 186 153 130 340 74 266 81 185
is_linear=0
shrinkage=0.05


Tree=306
num_leaves=24
num_cat=0
split_feature=92 137 121 100 140 40 47 58 29 36 53 37 44 108 137 19 145 61 61 73 20 14 78
split_gain=0.042765 0.124909 0.123089 0.208408 0.192198 0.203862 0.264421 0.305498 0.190649 0.234313 0.15937 0.261869 0.195897 0.248556 0.158265 0.165994 0.162141 0.182787 0.157106 0.164921 0.224708 0.165788 0.155026
threshold=0.002945306478068233 0.015675474889576439 0.0063990866765379914 0.024810968898236755 0.00899649551138282 0.0041444667149335155 0.0017376682371832433 0.0031340263085439806 0.021960759535431865 0.00068727668258361529 0.0042751494329422721 0.00066645268816500913 0.00090704852482303988 0.0060143163427710542 0.00044738779251929378 0.0011615398107096555 0.0012745757703669371 0.00064626874518580746 0.00244467705488205 0.0063990866765379914 0.00043393640953581786 0.0017376682371832433 0.0031340263085439806
decision_type=2 2 2 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 -6 -8 -2 -10 11 -7 -13 -14 16 -16 17 -4 19 20 -12 -22 -18
right_child=2 -3 14 -5 5 10 7 -9 9 -11 18 12 13 -15 15 -17 22 -19 -20 -21 21 -23 -24
leaf_value=-0.00011764929832650319 0.0002138289304990862 0.0021336978183267761 -0.0010137921347894137 -0.0034715723864169133 -0.0039705478974213088 -0.0036643205022551112 0.0005595604707196633 -0.0018303053375348624 0.0031660250278501287 -0.0013952931248793607 0.0025533661208659696 0.0026133551332080773 -0.0034283414951178019 0.0018991938322999624 0.0039988615884173828 0.0010162479903517011 -0.0017569164641848718 0.0025984858780474921 -0.00039707586847252571 0.0035300308608265233 -0.0020054539440913757 0.0013908255110910491 0.00075644982221102796
leaf_weight=5384.8253858089447 1873.6450469493866 62.322791814804077 53.009527921676636 42.70039439201355 70.737776756286621 65.388028621673584 250.02309739589691 287.47133433818817 115.28352439403534 37.253055572509766 99.429461359977722 51.72088623046875 53.399890661239624 37.106669545173645 59.501531720161438 215.95283210277557 143.17452073097229 103.19779574871063 234.02264833450317 66.286307573318481 82.57952868938446 63.611433506011963 107.35649287700653
leaf_count=2693 1020 25 20 28 47 43 130 158 43 20 39 21 36 14 17 79 56 32 120 26 48 24 41
internal_value=0 -9.18908e-05 0.000121702 -2.73596e-07 4.34772e-05 -0.000415892 -0.00109683 -0.000718626 0.000352215 0.00205204 0.000133732 -0.00104538 0.000158653 -0.00124411 0.000735102 0.00166053 0.000108378 0.00137265 0.000582146 0.00131685 0.000719577 -0.000527646 -0.000679899
internal_weight=0 5447.15 4112.85 3430.66 3387.96 1361.78 608.232 537.494 2026.18 152.537 753.545 207.615 142.227 90.5066 682.193 275.454 406.738 156.207 545.929 311.907 245.62 146.191 250.531
internal_count=4780 2718 2062 1817 1789 706 335 288 1083 63 371 114 71 50 245 96 149 52 257 137 111 72 97
is_linear=0
shrinkage=0.05


Tree=307
num_leaves=24
num_cat=0
split_feature=129 83 52 47 122 60 93 83 125 91 127 110 150 140 71 141 98 47 91 121 10 107 73
split_gain=0.0429807 0.147478 0.214185 0.29403 0.234001 0.218516 0.290786 0.269111 0.189925 0.266744 0.147855 0.187713 0.19444 0.224238 0.220568 0.274798 0.186777 0.182579 0.147125 0.143722 0.142943 0.300967 0.368416
threshold=0.000490355829242617 0.02636832278221846 0.0053125319536775359 0.0020292587578296666 0.0015349716995842757 0.00017767510871635753 0.0011261500185355546 0.057509137317538268 0.0010585968848317864 0.0042751494329422721 0.0030382014811038975 0.002945306478068233 0.010500331409275534 0.031632266007363803 0.0068083447404205808 0.0016331639490090313 0.00080172589514404546 0.057509137317538268 0.0016331639490090313 0.00017767510871635753 0.0045489775948226461 0.0031340263085439806 0.00017767510871635753
decision_type=2 2 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 6 7 -4 -7 -10 11 12 14 -14 16 18 17 -5 -16 -9 -1 22 -22
right_child=-2 2 4 10 -6 8 -8 19 9 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=-2.0007882615616003e-05 0.00010214897779592017 0.0041718075718701836 -6.62431446670927e-05 -0.0029633964301581379 -0.0039094011433405147 0.0017913733965989821 0.00028647358322599298 -0.0030478612331538983 -0.0029420632850202626 0.0023186196130759013 -0.0016017274662225166 -0.0013241400568050014 -0.0031806459240457229 0.0013106980050326333 -0.00020240197090426253 0.0047088574225872884 0.0024828448971375866 0.0016281541173156053 0.0031634740439126954 -0.007505378604192244 -0.0038961239335329155 -0.00017570558499065028 -0.00075513589262105952
leaf_weight=1919.9984455108643 4957.6040744781494 63.562638163566589 54.493350982666016 54.737327694892883 42.554008364677429 198.71253669261932 187.35873818397522 50.773811936378479 61.229331493377686 39.73274827003479 67.770130634307861 83.672989010810852 47.903756499290466 66.188716888427734 75.648366808891296 100.52292168140411 58.212890028953552 35.818027853965759 56.875452995300293 28.086177706718445 139.84534442424774 887.86523222923279 280.83294451236725
leaf_count=821 2727 22 27 37 22 72 91 36 34 14 33 39 26 22 33 30 18 15 17 21 81 387 155
internal_value=0 -0.000110033 0.000323852 0.000926722 -0.000322643 -7.66175e-05 -0.000983703 -0.00276828 0.000894146 -0.000871767 0.00060809 0.000866484 0.0012361 -0.000575073 0.00177731 0.00273748 0.000273193 -0.00114727 0.00124214 -0.00463542 -0.000294665 -0.000697665 -0.00179929
internal_weight=0 4602.4 1373.85 710.913 662.941 620.387 320.712 133.353 299.675 100.962 647.351 579.58 495.907 114.092 381.815 233.047 148.768 90.5554 132.524 78.86 3228.54 1308.54 420.678
internal_count=4780 2053 609 292 317 295 175 84 120 48 270 237 198 48 150 80 70 52 50 57 1444 623 236
is_linear=0
shrinkage=0.05


Tree=308
num_leaves=24
num_cat=0
split_feature=44 78 4 148 26 145 11 149 17 8 40 4 14 131 146 21 122 17 70 19 38 4 148
split_gain=0.0425581 0.136888 0.147417 0.0986245 0.228379 0.160683 0.166166 0.125299 0.148842 0.239632 0.116516 0.107458 0.103989 0.0967574 0.0939365 0.0986959 0.0830183 0.15258 0.137223 0.0806559 0.151842 0.131442 0.134635
threshold=0.019431582652032379 0.019431582652032379 0.0012745757703669371 0.020035739988088611 0.00055427959887310873 0.0010918468469753864 0.00057154725072905432 0.0070226341485977182 0.00017767510871635753 0.0095705352723598498 0.00244467705488205 0.002945306478068233 0.00040826165059115743 0.0033348383149132137 0.0079489401541650313 0.0037758676335215573 0.0098710241727530974 0.0038949446752667431 0.0016331639490090313 0.0072436286136507997 0.012252715881913902 0.00747153488919139 0.0012357163941487672
decision_type=2 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 -3 4 7 -5 -7 14 -9 -10 11 -6 -12 -14 15 -2 19 18 -18 -1 21 22 -21
right_child=1 2 -4 5 10 6 -8 8 9 -11 12 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=6.7973876475248913e-05 -0.00052934444106964333 0.0031281242302781814 -0.00055325676251715176 0.0021116694707284502 0.00065627140264638861 0.0027318104655088241 -0.00084078179250805503 -0.00033889824512168621 -0.0050823792238802075 -0.00014003870625894159 -0.0021409902371234179 0.003092156977931903 0.0018871228554629494 -0.0011384019306178747 -0.0019342863775327933 0.0017227713541987423 -0.0011559956987969133 0.00046565874267228378 -0.005237348940114999 -0.0021990990949592739 0.0023994531009626798 0.001159114418226082 -0.00038201249699384608
leaf_weight=6247.9424864053726 141.03639543056488 79.563087224960327 41.314162015914917 140.49964666366577 116.47457540035248 41.070185303688049 156.84166312217712 82.237961292266846 63.953000903129578 39.781543612480164 49.192398190498352 74.066953063011169 63.562638163566589 45.228882431983948 64.001796245574951 74.262134432792664 62.517973184585571 81.046910285949707 30.71225643157959 108.98670196533203 50.432244539260864 128.56030404567719 1576.7140626907349
leaf_count=3142 76 32 25 54 38 15 78 34 38 16 25 22 22 24 40 30 33 39 21 54 22 49 851
internal_value=0 0.000269153 0.00186988 0.000101222 -0.000197083 0.000818575 -9.94061e-05 -0.000922024 -0.00192757 -0.00318702 0.000770696 0.00160314 -0.000233306 0.000629294 -0.000252481 0.00024747 -4.1349e-05 -0.00112109 -0.00250049 -1.81537e-05 -0.000306737 -0.000381963 -0.000499494
internal_weight=0 1273.09 120.877 1152.21 813.798 338.411 197.912 465.273 185.973 103.735 348.525 190.542 157.984 108.792 279.3 215.299 8286.91 174.277 93.2302 8112.64 1864.69 1814.26 1685.7
internal_count=4780 569 57 512 365 147 93 234 88 54 131 60 71 46 146 106 4211 93 54 4118 976 954 905
is_linear=0
shrinkage=0.05


Tree=309
num_leaves=24
num_cat=0
split_feature=31 150 50 37 25 97 108 129 97 3 150 25 47 8 95 124 11 110 4 103 136 4 10
split_gain=0.0422034 0.150969 0.16113 0.154489 0.130442 0.205666 0.0825276 0.0575518 0.0566468 0.0875221 0.056188 0.308685 0.191165 0.155588 0.169965 0.183873 0.13457 0.137514 0.112958 0.0883991 0.367211 0.240338 0.192384
threshold=0.039062514901161201 0.0011615398107096555 0.010500331409275534 0.0018488886416889729 0.0012745757703669371 0.00043393640953581786 0.0051502294372767219 0.0021592099219560628 0.091400381177663817 0.0018488886416889729 0.014740333426743748 0.00017767510871635753 0.0084566329605877417 0.014293605927377941 0.0031340263085439806 0.00073092587990686308 0.0062037324532866487 0.00096484774257987748 0.00060774214216507982 0.00096484774257987748 0.0003614811430452392 0.00060774214216507982 0.0026833302108570938
decision_type=2 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 4 -4 5 -3 -6 -2 10 -10 19 12 -12 14 15 -13 17 -14 -19 -1 -21 -22 -23
right_child=1 2 3 -5 6 -7 -8 -9 9 -11 11 13 16 -15 -16 -17 -18 18 -20 20 21 22 -24
leaf_value=0.00013240740727636069 -0.0041441409954203886 0.0037227843372813242 -0.0042651940257092411 0.00047115067806542747 0.00037119393566734235 -0.00049002225905561518 -0.0028435218116324443 -0.0013228745042113878 -0.0034701795358230616 0.00017493802504816216 0.0018250201711561686 -0.0053388281884523339 -0.0025750638617965762 0.0010772235348645584 -0.00063797432368843481 -0.00142639464431787 0.0012294910605570009 0.0013393715572252434 -0.001850369981277578 -0.0010843999305464233 -0.0021611562554873704 0.0026858900764446022 0.00042253303413333743
leaf_weight=7247.2341877222061 32.049693465232849 63.465047478675842 37.399441599845886 31.903307437896729 57.217020392417908 53.302299976348877 30.663461089134216 41.460548043251038 29.423614740371704 37.399441599845886 150.85757553577423 66.82305634021759 87.587709426879883 38.444106578826904 82.384347319602966 54.542146325111389 91.356043815612793 68.814795613288879 46.517524123191833 691.02688133716583 65.33923327922821 132.47502446174622 322.31345534324646
leaf_count=3683 22 18 26 16 31 32 19 31 22 26 48 48 38 15 40 29 31 22 23 338 41 48 133
internal_value=0 -0.000540943 -1.06168e-06 -0.00208483 0.000704595 0.00179971 -0.000750492 -0.00255292 2.04022e-05 -0.00143008 3.10002e-05 -0.000403755 0.000377841 -0.00184027 -0.00239075 -0.00358056 -0.000364041 -0.00108146 5.28382e-05 6.63284e-05 -0.000329071 0.000674437 0.00108182
internal_weight=0 347.461 273.951 69.3027 204.648 116.767 87.8805 73.5102 9212.54 66.8231 9145.72 687.327 445.134 242.194 203.75 121.365 294.276 202.92 115.332 8458.39 1211.15 520.128 454.788
internal_count=4780 195 142 42 100 50 50 53 4585 48 4537 294 162 132 117 77 114 83 45 4243 560 222 181
is_linear=0
shrinkage=0.05


Tree=310
num_leaves=24
num_cat=0
split_feature=20 104 42 110 5 133 107 39 107 5 30 66 106 34 70 83 95 117 133 11 72 22 44
split_gain=0.0428913 0.168055 0.205062 0.280883 0.197296 0.181263 0.178062 0.217476 0.230831 0.221074 0.198654 0.220601 0.213984 0.194808 0.182751 0.181525 0.176303 0.190258 0.189803 0.182305 0.249832 0.174305 0.252458
threshold=0.00062670491752214741 0.0092791137285530585 0.0079489401541650313 0.0014881226234138014 0.0026833302108570938 0.0033348383149132137 0.0021592099219560628 0.013032016810029747 0.0092791137285530585 0.0012745757703669371 0.0037758676335215573 0.00043393640953581786 0.000490355829242617 0.0021592099219560628 0.00039601318712811922 0.0026833302108570938 0.0042751494329422721 0.0031340263085439806 0.0054799309000372895 0.0010263677686452868 0.0014881226234138014 0.00037263428384903824 0.0028552538715302949
decision_type=2 2 2 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 15 8 10 14 11 12 13 -8 -10 -1 17 -17 -18 20 -19 22 -14
right_child=-2 -3 3 5 -6 -7 7 -9 9 -11 -12 -13 21 -15 -16 16 18 19 -20 -21 -22 -23 -24
leaf_value=0.00016283609885404249 0.0001170635189842238 0.00043758774221054066 -0.0013864871752079803 -0.0017141038251336184 0.0013869470017432272 -0.0054950327756001305 -0.003322344025737352 -0.0018009133047107988 -0.0016107922320470981 -0.0017795130999928928 -0.0011260954145739274 -0.0021464255874230811 0.0026472960914587155 0.00098182416687270908 0.0015735803520974926 -0.0003438002241786508 -0.0010483977916184706 -0.0060292852185415023 0.0014835697563650432 -0.0012464912759341349 -0.0015957097140857073 0.00040981715443320216 0.00046454855701392257
leaf_weight=757.09804475307465 4302.865434885025 1152.8441137075424 180.91552972793579 81.046910285949707 99.331870675086975 52.062453627586365 47.903756499290466 120.12535631656647 66.627874970436096 204.20867085456848 123.99128139019012 53.155913949012756 391.03066027164459 58.261685371398926 139.16220963001251 410.02758800983429 144.95111584663391 53.35109531879425 151.24793827533722 401.75898909568787 78.567217588424683 289.12150621414185 200.34274578094482
leaf_count=409 2208 538 96 39 35 35 26 80 40 82 77 26 151 20 53 230 75 34 64 214 45 118 85
internal_value=0 -9.58143e-05 -0.00024564 -0.00130172 -0.000403461 -0.00319292 -0.000127367 0.000249709 0.000406229 -0.000613984 0.000765641 0.000991218 0.00116026 -0.000960294 0.000542588 -0.000447217 -0.000819721 -0.00115375 0.000244499 -0.00177603 -0.00338876 0.00141594 0.00190783
internal_weight=0 5257.13 4104.29 413.357 280.247 133.109 3690.93 1693.93 1573.81 409.999 1163.81 1039.82 986.66 106.165 205.79 1997 1239.9 943.705 296.199 533.677 131.918 880.495 591.373
internal_count=4780 2572 2034 205 131 74 1829 758 678 175 503 426 400 46 93 1071 662 523 139 293 79 354 236
is_linear=0
shrinkage=0.05


Tree=311
num_leaves=24
num_cat=0
split_feature=141 46 125 12 150 113 143 47 24 108 12 47 34 82 52 1 122 72 24 145 75 117 60
split_gain=0.0421296 0.132718 0.175564 0.178431 0.137032 0.264686 0.159574 0.207628 0.329258 0.185285 0.197207 0.152619 0.247809 0.150474 0.148127 0.210024 0.14247 0.144614 0.117746 0.11522 0.256082 0.118944 0.188153
threshold=0.0005893622583243997 0.21471316367387774 0.015200819820165636 0.0022272822679951791 0.00099512818269431613 0.00017767510871635753 0.0056525857653468856 0.040252277627587325 0.00087947337306104611 0.0044099434744566688 0.0010263677686452868 0.0049928687512874612 0.0046923852059990176 0.0013986918493174019 0.0046923852059990176 0.00017767510871635753 0.00017767510871635753 0.0014881226234138014 0.00017767510871635753 0.0023699469165876512 0.00017767510871635753 0.016668972559273246 0.0011261500185355546
decision_type=2 2 2 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 14 -6 7 11 18 13 -11 16 -13 -8 19 -16 17 -7 -9 21 -21 22 -1
right_child=-2 -3 3 -5 5 6 9 8 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0015298581905655848 -5.0944802316536618e-05 0.0023906559013269 -0.0040810187905753097 -6.9013968767411802e-05 0.0030849078871274297 0.00040935152486913472 -0.00039670135434633901 -0.00098579201582616144 -0.00420678201717523 0.0014204802163574109 -0.0019135458538001736 0.0040142646712206069 0.0009664356128417181 -0.0042026463104042596 0.0035411556703637097 -0.00080010915598179282 0.0024389207367607507 -0.0032561263332677886 0.0021975393667445458 -0.0047530685170347788 -0.0003499530982705742 0.0016950601247801792 0.0012441256523827865
leaf_weight=194.38749074935913 7737.2839838266373 67.574949264526367 48.09893786907196 65.388028621673584 98.092024326324463 88.632374405860901 51.916067600250244 54.444555640220642 48.001347184181213 132.47502446174622 66.67667031288147 103.29538643360138 188.20822179317474 51.964862942695618 54.298169612884521 57.217020392417908 50.334653854370117 38.639287948608398 62.273996472358704 50.725016593933105 94.616461992263794 66.286307573318481 89.16912317276001
leaf_count=110 3910 25 34 43 38 27 29 25 30 48 42 36 72 31 19 31 18 23 23 34 57 26 49
internal_value=0 0.000216257 0.00013254 -0.00176941 0.000264021 0.000613778 0.000355044 0.000806247 -0.000720937 -0.000588702 0.000304237 0.00134249 0.00204645 -0.00230057 -0.000332621 0.00131371 0.000187097 -0.000703476 0.000712642 -0.000703373 -0.00188667 -0.000211776 -0.000657533
internal_weight=0 1822.72 1755.14 113.487 1641.65 1034.95 936.862 633.83 164.72 303.033 199.152 469.11 291.504 103.881 606.7 111.515 177.606 127.272 116.719 495.184 145.341 349.843 283.557
internal_count=4780 870 845 77 768 442 404 254 78 150 90 176 108 60 326 50 68 50 48 276 91 185 159
is_linear=0
shrinkage=0.05


Tree=312
num_leaves=24
num_cat=0
split_feature=67 36 11 121 22 33 58 137 92 96 100 15 74 27 4 122 41 84 82 77 52 114 20
split_gain=0.0426587 0.241643 0.175133 0.249581 0.400416 0.34414 0.285933 0.257314 0.306956 0.267873 0.183594 0.175372 0.186809 0.188258 0.2233 0.205553 0.159138 0.155525 0.146209 0.201409 0.184288 0.149955 0.134784
threshold=0.00040826165059115743 0.00096484774257987748 0.0019071503775194289 0.00099512818269431613 0.00060774214216507982 0.0005375427135732026 0.0081988852471113222 0.0005375427135732026 0.0020932231564074759 0.0020932231564074759 0.0011980500421486797 0.023343417793512348 0.000490355829242617 0.0011980500421486797 0.0023699469165876512 0.0011261500185355546 0.00040826165059115743 0.0060143163427710542 0.00047558375808876013 0.010500331409275534 0.00096484774257987748 0.0033348383149132137 0.00080172589514404546
decision_type=2 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 18 -3 4 5 -4 7 8 -7 -10 -5 12 13 -12 15 -15 -16 -1 20 -20 -2 -21 -22
right_child=1 2 3 10 -6 6 -8 -9 9 -11 11 -13 -14 14 16 -17 -18 -19 19 21 22 -23 -24
leaf_value=0.00011748399896888283 -0.0015024233233371343 -0.00024126347619019984 -0.00057554693406289173 -0.0031541626013765556 -0.00045589259524186194 0.00053012066499487354 0.0056374551538309657 0.00046907930333588355 0.0080608507281158589 0.0026882667215409263 0.0028787764513583652 0.0030574233845780396 -0.0015792400073643444 -0.00054083363814460444 -0.0032377763869473014 0.0033918177235517039 0.00082060477417506136 -0.0025941125261206869 -0.00060905128964300315 -0.0042926688843860743 8.5398208659599376e-05 -0.00080161882115091596 0.0024016743883005162
leaf_weight=5429.6461659669876 98.823954463005066 1111.3724726438522 90.701741576194763 46.615114808082581 218.80292475223541 53.20470929145813 74.115748405456543 125.13353705406189 45.033701062202454 47.854961156845093 67.47735857963562 46.322342753410339 155.89458882808685 73.071083426475525 69.205158352851868 60.936559438705444 37.106669545173645 53.399890661239624 1271.3680934906006 68.209288716316223 153.26851010322571 56.025969386100769 106.40941858291626
leaf_count=2485 68 668 58 27 142 28 24 70 16 24 21 15 93 35 38 22 14 36 660 51 93 36 56
internal_value=0 -0.000122486 0.000212022 0.000627852 0.00128951 0.00216533 0.0028852 0.00213312 0.00355842 0.00529297 -0.000150553 0.000123977 -0.000169072 0.000545157 -0.000110081 0.00124744 -0.00182125 9.10755e-05 -0.000565454 -0.000796816 0.000335212 -0.00271832 0.00103455
internal_weight=0 4076.95 2322.85 1211.48 654.847 436.044 345.343 271.227 146.093 92.8887 556.629 510.014 463.691 307.797 240.319 134.008 106.312 5483.05 1754.11 1395.6 358.502 124.235 259.678
internal_count=4780 2259 1295 627 362 220 162 138 68 40 265 238 223 130 109 57 52 2521 964 747 217 87 149
is_linear=0
shrinkage=0.05


Tree=313
num_leaves=24
num_cat=0
split_feature=127 35 35 107 84 150 25 31 80 112 141 62 146 87 32 102 115 2 87 78 102 117 104
split_gain=0.0431952 0.134482 0.223991 0.138593 0.0664134 0.052105 0.291862 0.142118 0.140377 0.118645 0.113831 0.112497 0.245094 0.217382 0.0969359 0.0871831 0.0769981 0.196037 0.269182 0.259336 0.216659 0.208843 0.141834
threshold=0.062805486842989935 0.0010585968848317864 0.00044738779251929378 0.0045489775948226461 0.0005893622583243997 0.014740333426743748 0.00017767510871635753 0.00093549740267917525 0.0084566329605877417 0.0011615398107096555 0.0011980500421486797 0.00040826165059115743 0.0015349716995842757 0.0013146653072908523 0.0013986918493174019 0.00073092587990686308 0.00017767510871635753 0.0026833302108570938 0.0072436286136507997 0.023343417793512348 0.0048403022810816774 0.0063990866765379914 0.037906534969806678
decision_type=2 2 2 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 16 7 11 10 -9 -8 -7 -13 -14 -12 -16 17 18 19 22 -19 -20 -1
right_child=1 3 -4 -5 -6 6 8 9 -10 -11 14 12 13 -15 15 -17 -18 20 21 -21 -22 -23 -24
leaf_value=-3.9906756411648222e-05 -0.00011634286375277142 -0.0036917187768625557 0.0039335444986484417 0.0011835242913038476 -0.00053568719373639452 0.0027584685870063975 -0.0044766418510886223 -0.0026949396492829646 0.00089807066479320676 0.00049429845225098645 -0.0033635769275476993 -0.0022903198990809372 0.0026428945034576278 -0.00094351383543770306 0.0011043490339342425 -0.0019206064728819064 9.4361298648300602e-05 0.0037370621181584394 -0.00016419434475381943 -0.003420685057775881 -0.00055496581198142181 -0.0053212140089840612 -0.002273684877436673
leaf_weight=1558.4601581096649 75.648366808891296 33.387130498886108 62.22520112991333 60.887764096260071 33.289539813995361 64.900075197219849 48.001347184181213 59.794303774833679 39.830338954925537 56.924248337745667 55.977174043655396 62.322791814804077 116.37698471546173 66.335102915763855 38.444106578826904 62.615563869476318 6728.3551907539368 62.176405787467957 33.240744471549988 62.615563869476318 55.781992673873901 47.95255184173584 74.457315802574158
leaf_count=641 33 23 21 20 19 23 30 29 18 19 34 25 34 28 15 37 3566 19 17 37 26 28 38
internal_value=0 0.000628915 0.00171146 -0.000541111 -0.00211601 -1.79608e-05 -0.000442185 0.000347507 -0.00181813 -0.00113953 -0.00234577 0.000907512 0.000417267 0.00134082 -0.00169443 -0.000769883 1.50758e-05 -0.000266481 -0.000397527 -0.000262852 0.00170738 -0.00320992 -0.000141762
internal_weight=0 265.438 137.874 127.564 66.6767 9294.56 671.522 426.654 244.869 116.719 205.038 309.935 245.035 182.712 157.037 101.06 8623.04 1894.68 1776.73 1695.53 117.958 81.1933 1632.92
internal_count=4780 116 54 62 42 4664 292 158 134 48 116 110 87 62 86 52 4372 806 761 716 45 45 679
is_linear=0
shrinkage=0.05


Tree=314
num_leaves=24
num_cat=0
split_feature=34 138 127 24 113 85 66 40 107 109 5 23 84 20 46 61 70 92 17 99 38 95 107
split_gain=0.0413974 0.146839 0.11513 0.105027 0.05782 0.23339 0.106787 0.379367 0.194562 0.200847 0.157 0.0889618 0.0819636 0.0793078 0.215263 0.217046 0.194627 0.142518 0.184015 0.162338 0.159302 0.186089 0.185299
threshold=0.064669914543628707 0.00073092587990686308 0.00044738779251929378 0.0054799309000372895 0.013439828064292671 0.0025217677466571335 0.0003614811430452392 0.0031340263085439806 0.010829726699739696 0.010500331409275534 0.00075379351619631063 0.00899649551138282 0.00040826165059115743 0.00062670491752214741 0.00046126570669002836 0.00244467705488205 0.034632634371519096 0.4073652476072312 0.02636832278221846 0.0035485138650983576 0.0060143163427710542 0.011169348377734424 0.013032016810029747
decision_type=2 2 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 13 6 7 8 -6 -10 -8 -12 -13 16 15 -15 -1 18 19 -16 21 22 -21
right_child=1 -3 -4 -5 5 -7 10 -9 9 -11 11 12 -14 14 17 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-8.3616613623717871e-05 0.0010799001456093299 -0.0012650223184557787 -0.0005446367478133266 0.0041204153116219692 0.0010563664416522569 0.0029527885643369964 -0.0024264810004960818 -0.005250161613574428 -0.0043074341290711823 1.8427808565154805e-06 0.0011015015932620115 0.00075941808750781185 -0.0018191994866183035 0.0023689660980283143 0.00025810195415880703 -0.00010412135848249453 -0.0031245311065855176 -0.002567526756637338 0.0012256973562052361 -0.00063432653635093485 0.0015843746365740295 -0.0022915518321561345 0.0017589149553620708
leaf_weight=4773.0200242996216 70.396209359169006 70.5913907289505 50.578630566596985 47.610984444618225 100.57171702384949 46.371138095855713 62.566768527030945 53.399890661239624 50.383449196815491 58.359276056289673 164.03676450252533 55.586811304092407 69.156363010406494 213.61952543258667 1968.8182204961777 151.73589169979095 53.20470929145813 50.627425909042358 330.77723562717438 792.86727726459503 85.010426044464111 150.64243137836456 90.067402124404907
leaf_count=2373 33 41 28 14 32 17 35 36 20 24 50 18 36 91 1046 84 28 30 157 422 40 93 32
internal_value=0 0.000649524 0.0014512 0.00230662 -1.66671e-05 -0.000467626 -0.00072592 -0.00148844 -0.000528751 -0.00199476 -0.00015576 0.000336212 -0.000670142 1.77225e-05 0.000187479 0.00134187 -0.00011714 6.58926e-05 0.000104897 -1.51832e-05 -0.00049619 -0.000667314 -0.000390194
internal_weight=0 239.177 168.586 118.007 9320.82 660.432 614.061 262.714 209.314 108.743 351.347 288.78 124.743 8660.39 3834.17 365.355 4826.22 3468.81 3418.18 3087.41 1118.59 1033.58 882.935
internal_count=4780 116 75 47 4664 268 251 112 76 44 139 104 54 4396 1995 175 2401 1820 1790 1633 587 547 454
is_linear=0
shrinkage=0.05


Tree=315
num_leaves=24
num_cat=0
split_feature=93 106 27 95 33 0 43 110 101 45 11 128 133 39 24 96 59 62 61 58 7 145 29
split_gain=0.042095 0.131355 0.285453 0.223709 0.22288 0.211962 0.195807 0.250273 0.158988 0.157325 0.174101 0.16876 0.232368 0.201271 0.147551 0.142683 0.364635 0.20934 0.155374 0.224545 0.280468 0.172564 0.167978
threshold=0.000490355829242617 0.0030382014811038975 0.00064626874518580746 0.0031340263085439806 0.00077738583786413084 0.00087947337306104611 0.0027679565828293566 0.00039601318712811922 0.0013146653072908523 0.0010263677686452868 0.00070876078098081063 0.00017767510871635753 0.0054799309000372895 0.0019071503775194289 0.002945306478068233 0.0092791137285530585 0.0034400182776153092 0.00093549740267917525 0.0013146653072908523 0.0081988852471113222 0.0012357163941487672 0.00066645268816500913 0.0013986918493174019
decision_type=2 2 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 7 -3 -4 -10 -11 -12 14 -14 -13 17 -17 18 22 21 -21 -20 -1
right_child=-2 2 8 4 -6 -7 -8 -9 9 10 11 12 13 -15 -16 16 -18 -19 19 20 -22 -23 -24
leaf_value=0.00011698282604164458 -7.8773970344921885e-05 -0.0042369306540764604 -0.00053451554122543432 0.0044066459596916185 0.00084884574483077538 0.001777677904928724 0.0015876899242621195 0.00076269759994185456 0.0031183610392641926 0.0023450079414317326 0.0015074309304773858 -0.0044773404062048378 0.0032721708009655955 -0.0010729572712288497 -0.00089158405885959911 0.0034685646093372702 -0.0014042174849387609 -0.0032210955956374549 0.0015881146435597184 0.0006376028719226346 0.0051431297357879694 -0.0006720838252433645 -0.0011885390447276484
leaf_weight=468.8748174905777 6113.6819970607758 55.977174043655396 611.00467324256897 100.66930770874023 78.225650191307068 200.34274578094482 60.838968753814697 45.277677774429321 58.310480713844299 86.152681708335876 102.05554008483887 52.160044312477112 45.033701062202454 65.290437936782837 63.757819533348083 86.152681708335876 69.253953695297241 58.652048110961914 111.61278069019318 110.08016228675842 50.334653854370117 347.00169861316681 519.25826668739319
leaf_count=274 2967 34 341 36 31 85 18 26 22 33 39 39 16 39 30 33 40 36 54 45 18 230 294
internal_value=0 0.000139743 0.000466525 0.00140416 0.00285092 0.000690052 -0.000654219 -0.00200127 -1.8155e-06 0.000686656 0.000344531 -0.00018044 -0.000941822 0.0007007 -0.00250508 -0.000151848 0.0012971 -0.000287023 -0.000179947 0.000441182 0.00205134 -0.00012202 -0.000569061
internal_weight=0 3446.32 1625.1 541.332 178.895 362.437 162.094 101.255 1083.77 472.761 414.45 328.298 226.242 110.324 115.918 1821.22 155.407 1665.81 1607.16 619.029 160.415 458.614 988.133
internal_count=4780 1813 789 230 67 163 78 60 559 218 196 163 124 55 69 1024 73 951 915 347 63 284 568
is_linear=0
shrinkage=0.05


Tree=316
num_leaves=24
num_cat=0
split_feature=129 14 145 8 61 30 36 131 61 135 33 28 129 62 17 29 122 128 121 1 81 10 15
split_gain=0.0422074 0.138196 0.18797 0.278505 0.218063 0.214001 0.178317 0.191415 0.163031 0.156515 0.20004 0.200523 0.148992 0.181419 0.165574 0.173123 0.20185 0.159812 0.22665 0.205444 0.152437 0.14403 0.166457
threshold=0.000490355829242617 0.00047558375808876013 0.012636432424187662 0.000490355829242617 0.0048403022810816774 0.0017376682371832433 0.00017767510871635753 0.00082683752407319855 0.016668972559273246 0.00017767510871635753 0.0098710241727530974 0.00096484774257987748 0.00017767510871635753 0.0011980500421486797 0.00093549740267917525 0.0017376682371832433 0.00075379351619631063 0.00070876078098081063 0.00017767510871635753 0.00039601318712811922 0.0025217677466571335 0.0023699469165876512 0.011169348377734424
decision_type=2 2 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 9 21 -8 12 -4 11 -11 14 -14 15 20 17 18 19 -17 -5 -1 -23
right_child=-2 2 5 8 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00051972124660002491 0.0001012258246474029 -0.0039318337052463743 0.0021820470141400978 -0.0036288489863443791 0.00036676482858433336 -0.0029761638021339742 0.00069125248176058255 0.0040406349055926655 0.0019024203047315049 0.00055110471223069224 0.0021533063144760375 -0.0031661911781934306 -0.0027163655613368985 0.000379703127651847 -0.0011239308962360396 -0.0044174361435949114 -0.0025552530490719279 0.0015253402335752859 0.00081480825680402269 -0.00017387332994683912 -0.00044683371793386903 -0.0011423716116212663 6.7664064133516052e-05
leaf_weight=832.24958837032318 4957.6040744781494 104.12490725517273 149.76411521434784 50.676221251487732 41.167775988578796 38.736878633499146 198.95651340484619 54.298169612884521 71.636055707931519 88.925146460533142 78.176854848861694 61.278126835823059 150.74002206325531 68.961181640625 451.84966623783112 46.761500835418701 53.155913949012756 290.4589432477951 250.28703689575195 73.119878768920898 146.28855288028717 419.50720071792603 881.27563774585724
leaf_count=314 2727 70 57 32 19 27 82 19 30 39 29 36 97 28 222 33 26 119 87 37 76 188 386
internal_value=0 -0.000109038 -0.000393348 -0.000615005 -0.00271385 0.000563308 0.000154995 0.00140936 -0.000430628 0.00092589 0.000102143 -0.000965433 -0.000536253 -0.00174455 -0.000341431 4.67915e-05 0.000408917 0.000647423 -4.14503e-05 -0.00182914 -0.00126552 6.06431e-06 -0.000322577
internal_weight=0 4602.4 2216.11 1799.23 145.293 416.881 2386.29 253.255 1653.93 378.144 228.38 150.203 1582.3 219.701 1362.6 910.748 713.783 660.627 370.168 119.881 196.965 2133.03 1300.78
internal_count=4780 2053 1064 876 89 188 989 101 787 161 104 75 757 125 632 410 302 276 157 70 108 888 574
is_linear=0
shrinkage=0.05


Tree=317
num_leaves=24
num_cat=0
split_feature=133 100 44 108 1 100 91 68 133 58 125 70 1 88 56 121 72 70 15 131 145 102 52
split_gain=0.0408961 0.158185 0.19393 0.190694 0.188689 0.159056 0.256723 0.265232 0.278429 0.191622 0.232597 0.173886 0.273152 0.211403 0.198743 0.201415 0.179274 0.238047 0.182128 0.159813 0.156746 0.192169 0.139226
threshold=0.010829726699739696 0.013032016810029747 0.0060143163427710542 0.0019672545604407792 0.0037758676335215573 0.00085274505545385193 0.00066645268816500913 0.0023699469165876512 0.022641776129603389 0.029773407615721229 0.00042089859198313212 0.00082683752407319855 0.0037758676335215573 0.00017767510871635753 0.0005893622583243997 0.00046126570669002836 0.0072436286136507997 0.0041444667149335155 0.007706565549597145 0.0005893622583243997 0.0016331639490090313 0.00082683752407319855 0.0060143163427710542
decision_type=2 2 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 19 10 -7 12 14 -14 15 -12 17 20 -19 -8 21 -13 -18
right_child=1 2 -4 4 -6 9 7 -9 -10 -11 11 16 13 -15 -16 -17 22 18 -20 -21 -22 -23 -24
leaf_value=-5.4155809789197652e-05 -0.0012957936601684325 0.002089346874150163 0.0021102584811264389 -0.003243475785479585 0.0010541331175739101 -0.0035921876728086896 0.0053813965790996971 -0.00025419082096273833 0.00040600220961012443 0.0016737686384489003 -0.0021070236313904494 0.0019016510922592194 0.0023268594301560823 -0.0022732833354487053 0.00030136963403094288 -0.0061639673845971287 -0.00027149956989286193 -0.0028256020606695861 0.00069445410972169674 0.001852656265652401 0.0029808279826641134 -0.0021930712428026053 -0.0027750116879900451
leaf_weight=7502.5294053554535 118.54394257068634 59.550327062606812 214.56659972667694 61.278126835823059 43.793854713439941 58.652048110961914 78.030468821525574 151.68709635734558 97.096154689788818 108.54754388332367 84.06335175037384 82.189165949821472 66.286307573318481 40.074315667152405 43.842650055885315 48.09893786907196 258.38928699493408 64.050591588020325 86.20147705078125 54.493350982666016 123.3081465959549 43.989036083221436 70.737776756286621
leaf_count=3760 69 19 76 36 19 36 23 82 51 36 55 32 26 28 21 34 150 42 35 27 49 27 47
internal_value=0 0.000197478 0.00111982 -0.000171109 -0.00145224 -1.09142e-05 0.000736471 0.00136828 0.00244008 -0.00032793 -0.000531017 -0.000353467 -0.00140687 0.000593628 -0.00261578 -0.0035835 5.46262e-05 0.000766166 -0.000806102 0.00393039 0.00171306 0.000474123 -0.000809568
internal_weight=0 2057.47 379.189 164.622 105.072 1678.28 499.851 381.307 229.62 1178.43 1069.88 1011.23 282.366 106.361 176.005 132.162 728.865 399.738 150.252 132.524 249.486 126.178 329.127
internal_count=4780 1020 150 74 55 870 252 183 101 618 582 546 164 54 110 89 382 185 77 50 108 59 197
is_linear=0
shrinkage=0.05


Tree=318
num_leaves=24
num_cat=0
split_feature=80 80 19 107 54 147 128 83 106 12 39 121 140 94 79 120 14 116 74 112 27 33 22
split_gain=0.0406661 0.134282 0.201676 0.214496 0.417992 0.16252 0.155025 0.158922 0.213388 0.288725 0.201731 0.176923 0.152123 0.164888 0.147829 0.208091 0.169886 0.139841 0.198144 0.179009 0.263344 0.272239 0.208066
threshold=0.0032328735105693345 0.0036604277556762104 0.0011615398107096555 0.0045489775948226461 0.0014881226234138014 0.0038949446752667431 0.0070226341485977182 0.0092791137285530585 0.000490355829242617 0.0010263677686452868 0.0010918468469753864 0.002945306478068233 0.01884530205279589 0.0062037324532866487 0.0016846025246195497 0.00073092587990686308 0.00093549740267917525 0.0044099434744566688 0.0011980500421486797 0.00073092587990686308 0.001792412775103003 0.0011261500185355546 0.0017376682371832433
decision_type=2 2 2 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 -6 7 10 9 -9 11 -3 13 14 16 -16 -12 18 19 22 -21 -22 -10
right_child=1 6 3 -5 5 -7 -8 8 17 -11 12 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24
leaf_value=-8.1053075042494e-05 0.0037087020757297739 0.0038051738300030587 -0.0026408103632289603 -0.00179767380636639 0.0046976671304692725 0.0010623469171571755 -0.0011521186479550164 -0.0046741762684869743 -0.0017026815440733607 0.0011360164504650733 -0.00080232443899862791 0.00063474878141979614 0.0025951166326304031 0.0010940223141727536 -0.0026078486911641739 0.0016267525528711241 0.0023579704720811364 0.00043091685347128691 0.0029278353016112882 0.00073659165668099147 0.0022778065803526078 -0.0027449091972743178 0.00093925157771273355
leaf_weight=5909.3846052885056 61.034150123596191 88.681169748306274 45.326473116874695 71.831237077713013 64.851279854774475 58.45686674118042 252.09246456623077 56.025969386100769 398.84013831615448 34.578181505203247 114.43404078483582 87.343732714653015 66.286307573318481 234.82333660125732 132.35747098922729 37.155464887619019 67.672539949417114 1060.5409955978394 43.745059370994568 424.4177907705307 34.4805908203125 123.99128139019012 91.648815870285034
leaf_count=2989 26 29 28 38 21 28 161 36 202 18 62 28 26 99 97 16 29 522 17 174 14 77 43
internal_value=0 0.000131204 0.00114189 0.000490396 0.00146502 0.00297427 4.02174e-05 0.000137272 -7.92274e-05 -0.00245677 0.000729821 0.00223201 0.000324719 6.80937e-05 -0.000617056 -0.00167967 0.000372071 1.9693e-05 -0.000370702 -0.000505133 8.71827e-05 -0.00165206 -0.00120903
internal_weight=0 3650.62 301.5 240.466 168.635 123.308 3349.12 3097.02 2268.27 90.6042 828.754 176.025 652.729 586.443 351.62 169.513 182.107 2177.66 1117.12 1073.38 582.89 158.472 490.489
internal_count=4780 1791 141 115 77 49 1650 1489 1103 54 386 57 329 303 204 113 91 1049 527 510 265 91 245
is_linear=0
shrinkage=0.05


Tree=319
num_leaves=24
num_cat=0
split_feature=143 40 3 128 63 59 103 51 37 47 88 72 72 20 123 149 84 28 81 99 141 142 7
split_gain=0.0413538 0.100253 0.132913 0.110488 0.0686834 0.0591111 0.17679 0.129804 0.223698 0.171764 0.2537 0.209478 0.16096 0.15904 0.135365 0.189091 0.207717 0.125404 0.124596 0.111143 0.10173 0.10112 0.0999427
threshold=0.055838862434029586 0.0027679565828293566 0.00050559637020342063 0.00093549740267917525 0.00244467705488205 0.011169348377734424 0.0013986918493174019 0.0038949446752667431 0.0053125319536775359 0.0042751494329422721 0.00017767510871635753 0.00082683752407319855 0.011169348377734424 0.0019071503775194289 0.00017767510871635753 0.0041444667149335155 0.00064626874518580746 0.00046126570669002836 0.0048403022810816774 0.0030382014811038975 0.0030382014811038975 0.036783467978239066 0.00040826165059115743
decision_type=2 2 2 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 -3 -2 -1 7 8 9 13 11 -11 14 21 15 16 -9 -13 -16 -12 -8 22 -7
right_child=1 3 -4 -5 -6 6 20 12 -10 10 19 17 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=3.7392569491435899e-05 -0.0028877802154276227 0.0032795686590039851 0.0022291357034554863 -2.7449998543455984e-05 0.00010007137269829673 0.0019003507341822639 0.0022647515382087841 -0.0032842445278647783 -0.0030162248284498865 -0.0023799555169126876 -0.0018234046660555237 0.0030072149877961264 -0.0019471213165422061 0.0023211526216067673 0.0028333195833897748 0.0012310001960341901 0.0015344272464214671 -0.0006652424918399503 0.0003500122901868996 -0.0045629900326157966 -0.00021951596444541133 -0.0026660475930625482 -0.00053531304867844218
leaf_weight=7929.5932376384735 41.411752700805664 57.119429707527161 34.578181505203247 45.277677774429321 35.915618538856506 55.635606646537781 96.754587292671204 74.798883199691772 109.57224607467651 55.928378701210022 104.07611191272736 55.635606646537781 78.859989643096924 70.347414016723633 88.876351118087769 94.128508567810059 31.903307437896729 39.927929639816284 117.01132416725159 57.460997104644775 71.782441735267639 40.074315667152405 173.3300656080246
leaf_count=3881 29 27 18 26 19 20 37 52 78 32 68 20 57 31 37 37 16 22 60 41 36 28 108
internal_value=0 0.000686738 -0.000347744 0.00181728 -0.00150004 -1.57473e-05 -0.000313309 -0.000518646 -0.00092578 -0.000574693 -0.00141944 5.04279e-05 0.000120245 0.000204452 0.000521093 -0.00040249 -0.00184349 0.00147281 0.00142199 -0.00279791 0.00120666 -0.000349014 5.65208e-05
internal_weight=0 214.303 111.906 102.397 77.3274 9345.7 1416.1 1247.57 761.989 652.416 313.029 151.492 485.578 339.387 406.718 200.831 106.702 95.5635 205.888 161.537 168.537 269.04 228.966
internal_count=4780 119 66 53 48 4661 780 707 448 370 183 74 259 187 202 105 68 42 97 109 73 156 128
is_linear=0
shrinkage=0.05


Tree=320
num_leaves=24
num_cat=0
split_feature=66 73 63 139 123 54 47 69 110 84 107 143 29 146 32 36 34 4 53 107 26 122 11
split_gain=0.0401809 0.114115 0.185438 0.185354 0.12308 0.110983 0.17242 0.24046 0.145598 0.175623 0.138786 0.14669 0.212654 0.209445 0.171404 0.126587 0.114941 0.113844 0.129874 0.102132 0.0999362 0.0926003 0.110736
threshold=0.0005375427135732026 0.00899649551138282 0.0038949446752667431 0.00017767510871635753 0.0049928687512874612 0.0045489775948226461 0.0066005610860884198 0.0012745757703669371 0.00017767510871635753 0.00037263428384903824 0.0079489401541650313 0.014740333426743748 0.0053125319536775359 0.0079489401541650313 0.00077738583786413084 0.00042089859198313212 0.00899649551138282 0.002945306478068233 0.0056525857653468856 0.0092791137285530585 0.0019071503775194289 0.00017767510871635753 0.0022272822679951791
decision_type=2 2 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 10 7 -7 -8 -10 11 12 21 -14 -13 -9 19 18 -12 -11 -15 -2 -23
right_child=1 2 3 -5 -6 6 8 15 9 16 17 14 13 20 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=5.1147078400706632e-05 -0.0013378808634225234 -0.00019480093485006476 0.0046620602161926488 0.00052334139589087919 -0.0029894837438800888 0.0046021943972991896 -0.0022930569066154441 0.001880354765169452 0.0025872269921053512 -0.00042113209535524915 0.00090793324012758327 0.0020386173180277751 -0.0041787749522954132 -0.0024152380867836403 -0.0010131618286801682 -0.0020457218749374692 0.00025818222784832498 0.0018207115184415671 -0.0022101863478115485 -0.003981780422013444 0.00079096056338187463 0.0017129208483087463 -0.0010932510961340269
leaf_weight=7654.334055185318 187.79789626598358 222.6200544834137 47.659779787063599 62.566768527030945 44.037831425666809 48.997216820716858 71.92882776260376 47.757370471954346 62.273996472358704 47.854961156845093 75.404390096664429 76.839417815208435 108.03962767124176 54.68853235244751 114.67801749706268 36.013209223747253 227.14028179645538 90.116197466850281 59.9406898021698 34.773362874984741 43.745059370994568 72.827106714248657 67.965312004089355
leaf_count=3793 109 137 16 35 29 17 42 20 23 24 23 28 69 35 72 23 107 34 35 26 17 25 41
internal_value=0 -0.000205438 0.000635638 0.00231284 -0.00038343 -0.000308361 0.000238987 0.00181989 -0.000233775 0.000164356 -0.000639939 -0.000976226 -0.00140126 -0.00265874 0.000211254 0.000192523 -0.000322723 0.000443791 -0.000472998 -0.0019196 -0.000990365 -0.000611118 0.000358286
internal_weight=0 1905.67 332.847 110.227 1572.82 1528.78 576.739 132.768 443.971 372.043 952.042 726.581 535.064 206.473 191.517 83.7706 309.769 225.461 135.345 82.6283 98.4336 328.59 140.792
internal_count=4780 987 188 51 799 770 282 60 222 180 488 396 296 121 100 43 157 92 58 50 52 175 66
is_linear=0
shrinkage=0.05


Tree=321
num_leaves=24
num_cat=0
split_feature=81 95 0 22 114 102 38 32 77 129 121 50 105 75 93 84 121 50 116 150 71 93 52
split_gain=0.0412233 0.171817 0.183075 0.153969 0.150699 0.186151 0.145299 0.120628 0.205401 0.274688 0.162387 0.18359 0.117789 0.113275 0.137344 0.149504 0.107251 0.0889939 0.0862562 0.136907 0.131206 0.184308 0.1944
threshold=0.013860232196748258 0.0027679565828293566 0.0013146653072908523 0.0013146653072908523 0.0012745757703669371 0.0036604277556762104 0.0026012937305495147 0.00068727668258361529 0.0015349716995842757 0.00066645268816500913 0.0013146653072908523 0.007706565549597145 0.0022272822679951791 0.0072436286136507997 0.00068727668258361529 0.00044738779251929378 0.0053125319536775359 0.0053125319536775359 0.0072436286136507997 0.00068727668258361529 0.00062670491752214741 0.00057154725072905432 0.00080172589514404546
decision_type=2 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 6 5 -3 7 8 -4 -10 13 16 -5 14 -9 -16 -12 -6 -1 -20 -21 -22 -23
right_child=1 4 3 12 17 -7 -8 10 9 -11 11 -13 -14 -15 15 -17 -18 -19 19 20 21 22 -24
leaf_value=4.0977358904479173e-05 0.0037580261395519284 0.0008428284069172577 0.002672868712346474 0.00011321376890140259 -0.00098142449702383057 -0.0020588263652725346 0.0023075954996233847 -0.0010554663895056776 -0.003592442058795903 0.002384942087440247 -0.002386935784436718 -0.0047876671495217342 0.003289391667379351 -0.0012176639757591505 0.0033749366377704344 0.00017742654090026566 0.0010599865250526996 -0.0038738756733755677 -0.0024113323424930881 0.0020084096546510088 0.00028576064201805165 -0.0037440828456030044 -0.00063248729576069257
leaf_weight=6629.9238222837448 45.131291747093201 193.80194664001465 92.644685506820679 46.566319465637207 64.050591588020325 77.32737123966217 72.973492741584778 69.302749037742615 41.411752700805664 35.866823196411133 46.615114808082581 39.976724982261658 78.225650191307068 105.55993497371674 67.526153922080994 79.709473252296448 43.745059370994568 45.472859144210815 77.571347951889038 61.278126835823059 655.25764882564545 53.399890661239624 836.66113197803497
leaf_count=3245 20 86 30 25 42 48 31 42 29 17 27 24 31 75 23 38 17 34 58 36 325 36 441
internal_value=0 0.000268211 0.000657662 0.000487049 -0.000617042 1.52627e-05 0.000196818 -5.06774e-05 0.00108518 -0.000818196 -0.000477278 -0.00196639 0.0021042 0.00012529 0.000779965 0.00164389 -0.000718216 -0.00218234 -4.01928e-05 -0.000359728 -0.000260671 -0.000350649 -0.00081917
internal_weight=0 1245.91 865.255 820.124 380.653 271.129 695.332 622.358 169.923 77.2786 452.435 130.337 124.792 322.098 216.538 147.236 90.3602 109.523 8314.09 1684.17 1606.6 1545.32 890.061
internal_count=4780 639 429 409 210 134 353 322 76 46 246 68 56 178 103 61 44 76 4141 896 838 802 477
is_linear=0
shrinkage=0.05


Tree=322
num_leaves=24
num_cat=0
split_feature=38 123 125 32 50 71 21 145 25 76 18 70 53 134 50 56 10 149 143 150 117 60 112
split_gain=0.0393735 0.123402 0.0482283 0.1173 0.124447 0.189191 0.079475 0.166526 0.142688 0.0898008 0.0879124 0.0798559 0.0625033 0.0601919 0.159759 0.149444 0.24054 0.223496 0.189454 0.189556 0.213489 0.181184 0.155801
threshold=0.021635212935507301 0.00075379351619631063 0.027182282879948619 0.00055427959887310873 0.021960759535431865 0.025578102096915249 0.00087947337306104611 0.00017767510871635753 0.011519505176693203 0.00070876078098081063 0.0005893622583243997 0.0010918468469753864 0.00050559637020342063 0.00017767510871635753 0.12767273932695392 0.00073092587990686308 0.0023699469165876512 0.0084566329605877417 0.002945306478068233 0.0011615398107096555 0.0049928687512874612 0.0019672545604407792 0.00046126570669002836
decision_type=2 2 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 13 -4 5 6 7 12 10 -8 -9 -10 -5 15 -15 -1 17 -17 -18 -20 22 -22 -21
right_child=1 -3 3 4 -6 -7 9 8 11 -11 -12 -13 -14 14 -16 16 18 -19 19 20 21 -23 -24
leaf_value=-0.00016028057978249236 -0.0031704649145663402 0.00058259872153917653 0.0021958504096496719 -5.1233375209613354e-05 0.0021283660941238606 -0.0034763666604892642 -0.0013827726333504764 0.0013751847021841828 -0.0013921080588202243 0.0015590739106270152 0.0041341644189699924 0.0017448488129409507 -0.0031463383606632287 0.00013918856448176222 0.002401016300875471 6.8440701773482347e-06 -0.00058804474073894167 -0.0044742287216030857 0.0045235360972061198 0.0014014596021028312 0.0015874148077114334 -0.0020047453603023687 0.0052133678280472115
leaf_weight=6438.8455450534821 38.688083291053772 50.481039881706238 82.237961292266846 34.724567532539368 70.152232646942139 38.736878633499146 118.73912394046783 70.298618674278259 52.062453627586365 33.191949129104614 48.997216820716858 33.240744471549988 30.761051774024963 1593.7303441762924 82.091575264930725 305.44355988502502 92.13676929473877 30.614665746688843 59.794303774833679 61.180536150932312 87.538914084434509 58.603252768516541 47.708575129508972
leaf_count=3163 25 24 34 24 23 27 77 29 35 15 17 17 23 795 28 195 63 17 29 32 36 34 18
internal_value=0 -0.00104575 9.84592e-06 0.000438697 0.000166511 -0.000132193 0.000174769 0.000689398 0.00139179 -0.000740076 0.00250835 -0.000169706 -0.00150512 -1.98398e-05 0.000249986 -8.28012e-05 0.000588618 -0.000401378 0.00140613 0.00198974 0.00139567 0.000146953 0.00307161
internal_weight=0 89.1691 9470.83 613.143 530.905 460.753 422.016 270.085 204.599 151.931 119.296 85.3032 65.4856 8857.69 1675.82 7181.87 743.021 336.058 406.962 314.826 255.031 146.142 108.889
internal_count=4780 49 4731 321 287 264 237 145 98 92 46 52 47 4410 823 3587 424 212 212 149 120 70 50
is_linear=0
shrinkage=0.05


Tree=323
num_leaves=24
num_cat=0
split_feature=36 52 16 33 115 81 61 44 38 116 32 75 101 93 86 138 128 113 138 104 38 109 39
split_gain=0.0389461 0.0885105 0.0829205 0.0660038 0.0478736 0.0474469 0.156802 0.185409 0.181251 0.161006 0.214619 0.203125 0.181378 0.159985 0.150642 0.201103 0.143434 0.107757 0.158527 0.10155 0.0941869 0.088358 0.200209
threshold=0.013439828064292671 0.00899649551138282 0.00017767510871635753 0.00077738583786413084 0.015675474889576439 0.013860232196748258 0.00075379351619631063 0.001792412775103003 0.012252715881913902 0.0072436286136507997 0.00068727668258361529 0.0005375427135732026 0.0019071503775194289 0.0020292587578296666 0.00087947337306104611 0.0066005610860884198 0.0019071503775194289 0.0016846025246195497 0.00057154725072905432 0.0010918468469753864 0.021635212935507301 0.00747153488919139 0.0021592099219560628
decision_type=2 2 2 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 20 7 -7 9 11 -11 -8 -12 -14 15 17 19 18 -13 -9 21 22 -1
right_child=1 -3 -4 4 -6 6 8 16 -10 10 12 14 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00037373501311287947 -0.00041523328228633763 0.0012305040228690733 0.00038386570496078262 -0.0031443621289561161 -0.00083310637435006019 -0.0011117028083525724 -0.0031225517214747544 -0.00028768216843087449 0.0031651546275323766 0.0028017849867415009 -0.0010195358141505473 -0.0017555479104331647 -0.00015109032251433579 0.0039092502095394929 -0.0021641516236892101 -0.0027090429438540392 0.0039518140645084686 0.0020586073666912742 0.0015085840653252124 0.0022011477204578514 -0.0022338143423769256 -0.00020423787551535695 -0.00031521129511550118
leaf_weight=2995.3488391637802 73.315060138702393 57.070634365081787 80.14863133430481 68.111698031425476 33.387130498886108 62.517973184585571 78.469626903533936 69.107567667961121 42.407622337341309 84.961630702018738 178.72860908508301 71.92882776260376 54.542146325111389 43.696264028549194 86.787021160125732 49.43637490272522 64.900075197219849 99.331870675086975 77.034599184989929 100.71810305118561 47.95255184173584 3412.6291936635971 1627.4679118394852
leaf_count=1358 45 25 56 47 23 33 41 34 16 38 114 42 29 15 59 35 23 35 36 38 28 1670 940
internal_value=0 -0.000549409 -0.000947823 -0.00155838 -0.0023841 1.85375e-05 0.000316914 0.00130797 -2.27337e-05 -0.000186618 0.000603442 -0.000804226 -7.09159e-05 0.00165494 -0.000331119 0.000203199 0.00195244 0.000783035 -6.75423e-05 0.00118836 -2.44495e-05 -1.12648e-05 0.000131191
internal_weight=0 312.033 254.963 174.814 101.499 9247.97 1164.57 297.244 867.325 824.917 361.929 462.988 276.967 98.2384 384.519 297.732 234.726 248.295 148.963 169.826 8083.4 8035.45 4622.82
internal_count=4780 196 171 115 70 4584 588 128 460 444 196 248 158 44 207 148 95 113 78 72 3996 3968 2298
is_linear=0
shrinkage=0.05


Tree=324
num_leaves=24
num_cat=0
split_feature=141 150 113 80 93 118 92 60 54 117 148 4 47 131 69 68 125 102 135 128 138 110 9
split_gain=0.037722 0.104838 0.222126 0.165307 0.275059 0.268074 0.215226 0.208571 0.187852 0.159809 0.15196 0.147852 0.176648 0.179045 0.159935 0.227189 0.193649 0.190633 0.176596 0.170598 0.137979 0.124044 0.11878
threshold=0.0005893622583243997 0.00099512818269431613 0.00017767510871635753 0.00050559637020342063 0.0012745757703669371 0.0016846025246195497 0.00017767510871635753 0.0011261500185355546 0.0014881226234138014 0.0063990866765379914 0.054214311763644225 0.0013986918493174019 0.040252277627587325 0.00096484774257987748 0.00017767510871635753 0.0092791137285530585 0.00017767510871635753 0.00052132029668428015 0.0044099434744566688 0.00039601318712811922 0.00057154725072905432 0.0011261500185355546 0.0005375427135732026
decision_type=2 2 2 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 8 -1 -5 -8 11 12 14 -14 17 16 -16 -4 -17 -19 -7 -13 -23
right_child=-2 2 10 5 -6 20 9 -9 -10 -11 -12 21 13 -15 15 18 -18 19 -20 -21 -22 22 -24
leaf_value=-0.0011084982004845639 -4.8206299136645595e-05 0.002670295212000952 0.00019880192272325942 0.0046462363065777152 -0.0042176670422210362 -0.0044116940850124214 -0.0016951617673931592 0.0022372070007298369 0.00060795059050039034 0.0014090084814212429 -0.0023538937134015437 0.00022366069847196344 0.0003615400722249768 -0.0032010284944384627 0.0015993520721467938 0.00068768349797678841 -0.0018767541427383181 0.0016781989755032254 0.0043765659424984914 0.0050750379111165912 -0.00034159478944010104 -0.00065562139124503767 -0.0044540760437257318
leaf_weight=227.82341659069061 7737.2839838266373 107.4052882194519 75.501980781555176 64.900075197219849 57.363406419754028 34.724567532539368 73.266264796257019 58.554457426071167 51.769681572914124 95.514740943908691 52.013658285140991 137.82477259635925 132.57261514663696 48.050142526626587 60.887764096260071 91.600020527839661 117.15771019458771 78.128059506416321 50.23706316947937 70.152232646942139 52.013658285140991 50.529835224151611 34.724567532539368
leaf_count=135 3910 43 27 23 37 24 43 32 23 40 33 52 52 32 20 41 66 27 14 23 33 26 24
internal_value=0 0.000204632 0.000509614 -0.000266852 -0.00105743 0.000463301 0.001203 -0.000424416 0.00285433 6.1517e-05 0.000277401 0.000421868 0.000768524 -0.000586192 0.0012186 0.000501316 -0.000688 0.00224392 0.00199424 0.00328526 -0.00197101 -0.000703644 -0.00220275
internal_weight=0 1822.72 1106.79 715.93 343.741 372.189 285.451 286.378 116.67 168.781 999.38 947.367 724.288 180.623 543.665 319.883 178.045 223.782 141.837 148.28 86.7382 223.079 85.2544
internal_count=4780 870 480 390 204 186 129 167 46 83 437 404 302 84 218 141 86 77 55 50 57 102 50
is_linear=0
shrinkage=0.05


Tree=325
num_leaves=24
num_cat=0
split_feature=98 75 87 28 39 11 15 140 73 4 127 145 35 0 21 109 69 1 19 78 65 126 72
split_gain=0.0384272 0.165577 0.14616 0.217917 0.248844 0.202379 0.193243 0.237431 0.271221 0.228359 0.237991 0.363143 0.172402 0.240877 0.171598 0.249335 0.370532 0.222712 0.169159 0.243495 0.242625 0.218195 0.205447
threshold=0.0037758676335215573 0.0048403022810816774 0.00055427959887310873 0.004017772153019906 0.00244467705488205 0.0010263677686452868 0.0022975050378590827 0.05109804309904576 0.00017767510871635753 0.0012745757703669371 0.00052132029668428015 0.00066645268816500913 0.00087947337306104611 0.0034400182776153092 0.00077738583786413084 0.010500331409275534 0.00099512818269431613 0.00039601318712811922 0.0046923852059990176 0.000490355829242617 0.0012745757703669371 0.0003614811430452392 0.000490355829242617
decision_type=2 2 2 2 2 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 18 -9 10 11 -2 -6 -14 15 17 -17 -4 20 -20 21 22 -8
right_child=1 -3 14 5 12 -7 7 8 -10 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=9.6607451707633149e-05 -0.0006928249187462029 -0.0009307164536235305 -0.0030895183321077175 -0.00040773551129554935 0.00020292083082970025 0.0037262640625934512 0.0012376957164557838 -0.0033378728177711325 0.0010334897235145489 0.0018045830710489979 0.00083107960772060515 -0.0052618642520100116 -0.0049206255042870718 -0.00069920121706259152 -2.1703149404949589e-05 -0.0057917734243581103 0.00031128561609581376 -1.3205693033124872e-05 -0.0025732671736711414 0.00092532316361426843 -0.00094836808335179074 0.00064008494458984793 0.0037488075565730566
leaf_weight=4956.5682792663574 136.34094953536987 535.25871574878693 70.396209359169006 45.131291747093201 111.51519000530243 86.055091023445129 137.58079588413239 69.156363010406494 72.875902056694031 83.331421613693237 100.57171702384949 63.855410218238831 57.363406419754028 82.237961292266846 1742.802454829216 60.038280487060547 42.456417679786682 358.18027853965759 66.335102915763855 198.71253669261932 83.526602983474731 200.04997372627258 199.65961098670959
leaf_count=2846 45 304 33 20 50 29 42 36 27 25 32 34 37 34 716 39 18 150 28 72 33 73 57
internal_value=0 -0.000104018 4.75218e-06 0.000342133 0.000187376 0.00230407 0.000445301 0.000802863 -0.00109495 -0.000511579 -0.0011533 -0.00215018 -0.0012629 -0.00243382 -0.000261473 -0.00104832 -0.0032637 -0.000518508 0.00110714 4.97094e-05 0.0015586 0.00194833 0.00272437
internal_weight=0 4603.43 4068.17 1794.3 1663.11 131.186 1412 1027.9 142.032 384.099 300.768 200.196 251.117 139.601 2273.87 531.071 102.495 428.576 885.865 265.048 620.817 537.29 337.24
internal_count=4780 1934 1630 674 625 49 504 368 63 136 111 79 121 71 956 240 57 183 305 100 205 172 99
is_linear=0
shrinkage=0.05


Tree=326
num_leaves=24
num_cat=0
split_feature=92 140 61 92 148 24 105 117 0 38 140 40 32 69 56 10 0 150 21 35 29 101 15
split_gain=0.0397539 0.126865 0.162389 0.273174 0.239009 0.215624 0.246276 0.199691 0.19175 0.173672 0.16147 0.173964 0.161097 0.172708 0.223328 0.160509 0.273997 0.156184 0.195294 0.329726 0.228559 0.214897 0.2165
threshold=0.002945306478068233 0.00899649551138282 0.00043393640953581786 0.088838413357734694 0.0012357163941487672 0.0072436286136507997 0.0011261500185355546 0.0019672545604407792 0.0020932231564074759 0.0017376682371832433 0.02636832278221846 0.015675474889576439 0.002945306478068233 0.00747153488919139 0.00066645268816500913 0.010500331409275534 0.0038949446752667431 0.0036604277556762104 0.0015833032084628942 0.0063990866765379914 0.018276390619575981 0.0016846025246195497 0.0058306583669036635
decision_type=2 2 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 10 -4 6 8 -8 -6 -9 11 -3 13 17 -15 16 -7 18 21 20 -20 -2 -23
right_child=1 2 4 -5 5 15 7 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24
leaf_value=-8.8596749460318272e-05 -0.00028206982161417359 -0.0039315582980245607 0.0013842876773647085 -0.0048385529704469332 0.00031918300755803711 -0.0040034816224237667 0.0029955736490409604 0.00056162513691444826 -0.0020454308411615801 -0.001884676369339762 0.0014076558325663794 0.00049737581922265183 -0.00039270063684361035 0.0030437439330184821 -0.001051232978482079 -0.0048299313874793307 0.00028149216822448436 -0.00048668770521226637 -7.0566873680601364e-05 0.0044088935602274015 0.0042062874428662796 0.0015855491428516191 -0.0020733895948817443
leaf_weight=5447.1481776237488 579.19895648956299 48.050142526626587 247.90493488311768 48.001347184181213 143.41849744319916 56.074764728546143 73.022288084030151 537.70957589149475 213.16040456295013 83.868170380592346 63.70902419090271 41.167775988578796 559.33258235454559 136.48733556270599 44.037831425666809 36.062004566192627 111.46639466285706 371.79862558841705 167.58995473384857 86.250272393226624 38.395311236381531 380.916708111763 45.228882431983948
leaf_count=2718 329 32 97 30 66 38 33 243 126 47 28 19 322 51 29 25 48 170 88 37 13 167 24
internal_value=0 0.000117339 -0.000212896 -0.00154788 -3.43919e-05 -0.000314678 -2.62159e-05 0.000522129 -0.00109437 0.000231551 -0.000514989 -0.00188792 0.000350855 0.000575675 0.0020448 -0.00180397 -0.00115266 0.000416804 0.000675684 0.00181341 0.000726632 0.000344967 0.00119721
internal_weight=0 4112.85 1703.62 200.928 1502.69 1254.78 1051.18 694.6 356.579 621.578 152.927 89.2179 2409.24 1849.9 180.525 203.603 167.541 1669.38 1297.58 292.236 205.985 1005.34 426.146
internal_count=4780 2062 832 109 723 626 515 323 192 290 79 51 1230 908 80 111 86 828 658 138 101 520 191
is_linear=0
shrinkage=0.05


Tree=327
num_leaves=24
num_cat=0
split_feature=34 118 85 0 92 87 120 136 67 135 54 113 34 103 15 131 133 23 76 68 105 123 121
split_gain=0.0381963 0.1647 0.117088 0.0869104 0.0513585 0.123516 0.167905 0.212412 0.172046 0.136179 0.166962 0.17034 0.18672 0.126618 0.182645 0.233361 0.218409 0.200973 0.155196 0.148953 0.126766 0.211917 0.250578
threshold=0.064669914543628707 0.00017767510871635753 0.00060774214216507982 0.011519505176693203 0.00244467705488205 0.0034400182776153092 0.0018488886416889729 0.0013560238294303419 0.00073092587990686308 0.00064626874518580746 0.0014881226234138014 0.0030382014811038975 0.015200819820165636 0.00080172589514404546 0.0044099434744566688 0.0095705352723598498 0.0015349716995842757 0.0044099434744566688 0.0003614811430452392 0.0012357163941487672 0.00017767510871635753 0.0010263677686452868 0.0015349716995842757
decision_type=2 2 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 13 7 9 -9 -7 -11 -12 -13 20 15 16 -15 -16 19 -18 21 -1 -23
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 11 12 -14 14 17 -17 18 -19 -20 -21 -22 22 -24
leaf_value=-0.00073799776536837274 0.0010551555644206993 -0.0015781816034861355 -0.0006632333917330601 0.0036896307142132781 0.00010979491208260597 -0.0018774068429109347 0.0018612847217477609 -0.0056210563722836632 -0.00097927988185411252 0.0014258067709306569 -0.002168384073156557 0.0015483804758897358 -0.0020374520263801883 0.0003445890090858051 -0.0025554994127193909 0.0016302459633649241 -0.0032945531458313452 0.00026353296756972093 -0.0007633214358270194 -0.0074565665325171185 0.00028749246833507133 -1.5474579761307072e-05 0.0040459848424043753
leaf_weight=794.7126305103302 71.587260365486145 62.664359211921692 49.289988875389099 55.635606646537781 4337.4147838354111 157.42720723152161 56.924248337745667 41.411752700805664 38.541697263717651 119.39342617988586 126.71495079994202 103.29538643360138 55.977174043655396 46.419933438301086 73.119878768920898 39.781543612480164 65.290437936782837 467.11818516254425 34.529386162757874 32.049693465232849 2543.2441031932831 134.54439163208008 52.911937236785889
leaf_count=390 28 39 29 20 2171 102 19 29 19 50 81 36 34 19 37 16 39 202 16 22 1287 79 16
internal_value=0 0.000623906 0.00140568 0.00220723 -1.60097e-05 -0.000125506 -0.000741431 -0.000971932 -0.00338348 -0.000629344 -0.000144666 -0.000800304 0.000288121 -2.49039e-05 -0.000611028 -0.00183239 -0.002605 -0.000118016 -0.0036433 -0.00466492 0.00010117 -0.000381296 0.00113092
internal_weight=0 239.177 176.513 127.223 9320.82 4983.41 699.686 642.762 79.9534 562.808 405.381 285.988 159.273 4283.72 758.309 218.071 178.289 540.238 131.87 97.3401 3525.41 982.169 187.456
internal_count=4780 116 77 48 4664 2493 370 351 48 303 201 151 70 2123 351 112 96 239 77 61 1772 485 95
is_linear=0
shrinkage=0.05


Tree=328
num_leaves=24
num_cat=0
split_feature=84 5 20 68 107 20 133 40 50 100 149 92 106 92 114 0 109 102 10 107 34 54 47
split_gain=0.0361846 0.0833131 0.156234 0.0412267 0.108114 0.110983 0.108965 0.0613152 0.148009 0.158995 0.213993 0.196602 0.207875 0.134607 0.171666 0.146037 0.0931803 0.156245 0.198067 0.131057 0.125826 0.122937 0.149306
threshold=0.013439828064292671 0.00057154725072905432 0.00080172589514404546 0.099488973617553725 0.020035739988088611 0.00043393640953581786 0.0012745757703669371 0.00017767510871635753 0.26590165495872503 0.00057154725072905432 0.0041444667149335155 0.0072436286136507997 0.0030382014811038975 0.00043393640953581786 0.00040826165059115743 0.00017767510871635753 0.029773407615721229 0.0025217677466571335 0.057509137317538268 0.0092791137285530585 0.0041444667149335155 0.00017767510871635753 0.0084566329605877417
decision_type=2 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 7 6 -6 -5 8 9 10 11 13 -13 15 -15 -1 17 18 21 -18 -19 -11 -23
right_child=1 -3 -4 4 5 -7 -8 -9 -10 16 -12 12 -14 14 -16 -17 19 20 -20 -21 -22 22 -24
leaf_value=0.0016604980675137713 -0.0019492503243733784 -0.0029860530812349561 0.0025935208190841961 -0.0035415024964394466 0.001605452268001573 -0.0016591247272275561 -0.00025929488599003435 -2.7315737726033377e-05 0.002449319676951995 -0.0011549423519052219 -0.0040073176907157414 -0.00013944290634185564 0.0047973604222359238 -0.0057362275857752746 -0.00077503452918057346 -0.0014172562266312979 0.0039911391046085461 0.002749259018542562 -0.0029629007916689605 0.00023529377951167171 0.00054931974598070932 0.0018021902502258871 -0.00021937569406728659
leaf_weight=63.806614875793457 44.037831425666809 33.387130498886108 33.191949129104614 49.387579560279846 70.249823331832886 41.362957358360291 51.818476915359497 7869.4950687885284 78.079264163970947 123.21055591106415 42.554008364677429 55.879583358764648 34.4805908203125 29.423614740371704 42.797985076904297 97.340131402015686 45.131291747093201 102.00674474239349 54.493350982666016 47.854961156845093 179.13893461227417 162.79691815376282 208.07459592819214
leaf_count=32 29 23 15 33 27 27 25 4001 25 45 22 30 14 22 32 61 20 37 27 24 77 53 79
internal_value=0 -0.000899071 3.14974e-06 1.05248e-05 -0.000677506 0.000395622 -0.00186098 2.63776e-05 0.000335462 0.000207417 -0.000673959 -0.00023579 0.00174439 -0.00100252 -0.00279626 -0.000198609 0.000557292 0.000389086 -0.00010211 0.00205821 0.00134751 0.000213413 0.000668006
internal_weight=0 110.617 77.2298 9449.38 212.819 111.613 101.206 9236.56 1367.07 1288.99 366.283 323.729 90.3602 233.368 72.2216 161.147 922.707 829.721 548.575 92.9863 281.146 494.082 370.872
internal_count=4780 67 44 4713 112 54 58 4601 600 575 213 191 44 147 54 93 362 318 204 44 114 177 132
is_linear=0
shrinkage=0.05


Tree=329
num_leaves=24
num_cat=0
split_feature=108 148 149 114 81 61 45 42 19 106 50 145 0 133 24 14 114 76 91 94 8 70 33
split_gain=0.0367653 0.115839 0.107229 0.0722629 0.0458189 0.157395 0.252556 0.335563 0.159638 0.177748 0.156843 0.14206 0.137726 0.125682 0.169061 0.148288 0.120857 0.129327 0.112497 0.133989 0.113877 0.103061 0.116123
threshold=0.079227816313505187 0.0020292587578296666 0.00060774214216507982 0.0005893622583243997 0.011880517937242987 0.0016846025246195497 0.0019672545604407792 0.00075379351619631063 0.0034400182776153092 0.0016331639490090313 0.037906534969806678 0.00093549740267917525 0.0020932231564074759 0.0037758676335215573 0.0026012937305495147 0.0038949446752667431 0.00068727668258361529 0.0013146653072908523 0.012636432424187662 0.0054799309000372895 0.0084566329605877417 0.00039601318712811922 0.0081988852471113222
decision_type=2 2 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 6 8 -8 -6 21 12 -9 -7 -13 -15 -16 18 -18 19 -14 -21 -10 -23
right_child=1 3 -4 -5 5 10 7 11 9 -11 -12 13 16 14 15 -17 17 -19 -20 20 -22 22 -24
leaf_value=-3.3455351186492692e-05 0.0024351992393150178 -0.0028245199580750123 -0.0011231662308816904 -0.00041072610558513323 -0.0018771440975139581 0.0026726027852359523 0.0047447357717268534 0.0026927380085084445 0.0030967469309618762 -0.0025255243880671786 -0.003427049218637328 0.0019315333096229987 -0.001096158979865302 0.001938429911838566 -0.0035864053580039212 0.00066933117120558986 -0.0011930913997811336 0.00162716333056959 0.0023262197046369643 0.0020907126599874625 -0.0007051110778823719 -0.00067678324279413118 0.0024210216969607896
leaf_weight=7864.5756089687347 45.131291747093201 62.664359211921692 39.879134297370911 61.375717520713806 97.242540717124939 43.842650055885315 74.066953063011169 83.429012298583984 51.72088623046875 38.639287948608398 35.96441388130188 70.249823331832886 139.74775373935699 41.118980646133423 53.399890661239624 33.191949129104614 326.98893845081329 46.419933438301086 64.900075197219849 96.754587292671204 58.408071398735046 82.530733346939087 47.757370471954346
leaf_count=3907 20 39 20 40 57 21 22 29 21 23 21 27 77 17 36 15 217 19 23 37 26 46 20
internal_value=0 -0.000655787 0.000765939 -0.00163016 1.46608e-05 0.000269249 0.00083462 0.00175037 -0.000189342 0.000554494 -0.000198991 0.000962194 -4.9588e-05 0.000232869 -0.000701514 -0.00195512 -0.000212361 -0.000842494 0.000441588 2.68424e-05 0.00103828 0.00120836 0.000458723
internal_weight=0 209.051 85.0104 124.04 9350.95 1486.37 673.347 355.457 317.891 220.648 813.026 281.39 777.062 197.961 127.711 86.5918 733.219 373.409 359.81 294.91 155.163 182.009 130.288
internal_count=4780 119 40 79 4661 754 313 146 167 110 441 124 420 95 68 51 399 236 163 140 63 87 66
is_linear=0
shrinkage=0.05


Tree=330
num_leaves=24
num_cat=0
split_feature=4 51 38 26 126 18 14 93 102 19 67 95 137 85 143 93 73 147 149 35 94 125 24
split_gain=0.037343 0.110904 0.0873371 0.050175 0.0387905 0.126221 0.15326 0.178695 0.220073 0.186551 0.166436 0.133255 0.115927 0.152098 0.126588 0.115199 0.110037 0.0983937 0.0987932 0.141896 0.0964549 0.0924861 0.120702
threshold=0.015675474889576439 0.00066645268816500913 0.00077738583786413084 0.00060774214216507982 0.0014881226234138014 0.0037758676335215573 0.0013560238294303419 0.088838413357734694 0.0012357163941487672 0.0016846025246195497 0.00096484774257987748 0.0011261500185355546 0.0014881226234138014 0.00060774214216507982 0.014740333426743748 0.0038949446752667431 0.0027679565828293566 0.0038949446752667431 0.00060774214216507982 0.00017767510871635753 0.0048403022810816774 0.00052132029668428015 0.0020292587578296666
decision_type=2 2 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 -1 6 7 8 9 -6 11 -8 14 -14 17 20 -7 18 -10 -20 -12 22 -21
right_child=1 2 3 -5 5 16 10 -9 12 -11 15 -13 13 -15 -16 -17 -18 -19 19 21 -22 -23 -24
leaf_value=5.5007716997774518e-05 -0.0030875866322636284 0.0014880519735761179 -0.002395666316262438 0.0002013237466289363 -0.0045980685499347924 -0.0038113187054269432 -0.00023089930335800266 0.0025905009417452416 -0.0015175049330185312 -0.00054728307436490581 -0.00059477945103242791 0.0028161205152073612 -0.0043666288921746935 0.00010947871595017947 -0.0027981637307593257 -0.0020217330764346801 -0.00047153431654153443 -0.0013407579188182673 0.002414405877904108 -0.0024259049122431105 0.0014406330080917033 0.0010041295220696933 0.00065487900018046537
leaf_weight=8032.6047217845917 38.688083291053772 54.395760297775269 38.688083291053772 35.818027853965759 61.278126835823059 44.086626768112183 51.818476915359497 43.696264028549194 56.025969386100769 53.009527921676636 117.25530087947845 116.66975677013397 38.688083291053772 37.253055572509766 40.074315667152405 61.229331493377686 55.977174043655396 94.714052677154541 93.982122540473938 61.180536150932312 115.57629644870758 151.1015522480011 66.188716888427734
leaf_count=4013 25 23 25 15 36 31 25 15 36 20 70 46 25 20 28 34 34 61 31 32 55 58 22
internal_value=0 -0.000739793 -3.51353e-05 -0.00114719 1.32002e-05 -0.000233764 -9.79964e-05 -0.000518086 -0.000698357 -0.00271921 0.000626017 0.00187901 -0.000337037 -0.00217087 -8.97955e-05 -9.19108e-05 -0.00194299 0.000117654 0.000440032 0.000734493 0.000415588 0.000167533 -0.000824944
internal_weight=0 167.59 128.902 74.5061 9392.41 1359.81 1259.74 797.192 753.496 114.288 462.549 168.488 639.208 75.9411 563.267 294.061 100.064 523.193 428.479 372.453 232.832 278.471 127.369
internal_count=4780 88 63 40 4692 679 614 384 369 56 230 71 313 45 268 159 65 240 179 143 125 112 54
is_linear=0
shrinkage=0.05


Tree=331
num_leaves=24
num_cat=0
split_feature=144 50 5 0 27 146 144 98 110 15 145 44 124 83 83 44 54 150 149 50 78 125 1
split_gain=0.0363008 0.143657 0.175962 0.134279 0.160021 0.117083 0.249194 0.145601 0.226729 0.13558 0.203967 0.220293 0.31955 0.236047 0.407011 0.345813 0.304993 0.233507 0.22436 0.184584 0.218893 0.207298 0.214623
threshold=0.00082683752407319855 0.12767273932695392 0.0019672545604407792 0.055838862434029586 0.0070226341485977182 0.013439828064292671 0.00039601318712811922 0.0013986918493174019 0.00050559637020342063 0.011169348377734424 0.0010918468469753864 0.00044738779251929378 0.0012745757703669371 0.014740333426743748 0.0072436286136507997 0.0051502294372767219 0.0023699469165876512 0.0025217677466571335 0.0011980500421486797 0.00047558375808876013 0.0011980500421486797 0.0041444667149335155 0.0005375427135732026
decision_type=2 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 6 9 8 -7 10 19 12 -12 14 18 17 -16 -15 -13 20 -1 -21 -23
right_child=1 2 -4 4 -6 7 -8 -9 -10 -11 11 13 -14 15 16 -17 -18 -19 -20 21 -22 22 -24
leaf_value=-0.0033786091416379265 0.0001594245792557223 -0.0034019469254969814 0.00073240203394847039 -0.0027016353083044076 0.0010531071530955579 0.0021356879416856091 -0.0009282308405023905 1.6667044071957087e-05 -0.00087581503478959292 0.00037709548795423396 -0.0033677412134156294 -0.0027517944661108059 0.0019700479559384121 0.0040598293915191444 -0.0013852377295455254 -0.0016302347230844956 -0.0058554377899845116 4.7391200287934711e-06 0.00084394222094247339 0.00016478350720040076 0.00034934927447148167 0.0047121217011428518 0.00063729136799705417
leaf_weight=73.315060138702393 4030.0748521089554 62.615563869476318 43.696264028549194 98.677568435668945 39.830338954925537 233.43710422515869 839.57998275756836 626.04917824268341 85.351993441581726 1564.4442456960678 149.15860831737518 54.639737010002136 34.529386162757874 84.766449332237244 100.86448907852173 86.396658420562744 61.375717520713806 61.082945466041565 210.55428862571716 800.4438716173172 85.059221386909485 54.346964955329895 79.709473252296448
leaf_count=45 2275 37 15 62 18 96 453 258 54 671 86 33 16 30 44 43 40 28 73 302 42 21 38
internal_value=0 0.000111566 -0.00170265 -8.50874e-05 -0.00162189 -4.4812e-05 -0.000154614 0.000459582 0.00132939 3.09246e-05 -0.000248774 -0.000832955 -0.00236435 -0.000406537 -0.00110371 0.00087657 -0.00307632 0.00236152 0.000103088 0.000202036 -0.00137641 0.000469543 0.00228924
internal_weight=0 4136.39 106.312 5423.61 138.508 5285.11 4340.27 944.838 318.789 3500.69 1936.24 843.368 183.688 659.68 427.434 232.246 162.24 145.849 265.194 1092.87 158.374 934.5 134.056
internal_count=4780 2327 52 2453 80 2373 1965 408 150 1512 841 393 102 291 190 101 84 58 106 448 87 361 59
is_linear=0
shrinkage=0.05


Tree=332
num_leaves=24
num_cat=0
split_feature=49 44 115 78 40 51 53 54 46 37 121 144 98 77 91 15 81 51 98 127 8 140 45
split_gain=0.0358414 0.106787 0.0440727 0.227275 0.174644 0.17827 0.201732 0.154837 0.154145 0.13831 0.219604 0.190982 0.325776 0.168816 0.282518 0.166779 0.194665 0.229233 0.228015 0.239034 0.218906 0.172174 0.160409
threshold=0.01693275943398476 0.0038949446752667431 0.00017767510871635753 0.0042751494329422721 0.0098710241727530974 0.010829726699739696 0.0063990866765379914 0.0005893622583243997 0.0062037324532866487 0.0012745757703669371 0.00017767510871635753 0.00039601318712811922 0.0084566329605877417 0.00017767510871635753 0.0020292587578296666 0.00057154725072905432 0.00080172589514404546 0.0018488886416889729 0.00096484774257987748 0.00099512818269431613 0.0015833032084628942 0.00090704852482303988 0.0022975050378590827
decision_type=2 2 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 9 -7 -6 -9 11 -11 15 -13 14 -12 21 17 18 -17 -20 -18 -1 -22
right_child=1 -3 -4 -5 7 6 -8 8 -10 10 13 12 -14 -15 -16 16 20 -19 19 -21 22 -23 -24
leaf_value=0.00049071260537937361 0.0003996430057366389 -0.003523211541967667 6.9260436938798359e-05 -0.0012944831624129402 0.0040757082339309371 -0.0049205224809401966 -0.00024215552506706538 0.0019433155657162787 -0.0016831415622228551 -0.0037306750247922274 -0.0041343670260931562 0.00044273477335309594 -0.0052016791312565116 0.0015237302772432744 0.00059333327183215729 -0.0043585237307967491 0.0018247516369224786 0.0014361946467421934 -0.001998548270637173 0.0017433689219312463 -0.0012505936843622831 0.0038902824193390848 0.00062665007476879605
leaf_weight=87.490118741989136 45.375268459320068 28.086177706718445 7199.5344823598862 382.74209856987 45.033701062202454 39.976724982261658 54.395760297775269 83.380216956138611 45.180087089538574 58.652048110961914 54.395760297775269 63.806614875793457 42.651599049568176 80.754138231277466 75.404390096664429 57.363406419754028 250.43342292308807 83.380216956138611 129.89774107933044 63.562638163566589 167.15079665184021 64.851279854774475 356.50127410888672
leaf_count=34 30 21 3773 188 16 24 23 27 22 36 23 32 26 27 23 37 93 27 50 22 70 21 135
internal_value=0 -0.00110016 8.51941e-06 -0.000182695 4.07664e-05 -0.000110884 -0.00222394 0.00155267 0.000668866 1.0985e-05 -0.00102493 0.000214976 -0.00181865 -0.000271211 -0.00138792 0.000386712 0.000173492 -0.000835009 -0.00159001 -0.000769118 0.000608903 0.0019379 2.74301e-05
internal_weight=0 73.4614 9486.54 2287 1904.26 1730.67 94.3725 173.594 128.56 1636.3 269.206 1367.09 106.458 210.554 129.8 1260.63 1108.29 334.204 250.824 193.46 774.085 152.341 523.652
internal_count=4780 51 4729 956 768 703 47 65 49 656 109 547 58 73 46 489 434 136 109 72 298 55 205
is_linear=0
shrinkage=0.05


Tree=333
num_leaves=24
num_cat=0
split_feature=141 46 95 51 121 99 125 19 140 143 101 93 150 71 95 115 109 96 45 73 35 23 73
split_gain=0.0372533 0.113013 0.122654 0.15156 0.211378 0.144974 0.143884 0.115448 0.135568 0.210554 0.223293 0.24394 0.191943 0.222217 0.174591 0.231163 0.22348 0.241092 0.207131 0.251561 0.140375 0.135374 0.15285
threshold=0.0005893622583243997 0.21471316367387774 0.00899649551138282 0.0018488886416889729 0.00087947337306104611 0.010500331409275534 0.015200819820165636 0.0046923852059990176 0.016164712607860569 0.00017767510871635753 0.0019071503775194289 0.0012745757703669371 0.012252715881913902 0.072653736919164671 0.00017767510871635753 0.00899649551138282 0.0058306583669036635 0.00080172589514404546 0.0014427106943912806 0.0032328735105693345 0.00087947337306104611 0.02636832278221846 0.0017376682371832433
decision_type=2 2 2 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 9 10 11 -1 13 20 15 16 17 -11 19 -16 -10 22 -9
right_child=-2 -3 3 5 -6 -7 -8 21 12 14 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00043743315626446739 -4.7905859292573846e-05 0.002209853451699632 -0.0019727835588181108 0.00076355794450070572 0.0017330690418447738 0.0038901798816012678 -0.0019626067880867347 -0.0022419574128485198 -0.0015710334011051015 0.0059955221763421046 0.0023842283465601763 -0.0051501240055114392 0.0020059780172067615 -0.0045370106012594799 -0.0052520358028625537 -0.00042026270595291393 0.00038962032424745872 0.0019593408795149335 0.00099553966529645826 0.00077714626082008085 0.0010870414676547142 0.0014183596290362845 0.00038884276447107013
leaf_weight=87.929276823997498 7737.2839838266373 67.574949264526367 74.603701829910278 82.286756634712219 79.46549654006958 67.47735857963562 93.474206328392029 156.84166312217712 125.08474171161652 71.440874338150024 39.683952927589417 39.927929639816284 58.310480713844299 41.167775988578796 33.338335156440735 73.41265082359314 65.046461224555969 76.741827130317688 229.66876983642578 35.96441388130188 82.384347319602966 55.684401988983154 85.205607414245605
leaf_count=52 3910 25 44 36 28 21 64 78 68 22 12 22 22 19 21 49 29 24 103 21 40 22 48
internal_value=0 0.000203357 0.000126104 0.00103962 -6.13865e-05 0.00217228 -6.51423e-05 6.54805e-05 0.000309812 0.000670776 -0.000892207 -0.00190914 -0.000575884 -0.00118138 0.00111794 0.00199964 0.00283278 0.00390524 0.000272601 -0.00212321 -0.000515533 -0.000804484 -0.00131586
internal_weight=0 1822.72 1755.14 303.833 154.069 149.764 1451.31 1357.83 1060.1 753.154 167.541 127.857 306.947 248.637 585.613 286.642 213.229 148.183 298.972 69.3027 207.469 297.732 242.047
internal_count=4780 870 845 129 72 57 716 652 504 355 86 74 149 127 269 124 75 46 145 42 108 148 126
is_linear=0
shrinkage=0.05


Tree=334
num_leaves=24
num_cat=0
split_feature=16 3 74 51 61 146 28 149 98 71 115 88 88 20 142 29 116 0 72 5 2 82 118
split_gain=0.0361753 0.0608188 0.0737304 0.173281 0.272402 0.126508 0.0963623 0.070023 0.0643971 0.0618324 0.0834054 0.0612913 0.135266 0.152899 0.134534 0.183577 0.237373 0.174804 0.183721 0.213322 0.11829 0.117548 0.0958157
threshold=0.005485186818987132 0.011519505176693203 0.0020932231564074759 0.0058306583669036635 0.0034400182776153092 0.00077738583786413084 0.0010918468469753864 0.0011980500421486797 0.0044099434744566688 0.00099512818269431613 0.019431582652032379 0.023343417793512348 0.0062037324532866487 0.0049928687512874612 0.013439828064292671 0.0053125319536775359 0.0038949446752667431 0.0087224207818508166 0.0012357163941487672 0.00075379351619631063 0.00040826165059115743 0.00085274505545385193 0.0014427106943912806
decision_type=2 2 2 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 -4 7 -7 -8 -3 -11 12 -1 14 15 17 22 18 -14 21 -16 -20 -17
right_child=-2 9 3 4 -6 6 8 -9 -10 10 -12 -13 13 -15 20 16 -18 -19 19 -21 -22 -23 -24
leaf_value=-4.5823994492788777e-05 0.0011838263847310283 0.00022351798458343522 0.0022253724282755255 0.0046954061918598206 -0.00061143288005245742 -0.00084794738617554363 -0.00045196266523877209 -0.0039336825710208851 0.0020727006058355764 -0.0023654556600772895 -0.00046573885073492385 -0.00065652857169685476 0.0045056356091835855 -0.0011850002593342616 -0.0018776312865281374 0.0028675590428607809 0.0052129439165242153 -0.0006010445446834842 -0.00016754812427722472 -0.0017040304370720906 0.0018422134057739183 0.0028262827365289063 -0.00032874458385406471
leaf_weight=7605.9534382820129 64.099386930465698 149.69535708427429 51.867272257804871 58.310480713844299 41.314162015914917 58.798434138298035 73.461446166038513 26.748740673065186 38.492901921272278 82.823505401611328 191.05831444263458 350.91641902923584 42.358826994895935 98.775159120559692 70.786572098731995 43.745059370994568 58.310480713844299 162.58177399635315 48.001347184181213 57.314611077308655 30.614665746688843 103.4417724609375 50.529835224151611
leaf_count=3586 44 108 27 22 25 42 51 20 17 58 135 229 14 66 49 17 22 98 30 35 17 42 26
internal_value=0 -7.99108e-06 1.93508e-05 0.000731985 0.00249467 2.77797e-05 -0.000549346 -0.00181279 0.000416084 -0.000593608 -0.00104022 -9.15952e-06 1.79739e-05 0.000651072 0.000922694 0.00122303 0.00270537 0.000676294 0.00150329 0.000894086 -0.00075455 0.00187736 0.00115439
internal_weight=0 9495.9 9072.32 348.993 99.6246 249.369 197.502 85.5472 111.954 423.577 273.882 8723.33 8372.41 766.46 667.685 566.284 152.585 413.698 251.117 208.758 101.401 151.443 94.2749
internal_count=4780 4736 4435 204 47 157 130 62 68 301 193 4231 4002 416 350 284 65 219 121 107 66 72 43
is_linear=0
shrinkage=0.05


Tree=335
num_leaves=24
num_cat=0
split_feature=125 32 68 12 128 125 88 50 60 8 23 27 125 25 80 128 141 121 31 107 71 62 46
split_gain=0.0358853 0.10974 0.183545 0.170403 0.17413 0.166817 0.114871 0.109535 0.0929449 0.0650322 0.121276 0.0989647 0.0585707 0.202669 0.0818359 0.0804535 0.0739082 0.110872 0.115495 0.264762 0.303991 0.260258 0.279252
threshold=0.027182282879948619 0.0042751494329422721 0.0023699469165876512 0.00747153488919139 0.0019071503775194289 0.04273676127195359 0.00747153488919139 0.021960759535431865 0.0011261500185355546 0.033603202551603324 0.0049928687512874612 0.0028552538715302949 0.020035739988088611 0.0026833302108570938 0.0032328735105693345 0.0030382014811038975 0.0005893622583243997 0.04273676127195359 0.00017767510871635753 0.004017772153019906 0.0068083447404205808 0.00046126570669002836 0.0038949446752667431
decision_type=2 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 8 -4 7 -3 -2 12 -11 -12 16 -14 15 -15 -1 18 19 20 21 -18 -23
right_child=1 6 5 -5 -6 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=0.00026611051935784548 0.00030819598685605395 -0.0013772223971203034 0.0012743523634542108 -0.0010255088185856323 0.0044279570254682089 -0.0023258340605582374 0.0021969624250279844 0.0014446894579554627 0.0030116885909273303 -0.001024446182490853 0.0027716359112628978 -0.0001068972252581911 -0.0036206383994149948 -0.0024620750450820958 0.0014952906965693044 0.00063380892651825874 -0.00048620467509751094 0.00060539294792788295 5.4425573846514572e-05 0.00014543123817297476 -0.0013739649647110381 -0.00010149003771274182 0.0042946405750994418
leaf_weight=1725.3270524740219 86.299067735671997 182.74092018604279 60.985354781150818 46.712705492973328 66.237512230873108 68.111698031425476 35.96441388130188 42.358826994895935 50.334653854370117 57.070634365081787 83.380216956138611 46.517524123191833 50.725016593933105 42.70039439201355 58.505662083625793 41.265366673469543 634.6194189786911 514.6515417098999 3176.3796991109848 1374.8298287391663 967.99390077590942 81.242091655731201 65.046461224555969
leaf_count=807 39 117 24 31 24 47 21 14 18 25 27 23 34 28 30 23 394 159 1674 649 496 47 29
internal_value=0 0.00036173 0.000905465 0.00169715 0.00232407 -0.000625109 -0.000426972 -0.000846201 0.00130414 -2.59427e-05 0.000896736 0.00174081 -4.5696e-05 -0.000906596 5.97015e-05 -0.000940588 -2.62205e-05 -0.000100231 -0.000157873 -0.00037375 -0.000781884 -4.79557e-05 0.00185323
internal_weight=0 639.745 378.681 249.584 202.871 129.097 261.064 225.1 136.634 8920.25 186.968 129.898 8733.29 193.196 142.471 83.9658 8540.09 6814.76 6300.11 3123.73 1748.9 780.908 146.289
internal_count=4780 335 183 112 81 71 152 131 57 4445 75 50 4370 115 81 51 4255 3448 3289 1615 966 470 76
is_linear=0
shrinkage=0.05


Tree=336
num_leaves=24
num_cat=0
split_feature=127 92 81 109 92 98 141 73 98 36 101 114 23 51 137 47 71 50 86 105 109 30 59
split_gain=0.0370897 0.22264 0.0957244 0.107307 0.0736408 0.0597269 0.0523764 0.154848 0.181665 0.373439 0.202078 0.162859 0.169552 0.162175 0.125629 0.135122 0.109813 0.11618 0.123587 0.109163 0.104869 0.0894397 0.0740694
threshold=0.062805486842989935 0.00017767510871635753 0.0025217677466571335 0.013032016810029747 0.0092791137285530585 0.0072436286136507997 0.010829726699739696 0.0063990866765379914 0.019431582652032379 0.00017767510871635753 0.0035485138650983576 0.00082683752407319855 0.0056525857653468856 0.00017767510871635753 0.00077738583786413084 0.00096484774257987748 0.025578102096915249 0.0045489775948226461 0.000490355829242617 0.00085274505545385193 0.010500331409275534 0.0044099434744566688 0.00064626874518580746
decision_type=2 2 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 -3 -1 8 10 -10 14 19 -13 -9 15 -8 17 22 -19 -12 21 -15 -16
right_child=1 2 3 -5 -6 -7 7 13 9 -11 11 12 -14 20 16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=2.8207756222433496e-05 0.0037322005753127143 -8.7804543271449842e-05 -0.00085577794671481988 0.00069884472055258332 -0.0041377160727431748 0.0023831615642179544 -0.00013066201064812605 0.0028619185043777585 -0.0055316131075198805 -0.00017851069268782382 0.003708891764421822 0.0015478666944260281 -0.0033108604129715954 0.0021561803497530002 0.00094842267363994296 -0.0030197243474874001 -0.0025275340717198442 0.0029503786474960898 -0.00022680273540689767 0.00084514690212327882 -0.0017124307591933998 -0.00034489158267212355 -0.0013203836143641035
leaf_weight=8133.2252341508865 46.322342753410339 51.867272257804871 38.541697263717651 51.72088623046875 30.71225643157959 46.273547410964966 63.757819533348083 66.335102915763855 54.590941667556763 80.802933573722839 54.200578927993774 34.578181505203247 37.350646257400513 63.70902419090271 47.806165814399719 110.81209242343903 49.387579560279846 55.684401988983154 67.965312004089355 86.20147705078125 61.375717520713806 81.437273025512695 145.3414785861969
leaf_count=4047 15 27 19 21 21 13 30 28 31 29 15 18 24 28 22 75 33 22 41 35 40 55 91
internal_value=0 0.000582775 -8.30324e-05 -0.00102432 -0.00231123 0.00107726 -1.66431e-05 -0.000330749 -0.000650702 -0.00233689 -0.000347551 0.000959524 -0.000975136 0.000711087 -0.000860782 -0.00196456 -0.000334584 7.28951e-06 0.00120401 0.00195066 2.02373e-05 0.000752903 -0.000758829
internal_weight=0 265.438 219.116 120.975 69.254 98.1408 9294.56 1161.34 888.48 135.394 753.086 212.331 71.9288 272.857 540.755 174.57 366.185 316.797 123.65 140.402 206.522 145.146 193.148
internal_count=4780 116 101 61 40 40 4664 617 466 60 406 92 42 151 314 105 209 176 63 50 123 83 113
is_linear=0
shrinkage=0.05


Tree=337
num_leaves=24
num_cat=0
split_feature=92 101 149 149 91 82 71 140 108 82 140 71 71 52 11 75 51 150 70 25 94 1 121
split_gain=0.03613 0.132589 0.139963 0.234394 0.253123 0.216768 0.307848 0.233089 0.220108 0.225833 0.168237 0.402616 0.289503 0.202026 0.203753 0.209615 0.190476 0.201692 0.185753 0.167495 0.237002 0.211926 0.166309
threshold=0.002945306478068233 0.0042751494329422721 0.0021592099219560628 0.0019071503775194289 0.00099512818269431613 0.0013986918493174019 0.030689206905663017 0.010180860292166473 0.017724351026117805 0.00055427959887310873 0.0038949446752667431 0.030689206905663017 0.27827766537666326 0.00096484774257987748 0.0054799309000372895 0.0010918468469753864 0.0034400182776153092 0.0015349716995842757 0.0010918468469753864 0.0020292587578296666 0.0014427106943912806 0.0032328735105693345 0.00039601318712811922
decision_type=2 2 2 2 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 -4 9 -8 11 -1 13 14 15 18 -15 22 -12 21 -21 -7 -18
right_child=-2 -3 5 4 -6 19 8 -9 -10 -11 12 -13 -14 16 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=-7.1367347005414308e-05 0.00011186343312817881 -0.00054104418923789875 -0.0015651572510373267 0.0045115384567709265 -3.4812309855024828e-05 8.1729570530762855e-05 -0.0019657499650468208 0.0006157234209167563 9.6800691207461732e-05 -0.0067520490783432065 0.0023024070845582174 -0.0051999213106716305 0.0042819453553767373 -0.00049379464312865622 -0.0015466321687940274 0.00026010592281576169 0.00091036972653794088 6.8893413617248263e-06 0.0064355823847368435 0.00097362777277300392 -0.0019362916138643224 0.0019608177608570494 0.0048696795288613558
leaf_weight=849.21485126018524 4112.8517854213715 1230.7769918441772 235.75044810771942 67.574949264526367 55.977174043655396 1010.295062661171 49.192398190498352 255.08007347583771 38.444106578826904 49.387579560279846 86.299067735671997 40.074315667152405 51.574500203132629 525.09596824645996 40.025520324707031 74.603701829910278 54.493350982666016 154.55715179443359 39.683952927589417 106.26303255558014 204.89180564880371 176.22008383274078 51.672090888023376
leaf_count=525 2062 557 137 25 34 400 25 122 15 33 39 28 15 318 26 44 27 92 12 50 110 65 19
internal_value=0 -8.44621e-05 4.88162e-05 0.000339271 0.00245174 -0.0002369 -0.00101675 -0.000431774 -0.0031122 -0.00436364 0.000206601 -0.000302477 0.00062656 0.00044289 0.00171057 0.00236052 5.47338e-05 0.00115947 0.00360433 9.00311e-05 -0.00094252 0.00036081 0.00283742
internal_weight=0 5447.15 4216.37 2090.85 123.552 2125.52 627.855 490.831 137.024 98.58 1967.29 889.289 1078.01 1026.43 240.612 200.587 785.819 260.723 125.983 1497.67 311.155 1186.52 106.165
internal_count=4780 2718 2161 1204 59 957 332 259 73 58 1145 553 592 577 121 95 456 138 51 625 160 465 46
is_linear=0
shrinkage=0.05


Tree=338
num_leaves=24
num_cat=0
split_feature=42 69 142 22 56 125 46 43 94 8 105 135 50 46 37 47 58 106 21 5 117 120 76
split_gain=0.0367232 0.132774 0.146104 0.149306 0.140643 0.189193 0.280387 0.286199 0.229272 0.286705 0.175134 0.163046 0.217623 0.215581 0.216814 0.251503 0.356688 0.20396 0.224521 0.202109 0.218683 0.194378 0.172008
threshold=0.004017772153019906 0.0045489775948226461 0.0020932231564074759 0.00017767510871635753 0.00087947337306104611 0.00090704852482303988 0.0045489775948226461 0.024810968898236755 0.0014427106943912806 0.0018488886416889729 0.0022272822679951791 0.00096484774257987748 0.018276390619575981 0.00017767510871635753 0.00017767510871635753 0.019431582652032379 0.001792412775103003 0.0098710241727530974 0.0056525857653468856 0.0022975050378590827 0.014293605927377941 0.00017767510871635753 0.0013146653072908523
decision_type=2 2 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 11 7 8 -7 -10 -6 12 13 17 15 -15 -17 -2 -19 -13 22 -16 -21
right_child=1 2 -4 -5 10 6 -8 -9 9 -11 -12 19 -14 14 21 16 -18 18 -20 20 -22 -23 -24
leaf_value=8.1280398008196124e-05 -0.0036239987385480615 -0.00014375818370302194 0.00064180306913312244 -0.003962447375333202 -0.0011110393553529934 0.001056113334782432 -0.0017684318407320766 -0.0034419112939178716 0.0017182266752057659 -0.001525741642716395 0.0017901527475738966 -0.0014451162658627292 0.0017621033987264782 0.0038699224536995879 -0.0014886028062507444 0.003163596242339604 -0.0013988521137968145 -0.0028606834100979948 0.0013113202173560894 0.00080705546176453697 0.0025238797340549068 0.0020393046437138396 -0.0028148672025163119
leaf_weight=5663.715386390686 68.014107346534729 96.998564004898071 822.76997566223145 34.773362874984741 76.038729548454285 314.92317259311676 491.66004240512848 63.757819533348083 88.876351118087769 291.53244078159332 164.67110395431519 335.0823187828064 225.21730065345764 79.611882567405701 159.76051390171051 72.973492741584778 103.73454451560974 52.013658285140991 84.864040017127991 76.839417815208435 83.331421613693237 51.672090888023376 57.168225049972534
leaf_count=2876 43 47 356 26 49 153 293 30 37 163 76 172 82 34 90 31 54 33 34 28 25 19 29
internal_value=0 -0.000118151 0.000394246 -0.00115147 -0.000284414 -0.000387621 -0.000838229 -0.00023574 5.82471e-05 -0.000767841 0.000873684 9.90923e-07 0.000416834 -3.35948e-05 0.000558835 0.00153652 0.00048526 -0.00138607 -0.000274045 -0.000674886 0.000512615 -0.000626416 -0.000738072
internal_weight=0 3896.28 954.542 131.772 2941.74 2701.03 1250.75 759.09 695.332 380.409 240.71 1450.28 897.862 672.644 467.753 256.32 176.708 204.892 136.878 552.421 217.339 211.433 134.008
internal_count=4780 1904 429 73 1475 1350 676 383 353 200 125 674 420 338 228 119 85 110 67 254 82 109 57
is_linear=0
shrinkage=0.05


Tree=339
num_leaves=24
num_cat=0
split_feature=81 2 103 141 136 113 61 37 145 93 71 110 61 21 62 70 110 82 146 99 22 63 116
split_gain=0.035635 0.109507 0.140296 0.146128 0.170547 0.252088 0.162666 0.127712 0.125866 0.154972 0.1978 0.14949 0.12951 0.121947 0.108453 0.105109 0.101117 0.0951729 0.082153 0.0808596 0.0792971 0.0782495 0.0775315
threshold=0.013860232196748258 0.0018488886416889729 0.00017767510871635753 0.0013986918493174019 0.0010263677686452868 0.0030382014811038975 0.0019071503775194289 0.0011261500185355546 0.00017767510871635753 0.00068727668258361529 0.001792412775103003 0.00044738779251929378 0.0014881226234138014 0.000490355829242617 0.00064626874518580746 0.00062670491752214741 0.0011261500185355546 0.0012357163941487672 0.010180860292166473 0.0013146653072908523 0.00040826165059115743 0.0042751494329422721 0.0072436286136507997
decision_type=2 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 -2 5 8 -6 16 18 11 -11 13 -12 19 21 -7 -4 -8 -5 -10 -15 -14 -1
right_child=1 -3 7 4 6 15 17 -9 9 10 12 -13 14 20 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=3.958627630073328e-05 -0.00090538604899147775 -0.0021644838004781989 -0.0030764212478102664 0.00038040245663037951 0.0021694379663180371 0.0053152717931431942 -0.00049449525801643511 0.0009158305970970829 0.0031340021330610989 -0.0015584584380025053 0.0038004496303786512 -0.0031604904689542857 0.0018541510947337502 -0.0027419970681211779 0.0034152446005067021 0.002240727720351195 -0.00053650780449438743 -0.0035974528052233161 -0.0029137883455996765 0.00017356449920310653 0.00048998358805218685 -0.001088593879949787 -0.00034031384396539482
leaf_weight=6629.9238222837448 135.78423798084259 45.277677774429321 64.001796245574951 39.830338954925537 35.769232511520386 38.395311236381531 61.278126835823059 79.709473252296448 50.432244539260864 37.44823694229126 92.742276191711426 32.098488807678223 45.131291747093201 33.435925841331482 43.696264028549194 100.71810305118561 101.05967044830322 41.411752700805664 36.062004566192627 42.505213022232056 43.891445398330688 45.228882431983948 1684.1681462526321
leaf_count=3245 76 26 40 18 13 13 36 38 22 28 34 24 20 25 15 38 52 29 25 20 23 24 896
internal_value=0 0.00024937 0.0003404 0.000613908 0.000865466 0.00119045 -0.000734364 -0.000727682 0.000703523 0.00101067 0.00180808 -3.05882e-05 0.00236395 0.000559464 0.00137015 0.0030893 -0.00152135 -0.00174583 -0.00118491 0.00178004 -0.000907507 0.000381189 -3.73693e-05
internal_weight=0 1245.91 1200.63 955.859 820.075 681.616 138.459 244.771 542.503 466.61 264.247 202.363 226.799 170.265 134.056 139.113 165.061 102.69 75.8923 92.9375 77.3274 90.3602 8314.09
internal_count=4780 639 613 483 407 329 78 130 278 235 121 114 93 90 59 51 92 65 43 42 48 44 4141
is_linear=0
shrinkage=0.05


Tree=340
num_leaves=24
num_cat=0
split_feature=129 78 58 107 99 95 121 87 59 5 83 107 127 17 51 83 142 73 11 27 103 135 68
split_gain=0.0353817 0.113984 0.217497 0.250634 0.227601 0.155307 0.154894 0.121916 0.430139 0.235234 0.155724 0.146598 0.195357 0.193222 0.171208 0.151084 0.203237 0.191593 0.203103 0.210018 0.217016 0.243291 0.180678
threshold=0.000490355829242617 0.010500331409275534 0.00096484774257987748 0.0027679565828293566 0.0022272822679951791 0.0021592099219560628 0.00087947337306104611 0.0072436286136507997 0.0044099434744566688 0.00043393640953581786 0.018276390619575981 0.00017767510871635753 0.00052132029668428015 0.0013986918493174019 0.045367386192083366 0.020658296532928947 0.00052132029668428015 0.0036604277556762104 0.0012357163941487672 0.0028552538715302949 0.00017767510871635753 0.00044738779251929378 0.033603202551603324
decision_type=2 2 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 -4 11 10 -10 -9 12 13 -1 15 -13 -17 18 19 20 21 22 -18
right_child=-2 2 4 -5 -6 -7 -8 8 9 -11 -12 14 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0023655733129038627 9.268005682664189e-05 -0.0021699846399846029 -0.0017422267556975624 0.0034315355770084739 -0.00023831860152786924 0.0012451919935429101 -0.0049924540699341005 -0.0010873847172736012 -0.0011828438657988708 -0.0062055328282337426 0.0018394701122693719 -0.0003377861158206259 -0.0016736435834439631 -0.00080579336653925019 0.0026381800000332533 0.0024294661152781134 -0.0030845941436307492 -0.0026520878024091188 0.00073535712120276079 0.0022059896117846366 0.00099096046485520894 -0.0050727583769746192 0.0006850793598416928
leaf_weight=209.4120329618454 4957.6040744781494 66.774260997772217 190.76554238796234 59.696713089942932 268.30805778503418 66.383898258209229 45.375268459320068 89.022737145423889 45.277677774429321 48.050142526626587 92.839866876602173 1986.2847530841827 53.253504633903503 62.322791814804077 59.599122405052185 108.64513456821442 59.9406898021698 57.265815734863281 791.66735649108887 48.997216820716858 70.201027989387512 54.639737010002136 67.672539949417114
leaf_count=80 2727 46 123 25 126 30 30 43 26 32 38 847 30 25 21 40 35 33 319 17 25 33 29
internal_value=0 -9.9833e-05 -0.000688682 0.000739483 -0.00123468 -0.000467402 -0.00236677 5.31347e-06 -0.00100933 -0.00376879 0.000406759 8.2236e-05 0.00109552 0.00163822 -1.74057e-05 -6.61746e-05 0.000362328 0.000167103 0.000314793 -0.000789687 -0.0013711 -0.00228093 -0.00108556
internal_weight=0 4602.4 697.304 192.855 504.449 133.158 236.141 3905.09 275.19 93.3278 181.863 3629.9 324.988 271.735 3304.91 3245.31 1259.03 1150.38 1093.12 301.451 252.454 182.253 127.613
internal_count=4780 2053 380 101 279 76 153 1673 139 58 81 1534 135 105 1399 1378 531 491 458 139 122 97 64
is_linear=0
shrinkage=0.05


Tree=341
num_leaves=24
num_cat=0
split_feature=20 92 106 20 46 35 17 150 52 40 131 19 75 40 107 71 8 0 113 131 10 33 129
split_gain=0.0352251 0.134135 0.171246 0.173599 0.167227 0.254068 0.25158 0.166965 0.133574 0.190431 0.193967 0.165991 0.146235 0.239769 0.171564 0.248416 0.16424 0.150068 0.385132 0.193963 0.181123 0.244035 0.232316
threshold=0.00062670491752214741 0.4073652476072312 0.0019071503775194289 0.0058306583669036635 0.00046126570669002836 0.025578102096915249 0.02636832278221846 0.0013560238294303419 0.010500331409275534 0.0011980500421486797 0.00082683752407319855 0.0046923852059990176 0.0032328735105693345 0.00099512818269431613 0.013032016810029747 0.004017772153019906 0.0015833032084628942 0.00087947337306104611 0.0051502294372767219 0.0037758676335215573 0.00899649551138282 0.0062037324532866487 0.0018488886416889729
decision_type=2 2 2 2 2 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 -2 12 -10 -11 -12 13 14 15 -4 -15 18 19 -18 21 22 -19
right_child=1 -3 8 -5 5 -7 -8 -9 9 10 11 -13 -14 16 -16 -17 17 20 -20 -21 -22 -23 -24
leaf_value=-8.6830295780381396e-05 0.0008635763765908102 -0.0024523709459466701 0.0018524082417447922 -0.00074918216669361219 8.0090413868787413e-05 0.004072144348963116 0.0027209354156456605 0.0045238034209604044 0.00075679019516249556 0.00033452891018444355 -0.0040499041011028874 -0.0012590535272745079 -0.00040674180145228037 0.0020901083353509482 0.00038321638948375907 -0.0023823995921481559 -0.0055932218305305634 0.0028733094459481891 0.0018123665970943223 -0.0008247649986291173 -0.00031652671548827174 -8.0041458461905038e-05 0.00039227474347334221
leaf_weight=5257.1345281600952 63.806614875793457 50.627425909042358 42.554008364677429 180.06604611873627 645.58285474777222 51.72088623046875 104.82800483703613 60.887764096260071 134.05643820762634 102.25072145462036 84.209737777709961 145.04870653152466 968.75466346740723 184.34229671955109 211.09103739261627 185.97250580787659 42.749189734458923 250.28703689575195 68.863590955734253 42.554008364677429 292.2843337059021 238.88444304466248 151.44311964511871
leaf_count=2572 32 30 22 115 359 21 45 20 59 47 61 79 581 75 95 88 30 87 24 22 140 104 72
internal_value=0 0.000106087 0.000136548 0.000671424 0.000947423 0.000682619 0.000449001 0.00265085 -5.16822e-05 -0.00083341 -0.00147646 -0.00228417 8.41296e-05 0.000362053 -0.000644514 -0.00159383 0.000710096 0.000476076 -0.000969059 -0.00321445 0.000714893 0.00118548 0.00193802
internal_weight=0 4302.87 4252.24 1106.89 926.826 802.132 750.411 124.694 3145.35 465.566 331.509 229.258 2679.78 1711.03 439.618 228.527 1271.41 1087.07 154.167 85.3032 932.899 640.615 401.73
internal_count=4780 2208 2178 592 477 425 404 52 1586 246 187 140 1340 759 205 110 554 479 76 52 403 263 159
is_linear=0
shrinkage=0.05


Tree=342
num_leaves=24
num_cat=0
split_feature=11 128 109 99 99 87 5 58 78 60 129 98 85 36 141 128 95 0 21 98 59 11 52
split_gain=0.0328546 0.147088 0.158847 0.199244 0.159688 0.124259 0.106576 0.0977999 0.137926 0.0975908 0.0990397 0.0874861 0.0852323 0.110334 0.0819721 0.144756 0.10074 0.0770483 0.0761924 0.108161 0.110495 0.0990783 0.20643
threshold=0.016668972559273246 0.00060774214216507982 0.0034400182776153092 0.0068083447404205808 0.0016846025246195497 0.00043393640953581786 0.0031340263085439806 0.0081988852471113222 0.0036604277556762104 0.025578102096915249 0.00244467705488205 0.0084566329605877417 0.0005375427135732026 0.00017767510871635753 0.00899649551138282 0.0035485138650983576 0.0072436286136507997 0.0066005610860884198 0.024810968898236755 0.0072436286136507997 0.0014427106943912806 0.0087224207818508166 0.0046923852059990176
decision_type=2 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 6 11 7 8 -4 10 12 -2 13 -3 15 16 -12 -10 21 20 -20 -1 -23
right_child=1 9 3 -5 -6 -7 -8 -9 17 -11 14 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24
leaf_value=-1.0678691514876445e-05 -0.0028747483295055998 0.001529968115999402 0.00070265263441354297 -0.0031697650058915994 0.0014973944594190273 -0.0045611814017189603 0.0011906950522806931 -0.0038205653115672093 -0.0035204277758561207 0.0021751622797515644 0.0004095507996354302 -0.00013370329093875669 -0.0017801798713032509 -0.0016721133070839054 0.0028148053921870485 -0.0017866175169672233 0.0032001375051707299 -0.00025191547102975997 -0.0017302189449453942 -0.00315502443048888 0.0012762104677390923 -0.00022829547133067742 0.0011751326552118448
leaf_weight=7199.5943707227707 51.964862942695618 66.286307573318481 80.998114943504333 53.20470929145813 132.57261514663696 40.074315667152405 59.501531720161438 30.663461089134216 46.810296177864075 63.757819533348083 135.73544263839722 66.188716888427734 99.917414784431458 45.277677774429321 39.879134297370911 58.798434138298035 42.456417679786682 29.326024055480957 62.566768527030945 43.891445398330688 59.745508432388306 498.70875775814056 552.07981586456299
leaf_count=3614 31 26 37 28 52 28 17 19 35 30 74 22 59 26 20 42 18 18 35 23 27 259 240
internal_value=0 -0.000251481 -0.00079946 -0.00030411 9.72525e-05 -0.00215526 -0.000653337 -0.0012376 -0.000733553 0.000335401 9.52065e-05 -0.00133924 -0.000719517 0.00023042 0.000717517 0.0003646 0.00107444 -0.00226147 3.41643e-05 -0.00102576 -0.000261677 5.55164e-05 0.00050906
internal_weight=0 1143.41 591.305 433.077 379.872 158.228 247.299 187.798 157.134 552.109 488.351 118.154 211.481 111.564 276.869 236.99 178.192 76.1363 8416.59 166.204 122.312 8250.38 1050.79
internal_count=4780 582 287 206 178 81 126 109 90 295 265 53 111 52 154 134 92 53 4198 85 62 4113 499
is_linear=0
shrinkage=0.05


Tree=343
num_leaves=24
num_cat=0
split_feature=7 28 4 24 142 78 137 94 0 128 121 12 89 12 8 68 52 95 73 77 47 38 25
split_gain=0.033527 0.128761 0.17849 0.179514 0.167308 0.146309 0.250306 0.145056 0.116812 0.136799 0.170001 0.148356 0.128435 0.153032 0.138436 0.134391 0.126226 0.122324 0.164539 0.139218 0.233393 0.227783 0.166862
threshold=0.00062670491752214741 0.001792412775103003 0.0019672545604407792 0.019431582652032379 0.0028552538715302949 0.0031340263085439806 0.00040826165059115743 0.0054799309000372895 0.055838862434029586 0.0098710241727530974 0.00099512818269431613 0.010180860292166473 0.0035485138650983576 0.0062037324532866487 0.017724351026117805 0.0068083447404205808 0.00047558375808876013 0.020658296532928947 0.00060774214216507982 0.0063990866765379914 0.0098710241727530974 0.0005375427135732026 0.0012745757703669371
decision_type=2 2 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 7 -7 -4 9 11 -11 12 13 14 17 -16 -10 19 -19 22 21 -21 -1
right_child=-2 2 5 -5 -6 6 -8 -9 16 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24
leaf_value=0.00023874785506755366 9.3682772980574353e-05 -0.0011354082789225945 0.00070988411878571698 0.0013558107770507664 -0.0036665148040213747 0.00324275080971205 -0.0013407856380089672 -0.0029409206907566169 0.00048913685224887362 -0.00057059358040099375 -0.0043897917855274171 0.0025840658297473311 -0.0023063357085725935 -0.0027367131551609422 0.0021358833581182693 -0.00052562295430527478 -0.0032113242110259339 -0.0017866656146906411 0.00086872584068892764 -0.0015267512019000837 0.0035221140623209728 0.0021505420586665856 -0.00070985102719058535
leaf_weight=2413.2021993398666 4777.5668609142303 192.95246303081512 55.684401988983154 46.419933438301086 98.677568435668945 75.501980781555176 49.192398190498352 53.20470929145813 38.541697263717651 185.17181754112244 34.578181505203247 59.696713089942932 55.928378701210022 46.712705492973328 158.83340239524841 67.623744606971741 57.314611077308655 186.16768717765808 84.961630702018738 87.83168613910675 79.514291882514954 80.900524258613586 573.82037580013275
leaf_count=962 2667 105 22 19 62 27 25 28 19 109 18 25 32 31 52 27 35 96 38 48 30 33 270
internal_value=0 -9.35874e-05 -0.000797731 -0.00153216 -0.00199185 0.000265157 0.00143453 -0.00107395 2.00293e-06 4.21968e-05 -0.00117155 0.000110671 7.21748e-05 0.000107371 0.000142962 0.00134111 -0.00172345 6.55801e-05 -0.000954567 0.000151073 0.0012888 0.000236368 5.65178e-05
internal_weight=0 4782.43 571.633 338.05 291.63 233.583 124.694 108.889 4210.8 4114.94 219.75 3895.19 3835.5 3779.57 3732.86 226.457 95.8563 3506.4 271.129 3235.27 248.247 168.732 2987.02
internal_count=4780 2113 288 186 167 102 52 50 1825 1771 127 1644 1619 1587 1556 79 54 1477 134 1343 111 81 1232
is_linear=0
shrinkage=0.05


Tree=344
num_leaves=24
num_cat=0
split_feature=133 84 44 94 40 37 149 0 54 94 18 93 141 0 47 1 0 24 4 124 28 131 125
split_gain=0.0349504 0.183309 0.111784 0.26369 0.248435 0.157178 0.131675 0.124099 0.273129 0.151523 0.185463 0.177596 0.180284 0.192755 0.142643 0.146913 0.290612 0.135058 0.121611 0.118915 0.225659 0.126825 0.106167
threshold=0.010829726699739696 0.0032328735105693345 0.00073092587990686308 0.0048403022810816774 0.0031340263085439806 0.0016331639490090313 0.0013986918493174019 0.00068727668258361529 0.0012745757703669371 0.00043393640953581786 0.001792412775103003 0.013032016810029747 0.00899649551138282 0.0026833302108570938 0.0014427106943912806 0.0044099434744566688 0.0038949446752667431 0.0026012937305495147 0.00046126570669002836 0.0026012937305495147 0.00039601318712811922 0.001792412775103003 0.0022975050378590827
decision_type=2 2 2 2 2 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 -2 8 -4 22 11 14 13 -13 -11 17 -17 -16 -19 20 -12 -21 -9
right_child=1 -3 7 -5 5 -7 -8 9 -10 10 19 12 -14 -15 15 16 -18 18 -20 21 -22 -23 -24
leaf_value=-5.0064489383404271e-05 0.0020671825181494087 0.0022617194356118388 0.00088953258492174652 -0.00095865174262558498 -0.0011499482035310534 0.0020158493481242427 0.0056182766885195983 -0.0040029167932989166 -0.0041185219056521201 0.0013105565137408125 -0.0052681622509688766 0.0045952873852020673 -0.00071286789155146661 0.0010263819069921832 0.00087363184846630582 -0.0023292825798677643 0.001908981440547929 -0.0035096386826440149 -0.00086840848834933686 0.0018364324459534858 -0.00087529990807592355 -0.00099861348366882892 -0.00022907368113946186
leaf_weight=7502.5294053554535 59.891894459724426 100.81569373607635 51.818476915359497 136.92649364471436 75.989934206008911 80.998114943504333 46.273547410964966 38.736878633499146 57.363406419754028 196.52561604976654 34.773362874984741 70.103437304496765 53.155913949012756 82.189165949821472 88.973941802978516 54.542146325111389 156.50009572505951 53.35109531879425 237.98616409301758 69.009976983070374 183.54160845279694 92.087973952293396 35.915618538856506
leaf_count=3760 33 42 25 69 47 37 13 27 37 90 26 21 26 32 41 29 64 34 121 30 96 61 19
internal_value=0 0.000182559 7.54315e-05 0.000820875 0.00174682 0.000483448 0.00361497 -0.000116167 -0.00174166 6.4502e-06 0.000125751 0.000484933 0.00179417 0.00266922 0.000143535 -0.000244304 0.000813637 -0.000831377 -0.00135208 -0.000814611 -0.001575 0.000215843 -0.00218731
internal_weight=0 2057.47 1956.65 400.08 263.153 156.988 106.165 1556.57 109.182 1447.39 1372.74 993.328 205.449 152.293 787.879 591.353 211.042 380.311 291.337 379.413 218.315 161.098 74.6525
internal_count=4780 1020 978 199 130 84 46 779 62 717 671 458 79 53 379 289 93 196 155 213 122 91 46
is_linear=0
shrinkage=0.05


Tree=345
num_leaves=24
num_cat=0
split_feature=127 92 81 19 3 141 95 58 137 53 50 29 81 127 8 72 23 95 101 148 116 33 31
split_gain=0.0325837 0.195722 0.0832722 0.0929328 0.0857461 0.0475251 0.137683 0.172559 0.154789 0.135081 0.118571 0.128708 0.144767 0.118284 0.135089 0.100691 0.0988785 0.126457 0.105386 0.0861284 0.110051 0.0847147 0.074952
threshold=0.062805486842989935 0.00017767510871635753 0.0025217677466571335 0.004017772153019906 0.00038414125447161501 0.010829726699739696 0.00066645268816500913 0.0013560238294303419 0.00070876078098081063 0.015675474889576439 0.00244467705488205 0.0027679565828293566 0.0027679565828293566 0.0025217677466571335 0.0035485138650983576 0.001792412775103003 0.02636832278221846 0.0021592099219560628 0.0030382014811038975 0.0020292587578296666 0.0030382014811038975 0.0053125319536775359 0.00082683752407319855
decision_type=2 2 2 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 -3 -1 8 15 13 19 -9 -12 -13 14 -7 -8 17 22 21 -10 -21 -19 -14
right_child=1 2 3 -5 -6 6 7 10 9 -11 11 12 16 -15 -16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=2.7123881294369954e-05 0.0034991342274521484 -0.00018185713188123966 -0.0022645349631989112 0.00051166656033838542 0.0028458369097080511 0.00014915030325038993 0.0031867782075565895 -0.0016561849930686182 0.00039204293949399453 0.0021905202316721698 0.0017782322573540081 -0.0029741428142745574 0.0028986976782394347 -0.0048750830191844081 -0.003902493021076538 0.00052588962552990249 -0.0019658889551592393 -0.0031361368135632037 0.00075167926735914871 -0.003395714155671923 -0.00064804229821303092 0.0001292278241500303 0.00029237052825931451
leaf_weight=8133.2252341508865 46.322342753410339 59.696713089942932 63.953000903129578 57.021839022636414 38.444106578826904 50.481039881706238 60.985354781150818 124.13766741752625 90.360174179077148 42.456417679786682 90.262583494186401 45.326473116874695 60.887764096260071 37.399441599845886 34.724567532539368 85.254402756690979 51.916067600250244 46.761500835418701 87.441323399543762 53.448686003684998 114.53163146972656 34.529386162757874 50.432244539260864
leaf_count=4047 15 25 38 23 15 24 24 83 44 18 40 28 20 26 24 50 29 33 32 38 66 16 22
internal_value=0 0.000546229 -7.8033e-05 -0.000955964 0.00100416 -1.55994e-05 -0.000314805 9.75765e-05 -0.00103353 -0.00042318 -0.000282538 8.21693e-05 -0.00032359 -0.00253096 -0.00150205 0.00163554 3.83122e-05 0.000409851 -0.000453147 -0.000852722 -0.00152231 -0.00174913 0.00171793
internal_weight=0 265.438 219.116 120.975 98.1408 9294.56 1161.34 737.935 423.402 300.797 591.695 467.557 377.295 122.605 85.2056 146.24 331.968 280.052 168.732 258.34 167.98 81.2909 111.32
internal_count=4780 116 101 61 40 4664 617 377 240 166 303 220 180 74 48 74 152 123 81 148 104 49 42
is_linear=0
shrinkage=0.05


Tree=346
num_leaves=24
num_cat=0
split_feature=129 94 78 115 114 117 142 144 47 86 14 8 23 99 118 35 101 141 30 9 11 71 84
split_gain=0.0345271 0.0819606 0.0454908 0.24648 0.175873 0.282338 0.24564 0.171266 0.172205 0.167791 0.147205 0.131866 0.122762 0.109515 0.0983376 0.0855746 0.175598 0.170488 0.115223 0.205834 0.156747 0.108089 0.110373
threshold=0.059226244688034065 0.0048403022810816774 0.029773407615721229 0.00017767510871635753 0.00082683752407319855 0.0095705352723598498 0.0020932231564074759 0.00060774214216507982 0.0066005610860884198 0.00017767510871635753 0.0022272822679951791 0.0035485138650983576 0.0031340263085439806 0.0011615398107096555 0.00042089859198313212 0.011169348377734424 0.0060143163427710542 0.0066005610860884198 0.007706565549597145 0.0035485138650983576 0.0019071503775194289 0.037906534969806678 0.00017767510871635753
decision_type=2 2 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 15 -4 5 6 -5 -6 10 -8 -9 -10 -12 -14 -7 -1 17 18 19 20 -17 22 -19
right_child=1 -3 3 4 7 14 9 8 11 -11 12 -13 13 -15 -16 16 -18 21 -20 -21 -22 -23 -24
leaf_value=3.1206572745288973e-05 -0.00011911989422375887 -0.0024057397392258637 -0.0026946540225509514 -9.1355339727320774e-05 -0.0019668296922779097 0.0008924259322524962 0.0056193522155757788 -0.0010763462066224051 0.0034471539232484396 0.0016256825223587045 -0.00043671047094082468 7.1887355691409904e-05 0.0035745601395251198 0.00069860391512030181 -0.0025002587022688195 -0.0010011578477969409 -0.0027706823971803615 0.0027577882207981139 0.00046116815786726849 0.002179228042724145 -0.0034369759488523618 -0.0017786419546825538 0.00041067412427470411
leaf_weight=7508.6421394348145 188.33464503288269 49.485170245170593 62.615563869476318 47.854961156845093 85.449584126472473 47.757370471954346 72.827106714248657 189.7696727514267 72.973492741584778 41.167775988578796 118.88550996780396 47.95255184173584 51.769681572914124 91.795201897621155 38.639287948608398 232.92918801307678 77.32737123966217 71.684851050376892 128.05238783359528 38.395311236381531 92.185564637184143 37.253055572509766 166.25251770019531
leaf_count=3580 131 37 37 24 58 20 25 136 31 19 83 28 23 49 23 129 48 32 82 13 65 20 87
internal_value=0 -0.000594916 1.5177e-05 0.000339384 0.000548878 0.00168303 0.00291502 0.000121378 0.000432706 0.00417709 -1.54661e-05 0.00210871 0.000751623 0.00173568 -0.000624889 -2.24521e-05 -0.00049978 -0.000270759 -0.000828608 -0.00128295 -0.00169183 0.000725706 0.0011178
internal_weight=0 237.82 9322.18 969.458 906.842 248.247 161.85 658.596 573.146 113.995 452.22 120.926 262.45 143.565 86.3967 8352.72 844.08 766.753 491.562 363.51 325.115 275.19 237.937
internal_count=4780 168 4612 556 519 111 68 408 350 44 291 59 155 72 43 4056 476 428 289 207 194 139 119
is_linear=0
shrinkage=0.05


Tree=347
num_leaves=24
num_cat=0
split_feature=92 101 140 146 15 136 103 39 107 117 33 79 68 19 17 50 34 79 121 100 140 40 47
split_gain=0.0340278 0.118489 0.147756 0.211014 0.181662 0.124484 0.2035 0.209909 0.136728 0.173379 0.136908 0.134993 0.12138 0.206763 0.133458 0.118847 0.116157 0.103916 0.100419 0.150067 0.142712 0.147349 0.188992
threshold=0.002945306478068233 0.0042751494329422721 0.00017767510871635753 0.00055427959887310873 0.060991313308477409 0.00017767510871635753 0.00042089859198313212 0.0021592099219560628 0.0031340263085439806 0.0095705352723598498 0.00066645268816500913 0.0022975050378590827 0.0079489401541650313 0.0026012937305495147 0.00077738583786413084 0.0063990866765379914 0.0018488886416889729 0.0016846025246195497 0.0063990866765379914 0.024810968898236755 0.00899649551138282 0.0041444667149335155 0.0014427106943912806
decision_type=2 2 2 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 10 -5 -10 16 -14 -15 -9 -7 -11 19 20 -2 22 -22
right_child=18 2 3 4 -6 12 7 15 11 17 -12 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=4.4024318984558417e-05 0.00030155220398318192 0.001973069146568497 -0.0031646905264685644 -0.00088351180948041468 0.0025608174927791083 -0.0016494173179884804 -0.0054430897977116813 0.00085658994234509621 0.0016299478152401355 0.0016795831914170308 -0.0042998390308454188 -0.0016262669165095307 -0.0032080771889707034 0.001881590646202977 -0.0017692011936983479 -0.0025814888535636918 0.00089201597688518236 -0.0015470759487046896 0.00066260208135515957 -0.0029472288112164756 -0.0038199351696158799 0.00010694846079297106 -0.00066957394987125871
leaf_weight=4216.3711857795715 2026.1816269159317 56.97304368019104 76.985803842544556 58.505662083625793 47.708575129508972 53.155913949012756 46.615114808082581 37.253055572509766 107.16131150722504 55.586811304092407 58.798434138298035 45.277677774429321 70.44500470161438 58.261685371398926 43.891445398330688 77.278575897216797 291.60119891166687 45.277677774429321 682.1927011013031 42.70039439201355 52.062453627586365 753.5448545217514 556.16975486278534
leaf_count=2161 1083 21 34 30 18 26 27 20 33 18 42 26 35 20 23 46 112 26 245 28 35 371 300
internal_value=0 -8.19681e-05 -0.00051359 -0.000634286 -0.000456676 -0.000593898 -0.00113112 -0.00261447 -0.000486136 -0.00128891 -0.00259594 0.000662782 -4.17209e-05 -0.00112412 0.00031298 -0.0014632 0.000500168 0.000231148 0.00010856 -1.61188e-06 3.55134e-05 -0.000360324 -0.000939233
internal_weight=0 5447.15 1230.78 1173.8 1096.82 1049.11 531.754 161.147 370.608 218.169 117.304 152.439 517.355 172.598 102.153 114.532 344.757 100.864 4112.85 3430.66 3387.96 1361.78 608.232
internal_count=4780 2718 557 536 502 484 268 93 175 116 72 59 216 78 43 66 138 44 2062 1817 1789 706 335
is_linear=0
shrinkage=0.05


Tree=348
num_leaves=24
num_cat=0
split_feature=133 84 19 94 78 57 24 39 127 10 23 116 93 68 66 147 69 146 116 68 140 117 95
split_gain=0.0321601 0.163907 0.147561 0.176351 0.150675 0.213745 0.196659 0.182803 0.195087 0.177791 0.175822 0.138121 0.135578 0.247712 0.126125 0.12497 0.174919 0.154543 0.135914 0.153213 0.12197 0.120688 0.111404
threshold=0.010829726699739696 0.0032328735105693345 0.0054799309000372895 0.00043393640953581786 0.0092791137285530585 0.00017767510871635753 0.0026012937305495147 0.00077738583786413084 0.0021592099219560628 0.0016846025246195497 0.0056525857653468856 0.024810968898236755 0.013032016810029747 0.0035485138650983576 0.00075379351619631063 0.0010585968848317864 0.019431582652032379 0.0079489401541650313 0.0012357163941487672 0.0017376682371832433 0.0068083447404205808 0.027182282879948619 0.0014881226234138014
decision_type=2 2 2 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 -2 -8 -9 15 13 22 -15 16 17 -5 -19 -20 -3 -17 -11
right_child=1 20 3 11 -6 -7 9 10 -10 12 -12 -13 -14 14 -16 21 -18 18 19 -21 -22 -23 -24
leaf_value=-4.8024450295565863e-05 -0.00095828428293964036 0.00062005547030571722 -0.0030851542406642291 -0.0047954995687143316 -0.0004149220803980094 -0.002313221272367575 -0.0014227603928282969 0.005719186840700349 0.0033100766487658751 0.0032165676435443424 0.0020599996352756028 0.0017964454741459261 0.0026541762733003548 -0.0022281406629397894 0.0011357563744685496 -0.00034040272031906775 0.001431789924443992 0.0011540190595378044 -0.0049627624867239518 -0.00096434941044835638 0.0041295617343166295 0.0016749335648815287 6.528088470461069e-05
leaf_weight=7502.5294053554535 69.107567667961121 57.119429707527161 57.363406419754028 39.976724982261658 332.99298882484436 49.338784217834473 98.336001038551331 51.623295545578003 43.696264028549194 74.21333909034729 90.164992809295654 77.132189869880676 90.067402124404907 86.445453763008118 41.118980646133423 421.82054460048676 45.082496404647827 41.118980646133423 34.773362874984741 77.034599184989929 43.696264028549194 90.164992809295654 45.082496404647827
leaf_count=3760 34 27 37 24 194 31 48 17 15 28 36 40 32 45 17 229 18 17 26 36 15 36 18
internal_value=0 0.00017512 7.38205e-05 -0.000404252 0.000468191 0.000866017 0.0010934 0.00219723 0.00069513 0.000447751 0.00339226 -0.000218319 0.000993681 0.000387846 -0.00114383 -0.000425531 -0.00137221 -0.00202752 -0.00130394 -0.00220789 0.00214117 1.45151e-05 0.00202568
internal_weight=0 2057.47 1956.65 884.467 1072.19 739.195 689.856 254.592 112.804 435.264 141.788 827.104 336.928 246.86 127.564 749.972 237.986 192.904 152.927 111.808 100.816 511.986 119.296
internal_count=4780 1020 978 463 515 321 290 102 49 188 53 426 140 108 62 386 121 103 79 62 42 265 46
is_linear=0
shrinkage=0.05


Tree=349
num_leaves=24
num_cat=0
split_feature=125 145 21 149 121 43 27 19 148 0 95 8 19 79 141 52 121 98 59 78 95 25 39
split_gain=0.0343147 0.100707 0.112955 0.128458 0.126161 0.141904 0.106151 0.0852205 0.0863604 0.0808537 0.0642123 0.0559758 0.0982741 0.10532 0.0593394 0.110305 0.10528 0.120368 0.238222 0.341735 0.304772 0.306631 0.21737
threshold=0.027182282879948619 0.00017767510871635753 0.00087947337306104611 0.0084566329605877417 0.00039601318712811922 0.00017767510871635753 0.015675474889576439 0.0084566329605877417 0.00087947337306104611 0.011519505176693203 0.0021592099219560628 0.033603202551603324 0.0054799309000372895 0.0033348383149132137 0.0005893622583243997 0.028884131461381916 0.04273676127195359 0.010180860292166473 0.0030382014811038975 0.0068083447404205808 0.0058306583669036635 0.00042089859198313212 0.00064626874518580746
decision_type=2 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 9 5 6 7 8 -3 10 -4 14 -13 -14 15 -1 17 -16 19 20 22 -22 -19
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 16 -17 -18 18 -20 -21 21 -23 -24
leaf_value=0.00014979049465231749 -0.001215799415837769 0.00082585306784344536 -0.0011120523599382824 0.0024732490391091502 0.0027522104751208356 0.0031301547368507384 0.0022189733641400171 0.0016032520289409964 -0.0020077495645829716 -0.0025469755696150174 0.0012237916818014756 -0.00064528718141925552 0.0030336802915350083 1.057348456832792e-06 -3.3452921716414853e-05 0.0025551240491715559 0.00057960862101352761 0.00041915523946309328 1.2231687009221151e-05 -0.0042092255054530514 -0.00082138503374113098 -0.0067935001053771107 -0.0014808881647896024
leaf_weight=1690.9928476810455 88.124458193778992 38.444106578826904 73.315060138702393 34.431795477867126 91.404839158058167 44.98490571975708 43.793854713439941 35.818027853965759 89.461895227432251 50.822607278823853 49.143602848052979 70.347414016723633 66.139921545982361 50.481039881706238 4751.5500503778458 49.046012163162231 514.6515417098999 342.98051774501801 946.78121984004974 82.57952868938446 46.419933438301086 40.025520324707031 268.25926244258881
leaf_count=799 60 15 45 12 33 14 19 15 61 38 23 31 20 24 2677 19 159 119 380 48 19 26 124
internal_value=0 0.000353725 0.000604466 -0.000316177 0.00116051 0.000584328 3.24542e-05 -0.000552409 -0.00115607 -0.000870449 -0.00017466 -2.53686e-05 0.000830656 0.00172097 -4.36949e-05 0.000217589 -0.000108707 -0.000163386 -0.000520865 -0.00116773 -0.000807731 -0.00358656 -0.000414731
internal_weight=0 639.745 551.621 207.713 343.908 252.503 207.518 163.724 127.906 173.281 122.459 8920.25 186.968 116.621 8733.29 1740.04 6993.25 6478.6 1727.05 780.265 697.685 86.4455 611.24
internal_count=4780 335 275 118 157 124 110 91 76 106 68 4445 75 44 4370 818 3552 3393 716 336 288 45 243
is_linear=0
shrinkage=0.05


Tree=350
num_leaves=24
num_cat=0
split_feature=20 107 49 112 10 34 17 141 145 29 125 70 25 61 35 38 104 145 5 70 131 117 144
split_gain=0.032188 0.137557 0.154708 0.153216 0.194442 0.226698 0.138619 0.152812 0.133651 0.127883 0.210548 0.361912 0.246509 0.24712 0.163553 0.174635 0.206532 0.234533 0.178627 0.161806 0.274618 0.158462 0.178982
threshold=0.00062670491752214741 0.0019071503775194289 0.0019672545604407792 0.00244467705488205 0.00068727668258361529 0.0021592099219560628 0.00040826165059115743 0.0038949446752667431 0.0020932231564074759 0.0053125319536775359 0.0036604277556762104 0.0016331639490090313 0.00090704852482303988 0.0084566329605877417 0.016164712607860569 0.00037263428384903824 0.00093549740267917525 0.0062037324532866487 0.0037758676335215573 0.00082683752407319855 0.000490355829242617 0.00093549740267917525 0.00017767510871635753
decision_type=2 2 2 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 7 -7 -6 10 12 19 21 -14 15 16 -11 -18 -19 20 -12 -3 -23
right_child=-2 2 -4 4 5 6 -8 -9 -10 14 11 -13 13 -15 -16 -17 17 18 -20 -21 -22 22 -24
leaf_value=-0.0004002849586776364 0.00010141068985360307 -0.0009669230419611718 -0.0023618434630342309 -0.0035443434794313641 0.0025476327544313873 -0.0037183256460600854 -0.00010445823929111102 -0.00071692269578060028 -4.9503635510850274e-05 -0.0037457492510481905 0.0039727554251891293 -0.00059737017400200666 -0.0023602468225848465 0.0015594019712066708 -0.0028524005363675178 0.00073001276558408348 0.000417877660947932 -0.00081999535760760684 -0.0043784304813139956 0.0055365287219807215 -0.00047589091781926972 0.0021364883153899852 -7.8664269535364139e-05
leaf_weight=2070.6098210811615 4302.865434885025 91.551225185394287 61.42451286315918 49.289988875389099 87.490118741989136 76.087524890899658 197.8630530834198 95.807512998580933 114.19006407260895 42.554008364677429 91.356043815612793 96.998564004898071 136.12580537796021 57.070634365081787 46.712705492973328 694.76638317108154 520.07891774177551 179.48050200939178 43.891445398330688 51.623295545578003 55.928378701210022 253.95778059959412 142.27624177932739
leaf_count=1128 2208 39 42 29 34 51 91 52 52 22 31 47 90 25 31 276 220 91 23 17 32 76 73
internal_value=0 -8.30027e-05 0.000123168 0.000172011 -0.000531205 -0.000271304 -0.0010068 -0.00204546 0.00107715 0.000346309 0.000793087 0.00190665 0.000309213 -0.00120237 6.0576e-05 0.000152469 -0.000358034 -0.000164126 -0.00151921 0.00312775 0.00228347 0.000907905 0.00134109
internal_weight=0 5257.13 3186.52 3125.1 620.728 571.438 369.758 171.895 201.68 2504.37 976.888 295.906 680.982 193.196 1527.48 1480.77 786.005 743.451 223.372 198.908 147.284 487.785 396.234
internal_count=4780 2572 1444 1402 309 280 194 103 86 1093 430 127 303 115 663 632 356 334 114 80 63 188 149
is_linear=0
shrinkage=0.05


Tree=351
num_leaves=24
num_cat=0
split_feature=42 69 59 12 25 12 20 5 101 46 102 108 98 50 4 137 41 68 107 77 44 11 143
split_gain=0.0329393 0.116815 0.176655 0.190426 0.142625 0.142405 0.14084 0.139788 0.149668 0.124239 0.207368 0.14881 0.184975 0.190743 0.170261 0.136594 0.148973 0.250014 0.183143 0.206667 0.16186 0.19187 0.152236
threshold=0.004017772153019906 0.0045489775948226461 0.0084566329605877417 0.00017767510871635753 0.00042089859198313212 0.00062670491752214741 0.00017767510871635753 0.00075379351619631063 0.00085274505545385193 0.015200819820165636 0.00082683752407319855 0.0038949446752667431 0.034632634371519096 0.021960759535431865 0.0023699469165876512 0.0014881226234138014 0.00017767510871635753 0.011169348377734424 0.0027679565828293566 0.0026833302108570938 0.019431582652032379 0.00747153488919139 0.010180860292166473
decision_type=2 2 2 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 -4 -5 7 8 -3 11 -11 14 15 -14 -2 16 17 20 -19 -20 21 22 -13
right_child=1 6 3 5 -6 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24
leaf_value=7.697911846934292e-05 -0.00034871386351625948 0.00029604763018867969 -0.0015120414475172344 -0.0046858007263167901 0.0014209165619079992 -0.0014855397871477104 -1.4615249784914194e-06 -0.00027874639283987621 0.0033352107267069228 -0.00305739704819465 -0.00024616587345724399 -0.0023622765919251287 -0.00015860932065490078 0.0030915829134499744 -0.0033301611326196825 -0.0013450175254286663 0.0026649335889174222 0.003435904784966708 7.292427275048456e-05 0.0025049632934971647 0.001354775808647536 0.00086107184138810777 0.0010348435368555348
leaf_weight=5663.715386390686 603.29278588294983 65.095256567001343 71.782441735267639 40.123111009597778 98.092024326324463 260.11708676815033 695.98626673221588 86.20147705078125 107.25890219211578 89.266713857650757 247.39701867103577 231.98211371898651 75.453185439109802 112.36467361450195 52.013658285140991 144.00404155254364 62.371587157249451 58.408071398735046 493.96451652050018 106.11664652824402 72.924697399139404 83.624193668365479 38.444106578826904
leaf_count=2876 294 31 36 30 38 167 326 35 37 53 130 144 25 31 33 90 27 26 226 44 29 37 15
internal_value=0 -0.000111898 -0.00026785 -0.00115627 0.000181561 -0.00191321 0.000368718 0.00136518 0.00218737 -9.88676e-05 -0.000991567 4.19026e-05 0.000319703 0.00178586 -0.00058536 0.000106541 0.000288649 0.000152106 0.000763148 0.000502999 -0.000790255 -0.00123207 -0.00187934
internal_weight=0 3896.28 2941.74 470.115 169.874 300.24 954.542 258.556 172.354 2471.63 336.664 2134.96 1479.66 187.818 655.306 1291.84 1147.84 1085.46 658.489 600.081 426.975 354.05 270.426
internal_count=4780 1904 1475 271 74 197 429 103 68 1204 183 1021 694 56 327 638 548 521 296 270 225 196 159
is_linear=0
shrinkage=0.05


Tree=352
num_leaves=24
num_cat=0
split_feature=92 101 83 23 24 131 109 29 107 59 115 110 79 8 103 87 99 33 108 102 144 102 22
split_gain=0.0323334 0.112399 0.20889 0.184959 0.155627 0.187925 0.188104 0.174244 0.16778 0.190725 0.141822 0.139675 0.134823 0.133269 0.216837 0.1311 0.126304 0.142124 0.122028 0.110506 0.235612 0.166617 0.229207
threshold=0.002945306478068233 0.0042751494329422721 0.11759182065725328 0.00044076706399209803 0.002945306478068233 0.011880517937242987 0.014740333426743748 0.034632634371519096 0.0035485138650983576 0.0030382014811038975 0.0011980500421486797 0.002945306478068233 0.0049928687512874612 0.00087947337306104611 0.0012357163941487672 0.00070876078098081063 0.0022272822679951791 0.0015349716995842757 0.0019672545604407792 0.0012357163941487672 0.0013146653072908523 0.0022272822679951791 0.00057154725072905432
decision_type=2 2 2 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 13 9 18 -11 -10 -12 -5 16 -16 -15 -18 -6 -2 21 22 -21
right_child=19 2 -4 4 8 -7 -8 -9 11 10 12 -13 -14 14 15 -17 17 -19 -20 20 -22 -23 -24
leaf_value=4.2810769490445448e-05 0.0003760488853734624 0.0025192199307120921 0.0028421736906119074 -0.0036415326737523667 -0.00089448647844413197 0.00090146159813658919 -0.0043543626088376015 0.0016585135969578895 0.0014374865355635345 0.0013670228634808722 -0.0031103455531299876 -0.00090351840135803694 0.00083171458132427669 0.00043489202202280164 -0.0015785557302876682 -0.0057758078230742901 -1.7191050848814161e-06 -0.0037031708447053981 -0.0044271665589771863 -0.0010125577495390121 0.00035406256126143824 -0.00031233178550455821 -0.0046072712385035351
leaf_weight=4216.3711857795715 1970.6059086322784 44.936110377311707 45.033701062202454 70.44500470161438 45.082496404647827 81.046910285949707 58.652048110961914 43.647468686103821 195.94007194042206 87.441323399543762 52.013658285140991 94.4212806224823 37.204260230064392 143.27211141586304 38.541697263717651 35.96441388130188 51.769681572914124 51.964862942695618 53.399890661239624 211.28621876239777 1128.8767075538635 745.95939040184021 56.123560070991516
leaf_count=2161 904 12 16 35 18 39 36 13 66 32 33 49 18 60 19 21 23 31 36 103 632 383 40
internal_value=0 -7.99013e-05 -0.000500286 -0.00062723 -0.000751168 -0.00133016 -0.0016961 -0.00133818 -0.000162137 -0.00104687 -6.3981e-05 0.000676226 -0.00146649 -0.00167188 -0.00124032 -0.00360459 -0.000527176 -0.00185593 -0.00281 0.000105823 -0.000142752 -0.000696195 -0.00176701
internal_weight=0 5447.15 1230.78 1185.74 1140.81 575.304 494.257 435.605 565.503 275.142 176.659 290.361 89.2179 391.958 321.513 74.5061 247.007 103.735 98.4824 4112.85 2142.25 1013.37 267.41
internal_count=4780 2718 557 541 529 277 238 202 252 137 83 115 51 189 154 40 114 54 54 2062 1158 526 143
is_linear=0
shrinkage=0.05


Tree=353
num_leaves=24
num_cat=0
split_feature=115 51 98 78 123 69 39 95 108 51 10 149 60 65 102 0 31 54 146 93 34 81 96
split_gain=0.0331139 0.115322 0.223245 0.212424 0.136187 0.145027 0.167065 0.145072 0.255781 0.203039 0.309439 0.393663 0.580607 0.197097 0.220003 0.183331 0.238273 0.155905 0.15182 0.142521 0.135724 0.242722 0.131034
threshold=0.00017767510871635753 0.0092791137285530585 0.010180860292166473 0.023343417793512348 0.0017376682371832433 0.00899649551138282 0.00244467705488205 0.0014881226234138014 0.00093549740267917525 0.00096484774257987748 0.00017767510871635753 0.0048403022810816774 0.00055427959887310873 0.00043393640953581786 0.0025217677466571335 0.00017767510871635753 0.00039601318712811922 0.004017772153019906 0.0028552538715302949 0.0014881226234138014 0.010180860292166473 0.0031340263085439806 0.0010918468469753864
decision_type=2 2 2 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 9 -9 10 19 12 13 14 -12 -11 20 18 -13 -1 21 -17 -10
right_child=-2 2 -4 -5 -6 6 -8 8 22 15 11 17 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0030321582308835658 5.2241692875105574e-05 -0.00017582573445998003 -0.0036427731330857722 -0.0029835340452911258 0.0022432457896891678 0.0025961613700624638 -0.00034295770967256639 -0.004149455872523143 0.00061579582214563568 -0.0019833151796732769 -0.0038903334565315046 0.0018309336283292594 -0.0083656822136007267 0.0014461479717667852 0.0002634464390384122 0.0023514444065664271 -0.0011742334711032593 -0.0014640851884889798 -0.00095341288512428143 -5.958718476029641e-06 0.0032104084620119865 -0.0017244189908740147 -0.00099393386900791772
leaf_weight=82.140370607376099 7269.0324127674103 147.47960388660431 67.770130634307861 59.989485144615173 67.526153922080994 105.82387447357178 89.022737145423889 51.916067600250244 184.39109206199646 45.131291747093201 86.787021160125732 149.37375247478485 36.062004566192627 45.082496404647827 50.383449196815491 116.52337074279785 72.973492741584778 99.380666017532349 72.827106714248657 72.827106714248657 132.23104774951935 53.20470929145813 402.12051928043365
leaf_count=30 3823 71 33 37 23 32 43 29 77 20 59 41 25 18 20 40 31 37 25 25 38 28 175
internal_value=0 -0.000165758 -0.00126737 -5.15218e-05 3.5737e-05 -4.0777e-05 0.00125332 -0.000184587 -0.000785613 0.000159572 -0.000365048 -0.00093034 -0.00256897 -0.00142199 -0.00236463 0.00102739 0.00138979 0.000182092 0.000918354 0.00160439 0.00200943 0.00107378 -0.000487857
internal_weight=0 2290.97 215.25 2075.72 2015.73 1948.2 194.847 1753.36 638.428 1114.93 694.864 539.896 218.315 182.253 137.17 420.064 374.933 321.582 222.201 154.967 301.959 169.728 586.512
internal_count=4780 957 104 853 816 793 75 718 281 437 280 225 122 97 79 157 137 103 66 55 106 68 252
is_linear=0
shrinkage=0.05


Tree=354
num_leaves=24
num_cat=0
split_feature=143 17 4 51 70 59 72 63 50 98 37 115 118 56 96 104 143 44 8 14 5 81 71
split_gain=0.0320127 0.091139 0.0792781 0.0741146 0.0709243 0.0450595 0.117012 0.13633 0.113111 0.250911 0.116579 0.19757 0.277927 0.113597 0.109899 0.14656 0.103111 0.124868 0.101088 0.0924985 0.122527 0.129506 0.120104
threshold=0.055838862434029586 0.000490355829242617 0.0021592099219560628 0.00096484774257987748 0.00039601318712811922 0.011169348377734424 0.00064626874518580746 0.00017767510871635753 0.018276390619575981 0.0084566329605877417 0.0012745757703669371 0.00068727668258361529 0.00037263428384903824 0.00042089859198313212 0.0023699469165876512 0.0010918468469753864 0.016668972559273246 0.013439828064292671 0.0031340263085439806 0.00040826165059115743 0.00096484774257987748 0.016668972559273246 0.0033348383149132137
decision_type=2 2 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 -1 14 -8 9 16 11 -10 -13 -11 15 -7 17 -9 -18 -20 21 22 -21
right_child=1 2 4 -5 -6 6 7 8 10 13 -12 12 -14 -15 -16 -17 18 -19 19 20 -22 -23 -24
leaf_value=3.2540770564784456e-05 -0.001606215950538905 0.0035785230176379143 -0.0010428146194983786 0.0011482178899874236 0.0019948705376632687 -0.00040998075660728995 0.0023443062297481138 -0.0019965186351069033 0.0017222410945195513 -0.0015865496012939008 0.0016786243009175176 0.0012279394542098129 -0.0040469702547518581 -0.0056598014354220195 -0.00025748423343770373 -0.0045898297516980919 -0.00079587576174934961 0.0011270706661269745 -0.0012296343316358757 0.00055355608455517761 -0.000631053013907104 -0.00035981667202083156 0.0032981270371547204
leaf_weight=7929.5932376384735 60.038280487060547 34.4805908203125 33.435925841331482 41.167775988578796 45.180087089538574 37.155464887619019 54.395760297775269 143.008171916008 72.827106714248657 38.590492606163025 139.16220963001251 45.082496404647827 55.977174043655396 30.761051774024963 88.973941802978516 48.147733211517334 225.34372389316559 41.21657133102417 62.761949896812439 65.388028621673584 97.144950032234192 68.062902688980103 102.10433542728424
leaf_count=3881 39 14 25 19 22 16 23 103 25 21 53 18 34 23 41 36 141 21 43 43 53 45 41
internal_value=0 0.000604219 0.00157963 -0.00048579 0.000702922 -1.38551e-05 -0.000273653 -0.000103387 -0.000215515 -0.000507508 0.000600058 -0.000263123 -0.00169384 -0.00339325 -0.0014869 -0.00276922 -0.000258908 -0.00129768 4.93477e-05 0.000530976 0.000863105 0.00147931 0.00222666
internal_weight=0 214.303 113.097 101.206 78.616 9345.7 1416.1 1241.83 1187.43 874.382 313.049 173.887 101.06 69.3515 174.277 85.3032 805.031 184.225 620.806 395.462 332.7 235.555 167.492
internal_count=4780 119 61 58 47 4661 780 687 664 534 130 77 52 44 93 52 490 124 366 225 182 129 84
is_linear=0
shrinkage=0.05


Tree=355
num_leaves=24
num_cat=0
split_feature=100 70 146 143 77 43 92 82 24 49 32 142 1 125 80 79 51 51 102 29 106 117 118
split_gain=0.0332029 0.0949795 0.0983839 0.0888152 0.178996 0.124852 0.0488492 0.0470963 0.146019 0.170066 0.160731 0.121572 0.209025 0.163772 0.14477 0.165053 0.141941 0.139874 0.138039 0.135849 0.131536 0.114051 0.114812
threshold=0.034632634371519096 0.034632634371519096 0.00899649551138282 0.002945306478068233 0.00082683752407319855 0.016668972559273246 0.00017767510871635753 0.0070226341485977182 0.00047558375808876013 0.0010585968848317864 0.0026833302108570938 0.0017376682371832433 0.0063990866765379914 0.00062670491752214741 0.0036604277556762104 0.0016846025246195497 0.00080172589514404546 0.010829726699739696 0.0022272822679951791 0.0032328735105693345 0.0035485138650983576 0.027182282879948619 0.0016846025246195497
decision_type=2 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 -2 -7 -1 -9 11 -11 16 13 20 19 -16 -10 -18 -17 -15 -13 22 -21
right_child=1 -3 -4 4 -6 6 -8 8 9 10 -12 12 -14 14 15 18 17 -19 -20 21 -22 -23 -24
leaf_value=-2.4661721443483136e-05 0.0015702920618475549 -0.002444725001886517 0.00099847997927314698 -0.00029717771338131331 -0.0041110097094055878 -0.0018899091515587115 -3.9581632656214193e-05 0.0020321851524365523 -0.00061988581612571565 -0.0025114272142214623 0.00070291530639458226 -0.0032097015773615541 -0.0027933516086766428 0.0017906821788024599 0.0033414021289204358 -0.0012526185906645709 0.0023890976086972573 -0.00028842134595699072 0.0022078759359172016 -0.00046482511723349123 -0.00019171644146595362 0.0012552982764714019 -0.0035841762836949344
leaf_weight=7681.7836701869965 82.140370607376099 50.481039881706238 132.42622911930084 90.116197466850281 46.712705492973328 64.851279854774475 79.270315170288086 111.17362260818481 86.006295680999756 106.60459995269775 61.229331493377686 49.094807505607605 61.229331493377686 72.827106714248657 91.209657788276672 57.070634365081787 195.89127659797668 64.948870539665222 58.212890028953552 84.815244674682617 136.43854022026062 50.23706316947937 45.228882431983948
leaf_count=4057 30 24 46 34 31 21 20 36 27 64 34 21 34 25 25 25 64 25 18 32 49 14 24
internal_value=0 -0.00037861 -0.000168124 -0.000593607 -0.0015992 1.45128e-05 -0.000872185 2.29333e-05 0.000297374 0.000139423 -0.00133877 0.000374979 -1.45087e-06 0.000263527 0.000769683 0.00175215 0.00114159 0.0017224 0.000494772 -3.18435e-05 -0.000990319 -0.000768078 -0.00154972
internal_weight=0 545.998 495.517 363.091 136.829 226.262 144.122 9014 1332.22 1221.04 167.834 1053.21 706.364 645.135 459.601 206.493 346.846 260.84 115.284 253.108 185.533 180.281 130.044
internal_count=4780 206 182 136 65 71 41 4574 517 481 98 383 267 233 163 68 116 89 43 95 70 70 56
is_linear=0
shrinkage=0.05


Tree=356
num_leaves=24
num_cat=0
split_feature=20 104 71 113 128 46 2 87 107 68 25 115 11 7 107 22 53 42 144 66 92 33 95
split_gain=0.0317019 0.126235 0.17454 0.166544 0.158798 0.193575 0.203643 0.2204 0.146834 0.131858 0.130239 0.125793 0.133725 0.137188 0.119914 0.119861 0.132629 0.113701 0.152579 0.12939 0.144208 0.138591 0.145608
threshold=0.00062670491752214741 0.0092791137285530585 0.00017767510871635753 0.00093549740267917525 0.0030382014811038975 0.015200819820165636 0.0014427106943912806 0.000490355829242617 0.029773407615721229 0.0045489775948226461 0.0020292587578296666 0.0010263677686452868 0.0026012937305495147 0.00017767510871635753 0.0051502294372767219 0.00040826165059115743 0.01884530205279589 0.001792412775103003 0.066585760563611998 0.00068727668258361529 0.17555952817201617 0.017724351026117805 0.00899649551138282
decision_type=2 2 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 11 5 6 9 -8 -1 -5 14 -4 13 -13 -11 16 -16 19 -19 20 21 22 -2
right_child=17 2 3 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00015582051860014729 0.0013434134257863804 -0.0021840499877642618 0.00031773984761051529 -0.00092699210013860115 -0.0021268598429796475 -0.0024394251305473371 -0.00379660068351057 0.0001591867753271423 -0.0017978590329254529 0.0027781069286591346 0.0031130771347800228 0.0036951445983448177 0.004480824573857913 -0.00020262071850446213 -0.0015263563995733679 0.0023752430032635535 0.0010377701223740713 -0.00012317303412716306 0.0030421159692093891 -0.00030102206665449883 -0.0015661490413151115 -0.0013918700275668775 -0.00037840907541576252
leaf_weight=3963.3028143644333 761.61827206611633 62.761949896812439 104.97439086437225 66.432693600654602 68.16049337387085 55.977174043655396 45.326473116874695 157.7887374162674 140.98760008811951 75.501980781555176 94.030917882919312 38.444106578826904 57.021839022636414 54.68853235244751 88.827555775642395 66.237512230873108 116.66975677013397 2834.6301579475403 38.590492606163025 397.84426867961884 62.566768527030945 61.229331493377686 146.38614356517792
leaf_count=1960 379 43 51 32 49 34 28 63 74 27 33 15 23 35 35 24 46 1444 21 215 35 34 80
internal_value=0 -8.23736e-05 0.000379922 0.000527544 0.000185916 0.000391499 0.000614436 -0.000723573 -0.000212227 0.00114973 0.00146238 0.00164558 0.00257389 0.00140633 0.00101538 0.000525601 -7.05903e-05 0.000100642 -8.06597e-05 0.000465012 0.000760382 0.000910566 0.00106583
internal_weight=0 5257.13 1152.84 1090.08 834.953 766.793 710.816 203.115 4104.29 507.7 441.268 255.129 150.154 93.1326 347.237 271.735 205.497 4302.87 2873.22 1429.64 1031.8 969.234 908.004
internal_count=4780 2572 538 495 371 322 288 91 2034 197 165 124 73 50 132 105 81 2208 1465 743 528 493 459
is_linear=0
shrinkage=0.05


Tree=357
num_leaves=24
num_cat=0
split_feature=136 7 15 60 1 136 54 0 50 37 58 131 149 98 140 78 85 98 50 35 30 5 61
split_gain=0.0300074 0.0935249 0.100863 0.0949882 0.0684559 0.066342 0.148963 0.130593 0.3455 0.160261 0.139694 0.150608 0.103325 0.0989647 0.0914535 0.113854 0.183804 0.111411 0.159809 0.115436 0.102086 0.0982707 0.0901431
threshold=0.0044099434744566688 0.0022975050378590827 0.0022975050378590827 0.0011261500185355546 0.0005375427135732026 0.00082683752407319855 0.035692447796463973 0.00087947337306104611 0.015200819820165636 0.0011261500185355546 0.0053125319536775359 0.0033348383149132137 0.012636432424187662 0.0062037324532866487 0.039062514901161201 0.0068083447404205808 0.00080172589514404546 0.034632634371519096 0.015200819820165636 0.0042751494329422721 0.0010918468469753864 0.0011261500185355546 0.0027679565828293566
decision_type=2 2 2 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 -4 -1 7 8 -7 14 13 22 -8 -11 15 17 -17 18 19 -9 -18 -16 -12
right_child=1 -3 3 -5 -6 6 12 9 -10 10 11 -13 -14 -15 21 16 20 -19 -20 -21 -22 -23 -24
leaf_value=3.874355875125418e-05 0.0021360682920230443 -0.0015973936734721677 -0.00050477351703036549 -0.0010044406809319776 0.0017935415200673857 0.00018041758924582031 -9.0461538068057192e-05 -0.00095588277755667163 -0.0054859120972647691 -0.0010465821041163437 0.0036300719867835363 -0.00053010590724827066 0.0030306725526607482 0.00081462460237175438 -0.00053825856083320898 -0.003704647026719235 0.0013358440917244177 0.0015895315620924292 -0.0032769142046933878 0.0014555335082584639 -0.0014851146446071065 -0.00421698111726624 0.0011691440743234859
leaf_weight=7782.6592522859573 92.595890164375305 49.43637490272522 49.094807505607605 98.092024326324463 95.270764231681824 66.286307573318481 53.20470929145813 124.9383556842804 45.277677774429321 208.10342848300934 59.501531720161438 83.672989010810852 52.863141894340515 108.74272525310516 33.289539813995361 68.111698031425476 47.806165814399719 76.741827130317688 45.277677774429321 82.335551977157593 97.437722086906433 39.927929639816284 99.331870675086975
leaf_count=3940 28 35 21 38 30 26 28 62 26 134 17 39 14 44 19 47 22 24 26 38 65 22 35
internal_value=0 0.000432741 0.000732283 0.000196169 0.00101195 -1.81335e-05 -0.000335939 -0.000484394 -0.00211923 -0.000329198 0.00028347 0.00118666 0.00146508 -0.000407809 -0.000885646 -0.000661839 -0.00156159 -7.88712e-05 -0.000585842 2.00571e-06 -0.000556613 -0.00254439 0.00209105
internal_weight=0 384.49 335.053 242.458 144.366 9175.51 1392.85 1286.78 111.564 1175.22 559.353 242.506 106.068 316.846 615.866 542.649 213.356 329.293 252.552 207.274 145.244 73.2175 158.833
internal_count=4780 152 117 89 51 4628 688 646 52 594 269 91 42 178 325 284 134 150 126 100 87 41 52
is_linear=0
shrinkage=0.05


Tree=358
num_leaves=24
num_cat=0
split_feature=44 78 110 26 94 105 51 81 117 110 4 147 148 65 126 22 106 114 150 20 1 67 22
split_gain=0.0306253 0.106559 0.111812 0.0923997 0.100243 0.101429 0.0942835 0.210999 0.123874 0.206953 0.144982 0.111793 0.111412 0.109133 0.087663 0.108997 0.0830283 0.0775033 0.0675756 0.0671293 0.0616494 0.0579536 0.0528922
threshold=0.019431582652032379 0.019431582652032379 0.00017767510871635753 0.00060774214216507982 0.00093549740267917525 0.0011261500185355546 0.00096484774257987748 0.004017772153019906 0.034632634371519096 0.00066645268816500913 0.0013986918493174019 0.0010585968848317864 0.023343417793512348 0.00077738583786413084 0.00047558375808876013 0.00057154725072905432 0.0054799309000372895 0.00040826165059115743 0.0060143163427710542 0.00055427959887310873 0.00062670491752214741 0.0005375427135732026 0.0026012937305495147
decision_type=2 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 -3 6 19 -6 7 16 9 11 18 -8 17 -12 -7 -16 -2 -9 -11 -5 -13 -19 -1
right_child=1 2 -4 4 5 14 8 12 -10 10 13 20 -14 -15 15 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=-6.7448054145921901e-06 -0.0028318106164472983 0.0034408830249943591 0.00035608444702652973 0.00036979715432112787 0.0025884736528641586 0.0014536120306038135 -0.0051121835635832766 0.0017638874207859551 0.00094509907903847935 -0.00035781499811150287 -0.0041018021583370552 -0.00039404609992431448 0.0029403322300065259 -5.4614414130086366e-05 0.00080813745987315725 -0.0021376641106063111 -5.5094813829283069e-05 -0.0020434757241354663 0.0019705864377598257 -0.0024177779437109508 -0.0030715256578285454 0.0007026429736947615 -0.00059828481895567067
leaf_weight=7890.0157451629639 53.302299976348877 50.334653854370117 70.542595386505127 49.046012163162231 80.656547546386719 136.43854022026062 37.350646257400513 64.900075197219849 82.237961292266846 62.469177842140198 33.435925841331482 39.830338954925537 68.912386298179626 33.191949129104614 79.46549654006958 51.916067600250244 54.395760297775269 36.062004566192627 62.176405787467957 38.590492606163025 46.712705492973328 41.118980646133423 396.89719438552856
leaf_count=3981 32 18 39 19 23 49 24 23 34 31 25 18 26 15 28 29 23 25 19 21 31 17 230
internal_value=0 0.000228322 0.00164063 8.01585e-05 0.000653912 0.00103406 -0.000269266 0.000371403 -0.000783038 -0.00123397 -0.000202792 -0.00282595 0.00129057 -0.00208562 0.000565934 -0.00035591 -0.00142936 0.0004904 0.000803651 -0.000857704 -0.00183925 -0.000580452 -3.50763e-05
internal_weight=0 1273.09 120.877 1152.21 436.113 348.477 716.097 318.692 397.405 315.167 191.273 123.894 210.993 66.6279 267.82 131.382 107.698 142.081 124.646 87.6365 86.543 77.181 8286.91
internal_count=4780 569 57 512 169 129 343 146 197 163 90 73 91 40 106 57 55 65 50 40 49 42 4211
is_linear=0
shrinkage=0.05


Tree=359
num_leaves=24
num_cat=0
split_feature=115 87 118 99 99 82 81 15 82 47 117 53 39 65 91 82 40 38 40 95 72 10 40
split_gain=0.0296625 0.118255 0.20568 0.132641 0.27713 0.230684 0.316642 0.251694 0.269891 0.206959 0.203578 0.351786 0.270048 0.181791 0.165223 0.134625 0.221416 0.192234 0.224016 0.146922 0.133297 0.131713 0.125972
threshold=0.00017767510871635753 0.0072436286136507997 0.00037263428384903824 0.0016846025246195497 0.00050559637020342063 0.00047558375808876013 0.0021592099219560628 0.0037758676335215573 0.011519505176693203 0.0042751494329422721 0.00062670491752214741 0.001792412775103003 0.0035485138650983576 0.0016846025246195497 0.0011261500185355546 0.0049928687512874612 0.013439828064292671 0.00070876078098081063 0.00060774214216507982 0.00066645268816500913 0.00082683752407319855 0.00090704852482303988 0.00099512818269431613
decision_type=2 2 2 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 10 6 -5 8 9 14 11 -1 -12 20 -7 16 17 18 -6 -17 -9 -16 -8
right_child=-2 2 -4 5 15 7 22 13 -10 -11 12 -13 -14 -15 21 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00052508564753129519 4.9444279138047518e-05 -0.00037169137885596646 -0.0050246472487621915 0.0043802078048572621 -0.0063354655356580598 -0.0054231199100687362 0.0019868580171168034 -0.00020449299146319276 0.0014924146833808572 0.00052312104646972529 0.00069522867771080164 -0.0046481588719277976 -0.0033473675493611863 -0.0012158581282522415 -0.00048528652750685431 0.0015408757678506565 0.0012748354464142582 0.00042009287758412305 -0.0023924975308872876 -0.0016925474243054614 0.0017753323709708444 -0.0041142684981237583 -0.0017224152968486782
leaf_weight=76.937008500099182 7269.0324127674103 82.286756634712219 33.387130498886108 78.079264163970947 50.822607278823853 49.289988875389099 43.793854713439941 123.25935125350952 70.054641962051392 55.586811304092407 656.0295045375824 57.363406419754028 44.086626768112183 100.86448907852173 63.562638163566589 62.127610445022583 38.541697263717651 37.155464887619019 123.69850933551788 80.851728916168213 274.01933610439301 41.21657133102417 47.95255184173584
leaf_count=32 3823 36 23 25 38 29 19 47 19 18 249 37 31 44 22 17 19 16 65 31 91 21 28
internal_value=0 -0.000156882 -0.00171468 -7.40444e-05 -0.000417089 0.000370332 0.00203986 5.82933e-06 -0.00119444 -0.00209223 9.86086e-05 -0.00168455 0.000440665 0.00067979 -0.00303583 -0.00151147 -0.00221083 -0.00284549 -0.00354074 -0.000287555 0.00116107 -0.0019128 4.81541e-05
internal_weight=0 2290.97 115.674 2175.29 1227.61 947.679 169.826 777.854 279.711 209.656 834.417 134.3 700.116 498.143 154.069 393.198 250.218 211.677 174.521 142.979 397.279 104.779 91.7464
internal_count=4780 957 59 898 535 363 72 291 109 90 349 69 280 182 72 186 138 119 103 48 138 43 47
is_linear=0
shrinkage=0.05


Tree=360
num_leaves=24
num_cat=0
split_feature=100 31 2 110 141 15 84 101 70 113 18 147 83 39 32 87 108 54 94 84 102 101 142
split_gain=0.0307542 0.094892 0.135159 0.103204 0.106682 0.0914283 0.0834639 0.0760119 0.0403059 0.142892 0.169637 0.157074 0.110381 0.106532 0.233027 0.127433 0.127521 0.085971 0.129841 0.133151 0.120572 0.118561 0.0825073
threshold=0.034632634371519096 0.00093549740267917525 0.00017767510871635753 0.0058306583669036635 0.0038949446752667431 0.0032328735105693345 0.00017767510871635753 0.00055427959887310873 0.0084566329605877417 0.0038949446752667431 0.0015833032084628942 0.0010585968848317864 0.0026833302108570938 0.00064626874518580746 0.00038414125447161501 0.0010263677686452868 0.0038949446752667431 0.0045489775948226461 0.0022272822679951791 0.00037263428384903824 0.0014427106943912806 0.0011261500185355546 0.0020932231564074759
decision_type=2 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 4 5 -2 -7 -5 -1 10 13 -12 22 14 -10 -15 -17 18 19 -11 -20 -19 -13
right_child=1 2 -4 7 -6 6 -8 -9 9 17 11 12 -14 15 -16 16 -18 21 20 -21 -22 -23 -24
leaf_value=-2.0351970722941671e-05 -0.0015027219270431968 -0.0032359101816925189 0.00037327049184998287 -0.0030130017318042235 0.0022201754152453815 -0.00065864436986385483 0.0014041118531968012 -0.00021663329219463379 -0.00072976297839706108 0.00031235424704626239 -0.0031745856976006896 -0.00035611076101883663 -0.0012301595787168318 -0.0011233083211356755 0.0029805522882832454 0.0026991703593423743 -0.00018193153613620393 0.0034158684482219941 0.0023516592591301829 -0.0035472104597579616 -0.00031804577321420114 0.00072927729620704041 0.0027156504692422501
leaf_weight=7764.0127617120743 78.079264163970947 61.180536150932312 45.033701062202454 43.989036083221436 63.465047478675842 86.20147705078125 113.75090599060059 54.298169612884521 71.733646392822266 67.574949264526367 66.579079627990723 50.676221251487732 158.61825823783875 151.8334823846817 103.19779574871063 60.985354781150818 103.73454451560974 72.875902056694031 105.82387447357178 33.387130498886108 70.44500470161438 94.079713225364685 38.444106578826904
leaf_count=3983 25 32 16 27 18 35 34 19 34 25 38 32 97 88 32 24 54 27 32 23 35 35 15
internal_value=0 -0.000364382 -0.00170566 -4.04445e-05 0.000370472 -5.17515e-05 0.000514837 -0.00146816 2.20714e-05 0.000285574 -0.000111334 -0.0010185 -0.000439057 0.000468823 0.00145907 -7.84024e-05 0.000884758 0.00100561 0.000465796 -0.000963964 0.00128472 0.00190197 0.000968964
internal_weight=0 545.998 106.214 439.784 341.497 278.032 199.952 98.2872 9014 1249.99 805.802 314.318 247.739 491.485 174.931 316.553 164.72 444.187 277.231 100.962 176.269 166.956 89.1203
internal_count=4780 206 48 158 112 94 69 46 4574 591 414 182 144 232 66 166 78 177 115 48 67 62 47
is_linear=0
shrinkage=0.05


Tree=361
num_leaves=24
num_cat=0
split_feature=143 83 80 60 65 108 4 58 42 59 92 38 98 87 37 44 95 17 100 28 30 39 5
split_gain=0.0309969 0.0865818 0.0781852 0.0528691 0.0384028 0.0796044 0.103817 0.0714687 0.0651742 0.0505698 0.126132 0.132491 0.127373 0.124045 0.139685 0.15644 0.0653355 0.0680041 0.0681473 0.0733546 0.0702684 0.0520508 0.10885
threshold=0.055838862434029586 0.057509137317538268 0.015200819820165636 0.0013146653072908523 0.041476719081401832 0.0044099434744566688 0.0010585968848317864 0.0031340263085439806 0.0013560238294303419 0.01884530205279589 0.021960759535431865 0.00037263428384903824 0.0044099434744566688 0.0026833302108570938 0.0016331639490090313 0.0098710241727530974 0.00017767510871635753 0.0028552538715302949 0.0018488886416889729 0.00075379351619631063 0.00038414125447161501 0.02129978779703379 0.0014881226234138014
decision_type=2 2 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 9 6 -6 -7 -8 21 12 -12 16 14 15 -14 -11 18 19 -18 -20 -1 -23
right_child=1 -3 3 -5 5 7 8 -9 -10 10 11 -13 13 -15 -16 -17 17 -19 20 -21 -22 22 -24
leaf_value=6.2501644556482572e-05 0.0024651555491459944 -0.00094640098435410953 -0.001102468804181473 0.0014690148920591453 -0.0013843650191890169 -0.00060358690020842921 8.8665485638609461e-06 -0.0036391063922353462 0.0026727299195411346 0.0012093108429351088 -0.00060525421646596175 0.0026862886843399842 -0.0046236173627069495 -0.0043274192778322189 0.00071412769198671256 -1.6317937731820887e-05 -0.0044962417536991159 0.00038537379957356702 0.0010442774857057084 -0.0010416312218717411 -0.0018773878974406993 -9.285660982564077e-05 -0.0021058933913243737
leaf_weight=8080.5971992015839 70.396209359169006 63.953000903129578 40.074315667152405 39.879134297370911 77.376166582107544 43.989036083221436 57.119429707527161 34.675772190093994 38.395311236381531 65.19284725189209 62.664359211921692 59.696713089942932 41.411752700805664 40.074315667152405 56.97304368019104 33.191949129104614 26.748740673065186 107.94203698635101 43.842650055885315 36.110799908638 38.785673975944519 315.60630738735199 85.303198099136353
leaf_count=3935 33 38 28 20 50 27 27 22 13 35 39 25 29 28 21 15 20 65 21 27 29 181 52
internal_value=0 0.000594555 0.00125002 0.000180134 -1.36335e-05 -0.000623043 -2.30788e-05 -0.00194166 0.00107969 3.22354e-06 -0.000435479 0.0010006 -0.000793892 -0.0018919 -0.00115011 -0.00257378 -0.000202366 -0.000565509 -0.001271 -0.00251168 -0.00032715 3.49118e-05 -0.000521179
internal_weight=0 214.303 150.35 79.9534 9345.7 251.556 172.891 78.6648 95.5147 9094.14 612.635 122.361 490.274 171.651 131.577 74.6037 318.623 253.43 145.488 62.8595 82.6283 8481.51 400.91
internal_count=4780 119 81 48 4661 139 90 49 40 4522 354 64 290 93 65 44 197 162 97 47 50 4168 233
is_linear=0
shrinkage=0.05


Tree=362
num_leaves=24
num_cat=0
split_feature=34 38 24 108 116 23 141 142 50 39 108 27 93 33 20 108 86 46 137 31 118 87 101
split_gain=0.030057 0.101385 0.090755 0.107968 0.0433928 0.111774 0.104366 0.137431 0.102828 0.139963 0.129857 0.109203 0.102078 0.100115 0.0883071 0.0869853 0.0930667 0.107262 0.0837087 0.107653 0.100166 0.0818695 0.0816084
threshold=0.064669914543628707 0.00044738779251929378 0.0054799309000372895 0.0051502294372767219 0.010829726699739696 0.013860232196748258 0.010829726699739696 0.00073092587990686308 0.00066645268816500913 0.0027679565828293566 0.0060143163427710542 0.00043393640953581786 0.00057154725072905432 0.0011261500185355546 0.0042751494329422721 0.028884131461381916 0.0017376682371832433 0.0045489775948226461 0.00017767510871635753 0.00052132029668428015 0.0011261500185355546 0.00043393640953581786 0.0022272822679951791
decision_type=2 2 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 7 -6 10 11 13 -10 -13 -7 18 16 17 -9 19 -11 -20 -19 -8
right_child=1 -3 -4 -5 5 8 22 15 9 14 -12 12 -14 -15 -16 -17 -18 21 20 -21 -22 -23 -24
leaf_value=2.7596713622887082e-05 0.0016339167496637924 -0.0015374671424799101 0.0024932520346038359 -0.0013428803989888761 0.00066975742161257644 0.0041055572611324708 -0.00060677257291937708 -0.0037689555392433822 0.00083897319771187001 -0.0029431930118625099 -0.00043090492749259891 -0.0030377571892959681 -0.00060310402934861656 0.00082430231565771509 0.0023436454456463225 0.00033758974894114913 -0.00050170416860217211 -0.0001567495539234726 -0.00070760049812738164 0.00070092411297986864 0.0020936918849639918 -0.0027053475328445722 0.0019378110218760591
leaf_weight=8104.2607402801514 64.948870539665222 46.663910150527954 70.201027989387512 57.363406419754028 81.193296313285828 46.419933438301086 77.376166582107544 92.13676929473877 54.395760297775269 41.314162015914917 66.530284285545349 80.099835991859436 93.083843588829041 46.566319465637207 55.684401988983154 49.143602848052979 82.677119374275208 58.603252768516541 55.928378701210022 39.781543612480164 74.310929775238037 68.16049337387085 53.155913949012756
leaf_count=3990 25 29 25 37 45 19 50 63 23 25 36 54 48 25 22 23 52 34 32 16 32 49 26
internal_value=0 0.000553454 0.00106028 0.000237824 -1.42019e-05 -0.000292648 -0.000809492 -0.00118392 0.000151765 -0.000204255 0.00125565 -0.00111533 -0.00172916 0.00246235 0.000572251 -0.00161305 -0.00193092 -0.00247073 0.000105508 -0.00115557 0.000890739 -0.00152712 0.000429445
internal_weight=0 239.177 192.513 122.312 9320.82 1216.56 562.447 431.915 654.115 494.599 159.517 227.579 173.184 92.9863 267.019 350.721 301.578 218.901 211.335 81.0957 130.239 126.764 130.532
internal_count=4780 116 87 62 4664 674 342 266 332 252 80 125 102 44 127 221 198 146 105 41 64 83 76
is_linear=0
shrinkage=0.05


Tree=363
num_leaves=24
num_cat=0
split_feature=92 101 31 143 92 93 140 66 1 101 51 24 53 24 131 45 15 109 149 82 71 140 92
split_gain=0.0295613 0.103341 0.114014 0.164624 0.18928 0.168545 0.163868 0.124704 0.120336 0.166145 0.113804 0.134313 0.133012 0.13569 0.125676 0.111551 0.226893 0.0974282 0.142671 0.183857 0.264332 0.185498 0.17769
threshold=0.002945306478068233 0.0042751494329422721 0.00044738779251929378 0.010180860292166473 0.0017376682371832433 0.00017767510871635753 0.0038949446752667431 0.00057154725072905432 0.0005375427135732026 0.013860232196748258 0.0005375427135732026 0.0044099434744566688 0.0072436286136507997 0.0020292587578296666 0.0045489775948226461 0.0016846025246195497 0.0022975050378590827 0.00017767510871635753 0.0021592099219560628 0.0013986918493174019 0.030689206905663017 0.010180860292166473 0.00082683752407319855
decision_type=2 2 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 6 -3 15 -5 -10 -4 12 13 -12 -14 16 -7 -1 -19 20 21 -20 -22
right_child=-2 2 10 8 -6 7 -8 -9 9 -11 11 -13 14 -15 -16 -17 -18 18 19 -21 22 -23 -24
leaf_value=-0.0010800127096616402 0.00010118491236098942 -0.00046616546762171462 -0.0030436372823428892 0.0022456998814960392 -0.0033439125666674605 0.0012332321127771161 -0.0044266121036960378 -0.0021629335607765226 0.0017956810466128043 -0.0018339779888037278 0.00034278860738400058 0.00032685078302822332 -0.0052007551996581664 -0.002854911599884268 -0.0011281849063166773 0.0012956778758067093 -0.0029877891755471352 0.00039976805581292486 -0.0013978324321122534 0.00011054232568150172 -0.0017179210537685522 0.00055305093375701076 -0.0057570751468371192
leaf_weight=185.22061288356781 4112.8517854213715 67.623744606971741 65.241642594337463 105.87266981601715 55.879583358764648 74.164543747901917 42.554008364677429 47.854961156845093 62.322791814804077 63.806614875793457 101.05967044830322 159.27256047725677 40.025520324707031 49.387579560279846 35.96441388130188 203.96469414234161 55.781992673873901 1952.045915722847 234.41301107406616 1460.5633151531219 91.648815870285034 253.74263644218445 38.736878633499146
leaf_count=111 2062 27 37 34 30 26 22 24 25 32 52 70 26 33 21 72 26 1112 136 611 43 121 27
internal_value=0 -7.63993e-05 -0.000479489 -0.000113535 -0.000586298 -0.000273062 -0.00199581 0.000224123 0.00100279 -4.04987e-05 -0.00111233 -0.000785653 -0.00156817 -0.000706926 -0.00327329 0.000566228 -0.000578721 4.12642e-05 9.27838e-05 -0.00019544 -0.000917957 -0.000383766 -0.00291793
internal_weight=0 5447.15 1230.78 779.826 547.824 491.944 110.178 381.766 232.002 126.129 450.951 385.71 226.437 150.447 75.9899 333.911 129.947 4216.37 4031.15 2079.1 618.541 488.156 130.386
internal_count=4780 2718 557 318 227 197 49 148 91 57 239 202 132 85 47 124 52 2161 2050 938 327 257 70
is_linear=0
shrinkage=0.05


Tree=364
num_leaves=24
num_cat=0
split_feature=42 86 46 125 33 38 116 1 101 77 141 58 126 34 102 3 125 22 75 125 82 83 104
split_gain=0.0298152 0.103388 0.206042 0.239667 0.179183 0.13806 0.168831 0.132004 0.251293 0.184013 0.168424 0.16315 0.136511 0.130528 0.126063 0.11963 0.118423 0.215365 0.164486 0.151687 0.163931 0.159734 0.145478
threshold=0.004017772153019906 0.00096484774257987748 0.0062037324532866487 0.00075379351619631063 0.0036604277556762104 0.0017376682371832433 0.0049928687512874612 0.0016331639490090313 0.00055427959887310873 0.0015349716995842757 0.0030382014811038975 0.0081988852471113222 0.00090704852482303988 0.0046923852059990176 0.0010918468469753864 0.00057154725072905432 0.001792412775103003 0.00060774214216507982 0.0054799309000372895 0.015200819820165636 0.0015833032084628942 0.014740333426743748 0.0070226341485977182
decision_type=2 2 2 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 16 9 -9 11 -10 -12 -6 -15 -3 22 18 19 20 21 -18 -2
right_child=1 4 3 -5 13 -7 -8 8 10 -11 12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=7.3237690150110431e-05 -0.00085348846168822618 -0.0040223485194202267 3.4775888409398292e-05 -0.0016339229570053141 0.002603493963343815 0.0022421758956021813 0.00017130704906107648 0.0017440099836053642 -0.0018989739883220208 -0.0014481252490197718 -0.0021763692270552852 -0.005738688226292349 0.0013027595169684547 0.0021965444491765899 1.2953559415145855e-05 -0.00096554990792409247 0.0012566016979335087 -0.0022881330220996818 -0.0010559537049329331 -0.00059117656456222824 0.0010619749800801967 0.0047141263990059436 0.00031483892568144378
leaf_weight=5663.715386390686 387.94546067714691 50.725016593933105 387.79907464981079 483.39144349098206 106.01905584335327 43.842650055885315 204.98939633369446 124.79196965694427 97.096154689788818 70.737776756286621 54.590941667556763 38.688083291053772 58.310480713844299 90.018606781959534 248.73445570468903 86.738225817680359 55.733197331428528 49.289988875389099 69.351544380187988 66.481488943099976 186.87078475952148 83.380216956138611 850.75856268405914
leaf_count=2876 186 34 180 277 40 21 114 56 51 47 31 25 22 30 131 57 24 29 44 34 71 27 373
internal_value=0 -0.00010646 -0.000240572 -0.000891123 0.000388184 -0.000399603 -0.000737818 1.77454e-05 -0.000751991 0.000589175 -0.00180649 -0.002993 -0.000379495 0.0010724 0.00059321 -0.00209353 0.000213154 0.00085351 0.00118882 0.00158549 0.0020294 0.00332893 -5.10655e-05
internal_weight=0 3896.28 3065.22 871.191 831.067 386.295 342.453 2194.03 444.215 195.53 248.686 135.784 112.901 444.772 338.753 137.463 1749.81 511.107 461.817 392.466 325.984 139.113 1238.7
internal_count=4780 1904 1477 457 427 226 205 1020 232 103 129 76 53 201 161 91 788 229 200 156 122 51 559
is_linear=0
shrinkage=0.05


Tree=365
num_leaves=24
num_cat=0
split_feature=150 110 5 46 27 8 70 37 129 58 11 79 52 95 21 79 58 129 94 33 98 128 1
split_gain=0.0297942 0.117415 0.201883 0.0898482 0.0779865 0.0633848 0.0532509 0.0514083 0.0408516 0.127857 0.172631 0.149348 0.1495 0.177218 0.137923 0.13462 0.277615 0.21826 0.206476 0.204482 0.192045 0.160704 0.201672
threshold=0.01884530205279589 0.00096484774257987748 0.0016846025246195497 0.00244467705488205 0.0013560238294303419 0.0027679565828293566 0.0048403022810816774 0.00044738779251929378 0.000490355829242617 0.017188700847327713 0.0030382014811038975 0.0022975050378590827 0.0037758676335215573 0.00066645268816500913 0.000490355829242617 0.0013146653072908523 0.0031340263085439806 0.0053125319536775359 0.0042751494329422721 0.00017767510871635753 0.0044099434744566688 0.0030382014811038975 0.0027679565828293566
decision_type=2 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 7 -4 -6 -3 -1 14 11 -11 13 -13 15 18 -17 20 21 -20 -18 22 -10
right_child=1 4 5 -5 6 -7 -8 -9 9 10 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24
leaf_value=-9.274222362018506e-05 0.0012532432754796912 0.00020726961346441387 -0.0017763549119373711 -0.0016753648887430014 -0.0023066537940099677 -0.0043306998369840892 0.00019851872593124473 0.0019807489448880541 0.0020908729872881658 0.0029442879890126564 -0.000305905295629651 0.0040938823399733542 -0.0011778745758129999 0.00028192551223438607 -0.0001486670494833895 0.00025883594155799792 0.0047849910857185127 0.00011045565052702095 -6.3141935745284424e-05 -0.0051685068575643943 0.0012905982083205201 -0.0013597627982664658 -0.0011539010504182721
leaf_weight=4268.3382719755173 71.538465023040771 95.465945601463318 54.298169612884521 41.314162015914917 37.350646257400513 43.940240740776062 49.094807505607605 71.440874338150024 148.67065489292145 123.1129652261734 196.08645796775818 48.948421478271484 67.770130634307861 80.851728916168213 3076.158419251442 594.78908002376556 94.030917882919312 78.518422245979309 39.830338954925537 38.639287948608398 67.574949264526367 101.59641921520233 70.640186071395874
leaf_count=1923 26 38 19 25 24 25 21 22 66 41 72 15 33 31 1764 376 33 43 18 23 25 74 43
internal_value=0 -0.000390621 -0.00126157 0.000181111 0.000335047 -0.00291887 -0.000883896 0.000966369 1.99461e-05 0.000119588 0.000862772 0.00157738 0.000725608 0.00171944 3.04891e-05 0.000476991 0.000838141 0.00227308 -0.000278007 -0.00257708 0.00332382 0.000284171 0.00104573
internal_weight=0 464.443 211.091 112.853 253.352 98.2384 86.4455 166.907 9095.56 4827.22 516.77 320.683 197.57 129.8 4310.45 1234.29 834.913 240.124 399.377 78.4696 161.606 320.907 219.311
internal_count=4780 200 95 51 105 44 45 60 4580 2657 192 120 79 46 2465 701 477 101 224 41 58 183 109
is_linear=0
shrinkage=0.05


Tree=366
num_leaves=24
num_cat=0
split_feature=20 46 76 133 10 51 15 92 39 39 24 33 39 146 32 73 147 122 124 112 92 27 136
split_gain=0.0293465 0.1014 0.17003 0.144944 0.225526 0.164097 0.119798 0.112855 0.105054 0.161361 0.184594 0.147836 0.199269 0.129866 0.126647 0.118046 0.254411 0.228592 0.194711 0.147553 0.148354 0.166786 0.143499
threshold=0.00062670491752214741 0.00046126570669002836 0.0013146653072908523 0.0010263677686452868 0.0066005610860884198 0.0015833032084628942 0.044033329933881767 0.4073652476072312 0.00017767510871635753 0.0035485138650983576 0.00087947337306104611 0.00077738583786413084 0.010829726699739696 0.0041444667149335155 0.00017767510871635753 0.00087947337306104611 0.00068727668258361529 0.00017767510871635753 0.0033348383149132137 0.0016846025246195497 0.002945306478068233 0.0041444667149335155 0.0015349716995842757
decision_type=2 2 2 2 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 7 8 13 15 11 -11 -13 14 -3 16 22 18 -18 -17 -21 -22 -10
right_child=1 6 -4 4 -6 -7 -8 -9 9 10 -12 12 -14 -15 -16 19 17 -19 -20 20 21 -23 -24
leaf_value=-7.9254428050767653e-05 0.0027946357726228691 -0.00049972842734223621 -0.0011856385313329092 0.00046305378784186683 -0.0012424384666089893 0.0040525031569434858 -0.0010795121254493186 -0.0022892133083484228 -0.00056204636322735398 -0.00036243275225339476 0.00019204566968629544 0.004411047647068532 0.00051467083491324602 0.0024928888886595426 0.0017204673527477711 -0.00032624586589609324 -0.0051696642983563787 -0.0003535861670071062 -0.0009302287734835918 -0.00023216051814330054 0.00054414787040098992 0.004170889605578207 0.0021358063263138662
leaf_weight=5257.1345281600952 112.70624101161957 166.10613167285919 83.819375038146973 76.985803842544556 95.856308341026306 54.298169612884521 234.21782970428467 49.289988875389099 258.75081717967987 53.35109531879425 1382.5217533111572 76.937008500099182 57.217020392417908 96.754587292671204 104.73041415214539 887.82530665397644 78.81119430065155 87.587709426879883 41.265366673469543 115.62509179115295 67.721335291862488 59.599122405052185 60.887764096260071
leaf_count=2572 45 81 45 34 54 19 128 29 111 34 749 32 31 37 41 493 55 38 23 57 31 21 20
internal_value=0 9.68311e-05 0.000831292 0.00132875 0.000601375 0.00194763 1.66172e-05 8.70518e-05 0.000119626 2.84259e-05 0.000391708 0.00186387 0.00274923 0.000920522 0.000358804 -0.000315565 -0.000933371 -0.00229593 -0.00371274 -2.7469e-05 0.00106439 0.00224184 -4.8134e-05
internal_weight=0 4302.87 423.666 339.847 227.14 131.284 3879.2 3644.98 3595.69 3228.1 1570.03 187.505 134.154 367.591 270.837 1658.07 527.303 207.664 120.077 1130.77 242.946 127.32 319.639
internal_count=4780 2208 197 152 107 53 2011 1883 1854 1695 846 97 63 159 122 849 247 116 78 602 109 52 131
is_linear=0
shrinkage=0.05


Tree=367
num_leaves=24
num_cat=0
split_feature=3 147 3 53 123 148 131 143 142 99 121 58 50 135 25 44 24 25 142 34 40 40 8
split_gain=0.0291853 0.0783423 0.0724631 0.206815 0.203694 0.154282 0.147043 0.120357 0.149131 0.105934 0.0690176 0.0660195 0.0614637 0.127968 0.232831 0.251947 0.197323 0.190969 0.133849 0.150604 0.082565 0.192492 0.251781
threshold=0.011519505176693203 0.037906534969806678 0.0053125319536775359 0.0033348383149132137 0.00038414125447161501 0.0070226341485977182 0.011880517937242987 0.0038949446752667431 0.0044099434744566688 0.00085274505545385193 0.0011261500185355546 0.00096484774257987748 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.00044738779251929378 0.00073092587990686308 0.00090704852482303988 0.018276390619575981 0.00055427959887310873 0.00017767510871635753 0.00047558375808876013 0.00087947337306104611
decision_type=2 2 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 12 4 5 -4 9 -6 -9 -5 -2 -10 13 14 15 -1 -15 -16 19 -19 -14 22 -22
right_child=1 -3 3 6 7 -7 -8 8 11 -11 -12 -13 20 16 17 -17 -18 18 -20 -21 21 -23 -24
leaf_value=-0.0044675255280843982 -0.00079590043470691228 0.00013524949225343752 0.0011199726658020998 -6.6268628710692472e-05 -0.0005487043704427082 0.0050933993730010521 0.0017065368208437487 0.003761059424236247 0.0016078052859315357 -0.0024653954033870859 -0.00355357389142389 -0.0013515047973775588 0.00041386919729736018 0.0038149282690841733 0.0024034856480811915 -0.00026616803653802012 -0.00037213795191499472 0.00088799828052690008 0.0020177335838383755 -0.0019334748755090439 -0.0043880206200955056 3.4439978003010453e-06 -0.00052534780429388953
leaf_weight=78.762398958206177 151.03279411792755 276.55669391155243 45.277677774429321 93.230229616165161 121.56038403511047 53.058323264122009 54.493350982666016 50.481039881706238 41.21657133102417 90.848127603530884 26.699945330619812 34.724567532539368 1139.0017527341843 39.830338954925537 59.696713089942932 65.241642594337463 95.856308341026306 65.19284725189209 38.541697263717651 172.28540062904358 55.977174043655396 6539.1732853651047 171.26069843769073
leaf_count=53 109 195 26 54 85 22 27 24 21 64 18 24 455 18 25 37 54 35 19 119 34 3185 77
internal_value=0 -0.000391123 1.95134e-05 0.000557876 0.00133824 0.00326388 -0.000574921 0.000574634 0.00165477 -0.00125031 -0.00121017 0.000254642 -1.74412e-05 -0.000498745 -0.0008822 -0.00256408 0.000856961 -0.000160764 -0.000715352 -0.00115892 2.00266e-05 -4.62697e-05 -0.00147687
internal_weight=0 454.289 9105.71 584.89 346.319 98.336 238.572 247.983 126.422 184.078 177.733 75.9411 8520.82 615.407 479.721 144.004 135.687 335.717 276.02 237.478 7905.41 6766.41 227.238
internal_count=4780 322 4458 347 202 48 145 154 69 118 127 45 4111 360 288 90 72 198 173 154 3751 3296 111
is_linear=0
shrinkage=0.05


Tree=368
num_leaves=24
num_cat=0
split_feature=84 20 19 66 54 92 91 69 143 102 84 127 128 144 107 87 143 36 38 121 10 76 26
split_gain=0.0300235 0.0768563 0.0463497 0.0325786 0.0867537 0.116764 0.133487 0.108689 0.0994837 0.0966864 0.11579 0.117918 0.0987375 0.0819327 0.111355 0.128971 0.0988137 0.110552 0.0974021 0.11912 0.128299 0.100807 0.0944558
threshold=0.013439828064292671 0.00080172589514404546 0.00017767510871635753 0.0005375427135732026 0.0045489775948226461 0.0034400182776153092 0.00099512818269431613 0.00017767510871635753 0.0021592099219560628 0.0010918468469753864 0.0010263677686452868 0.00099512818269431613 0.00017767510871635753 0.0032328735105693345 0.0079489401541650313 0.016164712607860569 0.0038949446752667431 0.001792412775103003 0.0019672545604407792 0.0063990866765379914 0.0035485138650983576 0.0003614811430452392 0.00087947337306104611
decision_type=2 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 9 8 -8 -7 -6 11 -11 -12 14 15 18 -15 -18 19 21 -21 22 -5
right_child=1 -3 -4 4 5 6 7 -9 -10 10 12 -13 -14 16 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=5.5799706065314328e-05 -0.00073737589643904557 0.00065244761586155794 -0.0034953585512323897 -0.0019082515463845935 0.00095872318703323208 0.0007096728150735468 0.0036345282475073863 0.00097538686304325336 -0.0029912374134435748 -0.0010865921535427512 0.0015637085021196488 -0.0049858443611362014 -0.00086924394040267111 -0.00093637555893112386 0.00030830556557113814 0.0017985546935250748 6.8005666357494208e-06 0.0026091401939607769 -0.0030739060223627921 -0.0047992293984140746 -0.0011025698673126575 0.00032260019804319988 -2.7821176606770515e-05
leaf_weight=7572.994372844696 33.289539813995361 49.241193532943726 28.086177706718445 180.01725077629089 104.77920949459076 39.879134297370911 46.371138095855713 224.31902170181274 33.338335156440735 62.615563869476318 59.647917747497559 28.086177706718445 138.60549807548523 100.25898218154907 212.18449771404266 38.492901921272278 102.59228885173798 67.770130634307861 61.42451286315918 38.639287948608398 59.794303774833679 171.40708446502686 106.16544187068939
leaf_count=3742 19 27 21 113 43 20 17 99 21 37 23 21 84 73 86 17 61 33 42 23 29 83 46
internal_value=0 -0.00081896 -0.00199946 9.58696e-06 -0.000176925 0.000245494 0.000918599 0.00143092 -0.000975474 -0.000342431 -0.000814247 -0.00229401 -0.000137249 -0.000450554 -0.00068735 -0.00100943 0.000309064 0.00104201 -0.00118448 -0.000975754 -0.00255366 -0.000636325 -0.00121067
internal_weight=0 110.617 61.3757 9449.38 1876.39 737.642 343.908 270.69 73.2175 393.734 288.955 90.7017 198.253 1138.75 868.125 655.941 270.621 170.362 617.448 556.023 98.4336 457.59 286.183
internal_count=4780 67 40 4713 971 365 157 116 41 208 165 58 107 606 439 353 167 94 336 294 52 242 159
is_linear=0
shrinkage=0.05


Tree=369
num_leaves=24
num_cat=0
split_feature=44 77 119 19 47 22 71 87 49 39 32 71 40 69 40 21 15 22 28 148 94 11 8
split_gain=0.0288545 0.0826483 0.0986913 0.127406 0.0984791 0.132005 0.107608 0.0873142 0.0834127 0.133355 0.0959196 0.0791146 0.0786057 0.075765 0.0751287 0.0675908 0.0922045 0.115489 0.103882 0.0834314 0.0604344 0.0596197 0.0549684
threshold=0.019431582652032379 0.00068727668258361529 0.00017767510871635753 0.0063990866765379914 0.011519505176693203 0.00017767510871635753 0.045367386192083366 0.00038414125447161501 0.00017767510871635753 0.0056525857653468856 0.0010918468469753864 0.030689206905663017 0.0084566329605877417 0.0035485138650983576 0.0031340263085439806 0.0068083447404205808 0.012636432424187662 0.00017767510871635753 0.00046126570669002836 0.011519505176693203 0.0054799309000372895 0.0035485138650983576 0.012252715881913902
decision_type=2 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 7 5 6 20 -2 10 -10 14 13 -12 -6 -7 16 17 -5 -18 -17 21 -3 -1
right_child=1 4 -4 15 11 8 -8 -9 9 -11 12 -13 -14 -15 -16 19 18 -19 -20 -21 -22 -23 -24
leaf_value=1.016074589116178e-05 0.0028633879786694274 -0.0024973978886845011 -0.0020250431805118288 -0.001656293349772058 -0.00013250455996852563 0.000600666624909945 0.0011478190299942755 0.00020025698809836171 -0.0017523959457467584 0.0014835899191884116 0.0011504911227811069 0.0033668716777529306 -0.0012797462724942112 0.0024490456096674796 0.0032216905976602582 0.0018301287149595068 -0.0044942876308917759 0.00096210701988546634 -0.00065252627320357799 -0.000814430633383605 -0.0035435558446240412 0.00030970673766680842 -0.00040915882385726579
leaf_weight=7413.2427287101746 55.586811304092407 36.062004566192627 67.867721319198608 82.335551977157593 67.867721319198608 42.456417679786682 42.358826994895935 68.961181640625 71.92882776260376 57.119429707527161 108.69392991065979 47.610984444618225 47.95255184173584 48.899626135826111 76.790622472763062 59.501531720161438 33.387130498886108 86.20147705078125 37.204260230064392 59.794303774833679 34.724567532539368 39.781543612480164 873.67021083831787
leaf_count=3760 18 25 37 38 37 18 14 28 42 27 42 14 28 13 26 17 23 35 18 29 24 16 451
internal_value=0 0.000221623 -0.000239682 1.1199e-05 0.000573449 0.000256525 -0.000995042 0.00138883 0.000729182 -0.000320082 0.00121997 0.00164903 0.000406548 0.000948593 0.00228851 -0.000467512 -0.000952479 -0.000317063 -0.00246954 0.000504604 -0.00181598 -0.00102501 -3.40472e-05
internal_weight=0 1273.09 550.84 482.972 722.247 557.869 152.927 124.548 404.942 129.048 275.894 164.378 156.646 116.767 119.247 358.424 239.128 168.537 70.5914 119.296 110.568 75.8435 8286.91
internal_count=4780 569 243 206 326 262 79 46 183 69 114 64 70 50 44 160 114 73 41 46 65 41 4211
is_linear=0
shrinkage=0.05


Tree=370
num_leaves=24
num_cat=0
split_feature=125 50 34 32 141 21 59 39 71 141 20 104 2 68 76 72 34 141 80 87 62 42 138
split_gain=0.0282642 0.102297 0.0819476 0.124109 0.095648 0.0997486 0.148302 0.0926699 0.0709323 0.0552432 0.0466613 0.133634 0.133581 0.141008 0.136812 0.207647 0.133104 0.127084 0.124907 0.185648 0.12691 0.123575 0.20411
threshold=0.027182282879948619 0.021960759535431865 0.00077738583786413084 0.00055427959887310873 0.00085274505545385193 0.000490355829242617 0.0022975050378590827 0.0019071503775194289 0.0027679565828293566 0.0030382014811038975 0.00062670491752214741 0.0092791137285530585 0.0014427106943912806 0.0045489775948226461 0.0049928687512874612 0.00082683752407319855 0.0021592099219560628 0.0020932231564074759 0.0036604277556762104 0.00043393640953581786 0.00037263428384903824 0.0079489401541650313 0.0012745757703669371
decision_type=2 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 8 6 -6 -7 -5 -9 11 21 13 -13 15 -14 17 -15 19 -18 -21 -1 -23
right_child=1 -3 3 4 5 7 -8 9 -10 -11 -12 12 14 16 -16 -17 18 -19 -20 20 -22 22 -24
leaf_value=-0.00017076350718374302 -0.0013654009284960083 0.0019253312283489849 0.0026067886823452281 -6.3915950952979705e-05 -9.9541182591407137e-05 0.00092789388329510768 0.0033016288721657346 0.00019612936818559415 -0.0033219743619997267 -0.0019503155127649358 0.00010137076496959316 -0.0006764883160918718 -0.0043026896628032647 0.0011619523091157245 0.00055894162334646849 -0.00035609047066703642 -0.00022115499190376354 0.0047106062088955805 -0.00028026876648289394 0.0034180892713653824 0.00097869060331550557 -0.00055546940899128718 -0.0034298590182751582
leaf_weight=3328.1067210435867 84.112147092819214 86.006295680999756 53.058323264122009 33.387130498886108 69.205158352851868 92.839866876602173 59.696713089942932 47.903756499290466 33.435925841331482 80.099835991859436 4085.7415145635605 151.68709635734558 48.001347184181213 59.696713089942932 147.28442251682281 109.0354973077774 127.46684372425079 43.696264028549194 202.16813623905182 105.9702605009079 107.30769753456116 328.00477087497711 76.087524890899658
leaf_count=1650 57 27 22 23 38 38 25 26 25 54 2081 82 30 25 63 56 58 15 106 38 39 151 51
internal_value=0 0.000321029 7.18503e-05 0.000329268 3.91803e-05 0.000370351 0.0014756 -0.000274761 -0.00169413 -0.00114704 -2.30237e-05 -0.000128152 0.000355555 0.000695459 -0.000535743 -0.00156244 0.00101745 0.0026617 0.000704322 0.00128849 0.00219074 -0.000271016 -0.0010967
internal_weight=0 639.745 553.739 469.627 416.568 349.745 128.902 220.843 66.8231 128.004 8920.25 4834.51 1102.31 797.993 304.321 157.037 646.306 103.393 542.913 340.745 213.278 3732.2 404.092
internal_count=4780 335 308 251 229 181 63 118 48 80 4445 2364 512 363 149 86 281 40 241 135 77 1852 202
is_linear=0
shrinkage=0.05


Tree=371
num_leaves=24
num_cat=0
split_feature=127 92 40 17 24 99 59 91 125 19 113 125 10 75 28 0 140 57 113 82 88 28 68
split_gain=0.0290602 0.160776 0.0919018 0.105544 0.0775531 0.0353801 0.150322 0.153292 0.15646 0.0734945 0.0720947 0.0592936 0.11025 0.12747 0.221197 0.212883 0.148551 0.146533 0.142565 0.141563 0.128884 0.122363 0.118097
threshold=0.062805486842989935 0.00017767510871635753 0.0041444667149335155 0.0033348383149132137 0.0035485138650983576 0.057509137317538268 0.0098710241727530974 0.00075379351619631063 0.0015833032084628942 0.0026012937305495147 0.00093549740267917525 0.001792412775103003 0.0020292587578296666 0.0013146653072908523 0.00017767510871635753 0.0010918468469753864 0.0051502294372767219 0.00038414125447161501 0.0013146653072908523 0.0010918468469753864 0.00017767510871635753 0.0034400182776153092 0.00064626874518580746
decision_type=2 2 2 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 11 7 8 -7 -10 -9 -1 13 14 15 -13 -15 18 20 22 -16 -21 -18
right_child=1 2 -4 -5 -6 6 -8 10 9 -11 -12 12 -14 16 17 -17 19 -19 -20 21 -22 -23 -24
leaf_value=-0.00015946726669413102 0.0031921826428716509 -0.0015651135254072886 -0.0017186176015274734 0.0027617674112715867 0.0010050697162441514 0.0014744405609618998 -0.0021213852062537905 0.0023822538058346928 -0.0031281891990870871 -0.00056334062893741773 0.0007034645093409004 0.002143548303387414 0.0002628214805527894 -0.00043553886240381488 -0.00088590911775798483 -0.0015915933308879818 0.0021224070776192602 0.00020379870428455186 -0.006014201797426403 0.0010508124174375859 -0.0042465905755267692 0.0043213029449297854 -0.0010987845558003224
leaf_weight=4693.1841278076172 46.322342753410339 54.493350982666016 59.9406898021698 41.070185303688049 63.611433506011963 72.827106714248657 53.253504633903503 120.48688650131226 42.602803707122803 81.095705628395081 136.2921541929245 78.225650191307068 2946.8284827470779 540.29572904109955 73.168674111366272 74.457315802574158 41.167775988578796 47.757370471954346 30.71225643157959 78.225650191307068 46.761500835418701 45.082496404647827 92.13676929473877
leaf_count=2276 15 27 35 15 24 25 30 41 24 41 43 31 1522 349 39 38 19 20 21 31 33 18 63
internal_value=0 0.00051585 -4.99425e-05 0.000578432 -0.000180809 -1.47319e-05 0.000391586 0.000686806 -0.000364201 -0.0014467 0.00149119 -3.81528e-05 0.000100889 -0.000314783 -0.00110857 0.000322071 3.49251e-05 -0.00220955 -0.00297464 0.00102548 -0.00219626 0.00224653 -0.000104
internal_weight=0 265.438 219.116 159.175 118.105 9294.56 506.558 453.305 196.526 123.699 256.779 8788 4094.82 1147.99 351.083 152.683 796.908 198.4 150.642 256.613 119.93 123.308 133.305
internal_count=4780 116 101 66 51 4664 204 174 90 65 84 4460 2184 662 182 69 480 113 93 131 72 49 82
is_linear=0
shrinkage=0.05


Tree=372
num_leaves=24
num_cat=0
split_feature=93 26 28 96 58 142 27 88 129 15 127 53 87 106 145 125 104 116 133 140 52 53 144
split_gain=0.0317578 0.102181 0.166534 0.128907 0.163022 0.143264 0.117141 0.146967 0.251572 0.160575 0.129729 0.175793 0.217076 0.177635 0.182017 0.145422 0.169339 0.300797 0.199682 0.155778 0.319293 0.126831 0.11816
threshold=0.000490355829242617 0.00017767510871635753 0.00017767510871635753 0.011169348377734424 0.0053125319536775359 0.0049928687512874612 0.0013560238294303419 0.0034400182776153092 0.00077738583786413084 0.0058306583669036635 0.00017767510871635753 0.00017767510871635753 0.0058306583669036635 0.0035485138650983576 0.00055427959887310873 0.00017767510871635753 0.0025217677466571335 0.0056525857653468856 0.0054799309000372895 0.0060143163427710542 0.0053125319536775359 0.013032016810029747 0.00082683752407319855
decision_type=2 2 2 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 7 10 9 -9 11 -1 13 14 -13 19 18 -18 -17 -12 -21 -8 -16
right_child=-2 2 -4 4 -6 -7 21 8 -10 -11 15 12 -14 -15 22 16 17 -19 -20 20 -22 -23 -24
leaf_value=0.0014653796069848909 -6.8421453691250016e-05 -0.0032780781148673715 -0.00018833136468963518 0.0021967740963337694 0.0029251072242535824 -0.0016034537608576101 -0.00037894441924661587 0.0016489113986119172 0.00046018201665468577 0.0057879361303809496 0.0014233259635665419 -0.00027256583477913487 0.0020207763247780115 -0.00021534282363665352 -0.0046022515035994173 -0.0020147751136314726 0.0044831063876979394 -0.00028401596630341319 0.0021277737343394589 -0.0046590276624680722 0.0010218297441787071 0.00083954688250700035 -0.0013354451257233696
leaf_weight=121.92191421985626 6113.6819970607758 54.590941667556763 216.8311482667923 43.745059370994568 95.319559574127197 57.265815734863281 1305.6135773658752 50.529835224151611 210.63191652297974 43.696264028549194 78.030468821525574 77.034599184989929 67.672539949417114 289.46307361125946 74.798883199691772 54.590941667556763 91.404839158058167 51.867272257804871 62.273996472358704 45.326473116874695 54.444555640220642 255.32405018806458 43.940240740776062
leaf_count=46 2967 31 115 17 32 33 772 26 130 15 23 36 29 132 52 31 33 27 23 28 25 132 25
internal_value=0 0.000121378 -0.00080977 0.000200982 0.00144193 4.23214e-05 0.000119185 0.000448214 0.00142086 0.00356834 0.000181745 -0.000253161 -0.000632116 -0.0010021 -0.00216536 0.000851904 0.00160517 0.00275732 0.000192671 -0.000250175 -0.00155901 -0.000179635 -0.00339335
internal_weight=0 3446.32 271.422 3174.9 196.33 101.011 2978.57 1417.63 304.858 94.2261 1112.77 674.831 552.909 485.237 195.774 437.939 260.137 143.272 116.865 177.801 99.771 1560.94 118.739
internal_count=4780 1813 146 1667 82 50 1585 681 171 41 510 320 274 245 113 190 114 60 54 76 53 904 77
is_linear=0
shrinkage=0.05


Tree=373
num_leaves=24
num_cat=0
split_feature=93 106 27 125 75 81 100 128 108 62 145 58 106 96 39 101 46 40 133 122 32 143 46
split_gain=0.0286614 0.101859 0.178791 0.201329 0.175943 0.167209 0.170183 0.128442 0.123851 0.122843 0.119298 0.122916 0.146744 0.129087 0.117511 0.117362 0.159205 0.174948 0.224301 0.159046 0.236396 0.136613 0.126658
threshold=0.000490355829242617 0.0030382014811038975 0.00064626874518580746 0.0013986918493174019 0.00042089859198313212 0.0021592099219560628 0.0068083447404205808 0.0010918468469753864 0.0087224207818508166 0.00093549740267917525 0.0087224207818508166 0.004017772153019906 0.000490355829242617 0.0020932231564074759 0.00040826165059115743 0.0013146653072908523 0.0028552538715302949 0.013439828064292671 0.0054799309000372895 0.00040826165059115743 0.000490355829242617 0.010180860292166473 0.01884530205279589
decision_type=2 2 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 7 8 -3 10 -1 -12 -13 -14 -5 19 -17 18 -18 21 -21 -4 -23
right_child=-2 2 15 14 -6 -7 -8 -9 -10 -11 11 12 13 -15 -16 16 17 -19 -20 20 -22 22 -24
leaf_value=-0.00023204430454586405 -6.5000381256586937e-05 -0.0039793450452885737 -0.0014666383945875537 0.0041369014214999965 -0.0012328135292069987 0.0031435874180715502 0.002109279075252849 0.0016262085195878897 -0.00015902580584218744 -0.0020104638123702267 -0.00068054348013264852 0.0035937837006512242 -0.00042532760293521513 0.0029627115273690974 0.0012697812837412868 -0.00096344303719038339 0.00038954843998762617 -0.0007616060044969864 0.0032992602654523737 0.0027003478707808551 -0.001265246024766087 -0.00064626954100131611 0.0025429869185404964
leaf_weight=1459.4387990236282 6113.6819970607758 37.301850914955139 317.23651647567749 74.066953063011169 101.25485181808472 79.46549654006958 91.209657788276672 39.781543612480164 49.192398190498352 83.868170380592346 85.4007887840271 62.322791814804077 89.120327830314636 41.070185303688049 69.058772325515747 118.39755654335022 136.78010761737823 89.16912317276001 128.41391801834106 86.20147705078125 66.627874970436096 94.518871307373047 46.419933438301086
leaf_count=834 2967 22 194 22 60 28 25 16 25 47 56 25 47 15 32 63 63 49 43 35 40 53 19
internal_value=0 0.000115309 0.000403072 0.00114513 0.000567039 0.00118076 0.000463571 -0.000725133 -0.00180659 -0.000141465 -5.12417e-05 0.000898225 0.00159858 0.000643471 0.0027535 3.24194e-05 0.000623936 0.0011543 0.00179851 -0.000425262 0.000971497 -0.000891167 0.000404151
internal_weight=0 3446.32 1625.1 541.332 398.206 296.951 217.485 126.276 86.4942 1821.22 1737.35 277.914 192.513 130.191 143.126 1083.77 472.761 354.363 265.194 611.005 152.829 458.175 140.939
internal_count=4780 1813 789 230 176 116 88 63 47 1024 977 143 87 62 54 559 218 155 106 341 75 266 72
is_linear=0
shrinkage=0.05


Tree=374
num_leaves=24
num_cat=0
split_feature=7 138 4 28 125 27 5 3 107 0 126 52 121 60 121 88 58 50 50 108 102 91 110
split_gain=0.0297009 0.130581 0.126745 0.153441 0.202869 0.168587 0.244031 0.131318 0.15097 0.150086 0.217276 0.138896 0.216425 0.204368 0.180768 0.159335 0.173672 0.138428 0.23145 0.137393 0.124796 0.120652 0.119318
threshold=0.00062670491752214741 0.0032328735105693345 0.001792412775103003 0.001792412775103003 0.015200819820165636 0.0046923852059990176 0.00038414125447161501 0.0060143163427710542 0.00017767510871635753 0.013439828064292671 0.00039601318712811922 0.00899649551138282 0.012636432424187662 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.021960759535431865 0.00017767510871635753 0.00047558375808876013 0.0051502294372767219 0.00017767510871635753 0.00057154725072905432 0.015675474889576439
decision_type=2 2 2 2 2 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 20 11 -11 15 13 14 -13 17 -17 19 -19 -10 -1 -6 -4
right_child=-2 -3 22 5 21 -7 -8 -9 9 10 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0014997382883178189 8.8175302282276767e-05 -0.0011442555077163068 0.00049304061278576845 -0.0005314084781001191 -0.0038098088198173733 -0.00056285346638084528 -0.0061017557345925434 0.0021871862728702961 -0.0040388971118410213 -0.0030293185934031613 0.00017823043125433815 -0.0019993897692528891 0.0012720670123337464 -0.00070342345488619978 -0.0072845948425262486 0.00049217478355620869 0.0034373087856088484 0.0031564735510325884 -0.00022680890433537219 -0.00040853171282020158 -0.00074112618763386845 -0.00085402316846508268 -0.0012885875339748419
leaf_weight=251.81965529918671 4777.5668609142303 275.77596843242645 1323.5392308235168 39.927929639816284 52.111248970031738 211.28621876239777 38.736878633499146 67.672539949417114 45.375268459320068 107.94203698635101 103.34418177604675 36.013209223747253 60.838968753814697 90.311378836631775 29.374819397926331 503.1313943862915 55.586811304092407 53.009527921676636 1089.4677871465683 61.229331493377686 82.481938004493713 102.29951679706573 101.15726113319397
leaf_count=96 2667 163 538 22 37 103 27 29 30 65 38 23 18 42 20 225 18 20 416 34 44 49 56
internal_value=0 -8.80856e-05 -2.34554e-05 -0.000203738 -9.00461e-05 -0.00129851 -0.00327441 1.30764e-05 -4.41733e-05 -0.000192365 -0.00146044 -6.00119e-05 -0.0012567 -0.00224481 -0.00437371 8.33276e-05 0.000785186 -0.000230616 -6.98288e-05 -0.00195376 0.000946852 -0.00185156 0.00036654
internal_weight=0 4782.43 4506.66 3081.96 2792.01 289.951 78.6648 2637.6 2569.93 2235.62 211.286 2024.34 216.538 155.699 65.388 1807.8 558.718 1249.08 1142.48 106.605 334.302 154.411 1424.7
internal_count=4780 2113 1950 1356 1204 152 49 1118 1089 949 103 846 103 85 43 743 243 500 436 64 140 86 594
is_linear=0
shrinkage=0.05


Tree=375
num_leaves=24
num_cat=0
split_feature=42 86 100 57 135 46 117 138 131 96 129 129 131 71 42 11 108 83 116 80 39 10 143
split_gain=0.0289884 0.106754 0.167883 0.125592 0.123024 0.136333 0.169727 0.179902 0.143142 0.177456 0.137533 0.170313 0.157817 0.148234 0.136245 0.227396 0.174494 0.170226 0.243503 0.196544 0.287077 0.168017 0.159601
threshold=0.004017772153019906 0.0012745757703669371 0.0013986918493174019 0.00087947337306104611 0.00064626874518580746 0.0038949446752667431 0.0036604277556762104 0.0012745757703669371 0.0063990866765379914 0.00066645268816500913 0.0018488886416889729 0.00017767510871635753 0.00082683752407319855 0.0079489401541650313 0.00093549740267917525 0.00070876078098081063 0.021960759535431865 0.0092791137285530585 0.00046126570669002836 0.0016846025246195497 0.00244467705488205 0.0011615398107096555 0.0044099434744566688
decision_type=2 2 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 8 7 -7 9 -6 11 12 13 -11 16 -16 17 19 -19 -1 21 -21 -17
right_child=-2 2 -4 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15 15 22 -18 18 -20 20 -22 -23 -24
leaf_value=-0.00062344965950477543 -0.00010497328176701372 -9.583652345718917e-05 -0.0010471658337726012 0.0020394725644568615 0.0015799700556316278 0.0012411129755276859 0.00059358329483889425 0.0047453944151822748 0.0020704310905669339 -0.0023503323615820045 -0.0027293038510432998 0.0011292776855312591 -0.0031930457752470335 0.00015982275893977978 0.001282568008508218 -0.0010319038214470922 0.0016339633727582509 -0.0039868644432585251 -0.00078866135878674377 0.00088913768967917046 -0.0021040432717865255 0.0039298987602729802 0.00033922398636879755
leaf_weight=695.81991791725159 3896.2845766544342 454.94373559951782 498.73759031295776 81.144500970840454 117.95839846134186 118.2511705160141 806.72073125839233 53.058323264122009 76.985803842544556 76.038729548454285 64.099386930465698 153.92281234264374 59.989485144615173 259.64909613132477 427.62941360473633 312.44347989559174 100.9132844209671 74.701292514801025 292.77228713035583 151.15034759044647 60.08707582950592 64.948870539665222 661.74965262413025
leaf_count=373 1904 295 314 43 45 57 344 22 34 49 44 66 37 94 198 159 46 48 160 60 41 25 322
internal_value=0 7.22151e-05 -0.000386895 0.000227373 0.000174853 0.000499964 0.000897111 0.00232647 1.96277e-05 -0.00019616 -0.000537548 -0.000281925 -0.000830898 -0.000408768 -2.95187e-05 0.000321391 -0.000371032 -0.000522084 -0.0014388 -0.000175512 0.000953017 0.00180304 -0.000100524
internal_weight=0 5663.72 1034.83 536.088 4628.89 1786.67 978.03 171.309 808.644 731.658 613.7 549.6 395.677 335.688 2842.22 1401.82 1440.39 1339.48 367.474 972.006 276.186 216.099 974.193
internal_count=4780 2876 652 338 2224 792 423 79 369 335 290 246 180 143 1432 679 753 707 208 499 126 85 481
is_linear=0
shrinkage=0.05


Tree=376
num_leaves=24
num_cat=0
split_feature=150 108 101 126 27 92 87 84 34 37 21 102 78 38 73 45 44 140 38 110 142 70 140
split_gain=0.0270123 0.131658 0.275466 0.132863 0.1466 0.215372 0.253052 0.198917 0.243695 0.32189 0.265119 0.187349 0.252721 0.173778 0.159435 0.153636 0.145533 0.141785 0.140374 0.137637 0.135683 0.133697 0.139336
threshold=0.0019672545604407792 0.0038949446752667431 0.14610802382230761 0.0016846025246195497 0.0013560238294303419 0.0014427106943912806 0.00070876078098081063 0.00017767510871635753 0.0041444667149335155 0.007706565549597145 0.000490355829242617 0.00096484774257987748 0.00017767510871635753 0.00017767510871635753 0.00087947337306104611 0.0031340263085439806 0.0033348383149132137 0.0060143163427710542 0.00093549740267917525 0.00044738779251929378 0.0037758676335215573 0.00039601318712811922 0.0068083447404205808
decision_type=2 2 2 2 2 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 11 8 9 14 -10 12 17 -7 -6 -12 -8 -2 21 -9 -21 -5 -23
right_child=1 -3 -4 18 7 13 16 19 10 -11 15 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24
leaf_value=9.377543501040754e-05 0.00059971450439974712 0.00012452270959488826 -0.0041923169679012771 -0.00054776691388591723 -0.0063354157977873029 0.0019355687322539596 0.0027628157816887637 -0.00092707281139468411 0.0032723627911102589 0.0016598621753861774 0.00016725141411343136 0.00058034083721715047 -0.004963555090052846 -0.00061126111422952741 -0.0026602407202816684 -0.0019917721844504841 -0.00010213636768773558 -0.0028008120421875531 0.0012378629843401165 0.0022762973189307065 4.7663061574595169e-05 -0.0016992262624539102 -0.0054887608968090659
leaf_weight=4258.543701171875 66.091126203536987 3226.0911065340042 46.46872878074646 82.286756634712219 45.472859144210815 259.64909613132477 74.164543747901917 174.32593524456024 41.070185303688049 31.854512095451355 154.16678905487061 84.961630702018738 58.700843453407288 90.262583494186401 84.06335175037384 177.00080931186676 110.17775297164917 57.168225049972534 39.781543612480164 106.11664652824402 191.61502599716187 58.554457426071167 41.411752700805664
leaf_count=2275 18 1505 21 36 34 94 26 95 15 14 76 38 38 40 55 97 49 29 16 44 104 32 29
internal_value=0 -7.53278e-05 -0.000385989 -0.000298811 -0.000156974 0.00034762 -0.00037426 -0.000558957 -0.00122034 -0.00284306 -0.000516778 -0.00135822 -0.00226339 0.00127859 -0.00395039 -0.000986693 0.00105049 -0.000977465 -0.00145305 0.000188691 0.000841986 -0.00204041 -0.00326907
internal_weight=0 5301.46 2075.37 2028.9 1806.86 801.176 451.264 1005.69 533.629 161.391 372.238 266.922 181.96 349.912 129.536 331.168 184.342 123.259 222.035 472.058 297.732 182.253 99.9662
internal_count=4780 2505 1000 979 866 332 198 534 291 103 188 123 85 134 89 173 75 47 113 243 148 97 61
is_linear=0
shrinkage=0.05


Tree=377
num_leaves=24
num_cat=0
split_feature=129 58 57 114 54 120 103 76 100 107 11 0 73 33 136 143 138 50 51 42 148 146 83
split_gain=0.0274457 0.0817798 0.0394375 0.0400062 0.0388066 0.136123 0.13274 0.195677 0.18301 0.205107 0.137004 0.141501 0.161405 0.13555 0.144691 0.125859 0.12046 0.176645 0.147008 0.16747 0.130544 0.127223 0.127093
threshold=0.059226244688034065 0.0035485138650983576 0.00040826165059115743 0.0033348383149132137 0.0023699469165876512 0.0016331639490090313 0.00017767510871635753 0.00017767510871635753 0.024810968898236755 0.0058306583669036635 0.00044738779251929378 0.00050559637020342063 0.0010585968848317864 0.017724351026117805 0.00040826165059115743 0.0063990866765379914 0.00057154725072905432 0.00244467705488205 0.0068083447404205808 0.0020932231564074759 0.023343417793512348 0.011519505176693203 0.020658296532928947
decision_type=2 2 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 16 -6 8 9 -8 -9 -12 13 14 -13 -11 20 -18 -19 21 -1 -20 -22
right_child=1 -3 -4 -5 6 -7 7 10 -10 15 11 12 -14 -15 -16 -17 17 18 19 -21 22 -23 -24
leaf_value=-0.00016424701133844945 -0.0020057341114389708 -0.0027745933093651794 0.0014263072265207452 -7.5860920931848164e-05 8.3067698023567383e-05 -0.0012749506920399015 -0.0023054913814118251 -0.0024316223333799855 0.0016906821268981604 0.0017191955464857811 0.0016112634350350194 -0.0036324818786774649 0.00036814288777717449 0.00094265787393415634 -0.00087748767126857852 -0.0018226993060566198 -0.00017652866934732069 0.00050244584556528437 0.0018815234469936595 0.0033246989745659879 0.00045052386458992855 -0.00066192703536258773 0.0030573318831543807
leaf_weight=2279.1546308994293 33.435925841331482 34.675772190093994 33.289539813995361 136.41857743263245 3525.0027370452881 167.58995473384857 311.78917765617371 58.554457426071167 45.033701062202454 60.985354781150818 127.12527632713318 66.627874970436096 494.15969789028168 63.513842821121216 167.39477336406708 42.602803707122803 578.93501698970795 687.3073422908783 135.29628455638885 115.18593370914459 261.767258644104 77.229780554771423 56.924248337745667
leaf_count=1011 25 22 19 102 1809 88 186 32 16 24 44 40 234 20 80 24 372 347 56 39 127 44 19
internal_value=0 -0.000530412 -0.00014734 -0.000455757 1.35314e-05 0.000122378 -8.20809e-05 -0.000486974 -0.00133684 -0.00166507 -8.66281e-05 6.28132e-05 -0.000185827 -0.00110588 -0.00166185 0.000262517 0.000178244 0.000520427 0.000917949 0.00178938 -3.17092e-05 0.00095726 0.000916148
internal_weight=0 237.82 203.144 169.855 9322.18 4359.39 4962.79 1437.79 460.411 415.377 977.376 918.821 791.696 297.536 234.023 103.588 4191.8 1593.95 1015.02 327.712 2597.85 212.526 318.692
internal_count=4780 168 146 127 4612 2103 2509 700 250 234 450 418 374 140 120 48 2015 858 486 139 1157 100 146
is_linear=0
shrinkage=0.05


Tree=378
num_leaves=24
num_cat=0
split_feature=71 15 96 81 20 50 149 86 85 70 19 83 143 144 107 146 46 71 94 51 51 102 141
split_gain=0.028465 0.0926446 0.215202 0.206347 0.19424 0.296093 0.177193 0.153575 0.222789 0.149869 0.147157 0.168759 0.152892 0.144796 0.141423 0.134392 0.151224 0.144959 0.13435 0.131423 0.280434 0.226001 0.208138
threshold=0.0079489401541650313 0.0037758676335215573 0.0018488886416889729 0.0021592099219560628 0.00043393640953581786 0.007706565549597145 0.000490355829242617 0.00017767510871635753 0.00068727668258361529 0.00017767510871635753 0.0072436286136507997 0.0038949446752667431 0.0070226341485977182 0.0014881226234138014 0.00244467705488205 0.0036604277556762104 0.096724390983581557 0.055838862434029586 0.0012745757703669371 0.0011261500185355546 0.0018488886416889729 0.0012357163941487672 0.00085274505545385193
decision_type=2 2 2 2 2 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 -6 8 10 -7 14 -12 -13 -10 -4 16 -3 -18 -8 22 -21 -22 -17
right_child=1 15 7 -5 6 9 18 -9 13 -11 11 12 -14 -15 -16 19 17 -19 -20 20 21 -23 -24
leaf_value=0.00010192598730342548 -0.0046481848674096811 -0.00015741491546389147 0.0015935782112541626 -0.0017756092129981296 -0.0015920307354080031 0.00056301825603945123 0.0037689974033679116 -0.00063902664490710244 0.00014528449769001398 -0.0022280270615118183 0.00047901518587457957 -0.0051444010789147695 -0.00069130534920104571 0.0033255890227665771 -0.00057460260573550159 -0.0034768984787198857 -0.00025549306002802452 -0.0048305884017659307 0.00063785217685783855 0.0021974657553224092 0.0010071965416624312 -0.00025343663130932156 -1.6650370060945295e-05
leaf_weight=3990.5661177635193 48.001347184181213 1628.3972465991974 181.32585525512695 397.94185936450958 49.338784217834473 152.29260325431824 56.875452995300293 393.3927994966507 54.395760297775269 70.298618674278259 75.453185439109802 37.350646257400513 39.830338954925537 104.63282346725464 128.51150870323181 51.916067600250244 34.626976847648621 34.626976847648621 86.152681708335876 218.57891082763672 613.81706357002258 844.9008983373642 266.77543938159943
leaf_count=2324 30 709 59 219 31 53 17 194 23 29 25 24 18 37 47 29 20 20 33 79 241 402 117
internal_value=0 -7.30312e-05 -0.000359191 -0.000940671 -0.000222991 -0.00108651 0.000991684 0.000134059 0.000623401 -0.000318448 6.82755e-05 -0.00120247 -0.00284632 0.00223777 0.00069428 7.22937e-05 -0.000254734 -0.00254304 0.00188296 0.000350441 0.000527292 0.000277028 -0.000580338
internal_weight=0 5569.43 1875.79 860.901 462.959 270.593 192.367 1014.89 621.5 222.591 462.472 152.634 77.181 159.029 309.837 3693.64 1697.65 69.254 143.028 1995.99 1677.3 1458.72 318.692
internal_count=4780 2456 839 412 193 112 81 427 233 82 173 67 42 60 106 1617 749 40 50 868 722 643 146
is_linear=0
shrinkage=0.05


Tree=379
num_leaves=24
num_cat=0
split_feature=49 132 10 10 93 125 124 5 106 36 0 99 34 68 143 32 32 58 116 143 87 22 116
split_gain=0.0271231 0.0872043 0.0316944 0.114922 0.224205 0.193811 0.241473 0.155349 0.151105 0.230136 0.189901 0.159009 0.156435 0.147543 0.180622 0.168985 0.120446 0.117512 0.116576 0.107894 0.154383 0.187252 0.219649
threshold=0.01693275943398476 0.007706565549597145 0.0058306583669036635 0.0035485138650983576 0.0012745757703669371 0.0041444667149335155 0.00073092587990686308 0.0053125319536775359 0.0035485138650983576 0.00017767510871635753 0.0023699469165876512 0.00099512818269431613 0.0010263677686452868 0.0014881226234138014 0.00899649551138282 0.00062670491752214741 0.00087947337306104611 0.0035485138650983576 0.0010585968848317864 0.0056525857653468856 0.0011615398107096555 0.00066645268816500913 0.012636432424187662
decision_type=2 2 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 7 -7 13 9 12 -10 -11 -6 -5 18 -16 -14 -8 -15 -4 -21 22 -22
right_child=1 -3 19 4 8 6 17 -9 10 11 -12 -13 16 14 15 -17 -18 -19 -20 20 21 -23 -24
leaf_value=-4.3415824193952267e-05 -0.0022569099920109305 0.0013260337014357726 0.00013489246931676013 -0.0029224981381856859 -0.00024607570899390168 0.0045319926695369149 -0.00033788724553663447 0.0021884156936000715 0.0017216776409342003 0.0025369096149538469 -0.00044194032640838929 -0.00099330201327139413 -0.0059904550275437984 0.001739955102421251 0.0030258191657832911 -0.00045448565636500626 -0.0018004401288520733 0.0024097162465465884 -0.0016227578708614453 2.8973236182613531e-05 -0.0024252518116240573 -0.00013432148815257114 0.00024055770401981266
leaf_weight=4305.5602717399597 46.810296177864075 26.651149988174438 2120.3988564014435 38.736878633499146 37.106669545173645 79.416701197624207 71.977623105049133 104.48643743991852 168.39064300060272 47.806165814399719 254.98248279094696 95.856308341026306 41.411752700805664 33.240744471549988 86.152681708335876 58.603252768516541 29.277228713035583 84.71765398979187 114.72681283950806 945.89181065559387 282.51194894313812 378.92496883869171 106.36062324047089
leaf_count=2157 35 16 1016 27 14 26 44 31 67 22 118 54 29 17 33 34 16 28 74 505 170 193 54
internal_value=0 -0.00095705 7.41117e-06 8.26809e-05 0.00048577 0.0011322 0.00228595 0.000507316 -0.000158003 -0.00112883 0.000418608 0.000181437 -0.00287505 -2.26175e-05 0.000361131 0.00161685 -0.00425508 0.00114761 -0.000867328 -0.000103556 -0.000398596 -0.000925341 -0.00169613
internal_weight=0 73.4614 9486.54 5652.45 1346.89 672.059 236.112 435.947 674.831 251.458 423.373 143.662 107.796 331.46 292.723 144.756 70.689 156.695 147.968 3834.09 1713.69 767.798 388.873
internal_count=4780 51 4729 2791 634 314 98 216 320 135 185 76 59 185 158 67 45 72 91 1938 922 417 224
is_linear=0
shrinkage=0.05


Tree=380
num_leaves=24
num_cat=0
split_feature=84 107 88 141 95 59 79 83 38 140 69 53 133 124 99 87 95 70 99 30 144 0 110
split_gain=0.0275404 0.0708898 0.0596791 0.0337894 0.0854727 0.123055 0.109459 0.154063 0.198956 0.13124 0.15407 0.131962 0.120748 0.173777 0.111924 0.138081 0.0843199 0.0962334 0.0841761 0.115746 0.0976526 0.102023 0.0939911
threshold=0.013439828064292671 0.0014427106943912806 0.0023699469165876512 0.0005893622583243997 0.00899649551138282 0.0098710241727530974 0.00017767510871635753 0.0014427106943912806 0.00017767510871635753 0.0038949446752667431 0.00747153488919139 0.0014881226234138014 0.00017767510871635753 0.00899649551138282 0.004017772153019906 0.00017767510871635753 0.034632634371519096 0.00046126570669002836 0.00017767510871635753 0.00044738779251929378 0.0053125319536775359 0.0058306583669036635 0.015675474889576439
decision_type=2 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 6 16 7 -1 9 11 14 -9 13 -8 15 -11 17 -6 19 -14 21 -21 -20
right_child=1 2 -4 -5 5 -7 12 8 -10 10 -12 -13 18 -15 -16 -17 -18 -19 22 20 -22 -23 -24
leaf_value=0.0025449664401570198 0.0010411015894358018 -0.0029774398514676031 -0.0001436764815022286 -3.6683476254531696e-05 0.0035357626164180022 -0.0010504672254468305 -0.005111118699747964 0.00031217509217715945 -0.0032042472174544792 0.0010591588511307856 0.0037157093069117922 -0.0030651091247156717 -0.00085328835017477081 -0.00021332199345137004 0.0028788431389647831 -0.0013824392347186688 6.0215969549008236e-05 0.0011202614764735245 -0.00061700538458295164 0.00087193878232708847 -0.00021436241464086654 0.0042339238905854887 0.0016950859374598279
leaf_weight=84.71765398979187 35.915618538856506 40.025520324707031 34.675772190093994 7649.3547070026398 67.47735857963562 61.180536150932312 30.761051774024963 84.815244674682617 38.688083291053772 165.66697359085083 46.273547410964966 43.891445398330688 75.843548178672791 44.037831425666809 46.273547410964966 89.022737145423889 75.745957493782043 106.01905584335327 552.20623910427094 45.180087089538574 49.387579560279846 45.082496404647827 47.757370471954346
leaf_count=28 19 26 22 3858 21 32 23 32 25 63 13 23 41 29 13 43 37 40 299 22 33 18 20
internal_value=0 -0.000784363 -0.00166203 9.18196e-06 0.000204091 0.00095884 4.68063e-05 0.000569176 0.000243925 0.000524217 0.00102971 -0.000839543 -0.00030487 -0.00222754 0.000616731 0.000205737 0.00145206 0.00205971 -0.00012851 0.000719125 0.0015731 0.00255111 -0.000432962
internal_weight=0 110.617 74.7013 9449.38 1800.03 310.423 1489.61 599.349 514.632 475.943 347.237 128.707 890.256 74.7989 300.963 254.69 249.242 173.496 815.457 215.494 139.65 90.2626 599.964
internal_count=4780 67 48 4713 855 130 725 240 212 187 132 55 485 52 119 106 98 61 433 114 73 40 319
is_linear=0
shrinkage=0.05


Tree=381
num_leaves=24
num_cat=0
split_feature=125 32 128 91 98 60 33 101 71 52 51 141 52 125 121 33 58 103 43 99 93 100 1
split_gain=0.0273447 0.0764635 0.0800756 0.117197 0.0903384 0.0809341 0.0448725 0.0476112 0.0569586 0.0507401 0.0517965 0.0408208 0.0859648 0.0833312 0.0720449 0.0861477 0.154351 0.0871302 0.0854042 0.168762 0.238709 0.199878 0.198601
threshold=0.027182282879948619 0.00055427959887310873 0.0098710241727530974 0.00075379351619631063 0.0072436286136507997 0.0045489775948226461 0.0081988852471113222 0.0035485138650983576 0.012636432424187662 0.0037758676335215573 0.0011261500185355546 0.0005893622583243997 0.028884131461381916 0.015200819820165636 0.04273676127195359 0.0098710241727530974 0.017188700847327713 0.00087947337306104611 0.0045489775948226461 0.0068083447404205808 0.00057154725072905432 0.0044099434744566688 0.0005375427135732026
decision_type=2 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 7 8 9 10 -3 12 13 -1 18 -16 17 -17 -13 21 -21 -20 -22
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12 14 -14 -15 15 16 -18 -19 19 20 22 -23 -24
leaf_value=0.00019189635633269953 0.0017390192066732057 -0.0024889629747041173 -0.00017880723235559075 0.003381685847131033 0.0011308527104071705 0.0010378911093631173 0.00079764577867876766 -0.00259019023192843 -0.0027495570749165202 0.00060127571349913192 -0.00027699243941345343 -2.006169866883531e-05 0.0022579613087039025 -0.0020107412208541036 0.0010710986731916675 0.001676566894565235 -0.002181720723256579 -0.00068088023387923198 -0.0016685708674921741 0.0027969352463177348 -0.0027855670271979267 -0.000281005159129427 0.00040247187559264006
leaf_weight=1650.9185320138931 82.237961292266846 42.797985076904297 50.725016593933105 42.456417679786682 104.58402812480927 66.383898258209229 34.529386162757874 45.472859144210815 32.098488807678223 69.107567667961121 69.351544380187988 5090.8598244190216 49.046012163162231 44.086626768112183 286.90575301647186 88.583579063415527 70.201027989387512 70.298618674278259 392.05536246299744 84.57126796245575 59.891894459724426 767.83746659755707 264.99884426593781
leaf_count=771 34 32 34 18 35 30 16 34 24 34 44 2807 19 31 81 25 25 29 193 22 33 311 98
internal_value=0 0.000315764 0.00010582 0.00144347 -0.000162621 -0.000538659 -0.000895417 -0.00112128 -0.000808211 -0.000464422 -0.00112111 -2.26461e-05 0.000194319 0.000134606 -7.53756e-05 0.000493803 -0.000229208 0.000633497 -0.000119472 -0.00044195 0.000430717 -0.000750016 -0.000185226
internal_weight=0 639.745 557.507 93.1814 464.326 359.742 293.358 258.828 213.356 181.257 112.15 8920.25 1744.05 1695.01 7176.2 515.989 229.083 158.882 6660.21 1569.35 409.462 1159.89 324.891
internal_count=4780 335 301 52 249 214 184 168 134 110 76 4445 821 802 3624 160 79 54 3464 657 153 504 131
is_linear=0
shrinkage=0.05


Tree=382
num_leaves=24
num_cat=0
split_feature=133 84 140 133 108 19 68 100 147 115 47 23 68 40 135 150 0 53 18 125 116 27 133
split_gain=0.0272291 0.123258 0.092802 0.0921683 0.111738 0.133175 0.195501 0.174584 0.121058 0.134023 0.118249 0.114917 0.105996 0.0971561 0.116808 0.137857 0.196558 0.157157 0.13028 0.14456 0.119164 0.135427 0.097778
threshold=0.010829726699739696 0.0032328735105693345 0.0068083447404205808 0.013860232196748258 0.0005375427135732026 0.0072436286136507997 0.0014881226234138014 0.013032016810029747 0.00747153488919139 0.0028552538715302949 0.0056525857653468856 0.020035739988088611 0.019431582652032379 0.00047558375808876013 0.00017767510871635753 0.0017376682371832433 0.0038949446752667431 0.0037758676335215573 0.0015833032084628942 0.00075379351619631063 0.00070876078098081063 0.0020292587578296666 0.029773407615721229
decision_type=2 2 2 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 8 -7 10 9 11 -8 -6 13 -5 15 20 17 -17 19 -16 -15 -22 -18
right_child=1 2 -4 12 5 6 7 -9 -10 -11 -12 -13 -14 14 18 16 22 -19 -20 -21 21 -23 -24
leaf_value=-4.4189653430118214e-05 0.0023483216135214359 0.0005392269312574883 0.0036004765744434754 0.0019990068791590184 0.0014873078661634077 -0.0040665089247498374 0.0003401600504400271 0.0026735401284591282 -0.00089121341259978568 0.0033269830833535675 -0.0033287394599738531 -0.0014028566159813994 -0.0020150578123954333 0.0022803862350776745 -0.0016424522784298807 -0.0065007806868506756 -0.0015203903840736584 -0.0018963459642287025 -0.00066208121447674541 0.00099665369967546092 -0.0024251586105427311 0.00026139641990046168 0.0014791066554407119
leaf_weight=7502.5294053554535 79.514291882514954 57.119429707527161 43.696264028549194 55.733197331428528 131.18638277053833 36.110799908638 53.20470929145813 43.696264028549194 70.737776756286621 68.912386298179626 37.399441599845886 46.615114808082581 71.92882776260376 46.371138095855713 58.45686674118042 30.761051774024963 79.904654622077942 46.615114808082581 264.88129079341888 461.81723237037659 65.33923327922821 166.30131304264069 41.167775988578796
leaf_count=3760 30 27 15 24 49 27 28 15 47 26 26 27 42 17 28 23 46 27 147 200 41 89 19
internal_value=0 0.000161137 0.00186606 7.32917e-05 0.000610277 0.000327002 -0.000800511 7.7653e-05 0.000932262 0.00145509 -0.00117428 0.000729579 -0.000146012 -4.39595e-05 -0.00013421 -0.000751809 -0.00175846 -0.00372685 0.000240572 0.000700129 -3.3248e-05 -0.000496405 -0.000500483
internal_weight=0 2057.47 100.816 1956.65 567.377 487.863 170.411 134.3 317.452 246.714 90.6042 177.801 1389.28 1317.35 1261.62 476.46 198.449 77.3762 785.155 520.274 278.012 231.641 121.072
internal_count=4780 1020 42 978 275 245 96 69 149 102 54 76 703 661 637 262 115 50 375 228 147 130 65
is_linear=0
shrinkage=0.05


Tree=383
num_leaves=24
num_cat=0
split_feature=134 50 56 9 103 9 94 98 56 149 17 22 131 79 40 28 17 113 79 87 117 47 45
split_gain=0.0290665 0.111745 0.108831 0.121296 0.15298 0.132911 0.169653 0.132469 0.120828 0.198267 0.153941 0.19804 0.160783 0.141521 0.107125 0.151532 0.134227 0.121862 0.105054 0.100653 0.100626 0.172702 0.138626
threshold=0.00017767510871635753 0.12767273932695392 0.00073092587990686308 0.0020932231564074759 0.00050559637020342063 0.0013560238294303419 0.0019672545604407792 0.012636432424187662 0.0012745757703669371 0.0084566329605877417 0.00057154725072905432 0.00052132029668428015 0.0037758676335215573 0.0033348383149132137 0.00080172589514404546 0.001792412775103003 0.0087224207818508166 0.00093549740267917525 0.00068727668258361529 0.00038414125447161501 0.066585760563611998 0.0005375427135732026 0.0016846025246195497
decision_type=2 2 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 20 -1 18 -6 10 -10 19 12 13 -12 -8 16 17 -16 -7 -4 21 -5 -23
right_child=1 -3 8 4 7 6 14 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=-0.00010624204474349738 9.1225002451141742e-05 0.0019002568654915492 0.00090860393619134928 0.0013886172206249731 -0.0012754337415474054 0.00064576046941737216 0.0034470196920216092 -0.005063052756334098 0.0002139246806035298 -0.0036230366546284656 0.0033173256280865171 0.00043220572146793489 0.0050673983556062249 -0.00034381349223993577 -0.00082846855574984953 -0.00053738107289966392 0.0040862657078981832 0.0022744910698959445 -0.002348120007648087 -0.0019732221674805856 0.0011564143879392397 -0.0035936757589589128 -0.00079735094910185684
leaf_weight=5949.8892092704773 1651.0937505960464 90.018606781959534 62.566768527030945 75.550776124000549 69.253953695297241 58.359276056289673 51.623295545578003 34.626976847648621 341.45676910877228 37.350646257400513 60.936559438705444 176.90321862697601 54.395760297775269 46.566319465637207 53.155913949012756 105.071981549263 48.948421478271484 78.176854848861694 58.847229480743408 58.749638795852661 83.477807641029358 53.448686003684998 259.53154265880585
leaf_count=2927 832 30 35 29 40 24 17 20 218 24 22 93 23 25 26 55 15 29 44 40 31 38 143
internal_value=0 0.000184755 -4.11413e-05 -0.000105812 -0.000800875 -4.33082e-05 0.000781138 -0.00253797 0.000496928 -0.000164402 0.00104139 0.00158866 0.00285229 0.00173145 0.00135105 0.000971873 0.0018515 0.00101859 -0.000857412 -0.000486972 -0.00041857 -0.000756964 -0.00127489
internal_weight=0 1741.11 7818.89 6979.96 575.89 6404.07 454.183 103.881 838.926 378.807 460.118 338.802 161.899 107.503 336.976 285.353 180.281 131.333 117.207 121.316 472.009 388.531 312.98
internal_count=4780 862 3918 3438 301 3137 210 60 480 242 238 163 70 47 142 125 70 55 68 75 241 210 181
is_linear=0
shrinkage=0.05


Tree=384
num_leaves=24
num_cat=0
split_feature=110 4 8 39 135 49 29 10 93 136 28 128 42 93 10 79 68 113 61 100 40 1 60
split_gain=0.0271196 0.160724 0.145062 0.0974302 0.0792116 0.0711688 0.102792 0.0800645 0.040592 0.0394207 0.0806768 0.0599336 0.0587396 0.0562336 0.131651 0.128872 0.130649 0.178282 0.161792 0.193447 0.189125 0.136526 0.127811
threshold=0.024066280573606495 0.0012745757703669371 0.0053125319536775359 0.0063990866765379914 0.0053125319536775359 0.000490355829242617 0.0087224207818508166 0.017724351026117805 0.0038949446752667431 0.0044099434744566688 0.0005893622583243997 0.00039601318712811922 0.0023699469165876512 0.000490355829242617 0.0020292587578296666 0.0049928687512874612 0.0045489775948226461 0.00050559637020342063 0.0010263677686452868 0.00057154725072905432 0.0014427106943912806 0.00070876078098081063 0.00073092587990686308
decision_type=2 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 8 6 -2 -8 -3 13 12 -12 -11 14 -1 16 18 -18 -16 21 -21 -20 -22
right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 19 20 22 -23 -24
leaf_value=-0.00027775454939826084 -0.0015648830323869299 -0.00094533353927601135 0.0032750802381886707 0.0013375039599014238 0.00054949096565908115 0.0024412837670041432 -0.00036695948742862831 0.0026776771819292163 -0.0027356086472056524 0.0021474352317146328 0.0012085945039673977 -0.00084788198446781367 0.00037632281805628147 -0.00013951495310422844 6.6763512695664255e-05 -0.00028402954187819578 -0.0010661828566506249 0.00061663475741328695 0.0051352269365787032 -0.00069563371986091271 0.00043322506074046547 0.0014923977857254445 0.0032190449989788206
leaf_weight=1265.6080198287964 59.989485144615173 65.290437936782837 64.948870539665222 50.578630566596985 49.241193532943726 38.492901921272278 43.940240740776062 42.456417679786682 61.473308205604553 88.583579063415527 49.046012163162231 127.61322975158691 99.283075332641602 5425.6227618455887 202.11934089660645 546.59255146980286 202.60729432106018 705.20193994045258 62.22520112991333 94.226099252700806 69.058772325515747 43.842650055885315 101.95794939994812
leaf_count=693 37 39 25 28 27 17 25 18 44 25 19 64 33 2643 104 338 124 327 21 41 32 21 35
internal_value=0 0.000367722 0.00124233 -0.000596607 -0.00115241 0.000528215 2.51647e-05 0.00112921 -0.00181352 -1.92861e-05 0.000490132 -0.000276941 0.00121144 -4.05838e-05 0.000122396 0.000372137 0.000614269 0.000241059 0.00120511 0.00182475 0.00110306 0.00362948 0.00209409
internal_weight=0 476.411 249.828 226.584 176.005 184.879 146.386 86.3967 126.764 9083.59 364.526 176.659 187.867 8719.06 3293.44 2027.83 1481.24 907.809 573.43 371.311 265.243 106.068 171.017
internal_count=4780 260 122 138 110 97 80 43 83 4520 141 83 58 4379 1736 1043 705 451 254 150 108 42 67
is_linear=0
shrinkage=0.05


Tree=385
num_leaves=24
num_cat=0
split_feature=44 78 110 107 148 50 34 135 104 108 104 10 140 149 118 148 78 142 123 117 19 119 5
split_gain=0.0279568 0.078894 0.0842709 0.067408 0.112424 0.108521 0.10392 0.101652 0.100956 0.0913462 0.0827859 0.15341 0.111118 0.121622 0.0934999 0.138901 0.0805188 0.0664194 0.0506333 0.0758019 0.0474584 0.10072 0.114761
threshold=0.019431582652032379 0.019431582652032379 0.00017767510871635753 0.013032016810029747 0.020035739988088611 0.015200819820165636 0.0060143163427710542 0.0027679565828293566 0.0033348383149132137 0.0068083447404205808 0.0015833032084628942 0.0013986918493174019 0.013860232196748258 0.0070226341485977182 0.00042089859198313212 0.0079489401541650313 0.0022272822679951791 0.0044099434744566688 0.00017767510871635753 0.0042751494329422721 0.0072436286136507997 0.0003614811430452392 0.00066645268816500913
decision_type=2 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 -3 4 10 7 -6 -5 -8 -10 18 -12 14 -14 15 17 -16 -13 19 -2 -1 22 -22
right_child=1 2 -4 5 6 -7 8 -9 9 -11 11 12 13 -15 16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=3.2001874968747819e-05 -0.0007031065587109113 0.0029962645202282756 0.00031819432071597282 -0.0017065721126498243 0.0027693798361352133 0.0024923139647436816 0.0018437624688616757 0.001292649136521867 -0.0019373707307272729 0.00048244257907773365 0.0028509403402743748 0.0013005266676942477 -0.00032913796899071391 -0.0035682145238342903 0.0019559250689100442 -0.0027053797629141532 -9.9824503439690664e-05 -0.0013035577309207652 -3.1264859231433708e-05 -0.0033551498132866177 -5.7745912743867822e-05 0.00066974084585839488 -0.00090910446642204464
leaf_weight=6375.5557161569595 53.155913949012756 50.334653854370117 70.542595386505127 49.289988875389099 51.672090888023376 71.392078995704651 74.164543747901917 66.188716888427734 59.989485144615173 111.46639466285706 39.683952927589417 63.562638163566589 67.867721319198608 50.578630566596985 84.668858647346497 61.375717520713806 108.88911128044128 39.830338954925537 43.793854713439941 54.639737010002136 999.34049665927887 256.56389653682709 655.45283019542694
leaf_count=3206 26 18 39 29 19 20 26 22 37 48 12 22 37 28 26 40 50 18 19 33 543 129 333
internal_value=0 0.000218148 0.00143337 9.06603e-05 -7.76035e-05 0.000959879 0.000731252 1.2486e-05 0.000302483 -0.000364209 -0.000437558 -0.000136006 -0.000384623 -0.00171228 5.4239e-05 -0.000821156 0.00079943 0.000297349 -0.00146493 -0.00204738 -3.35133e-05 -0.000252047 -0.000394963
internal_weight=0 1273.09 120.877 1152.21 965.339 186.871 297.293 115.479 245.62 171.456 668.046 516.457 476.773 118.446 358.327 164.769 193.558 103.393 151.59 107.796 8286.91 1911.36 1654.79
internal_count=4780 569 57 512 441 71 130 51 111 85 311 233 221 65 156 80 76 40 78 59 4211 1005 876
is_linear=0
shrinkage=0.05


Tree=386
num_leaves=24
num_cat=0
split_feature=16 3 147 3 53 94 0 131 68 51 56 88 19 124 71 36 52 128 24 52 52 91 29
split_gain=0.0260236 0.0412671 0.0554316 0.0547341 0.16944 0.181963 0.322758 0.135329 0.103066 0.095043 0.0968871 0.0785142 0.0724593 0.0659224 0.0614597 0.0477116 0.0851904 0.0519278 0.0469104 0.0461594 0.107713 0.136584 0.161356
threshold=0.005485186818987132 0.011519505176693203 0.037906534969806678 0.0053125319536775359 0.0033348383149132137 0.0025217677466571335 0.0051502294372767219 0.011880517937242987 0.0023699469165876512 0.00080172589514404546 0.0010585968848317864 0.0095705352723598498 0.0034400182776153092 0.08153740689158441 0.0048403022810816774 0.013439828064292671 0.00899649551138282 0.020035739988088611 0.0020292587578296666 0.0017376682371832433 0.0026012937305495147 0.0028552538715302949 0.0023699469165876512
decision_type=2 2 2 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 6 8 9 -5 -6 -11 -8 14 15 -7 17 -17 19 -15 -1 21 22 -21
right_child=-2 2 -4 4 7 12 11 -9 -10 10 -12 -13 -14 18 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00014534612019023721 0.001004074145719373 -0.0011751321944319941 -1.2227603953712366e-05 0.0016620964603364955 0.00077955717304978127 -9.5369606528488392e-05 0.0057978282083319434 0.0016925777521401041 -0.0016816261200813928 -0.0025834398671005705 0.00051514461282508174 0.0028905051824685865 0.0011319422318625566 -0.00038614910832757664 -0.0029974190451233338 -0.0013510032017767576 0.0012576640308654078 -0.0017260018463785541 -0.0030781137023749637 -0.00056073565205119996 4.7300553281944495e-06 -0.00022885449396254471 0.0014314350414459103
leaf_weight=2718.5370755195618 64.099386930465698 173.72042834758759 249.85674858093262 51.964862942695618 46.615114808082581 52.062453627586365 46.371138095855713 53.155913949012756 41.411752700805664 104.1737025976181 33.289539813995361 46.517524123191833 65.241642594337463 35.96441388130188 28.086177706718445 146.72771096229553 39.781543612480164 42.651599049568176 29.423614740371704 127.75961577892303 4531.8422001600266 333.54970037937164 497.19610214233398
leaf_count=1314 44 124 177 31 27 35 17 26 29 72 19 23 37 21 21 94 16 26 22 70 2175 163 197
internal_value=0 -6.77772e-06 -0.000489166 1.57445e-05 0.000490558 0.00122037 0.00225508 -0.000529721 0.000179183 -0.00117145 -0.00183305 0.00434188 -0.000105244 -1.60211e-05 -0.00111232 -3.76595e-06 -0.000794587 1.41089e-05 -0.00159749 2.31502e-05 0.000106581 0.000588135 0.00102418
internal_weight=0 9495.9 423.577 9072.32 568.89 331.656 186.265 237.234 93.3766 184.078 137.463 92.8887 145.39 8503.43 80.1486 8438.05 186.509 8251.54 65.388 8208.88 5490.35 958.505 624.956
internal_count=4780 4736 301 4435 337 193 100 144 60 118 91 40 93 4098 56 4055 110 3945 43 3919 2605 430 267
is_linear=0
shrinkage=0.05


Tree=387
num_leaves=24
num_cat=0
split_feature=71 42 104 110 71 8 54 53 7 138 142 59 148 53 101 50 129 92 23 108 143 120 30
split_gain=0.0261433 0.0953639 0.138525 0.186312 0.151052 0.139716 0.109191 0.181743 0.149766 0.162103 0.225175 0.262667 0.2155 0.205891 0.199299 0.266084 0.156132 0.14989 0.14918 0.148988 0.132211 0.130494 0.121685
threshold=0.0079489401541650313 0.00017767510871635753 0.0013146653072908523 0.0035485138650983576 0.025578102096915249 0.00747153488919139 0.0023699469165876512 0.023343417793512348 0.0044099434744566688 0.00057154725072905432 0.011519505176693203 0.0012357163941487672 0.023343417793512348 0.0081988852471113222 0.0022272822679951791 0.021960759535431865 0.013860232196748258 0.011169348377734424 0.030689206905663017 0.0016846025246195497 0.0044099434744566688 0.00038414125447161501 0.00044738779251929378
decision_type=2 2 2 2 2 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 9 10 11 -3 13 14 15 20 21 19 -12 -16 -13 -11 -9
right_child=1 6 -4 -5 -6 -7 -8 22 -10 16 18 12 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=9.7680954273507518e-05 -0.0035970145742808277 0.00066067911257392171 0.0016581846991323029 -0.0040796231862971627 -0.00011575083981004051 2.8255248743381412e-05 -0.00020096585369137638 -0.0029188975064676206 -0.0011738008993462364 0.0018294707393805044 0.0020914718487852835 0.00032719297227933785 0.0015226188507528394 0.00048111389481354067 0.0022303500691920248 -0.0068220914643251909 -0.0014450178153739299 -0.0033418505688785705 -0.00069373916712272253 -0.0013049237352306643 -0.0037369175067179607 -5.7895041226882563e-06 0.00021555536629514518
leaf_weight=3990.5661177635193 70.786572098731995 475.35795152187347 55.684401988983154 43.940240740776062 324.64676201343536 42.554008364677429 2913.5012406110764 71.880032420158386 142.61780917644501 433.29189658164978 209.2168515920639 35.769232511520386 72.875902056694031 106.06785118579865 43.598673343658447 42.70039439201355 52.013658285140991 51.769681572914124 62.420382499694824 94.177303910255432 45.424063801765442 124.7431743144989 54.395760297775269
leaf_count=2324 49 163 22 25 121 22 1340 40 87 161 72 13 27 42 11 28 33 23 29 39 32 54 23
internal_value=0 -6.99896e-05 -0.000702962 -0.000975781 -0.000664394 -0.0022359 -2.36129e-06 0.000270796 0.0003874 0.000507791 0.000179373 -0.000177689 -0.000987069 -0.00142305 -0.00206741 -0.00362689 0.00117501 -0.00104809 0.00145145 -0.0001862 -0.0019465 0.00141922 -0.00156867
internal_weight=0 5569.43 537.612 481.928 437.987 113.341 5031.82 2118.32 1992.04 1849.43 1239.38 967.741 492.383 419.507 313.439 123.894 610.049 189.546 271.637 137.776 81.1933 558.035 126.276
internal_count=4780 2456 239 217 192 71 2217 877 814 727 479 378 215 188 146 73 248 73 101 50 45 215 63
is_linear=0
shrinkage=0.05


Tree=388
num_leaves=24
num_cat=0
split_feature=127 81 99 25 150 110 21 100 77 87 3 11 105 117 76 53 108 109 106 117 108 94 3
split_gain=0.0257535 0.0758602 0.120479 0.101798 0.0321971 0.131648 0.200565 0.104224 0.0949171 0.100278 0.0753296 0.0750469 0.0565907 0.0543172 0.0436236 0.0932661 0.0901125 0.119306 0.113004 0.20329 0.1757 0.0931094 0.104603
threshold=0.062805486842989935 0.004017772153019906 0.0011615398107096555 0.0014881226234138014 0.014740333426743748 0.00096484774257987748 0.0056525857653468856 0.010829726699739696 0.00017767510871635753 0.00038414125447161501 0.00044738779251929378 0.0019071503775194289 0.0028552538715302949 0.014293605927377941 0.00040826165059115743 0.12945349514484408 0.0016846025246195497 0.0066005610860884198 0.0019071503775194289 0.014293605927377941 0.0038949446752667431 0.0033348383149132137 0.00096484774257987748
decision_type=2 2 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 14 6 7 -6 9 -7 11 -8 -10 -11 15 -1 17 -16 19 20 -18 22 -19
right_child=1 3 -4 -5 5 8 10 -9 12 13 -12 -13 -14 -15 16 -17 18 21 -20 -21 -22 -23 -24
leaf_value=-3.7459801101203252e-05 -0.00014557226085692485 0.00088944530241574977 0.0028392189708539434 -0.0019212764961218246 -0.00095998361685373517 0.0024767496348537033 -0.00068498941985919244 -0.0038695004712153598 -0.001536456754437372 -0.00082963189123575289 -0.0017587759848162285 0.001774997437240556 0.00032416272556660595 0.0011474469620475073 0.0002233017905087393 -0.0017697301212437522 -0.0026954338524438006 -0.0048239092676373961 0.00018691629558214518 0.0034223706203916973 0.0014570957710281964 -0.00028223515511724304 -0.00093022340942031231
leaf_weight=6046.1447501182556 69.107567667961121 71.538465023040771 66.188716888427734 58.603252768516541 53.155913949012756 72.778311371803284 58.359276056289673 73.119878768920898 83.91696572303772 67.623744606971741 45.326473116874695 66.139921545982361 79.660677909851074 71.440874338150024 172.98849821090698 78.713603615760803 37.44823694229126 37.350646257400513 2004.7737646102905 78.128059506416321 79.660677909851074 55.781992673873901 32.049693465232849
leaf_count=3105 34 26 22 34 26 23 24 37 49 27 28 20 36 22 94 51 28 24 959 27 36 26 22
internal_value=0 0.000485615 0.00131463 -0.000376232 -1.38684e-05 -0.000347344 -0.00113563 -0.00264474 0.000274395 0.000973011 -1.35221e-05 0.000621873 -0.000630354 0.000186042 1.21011e-05 -5.97221e-05 0.000188192 -0.000627508 0.000298745 0.00144705 0.00012923 -0.00180323 -0.00302577
internal_weight=0 265.438 135.296 130.142 9294.56 671.522 296.101 126.276 375.421 211.843 169.826 124.499 163.578 139.065 8623.04 6124.86 2498.18 298.171 2200.01 195.237 117.109 125.182 69.4003
internal_count=4780 116 56 60 4664 292 135 63 157 72 72 44 85 49 4372 3156 1216 166 1050 91 64 72 46
is_linear=0
shrinkage=0.05


Tree=389
num_leaves=24
num_cat=0
split_feature=31 21 70 72 97 30 56 28 57 78 133 146 57 5 103 103 148 136 46 75 59 43 63
split_gain=0.0254448 0.104664 0.111891 0.101596 0.15516 0.0696345 0.0580096 0.0408349 0.0374947 0.0949242 0.0627889 0.0572876 0.0546301 0.0978358 0.0564023 0.0932641 0.130629 0.346663 0.196135 0.320831 0.118589 0.158546 0.0966741
threshold=0.039062514901161201 0.001792412775103003 0.00073092587990686308 0.0062037324532866487 0.00057154725072905432 0.00050559637020342063 0.0011615398107096555 0.0010918468469753864 0.0023699469165876512 0.0015833032084628942 0.012252715881913902 0.0072436286136507997 0.0013560238294303419 0.00057154725072905432 0.00096484774257987748 0.0010918468469753864 0.0016331639490090313 0.0003614811430452392 0.00064626874518580746 0.00042089859198313212 0.0012357163941487672 0.0081988852471113222 0.0034400182776153092
decision_type=2 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 -3 -2 -5 -4 12 -10 11 -11 14 -14 -1 22 -17 18 -18 -20 -21 -22 -16
right_child=1 3 7 6 -6 -7 -8 -9 9 10 -12 -13 13 -15 15 16 17 -19 19 20 21 -23 -24
leaf_value=6.5217571619177864e-05 -0.0048043591088855015 0.0026287781634670962 -0.0014128857796744086 -0.0027637201852809181 -0.00092264207691495248 -0.001400584126421852 0.00035070407604681232 0.00061355888597735728 -0.0027551963506198909 5.1587833362271029e-05 0.0016976352861733678 -0.0024088133439974981 0.0019501824770380334 -0.00044217773536264494 -0.0036264373181880299 0.00068369100560040311 0.0007270811051599094 0.00047339939358690612 -0.0053091607417501486 0.00065894914190327161 -0.0009888146415044229 -0.0038674595299253768 -0.00011371699090357039
leaf_weight=7569.4988477230072 29.374819397926331 75.453185439109802 46.663910150527954 32.098488807678223 51.916067600250244 30.761051774024963 27.988587021827698 53.20470929145813 42.651599049568176 81.193296313285828 37.253055572509766 33.387130498886108 98.140819668769836 75.69716215133667 41.362957358360291 317.95957684516907 79.563087224960327 448.44286203384399 61.278126835823059 59.696713089942932 161.19554162025452 68.014107346534729 37.204260230064392
leaf_count=3814 20 25 29 24 29 23 17 28 26 45 20 23 40 35 27 116 32 190 36 25 95 43 18
internal_value=0 -0.000420027 -0.00135932 0.000381711 0.00118121 -0.00306324 -0.00131302 -0.000333303 1.58418e-05 -0.000671035 -8.55719e-05 -0.000665339 3.06551e-05 0.000908437 1.34018e-05 -0.00029429 -0.00018468 -0.000499085 -0.00151387 -0.00202303 -0.00132603 -0.001843 -0.00196304
internal_weight=0 347.461 160.004 187.456 127.369 60.1359 60.0871 99.8686 9212.54 194.485 151.833 114.58 9018.05 173.838 8844.22 1274.72 1196.15 878.19 429.748 350.184 288.906 229.21 78.5672
internal_count=4780 195 100 95 54 43 41 57 4585 114 88 68 4471 75 4396 582 537 421 231 199 163 138 45
is_linear=0
shrinkage=0.05


Tree=390
num_leaves=24
num_cat=0
split_feature=136 118 120 95 13 107 110 99 5 99 113 9 58 75 150 23 10 21 98 66 58 146 11
split_gain=0.0259165 0.115977 0.0965374 0.130246 0.151456 0.0882399 0.0819764 0.151158 0.169286 0.136084 0.110977 0.0849696 0.155996 0.080524 0.0764945 0.280577 0.142992 0.0908296 0.0866393 0.0823328 0.137184 0.130471 0.0870879
threshold=0.00082683752407319855 0.00017767510871635753 0.00082683752407319855 0.0019071503775194289 0.00044738779251929378 0.0035485138650983576 0.00096484774257987748 0.00040826165059115743 0.0026833302108570938 0.0068083447404205808 0.0038949446752667431 0.00037263428384903824 0.0035485138650983576 0.00093549740267917525 0.0022272822679951791 0.015675474889576439 0.00090704852482303988 0.000490355829242617 0.0051502294372767219 0.00050559637020342063 0.0045489775948226461 0.00899649551138282 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 -4 -5 9 -8 10 11 -9 -2 -13 -7 15 16 -3 -18 -19 20 -16 22 -22
right_child=1 14 3 5 -6 13 7 8 -10 -11 -12 12 -14 -15 19 -17 17 18 -20 -21 21 -23 -24
leaf_value=3.7426011964625796e-06 -3.9715890003121272e-05 0.0013717651586260347 -0.0018244538158478556 0.0037406872691072551 0.0016238643671414072 0.0029094621523483525 0.0022299866292563413 -5.4999558813903638e-05 0.0015790256104116036 0.0012584447351986442 -0.0031562552792348481 0.00010862045669722974 -0.0041867794081276374 0.00028894315106448178 -0.00075977322734397756 -0.0045454920456033804 -0.0033833530800888435 -0.0017442570383875257 0.00079090382445332974 -0.0008764640316919238 -9.3212456882956233e-06 -0.00065786452038468757 0.0022469935518584891
leaf_weight=7477.0981389284134 90.164992809295654 74.21333909034729 71.880032420158386 43.745059370994568 57.168225049972534 43.696264028549194 129.70255970954895 83.624193668365479 105.92146515846252 92.693480849266052 44.037831425666809 38.639287948608398 46.663910150527954 89.071532487869263 234.21782970428467 50.773811936378479 38.736878633499146 77.473757266998291 59.647917747497559 310.15896856784821 61.034150123596191 96.754587292671204 142.88174867630005
leaf_count=3794 36 28 40 17 29 15 42 37 36 32 29 23 29 45 128 36 27 54 23 173 26 37 44
internal_value=0 -0.000172269 3.93415e-05 0.000910448 -0.000296853 0.0017931 0.000371825 0.000861288 0.000101286 -0.000291264 -0.0011248 -0.00110992 -0.00224112 0.0011514 -0.000472094 -0.00115676 -0.000468728 -0.00124543 -0.000641462 -0.000228344 0.000147473 0.000854204 0.00157166
internal_weight=0 1777.34 7782.66 305.561 129.048 176.513 631.448 363.286 233.583 268.162 127.662 175.468 85.3032 132.768 1145.89 300.846 250.072 175.859 137.122 845.047 534.888 300.67 203.916
internal_count=4780 840 3940 146 69 77 264 144 102 120 66 88 52 60 576 168 132 104 77 408 235 107 70
is_linear=0
shrinkage=0.05


Tree=391
num_leaves=24
num_cat=0
split_feature=84 34 143 142 99 73 106 135 20 87 33 91 10 87 22 146 109 144 34 105 115 11 45
split_gain=0.0250182 0.0636499 0.0317187 0.092882 0.174859 0.221467 0.192594 0.158754 0.148636 0.157592 0.126036 0.117492 0.107999 0.128525 0.134343 0.171336 0.12614 0.132511 0.204266 0.130178 0.134822 0.135564 0.123729
threshold=0.013439828064292671 0.0025217677466571335 0.0056525857653468856 0.0056525857653468856 0.00017767510871635753 0.0010585968848317864 0.0035485138650983576 0.00057154725072905432 0.00038414125447161501 0.00043393640953581786 0.0053125319536775359 0.0020292587578296666 0.0058306583669036635 0.0011615398107096555 0.00066645268816500913 0.00244467705488205 0.0026012937305495147 0.00044738779251929378 0.0018488886416889729 0.0036604277556762104 0.0020292587578296666 0.0087224207818508166 0.021960759535431865
decision_type=2 2 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 7 -6 9 -4 -7 -8 22 16 15 -15 -14 18 -18 20 -19 -22 -5
right_child=1 -3 3 12 5 10 11 -9 -10 -11 -12 -13 13 14 -16 -17 17 19 -20 -21 21 -23 -24
leaf_value=9.1882428234997944e-05 0.00027878513786326104 -0.0021491476086793865 0.00046357228592709991 0.00018938244788026259 -0.0059554851277738644 -0.00095662934380664935 0.00014784310958634037 -0.0017684776799807699 -0.0013543357026077252 0.0041616484525858468 0.00071588205859672875 -0.0025591338430900404 -0.0020706877757592241 -0.0044716510619095245 -0.00011135649596711466 -0.0011079220707683342 0.0036709102197176567 -0.0036969602686482239 0.00044944487822330535 0.00057449324505520413 -0.0018505263817177272 0.0020813914842775414 0.0026681747358587079
leaf_weight=5181.9452822208405 63.855410218238831 46.761500835418701 79.807063937187195 2028.437305688858 46.810296177864075 263.98301184177399 90.311378836631775 43.842650055885315 53.35109531879425 45.082496404647827 196.47682070732117 72.07521378993988 58.700843453407288 44.135422110557556 307.19132244586945 266.1211371421814 60.985354781150818 46.761500835418701 254.78730142116547 162.38659262657166 60.038280487060547 34.529386162757874 51.623295545578003
leaf_count=2504 34 33 42 1014 35 164 42 21 34 18 88 48 38 33 159 144 24 33 110 90 39 16 17
internal_value=0 -0.000747584 8.75141e-06 -9.21945e-05 -0.000546047 -0.000895993 -0.0020843 -0.00393052 0.000854791 0.0017985 -0.000242974 -0.00105365 2.76973e-05 -0.000330642 -0.000852554 -0.00158643 0.000144524 0.000354431 0.00107161 -0.000391217 -0.00150081 -0.00041487 0.000250902
internal_weight=0 110.617 9449.38 4267.44 891.74 713.499 253.04 90.6529 178.241 124.89 460.46 162.387 3375.7 1295.64 617.448 310.257 678.189 619.488 315.773 303.716 141.329 94.5677 2080.06
internal_count=4780 67 4713 2209 492 398 146 56 94 60 252 90 1717 686 336 177 350 312 134 178 88 55 1031
is_linear=0
shrinkage=0.05


Tree=392
num_leaves=24
num_cat=0
split_feature=133 84 117 19 115 78 32 36 98 0 78 45 42 94 18 47 107 150 97 117 7 65 32
split_gain=0.0251038 0.104426 0.0880776 0.149798 0.179201 0.157783 0.147059 0.11176 0.0960559 0.162424 0.112442 0.133736 0.111477 0.141906 0.130636 0.100632 0.167762 0.0870432 0.0960803 0.0845966 0.103508 0.0833026 0.10713
threshold=0.010829726699739696 0.0032328735105693345 0.0031340263085439806 0.0063990866765379914 0.0046923852059990176 0.012252715881913902 0.0026833302108570938 0.00096484774257987748 0.0013986918493174019 0.00068727668258361529 0.000490355829242617 0.00747153488919139 0.0020932231564074759 0.0019672545604407792 0.0045489775948226461 0.0036604277556762104 0.0021592099219560628 0.0017376682371832433 0.00073092587990686308 0.0042751494329422721 0.0072436286136507997 0.0011261500185355546 0.0042751494329422721
decision_type=2 2 2 2 2 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 -6 19 -10 -11 12 13 -12 17 16 21 -14 -19 -4 -21 -15 -23
right_child=1 -3 8 -5 7 -7 -8 -9 9 10 11 -13 14 15 -16 -17 -18 18 -20 20 -22 22 -24
leaf_value=-4.2430060591073939e-05 0.0035941408989120967 0.0017240029398907714 0.00088214381266479229 -0.00068973862193508304 -0.0025865537630352427 -0.00057941020335674045 0.0010434997940565655 0.00071666953696335135 -0.0025886668813409012 0.0019591672901086272 -0.0026750466746377956 -0.0014380510549684262 0.002516925448613119 -0.0010277462599821512 -0.0011223652101589176 0.0019008998467112876 -0.0032281694370340334 0.0011852078966229761 -0.0011339543911832769 -0.0016034357167448777 0.00099731953328303252 0.002881385200129627 -0.00042254958848173804
leaf_weight=7502.5294053554535 119.19824481010437 100.81569373607635 58.554457426071167 157.23202586174011 42.749189734458923 55.977174043655396 107.45408356189728 63.855410218238831 53.253504633903503 87.343732714653015 56.123560070991516 125.03594636917114 92.742276191711426 70.493800044059753 73.217469453811646 59.647917747497559 42.602803707122803 246.46990716457367 54.542146325111389 246.74271643161774 45.277677774429321 48.948421478271484 49.192398190498352
leaf_count=3760 42 42 32 94 30 34 45 34 30 28 40 66 34 37 41 23 24 92 29 157 26 15 25
internal_value=0 0.00015472 7.38639e-05 0.000612757 0.0011389 0.00179779 0.0023849 -0.000607946 -0.000134964 0.000102397 0.0002448 8.18659e-05 0.000321222 -0.000386761 0.000817005 8.73393e-05 -0.000424763 0.00117763 0.000764985 -0.000852389 -0.00120019 0.000283473 0.00122531
internal_weight=0 2057.47 1956.65 546.466 389.234 282.63 226.652 106.605 1410.19 1059.61 1006.36 919.017 793.981 327.009 466.972 270.885 211.237 393.754 301.012 350.575 292.02 168.635 98.1408
internal_count=4780 1020 978 279 185 121 87 64 699 484 454 426 360 164 196 124 101 155 121 215 183 77 40
is_linear=0
shrinkage=0.05


Tree=393
num_leaves=24
num_cat=0
split_feature=34 118 58 20 42 46 29 33 142 135 72 136 59 4 112 109 42 110 124 61 82 118 33
split_gain=0.0258639 0.0877772 0.0786156 0.0300995 0.0924052 0.11987 0.124895 0.115422 0.120994 0.115957 0.268852 0.147466 0.135617 0.137839 0.126506 0.156914 0.16775 0.123486 0.203447 0.235384 0.125609 0.121955 0.119313
threshold=0.064669914543628707 0.00017767510871635753 0.0035485138650983576 0.00062670491752214741 0.001792412775103003 0.00046126570669002836 0.0036604277556762104 0.017724351026117805 0.0020932231564074759 0.0010918468469753864 0.000490355829242617 0.00017767510871635753 0.0049928687512874612 0.0032328735105693345 0.0079489401541650313 0.02129978779703379 0.0020932231564074759 0.0072436286136507997 0.00017767510871635753 0.0019071503775194289 0.0010918468469753864 0.00085274505545385193 0.0046923852059990176
decision_type=2 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 6 -5 9 -9 14 -11 -12 13 -13 15 16 -6 18 19 -18 -19 22 -20
right_child=1 -3 -4 4 7 -7 -8 8 -10 10 11 12 -14 -15 -16 -17 17 20 21 -21 -22 -23 -24
leaf_value=-9.4787473839424985e-05 -0.0001692216889572433 -0.0010942028530803057 0.0019725086158182323 0.00045225643257495817 -0.0025704292013072789 0.00024269259843653036 0.0031510412999944757 -0.0014270454346232636 0.001242626557459393 -0.0038439637810401502 -0.0010601316383669504 0.00032328095292654497 -0.00095314106435786291 0.0031159136448057592 0.0020185922812102101 -0.0019084670092632643 0.0035410073552850046 0.00069882723610665437 0.00020971635627488637 0.00021493718481509707 -0.0034155287395797027 -0.00051768264529106721 0.002163510999234211
leaf_weight=5107.1752315759659 73.217469453811646 62.664359211921692 103.29538643360138 97.047359347343445 54.68853235244751 1243.8186645507812 76.790622472763062 50.481039881706238 266.48266732692719 59.989485144615173 455.06128907203674 306.70336902141571 181.11071109771729 51.623295545578003 80.900524258613586 101.40123784542084 100.62051236629486 32.000898122787476 348.55427980422974 112.85262703895569 44.135422110557556 448.66687595844269 100.71810305118561
leaf_count=2507 41 39 36 49 35 661 26 24 105 37 246 139 104 17 33 66 34 20 186 51 33 253 38
internal_value=0 0.0005134 0.00108412 -1.31741e-05 8.57458e-05 0.000414576 0.00164441 -8.09815e-05 0.000817443 -0.000195852 -0.000593313 -0.000397229 0.000161985 0.000725609 9.83602e-05 -1.7257e-05 0.000137118 0.000261805 0.000395253 0.00178268 -0.00168622 6.54111e-05 0.000647719
internal_weight=0 239.177 176.513 9320.82 4213.65 1417.66 173.838 2795.99 316.964 2479.03 1054.49 994.499 539.437 358.327 1424.54 1343.64 1242.24 1187.55 1111.41 213.473 76.1363 897.939 449.272
internal_count=4780 116 77 4664 2157 736 75 1421 129 1292 543 506 260 156 749 716 650 615 562 85 53 477 224
is_linear=0
shrinkage=0.05


Tree=394
num_leaves=24
num_cat=0
split_feature=44 7 114 81 42 110 59 71 124 21 42 82 120 71 133 92 113 144 106 4 8 31 145
split_gain=0.0254331 0.0717396 0.0845926 0.144511 0.143821 0.102755 0.0857001 0.138453 0.105842 0.131604 0.0906535 0.0914761 0.0659337 0.0655352 0.0647687 0.0568853 0.0584332 0.057775 0.0551603 0.0471395 0.04449 0.130453 0.133067
threshold=0.019431582652032379 0.0033348383149132137 0.00040826165059115743 0.0021592099219560628 0.0011261500185355546 0.004017772153019906 0.0012357163941487672 0.055838862434029586 0.002945306478068233 0.0037758676335215573 0.0015833032084628942 0.001792412775103003 0.00040826165059115743 0.037906534969806678 0.0054799309000372895 0.0034400182776153092 0.0051502294372767219 0.0053125319536775359 0.0054799309000372895 0.0015833032084628942 0.012252715881913902 0.00017767510871635753 0.0053125319536775359
decision_type=2 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 -2 13 14 7 -4 9 10 -8 -12 -7 -5 18 16 17 -3 -6 -10 -1 -22 -23
right_child=1 15 6 4 5 12 8 -9 19 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24
leaf_value=7.8068700436886628e-06 -0.001895168554745353 -0.0010094724957971247 -0.00068971925276231508 5.5563474647812431e-05 0.0030956128576058489 -0.0012384412751744603 -0.0010449363814792137 0.0026889739562765995 0.0011341046355877096 -0.00037784407995599019 -0.0024045135298420284 -0.0063286978094985978 0.0013532340997210912 -0.0024644620365950015 0.00073139666504511483 0.0021727671978896243 0.0014614638134083076 0.0014828924728732321 0.0012823866713745824 -0.0008637876632460466 0.00023587307058356747 -0.0013895034359797862 0.00091956902379540907
leaf_weight=7413.2427287101746 59.794303774833679 77.376166582107544 79.807063937187195 69.107567667961121 92.498299479484558 61.082945466041565 38.590492606163025 48.899626135826111 66.335102915763855 102.39710748195648 33.387130498886108 26.748740673065186 41.021389961242676 41.167775988578796 113.94608736038208 68.912386298179626 88.827555775642395 33.240744471549988 76.741827130317688 53.20470929145813 440.90619325637817 357.16444611549377 75.599571466445923
leaf_count=3760 29 50 42 34 24 28 21 13 28 53 23 20 13 19 42 26 35 17 24 28 204 216 31
internal_value=0 0.000208069 1.40913e-05 0.000426783 0.000706947 0.00116264 -0.00049594 0.00059395 -0.000933396 -0.00163372 -0.00293629 -0.00415001 -0.000197211 -0.000885208 0.00165295 0.000934324 0.000506415 -0.000260509 0.00227341 0.000244884 -3.19649e-05 -0.000369435 -0.000986131
internal_weight=0 1273.09 1004.73 555.36 495.566 385.291 449.37 128.707 320.663 201.123 98.7264 60.1359 102.104 110.275 283.186 268.357 199.444 110.617 169.24 119.54 8286.91 873.67 432.764
internal_count=4780 569 441 213 184 131 228 55 173 117 64 43 41 53 90 128 102 67 48 56 4211 451 247
is_linear=0
shrinkage=0.05


Tree=395
num_leaves=24
num_cat=0
split_feature=150 99 63 108 145 33 4 43 132 109 93 70 78 8 51 33 145 87 11 67 35 109 4
split_gain=0.0252487 0.109553 0.140249 0.120999 0.12869 0.12679 0.128258 0.120904 0.164002 0.206713 0.232611 0.273594 0.179913 0.141433 0.154136 0.286926 0.140619 0.206557 0.139968 0.155793 0.11244 0.166079 0.132707
threshold=0.0019672545604407792 0.017188700847327713 0.0038949446752667431 0.0038949446752667431 0.0035485138650983576 0.00017767510871635753 0.00747153488919139 0.066585760563611998 0.00055427959887310873 0.0045489775948226461 0.0084566329605877417 0.00039601318712811922 0.0031340263085439806 0.00747153488919139 0.0018488886416889729 0.0020932231564074759 0.0014427106943912806 0.0010263677686452868 0.0012357163941487672 0.000490355829242617 0.00057154725072905432 0.0051502294372767219 0.0012745757703669371
decision_type=2 2 2 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 20 8 9 10 11 -2 -13 14 15 -10 18 -18 -11 -20 21 -7 -22
right_child=1 2 -4 -5 5 6 -8 -9 13 16 -12 12 -14 -15 -16 -17 17 -19 19 -21 22 -23 -24
leaf_value=9.0662429925638771e-05 -0.0042362551151740478 0.0010860428033175815 -0.00058827076872921299 4.9211001672932077e-05 0.0012671455387969592 -0.0012072302046243553 0.00072607849801773427 0.0010383191753863222 0.0046792124856043253 -0.0017429809417407105 -0.0056569087523496587 0.0016519831102794966 -0.0023703925349394328 -0.0012035458686743665 0.00013906642244329784 -0.00069490817455339837 -0.0037788863774078532 -9.6260017920642326e-06 0.0013493022899231215 -0.0018279237850192653 -0.00035993677065871045 -0.005471094093482007 -0.0022831319746554383
leaf_weight=4258.543701171875 55.879583358764648 406.68954193592072 180.62275767326355 2878.7567102909088 51.769681572914124 49.094807505607605 66.335102915763855 173.25243771076202 62.273996472358704 67.770130634307861 38.688083291053772 68.766000270843506 46.663910150527954 98.726363778114319 190.32638430595398 41.314162015914917 61.473308205604553 88.925146460533142 222.78640329837799 46.663910150527954 197.96064376831055 42.70039439201355 164.01680171489716
leaf_count=2275 30 147 84 1369 23 21 28 51 23 33 25 20 29 64 105 25 44 39 90 29 95 28 103
internal_value=0 -7.28271e-05 0.000571122 -0.000153054 -0.000470301 -0.00109263 -0.00132751 -0.00018863 -0.000383604 -0.000843669 -0.0021552 -0.00136438 2.58901e-05 0.000433806 0.000983795 0.00253585 -0.000278846 -0.00155026 0.000288197 0.000799064 -0.00162771 -0.00319065 -0.00123136
internal_weight=0 5301.46 587.312 4714.14 1835.39 571.877 520.108 1263.51 1090.26 697.616 209.998 171.309 115.43 392.641 293.915 103.588 487.619 150.398 337.22 269.45 453.773 91.7952 361.977
internal_count=4780 2505 231 2274 905 298 275 607 556 339 104 79 49 217 153 48 235 83 152 119 247 49 198
is_linear=0
shrinkage=0.05


Tree=396
num_leaves=24
num_cat=0
split_feature=133 84 19 94 94 110 52 30 27 17 4 116 30 72 52 65 37 146 144 147 105 75 117
split_gain=0.025164 0.0934371 0.0969012 0.125897 0.123241 0.225161 0.197263 0.150813 0.139678 0.109596 0.115839 0.100417 0.0980787 0.0977302 0.0953974 0.107997 0.102894 0.0925261 0.145541 0.102753 0.123696 0.0881267 0.0861486
threshold=0.010829726699739696 0.0032328735105693345 0.0054799309000372895 0.00043393640953581786 0.0022272822679951791 0.002945306478068233 0.0070226341485977182 0.00064626874518580746 0.0011980500421486797 0.0018488886416889729 0.001792412775103003 0.024810968898236755 0.00017767510871635753 0.0010263677686452868 0.00047558375808876013 0.0012745757703669371 0.0020932231564074759 0.015675474889576439 0.00060774214216507982 0.00043393640953581786 0.011169348377734424 0.0062037324532866487 0.0042751494329422721
decision_type=2 2 2 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 8 14 -6 12 -11 13 -8 -5 -2 16 22 18 19 -15 -21 -9 -16
right_child=1 -3 3 11 6 -7 9 21 -10 10 -12 -13 -14 17 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-4.2480901260086784e-05 0.0031832796247296489 0.0016393228137182702 -0.0025741491544129559 -0.0021194255525127689 -0.0033980203429630328 0.0030117606065362713 0.0012712319068636279 -0.0020569291107595225 -0.00045683318743341088 0.0032376654215723181 0.00015467035758176268 0.0015660075648480975 -0.0020072056009043369 -4.0010260571821488e-06 0.0018231921087430319 -0.0014443333926880816 0.0029013144019772417 0.0004671149909467207 0.0001981051465394684 -0.0042165034520461392 -0.00078281985757966519 0.00064694605266429818 -0.00085612799350218236
leaf_weight=7502.5294053554535 45.082496404647827 100.81569373607635 57.363406419754028 69.156363010406494 46.663910150527954 106.11664652824402 49.046012163162231 77.424961924552917 299.11790490150452 76.741827130317688 50.529835224151611 77.132189869880676 42.651599049568176 51.769681572914124 55.684401988983154 47.903756499290466 60.838968753814697 322.85020411014557 199.54205751419067 60.135871171951294 46.517524123191833 49.338784217834473 65.046461224555969
leaf_count=3760 18 42 37 36 29 44 19 52 151 24 26 40 26 23 22 26 18 155 106 43 23 31 29
internal_value=0 0.000154906 7.8422e-05 -0.000308989 0.000398005 0.000963528 -0.000110126 0.000421936 -0.000853752 0.00106416 0.00201364 -0.00015189 -0.000253678 -0.00032857 0.00108054 0.000667437 0.00122459 -0.000146657 -0.000700221 -0.00183171 -0.00271888 -0.00100453 0.000379648
internal_weight=0 2057.47 1956.65 884.467 1072.19 507.436 564.751 401.32 345.782 218.969 127.272 827.104 91.6976 749.972 274.556 229.474 181.57 680.815 357.965 158.423 106.653 126.764 120.731
internal_count=4780 1020 978 463 515 240 275 196 180 95 50 426 45 386 113 95 69 350 195 89 66 83 51
is_linear=0
shrinkage=0.05


Tree=397
num_leaves=24
num_cat=0
split_feature=71 42 71 45 81 106 149 144 94 52 39 94 61 67 92 140 33 50 146 132 42 101 35
split_gain=0.0247879 0.122593 0.279298 0.156362 0.128934 0.118908 0.11525 0.0997246 0.131037 0.100357 0.0985656 0.155233 0.0909768 0.131253 0.123324 0.143617 0.116381 0.13982 0.120118 0.111446 0.185207 0.126672 0.112913
threshold=0.010829726699739696 0.00017767510871635753 0.025578102096915249 0.00064626874518580746 0.0018488886416889729 0.00064626874518580746 0.070576477795839324 0.0087224207818508166 0.0016846025246195497 0.00096484774257987748 0.00093549740267917525 0.0014427106943912806 0.00075379351619631063 0.00017767510871635753 0.0041444667149335155 0.0045489775948226461 0.022641776129603389 0.00244467705488205 0.00055427959887310873 0.007706565549597145 0.00047558375808876013 0.013860232196748258 0.00073092587990686308
decision_type=2 2 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 5 -5 10 -1 12 -9 -10 11 -4 13 16 -15 -16 17 -3 -19 20 -14 22 -22
right_child=1 7 3 4 -6 -7 -8 8 9 -11 -12 -13 19 14 15 -17 -18 18 -20 -21 21 -23 -24
leaf_value=0.00010837267719659798 -0.0034064010591736008 0.0034008380052529767 0.00041278350723529951 0.0029220022334567591 -9.5282250048202711e-05 -0.0035337244709799571 -0.0023943051215188148 -0.0035802489684004877 0.0017068127707069868 -0.0011326198691162458 0.0010575273114951369 -0.0031355902895249237 -0.0031768912095223884 0.00041934314886526134 -0.0041202100997337317 -0.00052367858176437492 -0.00080193646987564344 -0.00093638381996077262 0.001015781765549395 0.0017748108741345667 -0.00083283712080131503 0.00069250736288203256 -3.8534776271915421e-05
leaf_weight=4575.8667153120041 86.835816502571106 54.298169612884521 60.887764096260071 54.200578927993774 102.10433542728424 41.21657133102417 46.46872878074646 41.411752700805664 41.118980646133423 127.95479714870453 62.22520112991333 62.420382499694824 49.241193532943726 168.34184765815735 40.074315667152405 90.311378836631775 107.45408356189728 90.213788151741028 622.69116938114166 78.323240876197815 582.54809558391571 444.9872624874115 1928.8037931919098
leaf_count=2634 61 19 20 15 41 21 21 29 17 78 21 29 27 65 28 42 45 38 228 35 251 156 859
internal_value=0 -7.78989e-05 -0.000846126 -0.000265729 0.000950997 -0.00110445 8.3213e-05 2.89808e-06 -0.00105948 -0.000442066 -0.000564785 -0.00138346 5.54236e-05 0.000430137 -0.000474733 -0.00162908 0.000739183 0.000955031 0.000768747 -8.71498e-05 -0.000135671 -8.50162e-05 -0.000222786
internal_weight=0 4937.66 469.891 383.055 156.305 226.75 4622.34 4467.77 210.486 169.074 185.533 123.308 4257.29 1173.38 298.728 130.386 874.657 767.203 712.905 3083.9 3005.58 2956.34 2511.35
internal_count=4780 2125 208 147 56 91 2655 1917 124 95 70 49 1793 465 135 70 330 285 266 1328 1293 1266 1110
is_linear=0
shrinkage=0.05


Tree=398
num_leaves=24
num_cat=0
split_feature=98 71 51 43 58 140 5 109 47 52 125 125 117 96 96 150 88 21 27 25 96 11 147
split_gain=0.0247517 0.078434 0.153152 0.16213 0.114492 0.112915 0.100689 0.0849281 0.185085 0.143465 0.297273 0.16746 0.156094 0.216406 0.396671 0.137838 0.134044 0.129256 0.140876 0.100399 0.261933 0.176198 0.140332
threshold=0.010180860292166473 0.015200819820165636 0.0049928687512874612 0.024810968898236755 0.001792412775103003 0.0051502294372767219 0.00038414125447161501 0.011519505176693203 0.0020292587578296666 0.0017376682371832433 0.00090704852482303988 0.0022975050378590827 0.0031340263085439806 0.00080172589514404546 0.0020932231564074759 0.0015349716995842757 0.00080172589514404546 0.00066645268816500913 0.00017767510871635753 0.0014881226234138014 0.0023699469165876512 0.0054799309000372895 0.00085274505545385193
decision_type=2 2 2 2 2 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 9 -9 10 12 -12 -3 15 -15 -14 17 -10 -19 -11 21 -21 -22
right_child=1 7 -4 -5 5 6 -8 8 16 19 11 -13 13 14 -16 -17 -18 18 -20 20 22 -23 -24
leaf_value=5.3557713128017171e-05 -0.0017145070104398496 0.0015457476195644667 -0.0033697972740106062 -0.0026201863955393999 -0.0010920018083576944 0.0032771346128618699 0.00054670993976182396 -0.0032504511834707244 -0.0022722799019623797 0.00080822561446035931 -0.0043277401712835612 -0.00096963200571287917 -0.00093944633972209684 -0.0053233162457561054 -0.00013505100633647523 0.0023949936283816629 -0.0019789782889508725 -0.00175934547444709 0.00068585219116175529 -0.00067510872072736093 -0.0015382487124770373 -0.0042889249581895836 0.0014357305169464176
leaf_weight=6624.365576505661 69.205158352851868 142.7841579914093 49.241193532943726 67.818925976753235 70.44500470161438 46.322342753410339 124.54799294471741 55.830788016319275 53.107118606567383 794.31339800357819 63.806614875793457 88.778760433197021 50.334653854370117 50.481039881706238 136.34094953536987 80.656547546386719 94.470075964927673 68.961181640625 403.91707718372345 122.01950490474701 49.094807505607605 46.615114808082581 206.54197752475739
leaf_count=3663 38 40 27 35 35 15 46 28 24 266 32 33 18 24 45 23 51 28 141 50 21 27 70
internal_value=0 -0.000120855 -0.000746792 -0.000405405 7.83117e-05 0.000592462 0.00128692 -1.41433e-05 -0.000492991 0.000162647 -0.000461147 -0.00237389 0.000172502 -0.000444457 -0.00153697 0.0011137 -0.000244865 6.65924e-05 0.000329262 0.000476535 -0.000144451 -0.00167406 0.000864581
internal_weight=0 2935.63 427.581 378.339 310.52 241.315 170.87 2508.05 676.286 1831.77 613.183 152.585 460.597 317.813 186.822 130.991 620.455 525.985 472.878 1218.58 424.271 168.635 255.637
internal_count=4780 1117 196 169 134 96 61 921 272 649 215 65 150 110 69 41 244 193 169 434 168 77 91
is_linear=0
shrinkage=0.05


Tree=399
num_leaves=24
num_cat=0
split_feature=106 52 104 29 140 127 32 50 47 75 147 144 52 147 110 4 77 98 85 32 49 117 36
split_gain=0.0240582 0.118707 0.0966468 0.101596 0.103793 0.0940675 0.100894 0.0864942 0.0778533 0.0748098 0.0630209 0.0719734 0.060431 0.0963295 0.0807725 0.0676651 0.0584347 0.0845601 0.166178 0.0629671 0.0484358 0.0801523 0.0580011
threshold=0.00017767510871635753 0.0017376682371832433 0.0033348383149132137 0.0013986918493174019 0.00060774214216507982 0.00087947337306104611 0.00017767510871635753 0.0053125319536775359 0.0005375427135732026 0.00064626874518580746 0.00068727668258361529 0.00017767510871635753 0.00062670491752214741 0.0015833032084628942 0.00096484774257987748 0.0021592099219560628 0.0054799309000372895 0.015675474889576439 0.00017767510871635753 0.00043393640953581786 0.0081988852471113222 0.010829726699739696 0.00096484774257987748
decision_type=2 2 2 2 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 7 -3 12 -7 -8 -12 13 -2 15 -14 17 18 -1 -18 22 -22 -10
right_child=8 5 -4 4 -6 9 10 -9 20 -11 11 -13 14 -15 -16 -17 19 -19 -20 -21 21 -23 -24
leaf_value=-0.0044975262418570586 0.0033267694903120018 0.0026275244010329516 0.0010787451858762472 -0.00088974079635721908 -0.0037580550837891507 -0.0024933492461027 -0.001368854284121682 0.00026370388534680016 -7.4987298313731402e-05 5.3188437982343691e-05 0.0023254317400246702 -7.7125034935956408e-05 8.6375164511595074e-05 0.00045161793574786984 -0.0016858609759183591 0.0020211263957765229 0.0018905468509638906 0.00052633289415525105 -0.00039784152149888722 -0.00047244354728876727 -0.00032473378196522782 -0.0034059263266668807 0.00022114953732632733
leaf_weight=41.362957358360291 50.285858511924744 92.888662219047546 59.891894459724426 66.383898258209229 60.08707582950592 46.517524123191833 61.180536150932312 66.335102915763855 5750.1231378316879 75.892343521118164 41.070185303688049 129.34102952480316 142.22744643688202 69.253953695297241 42.70039439201355 66.237512230873108 38.639287948608398 46.273547410964966 61.42451286315918 104.27129328250885 100.06380081176758 26.748740673065186 2320.7992672920227
leaf_count=27 16 40 33 30 41 23 32 28 2758 43 15 81 71 40 28 24 23 13 42 76 65 20 1211
internal_value=0 -0.000233165 -0.000799844 -0.00106873 -0.00225249 0.000294988 0.00067383 0.00164272 2.69824e-05 -0.000914533 7.69994e-06 0.000501906 0.000735728 0.00166108 0.000295313 0.000701122 -0.000555964 -0.00124857 -0.00204761 0.000166447 -5.06736e-06 -0.000974654 1.01671e-05
internal_weight=0 991.56 478.334 418.443 126.471 513.225 390.816 159.224 8568.44 122.41 231.592 170.411 370.705 119.54 251.165 208.465 291.972 149.061 102.787 142.911 8197.73 126.813 8070.92
internal_count=4780 547 285 252 71 262 196 68 4233 66 128 96 179 56 123 95 181 82 69 99 4054 85 3969
is_linear=0
shrinkage=0.05


Tree=400
num_leaves=24
num_cat=0
split_feature=44 7 46 95 19 114 81 61 146 142 37 110 80 129 56 52 65 126 5 33 122 42 33
split_gain=0.0235638 0.0622729 0.0958443 0.0891211 0.0792762 0.107628 0.133536 0.131782 0.106139 0.124843 0.0954093 0.0860561 0.0833217 0.0779873 0.0669716 0.0602271 0.0579172 0.0530411 0.0486982 0.0480577 0.0456568 0.121222 0.0665029
threshold=0.019431582652032379 0.0033348383149132137 0.0028552538715302949 0.0016846025246195497 0.086341444402933135 0.00040826165059115743 0.0025217677466571335 0.00075379351619631063 0.0051502294372767219 0.0049928687512874612 0.00066645268816500913 0.0058306583669036635 0.0036604277556762104 0.00077738583786413084 0.00038414125447161501 0.002945306478068233 0.00077738583786413084 0.00043393640953581786 0.000490355829242617 0.0027679565828293566 0.0048403022810816774 0.0051502294372767219 0.0081988852471113222
decision_type=2 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 16 14 5 6 -2 19 9 -8 13 17 15 -9 -4 -12 -3 -10 -6 -7 -1 -22 -23
right_child=1 2 3 -5 18 7 8 10 11 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24
leaf_value=-4.4225615067586295e-06 -0.0012780005791167286 -0.0016282179681413299 0.0035257280047729829 0.00014675035304428935 -0.00030877321529255861 0.0019866668806696438 0.0032829142861884354 -0.0033639108173017362 -5.9192411523149587e-05 0.0007213503381808356 -0.00049195879647675447 -0.0014169369474162326 -0.0017207663185015926 -0.00080089477207939133 0.00099659552741354542 0.0019279756920824083 0.00086671585572708836 0.001717061945810116 -0.0024108843627918303 -1.0057994218496488e-05 -0.001267229253023965 -0.00022048396527205147 0.001935080398152889
leaf_weight=7889.3614429235458 74.310929775238037 48.001347184181213 62.22520112991333 67.818925976753235 62.469177842140198 58.261685371398926 87.246142029762268 60.135871171951294 82.237961292266846 104.58402812480927 55.830788016319275 55.830788016319275 59.891894459724426 58.603252768516541 45.180087089538574 47.659779787063599 45.131291747093201 85.957500338554382 49.289988875389099 62.420382499694824 238.32773149013519 104.92559552192688 54.298169612884521
leaf_count=4008 32 30 21 35 31 20 24 43 34 35 28 28 33 34 22 16 20 25 29 29 135 49 19
internal_value=0 0.000200277 0.000876919 0.00156581 1.95504e-05 0.000176673 0.000674283 -0.000428863 0.00102314 0.00188637 -0.00102036 0.000283975 -0.000236497 -0.00209894 0.00246185 0.000622477 -0.000419194 0.000848575 -0.00123588 0.000953901 -3.07678e-05 -0.000553586 0.000514602
internal_weight=0 1273.09 268.357 175.224 1004.73 892.971 490.167 402.804 415.856 191.83 282.122 224.026 163.382 118.739 107.405 103.491 93.1326 168.195 111.759 120.682 8286.91 397.551 159.224
internal_count=4780 569 128 78 441 381 178 203 146 59 154 87 77 77 43 44 50 59 60 49 4211 203 68
is_linear=0
shrinkage=0.05


Tree=401
num_leaves=24
num_cat=0
split_feature=7 35 47 10 135 35 107 97 2 19 133 148 17 117 100 144 115 53 17 108 135 81 24
split_gain=0.0266711 0.096405 0.119034 0.109083 0.158774 0.175344 0.166231 0.143741 0.155128 0.189815 0.130742 0.213388 0.183061 0.182801 0.207598 0.238622 0.199714 0.131393 0.127143 0.188401 0.300656 0.173601 0.176006
threshold=0.00062670491752214741 0.0033348383149132137 0.024066280573606495 0.0045489775948226461 0.0010918468469753864 0.002945306478068233 0.0021592099219560628 0.00057154725072905432 0.0016331639490090313 0.0034400182776153092 0.0015349716995842757 0.011519505176693203 0.0058306583669036635 0.00093549740267917525 0.0028552538715302949 0.0023699469165876512 0.00055427959887310873 0.023343417793512348 0.0013986918493174019 0.0016846025246195497 0.0015833032084628942 0.0058306583669036635 0.00047558375808876013
decision_type=2 2 2 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 18 5 10 -6 8 -8 -10 11 13 -12 -5 15 17 -16 -15 19 20 21 22 -1
right_child=-2 2 -4 4 6 -7 7 -9 9 -11 12 -13 -14 14 16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0017713531903235835 8.3556880101588014e-05 -0.00030154008043468305 -0.0019247192683119628 -0.0017294183350310896 -0.0034795997947323978 0.0030466149186557101 7.3386782567533431e-05 -0.0029706123533438113 -0.004275077981103991 6.0910537919661747e-05 -0.0010128556845736257 0.0031569239207952585 0.0018216368506503149 -0.0042478164591007962 0.0033898933237556418 0.0024332383721004393 -0.00037831991124072584 -0.00063976150095269174 -0.00031358548116592732 0.001052785032161689 0.0019495186742297379 -0.0036839518924955553 0.00045775547716170057
leaf_weight=148.81704092025757 4777.5668609142303 1056.2847077846527 126.47097408771515 101.1084657907486 55.977174043655396 49.046012163162231 412.28326678276062 58.603252768516541 50.627425909042358 50.334653854370117 406.76716983318329 67.47735857963562 66.237512230873108 33.338335156440735 99.283075332641602 53.009527921676636 54.444555640220642 103.78333985805511 587.800253033638 805.79361975193024 129.65376436710358 46.615114808082581 218.67650151252747
leaf_count=72 2667 509 71 54 34 19 161 34 30 18 204 21 24 21 33 20 25 56 251 306 40 27 83
internal_value=0 -8.34719e-05 -0.000475105 4.52081e-05 -0.000251934 0.000128744 -0.000879193 -0.000624644 -0.000356777 -0.00211337 -1.64788e-05 0.000536832 -0.000615926 0.000139507 0.000689046 -0.000415644 0.00205533 -0.00151699 0.000300166 0.000567487 -0.00015167 -0.000809534 -0.000444925
internal_weight=0 4782.43 1182.76 3599.68 1662.32 1034.5 627.826 571.849 513.245 100.962 985.449 512.445 473.005 444.967 343.859 190.131 153.728 137.122 1937.36 1349.56 543.762 414.109 367.494
internal_count=4780 2113 580 1533 754 477 277 243 209 48 458 230 228 209 155 97 58 77 779 528 222 182 155
is_linear=0
shrinkage=0.05


Tree=402
num_leaves=24
num_cat=0
split_feature=7 4 142 138 118 71 69 34 29 0 95 17 120 104 28 125 9 138 78 29 99 17 143
split_gain=0.0240706 0.0942147 0.158935 0.11724 0.135477 0.128414 0.126641 0.159152 0.189139 0.199474 0.191497 0.123749 0.11618 0.116099 0.112959 0.128221 0.129993 0.108264 0.138946 0.123455 0.123323 0.135614 0.179899
threshold=0.00062670491752214741 0.001792412775103003 0.0017376682371832433 0.0012745757703669371 0.0011261500185355546 0.030689206905663017 0.0017376682371832433 0.00017767510871635753 0.034632634371519096 0.0038949446752667431 0.0014881226234138014 0.000490355829242617 0.00052132029668428015 0.0033348383149132137 0.0015833032084628942 0.015200819820165636 0.0005375427135732026 0.00039601318712811922 0.010500331409275534 0.013439828064292671 0.057509137317538268 0.00077738583786413084 0.010180860292166473
decision_type=2 2 2 2 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 -3 9 10 13 -7 -5 -9 15 17 -17 18 20 -20 21 -4 -23
right_child=-2 3 14 12 5 11 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24
leaf_value=9.8092530560225401e-05 7.9379042263788213e-05 0.0021215313907379562 -8.2886248921000679e-05 -0.0019514414979035291 0.0016835937459253429 0.0013078539783767011 0.00077680632111786505 -0.0073314343637694143 0.00053577416950916141 -0.00025649754053105612 -0.0014023599574987701 -0.0013219422372820946 0.00074827644925466404 -0.002777851276497054 -0.0017684094103719778 -0.0040713030336802314 0.00017855134393169762 0.00044668724556709858 -0.0011688943805071876 -0.0047967732314190764 0.0020252023598993619 -0.0023837440380761127 0.00055955362021005949
leaf_weight=1734.465097784996 4777.5668609142303 53.009527921676636 534.74192976951599 110.51932036876678 310.27652204036713 90.067402124404907 336.4885139465332 29.423614740371704 172.4029541015625 144.70713913440704 85.059221386909485 88.876351118087769 62.322791814804077 26.699945330619812 182.3505574464798 46.810296177864075 29.22843337059021 335.7854163646698 78.518422245979309 33.435925841331482 50.23706316947937 172.79331684112549 74.21333909034729
leaf_count=751 2667 20 229 63 124 32 122 22 70 65 42 37 25 18 101 35 14 147 43 25 14 86 28
internal_value=0 -7.92983e-05 -0.000230038 0.000247427 0.000405842 0.0010684 2.35086e-05 -0.000472237 -0.000772252 -0.00156104 -0.00289815 1.70784e-06 -0.000977987 -0.00516514 -0.000600056 -0.000442912 -0.00243771 -0.000324386 -0.000598677 -0.00225239 -0.00037615 -0.000530467 -0.00149943
internal_weight=0 4782.43 3272.58 1509.85 1337.01 489.22 847.791 511.302 458.293 285.89 141.183 178.944 172.842 56.1236 1538.11 1355.76 76.0387 1279.73 943.94 111.954 831.986 781.749 247.007
internal_count=4780 2113 1473 640 552 193 359 237 217 147 82 69 88 40 722 621 49 572 425 68 357 343 114
is_linear=0
shrinkage=0.05


Tree=403
num_leaves=24
num_cat=0
split_feature=31 21 124 72 97 146 71 82 37 106 113 83 150 113 4 141 89 36 97 51 142 25 43
split_gain=0.0235573 0.0900161 0.118196 0.0854922 0.127046 0.0606381 0.0470475 0.0357155 0.115175 0.122676 0.0981982 0.235735 0.199972 0.168261 0.151553 0.185337 0.149625 0.148928 0.134648 0.199927 0.133758 0.186217 0.128803
threshold=0.039062514901161201 0.001792412775103003 0.00040826165059115743 0.0062037324532866487 0.00057154725072905432 0.0036604277556762104 0.0068083447404205808 0.00040826165059115743 0.0012745757703669371 0.0046923852059990176 0.00050559637020342063 0.057509137317538268 0.00082683752407319855 0.0005893622583243997 0.0013986918493174019 0.0056525857653468856 0.0013560238294303419 0.00096484774257987748 0.0030382014811038975 0.0026012937305495147 0.00073092587990686308 0.0020292587578296666 0.024810968898236755
decision_type=2 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 -3 -4 -5 8 -1 -10 11 14 20 17 16 18 22 -14 19 -16 -12 -22 -9
right_child=1 3 5 6 -6 -7 -8 10 9 -11 12 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00036609754769053248 -0.0037967946078208193 0.0023826475712164269 0.00039862683159589687 9.3342648758785099e-05 -0.00083095587264593476 -0.0018414792492045442 -0.0027111101397782351 -0.0014294854494310959 -0.00011262760916517774 -0.0022135218808411426 -0.00081420838449328776 -0.0038381161756880348 0.00021149322881558528 -6.8745986131112512e-05 -0.00050961715764819384 -0.0014800109404983807 0.00053106801988757086 0.0033656790682615812 -0.0016133938619827494 0.0021874674276482859 0.003225301384999268 0.00039011141859517307 0.0015831834328782484
leaf_weight=1781.2443381547928 36.013209223747253 75.453185439109802 71.880032420158386 32.049693465232849 51.916067600250244 52.111248970031738 28.037382364273071 474.32215631008148 327.83842206001282 88.173253536224365 58.45686674118042 49.338784217834473 83.721784353256226 5387.9216784238815 102.29951679706573 102.59228885173798 163.96800637245178 67.672539949417114 45.375268459320068 209.26564693450928 120.43809115886688 111.5639853477478 38.346515893936157
leaf_count=1000 23 25 40 22 29 37 19 282 198 62 28 31 41 2497 49 61 101 29 30 74 39 52 11
internal_value=0 -0.000404148 -0.00127523 0.000339373 0.00107277 -0.000542848 -0.00121525 1.52429e-05 0.000191153 -0.00055791 -3.98539e-05 -0.000454686 4.4504e-05 -2.25528e-05 -0.000307759 0.000392969 -0.000783654 0.0016214 0.000931304 0.0013019 0.00132334 0.00186193 -0.00120414
internal_weight=0 347.461 160.004 187.456 127.369 123.991 60.0871 9212.54 2197.26 416.012 7015.28 1185.51 5829.77 5539.32 1136.17 459.533 676.637 151.394 356.94 311.565 290.459 232.002 512.669
internal_count=4780 195 100 95 54 77 41 4585 1260 260 3325 639 2686 2567 608 214 394 70 153 123 119 91 293
is_linear=0
shrinkage=0.05


Tree=404
num_leaves=24
num_cat=0
split_feature=108 40 59 58 95 53 109 70 23 1 108 53 128 138 91 60 50 82 34 141 95 108 1
split_gain=0.0240477 0.137401 0.200822 0.13559 0.128474 0.103951 0.111768 0.0970528 0.0857525 0.062837 0.0619526 0.141183 0.120108 0.0945758 0.0609943 0.0577943 0.0490424 0.0715496 0.0592611 0.0475596 0.0782022 0.138122 0.13762
threshold=0.028884131461381916 0.0048403022810816774 0.0012357163941487672 0.00077738583786413084 0.0031340263085439806 0.0063990866765379914 0.010500331409275534 0.010500331409275534 0.0063990866765379914 0.0016331639490090313 0.021960759535431865 0.013032016810029747 0.00046126570669002836 0.00052132029668428015 0.0042751494329422721 0.0011261500185355546 0.015200819820165636 0.0013986918493174019 0.0060143163427710542 0.0005893622583243997 0.011169348377734424 0.0068083447404205808 0.0063990866765379914
decision_type=2 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 8 7 -6 -7 14 -2 -4 19 13 -13 -12 15 16 17 18 -5 -1 -21 22 -22
right_child=1 2 9 4 5 6 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24
leaf_value=0.00024178022154173375 -0.00046714356303975381 0.0032205769651922605 -0.001450627323059371 -0.0031106978276716941 -0.0019345111001149063 0.0019847358970049257 -0.00077168335693476192 0.00024187335898833342 0.0029596817850924793 0.00090813149162705825 -0.0018094818546980707 0.0031319673221992654 0.00034850710793630244 0.00079915564479055273 -0.00029366770734686192 -0.0044411451780909435 -0.0004481699077887173 -0.004605241944722659 -0.00047427197101806415 -5.3893650756636978e-06 -0.0020260327326430067 0.00018580568019378418 9.8988297447842502e-05
leaf_weight=1621.9340753555298 34.724567532539368 62.273996472358704 58.652048110961914 44.086626768112183 51.964862942695618 76.888213157653809 70.493800044059753 53.009527921676636 38.492901921272278 54.444555640220642 65.144051909446716 79.416701197624207 75.69716215133667 74.457315802574158 37.204260230064392 32.098488807678223 34.4805908203125 32.098488807678223 41.265366673469543 6281.3784122467041 218.55894804000854 304.27247166633606 116.96252882480621
leaf_count=767 24 23 36 31 31 30 37 20 17 25 33 26 35 38 18 24 14 24 23 3167 132 147 58
internal_value=0 -0.000277414 0.000940401 -0.000667988 -0.000977568 -1.16515e-05 0.000666322 -0.00167969 0.00133445 -0.000315124 2.26687e-05 0.000735413 0.00177361 -0.000418148 -0.00214011 -0.0025134 -0.00210612 -0.00259286 -0.00183606 -1.91911e-06 -5.90285e-05 -0.000585648 -0.00128525
internal_weight=0 722.178 175.371 546.808 473.59 199.347 147.382 274.243 73.2175 113.097 8837.82 294.715 155.114 139.601 221.234 184.03 151.931 117.45 85.352 8543.11 6921.17 639.794 335.521
internal_count=4780 377 84 293 252 98 67 154 41 61 4403 132 61 71 134 116 92 78 54 4271 3504 337 190
is_linear=0
shrinkage=0.05


Tree=405
num_leaves=24
num_cat=0
split_feature=133 100 44 29 117 44 78 51 15 113 108 138 117 9 91 98 127 117 47 146 108 137 91
split_gain=0.0238062 0.0881348 0.0876327 0.125068 0.078736 0.146048 0.188359 0.131185 0.128247 0.188665 0.119905 0.117989 0.105923 0.0928248 0.091913 0.0918467 0.0910886 0.134929 0.0883556 0.150731 0.134285 0.0956111 0.0784814
threshold=0.010829726699739696 0.015675474889576439 0.0070226341485977182 0.0053125319536775359 0.0036604277556762104 0.0033348383149132137 0.012252715881913902 0.00066645268816500913 0.0022975050378590827 0.0011980500421486797 0.0098710241727530974 0.00039601318712811922 0.0019672545604407792 0.0010263677686452868 0.0042751494329422721 0.0013986918493174019 0.00044738779251929378 0.00747153488919139 0.0084566329605877417 0.015675474889576439 0.0060143163427710542 0.00093549740267917525 0.0035485138650983576
decision_type=2 2 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 8 11 -2 12 13 -6 -10 14 -7 -9 17 22 19 21 -21 -18 -17
right_child=1 2 -4 -5 7 10 -8 15 9 -11 -12 -13 -14 -15 -16 16 18 -19 -20 20 -22 -23 -24
leaf_value=-4.1318947970749641e-05 -0.00012565386347730662 0.0011665491044842741 0.0017775425094722803 -0.0019410942240342306 -0.0033878634322827682 -0.001179247315712912 -0.00062338077748803932 -0.00086096473554073117 0.0023054638125782345 0.00035699875535728808 0.0016740285452668925 0.00025053280341204038 0.005150131407553233 0.00036639261691000382 -0.0044747349610357199 -0.0025387092500629895 -0.0036460840814680623 0.0011965412114882396 0.00081029114626484191 -0.0012366232476024258 0.0018519346494892683 -0.00087893130420264138 0.00035723697781685031
leaf_weight=7502.5294053554535 69.107567667961121 90.116197466850281 153.58124494552612 50.529835224151611 58.700843453407288 68.014107346534729 120.12535631656647 270.57260632514954 79.563087224960327 75.648366808891296 43.891445398330688 35.915618538856506 55.586811304092407 54.493350982666016 30.71225643157959 42.651599049568176 56.025969386100769 324.98832941055298 114.0924733877182 71.977623105049133 68.863590955734253 70.493800044059753 51.818476915359497
leaf_count=3760 34 34 52 26 38 43 80 165 32 33 23 19 18 27 21 26 36 135 48 44 24 37 25
internal_value=0 0.000150669 0.000951778 5.00675e-05 1.69901e-05 0.000483896 0.00103279 -0.000222105 0.00174356 0.00235636 -0.000630067 -0.00200676 0.00347547 -0.0012901 -0.00220442 -6.45132e-05 0.000204553 0.000713047 -0.000354604 -0.000851706 0.000273511 -0.00210429 -0.000950232
internal_weight=0 2057.47 294.227 140.646 1763.24 597.142 400.031 1166.1 279.906 210.798 197.111 94.6165 135.15 153.22 98.7264 1071.48 800.912 419.458 381.453 267.361 140.841 126.52 94.4701
internal_count=4780 1020 112 60 908 311 197 597 117 83 114 57 50 91 64 540 375 186 189 141 68 73 51
is_linear=0
shrinkage=0.05


Tree=406
num_leaves=24
num_cat=0
split_feature=131 143 59 138 115 101 39 80 123 114 58 5 133 19 79 140 65 147 95 138 93 58 65
split_gain=0.024202 0.0917427 0.144278 0.139548 0.115616 0.0760398 0.0722377 0.0649658 0.0674815 0.0771849 0.0593877 0.0593197 0.0433285 0.0878673 0.19454 0.106711 0.125115 0.157034 0.114118 0.115706 0.100842 0.0921698 0.0913443
threshold=0.020658296532928947 0.0063990866765379914 0.0022975050378590827 0.00017767510871635753 0.0014427106943912806 0.0049928687512874612 0.00040826165059115743 0.015200819820165636 0.00066645268816500913 0.0028552538715302949 0.004017772153019906 0.00085274505545385193 0.010829726699739696 0.0054799309000372895 0.00017767510871635753 0.0019672545604407792 0.0016846025246195497 0.00747153488919139 0.0049928687512874612 0.00057154725072905432 0.00017767510871635753 0.0035485138650983576 0.00068727668258361529
decision_type=2 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 6 -4 10 -5 -2 8 11 -10 -3 -6 -1 15 -15 20 17 18 19 -17 21 -14 -22
right_child=1 4 3 5 7 -7 -8 -9 9 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 22 -23 -24
leaf_value=-8.3360748696583275e-05 0.001717259230150417 -0.00061826973443655472 0.0041839596962966004 -0.00023737948169248841 -0.00026012360223248596 0.0025166388422686371 -0.00025100684690362244 0.0021615809223411381 0.0019111495163976874 -0.00055952715502165988 -0.0033894043178163968 -0.0026481732570552753 0.0020504199974862572 -0.0030468889741682463 4.5823972168299572e-06 0.00065930970743416232 -0.00028482807447392089 -0.00073519821341615059 0.0028185043128266534 0.0028018594080681412 -0.002856060430945058 -0.0010569597694910333 -9.6825045965589715e-05
leaf_weight=6824.7504711151123 57.070634365081787 37.399441599845886 49.046012163162231 58.603252768516541 85.351993441581726 43.793854713439941 254.47456657886505 34.529386162757874 62.322791814804077 64.148182272911072 40.025520324707031 37.399441599845886 54.493350982666016 56.025969386100769 771.17551267147064 350.20445168018341 224.80697512626648 99.966210126876831 115.13713836669922 76.839417815208435 60.08707582950592 42.456417679786682 59.891894459724426
leaf_count=3373 25 26 19 34 54 19 151 16 25 46 26 26 27 36 394 146 119 61 37 28 41 18 33
internal_value=0 0.000259007 0.00072494 0.0019909 -0.000338267 0.000940477 0.000109551 0.000129026 -0.000152582 0.000657981 -0.00205083 -0.000987706 -2.44355e-05 0.000185995 -0.000202092 0.000482176 0.000730344 0.00108574 0.00142148 0.00104483 -0.000509623 0.000689631 -0.00147869
internal_weight=0 824.165 462.988 151.443 361.177 102.397 311.545 283.752 249.222 126.471 77.425 122.751 8735.83 1911.08 827.201 1083.88 866.954 642.147 542.181 427.044 216.929 96.9498 119.979
internal_count=4780 467 248 72 219 53 176 167 151 71 52 80 4313 940 430 510 391 272 211 174 119 45 74
is_linear=0
shrinkage=0.05


Tree=407
num_leaves=24
num_cat=0
split_feature=66 126 126 15 17 74 93 60 73 80 81 29 22 108 115 78 21 114 63 133 76 126 63
split_gain=0.0238408 0.0851502 0.0835956 0.088234 0.078682 0.0821276 0.085309 0.0744552 0.0818683 0.0986914 0.0734116 0.0707613 0.0670735 0.133573 0.104225 0.107862 0.104003 0.101146 0.0732902 0.0628214 0.0617762 0.131163 0.107448
threshold=0.0005375427135732026 0.00043393640953581786 0.00057154725072905432 0.0044099434744566688 0.0038949446752667431 0.00017767510871635753 0.00096484774257987748 0.0017376682371832433 0.00899649551138282 0.0012357163941487672 0.0063990866765379914 0.0053125319536775359 0.00073092587990686308 0.0016846025246195497 0.00068727668258361529 0.029773407615721229 0.001792412775103003 0.0011261500185355546 0.0013146653072908523 0.010829726699739696 0.0049928687512874612 0.0081988852471113222 0.00099512818269431613
decision_type=2 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 12 3 -3 7 6 -6 8 -4 -10 -8 -9 14 -14 16 17 18 -16 -2 -19 21 -1 -23
right_child=1 2 4 -5 5 -7 10 11 9 -11 -12 -13 13 -15 15 -17 -18 19 -20 -21 -22 22 -24
leaf_value=3.5020111618845006e-05 -0.003047708034398001 0.00278564477177504 -0.0003248725122857026 0.00027375228637189982 0.003210650373981553 -0.00044130729234642088 -0.00052904957170681435 -0.00025539752930303086 -5.9380755972895344e-05 0.003150784390732222 0.0022160056182003187 -0.0023200196197732102 0.0027725728325707568 -0.00036033933636544233 -0.002993886617669471 0.0011110747302879047 0.00062249906968854627 -0.0016959253141850964 -0.00031632001467523469 0.00026389118960983661 0.00079880086210877348 -0.0039562808864109763 -0.00030772023553811336
leaf_weight=7314.3411463499069 39.927929639816284 57.021839022636414 408.10460686683655 90.360174179077148 47.708575129508972 90.555355548858643 57.217020392417908 87.782890796661377 57.314611077308655 41.118980646133423 42.407622337341309 78.713603615760803 41.070185303688049 198.25341582298279 104.07611191272736 37.253055572509766 178.79736721515656 122.89782106876373 63.806614875793457 61.278126835823059 258.75081717967987 37.350646257400513 43.891445398330688
leaf_count=3635 22 23 205 44 18 52 31 46 35 17 16 51 15 107 68 20 63 86 32 36 111 24 23
internal_value=0 -0.000158246 0.000140821 0.0012456 -3.79255e-05 0.0007437 0.00147204 -0.000314196 -1.26907e-05 0.00128161 0.000639449 -0.00123148 -0.000531763 0.000177298 -0.00081085 -0.00142073 -0.000108203 -0.00174794 -0.00136764 -0.00104386 3.93977e-05 1.28283e-05 -0.00198513
internal_weight=0 1905.67 1058.31 147.382 910.923 237.889 147.333 673.035 506.538 98.4336 99.6246 166.496 847.361 239.324 608.037 325.505 282.532 288.252 103.735 184.176 7654.33 7395.58 81.2421
internal_count=4780 987 538 67 471 117 65 354 257 52 47 97 449 122 327 210 117 190 54 122 3793 3682 47
is_linear=0
shrinkage=0.05


Tree=408
num_leaves=24
num_cat=0
split_feature=150 99 105 40 104 124 104 4 108 78 147 73 42 142 45 46 0 81 40 95 146 109 23
split_gain=0.0223124 0.0999112 0.121633 0.12005 0.101162 0.0836952 0.0823861 0.0863712 0.11894 0.182133 0.143085 0.112741 0.21494 0.157931 0.190803 0.183628 0.176156 0.19363 0.15472 0.208522 0.449382 0.18602 0.176472
threshold=0.0019672545604407792 0.017188700847327713 0.0028552538715302949 0.00080172589514404546 0.00017767510871635753 0.011169348377734424 0.066585760563611998 0.001792412775103003 0.0034400182776153092 0.016668972559273246 0.0062037324532866487 0.00087947337306104611 0.0035485138650983576 0.00244467705488205 0.0016846025246195497 0.21471316367387774 0.00017767510871635753 0.0015833032084628942 0.0014427106943912806 0.00047558375808876013 0.0041444667149335155 0.00099512818269431613 0.0025217677466571335
decision_type=2 2 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 7 11 9 -9 -11 12 13 15 16 18 -15 -18 19 21 -21 -1 -20
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 17 -19 22 20 -22 -23 -24
leaf_value=0.0018661761734632756 -0.00197468506947393 -0.0007702191992276352 -0.00029400785990686673 0.0016206822367781752 -5.2206443586269429e-05 -0.00082540252506656936 0.0021779112009416741 0.0015091986632284312 -9.7904739688054842e-05 -0.0021905401553370075 0.00080014860950284098 0.00016459532599693007 -0.0019507023956507276 0.00031959019227419832 0.0003109093592423538 0.0033469019261482425 -0.006241623430297597 -0.0019000460632182517 0.0023692033702800053 -0.0045858099798197069 0.0010580958077189505 -0.0012618354955513565 -0.00064328873467516077
leaf_weight=110.03136694431305 74.359725117683411 64.948870539665222 248.39288830757141 273.97054076194763 4258.4483337402344 381.33590340614319 46.517524123191833 407.47026741504669 527.98598647117615 69.302749037742615 94.56766664981842 1920.8257430791855 199.78603422641754 65.046461224555969 178.04547429084778 47.610984444618225 32.049693465232849 129.24343883991241 124.49919760227203 77.18098521232605 64.948870539665222 83.672989010810852 79.758268594741821
leaf_count=43 34 25 117 89 2002 238 23 179 275 42 55 1124 116 29 86 14 22 77 44 42 25 39 40
internal_value=0 -6.84616e-05 0.000546498 0.0011625 -0.000145076 -0.000115754 8.52278e-05 6.21162e-05 0.000443107 0.000943065 -0.000464649 -7.24399e-05 -0.000454446 -0.000153131 -0.00091365 0.000370165 -0.00187692 -0.00276274 0.000107755 -0.000552233 -0.00200672 0.000514993 0.00119289
internal_weight=0 5301.46 587.312 338.919 4714.14 4639.78 4258.54 4212.03 1099.33 571.341 163.87 3112.7 1191.87 992.088 404.385 587.703 226.34 161.293 540.092 335.834 142.13 193.704 204.257
internal_count=4780 2505 231 114 2274 2240 2275 2252 551 276 97 1701 577 461 214 247 128 99 233 149 67 82 84
is_linear=0
shrinkage=0.05


Tree=409
num_leaves=24
num_cat=0
split_feature=125 50 122 60 83 34 52 39 77 25 58 20 20 58 121 23 80 21 15 54 98 59 144
split_gain=0.0228933 0.0740798 0.0900603 0.0823857 0.0828448 0.107337 0.157775 0.0463267 0.0456206 0.0444248 0.0425096 0.0349036 0.104692 0.134674 0.201416 0.143802 0.200634 0.149279 0.133501 0.271786 0.169224 0.130268 0.159498
threshold=0.027182282879948619 0.021960759535431865 0.00090704852482303988 0.010829726699739696 0.0072436286136507997 0.0025217677466571335 0.0046923852059990176 0.0021592099219560628 0.0054799309000372895 0.011519505176693203 0.0011615398107096555 0.00062670491752214741 0.00017767510871635753 0.013860232196748258 0.0015349716995842757 0.010180860292166473 0.0032328735105693345 0.0056525857653468856 0.0098710241727530974 0.024810968898236755 0.0011261500185355546 0.0038949446752667431 0.00039601318712811922
decision_type=2 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 5 10 7 -7 -9 -6 -2 12 18 14 21 16 -16 -17 19 -1 -21 -14 -23
right_child=1 -3 -4 -5 9 6 -8 8 -10 -11 -12 -13 13 -15 15 17 -18 -19 -20 20 -22 22 -24
leaf_value=-0.00012655093269740018 0.00016836669760669871 0.0016541452827555179 -0.0021277053507730813 0.0021025443500777776 -0.00037891735871356812 0.0013943151898723897 0.0041094593759827746 0.0012129362043133071 -0.001354195698520302 -0.002339578672407582 -0.0016030760159645005 8.6865427124619028e-05 -0.0011080003190443053 0.00051716570034337377 -0.0026702265722977746 -0.0047041697575067355 0.00087989266062118922 -0.001038844947650488 0.00039144347198377623 -0.0012318959962286898 -0.0061599707574967796 0.0024952671739992467 -0.00029214629255868314
leaf_weight=2364.3203127384186 80.051040649414062 86.006295680999756 42.749189734458923 54.298169612884521 89.120327830314636 74.21333909034729 38.444106578826904 27.939791679382324 45.472859144210815 42.749189734458923 58.700843453407288 4085.7415145635605 237.38065719604492 219.76996183395386 83.91696572303772 72.124009132385254 75.69716215133667 45.180087089538574 1417.8429579734802 42.70039439201355 29.423614740371704 72.924697399139404 173.23247492313385
leaf_count=1165 52 27 30 19 47 28 15 15 34 30 38 2081 150 74 49 50 35 22 636 28 22 29 104
internal_value=0 0.000288922 7.68767e-05 0.000261311 4.23984e-05 0.000471481 0.00125636 0.00051337 -0.000377182 -0.00101452 -0.000581066 -2.0721e-05 -0.000111644 -0.000573025 -0.000888087 -0.00196336 -0.000986579 -0.00329246 5.69428e-06 -0.000218785 -0.00324235 -0.000272286 0.000533632
internal_weight=0 639.745 553.739 510.99 456.691 324.822 186.07 147.626 73.4127 131.87 138.752 8920.25 4834.51 980.226 760.456 276.918 159.614 117.304 3854.29 2436.44 72.124 483.538 246.157
internal_count=4780 335 308 278 259 182 92 77 49 77 90 4445 2364 513 439 156 84 72 1851 1215 50 283 133
is_linear=0
shrinkage=0.05


Tree=410
num_leaves=24
num_cat=0
split_feature=98 75 87 83 53 83 102 27 24 93 149 99 126 39 147 98 50 149 32 137 84 150 37
split_gain=0.0224294 0.0975356 0.0991757 0.114339 0.18282 0.168384 0.138761 0.137312 0.120953 0.196663 0.194921 0.159241 0.176592 0.199513 0.170861 0.161156 0.132594 0.126361 0.144417 0.108668 0.106722 0.107001 0.14309
threshold=0.0037758676335215573 0.0048403022810816774 0.00055427959887310873 0.057509137317538268 0.013032016810029747 0.036783467978239066 0.00096484774257987748 0.0036604277556762104 0.00060774214216507982 0.0011261500185355546 0.02129978779703379 0.013439828064292671 0.00052132029668428015 0.00244467705488205 0.00085274505545385193 0.019431582652032379 0.076978169381618514 0.13848232477903369 0.00017767510871635753 0.00037263428384903824 0.0032328735105693345 0.0013560238294303419 0.00099512818269431613
decision_type=2 2 2 2 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 -6 8 9 -2 -11 12 13 14 16 -15 17 18 -10 -14 21 -4 -23
right_child=1 -3 20 4 6 -7 -8 -9 11 10 -12 -13 19 15 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=7.3807468439004851e-05 0.0023141855157936611 -0.00071396498864771457 -0.0010698956077191495 0.0013060455187322785 -0.0044970604928019553 0.0019208425609483642 -0.00034705056991786811 0.0012864874162350727 -0.0024370007454928119 -0.0029545229038888603 0.00090511798882642134 0.00084535067584176496 -0.0037775533558559709 -0.003770972321786584 0.0013422144769515126 8.1405474114090677e-05 -0.002687934482002375 0.0018567828544978169 0.00051911490350446796 -0.00084380768826883626 0.00093360410622658058 -0.00054501595281191014 0.00038082272766595837
leaf_weight=4956.5682792663574 133.66607546806335 535.25871574878693 385.27058660984039 47.610984444618225 43.989036083221436 162.69932746887207 37.155464887619019 254.29934799671173 72.924697399139404 47.903756499290466 103.14900040626526 244.93728876113892 63.904205560684204 65.388028621673584 189.44806814193726 46.419933438301086 59.696713089942932 63.416252136230469 95.319559574127197 62.371587157249451 185.63093841075897 971.19665384292603 731.77546203136444
leaf_count=2846 43 304 184 14 27 49 16 90 29 26 30 83 36 43 69 19 25 16 32 27 74 412 286
internal_value=0 -7.94694e-05 4.01267e-06 0.000281925 -0.00115361 0.0003929 -0.0025968 0.000227484 1.17898e-05 0.000917247 -0.0003189 -0.000255686 -0.000630828 -0.000269086 0.000173321 -0.00217156 -0.000586724 -4.52625e-05 -0.0007622 -0.00232848 -0.000215287 -0.000317415 -0.000147179
internal_weight=0 4603.43 4068.17 1794.3 128.755 1665.54 81.1445 1502.84 1248.55 284.719 151.053 963.826 718.889 592.613 480.805 111.808 291.357 231.661 168.244 126.276 2273.87 2088.24 1702.97
internal_count=4780 1934 1630 674 57 617 43 568 478 99 56 379 296 233 171 62 102 77 61 63 956 882 698
is_linear=0
shrinkage=0.05


Tree=411
num_leaves=24
num_cat=0
split_feature=81 103 0 61 145 22 72 68 87 40 33 12 37 101 100 131 93 59 128 4 29 0 46
split_gain=0.0236613 0.0849247 0.0883496 0.103641 0.108083 0.107186 0.0940081 0.0954624 0.0809488 0.0790114 0.0781913 0.0998467 0.077864 0.071226 0.0827582 0.0698255 0.0664549 0.0649827 0.0634188 0.0573475 0.0464288 0.0429862 0.0861633
threshold=0.013860232196748258 0.00017767510871635753 0.0013146653072908523 0.0016846025246195497 0.00093549740267917525 0.00047558375808876013 0.0037758676335215573 0.0012357163941487672 0.0011615398107096555 0.0017376682371832433 0.0015349716995842757 0.0033348383149132137 0.0011261500185355546 0.0019071503775194289 0.0011980500421486797 0.0015349716995842757 0.0012745757703669371 0.0038949446752667431 0.00070876078098081063 0.0023699469165876512 0.0060143163427710542 0.011519505176693203 0.0045489775948226461
decision_type=2 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 19 13 8 -8 9 -6 -7 -12 15 14 18 -3 -16 -9 -4 -5 -10 -1 -23
right_child=1 12 3 4 6 10 7 17 20 -11 11 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=1.5361471520329483e-05 0.0024575168233984868 -0.0023430506686778017 -0.0033013407868453617 -0.00090328510727704736 0.00059841602343702223 0.0001550225110336408 0.0010978070596452496 -0.002484257539599832 0.0012052087709614832 0.0032961821667502711 0.0014199146415051574 0.0043665594882687005 0.00067374703753610718 0.0014378241257291353 0.0019484530271557264 -0.00035347237009165829 -0.00078410529105907376 -0.0004384373782270602 -0.00011463457831613217 -0.0037067009778922648 -0.0010184452042967067 -0.00071319376371173219 0.00015040018883019442
leaf_weight=7152.706446647644 50.383449196815491 74.701292514801025 33.387130498886108 57.363406419754028 57.168225049972534 47.854961156845093 66.432693600654602 58.700843453407288 39.781543612480164 51.672090888023376 75.648366808891296 46.371138095855713 83.672989010810852 78.176854848861694 43.793854713439941 107.64926493167877 45.228882431983948 114.58042681217194 29.326024055480957 26.748740673065186 57.265815734863281 622.65124380588531 538.7342780828476
leaf_count=3522 20 48 23 37 29 24 32 38 16 19 33 17 39 29 19 53 24 68 18 20 33 334 285
internal_value=0 0.000203201 0.000418289 0.000307753 -0.000150921 0.000915491 0.00015938 -0.000513671 0.000943009 0.00187918 0.00186794 0.00253973 -0.000589066 0.000211761 -0.000419927 -0.00116852 0.00056015 -0.00113148 -0.00181117 -0.00179481 -0.000106927 -3.04506e-05 -0.000312597
internal_weight=0 1245.91 979.884 929.501 529.714 399.787 445.602 239.714 205.888 108.84 169.874 122.02 266.024 229.913 151.736 182.351 89.0227 173.281 62.7132 84.1121 97.0474 8314.09 1161.39
internal_count=4780 639 499 479 292 187 235 138 97 48 74 50 140 113 84 101 43 106 41 57 49 4141 619
is_linear=0
shrinkage=0.05


Tree=412
num_leaves=24
num_cat=0
split_feature=46 23 128 140 131 100 8 18 5 133 17 107 9 20 47 117 51 60 109 143 110 81 123
split_gain=0.0225552 0.0970369 0.126307 0.0987576 0.0875153 0.113965 0.174604 0.197298 0.116838 0.112661 0.104702 0.110859 0.0992787 0.0977041 0.140104 0.0963129 0.093458 0.0928556 0.124588 0.120453 0.127947 0.132781 0.11037
threshold=0.0081988852471113222 0.0019672545604407792 0.0030382014811038975 0.0019672545604407792 0.00017767510871635753 0.020035739988088611 0.0066005610860884198 0.00047558375808876013 0.00038414125447161501 0.01884530205279589 0.0025217677466571335 0.0051502294372767219 0.00096484774257987748 0.0058306583669036635 0.0084566329605877417 0.04673989117145539 0.0034400182776153092 0.0033348383149132137 0.0026012937305495147 0.0014881226234138014 0.0011261500185355546 0.0027679565828293566 0.00052132029668428015
decision_type=2 2 2 2 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 10 -8 11 -3 13 17 -15 -14 -9 18 22 -20 -21 -22 -6
right_child=1 4 -4 -5 12 -7 9 16 -10 -11 -12 -13 15 14 -16 -17 -18 -19 19 20 21 -23 -24
leaf_value=5.3066276986148729e-05 0.00067583696034982091 -0.0020838322911330585 -0.00070697265431981648 0.0030241335154284066 0.0035409866793959599 0.0017914804024328646 -0.0041545581857166756 0.0024740613958114249 -6.4321584494971598e-05 -0.0008795460208565316 -0.0033843063002168675 0.00087295202909979178 -0.00068346697572241712 -0.0019262055736155505 0.00041058479716143243 0.0011116996537768931 -0.00035732835001678299 -0.00025659708454911099 -0.00219015662498771 -5.7606221573712622e-05 -0.00045037394314700793 0.0020343488491911563 0.00025879760503133028
leaf_weight=6470.7000571489334 132.8653872013092 89.31550920009613 100.2101868391037 67.526153922080994 67.526153922080994 42.407622337341309 60.135871171951294 68.863590955734253 165.81335961818695 46.615114808082581 72.07521378993988 49.143602848052979 708.34480464458466 118.73912394046783 139.50377702713013 83.526602983474731 50.529835224151611 348.2615077495575 40.025520324707031 311.35001957416534 71.880032420158386 213.3755487203598 41.265366673469543
leaf_count=3177 64 55 71 23 23 16 43 24 69 27 48 23 402 77 67 33 26 174 26 168 40 81 23
internal_value=0 -0.00011115 0.00074237 0.00146714 -0.000203153 -0.000713843 -0.000890185 -0.000495201 -0.00105702 -0.00272445 -0.00183886 -0.00103437 -4.95272e-05 0.000210882 -0.000663863 -0.000494113 0.00127576 0.000417429 0.000732334 0.00046512 0.000643259 0.00140824 0.00229603
internal_weight=0 3089.3 300.602 200.392 2788.7 644.9 602.492 495.741 376.348 106.751 210.534 138.459 2143.8 1351.93 258.243 791.871 119.393 1093.68 745.423 636.631 596.606 285.256 108.792
internal_count=4780 1603 158 87 1445 331 315 245 195 70 126 78 1114 679 144 435 50 535 361 315 289 121 46
is_linear=0
shrinkage=0.05


Tree=413
num_leaves=24
num_cat=0
split_feature=88 108 117 138 149 144 108 52 15 150 111 114 116 149 63 30 74 149 111 71 89 37 82
split_gain=0.0229213 0.100484 0.096631 0.103327 0.104124 0.0773618 0.14801 0.0732893 0.100819 0.10096 0.0858033 0.0866023 0.0851997 0.0727663 0.082473 0.0713486 0.0585372 0.0581521 0.0573692 0.0601833 0.0588554 0.162754 0.121491
threshold=0.0062037324532866487 0.007706565549597145 0.034632634371519096 0.00064626874518580746 0.00060774214216507982 0.016668972559273246 0.007706565549597145 0.00899649551138282 0.0058306583669036635 0.00099512818269431613 0.00057154725072905432 0.0014881226234138014 0.0063990866765379914 0.00042089859198313212 0.00099512818269431613 0.0014881226234138014 0.0005375427135732026 0.00070876078098081063 0.0011261500185355546 0.0033348383149132137 0.0035485138650983576 0.00075379351619631063 0.0026012937305495147
decision_type=2 2 2 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 -2 18 17 8 10 -10 11 -5 16 14 -3 -13 -12 -7 20 -20 -1 -22 -23
right_child=1 13 -4 7 -6 6 -8 -9 9 -11 12 15 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24
leaf_value=2.6174884595272277e-05 -6.8592674577619929e-05 0.0016237160827662638 0.0019774133701705248 0.0013312888863931903 0.0030402219650586351 -0.00080958846048490799 0.0011542043026883985 -0.0012760780371399681 0.0031799453861954211 0.00061854826547628377 0.0022801127227256805 -0.0025785589982554934 0.0032402767289749362 -0.0010282317956873466 -0.00075137199083744424 -0.0004350696454219848 -4.3370518785028296e-05 -0.0028595512552860454 0.00028533164227689676 -0.002067025817254865 -0.0025535364424620535 -0.0013677559204498817 0.0026002967218352203
leaf_weight=7427.1760338544846 46.712705492973328 69.156363010406494 88.827555775642395 63.806614875793457 63.611433506011963 65.388028621673584 55.830788016319275 86.787021160125732 47.806165814399719 197.01356947422028 33.240744471549988 42.797985076904297 30.565870404243469 256.05598032474518 77.522552609443665 417.93465673923492 146.92289233207703 73.461446166038513 45.277677774429321 68.062902688980103 78.81119430065155 37.44823694229126 39.781543612480164
leaf_count=3470 31 36 35 32 24 43 28 59 22 110 17 32 15 162 56 285 102 51 26 45 55 28 16
internal_value=0 0.000168359 0.00038719 0.000267197 0.00172391 -3.56029e-05 -0.00101995 0.000116561 0.000239879 0.00111871 -5.27431e-05 -0.000395095 0.000799425 -0.000519555 0.000368438 -0.000634181 0.000385319 -0.00189417 -1.07043e-05 -0.0011273 5.98453e-06 -0.000955028 0.000676213
internal_weight=0 1668.76 1266.03 1177.2 110.324 7891.24 194.68 1066.88 980.088 244.82 735.269 524.539 210.73 402.735 146.679 460.733 180.164 138.849 7696.56 113.341 7583.22 156.041 77.2298
internal_count=4780 1018 764 729 55 3762 122 674 615 132 483 349 134 254 92 317 119 94 3640 71 3569 99 44
is_linear=0
shrinkage=0.05


Tree=414
num_leaves=24
num_cat=0
split_feature=34 118 58 113 47 115 123 106 20 0 102 66 106 7 110 100 100 70 32 102 12 142 109
split_gain=0.0226915 0.0734315 0.066818 0.0341441 0.126087 0.148616 0.133082 0.107141 0.126843 0.0951098 0.0953382 0.0838404 0.0678586 0.0644303 0.0593914 0.0503486 0.0478863 0.111729 0.149625 0.167345 0.163416 0.148041 0.102888
threshold=0.064669914543628707 0.00017767510871635753 0.0035485138650983576 0.010500331409275534 0.0098710241727530974 0.00747153488919139 0.00052132029668428015 0.0054799309000372895 0.00090704852482303988 0.00050559637020342063 0.00062670491752214741 0.00057154725072905432 0.016668972559273246 0.00093549740267917525 0.0019071503775194289 0.060991313308477409 0.013032016810029747 0.00046126570669002836 0.00017767510871635753 0.00042089859198313212 0.00017767510871635753 0.0037758676335215573 0.0051502294372767219
decision_type=2 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 15 6 7 11 8 -6 -9 -11 -5 13 -12 -14 16 -1 21 20 -20 -19 -18 -21
right_child=1 -3 -4 4 5 -7 -8 9 -10 10 12 -13 14 -15 -16 -17 17 18 19 22 -22 -23 -24
leaf_value=-1.258028083234911e-05 -0.00015259156841976313 -0.00098949595187144187 0.0018219085808085329 0.0015011158208622149 -0.0039722468527254281 0.0019140275441027266 -0.0023176785546481201 0.00090358811364018373 -0.00031159907635676029 -0.0026970470649234865 -0.0026120018310985334 -0.00030533081054585107 0.00064840425766679458 -0.00019247177156637741 -0.0015086324506389701 -0.0015366105853989701 0.0031534632090343484 -0.00017485071202145064 0.0024982571449346136 -0.0010667764022411969 -0.0039487595056665352 -6.6082931510259346e-06 0.00054051511866160743
leaf_weight=7510.298957824707 73.217469453811646 62.664359211921692 103.29538643360138 181.27705991268158 58.408071398735046 47.708575129508972 37.301850914955139 79.416701197624207 39.781543612480164 67.721335291862488 62.517973184585571 99.478256702423096 116.57216608524323 49.143602848052979 43.940240740776062 51.72088623046875 76.790622472763062 87.392528057098389 86.006295680999756 135.49146592617035 42.70039439201355 71.636055707931519 375.51816463470459
leaf_count=3917 41 39 36 57 26 18 22 26 16 31 33 41 42 23 25 21 26 30 27 64 28 30 161
internal_value=0 0.000480883 0.00100289 -1.23397e-05 -0.000308116 -0.000756248 0.000488247 -0.00100242 -0.00248913 -0.000654279 -0.00101828 0.000861049 -0.00060057 -0.00154714 5.79159e-05 1.8623e-05 2.82151e-05 0.000378156 0.000122961 0.000457777 -0.00141356 0.0016283 0.00011435
internal_weight=0 239.177 176.513 9320.82 883.267 565.21 318.057 517.502 98.1896 419.312 339.895 280.755 272.174 111.662 160.512 8437.56 8385.83 875.536 727.109 597.016 130.093 148.427 511.01
internal_count=4780 116 77 4664 360 240 120 222 42 180 154 98 123 56 67 4304 4283 366 310 252 58 56 225
is_linear=0
shrinkage=0.05


Tree=415
num_leaves=24
num_cat=0
split_feature=82 82 39 67 100 106 113 107 135 103 5 51 29 117 4 129 147 129 93 91 21 103 24
split_gain=0.0219566 0.0906262 0.166812 0.180074 0.139722 0.118022 0.115804 0.107456 0.151678 0.128326 0.131538 0.139025 0.156193 0.121542 0.113754 0.107349 0.104228 0.105437 0.104088 0.101926 0.0914297 0.0884119 0.0836092
threshold=0.0020292587578296666 0.0044099434744566688 0.0035485138650983576 0.00037263428384903824 0.00244467705488205 0.0054799309000372895 0.0044099434744566688 0.0092791137285530585 0.0015833032084628942 0.0026012937305495147 0.0066005610860884198 0.00017767510871635753 0.027182282879948619 0.04673989117145539 0.0015833032084628942 0.0013146653072908523 0.00043393640953581786 0.0011261500185355546 0.0023699469165876512 0.000490355829242617 0.0056525857653468856 0.026392062194645408 0.0044099434744566688
decision_type=2 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 7 4 -4 -6 -5 9 19 10 11 -2 13 14 15 -13 -16 -18 -8 -9 -21 -1 -17
right_child=1 -3 3 6 5 -7 18 8 -10 -11 -12 12 -14 -15 16 22 17 -19 -20 20 -22 -23 -24
leaf_value=8.7470188546758733e-05 0.00088320926923127435 9.6108508094178285e-05 0.0033190011852783884 -0.001158387098467867 0.0017374018032383989 -0.00094503945384868254 -0.0011045390414683067 0.0011954003385077582 -0.0035678045080505491 0.0014487220008872531 0.00076324917984145349 -0.0035743144249808841 -0.0046433922501615344 0.00096974242808462547 0.0020039922102020693 -0.00061657459531688622 -0.0031379859279330787 7.6322783356625571e-05 0.0019364067787367659 -0.0031272919375764183 0.00020815236049650764 -0.0016017038293828921 -0.0035928788389814263
leaf_weight=5518.5868287086487 76.888213157653809 2467.2563922405243 64.851279854774475 214.69302296638489 95.465945601463318 71.880032420158386 45.326473116874695 43.745059370994568 77.278575897216797 74.115748405456543 117.90960311889648 86.689430475234985 34.626976847648621 58.261685371398926 34.431795477867126 101.30364716053009 41.362957358360291 66.579079627990723 74.21333909034729 50.627425909042358 34.578181505203247 78.567217588424683 30.761051774024963
leaf_count=3009 30 971 21 135 38 40 28 17 46 24 43 55 20 20 12 62 27 38 28 30 18 45 23
internal_value=0 -9.00541e-05 -0.000397164 0.000279151 0.00134874 0.000585214 -0.000463914 -0.000809457 -0.00181619 -0.000522268 -0.000747419 -0.00108293 -0.00141589 -0.00114941 -0.0014913 -0.00220721 -0.000391321 -0.00115539 0.000783357 -0.000766466 -0.0017737 6.37593e-05 -0.00130983
internal_weight=0 3962.85 1495.59 566.43 232.197 167.346 334.233 929.159 206.229 722.93 648.814 530.905 454.017 419.39 361.128 218.754 142.374 107.942 119.54 128.951 85.2056 5597.15 132.065
internal_count=4780 1726 755 290 99 78 191 465 111 354 330 287 257 237 217 140 77 65 56 65 48 3054 85
is_linear=0
shrinkage=0.05


Tree=416
num_leaves=24
num_cat=0
split_feature=108 148 149 114 110 61 4 9 52 31 44 137 100 93 19 8 113 38 80 140 70 22 99
split_gain=0.0221315 0.0781781 0.079249 0.0478833 0.0349788 0.15165 0.075294 0.13955 0.104966 0.0526526 0.0354248 0.0758872 0.098598 0.139499 0.117507 0.0979139 0.120331 0.104659 0.0881319 0.0739813 0.0710462 0.0671246 0.0660876
threshold=0.079227816313505187 0.0020292587578296666 0.00060774214216507982 0.0005893622583243997 0.024066280573606495 0.0037758676335215573 0.0021592099219560628 0.00087947337306104611 0.002945306478068233 0.00017767510871635753 0.011519505176693203 0.00017767510871635753 0.0092791137285530585 0.0012745757703669371 0.0026012937305495147 0.00244467705488205 0.0019071503775194289 0.00040826165059115743 0.0036604277556762104 0.00244467705488205 0.00073092587990686308 0.0036604277556762104 0.0035485138650983576
decision_type=2 2 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 10 6 7 8 -6 -8 21 12 14 -14 -12 16 18 20 -16 -15 -17 -1 -22
right_child=1 3 -4 -5 5 -7 9 -9 -10 -11 11 -13 13 19 15 17 -18 -19 -20 -21 22 -23 -24
leaf_value=-3.6317007265887312e-05 0.0020942106639886245 -0.0022814967986959831 -0.00096487167773118103 -0.00031662439773715809 0.0017257025710105901 -0.0014349991533877463 0.00094800358203955468 0.0034533200980142588 -0.0010966389729434825 -0.0012384563043730584 -0.0027867183064308513 0.00053366852615771392 0.002229443581575587 -0.0012454385649258344 -0.0014605517281491252 -0.0016176871474814743 0.0024182489889619969 -0.0024345960423043955 0.0011058745964552536 0.00039561415814458176 0.00065664041126557672 -0.0010041970858496007 -0.0012954799285545522
leaf_weight=6800.3927022218704 45.131291747093201 62.664359211921692 39.879134297370911 61.375717520713806 86.250272393226624 82.725914716720581 58.505662083625793 64.948870539665222 53.302299976348877 52.013658285140991 52.013658285140991 852.14479506015778 88.778760433197021 87.587709426879883 70.493800044059753 81.193296313285828 62.176405787467957 76.038729548454285 63.660228848457336 318.10596287250519 156.695277094841 183.9807665348053 59.9406898021698
leaf_count=3451 20 39 20 40 37 54 30 25 32 33 33 376 33 38 37 45 19 49 26 122 72 114 35
internal_value=0 -0.000508802 0.000659168 -0.00130927 1.13748e-05 0.000470182 0.000970492 0.00153876 0.000647705 -8.10091e-05 -9.00774e-06 0.000178317 -9.28535e-05 0.000434179 -0.000511686 -0.000304157 0.000600001 -0.000778961 -0.000242703 4.13172e-05 -0.000356261 -6.18127e-05 0.000116511
internal_weight=0 209.051 85.0104 124.04 9350.95 397.747 315.021 204.501 139.553 110.519 8953.2 1968.83 1116.68 494.472 622.212 570.198 196.33 373.868 134.154 405.694 297.829 6984.37 216.636
internal_count=4780 119 40 79 4661 211 157 94 69 63 4450 885 509 193 316 283 82 201 63 160 152 3565 107
is_linear=0
shrinkage=0.05


Tree=417
num_leaves=24
num_cat=0
split_feature=98 52 27 149 27 102 66 80 70 99 26 52 1 40 141 143 71 5 54 120 100 28 61
split_gain=0.0224177 0.101788 0.159547 0.158971 0.122055 0.0997052 0.0852128 0.0835281 0.109099 0.156618 0.193324 0.143486 0.142604 0.160012 0.18166 0.471858 0.142372 0.124545 0.168134 0.197441 0.179138 0.235062 0.123656
threshold=0.0084566329605877417 0.016164712607860569 0.0013560238294303419 0.016164712607860569 0.010180860292166473 0.00062670491752214741 0.0028552538715302949 0.029773407615721229 0.00073092587990686308 0.0056525857653468856 0.00039601318712811922 0.0046923852059990176 0.0098710241727530974 0.00017767510871635753 0.0005893622583243997 0.0038949446752667431 0.055838862434029586 0.010829726699739696 0.00073092587990686308 0.00068727668258361529 0.010829726699739696 0.00066645268816500913 0.00043393640953581786
decision_type=2 2 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 7 8 9 10 12 -10 13 16 -15 -16 -2 18 -13 20 21 -20 -12
right_child=1 2 -4 -5 5 -7 -8 -9 11 -11 22 17 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=5.462959293999041e-05 -0.0017585389745317086 -0.0023355923770570701 0.0012065265770624355 0.0011268794873650226 -9.4410557443735173e-05 -0.0033365758846806495 -0.0018726802537749024 0.0017401404900285631 0.00037229312886372513 0.00026323887773506232 -0.0015682052470514921 0.0012241421546447609 0.0014334703259266015 -0.0001165994605643175 -0.0062345447094584337 -0.00060518128048343226 0.00087645527593123928 0.00084548412557701046 -0.0067332865389508464 0.0010919796618122177 -0.0003920610655640927 -0.0021274049752568703 -0.0055248055652401913
leaf_weight=6335.0000935792923 79.563087224960327 77.083394527435303 315.08952140808105 58.164094686508179 41.167775988578796 55.928378701210022 70.493800044059753 59.550327062606812 1194.9500942230225 355.11504173278809 43.793854713439941 55.586811304092407 67.574949264526367 88.729965090751648 64.001796245574951 88.973941802978516 144.12159502506256 93.884531855583191 41.362957358360291 46.322342753410339 63.70902419090271 83.868170380592346 35.96441388130188
leaf_count=3535 32 38 106 16 19 32 37 19 434 132 19 18 25 31 40 41 41 27 27 15 28 47 21
internal_value=0 -0.000107311 0.000589941 -0.000846533 -0.000220478 -0.00196193 -0.000157328 -0.000110945 -0.000154216 -0.000572243 -0.00105646 0.000101901 -0.000712889 -0.00102454 -0.00191644 -0.00296039 -6.07939e-05 -0.000737915 -0.00124903 -0.00183338 -0.00255059 -0.0036487 -0.00335231
internal_weight=0 3225 450.337 135.247 2774.66 97.0962 2677.57 2607.07 2547.52 967.839 612.724 1579.68 532.965 465.39 241.706 152.976 223.685 384.734 290.849 235.262 188.94 125.231 79.7583
internal_count=4780 1245 160 54 1085 51 1034 997 978 382 250 596 210 185 112 81 73 162 135 117 102 74 40
is_linear=0
shrinkage=0.05


Tree=418
num_leaves=24
num_cat=0
split_feature=149 125 51 124 133 129 150 84 150 61 30 124 107 23 29 105 150 128 118 117 116 95 67
split_gain=0.0218922 0.0878368 0.204163 0.212464 0.181154 0.123348 0.110877 0.107391 0.188047 0.17105 0.152054 0.185547 0.141764 0.124572 0.116726 0.14674 0.143528 0.168067 0.111067 0.132851 0.113401 0.108637 0.107203
threshold=0.0026012937305495147 0.0010585968848317864 0.00096484774257987748 0.00087947337306104611 0.0033348383149132137 0.00017767510871635753 0.0036604277556762104 0.00017767510871635753 0.00068727668258361529 0.0027679565828293566 0.00096484774257987748 0.002945306478068233 0.0058306583669036635 0.036783467978239066 0.0032328735105693345 0.017724351026117805 0.0053125319536775359 0.00017767510871635753 0.00064626874518580746 0.04673989117145539 0.0038949446752667431 0.0014881226234138014 0.00060774214216507982
decision_type=2 2 2 2 2 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 -7 8 -4 10 11 13 -11 14 -10 16 17 -16 19 20 21 -9 -22
right_child=1 2 7 5 -6 6 -8 18 9 12 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=7.2501476854472903e-05 0.00014289072321223905 -0.0046277834709710112 0.0023327073380572864 0.0013097621233051212 -0.0014449865922995381 -0.0023675437633300656 0.00049998258218044345 -0.00062210053071149103 0.00059061937563608009 -0.0042043198366214863 -0.0022539478975041444 0.0021252956061521399 -0.00055513991760309221 0.0018322961969329918 -0.0058861813239445386 0.0011380517251521496 -0.00081337298235812901 -0.0015478914169187463 0.00056488286549525972 0.0020751903716191285 0.0010099812050965839 -0.0036019318958747022 -0.0014091326119613091
leaf_weight=4983.9225268363953 2259.035410284996 63.904205560684204 53.009527921676636 84.766449332237244 148.81704092025757 77.278575897216797 59.794303774833679 63.806614875793457 103.34418177604675 60.038280487060547 94.56766664981842 80.802933573722839 47.806165814399719 50.285858511924744 40.025520324707031 46.419933438301086 116.71855211257935 50.481039881706238 787.9966127872467 43.696264028549194 100.81569373607635 58.749638795852661 83.91696572303772
leaf_count=2837 886 36 20 30 72 46 29 32 38 39 55 29 22 16 26 19 48 24 330 15 42 40 49
internal_value=0 -7.89632e-05 -0.000295263 -0.00127212 -0.00240114 -0.000189508 -0.00111666 -6.97606e-05 -0.000537179 -0.000757503 -0.000418932 -6.3388e-05 -0.00258668 -0.00049762 -0.000825815 -0.00140292 -0.00197212 -0.00346645 0.000235359 -0.000504456 -0.000871279 -0.00205054 -8.89295e-05
internal_weight=0 4576.08 2317.04 434.561 212.721 221.839 137.073 1882.48 743.5 690.49 582.646 488.078 107.844 407.275 356.989 253.645 207.225 90.5066 1138.98 350.985 307.289 122.556 184.733
internal_count=4780 1943 1057 213 108 105 75 844 336 316 255 200 61 171 155 117 98 50 508 178 163 72 91
is_linear=0
shrinkage=0.05


Tree=419
num_leaves=24
num_cat=0
split_feature=75 9 1 124 148 58 51 42 7 128 41 60 66 38 73 53 95 116 17 93 74 114 62
split_gain=0.0215145 0.0833914 0.0920395 0.202505 0.215657 0.0863784 0.0760445 0.0595677 0.0551069 0.0539763 0.0713214 0.0615285 0.0502858 0.0807026 0.0909022 0.08277 0.0882921 0.112788 0.14281 0.115662 0.125096 0.107328 0.0993912
threshold=0.011169348377734424 0.0030382014811038975 0.00244467705488205 0.0026012937305495147 0.010180860292166473 0.0053125319536775359 0.020658296532928947 0.0095705352723598498 0.0044099434744566688 0.015675474889576439 0.0003614811430452392 0.002945306478068233 0.00057154725072905432 0.0026012937305495147 0.00899649551138282 0.030689206905663017 0.00099512818269431613 0.0026833302108570938 0.0058306583669036635 0.0058306583669036635 0.00040826165059115743 0.0025217677466571335 0.00085274505545385193
decision_type=2 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 -4 6 -2 8 -5 12 11 -11 -1 14 15 16 -14 18 -18 20 21 22 -19
right_child=1 -3 3 7 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23 -24
leaf_value=6.0201289642080619e-05 -0.0001514811456297824 0.0022257421485117421 0.0058954932205891389 0.0017596179075286878 0.00091191696235793816 -0.0015699712375016222 0.0023243135832854496 0.0019694319895989256 -0.00056773139348231967 -0.00061741186196993944 0.00083863665826761969 -0.0025021636628383315 0.00010381404842164815 -0.0015762688011784088 0.0009606195654787256 0.00080862951054678492 -0.0027895238563808971 -0.0012203259866355831 0.00052589658816798869 -0.0017271918546521757 -0.002279233546098716 0.0024444781089037826 0.00077841853107018296
leaf_weight=6675.9445232152939 463.30992519855499 49.241193532943726 34.4805908203125 29.277228713035583 58.603252768516541 104.07611191272736 33.240744471549988 34.529386162757874 193.78198385238647 256.15357100963593 69.351544380187988 52.111248970031738 429.96272027492523 108.03962767124176 160.75638353824615 147.43080854415894 125.32871842384338 103.83213520050049 43.842650055885315 127.71082043647766 50.773811936378479 53.107118606567383 155.11386334896088
leaf_count=3140 315 27 14 16 34 68 17 16 139 166 44 37 186 69 77 69 78 58 21 68 36 24 61
internal_value=0 0.000219388 0.000115535 0.000759185 0.00275796 -0.000260257 1.42567e-05 3.68956e-05 -0.000262259 -2.56449e-05 -0.000610096 -0.000936024 1.32931e-06 -0.000259662 -0.000157902 -0.000303249 -0.000453685 -0.000817032 -0.0019303 -0.000433102 2.24026e-05 0.000396899 -2.30378e-05
internal_weight=0 1000.54 951.299 350.672 93.0838 600.627 496.551 257.589 223.059 8559.46 377.616 308.265 8181.84 1505.9 1397.86 1237.1 1089.67 659.709 169.171 490.538 362.827 312.053 258.946
internal_count=4780 646 619 219 48 400 332 171 155 4134 247 203 3887 747 678 601 532 346 99 247 179 143 119
is_linear=0
shrinkage=0.05


Tree=420
num_leaves=24
num_cat=0
split_feature=115 11 52 137 117 149 138 94 102 26 72 129 59 143 99 121 133 58 142 44 115 78 39
split_gain=0.0217137 0.0733088 0.128552 0.116147 0.137754 0.155221 0.104066 0.105688 0.102622 0.078702 0.0810014 0.0950897 0.0886946 0.11619 0.140431 0.132827 0.106261 0.134764 0.0812139 0.0805547 0.0784529 0.0689857 0.0905649
threshold=0.0063990866765379914 0.00747153488919139 0.00899649551138282 0.00037263428384903824 0.0056525857653468856 0.00060774214216507982 0.0022975050378590827 0.0019672545604407792 0.0041444667149335155 0.0026833302108570938 0.0037758676335215573 0.0053125319536775359 0.011169348377734424 0.0063990866765379914 0.00017767510871635753 0.0053125319536775359 0.0095705352723598498 0.001792412775103003 0.0079489401541650313 0.0013146653072908523 0.013032016810029747 0.029773407615721229 0.00052132029668428015
decision_type=2 2 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 5 -5 7 -3 -6 10 12 21 13 15 -15 16 19 -18 -16 -2 -4 22 -12
right_child=1 2 20 4 8 -7 -8 -9 -10 -11 11 -13 -14 14 18 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-4.4774371899294951e-05 -0.000234378182412971 -0.00037358228640002448 -0.0025167681058219909 0.00512030960803241 -0.0015670138089514897 0.0014715062747654298 -0.00076611278491330601 0.0023516787270529632 0.0021109145084852177 0.0021077656113003304 0.00020050473118053171 8.4152328290955391e-05 -0.0016313106139148209 0.0037200668707928161 -0.00037598267061709931 0.0025774001507922564 0.0032305967167917705 -0.00068865979779519915 0.0023070205260820455 -0.0022614974585568686 0.00022615086723057391 0.0005544066558687325 -0.0014162177096065749
leaf_weight=7065.4913604259491 194.77785348892212 61.278126835823059 45.424063801765442 49.094807505607605 38.688083291053772 71.733646392822266 122.80023038387299 84.815244674682617 37.204260230064392 42.456417679786682 114.43404078483582 708.52002322673798 49.485170245170593 55.781992673873901 71.880032420158386 47.659779787063599 43.793854713439941 43.940240740776062 46.419933438301086 65.485619306564331 61.180536150932312 81.242091655731201 356.412553191185
leaf_count=3284 126 36 32 21 25 34 82 32 18 18 62 463 37 26 40 16 19 25 19 47 32 47 239
internal_value=0 0.00012682 0.000623622 0.000982217 0.00190548 0.00295408 0.000306764 0.00120858 0.000235996 -2.10663e-05 -6.91465e-05 -0.00029918 0.000399152 0.000575509 0.00165197 0.000101885 -0.000237148 0.0012677 0.000676806 -0.000744427 -0.000942603 -0.000791127 -0.00102329
internal_weight=0 2494.51 572.219 465.614 196.721 120.828 268.894 146.093 75.8923 1922.29 1879.83 1260.61 619.224 569.739 174.082 395.657 347.998 87.7341 118.3 260.263 106.605 552.089 470.847
internal_count=4780 1496 312 248 98 55 150 68 43 1184 1166 811 355 318 85 233 217 44 59 173 64 348 301
is_linear=0
shrinkage=0.05


Tree=421
num_leaves=24
num_cat=0
split_feature=136 92 35 65 45 80 136 58 77 36 54 7 149 100 18 110 45 32 47 0 66 120 117
split_gain=0.0208865 0.0571685 0.0695334 0.072911 0.050831 0.0563861 0.0504413 0.115688 0.0909937 0.122737 0.119689 0.112141 0.0991437 0.141597 0.221752 0.117784 0.0867556 0.11907 0.0784337 0.0933037 0.0670057 0.0639325 0.110003
threshold=0.0044099434744566688 0.0034400182776153092 0.0010585968848317864 0.00017767510871635753 0.011880517937242987 0.0016846025246195497 0.00082683752407319855 0.004017772153019906 0.0054799309000372895 0.00096484774257987748 0.024810968898236755 0.00073092587990686308 0.010180860292166473 0.013032016810029747 0.00096484774257987748 0.0012745757703669371 0.004017772153019906 0.0015833032084628942 0.0005375427135732026 0.00087947337306104611 0.00057154725072905432 0.00082683752407319855 0.00747153488919139
decision_type=2 2 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 21 18 10 -10 12 -11 15 14 -14 -9 -17 -18 -8 -20 -15 -1 -23
right_child=1 2 3 -5 -6 -7 7 8 9 11 -12 -13 13 20 -16 16 17 -19 19 -21 -22 22 -24
leaf_value=5.496080996421857e-06 3.0618726663817068e-05 -0.0021411095320117784 0.0017130975639669894 -0.00083957367592765199 -0.00047247452947901908 0.0019247180101281656 0.0014740371369949166 -0.00033762491508425606 -0.0033761282407485447 0.0018881318299452943 0.0022153275481287473 -0.0017262689229648018 -0.0036564153239844414 0.0011269610002512147 0.00039880902411551565 0.0033152958405824025 -0.00092703239289336893 0.0023887835708513811 -0.002998131945331552 -0.00076947074649422003 -0.00084816415688933008 0.0013585738136363446 -0.00071956558994005864
leaf_weight=7477.0981389284134 59.647917747497559 41.167775988578796 48.997216820716858 65.19284725189209 54.346964955329895 115.13713836669922 34.529386162757874 136.78010761737823 41.362957358360291 39.73274827003479 74.066953063011169 46.663910150527954 71.782441735267639 113.79970133304596 63.562638163566589 52.960732579231262 50.578630566596985 58.261685371398926 51.964862942695618 487.8429126739502 68.961181640625 215.10334849357605 90.457764863967896
leaf_count=3794 23 19 17 35 21 37 16 63 27 14 22 29 36 36 22 18 28 20 31 298 28 98 48
internal_value=0 0.000361033 -0.000379394 0.000255739 0.000863063 0.00127833 -1.51287e-05 -0.000292244 8.9466e-05 -0.00113636 0.00031619 -6.4051e-05 8.80949e-05 -0.000526113 -0.00175194 0.000742467 0.00165553 0.000847908 -0.000836235 -0.000984014 0.000381687 3.44661e-05 0.000743365
internal_weight=0 384.49 155.358 114.19 229.132 174.785 9175.51 1392.85 818.514 127.76 690.754 86.3967 616.687 318.106 135.345 298.581 161.801 108.84 574.337 539.808 182.761 7782.66 305.561
internal_count=4780 152 71 52 81 60 4628 688 343 70 273 43 251 122 58 129 66 48 345 329 64 3940 146
is_linear=0
shrinkage=0.05


Tree=422
num_leaves=24
num_cat=0
split_feature=106 127 93 147 71 1 102 78 0 140 67 28 49 61 99 42 86 51 18 5 2 68 29
split_gain=0.0218347 0.0780082 0.157192 0.0832404 0.0794281 0.0782199 0.229878 0.206847 0.107135 0.061242 0.0587032 0.0906334 0.0576413 0.0623813 0.0511816 0.0410862 0.109663 0.16295 0.13194 0.101177 0.09078 0.089838 0.103756
threshold=0.00017767510871635753 0.00087947337306104611 0.030689206905663017 0.0019071503775194289 0.10522961243987085 0.00017767510871635753 0.00062670491752214741 0.00068727668258361529 0.0010918468469753864 0.011880517937242987 0.00087947337306104611 0.00052132029668428015 0.0017376682371832433 0.00087947337306104611 0.0022272822679951791 0.004017772153019906 0.0012745757703669371 0.027182282879948619 0.00096484774257987748 0.00017767510871635753 0.0012745757703669371 0.0017376682371832433 0.0027679565828293566
decision_type=2 2 2 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 -1 -9 12 11 -8 13 -7 -5 16 20 18 19 -18 -2 22 -17
right_child=15 3 -4 14 -6 9 10 8 -10 -11 -12 -13 -14 -15 -16 21 17 -19 -20 -21 -22 -23 -24
leaf_value=7.5255864752704599e-06 0.00020067922074777043 -0.0039932027044117056 -0.0029560640868591444 -0.00091900773533435537 -0.00078417389256841587 3.719184314402151e-05 -0.0032578730778844295 0.0046209530093895661 0.0016558352210298589 -0.0024598017360814746 0.00017795331597276773 3.5808642192663633e-06 0.0018021958828723221 -0.0016385704567062481 0.001427561986234137 -0.00017102871786300143 -0.00036294440220981691 0.0021636660351144394 1.5859028161172845e-05 -0.0020325859537092951 0.0017712269380672032 -4.7492814663469502e-05 -0.0028783634931649174
leaf_weight=96.70579195022583 3748.4833681583405 38.736878633499146 42.651599049568176 85.54717481136322 38.395311236381531 215.64009726047516 42.70039439201355 59.550327062606812 62.371587157249451 32.049693465232849 94.714052677154541 42.505213022232056 33.289539813995361 74.798883199691772 31.903307437896729 83.672989010810852 166.78926646709442 58.45686674118042 436.97151005268097 198.98534595966339 94.323689937591553 3719.4301533699036 61.326922178268433
leaf_count=35 1766 27 26 62 13 120 28 19 27 22 61 20 19 52 16 39 109 28 258 137 45 1813 38
internal_value=0 -0.000222129 -2.99525e-06 -0.00111966 -0.00239579 0.000163979 0.000645039 0.00173438 0.00310409 -0.00037491 -0.000678667 -0.00163088 -0.000168502 -0.00039438 -0.000281604 2.57053e-05 0.000124943 -0.000385018 -0.000570616 -0.00127125 0.000239229 -9.50924e-05 -0.00131608
internal_weight=0 991.56 796.977 194.583 77.1322 754.326 398.547 218.628 121.922 355.778 179.92 85.2056 323.729 290.439 117.45 8568.44 4704.01 861.203 802.746 365.775 3842.81 3864.43 145
internal_count=4780 547 429 118 40 403 190 81 46 213 109 48 191 172 78 4233 2343 532 504 246 1811 1890 77
is_linear=0
shrinkage=0.05


Tree=423
num_leaves=24
num_cat=0
split_feature=131 34 100 140 23 7 100 18 57 112 21 129 32 87 122 21 18 141 70 51 80 34 85
split_gain=0.020331 0.0711173 0.120886 0.104035 0.0910324 0.074307 0.0683845 0.104797 0.0797023 0.0629109 0.0574828 0.0532258 0.0452062 0.0456941 0.0396036 0.128982 0.109134 0.105918 0.108322 0.112754 0.102927 0.100804 0.0974649
threshold=0.020658296532928947 0.0041444667149335155 0.0021592099219560628 0.00899649551138282 0.022641776129603389 0.00073092587990686308 0.0068083447404205808 0.00038414125447161501 0.0013560238294303419 0.00244467705488205 0.0049928687512874612 0.0044099434744566688 0.00055427959887310873 0.0017376682371832433 0.0013560238294303419 0.0033348383149132137 0.0081988852471113222 0.0026833302108570938 0.0016331639490090313 0.0038949446752667431 0.0062037324532866487 0.0041444667149335155 0.0038949446752667431
decision_type=2 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 12 10 8 -8 9 11 -3 -7 -2 -14 -1 16 17 20 -19 -20 21 -16 -17
right_child=1 5 3 -5 -6 6 7 -9 -10 -11 -12 -13 13 -15 15 22 -18 18 19 -21 -22 -23 -24
leaf_value=1.6065320859549761e-05 -0.0014440715885202331 -0.00031243942123385137 0.0037481455689390231 0.00047330244498182904 0.002685176932762988 -0.0024889169908384537 0.0027204525400630151 -0.00011908931659390024 0.0011916690162974202 0.0013651898036934073 -0.0028345530904113274 -0.00058160528497550469 -0.00036209393939339799 0.0017314052550390755 -0.00039529325557477208 8.2967438841703475e-05 0.0011602927844075125 0.00021049799053168272 -0.0040692696007174145 -0.00017489054847037789 -0.0037060687454351753 -0.0026620555712695837 0.0023687822888725108
leaf_weight=7727.2587525844574 56.074764728546143 51.867272257804871 54.346964955329895 43.793854713439941 30.565870404243469 49.485170245170593 56.875452995300293 75.794752836227417 70.493800044059753 30.565870404243469 40.025520324707031 140.23570716381073 86.787021160125732 37.253055572509766 134.25161957740784 325.08592009544373 66.432693600654602 224.36781704425812 34.773362874984741 39.927929639816284 52.013658285140991 77.278575897216797 54.444555640220642
leaf_count=3822 38 27 21 19 15 37 17 39 37 15 26 97 59 20 67 139 32 101 26 22 33 46 25
internal_value=0 0.000237392 0.000837383 0.0022868 0.000162207 -0.000122155 0.000157534 0.00109822 -0.000271658 -0.000739936 -0.00141099 -0.00107909 -0.000265946 0.000266648 -2.23962e-05 -0.000317072 -0.000756272 -0.000982578 -0.000338571 -0.00198772 -0.0017134 -0.00122341 0.000410873
internal_weight=0 824.165 308.822 98.1408 210.681 515.344 423.451 132.67 290.781 220.287 91.8928 189.721 180.115 124.04 8735.83 1008.58 629.046 562.613 299.069 74.7013 263.544 211.53 379.53
internal_count=4780 467 172 40 132 295 242 56 186 149 53 134 117 79 4313 491 327 295 149 48 146 113 164
is_linear=0
shrinkage=0.05


Tree=424
num_leaves=24
num_cat=0
split_feature=81 95 0 98 146 102 99 95 103 21 25 37 44 101 78 37 116 23 28 69 142 133 5
split_gain=0.0210218 0.0671771 0.102332 0.0830752 0.0814346 0.0905902 0.0611086 0.155236 0.131126 0.0981966 0.0878223 0.0585344 0.0576218 0.0565427 0.0546911 0.0525383 0.0521708 0.067597 0.0969693 0.114493 0.112293 0.107629 0.113546
threshold=0.013860232196748258 0.0027679565828293566 0.0013146653072908523 0.00017767510871635753 0.013439828064292671 0.0036604277556762104 0.004017772153019906 0.00066645268816500913 0.00046126570669002836 0.001792412775103003 0.00042089859198313212 0.0011261500185355546 0.00017767510871635753 0.00040826165059115743 0.0079489401541650313 0.00057154725072905432 0.0072436286136507997 0.013860232196748258 0.00046126570669002836 0.0030382014811038975 0.0028552538715302949 0.010829726699739696 0.0031340263085439806
decision_type=2 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 -2 12 11 13 7 10 -8 -9 -5 14 -4 -6 -3 -11 -1 18 20 -20 21 22 -18
right_child=1 4 3 6 5 -7 8 9 -10 15 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=3.4424943574426927e-05 0.0027529980564963367 -0.0029529600275756745 0.00092146289399576116 0.0012960800104707569 0.0023350513262046157 -0.0010956052179254467 0.00044970933466448472 0.002930277507592186 -0.0026994389394420244 8.5744950249584963e-05 -0.0013025034884532221 0.00011426478519399157 -0.0011667727688204252 0.00024794209302958769 -0.00073070150902426712 0.0021039185149827576 -0.00041022616141285175 2.1340595463782973e-05 0.00030123027071638837 -0.0011421265637469192 -0.0032680535295928864 0.00097717876292912394 -0.0038875200581974241
leaf_weight=6629.9238222837448 45.131291747093201 56.074764728546143 43.891445398330688 51.574500203132629 53.009527921676636 76.038729548454285 227.04269111156464 102.05554008483887 38.688083291053772 82.335551977157593 87.978072166442871 57.168225049972534 133.54852199554443 83.672989010810852 54.68853235244751 53.009527921676636 59.9406898021698 891.90637588500977 345.92820107936859 227.92100727558136 64.148182272911072 55.733197331428528 38.590492606163025
leaf_count=3245 20 38 23 15 20 49 103 39 25 38 54 29 92 39 35 20 35 445 186 139 46 24 21
internal_value=0 0.000191532 0.000435049 0.000307493 -0.000362003 0.000287783 0.000571912 0.000981267 -8.77919e-06 0.00175921 -0.000342144 -0.0011851 -0.000650228 0.00105738 -0.00185574 0.000876187 -2.8702e-05 -0.000277209 -0.000613307 -0.000272041 -0.00150994 -0.000778853 -0.00177213
internal_weight=0 1245.91 865.255 820.124 380.653 212.721 642.684 376.953 265.731 237.401 139.553 167.932 177.44 136.683 110.763 135.345 8314.09 1684.17 792.262 573.849 218.413 154.264 98.5312
internal_count=4780 639 429 409 210 108 294 166 128 97 69 102 115 59 73 58 4141 896 451 325 126 80 56
is_linear=0
shrinkage=0.05


Tree=425
num_leaves=24
num_cat=0
split_feature=21 137 8 122 145 31 122 60 19 43 108 135 23 99 143 124 4 8 4 27 109 81 30
split_gain=0.0206409 0.0607853 0.0684409 0.0473149 0.028339 0.0697327 0.112895 0.0956215 0.0855173 0.0837734 0.08098 0.0837162 0.118155 0.111722 0.10508 0.144487 0.130711 0.124841 0.0809508 0.0817068 0.0727498 0.0677247 0.066056
threshold=0.024810968898236755 0.000490355829242617 0.0027679565828293566 0.00017767510871635753 0.012636432424187662 0.010500331409275534 0.00040826165059115743 0.00046126570669002836 0.0034400182776153092 0.00064626874518580746 0.028884131461381916 0.00057154725072905432 0.0081988852471113222 0.0068083447404205808 0.0044099434744566688 0.00087947337306104611 0.0026012937305495147 0.00017767510871635753 0.0011615398107096555 0.0020292587578296666 0.0066005610860884198 0.0027679565828293566 0.00096484774257987748
decision_type=2 2 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 10 9 -9 -8 11 14 21 18 17 -16 -17 -6 -14 -20 -12 -13 -19
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 20 12 13 -15 15 16 -18 22 19 -21 -22 -23 -24
leaf_value=-2.1023993364472343e-05 -0.0012431666433944349 0.00070514927800208529 -0.0027304781273432156 0.0010492353297560095 0.0025689582369673191 -0.0015898395419684731 0.0034165216132889123 -0.0011943526157768519 0.0014625930434474866 0.00088878991685390971 6.1473843190878419e-05 -0.0036004147360453212 0.00066215874271809702 0.0024192157383488132 -0.0030122600258007796 -0.0013586577330053458 0.0025917704148200747 0.0012395310100106844 -0.0033608388010209554 -0.00027062026572613078 -0.0026920318891695671 -0.00052310524536471742 -0.00065052986852339443
leaf_weight=8238.228457570076 57.217020392417908 70.298618674278259 43.940240740776062 37.106669545173645 106.11664652824402 49.338784217834473 67.623744606971741 55.830788016319275 66.188716888427734 63.611433506011963 47.854961156845093 38.688083291053772 90.164992809295654 43.696264028549194 39.976724982261658 41.362957358360291 42.407622337341309 107.25890219211578 34.675772190093994 55.830788016319275 48.09893786907196 33.240744471549988 81.242091655731201
leaf_count=4153 31 29 25 14 44 31 27 28 22 24 24 25 36 15 24 27 16 37 22 28 34 17 47
internal_value=0 -0.000491956 -0.00110061 -0.000341342 1.09719e-05 0.000247756 0.000332977 0.00125447 0.000246891 0.0021913 4.50818e-05 0.0002282 -0.000414841 0.000150492 0.000683618 -0.000539063 0.000641188 0.00119718 -0.000398209 -0.00145458 -0.00131878 -0.00217829 0.000424933
internal_weight=0 208.563 138.264 94.3237 9351.44 1113.21 1063.87 253.255 122.02 131.235 810.615 714.662 296.297 224.368 418.365 123.747 83.7706 294.618 180.672 90.5066 95.9539 71.9288 188.501
internal_count=4780 99 70 45 4681 528 497 101 50 51 396 338 143 101 195 67 43 128 86 50 58 42 84
is_linear=0
shrinkage=0.05


Tree=426
num_leaves=24
num_cat=0
split_feature=125 50 32 20 39 3 122 7 69 85 20 15 54 121 104 19 24 108 133 11 70 29 146
split_gain=0.0202435 0.0650938 0.0583648 0.0925822 0.0855019 0.0747601 0.0746094 0.0613774 0.0529329 0.0515892 0.0334708 0.0940513 0.155848 0.18899 0.218799 0.181161 0.136678 0.118214 0.161498 0.130733 0.109479 0.152745 0.105798
threshold=0.027182282879948619 0.021960759535431865 0.002945306478068233 0.00055427959887310873 0.00052132029668428015 0.0020932231564074759 0.000490355829242617 0.0033348383149132137 0.0011261500185355546 0.0034400182776153092 0.00062670491752214741 0.011169348377734424 0.0045489775948226461 0.0042751494329422721 0.0092791137285530585 0.004017772153019906 0.0054799309000372895 0.028884131461381916 0.0010263677686452868 0.027182282879948619 0.00046126570669002836 0.0032328735105693345 0.0028552538715302949
decision_type=2 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 -2 6 -4 -6 -5 -7 11 12 -1 16 15 -15 20 19 -19 -13 22 -22 -14
right_child=1 -3 5 8 7 9 -8 -9 -10 -11 -12 17 13 14 -16 -17 -18 18 -20 -21 21 -23 -24
leaf_value=-8.8675266198018842e-05 -0.00043498499554688112 0.0015514326229297392 -0.0005033247080253265 -0.0020676154720297509 0.0027381979859537001 0.0018958349604770324 -0.0030785434603217156 0.00050565958662584663 0.00070938690010812313 -0.00059281933811612057 8.5870164393655457e-05 0.00042499277622349316 -8.8041267995065504e-05 -0.0066284792655282882 -0.00012364611448907297 -0.0019760024940466596 -0.0022154301890780622 0.00062748160557130105 -0.003133058455616131 -0.0017609670192147112 -0.00088002958540025003 0.002136186626128037 -0.0022902418640260206
leaf_weight=2560.699542760849 55.781992673873901 86.006295680999756 177.09839999675751 41.460548043251038 82.140370607376099 49.192398190498352 33.435925841331482 49.241193532943726 29.277228713035583 36.110799908638 4085.7415145635605 1430.9733515977859 170.46001017093658 40.025520324707031 54.346964955329895 43.842650055885315 96.149080395698547 54.395760297775269 60.08707582950592 71.831237077713013 73.315060138702393 98.18961501121521 80.197426676750183
leaf_count=1249 26 27 101 31 30 25 25 27 16 27 2081 636 98 26 21 21 66 23 41 38 45 42 58
internal_value=0 0.000271687 7.29179e-05 0.000622703 0.0012051 -0.000406367 -0.000912307 0.00190145 -0.000918259 0.000842331 -1.94849e-05 -0.000108523 -0.000264884 -0.000952163 -0.00259495 -0.00419637 -0.00051409 0.000202522 -0.00134626 0.000320508 -0.000126603 0.00084681 -0.000792632
internal_weight=0 639.745 553.739 257.901 187.164 295.838 210.534 131.382 70.7378 85.3032 8920.25 4834.51 3217.23 656.526 138.215 83.8682 518.311 1617.29 114.483 1502.8 422.162 171.505 250.657
internal_count=4780 335 308 130 83 178 126 57 47 52 4445 2364 1626 377 68 47 309 738 64 674 243 87 156
is_linear=0
shrinkage=0.05


Tree=427
num_leaves=24
num_cat=0
split_feature=4 51 38 127 25 5 81 143 148 27 51 99 66 61 108 25 124 7 44 115 72 3 95
split_gain=0.0211129 0.0583187 0.0514269 0.0249501 0.0655284 0.132083 0.0631301 0.02794 0.0756181 0.0712072 0.0478097 0.0310047 0.0788153 0.0771475 0.0851594 0.058824 0.0699284 0.0978808 0.0620878 0.0368891 0.079724 0.158855 0.140305
threshold=0.015675474889576439 0.00066645268816500913 0.00085274505545385193 0.062805486842989935 0.0026833302108570938 0.0037758676335215573 0.0044099434744566688 0.055838862434029586 0.0020292587578296666 0.0011980500421486797 0.0038949446752667431 0.057509137317538268 0.00068727668258361529 0.00017767510871635753 0.0016846025246195497 0.00017767510871635753 0.0033348383149132137 0.00082683752407319855 0.00244467705488205 0.0033348383149132137 0.0037758676335215573 0.0032328735105693345 0.011169348377734424
decision_type=2 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 7 5 -5 -6 11 -9 -10 -11 19 13 14 -13 -15 17 18 -17 -1 21 22 -21
right_child=1 2 -4 4 6 -7 -8 8 9 10 -12 12 -14 15 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00012198429867976212 -0.0022587769181915901 0.0010078498474174068 -0.00099236449850971368 0.0027751253960118134 0.0009159795601234636 -5.9910619021973058e-05 -0.0018743659450055645 -0.0014604305459105067 0.0025313155745271096 -0.00083658362007508623 0.0015896529879763045 -0.0020293470969820929 -0.0017560554156801711 0.002271348353576882 0.00092428101765490856 -0.00059614077679144258 0.0021904468475925478 -0.0019478170888577444 0.0013510052303385865 0.00096465150050867906 -9.5253815739829449e-05 -0.00049903650524703465 -0.0012479071565611817
leaf_weight=5148.2565099000931 38.688083291053772 61.034150123596191 67.867721319198608 67.623744606971741 35.866823196411133 104.68161880970001 46.615114808082581 34.724567532539368 55.684401988983154 46.712705492973328 35.915618538856506 53.20470929145813 39.927929639816284 64.753689169883728 45.082496404647827 61.034150123596191 55.635606646537781 42.602803707122803 124.35281157493591 803.63553166389465 2103.2051330804825 344.22923386096954 78.66480827331543
leaf_count=2361 25 26 37 27 17 39 27 24 22 31 19 28 22 17 18 26 20 24 38 379 1280 224 49
internal_value=0 -0.000556263 -4.52768e-05 9.92546e-06 0.000497954 0.00105274 -0.000660999 -3.68239e-06 0.000625624 0.00114935 0.000218016 -1.58295e-05 0.000372305 0.000562561 -0.000674573 0.00091159 0.000601148 0.000213316 0.000709955 -3.81064e-05 9.1581e-05 0.000411958 0.000767383
internal_weight=0 167.59 128.902 9392.41 254.787 172.305 82.4819 9137.62 173.037 138.313 82.6283 8964.59 486.594 446.666 98.2872 348.379 283.625 227.99 185.387 8477.99 3329.73 1226.53 882.3
internal_count=4780 88 63 4692 110 66 44 4582 96 72 50 4486 193 171 46 125 108 88 64 4293 1932 652 428
is_linear=0
shrinkage=0.05


Tree=428
num_leaves=24
num_cat=0
split_feature=75 1 144 101 51 19 71 58 47 27 128 115 76 149 18 147 72 35 137 12 145 9 124
split_gain=0.0210793 0.0937785 0.132865 0.203954 0.120705 0.103419 0.0595224 0.0480785 0.0499781 0.0938591 0.0451018 0.0656385 0.0987636 0.0514313 0.0442151 0.0413248 0.147841 0.105422 0.0874735 0.0808398 0.0887427 0.109317 0.0985509
threshold=0.011169348377734424 0.00244467705488205 0.0023699469165876512 0.0019071503775194289 0.020658296532928947 0.02129978779703379 0.004017772153019906 0.0053125319536775359 0.0056525857653468856 0.0028552538715302949 0.015675474889576439 0.024810968898236755 0.0005893622583243997 0.0019071503775194289 0.0010585968848317864 0.015200819820165636 0.00064626874518580746 0.025578102096915249 0.0046923852059990176 0.0022272822679951791 0.0062037324532866487 0.0010263677686452868 0.0053125319536775359
decision_type=2 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 -4 7 8 -2 -10 15 12 13 -12 -8 -1 -17 18 19 -18 22 -22 -21
right_child=1 2 5 -5 -6 -7 14 -9 9 -11 11 -13 -14 -15 -16 16 17 -19 -20 20 21 -23 -24
leaf_value=-3.7835688496007967e-05 -0.0001918694469749774 0.00051700649290172505 -0.00023599974088854382 0.0045742934216281908 0.0022931863000970076 0.002815886642445223 -0.0019051250189154407 -0.001642494100221359 0.0027941441302364641 -0.00034035769676360385 -0.0013334957901576347 9.8871019349736341e-06 0.0010481675139900892 -0.0035654337711069871 -0.00028722176280177736 0.0030786631955506956 -0.0012026745995782114 0.002346432734184836 0.0022108733113152209 0.00097382424592827902 0.00025823771836307728 0.0033810428066956182 -0.00072956668955914737
leaf_weight=7377.300500869751 272.6419734954834 77.32737123966217 213.69715332984924 51.672090888023376 46.517524123191833 31.903307437896729 89.559485912322998 41.460548043251038 45.131291747093201 50.725016593933105 90.79933226108551 216.22564136981964 34.529386162757874 36.062004566192627 79.904654622077942 46.419933438301086 138.6542934179306 51.916067600250244 42.505213022232056 122.31227695941925 82.628324031829834 42.407622337341309 277.69894957542419
leaf_count=3417 196 48 148 19 23 16 65 31 20 34 62 144 16 25 46 19 86 29 20 62 50 16 188
internal_value=0 0.000217158 0.000842888 0.0021422 -0.000157316 0.000160438 -0.000354049 -2.82265e-05 0.000153398 0.00113544 -2.53842e-05 -0.000559634 -0.00132266 -0.00196795 -0.00114226 -7.27001e-07 0.000339543 0.000171827 1.19627e-05 -0.000128861 0.000154711 0.00131738 -0.000208717
internal_weight=0 1000.54 374.6 128.999 625.94 245.6 579.423 409.959 368.498 95.8563 8559.46 377.616 161.391 126.861 169.464 8181.84 804.543 758.123 706.207 663.701 525.047 125.036 400.011
internal_count=4780 646 231 67 415 164 392 281 250 54 4134 247 103 87 111 3887 470 451 422 402 316 66 250
is_linear=0
shrinkage=0.05


Tree=429
num_leaves=24
num_cat=0
split_feature=143 131 25 29 82 33 79 10 51 148 73 15 21 146 51 122 141 71 51 81 144 143 71
split_gain=0.0203415 0.0729199 0.0687766 0.123277 0.141126 0.169133 0.199575 0.143103 0.171593 0.116439 0.111593 0.10785 0.105057 0.103854 0.0943937 0.0979949 0.159178 0.155445 0.12964 0.123157 0.140743 0.120455 0.156309
threshold=0.0056525857653468856 0.020658296532928947 0.00077738583786413084 0.021960759535431865 0.015675474889576439 0.0015349716995842757 0.00055427959887310873 0.007706565549597145 0.0018488886416889729 0.00087947337306104611 0.00050559637020342063 0.044033329933881767 0.015675474889576439 0.0010263677686452868 0.0038949446752667431 0.0032328735105693345 0.0013986918493174019 0.072653736919164671 0.0030382014811038975 0.0013146653072908523 0.00096484774257987748 0.00899649551138282 0.0092791137285530585
decision_type=2 2 2 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 13 12 -5 -8 -2 -9 -7 15 16 17 -4 19 20 -18 -17 -23
right_child=2 -3 14 9 -6 7 10 8 -10 -11 -12 -13 -14 -15 -16 21 18 -19 -20 -21 -22 22 -24
leaf_value=1.0377773920867536e-05 -0.0067408029368504988 0.00068996938272775337 -0.00060583446236832448 -0.0015694108088091579 0.0012115622323140476 0.002160543985098851 0.0012318046139838819 -0.0014053578000071587 -0.0031713469806897293 0.00063856763403067045 -0.0024149564027587857 -0.0026603222620751503 0.0018024971770471032 -0.00032987343742056684 0.00039264248342041542 0.00067137846570344156 0.0039007846310696475 -0.0039357651347024141 -0.0011986060768250746 0.00024929395253798592 -1.6179228039537959e-05 -0.00096838323196282283 -0.0054668937521168675
leaf_weight=4842.8506523370743 29.423614740371704 429.74757611751556 376.93322956562042 70.542595386505127 87.294937372207642 46.371138095855713 37.204260230064392 75.941138863563538 98.872749805450439 388.84373962879181 48.09893786907196 36.013209223747253 38.444106578826904 430.49946904182434 1218.9152771234512 41.167775988578796 51.623295545578003 38.639287948608398 139.84534442424774 908.73634576797485 41.265366673469543 52.013658285140991 30.71225643157959
leaf_count=2329 22 231 219 39 26 17 18 45 70 169 34 23 15 208 609 19 17 23 81 489 23 33 21
internal_value=0 6.57685e-05 -8.08813e-05 -0.000370387 -0.000701949 -0.0009006 -0.0024179 -0.000569187 -0.00164584 0.000299514 -0.000824453 -0.00449511 -0.000327219 -8.7704e-05 5.76442e-05 -0.000185277 -7.75878e-05 -0.000915446 0.000227449 0.000426553 0.00216069 -0.00153866 -0.00263847
internal_weight=0 5272.6 4287.4 1387.55 928.164 840.869 150.74 690.129 213.258 459.386 85.3032 65.4368 114.385 476.871 2899.85 1680.94 1557.04 415.573 1141.47 1001.63 92.8887 123.894 82.7259
internal_count=4780 2560 2220 686 478 452 97 355 130 208 52 45 60 225 1534 925 852 242 610 529 40 73 54
is_linear=0
shrinkage=0.05


Tree=430
num_leaves=24
num_cat=0
split_feature=110 39 143 29 58 113 54 113 39 88 89 125 77 71 89 1 85 130 145 21 86 116 20
split_gain=0.0200072 0.0953284 0.114196 0.0991055 0.0855767 0.104109 0.131959 0.0404707 0.0380235 0.0336232 0.0680433 0.119776 0.0915227 0.0898574 0.0768542 0.120774 0.129036 0.130175 0.111683 0.126127 0.088816 0.0768955 0.113871
threshold=0.024066280573606495 0.0048403022810816774 0.0070226341485977182 0.010180860292166473 0.001792412775103003 0.0034400182776153092 0.0010585968848317864 0.0011980500421486797 0.0014881226234138014 0.0062037324532866487 0.0035485138650983576 0.001792412775103003 0.0020292587578296666 0.0079489401541650313 0.00085274505545385193 0.0063990866765379914 0.011519505176693203 0.00068727668258361529 0.0062037324532866487 0.0049928687512874612 0.0015833032084628942 0.0038949446752667431 0.00055427959887310873
decision_type=2 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 -2 6 -6 8 -4 10 14 13 -13 -12 -1 16 17 18 20 -20 21 -16 -23
right_child=1 3 7 -5 5 -7 -8 -9 -10 -11 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24
leaf_value=-8.9489618076838838e-05 0.0022241092065568347 -0.00040486134060280145 -0.001624291663788502 0.0024974045936226258 0.00073048454117815296 0.0014072020803996884 -0.0035566200184100403 -0.0019557300586149247 0.00071515037137747815 0.00018965576460567009 -0.00075617563570093025 0.0021645733038818372 -0.00087691549736167965 -0.0044660380934549533 0.0027125394693476323 -0.00095024041788136079 -0.0019181453510685208 -0.0012651201996700724 -0.0015758728475123174 0.0018205851519481121 0.00019723805080875819 0.0027940770679614063 -0.00059389573583275453
leaf_weight=6569.8966348171234 61.131740808486938 45.375268459320068 30.71225643157959 83.624193668365479 37.155464887619019 66.237512230873108 34.724567532539368 77.473757266998291 39.976724982261658 1623.3380472660065 30.761051774024963 33.143153786659241 97.486517429351807 34.773362874984741 181.47224128246307 124.0400767326355 41.362957358360291 57.460997104644775 64.001796245574951 47.708575129508972 78.469626903533936 46.419933438301086 53.253504633903503
leaf_count=3045 30 30 21 37 16 24 24 54 24 986 23 13 67 26 65 79 27 41 40 18 41 19 30
internal_value=0 0.000315843 -0.000115141 0.00147654 0.000666565 -2.28141e-05 -0.00134058 -0.00116638 -0.000301267 -1.65652e-05 -6.14385e-05 -0.000980335 -0.000105234 -0.00272467 -3.6624e-05 0.000463702 0.000771316 0.000981692 0.00125561 -0.000125335 0.00168458 0.00209971 0.000983952
internal_weight=0 476.411 347.412 128.999 199.249 138.118 71.88 148.163 70.689 9083.59 7460.25 196.164 130.63 65.5344 7264.09 694.19 570.15 528.787 471.326 111.71 359.615 281.146 99.6734
internal_count=4780 260 193 67 94 64 40 99 45 4520 3534 129 80 49 3405 360 281 254 213 58 155 114 49
is_linear=0
shrinkage=0.05


Tree=431
num_leaves=24
num_cat=0
split_feature=140 78 38 149 92 11 71 10 95 117 150 103 110 112 20 58 129 43 58 95 1 133 92
split_gain=0.0205889 0.098374 0.107285 0.0826945 0.103612 0.10983 0.0887634 0.0818966 0.0796647 0.05498 0.0382037 0.075644 0.0769197 0.0841277 0.0839535 0.0807271 0.134731 0.0733367 0.0637255 0.0493356 0.0468435 0.0374218 0.053837
threshold=0.076978169381618514 0.010500331409275534 0.00093549740267917525 0.0058306583669036635 0.0060143163427710542 0.0019071503775194289 0.017724351026117805 0.028884131461381916 0.0021592099219560628 0.0049928687512874612 0.014740333426743748 0.0013986918493174019 0.00096484774257987748 0.0019071503775194289 0.000490355829242617 0.044033329933881767 0.00077738583786413084 0.0038949446752667431 0.0095705352723598498 0.0012745757703669371 0.00046126570669002836 0.044033329933881767 0.002945306478068233
decision_type=2 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 9 -5 8 -7 -2 21 12 14 17 18 16 -16 -14 -12 -15 -13 -1 -23
right_child=1 -3 -4 6 -6 7 -8 -9 -10 -11 11 20 13 19 15 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=2.6501818082118682e-05 -0.00052235871554370112 -0.0017731441759868682 -0.0014238648710154715 0.0032863545846736441 0.0021748891794638537 -0.0017219588497254376 0.00081000176744500389 0.0025184275127249976 0.0011396621598057251 -0.0031229737274519921 0.00094547929085672807 0.0012681169430986941 -0.00084522841830921469 -0.00027118333617649689 -0.0052093124491464794 -0.00043960875437353111 -0.0012812999461430153 0.00152909733996587 -0.0015529772214625656 -0.0026194846588619394 -0.00036441112172971022 -0.0017136961787028275 7.2521904771921781e-06
leaf_weight=8177.5358748435974 46.566319465637207 51.964862942695618 62.517973184585571 56.924248337745667 57.119429707527161 43.989036083221436 99.331870675086975 41.070185303688049 54.395760297775269 36.062004566192627 51.72088623046875 92.595890164375305 50.529835224151611 53.107118606567383 40.074315667152405 43.647468686103821 47.95255184173584 91.258453130722046 50.383449196815491 38.639287948608398 83.624193668365479 76.038729548454285 112.95021772384644
leaf_count=4141 25 31 33 19 27 27 35 15 23 25 21 28 26 24 28 13 28 27 20 23 37 49 55
internal_value=0 0.000297004 0.000513028 0.000791104 0.000275646 -0.000212836 0.00171214 0.000643059 -0.000139803 -0.00165736 -1.81281e-05 -0.000389361 -0.000722246 -8.04291e-05 -0.00136339 -0.00219776 -0.00306953 0.000682946 -0.000287386 -0.00126018 0.00049341 1.04262e-05 -0.000685163
internal_weight=0 549.942 497.977 435.459 279.203 222.083 156.256 139.455 98.3848 82.6283 9010.06 643.533 467.313 233.535 233.779 131.674 88.0269 141.788 102.104 91.7464 176.22 8366.52 188.989
internal_count=4780 260 229 196 142 115 54 65 50 50 4520 275 210 100 110 69 56 53 41 47 65 4245 104
is_linear=0
shrinkage=0.05


Tree=432
num_leaves=24
num_cat=0
split_feature=150 69 9 104 92 81 1 54 143 40 121 127 110 112 110 58 4 104 87 98 117 52 37
split_gain=0.0197606 0.0863068 0.129709 0.177244 0.129205 0.135655 0.129813 0.128475 0.122915 0.118542 0.171546 0.109933 0.116375 0.100621 0.0958622 0.094214 0.0933696 0.0952445 0.0869296 0.305208 0.110545 0.11499 0.100314
threshold=0.0019672545604407792 0.00073092587990686308 0.0013560238294303419 0.0033348383149132137 0.055838862434029586 0.00899649551138282 0.00039601318712811922 0.0062037324532866487 0.0079489401541650313 0.0048403022810816774 0.00099512818269431613 0.00087947337306104611 0.00066645268816500913 0.00040826165059115743 0.00066645268816500913 0.0020932231564074759 0.015675474889576439 0.066585760563611998 0.00055427959887310873 0.015675474889576439 0.0063990866765379914 0.0070226341485977182 0.0012745757703669371
decision_type=2 2 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 8 5 6 9 11 14 13 -11 -8 -13 -3 -4 -6 17 18 -1 20 -20 22 -22
right_child=-2 2 3 -5 15 -7 7 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24
leaf_value=0.00014439181092026779 -6.4427952725137712e-05 -0.00098393856228250437 0.0029033359749157349 0.0034453857598997456 -0.00025354292943153867 -0.00104955580407008 0.00090246235876338351 -0.00050113855603081583 -0.00063509072674711783 -0.0001948528220617542 -0.0053025118027975509 0.0043217742116676066 0.0011457285970175597 0.0023585598079003678 -7.5596296340066702e-05 -0.0040990490054845464 -0.0023082639309630975 0.0023653418607645052 -0.00051932201559800239 -0.0023966880052476679 0.00058373178375249117 0.0017299233711665187 -0.00167549949389961
leaf_weight=1939.004243016243 5301.4562618732452 48.001347184181213 70.201027989387512 75.599571466445923 34.724567532539368 148.16273868083954 265.68197906017303 106.65339529514313 101.40123784542084 42.651599049568176 26.748740673065186 58.310480713844299 57.070634365081787 42.407622337341309 43.891445398330688 29.423614740371704 45.375268459320068 41.167775988578796 538.71431529521942 164.71989929676056 168.82980108261108 140.49964666366577 69.302749037742615
leaf_count=1008 2505 30 25 31 24 99 126 66 66 26 20 22 25 16 23 22 30 19 338 78 85 54 42
internal_value=0 8.02063e-05 0.000450078 0.00136235 0.000141234 0.000315263 0.000627552 0.0010328 0.000631574 -0.0006092 -0.00216348 0.00146212 0.00275082 0.000583908 0.00175734 -0.00201741 -5.67786e-05 -2.34169e-05 -5.59682e-05 -0.000415002 -5.91685e-05 0.000595534 -7.37631e-05
internal_weight=0 4258.54 1150.93 291.093 859.837 795.689 647.526 487.716 215.494 159.809 69.4003 381.063 115.381 90.409 114.092 64.1482 3107.61 3062.24 3021.07 1082.07 917.347 378.632 238.133
internal_count=4780 2275 621 145 476 430 331 239 114 92 46 173 47 46 48 46 1654 1624 1605 597 519 181 127
is_linear=0
shrinkage=0.05


Tree=433
num_leaves=24
num_cat=0
split_feature=81 148 25 62 118 107 29 116 11 20 7 3 45 107 106 138 45 20 109 63 143 63 126
split_gain=0.0205966 0.062362 0.130676 0.102302 0.0831213 0.0904152 0.160155 0.111332 0.0784903 0.0959913 0.0750393 0.126641 0.0914986 0.0813672 0.0780164 0.0683768 0.064442 0.0587599 0.0517864 0.104993 0.10917 0.0898162 0.161747
threshold=0.013860232196748258 0.027182282879948619 0.0022975050378590827 0.0010585968848317864 0.00085274505545385193 0.0027679565828293566 0.0068083447404205808 0.0014427106943912806 0.0012357163941487672 0.00017767510871635753 0.0033348383149132137 0.00044738779251929378 0.0010263677686452868 0.0019071503775194289 0.0013986918493174019 0.00044738779251929378 0.0051502294372767219 0.0013146653072908523 0.00747153488919139 0.0027679565828293566 0.0063990866765379914 0.0019071503775194289 0.0016846025246195497
decision_type=2 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 16 10 6 7 -6 -7 -10 11 12 -2 -14 -12 -4 -3 -11 -1 21 -21 -20 -23
right_child=1 2 15 -5 5 8 -8 -9 9 17 14 -13 13 -15 -16 -17 -18 -19 19 20 -22 22 -24
leaf_value=7.6682288372767785e-05 -0.0020035012824955044 0.0034641066361743526 0.00097606280454675266 -2.1334460722676866e-06 0.0018072582589431731 -0.00043482354036050946 -0.0028974095286226865 -0.00079703873863946634 0.0025903435303221314 -0.00097395202331355783 0.0026108527963111666 -0.0021489650338012822 0.0016352567864336845 -0.0003685226169797605 -0.00071844716374150645 -0.001786515415027979 0.0011620327055228109 0.0014676343103484318 -0.00024708001538905819 0.00084221224150877018 -0.0001501062129716838 -0.0017812819012152717 0.00073057612817426659
leaf_weight=4864.1609239578247 55.928378701210022 68.912386298179626 37.253055572509766 65.046461224555969 76.839417815208435 66.481488943099976 46.810296177864075 88.075662851333618 106.06785118579865 42.651599049568176 37.204260230064392 113.43817114830017 72.924697399139404 165.95974564552307 33.387130498886108 56.17235541343689 54.395760297775269 58.359276056289673 1895.0351697206497 425.90161383152008 793.66796553134918 249.02722775936127 86.299067735671997
leaf_count=2449 32 26 20 29 28 34 35 58 42 26 18 75 29 75 23 42 23 24 928 181 401 143 39
internal_value=0 0.000189585 0.000843918 0.00160225 -1.65364e-06 0.000459511 -0.000316257 0.00041639 0.00105993 0.00153981 -0.000469024 -0.000729298 -0.000183038 0.000243175 0.00103622 -0.000684947 0.00244858 0.00043668 -2.84102e-05 -0.000176583 0.000196434 -0.00038055 -0.00113483
internal_weight=0 1245.91 281.78 188.355 964.128 485.286 211.725 164.915 273.56 207.079 478.842 408.251 294.813 238.884 70.5914 93.4254 123.308 101.011 8314.09 3449.93 1219.57 2230.36 335.326
internal_count=4780 639 140 78 499 247 121 86 126 92 252 211 136 104 41 62 49 50 4141 1692 582 1110 182
is_linear=0
shrinkage=0.05


Tree=434
num_leaves=24
num_cat=0
split_feature=34 106 138 7 34 27 1 105 25 92 18 95 51 54 67 86 144 36 100 77 119 7 18
split_gain=0.020192 0.0653296 0.0857214 0.0331341 0.0313667 0.095918 0.115921 0.104173 0.100665 0.109207 0.080148 0.0784673 0.11085 0.126885 0.0874669 0.113011 0.12544 0.0908768 0.0956254 0.083508 0.0824618 0.0732372 0.101949
threshold=0.064669914543628707 0.020035739988088611 0.00039601318712811922 0.0015833032084628942 0.015200819820165636 0.00064626874518580746 0.0032328735105693345 0.0068083447404205808 0.00017767510871635753 0.00055427959887310873 0.00075379351619631063 0.0014881226234138014 0.0049928687512874612 0.0005893622583243997 0.00017767510871635753 0.00080172589514404546 0.00017767510871635753 0.0015833032084628942 0.024810968898236755 0.0030382014811038975 0.00040826165059115743 0.0033348383149132137 0.0054799309000372895
decision_type=2 2 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 -1 6 8 11 9 -6 -10 14 13 -13 15 16 -7 18 -16 -14 -15 -9 -23
right_child=1 -3 3 -5 5 7 -8 21 10 -11 -12 12 19 20 17 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=3.1472309034450725e-05 0.0017528867871901635 -0.0013177184333277659 0.00066583552665538828 -0.0013078741063634056 -0.0019123591968576014 0.0016965426583081104 0.00092719712648271367 -0.0017630996066989807 -0.0039420866570967833 0.0003853241193584084 -0.00093501891016254399 0.0015749252269785297 0.00091989216621716618 -0.0021936298527610357 -0.0015505739293915008 0.0028367890515534947 -0.00095397083983182231 0.0012491293276508176 0.00091670873223384259 -0.0016095539498567138 4.7240808999712667e-05 -0.000873556113324075 0.0018390953420941007
leaf_weight=7634.2037415504456 111.27121329307556 42.749189734458923 41.118980646133423 44.037831425666809 100.96207976341248 108.59633922576904 68.961181640625 122.55625367164612 54.68853235244751 106.01905584335327 37.253055572509766 39.73274827003479 205.59490323066711 137.36565172672272 110.61691105365753 82.140370607376099 75.794752836227417 95.612331628799438 60.887764096260071 38.785673975944519 58.554457426071167 136.02821469306946 46.46872878074646
leaf_count=3829 40 30 17 29 48 38 28 72 35 40 20 14 85 87 67 30 39 44 20 29 32 86 21
internal_value=0 0.000453626 0.000839129 -0.000354845 -1.16403e-05 -0.000206782 -0.000920678 -7.62875e-06 -0.00134698 -0.000735449 -0.00272368 0.000236155 -0.000227671 -0.00100142 0.000653382 0.00129421 0.000607038 1.39595e-05 -0.000674637 0.000518443 -0.0015239 -0.000817716 -0.000182841
internal_weight=0 239.177 196.428 85.1568 9320.82 1686.62 367.884 1318.74 298.923 206.981 91.9416 1013.68 480.033 235.653 533.648 266.531 184.391 267.117 171.505 244.381 195.92 305.053 182.497
internal_count=4780 116 86 46 4664 835 171 664 143 88 55 485 247 133 238 107 77 131 87 114 119 179 107
is_linear=0
shrinkage=0.05


Tree=435
num_leaves=24
num_cat=0
split_feature=119 119 79 78 126 76 8 60 71 98 144 42 45 47 104 21 47 145 53 33 1 72 150
split_gain=0.0200883 0.0613583 0.124053 0.0740766 0.0627498 0.0863896 0.0585949 0.0865477 0.0532722 0.0863712 0.0847104 0.0919384 0.129348 0.123331 0.138283 0.166208 0.16918 0.293111 0.226695 0.133777 0.133714 0.128536 0.217834
threshold=0.00044738779251929378 0.0003614811430452392 0.0049928687512874612 0.0058306583669036635 0.0081988852471113222 0.004017772153019906 0.0066005610860884198 0.0014881226234138014 0.0092791137285530585 0.015675474889576439 0.016668972559273246 0.00017767510871635753 0.00082683752407319855 0.0066005610860884198 0.00093549740267917525 0.0013986918493174019 0.0098710241727530974 0.0023699469165876512 0.0056525857653468856 0.0027679565828293566 0.0010585968848317864 0.0054799309000372895 0.0032328735105693345
decision_type=2 2 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 7 -3 9 -1 11 12 -10 -13 -15 16 17 -16 -18 20 -20 22 -17
right_child=-2 2 -4 -5 -6 -7 -8 -9 10 -11 -12 13 -14 14 15 21 18 -19 19 -21 -22 -23 -24
leaf_value=0.00018773682113531898 -0.00016407136712860812 0.0010274531938971234 -0.00074471187925075457 -0.00032390710194137772 -0.0015930221892468924 0.0020773340303558412 0.00031491852669847603 0.003329080292519989 -0.0013527507399089241 -0.0014019072812568624 -0.0014701159185786005 0.00023785710572794326 0.00035611038224852345 0.0013388216707728234 -0.00053629304678351074 0.0016712992347653497 -0.003293035258060534 -0.0059893009910051307 -0.0028273792298218283 0.0022579901576660305 0.00046575633214677596 -0.0012979629900805086 -0.00035959814587987419
leaf_weight=3281.3917922973633 1560.9775531291962 87.441323399543762 117.25530087947845 63.855410218238831 61.326922178268433 50.334653854370117 63.611433506011963 76.644236445426941 305.51231801509857 87.734095454216003 113.29178512096405 2172.1108728647232 173.69159579277039 108.64513456821442 50.481039881706238 177.60631620883942 65.290437936782837 48.147733211517334 47.95255184173584 52.911937236785889 86.299067735671997 192.90366768836975 514.58278357982635
leaf_count=1888 798 32 70 34 38 18 24 20 144 44 69 929 69 40 24 68 39 36 28 16 39 103 210
internal_value=0 3.20179e-05 0.000628717 0.00118108 -1.20248e-07 1.28548e-05 0.00160314 0.00210254 -1.04024e-06 0.000146342 -0.000121872 -8.36484e-05 -0.000733359 4.87875e-06 -0.00037142 -0.00052173 -0.00144228 -0.00319829 -0.000756236 0.000128705 -0.0007105 -0.000156584 0.000161503
internal_weight=0 7999.02 408.808 291.552 7590.21 7528.89 227.697 164.086 7478.55 3369.13 4109.43 3996.14 479.204 3516.93 1344.82 1236.18 351.083 98.6288 252.454 187.164 134.252 885.093 692.189
internal_count=4780 3982 180 110 3802 3764 76 52 3746 1932 1814 1745 213 1532 603 563 182 60 122 83 67 381 278
is_linear=0
shrinkage=0.05


Tree=436
num_leaves=24
num_cat=0
split_feature=9 12 108 45 75 28 81 19 125 54 63 59 84 46 81 12 50 15 99 69 116 116 61
split_gain=0.0188693 0.0935885 0.0930241 0.0870297 0.116847 0.0630088 0.100874 0.0624124 0.116258 0.0834009 0.0789431 0.0739914 0.0620999 0.11723 0.0802698 0.0774988 0.0586722 0.0966996 0.0403066 0.0389117 0.106081 0.0356486 0.102417
threshold=0.0020932231564074759 0.010180860292166473 0.0026833302108570938 0.0012357163941487672 0.0005375427135732026 0.004017772153019906 0.0048403022810816774 0.004017772153019906 0.0041444667149335155 0.0017376682371832433 0.0016846025246195497 0.0098710241727530974 0.0005375427135732026 0.0045489775948226461 0.013860232196748258 0.0013986918493174019 0.015200819820165636 0.0014881226234138014 0.0030382014811038975 0.04673989117145539 0.0038949446752667431 0.0072436286136507997 0.0011615398107096555
decision_type=2 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 -3 4 -2 7 -7 8 10 11 -5 16 13 -11 -14 -15 17 -9 -6 21 -21 -1 -23
right_child=1 2 -4 5 18 6 -8 9 -10 12 -12 -13 14 15 -16 -17 -18 -19 -20 20 -22 22 -24
leaf_value=6.4138104475285019e-05 -0.0040643478997606291 0.0028323759662523028 -0.00026404498843441836 -0.0043461567381659896 0.00022686756225117813 0.0021171150146834395 -0.00061278081863978167 0.00085372917457644413 0.00069442851949168673 0.00054718748026538874 -0.0012848238861221458 0.0016388599175587546 -0.0012809881206876563 -0.0044158156537662946 0.0017042181046592079 -0.0011650214110082309 0.00074094019484426295 -0.0028354536718391936 -0.0019375549152780957 -0.00066332158927406284 0.0022908483444319719 -0.0010440906393580837 -2.1733058336912426e-05
leaf_weight=6666.9816964864731 34.724567532539368 47.757370471954346 49.289988875389099 32.098488807678223 53.302299976348877 70.249823331832886 65.290437936782837 31.903307437896729 47.806165814399719 39.830338954925537 61.229331493377686 91.502429842948914 47.95255184173584 37.399441599845886 42.456417679786682 35.96441388130188 84.766449332237244 40.074315667152405 36.062004566192627 57.070634365081787 64.997665882110596 291.67882680892944 1529.6109944581985
leaf_count=3257 24 20 29 24 32 27 39 16 22 18 34 37 28 26 18 21 30 28 25 25 27 169 804
internal_value=0 -0.000211517 0.00125972 -0.000378977 -0.00160298 -0.000170494 0.00080211 -0.000392805 -0.00131064 -0.000106121 -0.00233772 0.000509068 -0.000856202 -0.0016366 0.000120877 -0.00282221 -0.00015047 -0.00120026 -0.000646562 2.33288e-05 0.000909684 1.05823e-05 -0.000185463
internal_weight=0 949.66 97.0474 852.613 124.089 728.524 135.54 592.984 141.134 451.85 93.3278 248.247 203.603 113.194 90.409 73.3639 156.744 71.9776 89.3643 8610.34 122.068 8488.27 1821.29
internal_count=4780 498 49 449 81 368 66 302 80 222 58 111 111 65 46 47 74 44 57 4282 52 4230 973
is_linear=0
shrinkage=0.05


Tree=437
num_leaves=24
num_cat=0
split_feature=81 138 19 96 27 95 21 133 19 99 39 105 33 22 140 121 97 71 82 11 137 52 35
split_gain=0.0182813 0.0943129 0.0772331 0.0846909 0.0926336 0.088645 0.097712 0.0698173 0.077297 0.0756596 0.112192 0.0812813 0.0713908 0.0708726 0.0691635 0.0688012 0.0604923 0.0584882 0.058784 0.0560288 0.055294 0.0678751 0.0494531
threshold=0.011880517937242987 0.0045489775948226461 0.0011615398107096555 0.0013986918493174019 0.00043393640953581786 0.00087947337306104611 0.00099512818269431613 0.0033348383149132137 0.002945306478068233 0.0030382014811038975 0.0063990866765379914 0.0036604277556762104 0.0020932231564074759 0.0014427106943912806 0.010180860292166473 0.0011261500185355546 0.0014427106943912806 0.0068083447404205808 0.00096484774257987748 0.0054799309000372895 0.00077738583786413084 0.0033348383149132137 0.020035739988088611
decision_type=2 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 14 5 -5 6 -4 -6 12 13 11 -11 -9 17 -2 -13 -12 18 -10 -7 -3 -22 -1
right_child=1 20 3 4 7 19 -8 8 9 10 16 15 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=-5.0409313337597017e-06 -0.001623911203305947 -0.0014739117458282577 0.00093257452067581055 -0.0016366242150714493 0.0016836894188934836 -0.00053678205464980863 0.0038817793353443904 0.0027749239774854596 0.00028072236042747098 -0.0033641726330119141 -0.00015668981412904714 0.00022512030955760271 0.00038128734896085404 0.0023373246075908184 0.00045362534608835159 -0.0020119012863562785 0.0021677869533709144 0.00088196295196447656 -0.0019466905256519389 0.0016810158904844508 0.0019229412825703869 -0.0010673824947513286 -0.00064464659206930972
leaf_weight=7725.7261341810226 90.65294623374939 128.1987738609314 59.794303774833679 61.131740808486938 91.45363450050354 70.542595386505127 52.960732579231262 51.72088623046875 77.229780554771423 40.074315667152405 94.4212806224823 74.506111145019531 78.323240876197815 46.46872878074646 71.782441735267639 63.806614875793457 39.781543612480164 153.67883563041687 48.050142526626587 47.757370471954346 33.289539813995361 44.135422110557556 314.5128470659256
leaf_count=3813 56 88 29 30 35 39 18 21 44 28 49 40 35 21 36 32 16 56 32 20 19 33 190
internal_value=0 0.000159035 0.000314841 0.000458794 0.000243996 0.00131466 0.00231781 0.000377753 0.000222254 -4.20164e-06 -0.000559755 -0.00138136 0.00133328 0.000529436 -0.000705819 -0.000806866 0.000532351 0.000228279 -0.000573585 0.000358537 -0.000836719 0.000218333 -3.00606e-05
internal_weight=0 1519.76 1314.14 1151.7 920.647 231.055 112.755 859.515 768.061 638.017 312.59 178.387 130.044 325.427 162.435 138.313 134.203 278.959 125.28 118.3 205.624 77.425 8040.24
internal_count=4780 777 637 545 439 106 47 409 374 318 165 100 56 153 92 72 65 132 76 59 140 52 4003
is_linear=0
shrinkage=0.05


Tree=438
num_leaves=24
num_cat=0
split_feature=34 85 131 35 113 58 140 50 101 44 51 53 47 20 39 106 70 71 78 107 20 29 84
split_gain=0.0190063 0.0475434 0.0497455 0.0278404 0.0272248 0.0830075 0.112917 0.0964435 0.125441 0.0840176 0.0876989 0.0503946 0.0618165 0.0345545 0.0991639 0.161418 0.136988 0.107577 0.138501 0.0961505 0.109303 0.14087 0.126505
threshold=0.064669914543628707 0.00060774214216507982 0.00070876078098081063 0.0054799309000372895 0.013439828064292671 0.0020932231564074759 0.0079489401541650313 0.018276390619575981 0.0035485138650983576 0.0060143163427710542 0.0018488886416889729 0.00244467705488205 0.00747153488919139 0.00062670491752214741 0.00052132029668428015 0.016668972559273246 0.017188700847327713 0.15819545835256579 0.0031340263085439806 0.0021592099219560628 0.00017767510871635753 0.0046923852059990176 0.00064626874518580746
decision_type=2 2 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 13 -6 11 8 9 10 -8 12 -7 19 15 16 17 18 -15 -1 -21 22 -22
right_child=1 3 -4 -5 5 6 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 21 -23 -24
leaf_value=-0.00032441496466503316 0.0001037033917434277 -0.001589445992610995 0.0018669441930284207 0.00029884000160924386 0.0014351429677132829 0.00047012168513380033 -0.0039206819775466223 0.00016897835647958955 -0.0043572717275092744 3.1217106018022597e-05 -0.00057499177894040074 0.00082108689069029534 -0.0013833822294000821 0.0011431466273955514 1.0078389170139652e-06 -0.00044795773846664734 0.0034303400012417624 0.0027808625243270274 -0.0009657952256337584 0.00028507409041387736 0.0017682896717011753 -0.0010731351903679369 -0.00099262964701254822
leaf_weight=2162.4050229787827 85.010426044464111 36.062004566192627 75.550776124000549 42.554008364677429 61.082945466041565 92.644685506820679 41.362957358360291 83.429012298583984 40.025520324707031 71.636055707931519 37.204260230064392 145.60541808605194 87.441323399543762 270.69015979766846 3103.796569108963 229.96154189109802 58.310480713844299 62.127610445022583 109.27947402000427 2128.0042833089828 103.49056780338287 363.07090580463409 69.253953695297241
leaf_count=1177 40 25 29 22 28 30 27 29 26 30 18 48 32 116 1659 115 22 17 66 951 44 189 40
internal_value=0 0.000440105 0.000933382 -0.000567337 -1.12933e-05 -0.000320736 -0.000499687 -0.00124839 -0.00187001 -0.00120721 -0.00233638 0.000129399 -0.000429853 1.23044e-05 0.000124357 0.000648545 0.00115244 0.000851996 0.000536614 -7.6715e-05 0.00012436 -0.00051392 0.000661426
internal_weight=0 239.177 160.561 78.616 9320.82 660.432 599.349 273.658 190.229 150.203 78.5672 325.691 180.086 8660.39 3834.17 730.369 500.408 442.097 379.97 4826.22 2663.82 535.815 172.745
internal_count=4780 116 69 47 4664 268 240 130 101 75 45 110 62 4396 1995 336 221 199 182 2401 1224 273 84
is_linear=0
shrinkage=0.05


Tree=439
num_leaves=24
num_cat=0
split_feature=38 123 118 4 77 124 133 124 110 32 27 105 3 74 35 70 71 22 53 72 25 146 85
split_gain=0.0189913 0.06657 0.0247231 0.0942192 0.129493 0.147001 0.103358 0.0973139 0.12211 0.197739 0.0943961 0.0876053 0.117152 0.0885947 0.0839318 0.0852531 0.0780773 0.0750776 0.0946218 0.073988 0.064921 0.0617761 0.0533617
threshold=0.021635212935507301 0.00075379351619631063 0.0054799309000372895 0.0005375427135732026 0.007706565549597145 0.00040826165059115743 0.0062037324532866487 0.00073092587990686308 0.0012745757703669371 0.0019071503775194289 0.0005375427135732026 0.0015349716995842757 0.00096484774257987748 0.00044738779251929378 0.0081988852471113222 0.0056525857653468856 0.0092791137285530585 0.00040826165059115743 0.0033348383149132137 0.0042751494329422721 0.0068083447404205808 0.0079489401541650313 0.0016331639490090313
decision_type=2 2 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 -4 8 9 16 -6 12 -9 -14 17 -16 -5 18 -13 -12 -11 -10 -20
right_child=1 -3 3 7 10 -7 -8 11 21 20 19 14 13 -15 15 -17 -18 -19 22 -21 -22 -23 -24
leaf_value=-2.7450399661654147e-05 -0.0022868319490807836 0.00046970537605124673 -0.0053702261279115274 0.0043556508608178805 0.0020941472626942468 -0.00041919656099586851 -0.0013095539920675047 -0.0029186830961215153 -0.0015144396565120431 -0.0010557565585846711 -0.0014210927593613625 0.0031247174758985284 0.0015424371752371662 -0.0012230355432841546 -0.0015778198450794028 0.0012628455593718078 0.0019344848345598364 -0.00017122216886330502 0.0012817443350802789 0.00064810217006814447 0.0011080017449947692 0.00081006961948526046 -0.00092587394360984111
leaf_weight=8025.088015794754 38.688083291053772 50.481039881706238 32.049693465232849 59.599122405052185 58.408071398735046 125.23112773895264 30.663461089134216 50.725016593933105 55.928378701210022 51.818476915359497 74.652497172355652 58.359276056289673 50.383449196815491 68.111698031425476 84.160942435264587 38.492901921272278 75.453185439109802 115.86906850337982 114.0924733877182 102.5434935092926 104.73041415214539 58.45686674118042 36.013209223747253
leaf_count=3974 25 24 22 21 26 74 19 34 32 25 46 24 20 47 59 17 25 67 48 59 41 28 23
internal_value=0 -0.000726282 6.83804e-06 0.000197168 -0.000429893 -0.00140875 -0.00338477 0.000456991 0.00105802 0.00160112 0.000350952 6.10028e-05 -0.000907929 -4.71726e-05 0.00042782 -0.000686323 0.00300296 0.000849157 0.0014163 -0.000223648 0.000391787 -0.000326493 0.000752095
internal_weight=0 89.1691 9470.83 1445.74 423.548 187.944 62.7132 1022.19 405.986 291.601 235.604 616.208 169.22 118.495 446.988 122.654 135.052 324.334 208.465 177.196 156.549 114.385 150.106
internal_count=4780 49 4731 757 246 115 41 511 172 112 131 339 101 67 238 76 46 162 95 105 66 60 71
is_linear=0
shrinkage=0.05


Tree=440
num_leaves=24
num_cat=0
split_feature=144 74 114 108 11 96 70 144 138 140 30 72 127 1 4 147 107 58 146 91 54 8 73
split_gain=0.0193817 0.0818301 0.110219 0.136628 0.0777494 0.159112 0.166252 0.132218 0.122686 0.10948 0.166111 0.100113 0.171853 0.137099 0.13499 0.132853 0.0903447 0.0861035 0.145235 0.0840494 0.109604 0.0719891 0.0740284
threshold=0.00082683752407319855 0.0020932231564074759 0.0033348383149132137 0.0005375427135732026 0.016668972559273246 0.0010918468469753864 0.0005375427135732026 0.00017767510871635753 0.0011261500185355546 0.021960759535431865 0.00057154725072905432 0.0014881226234138014 0.0005893622583243997 0.00082683752407319855 0.0010585968848317864 0.0022975050378590827 0.00073092587990686308 0.021960759535431865 0.0041444667149335155 0.0018488886416889729 0.0062037324532866487 0.0060143163427710542 0.0010585968848317864
decision_type=2 2 2 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 8 -1 10 -10 12 13 14 -9 17 -7 18 -13 -18 -21 22 -17
right_child=-2 -3 3 -5 5 16 -8 11 9 -11 -12 15 -14 -15 -16 21 19 -19 -20 20 -22 -23 -24
leaf_value=0.000108817790105444 8.1521339181069889e-05 0.0016992555091486364 0.0012677255627391657 -0.0014940829965477324 -0.0041966488460353389 -0.0020738578938057028 -0.00031605204252871551 -0.0012004998894275488 0.00030570657523242635 -0.00062771481932140404 0.0035146502278050502 -0.0028964004389218736 0.0015252525287318343 -0.0027771140380193141 0.0024254437011328816 -0.0042459167615055216 0.001138801046097876 0.0012528049090418918 -1.3685011299338879e-05 0.000107824698829769 -0.0023818819549847907 -0.00082159809816055639 -0.0017152045550198369
leaf_weight=3305.8604681491852 4136.3866800069809 65.144051909446716 54.444555640220642 252.28764593601227 55.977174043655396 54.590941667556763 54.444555640220642 65.144051909446716 76.888213157653809 53.107118606567383 84.815244674682617 54.737327694892883 144.46316242218018 58.652048110961914 42.358826994895935 38.785673975944519 129.94653642177582 82.091575264930725 216.53837621212006 212.28208839893341 55.830788016319275 151.88227772712708 113.34058046340942
leaf_count=1384 2327 33 25 169 34 31 25 33 30 24 32 37 55 36 14 29 52 28 103 90 28 90 71
internal_value=0 -6.21733e-05 -8.35873e-05 -0.00100387 -2.77097e-05 -0.000581538 -0.00228328 4.17642e-05 0.000184056 0.00134195 0.00198883 -0.000475763 0.000263967 -0.000832656 0.000228213 -0.000825295 -0.000166406 -0.000166002 -0.000595352 9.51872e-05 -0.000410622 -0.00159163 -0.00236043
internal_weight=0 5423.61 5358.47 306.732 5051.74 563.072 110.422 4488.66 3520.67 214.811 161.703 967.994 310.618 166.155 107.503 657.376 452.65 353.367 271.276 398.059 268.113 304.009 152.126
internal_count=4780 2453 2420 194 2226 260 59 1966 1470 86 62 496 138 83 47 358 201 168 140 170 118 190 100
is_linear=0
shrinkage=0.05


Tree=441
num_leaves=24
num_cat=0
split_feature=125 50 135 52 15 97 19 146 85 87 36 38 129 8 44 72 14 124 29 19 44 69 71
split_gain=0.0180039 0.054182 0.0500971 0.0698244 0.109764 0.0602162 0.0513877 0.0470262 0.0451782 0.0418127 0.0417057 0.0380081 0.0304649 0.0294294 0.0766726 0.0548552 0.0325859 0.0783113 0.0338307 0.0326745 0.078076 0.0960159 0.302593
threshold=0.027182282879948619 0.021960759535431865 0.00064626874518580746 0.0037758676335215573 0.0032328735105693345 0.0016846025246195497 0.0072436286136507997 0.013439828064292671 0.0045489775948226461 0.0017376682371832433 0.00068727668258361529 0.00040826165059115743 0.00057154725072905432 0.033603202551603324 0.0020932231564074759 0.0042751494329422721 0.037906534969806678 0.0012745757703669371 0.00082683752407319855 0.0072436286136507997 0.013439828064292671 0.00073092587990686308 0.037906534969806678
decision_type=2 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 5 -5 6 7 10 -7 12 -2 -6 -4 16 -15 -16 19 -18 -19 -1 21 22 -21
right_child=1 -3 9 4 11 8 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 18 -20 20 -22 -23 -24
leaf_value=4.3560123211161125e-05 -0.0027397968799241137 0.0014237838646981435 -0.0012577233469336594 0.0027803623920642272 0.00092076197325967682 0.0024279638244405211 0.00076718301698245651 9.9323521073140363e-05 -0.00012617181714641974 -0.0023992933347047954 -0.000657103047954325 -0.0012411293184623215 0.00052072572444338873 -0.00097638788027829904 0.002250292605458904 0.00021504203227105706 -0.0023821192094097407 0.0012876130967715293 -0.00084249906656691769 -0.00025432616229554368 0.00012974277513979715 -9.8961013448191132e-05 -0.0030036333117319132
leaf_weight=6034.1477423906326 48.09893786907196 86.006295680999756 43.989036083221436 63.660228848457336 49.143602848052979 34.529386162757874 54.444555640220642 58.45686674118042 34.724567532539368 30.761051774024963 48.050142526626587 34.675772190093994 53.20470929145813 54.493350982666016 67.47735857963562 64.997665882110596 49.338784217834473 36.013209223747253 38.639287948608398 392.78729259967804 1181.8773657083511 866.18233740329742 134.30041491985321
leaf_count=2990 34 27 27 26 23 16 25 28 24 23 32 22 28 27 21 27 31 23 23 223 544 467 69
internal_value=0 0.000256218 7.48726e-05 0.000335582 0.00121516 -0.000130524 -0.000553838 -0.00101904 0.0011473 -0.000792669 -0.00169898 2.63954e-05 -0.000284185 -1.83755e-05 0.000602318 0.00125172 -3.16638e-05 -0.000836457 0.000185091 -2.00731e-05 -0.00016918 -0.000422749 -0.000954842
internal_weight=0 639.745 553.739 425.784 147.48 278.304 209.051 154.606 69.254 127.955 96.1491 83.8194 97.1937 8920.25 186.968 132.475 8733.29 123.991 74.6525 8609.3 2575.15 1393.27 527.088
internal_count=4780 335 308 230 71 159 119 94 40 78 66 45 55 4445 75 48 4370 77 46 4293 1303 759 292
is_linear=0
shrinkage=0.05


Tree=442
num_leaves=24
num_cat=0
split_feature=93 10 104 122 53 53 107 20 122 120 21 25 54 104 127 129 14 7 115 87 95 90 85
split_gain=0.019862 0.0829609 0.100761 0.0695144 0.0655854 0.144506 0.151654 0.129063 0.153671 0.129771 0.0952853 0.104675 0.151182 0.113789 0.196203 0.161431 0.116005 0.0944922 0.091053 0.0879297 0.0822012 0.0818956 0.0786909
threshold=0.000490355829242617 0.0020292587578296666 0.00060774214216507982 0.007706565549597145 0.040252277627587325 0.011169348377734424 0.0019071503775194289 0.00043393640953581786 0.00017767510871635753 0.0003614811430452392 0.002945306478068233 0.0022975050378590827 0.00087947337306104611 0.0010918468469753864 0.00039601318712811922 0.00077738583786413084 0.00070876078098081063 0.00073092587990686308 0.0054799309000372895 0.00043393640953581786 0.0011261500185355546 0.00043393640953581786 0.00060774214216507982
decision_type=2 2 2 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 10 -7 21 9 17 11 13 -13 -4 16 -16 20 -9 19 -14 -15 -8 -6
right_child=-2 2 4 -5 22 6 7 8 -10 -11 -12 12 18 14 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00015363897677870587 -5.4110116032196027e-05 0.0018995432802611585 0.0029867205331784567 -0.0023418929263733369 -0.0012294035972842917 -0.00098280615062346587 0.0026988017164078374 -0.0035805711271062685 0.0023058584711817187 0.0015756186712480203 -0.00076156986572387608 0.0023718870518647048 -0.0023356308134649304 -0.0033622011956417177 0.0028698438748532753 -0.00015449985244902497 0.00038813904344141232 -4.8973635811710918e-05 2.6190711329812488e-05 -8.1291624957741416e-06 -0.00022121292866467428 0.00059839881649959557 0.00063299991199186687
leaf_weight=1281.3156968355179 6113.6819970607758 92.888662219047546 52.960732579231262 37.350646257400513 155.84579348564148 78.66480827331543 181.32585525512695 40.074315667152405 67.672539949417114 41.118980646133423 288.66238534450531 50.481039881706238 104.02731657028198 45.326473116874695 117.81201243400574 70.542595386505127 155.60181677341461 35.915618538856506 292.11798489093781 66.530284285545349 38.541697263717651 62.371587157249451 89.16912317276001
leaf_count=691 2967 40 18 24 91 49 59 28 29 17 153 24 66 28 39 39 81 19 187 36 19 27 49
internal_value=0 9.599e-05 0.000289118 -0.00021562 0.000215601 0.000320632 0.00103512 0.0014056 0.000409041 -0.000687053 3.81208e-05 0.000270368 -0.000226294 0.000800471 0.000529833 0.00173717 -0.000419792 -0.00191141 -0.000509773 -0.00142773 -0.00191876 0.00216123 -0.000551613
internal_weight=0 3446.32 2127.65 1318.67 2034.76 1789.75 507.144 428.479 184.781 117.109 1282.6 993.942 513.157 480.785 427.825 188.355 239.47 75.9899 462.676 170.558 83.8682 243.697 245.015
internal_count=4780 1813 1098 715 1058 918 228 179 93 64 690 537 313 224 206 78 128 47 289 102 47 86 140
is_linear=0
shrinkage=0.05


Tree=443
num_leaves=24
num_cat=0
split_feature=143 129 96 67 73 71 50 140 150 96 17 79 115 45 31 91 142 105 149 144 138 32 143
split_gain=0.0183682 0.0537707 0.0603361 0.0510533 0.0219702 0.083281 0.0722942 0.120767 0.111535 0.106587 0.105508 0.161486 0.06113 0.129635 0.144587 0.114114 0.200251 0.144657 0.123051 0.119748 0.111298 0.104152 0.0965318
threshold=0.055838862434029586 0.00057154725072905432 0.0020932231564074759 0.00017767510871635753 0.0010585968848317864 0.27827766537666326 0.05109804309904576 0.0079489401541650313 0.0017376682371832433 0.0016331639490090313 0.011169348377734424 0.0011261500185355546 0.00068727668258361529 0.00017767510871635753 0.00052132029668428015 0.000490355829242617 0.010180860292166473 0.00017767510871635753 0.00085274505545385193 0.00082683752407319855 0.0032328735105693345 0.00055427959887310873 0.0021592099219560628
decision_type=2 2 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 12 6 -6 9 -9 -8 11 -10 20 14 -14 16 19 18 -17 21 -1 -15 -19
right_child=1 3 -4 -5 5 -7 7 8 10 -11 -12 -13 13 15 -16 17 -18 22 -20 -21 -22 -23 -24
leaf_value=7.861667489042937e-05 -0.0018519395603263389 0.0022294933384763229 0.00056319959026773249 -5.4492316271092722e-05 8.6765200417940314e-05 0.0013769092650413213 -0.00099068864998788989 -0.0035736775806739576 -0.0002028068595876943 0.0015690034022819361 0.001310018894112132 -0.004224998258781032 -0.0035037727656810854 -0.0025094391872763394 0.00056292448727796594 -0.00059190457489581962 0.0027848342243635437 0.00086909646689045737 -0.0046165428157570448 0.0012632563137922308 -0.0024940733049937502 0.00023952165449953383 -0.00050777691069328016
leaf_weight=2927.4722480773926 40.025520324707031 59.794303774833679 73.071083426475525 41.411752700805664 4377.2916948795319 117.71442174911499 77.034599184989929 48.001347184181213 70.298618674278259 86.152681708335876 42.358826994895935 38.688083291053772 64.001796245574951 65.241642594337463 33.191949129104614 38.639287948608398 79.46549654006958 148.67065489292145 37.350646257400513 92.93745756149292 42.651599049568176 73.022288084030151 885.51196277141571
leaf_count=1213 26 29 35 29 2460 35 36 30 29 33 14 25 40 37 15 23 28 66 24 42 26 33 452
internal_value=0 0.000457685 -0.000291532 0.00129493 -1.0495e-05 6.31947e-05 3.05683e-05 -0.000647961 -0.00147364 0.000360669 -0.000807578 -0.0016306 -9.02495e-05 -0.000348362 -0.00211498 -0.000227515 0.000619546 -0.000464554 -0.0025701 -0.000124678 4.16723e-05 -0.00105761 -0.000309842
internal_weight=0 214.303 113.097 101.206 9345.7 4857.54 4739.83 362.534 199.347 163.187 151.346 108.987 4488.16 1518.03 97.1937 1420.84 310.667 1110.17 75.9899 231.201 2970.12 138.264 1034.18
internal_count=4780 119 61 58 4661 2662 2627 167 98 69 68 54 1999 760 55 705 140 565 47 112 1239 70 518
is_linear=0
shrinkage=0.05


Tree=444
num_leaves=24
num_cat=0
split_feature=94 80 54 8 72 146 93 92 146 114 34 53 114 113 78 94 52 11 148 80 4 40 149
split_gain=0.0191772 0.0740563 0.0949369 0.123076 0.175115 0.110595 0.142585 0.10013 0.185095 0.0881386 0.0910533 0.135664 0.131124 0.102747 0.102066 0.101947 0.0985267 0.141542 0.0926218 0.0873413 0.0864791 0.129398 0.0979411
threshold=0.0022272822679951791 0.0032328735105693345 0.00087947337306104611 0.0015833032084628942 0.00082683752407319855 0.0032328735105693345 0.000490355829242617 0.0017376682371832433 0.0028552538715302949 0.007706565549597145 0.00077738583786413084 0.0072436286136507997 0.0033348383149132137 0.00017767510871635753 0.0036604277556762104 0.0062037324532866487 0.0033348383149132137 0.020658296532928947 0.0020292587578296666 0.0072436286136507997 0.00039601318712811922 0.00080172589514404546 0.028020657598972324
decision_type=2 2 2 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 -5 8 -4 10 11 -3 13 14 -12 19 -15 18 -18 -14 -6 -22 -23
right_child=1 9 3 4 20 -7 -8 -9 -10 -11 12 -13 15 16 -16 -17 17 -19 -20 -21 21 22 -24
leaf_value=6.9401776608542891e-05 0.00014547774500905025 -0.00012440616784534862 -0.0028251046018879099 -0.0017704624239948119 0.00022228995687230752 -0.0010438916284236843 -0.0065247583500144014 0.0013319578920072848 0.00088941502326985952 -0.0010666052171964672 -0.0034576358424287068 0.0029855750010456829 0.0014911091715482461 0.0011649740717972307 -0.00040319779120366822 0.0031854784521829511 0.0013335530242526926 -0.0015289962691456798 -4.7741911263656407e-05 -0.0012291267922699012 -0.0031964493706410305 -0.00073624606836332268 0.0010098785721176606
leaf_weight=4876.4418339729309 1037.5605893135071 67.672539949417114 53.399890661239624 35.96441388130188 338.75306248664856 77.083394527435303 28.086177706718445 158.03271412849426 90.164992809295654 133.49972665309906 39.976724982261658 72.778311371803284 95.514740943908691 193.46037924289703 86.591839790344238 55.635606646537781 143.12572538852692 142.42262780666351 798.09060215950012 42.70039439201355 49.43637490272522 854.97492492198944 88.632374405860901
leaf_count=2468 495 29 36 21 161 38 21 73 36 90 24 23 40 72 51 20 54 79 367 28 35 492 27
internal_value=0 -7.226e-05 -0.000234456 -0.000456602 -0.000645026 -0.00231975 -0.00385522 0.00046362 -0.000492225 0.000171457 0.000266557 0.00148711 0.000159248 -9.0923e-06 -0.00136794 0.0013782 0.000125578 -5.99833e-05 0.000162304 0.000650715 -0.000467551 -0.000702874 -0.000572234
internal_weight=0 4683.56 2812.09 1774.53 1472.93 141.134 64.0506 301.598 143.565 1871.47 1737.97 140.451 1597.52 1403.67 126.569 193.851 1277.1 1083.64 941.216 138.215 1331.8 993.044 943.607
internal_count=4780 2312 1435 940 795 80 42 145 72 877 787 52 735 647 75 88 572 500 421 68 715 554 519
is_linear=0
shrinkage=0.05


Tree=445
num_leaves=24
num_cat=0
split_feature=14 76 68 94 146 59 44 99 59 21 95 45 2 149 114 149 117 93 1 40 147 78 54
split_gain=0.0187989 0.0671788 0.102421 0.0665024 0.15147 0.134614 0.130569 0.155123 0.159117 0.185967 0.158267 0.165935 0.186371 0.178174 0.247625 0.139198 0.127873 0.12066 0.118102 0.155984 0.194184 0.118423 0.116996
threshold=0.0011980500421486797 0.0005375427135732026 0.019431582652032379 0.00080172589514404546 0.0041444667149335155 0.000490355829242617 0.0033348383149132137 0.0035485138650983576 0.000490355829242617 0.00057154725072905432 0.00099512818269431613 0.0012357163941487672 0.00040826165059115743 0.028020657598972324 0.00017767510871635753 0.00042089859198313212 0.0012357163941487672 0.0011261500185355546 0.0012357163941487672 0.0020932231564074759 0.0010585968848317864 0.0022272822679951791 0.0035485138650983576
decision_type=2 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 5 17 7 10 -9 -10 11 15 13 14 -13 -1 -14 -5 21 -20 -21 -7 -12
right_child=1 -3 -4 4 -6 18 -8 8 9 -11 22 12 16 -15 -16 -17 -18 -19 19 20 -22 -23 -24
leaf_value=-0.00056888431536385165 1.1813218170407694e-05 0.00043305350614578059 -0.0017984588763485182 -0.0011002583497435731 9.395039195991428e-05 0.0005259713761012056 -0.00032432788522363475 0.0042294124795907882 -0.0010022538847898118 0.0026240019344149238 -0.00022822545618109621 -0.0047928507565832938 -0.0014915024084844125 6.9838621394931749e-06 -0.0009065455558243731 0.00152819382055774 0.0014261908204824113 -0.00445730880214613 -0.00018125049470986724 -0.0039603504996586526 -0.00096768220531417743 -0.00080863523294393892 0.0016063612255953774
leaf_weight=134.64198231697083 3184.0915864706039 1015.4584991931915 80.099835991859436 80.998114943504333 1706.5541386604309 398.90889644622803 902.26430475711823 48.997216820716858 66.530284285545349 75.453185439109802 126.27579271793365 74.750087857246399 55.977174043655396 100.52292168140411 90.750536918640137 191.92776083946228 114.0924733877182 39.976724982261658 260.1370495557785 80.051040649414062 167.88272678852081 284.94284629821777 278.71478199958801
leaf_count=83 1721 504 54 37 791 151 439 17 36 25 63 50 34 30 60 63 48 24 114 52 100 162 122
internal_value=0 7.78816e-05 -3.2609e-05 -6.31219e-05 -0.000216666 -0.000620418 0.000141938 0.000451584 0.00177263 0.000924819 0.000235514 -0.000188679 -0.000826901 -0.00165336 -0.00266184 0.000663586 0.000465854 -0.00220961 -0.000459122 -0.00103654 -0.00193393 -3.01237e-05 0.00103434
internal_weight=0 4279.65 3264.19 5280.35 3019.45 1312.9 2260.9 1358.63 190.981 141.983 1167.65 762.663 436.093 266.024 165.501 326.57 170.07 120.975 1191.92 508.071 247.934 683.852 404.991
internal_count=4780 2279 1775 2501 1431 640 1070 631 78 61 553 368 222 140 110 146 82 61 579 266 152 313 185
is_linear=0
shrinkage=0.05


Tree=446
num_leaves=24
num_cat=0
split_feature=119 106 29 145 52 113 135 98 134 120 36 104 129 23 59 120 59 5 125 8 117 139 107
split_gain=0.0199011 0.0660088 0.098805 0.100691 0.0933511 0.062271 0.0693613 0.0609951 0.0552811 0.0531199 0.0838227 0.0743678 0.0892226 0.0865008 0.109289 0.069779 0.0633578 0.0620934 0.0610773 0.0529379 0.0656667 0.0640331 0.080779
threshold=0.00044738779251929378 0.011519505176693203 0.027182282879948619 0.0023699469165876512 0.020658296532928947 0.010500331409275534 0.00075379351619631063 0.0016331639490090313 0.00070876078098081063 0.0018488886416889729 0.00096484774257987748 0.010829726699739696 0.000490355829242617 0.012636432424187662 0.0016846025246195497 0.00043393640953581786 0.0034400182776153092 0.0014881226234138014 0.0022975050378590827 0.0027679565828293566 0.0063990866765379914 0.00077738583786413084 0.0079489401541650313
decision_type=2 2 2 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 -7 -2 -5 10 11 12 -3 -13 -15 -16 -11 -14 -12 20 -9 22 -21
right_child=1 9 3 8 -6 6 -8 19 -10 16 18 13 17 14 15 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=3.1868322173480569e-05 -0.00088531821974913041 -0.0001993605045005175 -0.0001904008514097428 -0.0049333505032038731 0.0018823581209668604 -0.00041904822011748987 -0.0029571540231959326 4.8485897907794613e-05 -0.0018837514949214453 0.0017397261089821627 4.0707385944729743e-05 0.001396911108446108 -0.0011552733096746907 -0.0024679110102775706 0.00125150169442442 -0.0010949674992549987 -0.00032519615720167028 -0.0041206410352399251 0.0021989421142394401 -0.0016660774168677592 0.0025444885700824549 0.00096379638860057029 0.0005118365657737409
leaf_weight=7999.0224099159241 204.33509409427643 92.93745756149292 49.241193532943726 26.748740673065186 47.708575129508972 63.611433506011963 46.663910150527954 61.034150123596191 33.435925841331482 102.05554008483887 69.156363010406494 90.116197466850281 37.399441599845886 50.725016593933105 75.599571466445923 54.542146325111389 58.408071398735046 33.435925841331482 62.322791814804077 99.868619441986084 46.371138095855713 81.046910285949707 74.21333909034729
leaf_count=3982 141 42 27 20 18 24 29 26 25 39 36 34 26 34 31 29 26 25 25 57 17 39 28
internal_value=0 -0.000163305 -0.00046676 -0.00186721 -0.000255343 -0.000405956 -0.00149307 -0.000194476 -0.00323913 0.000185073 -4.24949e-05 -0.000377043 -0.00121822 0.000131339 -0.000499228 0.000268101 0.000988103 -0.002555 0.00106374 0.000194903 0.00112611 -0.00019712 -0.000737605
internal_weight=0 1560.98 834.279 109.426 724.853 677.145 110.275 566.869 60.1847 726.699 566.235 434.756 163.773 270.983 180.867 130.142 160.464 70.8354 131.479 362.534 107.405 255.129 174.082
internal_count=4780 798 451 72 379 361 53 308 45 347 282 221 93 128 94 60 65 51 61 167 43 124 85
is_linear=0
shrinkage=0.05


Tree=447
num_leaves=24
num_cat=0
split_feature=141 95 59 125 71 117 53 21 77 115 46 33 59 104 32 131 0 50 39 40 36 71 43
split_gain=0.0183537 0.0618051 0.0823595 0.0739826 0.0747862 0.166594 0.139491 0.125757 0.0954977 0.130647 0.110396 0.217436 0.180804 0.142221 0.0922012 0.119292 0.210565 0.113325 0.105636 0.0977156 0.0751346 0.0738768 0.0712751
threshold=0.0005893622583243997 0.00899649551138282 0.0098710241727530974 0.015200819820165636 0.072653736919164671 0.0063990866765379914 0.0014881226234138014 0.0015833032084628942 0.016164712607860569 0.0046923852059990176 0.00017767510871635753 0.0005375427135732026 0.0019672545604407792 0.0025217677466571335 0.0017376682371832433 0.000490355829242617 0.007706565549597145 0.05109804309904576 0.0010918468469753864 0.00017767510871635753 0.00068727668258361529 0.001792412775103003 0.0068083447404205808
decision_type=2 2 2 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 8 -6 -7 -8 10 -10 11 13 -13 -1 15 16 18 22 19 -12 -16 -5 -17
right_child=-2 2 -4 21 5 6 7 -9 9 -11 14 12 -14 -15 20 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0041548600165674998 -3.3625472524093608e-05 0.0011816906241297036 -0.00086348865281023809 0.0001322985394692559 -0.0025233244193595232 0.0018107028404744435 -0.0026586789692276303 0.00080777058875493323 0.003793650223981428 -0.00015920326618115257 0.0011447715211277596 0.0026846154046676163 -0.0011968765112468044 -0.00091485781692069498 -0.0029381910255502934 3.9119853650852198e-05 -0.0015778112908442635 0.0025429694326804379 0.00010527778057552542 0.003297830117634896 0.00045957830876656736 -0.0026066994100266694 -0.0019116077033881802
leaf_weight=49.387579560279846 7737.2839838266373 251.91724598407745 61.180536150932312 46.663910150527954 82.237961292266846 76.644236445426941 54.542146325111389 50.285858511924744 43.696264028549194 40.074315667152405 91.45363450050354 64.851279854774475 55.830788016319275 107.79565095901489 34.724567532539368 289.00395274162292 53.302299976348877 39.73274827003479 66.432693600654602 124.35281157493591 30.614665746688843 52.111248970031738 55.879583358764648
leaf_count=33 3910 100 32 29 34 20 29 16 15 28 35 21 28 59 24 167 32 14 32 38 17 37 30
internal_value=0 0.000142737 0.000782055 1.01418e-05 0.000102758 -0.000656492 0.000189502 -0.000995828 0.000277299 0.00190268 0.000149253 -0.000707314 0.000888932 -0.00193288 0.000452259 0.000615429 0.0013044 1.43653e-05 0.00184872 0.00238542 -0.00134617 -0.00131273 -0.000276946
internal_weight=0 1822.72 313.098 1509.62 1410.84 263.71 181.472 104.828 1147.13 83.7706 1063.36 277.865 120.682 157.183 785.497 720.158 335.541 384.616 282.239 215.806 65.3392 98.7752 344.884
internal_count=4780 870 132 738 672 99 65 45 573 43 530 141 49 92 389 348 137 211 105 73 41 66 197
is_linear=0
shrinkage=0.05


Tree=448
num_leaves=24
num_cat=0
split_feature=115 78 87 116 129 47 24 147 82 108 46 127 143 117 27 108 17 34 108 107 78 53 133
split_gain=0.0186741 0.105535 0.0889473 0.112111 0.0969173 0.134331 0.109154 0.0892401 0.163058 0.0864622 0.142524 0.122089 0.173399 0.139299 0.118349 0.142246 0.134705 0.101011 0.0886519 0.143741 0.128989 0.106789 0.0862936
threshold=0.00017767510871635753 0.037906534969806678 0.0072436286136507997 0.0063990866765379914 0.00066645268816500913 0.00073092587990686308 0.00087947337306104611 0.00055427959887310873 0.0034400182776153092 0.00093549740267917525 0.0016846025246195497 0.001792412775103003 0.002945306478068233 0.0023699469165876512 0.00090704852482303988 0.0016846025246195497 0.00017767510871635753 0.0068083447404205808 0.028884131461381916 0.00087947337306104611 0.0042751494329422721 0.059226244688034065 0.0054799309000372895
decision_type=2 2 2 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 8 -6 10 22 12 14 -13 15 -11 -17 -16 19 -14 21 -21 -7
right_child=-2 -3 3 -5 7 9 -8 -9 -10 11 -12 13 18 -15 17 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0020974538246586092 3.923129194587533e-05 -0.0023232637107376938 -0.0027380448133196215 0.00061681146851950313 -0.0042658968353406369 -0.00099577424537952209 0.00026280588782521131 0.00038166993341327534 1.7821046449232865e-05 -0.0032650665146920612 -0.0026951366483285864 0.0022918432587431896 -0.0016724126970306828 0.0001650046607916825 -0.0043332499456378553 0.00036235380473168677 -0.0024618208484473228 -0.00094104948447439074 -0.0010867181013002201 0.0016877317726257937 -0.00069517613027094555 -0.00052410953617207249 0.0012793069503355091
leaf_weight=135.10110318660736 7269.0324127674103 53.302299976348877 66.579079627990723 39.781543612480164 46.712705492973328 112.55985498428345 202.7248477935791 51.769681572914124 42.358826994895935 42.505213022232056 79.758268594741821 115.18593370914459 63.855410218238831 232.14846253395081 43.989036083221436 227.98976540565491 51.818476915359497 43.793854713439941 96.998564004898071 304.58520650863647 104.77920949459076 66.481488943099976 66.188716888427734
leaf_count=48 3823 32 38 16 31 39 75 23 14 20 40 39 34 97 27 88 25 19 47 106 43 34 22
internal_value=0 -0.000124477 -7.21012e-05 -0.00148324 -1.67946e-06 8.80088e-05 0.000996506 -0.00126921 -0.00222873 -9.77028e-05 -0.000937569 5.80295e-05 -0.000211496 0.000870325 -0.00101333 -0.000570057 -0.000160663 -0.00264092 0.000304966 0.000555088 0.000854004 0.00129145 -0.000153336
internal_weight=0 2290.97 2237.67 106.361 2131.3 1990.46 337.826 140.841 89.0715 1652.64 258.507 1394.13 1046.8 347.334 410.096 322.313 279.808 87.7829 636.7 539.701 475.846 371.067 178.749
internal_count=4780 957 925 54 871 803 123 68 45 680 101 579 443 136 179 133 113 46 264 217 183 140 61
is_linear=0
shrinkage=0.05


Tree=449
num_leaves=24
num_cat=0
split_feature=93 10 104 0 136 128 85 138 5 145 149 33 149 106 8 25 124 148 145 87 116 79 92
split_gain=0.0193865 0.0774038 0.117005 0.101326 0.146741 0.124187 0.132427 0.124999 0.144961 0.12212 0.104115 0.14025 0.0904127 0.0960754 0.0888567 0.111485 0.104541 0.0988691 0.0823797 0.080616 0.0784366 0.074707 0.0726687
threshold=0.000490355829242617 0.0035485138650983576 0.00060774214216507982 0.00087947337306104611 0.0003614811430452392 0.00017767510871635753 0.00068727668258361529 0.0014881226234138014 0.0066005610860884198 0.00066645268816500913 0.0016331639490090313 0.001792412775103003 0.00085274505545385193 0.0072436286136507997 0.00068727668258361529 0.00042089859198313212 0.0005893622583243997 0.0038949446752667431 0.0087224207818508166 0.0011615398107096555 0.024810968898236755 0.002945306478068233 0.028020657598972324
decision_type=2 2 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 12 6 10 14 9 -9 11 18 -4 -14 17 16 -16 -7 -5 22 -1 -21 -17
right_child=-2 2 3 5 -6 7 -8 8 -10 -11 -12 -13 13 -15 15 19 -18 -19 -20 21 -22 -23 -24
leaf_value=-0.00021153302525408156 -5.3458573936163571e-05 0.002846544919274341 -0.0022057026665741309 -0.00051297804038893697 0.0013792721634305809 0.0025021639875942472 0.0035793652357296343 0.0034250763813629252 0.0038413526509403907 0.00020066417990108502 0.0016335048901751645 -0.0027995049087086482 0.00094950795080112689 -0.0016813422244289608 -0.0040513217439437877 -0.00035233588312262397 -0.00084110187813505883 -0.0004937674522406941 0.0023383610453343445 0.0016841487550922592 0.0015090028914839042 -0.00039879142723940196 -0.002773967097643576
leaf_weight=1651.3177645206451 6113.6819970607758 45.033701062202454 108.28360438346863 55.830788016319275 76.839417815208435 56.97304368019104 51.623295545578003 33.191949129104614 38.444106578826904 254.66974794864655 184.00072932243347 37.350646257400513 74.262134432792664 65.144051909446716 37.44823694229126 219.79879438877106 78.567217588424683 53.302299976348877 46.371138095855713 91.502429842948914 69.009976983070374 81.290886998176575 36.062004566192627
leaf_count=895 2967 16 79 28 28 21 17 15 15 159 61 24 30 33 28 129 45 32 17 37 30 49 25
internal_value=0 9.48342e-05 0.000331404 0.000264022 -0.000529616 0.000453903 0.00122762 0.000158076 0.000957585 0.000572456 0.000852395 -0.000177502 -0.0011218 -0.00027988 -0.000240254 -0.000502305 -0.00187732 0.00105406 0.000780734 -0.000130157 -0.000142515 0.000704226 -0.00069365
internal_weight=0 3446.32 1725.99 1680.96 324.529 1356.43 375.177 981.251 326.306 287.862 323.553 139.553 247.69 139.406 654.945 544.67 116.015 110.275 102.202 428.654 1720.33 172.793 255.861
internal_count=4780 1813 888 872 170 702 147 555 189 174 130 69 142 63 366 313 73 53 45 240 925 86 154
is_linear=0
shrinkage=0.05


Tree=450
num_leaves=24
num_cat=0
split_feature=2 24 29 19 26 2 114 34 110 126 90 2 133 1 2 126 99 40 28 121 101 115 93
split_gain=0.0183609 0.126963 0.071298 0.0691469 0.0882407 0.0380292 0.0443287 0.06916 0.0363226 0.0332237 0.0709436 0.0474323 0.0870458 0.166378 0.0457084 0.128055 0.099675 0.0748819 0.0466784 0.0372803 0.0950918 0.0428863 0.116117
threshold=0.010180860292166473 0.00047558375808876013 0.0041444667149335155 0.0019672545604407792 0.00017767510871635753 0.0041444667149335155 0.0066005610860884198 0.0060143163427710542 0.00044738779251929378 0.0081988852471113222 0.00060774214216507982 0.0022272822679951791 0.0042751494329422721 0.00062670491752214741 0.0012745757703669371 0.00082683752407319855 0.00017767510871635753 0.0011980500421486797 0.0015833032084628942 0.16240125149488452 0.00075379351619631063 0.00017767510871635753 0.088838413357734694
decision_type=2 2 2 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 8 9 7 -7 -3 11 -11 14 13 -13 19 -16 -17 -18 -19 21 -21 22 -1
right_child=1 3 -4 -5 -6 6 -8 -9 -10 10 -12 12 -14 -15 15 16 17 18 -20 20 -22 -23 -24
leaf_value=-0.0001158192373841708 0.0025992759249404036 -0.00025249005304697341 -0.0001577188473871593 -7.1575765828135005e-06 -0.004261744752468182 0.0023400365434198852 -0.00054058543606831536 0.00016101586847933514 -0.0023419378902196234 -0.0023006310124279884 0.00057418595965728729 -0.0044127112194811691 0.00052015700234562168 -0.00014291428739589821 0.0021857573718126432 0.0017754644324442634 0.00049449008966597049 -0.00078905125682745777 -0.0032678584043240493 0.0021810332103274258 -0.00012748877351015522 4.7425873786323571e-05 -0.0016469848520502071
leaf_weight=1782.9743611812592 43.793854713439941 51.867272257804871 50.481039881706238 83.575398325920105 29.374819397926331 66.188716888427734 53.399890661239624 80.94931960105896 34.724567532539368 46.663910150527954 39.73274827003479 37.399441599845886 69.058772325515747 58.505662083625793 91.600020527839661 53.009527921676636 64.997665882110596 46.615114808082581 32.049693465232849 68.766000270843506 126.97889029979706 6414.2327064275742 133.0605685710907
leaf_count=748 19 27 24 35 20 22 36 35 24 29 14 26 32 30 41 20 27 27 22 20 38 3392 72
internal_value=0 -0.000389135 0.001123 -0.00110355 -0.00189371 1.23389e-05 0.00069339 0.00114123 -0.00109039 -2.7264e-06 -0.000978538 6.66269e-06 -0.000833351 -0.00180798 2.2384e-05 0.000641606 -7.75827e-05 -0.000761332 -0.00179897 1.44753e-06 0.000683505 -1.45795e-05 -0.000222152
internal_weight=0 293.817 94.2749 199.542 115.967 9266.18 200.538 147.138 86.5918 9065.65 86.3967 8979.25 164.964 95.9051 8814.28 288.272 196.672 143.662 78.6648 8526.01 195.745 8330.27 1916.03
internal_count=4780 149 43 106 71 4631 93 57 51 4538 43 4495 88 56 4407 137 96 76 49 4270 58 4212 820
is_linear=0
shrinkage=0.05


Tree=451
num_leaves=24
num_cat=0
split_feature=129 58 51 69 0 46 21 23 115 117 68 44 85 47 19 19 118 58 29 46 129 39 115
split_gain=0.0182767 0.0695757 0.11408 0.106263 0.0881597 0.121417 0.0869526 0.0652888 0.065103 0.183013 0.0858902 0.0764767 0.18479 0.21515 0.159669 0.154987 0.0999432 0.0920923 0.0883251 0.0745054 0.0715065 0.216262 0.133078
threshold=0.000490355829242617 0.017188700847327713 0.0034400182776153092 0.00017767510871635753 0.0030382014811038975 0.0053125319536775359 0.001792412775103003 0.010180860292166473 0.00017767510871635753 0.0084566329605877417 0.0017376682371832433 0.00057154725072905432 0.0014427106943912806 0.0023699469165876512 0.0046923852059990176 0.002945306478068233 0.00057154725072905432 0.0070226341485977182 0.0087224207818508166 0.0053125319536775359 0.00077738583786413084 0.0048403022810816774 0.0020292587578296666
decision_type=2 2 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 6 -6 -3 -5 9 -2 11 12 13 16 17 -14 -10 -13 19 -16 21 22 -12
right_child=1 2 3 7 5 -7 -8 -9 10 -11 20 14 15 -15 18 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-7.1752016504115024e-05 -0.0032168102627481336 0.0014528895101848422 0.0010374871538700308 -0.0021798191222565997 0.00075444753322557773 0.0032485407833589813 -0.0014877032310009622 -9.182355293255649e-05 0.003025924299916073 0.00024700301676172046 0.0008863056990351273 -0.00048940548303853121 -0.0002865826879324068 0.0052461422904498799 0.00093993951915305538 0.0035006159201788319 -0.00020606840291303511 -0.0031791304199912554 0.0017730615982732005 -0.00032562246896918908 -0.00021053549606868667 0.0026228888987373153 -0.001200383503642945
leaf_weight=4602.3958885669708 58.700843453407288 52.960732579231262 105.92146515846252 67.818925976753235 108.64513456821442 88.583579063415527 47.854961156845093 83.575398325920105 39.781543612480164 108.84031593799591 156.59768640995026 273.5402524471283 232.51886248588562 45.033701062202454 223.46953809261322 30.565870404243469 59.989485144615173 36.013209223747253 126.08061134815216 242.48642861843109 2526.5294635295868 92.888662219047546 149.20740365982056
leaf_count=2053 38 18 36 35 40 25 24 35 16 48 68 179 166 16 118 15 37 23 55 144 1463 40 88
internal_value=0 6.6611e-05 0.000593978 -0.000177273 0.00125983 0.00187465 5.70557e-05 -0.00102717 8.16979e-08 -0.000966602 3.83274e-05 0.000374886 0.000942978 0.00237746 0.000117875 0.000153424 0.00108262 -0.000802326 0.000599013 0.000281333 -0.000112333 0.000509975 -0.000131825
internal_weight=0 4957.6 555.36 257.316 298.044 197.229 100.816 151.394 4402.24 167.541 4234.7 1309.48 407.889 144.805 901.59 263.085 99.771 309.553 592.037 465.956 2925.22 398.694 305.805
internal_count=4780 2727 213 106 107 65 42 70 2514 86 2428 769 250 69 519 181 53 202 317 262 1659 196 156
is_linear=0
shrinkage=0.05


Tree=452
num_leaves=24
num_cat=0
split_feature=140 43 33 149 51 73 47 50 59 135 115 112 147 83 68 116 142 67 149 5 147 98 70
split_gain=0.0186314 0.10952 0.136643 0.150084 0.179564 0.12992 0.0849547 0.0706504 0.052906 0.0426748 0.0298453 0.0911058 0.0721294 0.0779587 0.10523 0.0985843 0.106318 0.0836339 0.149624 0.0747083 0.0896499 0.121071 0.0662975
threshold=0.076978169381618514 0.0081988852471113222 0.0046923852059990176 0.00060774214216507982 0.0068083447404205808 0.00050559637020342063 0.0098710241727530974 0.015200819820165636 0.0030382014811038975 0.0012357163941487672 0.0063990866765379914 0.0079489401541650313 0.0010585968848317864 0.0063990866765379914 0.0031340263085439806 0.0072436286136507997 0.018276390619575981 0.00040826165059115743 0.00085274505545385193 0.0019672545604407792 0.028884131461381916 0.0013986918493174019 0.00046126570669002836
decision_type=2 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 6 5 7 -2 -5 -8 -4 -1 12 -12 19 15 16 17 22 -19 -14 21 -21 -15
right_child=1 -3 9 4 -6 -7 8 -9 -10 -11 11 -13 13 14 -16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=-7.2783654754083604e-05 -0.0013390428059299655 0.0016949563128337954 0.0022873069958910795 -0.0026854536566625845 0.0014941803103629004 -0.00083675525028907333 0.0025114722118994041 -0.0059445280884673152 0.00030862986267886345 0.00032477495032425994 -0.0020980953373614295 0.0019408766930508903 5.3993223660438333e-06 0.0039518527678869004 8.3710650684471036e-05 -0.00080910335621449446 -0.00079241378811994881 -0.00088518174891963797 0.0023009921304159094 0.00023979440676453022 0.00031319163182598258 -0.0030164029482534598 0.0015123507967733617
leaf_weight=6564.7908633947372 42.651599049568176 109.83618557453156 63.562638163566589 44.086626768112183 37.155464887619019 66.481488943099976 49.094807505607605 26.699945330619812 61.278126835823059 49.094807505607605 37.399441599845886 67.672539949417114 934.40049588680267 62.273996472358704 834.76698338985443 57.412201762199402 45.424063801765442 59.989485144615173 95.514740943908691 43.940240740776062 74.603701829910278 81.486068367958069 50.383449196815491
leaf_count=3051 26 35 22 31 16 34 21 18 36 21 26 29 626 23 471 39 32 37 40 25 44 57 20
internal_value=0 0.000282533 -6.99621e-05 -0.000586727 -0.00158937 -0.00242402 0.000556121 -0.00391474 0.00128847 0.00143206 -1.72448e-05 0.00013186 8.03706e-05 0.000115185 0.000395105 0.00109576 0.00144451 0.00182342 0.00107185 -0.000182336 -0.00105931 -0.00187567 0.00286084
internal_weight=0 549.942 440.106 327.448 174.424 137.268 153.025 70.7866 110.373 112.657 9010.06 2445.27 2377.59 2340.2 1205.76 370.998 313.586 268.162 155.504 1134.43 200.03 125.426 112.657
internal_count=4780 260 225 182 99 83 83 49 57 43 4520 1469 1440 1414 662 191 152 120 77 752 126 82 43
is_linear=0
shrinkage=0.05


Tree=453
num_leaves=24
num_cat=0
split_feature=58 137 150 149 150 98 93 127 38 23 101 91 80 82 84 73 141 89 9 39 105 112 71
split_gain=0.0179836 0.0669808 0.0775418 0.113224 0.154828 0.161722 0.085281 0.0825123 0.112086 0.0845318 0.126202 0.0980926 0.116774 0.130054 0.105929 0.122079 0.14262 0.0980157 0.0903353 0.0835502 0.0774787 0.0769011 0.0773267
threshold=0.0013560238294303419 0.0013560238294303419 0.0060143163427710542 0.0026012937305495147 0.00068727668258361529 0.0084566329605877417 0.0033348383149132137 0.0036604277556762104 0.0022272822679951791 0.0056525857653468856 0.018276390619575981 0.000490355829242617 0.0014427106943912806 0.00017767510871635753 0.00037263428384903824 0.00017767510871635753 0.0018488886416889729 0.00075379351619631063 0.000490355829242617 0.00244467705488205 0.0015349716995842757 0.0013146653072908523 0.010829726699739696
decision_type=2 2 2 2 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 -4 8 9 10 17 14 13 -13 15 -11 -17 21 -14 -20 -10 22 -1
right_child=-2 -3 6 4 5 -7 -8 -9 20 11 -12 12 18 -15 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.00091668541338220258 -4.0752055110122566e-05 0.00070731333648135233 -5.0007321074030736e-05 0.0016958986193750455 -0.00080273789150243587 -0.0044415178790227798 0.0018052172693732431 -0.0011872661961003497 -0.002520996851491659 0.00024780503988737409 0.0017018607565367425 -0.00065233472085711507 -0.0014740313987475916 0.0024062099922288931 -0.00018302797727452684 0.0012850844751793199 0.0043960787213159214 0.0003070442207072426 0.0020656270927830078 -0.0005113282902172527 -0.00011056221857710312 0.00085295722384847643 -0.0031169558990177719
leaf_weight=237.52704322338104 7065.0810348987579 401.10468685626984 130.38569450378418 33.143153786659241 83.91696572303772 48.001347184181213 118.00719380378723 131.91831290721893 64.196977615356445 77.083394527435303 80.998114943504333 56.025969386100769 126.86133682727814 91.551225185394287 87.978072166442871 80.998114943504333 67.574949264526367 271.15815043449402 47.757370471954346 92.13676929473877 69.351544380187988 49.241193532943726 48.001347184181213
leaf_count=156 3321 241 70 13 49 30 47 79 48 38 37 36 87 39 54 37 25 189 20 63 44 27 30
internal_value=0 0.000115401 2.01063e-06 -0.000109622 -0.00135922 -0.00212679 0.000831378 1.31259e-05 0.000115392 0.000246087 -0.000151763 0.000621507 0.000116532 0.00124507 0.00128861 0.00186237 0.00270005 -0.000399548 -0.000507809 0.000368398 -0.00126926 -0.000971878 -0.00128658
internal_weight=0 2494.92 2093.81 1845.42 165.061 131.918 248.393 1680.36 1548.44 1414.89 686.926 727.967 414.333 147.577 313.635 225.656 148.573 605.928 266.755 139.894 133.549 334.77 285.528
internal_count=4780 1459 1218 1101 92 79 117 1009 930 838 439 399 245 75 154 100 62 402 170 83 92 213 186
is_linear=0
shrinkage=0.05


Tree=454
num_leaves=24
num_cat=0
split_feature=136 15 56 22 71 136 58 10 12 123 72 144 133 62 53 148 100 36 105 95 122 33 96
split_gain=0.0181685 0.0543192 0.0489077 0.0535174 0.059348 0.0371085 0.0865571 0.105334 0.0841197 0.115659 0.114967 0.140237 0.114404 0.10851 0.0824828 0.0937278 0.0784097 0.118442 0.073333 0.073065 0.0500492 0.0507707 0.049397
threshold=0.0044099434744566688 0.0022975050378590827 0.00066645268816500913 0.00037263428384903824 0.030689206905663017 0.00082683752407319855 0.004017772153019906 0.017724351026117805 0.0022272822679951791 0.0013986918493174019 0.0042751494329422721 0.0017376682371832433 0.002945306478068233 0.00046126570669002836 0.00050559637020342063 0.00087947337306104611 0.013032016810029747 0.00047558375808876013 0.0053125319536775359 0.0021592099219560628 0.00090704852482303988 0.013860232196748258 0.0042751494329422721
decision_type=2 2 2 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 22 14 8 10 18 11 12 13 -8 -7 -16 17 -14 -10 -12 21 -17 -1
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 19 -13 16 -15 15 20 -18 -19 -20 -21 -22 -23 -24
leaf_value=-3.9347569421304313e-05 0.001317268353382652 3.8014312138297989e-05 -0.0013461414253170057 -0.0008389108205136104 0.0020422442492491863 0.0016970683583876851 0.0022391133849206757 0.0012774388788264969 -0.0040523656415211058 0.00013532185666457585 -3.6844236492924333e-05 0.0021764858258907964 -0.0036306579854873187 -0.00083961725680760987 -0.0030115714354537653 -0.00074514536937882821 -0.00029802539005719612 -0.00021879664274844664 -0.0010004860563025068 0.0021297618625167021 0.00021492262984517741 -0.0025753619460572434 0.00026254780844189933
leaf_weight=6035.4452538490295 103.29538643360138 94.128508567810059 55.977174043655396 70.298618674278259 60.790173411369324 33.191949129104614 48.948421478271484 149.66652452945709 40.123111009597778 81.046910285949707 66.432693600654602 46.322342753410339 70.542595386505127 68.912386298179626 46.712705492973328 330.56209146976471 74.164543747901917 39.781543612480164 38.639287948608398 93.933327198028564 121.07243061065674 42.797985076904297 1747.2139984369278
leaf_count=3097 36 37 34 29 16 15 15 53 30 39 32 15 39 26 31 202 26 16 23 29 65 32 843
internal_value=0 0.000336724 -2.34743e-05 0.000305271 0.000824475 -1.411e-05 -0.000251796 7.83757e-05 -0.000189936 -0.0011907 0.000124246 -0.000385354 -0.000777848 0.000439001 -0.000722338 -0.000870736 -0.00155523 -0.00240038 -0.00255517 0.00123223 -0.000668475 -0.000954942 2.84282e-05
internal_weight=0 384.49 281.194 225.217 154.919 9175.51 1392.85 818.514 668.847 159.809 509.038 348.672 302.349 117.861 574.337 541.145 184.489 110.324 78.7624 160.366 494.433 373.36 7782.66
internal_count=4780 152 116 82 53 4628 688 343 290 92 198 137 122 41 345 330 81 55 53 61 299 234 3940
is_linear=0
shrinkage=0.05


Tree=455
num_leaves=24
num_cat=0
split_feature=110 4 10 29 87 106 108 40 33 93 36 35 81 5 10 104 0 128 85 138 5 136 20
split_gain=0.0177863 0.0954876 0.0958911 0.119989 0.070606 0.0690238 0.0448598 0.0443792 0.0375755 0.0294604 0.0767292 0.128634 0.0793629 0.106665 0.0740022 0.0976778 0.0879779 0.121507 0.137912 0.112206 0.136378 0.111706 0.118002
threshold=0.024066280573606495 0.0012745757703669371 0.00899649551138282 0.015675474889576439 0.00017767510871635753 0.0013986918493174019 0.007706565549597145 0.0048403022810816774 0.001792412775103003 0.000490355829242617 0.00042089859198313212 0.0037758676335215573 0.0048403022810816774 0.000490355829242617 0.0035485138650983576 0.00060774214216507982 0.00087947337306104611 0.00017767510871635753 0.00068727668258361529 0.0014881226234138014 0.0066005610860884198 0.0003614811430452392 0.0036604277556762104
decision_type=2 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 -2 -3 -7 -6 -8 14 11 -11 13 -13 -1 -16 21 18 -18 -19 -21 22 -17
right_child=1 5 3 -5 7 6 8 -9 -10 10 -12 12 -14 -15 15 16 17 19 -20 20 -22 -23 -24
leaf_value=-0.00012967860699667616 0.00311497957521711 0.00092686188741678693 -0.0016055566300305591 0.0018846939063043014 -0.00013941826429064521 0.00033542005557305143 -0.0027920037593160154 0.0021200044748161139 -0.00088436163587601022 -0.00012087146578409652 0.00011344844398090933 -0.00099501549172330457 -0.00063833070943361547 -0.0040992777091343356 0.0026351230090973128 -0.0017594747668566312 0.00085040445629095253 -0.00022472859327230324 0.003737328831027481 0.00054716395773867302 0.0037721888531567142 0.0012694394236049652 0.00070707065508439782
leaf_weight=1712.303119301796 59.696713089942932 65.241642594337463 61.278126835823059 41.167775988578796 47.903756499290466 45.228882431983948 38.736878633499146 39.781543612480164 77.376166582107544 2625.7371342182159 2627.1122735738754 74.603701829910278 329.87895667552948 43.989036083221436 45.033701062202454 162.53297865390778 315.52867949008942 642.95677602291107 47.610984444618225 281.17451190948486 37.106669545173645 68.912386298179626 69.107567667961121
leaf_count=919 25 37 36 19 26 24 27 16 50 1170 1334 44 174 27 16 96 124 359 14 169 14 26 34
internal_value=0 0.000297798 0.000971931 -0.000203003 0.00178863 -0.000445493 -0.00100043 0.000885649 -0.00152078 -1.56187e-05 -8.49736e-05 -0.000254538 -0.00103714 -0.00214646 0.000101289 0.000338113 0.000274453 0.000449718 0.00122891 0.000155353 0.000923152 -0.000497845 -0.00102361
internal_weight=0 476.411 249.828 102.446 147.382 226.584 161.342 87.6853 116.113 9083.59 5701.32 3074.21 448.472 118.593 3382.27 1669.96 1624.93 1324.38 363.14 961.238 318.281 300.553 231.641
internal_count=4780 260 122 55 67 138 101 42 77 4520 2749 1415 245 71 1771 852 836 680 138 542 183 156 130
is_linear=0
shrinkage=0.05


Tree=456
num_leaves=24
num_cat=0
split_feature=44 78 23 23 62 146 93 112 143 119 10 102 15 51 115 118 11 40 105 35 150 122 4
split_gain=0.0182968 0.0458466 0.0514034 0.0928695 0.0597672 0.115036 0.0773371 0.0838791 0.0680664 0.0505517 0.0534367 0.0602527 0.0436799 0.0427509 0.0400309 0.0390809 0.0396521 0.0375523 0.0370152 0.0316997 0.0286718 0.0985379 0.0981205
threshold=0.019431582652032379 0.019431582652032379 0.0019672545604407792 0.0031340263085439806 0.0023699469165876512 0.0051502294372767219 0.0048403022810816774 0.0028552538715302949 0.0070226341485977182 0.00044738779251929378 0.004017772153019906 0.00082683752407319855 0.0037758676335215573 0.00066645268816500913 0.00044738779251929378 0.00047558375808876013 0.0054799309000372895 0.0056525857653468856 0.0028552538715302949 0.0026833302108570938 0.0019672545604407792 0.0048403022810816774 0.001792412775103003
decision_type=2 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 17 -4 5 9 15 -8 19 10 14 -12 -3 -13 -5 16 -7 -2 -16 -6 21 22 -1
right_child=1 12 3 4 8 6 7 -9 -10 -11 11 13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-3.2134556055740428e-05 0.00032692183053228355 -4.4511559584006283e-05 -0.0018734146637613023 0.0020937105334540101 0.00059305143594840729 -0.0022584984511613607 -0.0040870466989594316 -0.00078632469147348549 -0.00052173045353816675 -0.0012606281713445923 -0.0013214268793003978 0.0015904670949199056 0.0018902196933482556 -0.0003344487116132264 -9.3215575584009092e-05 0.00024365379918815308 -4.2191330309311061e-05 0.002255653578298576 0.0016949693485591518 0.0017813290860692603 -0.00011653227662882507 -0.0012146609689209929 0.00054420498241689204
leaf_weight=2838.6025434732437 59.647917747497559 49.192398190498352 63.855410218238831 67.47735857963562 127.07648098468781 44.037831425666809 36.110799908638 41.21657133102417 87.68530011177063 43.989036083221436 63.757819533348083 55.684401988983154 71.684851050376892 59.843099117279053 76.985803842544556 96.949768662452698 37.253055572509766 43.745059370994568 46.371138095855713 100.52292168140411 4306.1857414245605 143.95524621009827 998.1694084405899
leaf_count=1553 23 25 34 21 42 29 27 21 42 27 30 22 32 31 34 45 20 17 17 30 2075 88 495
internal_value=0 0.00017648 7.9295e-05 -2.55616e-05 9.42354e-05 -0.00017301 -0.00100719 -0.00232772 0.000661875 0.000341804 0.000532255 -8.75785e-05 0.00110286 0.000593363 0.00111458 -0.000434295 -0.00124283 0.00114296 0.000578981 0.00111787 -2.7112e-05 6.96191e-05 0.000117805
internal_weight=0 1273.09 1152.21 1048.82 984.961 669.677 255.568 77.3274 315.285 414.109 370.12 179.285 120.877 115.528 190.834 178.241 81.2909 103.393 123.357 227.599 8286.91 3980.73 3836.77
internal_count=4780 569 512 472 438 324 142 48 114 182 155 83 57 53 72 94 49 40 51 72 4211 2136 2048
is_linear=0
shrinkage=0.05


Tree=457
num_leaves=24
num_cat=0
split_feature=141 52 95 99 58 39 125 71 94 105 39 117 23 70 124 95 148 18 22 32 150 71 52
split_gain=0.0181845 0.0572715 0.0539318 0.0762049 0.0678604 0.0695023 0.0616062 0.0647435 0.0647165 0.103311 0.0753886 0.0731877 0.0957254 0.101316 0.109785 0.131661 0.0909133 0.107123 0.126042 0.113844 0.0760048 0.119546 0.0942275
threshold=0.0005893622583243997 0.028884131461381916 0.00899649551138282 0.013439828064292671 0.00077738583786413084 0.00017767510871635753 0.015200819820165636 0.001792412775103003 0.0070226341485977182 0.0013146653072908523 0.00017767510871635753 0.0063990866765379914 0.011169348377734424 0.0016331639490090313 0.0018488886416889729 0.00047558375808876013 0.00087947337306104611 0.00066645268816500913 0.00047558375808876013 0.00068727668258361529 0.0017376682371832433 0.037906534969806678 0.0011615398107096555
decision_type=2 2 2 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 8 -8 11 10 -10 12 20 14 15 -14 -13 19 -19 -18 21 22 -1
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12 16 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24
leaf_value=-0.00036291913498032961 -3.3470113862239071e-05 0.0018275213140028354 -0.0013345796010321973 0.0019108947396365374 0.0020062591197560048 -0.00015897911735193184 0.00011773099035097142 -0.0024463737489865685 -0.001162265175967499 -0.0025575371158144959 0.0015295824140202773 0.002099740921440725 -0.0015615022287027202 0.00051655426525463945 0.00015566209107535536 -0.0055444787693645055 0.00027643244858103442 -0.0030054992659214476 0.00085689084439636871 0.0025416437309448842 0.001281180744542967 -0.00256861183082162 0.0016880029607219211
leaf_weight=188.04187297821045 7737.2839838266373 49.046012163162231 54.639737010002136 91.356043815612793 62.22520112991333 91.648815870285034 46.663910150527954 52.111248970031738 57.119429707527161 58.603252768516541 47.757370471954346 87.392528057098389 79.807063937187195 78.372036218643188 54.542146325111389 28.037382364273071 285.10919511318207 46.663910150527954 38.590492606163025 68.863590955734253 132.52381980419159 43.842650055885315 79.758268594741821
leaf_count=119 3910 19 33 31 21 43 29 37 27 34 20 30 42 37 29 19 115 29 21 24 50 21 40
internal_value=0 0.000142078 9.54716e-05 0.000706708 0.000179118 0.000716623 -2.88948e-05 -0.00123503 5.77478e-05 -0.000876065 6.35118e-05 0.000183752 -0.000157006 -0.000959874 -0.00167244 -0.002597 0.000626944 0.000333904 -0.00125718 0.000717118 0.000278185 -0.000148332 0.000247902
internal_weight=0 1822.72 1773.67 299.87 208.514 153.874 1473.8 98.7752 1375.03 163.48 104.877 1211.54 684.925 240.759 162.387 107.844 526.62 439.227 85.2544 353.973 444.167 311.643 267.8
internal_count=4780 870 851 128 97 64 723 66 657 81 47 576 357 127 90 61 219 189 50 139 230 180 159
is_linear=0
shrinkage=0.05


Tree=458
num_leaves=24
num_cat=0
split_feature=34 118 35 88 113 85 40 66 40 44 140 11 126 20 82 66 20 124 54 126 88 132 99
split_gain=0.0175128 0.0498744 0.0421003 0.0450864 0.0218995 0.0854934 0.0658451 0.114463 0.0902833 0.0524649 0.0975231 0.105817 0.0520335 0.0511675 0.0390632 0.112271 0.186581 0.132085 0.120646 0.116711 0.105949 0.122176 0.0884137
threshold=0.064669914543628707 0.00017767510871635753 0.0063990866765379914 0.00017767510871635753 0.013439828064292671 0.0025217677466571335 0.0036604277556762104 0.0003614811430452392 0.0011980500421486797 0.0060143163427710542 0.0034400182776153092 0.00070876078098081063 0.00017767510871635753 0.00043393640953581786 0.0049928687512874612 0.00043393640953581786 0.00070876078098081063 0.00017767510871635753 0.014293605927377941 0.0010918468469753864 0.0010918468469753864 0.00017767510871635753 0.0011615398107096555
decision_type=2 2 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 14 6 8 -8 9 10 -6 -12 -10 -11 -1 16 18 -18 19 22 21 -19 -16
right_child=1 -3 -4 -5 5 -7 7 -9 12 13 11 -13 -14 -15 15 -17 17 20 -20 -21 -22 -23 -24
leaf_value=-4.3067066965826655e-05 0.00099188699701056936 -0.00078932792699367219 0.0019328524089795949 -0.0010952564922813563 -1.0622551268825555e-05 0.0017817872652401688 -0.0033314916913778623 -0.00036031156969925266 0.0019748123424275341 0.0013756467264828829 -0.00082256883943747903 -0.0042583427973357747 0.00014350501595676988 -0.0007394509502837691 -0.00092844685418850084 -0.00046549266942285457 0.0029501892706435499 0.00074234438816434543 0.0013001027418279101 -0.0018121815273044644 0.0016141157592820757 -0.0023679173389735569 0.00040275316642707291
leaf_weight=6912.8727060556412 78.128059506416321 62.664359211921692 59.696713089942932 38.688083291053772 81.993984580039978 46.371138095855713 49.387579560279846 94.323689937591553 56.875452995300293 47.610984444618225 49.046012163162231 41.265366673469543 121.97070956230164 71.587260365486145 176.31767451763153 443.67865800857544 93.933327198028564 112.51105964183807 152.24380791187286 102.44590282440186 196.18404865264893 43.891445398330688 426.31193935871124
leaf_count=3702 27 39 25 25 24 17 33 45 17 14 19 23 48 28 69 210 29 37 51 55 76 23 144
internal_value=0 0.000422461 0.000852662 0.000300651 -1.08406e-05 -0.000288373 -0.000444703 -0.00138138 -0.000158508 -0.00070111 -0.00125903 -0.00239245 0.000725885 0.000105376 1.03238e-05 0.000221529 0.000455313 0.0012841 2.36539e-05 -0.000251964 0.000840232 -0.000130493 1.327e-05
internal_weight=0 239.177 176.513 116.816 9320.82 660.432 614.061 143.711 470.35 291.504 172.305 90.3114 178.846 119.198 8660.39 1747.52 1303.84 446.52 857.319 705.076 352.587 156.403 602.63
internal_count=4780 116 77 52 4664 268 251 78 173 108 66 42 65 42 4396 694 484 165 319 268 136 60 213
is_linear=0
shrinkage=0.05


Tree=459
num_leaves=24
num_cat=0
split_feature=146 72 51 17 13 68 71 53 62 15 58 43 131 121 89 100 126 81 23 47 143 149 98
split_gain=0.0175228 0.0532077 0.0589187 0.0553783 0.08325 0.0766597 0.0642429 0.0605151 0.123699 0.0541323 0.0705139 0.0537763 0.130255 0.0669871 0.0560371 0.0459202 0.063529 0.042286 0.0729826 0.0796655 0.0576743 0.0552623 0.0714802
threshold=0.013439828064292671 0.0072436286136507997 0.027182282879948619 0.0018488886416889729 0.000490355829242617 0.0068083447404205808 0.0048403022810816774 0.00244467705488205 0.0011980500421486797 0.011169348377734424 0.0035485138650983576 0.0012745757703669371 0.0015349716995842757 0.002945306478068233 0.00017767510871635753 0.00070876078098081063 0.00075379351619631063 0.0044099434744566688 0.0063990866765379914 0.0020292587578296666 0.016668972559273246 0.0048403022810816774 0.0013986918493174019
decision_type=2 2 2 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 9 6 -5 -8 -9 17 -11 15 13 -13 -14 -3 -17 -2 19 -19 21 22 -20
right_child=1 2 -4 5 -6 -7 7 8 -10 10 -12 12 14 -15 -16 16 -18 18 20 -21 -22 -23 -24
leaf_value=-3.1189382199969626e-05 0.0010833450194949893 0.0014145145993669324 -0.0020156428708682254 0.0018437915972848284 -0.0019391993817262196 0.0022939933636856426 -0.00097632451000258475 0.0018379356607396554 -0.0012282311902853352 -0.0020269148831774555 0.0002754087381614541 -0.00094533600959025911 0.00093633455182096602 -0.0040543414653692834 -0.0012620580897225976 -0.00043489634997876905 0.001220334447165678 -0.00018420413413182551 -0.00051342785481385328 0.0020106094942016102 0.00083497915613526977 0.00021864345245471053 -0.0037238725991838363
leaf_weight=7885.9058433771133 186.72439873218536 70.396209359169006 42.70039439201355 67.818925976753235 46.761500835418701 74.115748405456543 83.819375038146973 90.067402124404907 51.818476915359497 54.68853235244751 84.864040017127991 34.578181505203247 84.815244674682617 34.724567532539368 44.037831425666809 222.66884982585907 78.372036218643188 86.299067735671997 34.626976847648621 79.367905855178833 46.419933438301086 39.683952927589417 34.724567532539368
leaf_count=3974 65 33 28 35 33 24 45 32 25 35 34 18 32 24 29 139 37 39 20 24 19 12 24
internal_value=0 0.000146919 -0.000224282 0.000360974 9.81899e-05 0.000857151 0.000494345 8.88686e-05 0.000718134 0.00024535 -0.000626837 -8.99896e-05 -0.000755144 -0.00250312 0.000184995 0.00026486 -3.97878e-06 0.000485021 0.00013711 0.000867289 -0.000641033 -0.00126942 -0.00212091
internal_weight=0 1674.09 612.293 1061.8 694.161 367.64 293.524 225.705 141.886 647.399 139.553 569.593 198.156 69.3027 128.853 371.437 301.041 507.847 321.122 165.667 155.455 109.035 69.3515
internal_count=4780 806 340 466 305 161 137 102 57 272 69 312 103 42 61 209 176 203 138 63 75 56 44
is_linear=0
shrinkage=0.05


Tree=460
num_leaves=24
num_cat=0
split_feature=98 117 59 71 113 11 105 11 129 46 67 101 107 45 34 127 146 109 52 18 69 21 29
split_gain=0.0173153 0.0865783 0.140724 0.119573 0.178478 0.158377 0.159839 0.102173 0.101884 0.184162 0.0921503 0.0989844 0.0918198 0.139894 0.0891048 0.0750948 0.0877042 0.0731662 0.114312 0.11354 0.105243 0.146828 0.106763
threshold=0.010180860292166473 0.0023699469165876512 0.0019672545604407792 0.15819545835256579 0.0020932231564074759 0.00070876078098081063 0.0015349716995842757 0.00044738779251929378 0.00017767510871635753 0.01884530205279589 0.00060774214216507982 0.0035485138650983576 0.00073092587990686308 0.0022975050378590827 0.0053125319536775359 0.0012745757703669371 0.0018488886416889729 0.010500331409275534 0.00096484774257987748 0.0013986918493174019 0.00085274505545385193 0.0012745757703669371 0.011519505176693203
decision_type=2 2 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 -4 -7 -10 11 -6 -5 -14 15 16 -2 18 -9 -20 21 -19 -22
right_child=1 2 7 12 10 8 -8 17 9 -11 -12 -13 13 -15 -16 -17 -18 20 19 -21 22 -23 -24
leaf_value=4.4795606698035181e-05 -0.00028227469802171519 -0.0064831110050335584 -0.0019445843910523759 0.0019200800186845513 -0.00037660994203492118 -0.00013996902913619816 -0.0016766465078135652 -0.0019733970179257507 -0.0050053933823770306 -0.00016147594922144538 0.00081384607323474782 -0.0024238244116208327 -0.0014716918909293557 0.00089952887640863547 -0.0004548333159576263 0.0023606875383861974 0.0020150757223295159 -0.0035275795134843014 0.00089280434879368889 -0.00044231529474816883 -0.00076699027407241174 -0.00024142155929395955 0.0007964659610770362
leaf_weight=6624.365576505661 115.28352439403534 36.062004566192627 59.745508432388306 58.164094686508179 239.88031268119812 86.055091023445129 33.240744471549988 46.46872878074646 40.025520324707031 38.492901921272278 107.30769753456116 78.323240876197815 124.45040225982666 124.35281157493591 136.38974487781525 83.331421613693237 64.948870539665222 53.20470929145813 662.17994093894958 209.65600967407227 193.75315129756927 94.128508567810059 250.18944621086121
leaf_count=3663 43 25 27 16 91 29 17 21 26 17 39 35 42 38 47 25 25 28 232 90 84 37 83
internal_value=0 -0.000101083 -0.000208923 -0.000683596 -0.00106308 -0.00217265 -0.00417771 8.33694e-05 -0.00132831 -0.00263071 -0.000453222 -0.000880515 0.000131565 -0.000286547 0.000582618 0.00111948 0.000545603 0.000163631 0.000442949 0.00057174 -0.000270175 -0.00142811 0.000114115
internal_weight=0 2935.63 2535.68 966.355 659.388 233.876 69.3027 1569.33 164.574 78.5184 425.511 318.204 306.967 248.803 399.954 263.564 180.232 1509.58 918.305 871.836 591.276 147.333 443.943
internal_count=4780 1117 977 375 279 114 42 602 72 43 165 126 96 80 140 93 68 575 343 322 232 65 167
is_linear=0
shrinkage=0.05


Tree=461
num_leaves=24
num_cat=0
split_feature=141 46 125 128 117 71 54 109 28 59 113 100 93 102 110 146 24 132 147 23 24 4 102
split_gain=0.0171794 0.0546799 0.0550567 0.0933273 0.0587391 0.11941 0.10248 0.118462 0.0890903 0.119035 0.0794066 0.10212 0.101582 0.0517133 0.0623668 0.119202 0.108374 0.0857331 0.0743238 0.0909538 0.0795905 0.0739344 0.0541321
threshold=0.0005893622583243997 0.21471316367387774 0.015200819820165636 0.0016846025246195497 0.0056525857653468856 0.10522961243987085 0.024810968898236755 0.0051502294372767219 0.001792412775103003 0.013032016810029747 0.00017767510871635753 0.0037758676335215573 0.0038949446752667431 0.025578102096915249 0.002945306478068233 0.00055427959887310873 0.00017767510871635753 0.00043393640953581786 0.0010585968848317864 0.00899649551138282 0.00047558375808876013 0.0019672545604407792 0.0019071503775194289
decision_type=2 2 2 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 13 8 -8 9 10 -6 12 -12 14 15 18 17 -17 19 -1 -20 22 -18
right_child=-2 -3 3 -5 6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 16 21 -19 20 -21 -22 -23 -24
leaf_value=0.0032895312627451352 -3.2531959771920736e-05 0.0015337815132755455 -0.002536818801675199 0.00034046935666457709 0.0016923813604249899 -0.0019607963508013523 0.0027585445697708095 0.00024035854552740505 -0.0017491871297611213 -0.0015962498038780745 9.7528481837311389e-05 0.00083515463821918655 -0.0029589645735687031 -0.0012838227752073354 -0.0010358080369188237 -0.0033964942337444126 0.00062791056122372913 -0.00022183576346326644 0.00140992379345235 0.00066511760295332573 -0.0020186307816495086 0.0020023226415958966 -0.00081257267304227611
leaf_weight=70.201027989387512 7737.2839838266373 67.574949264526367 52.111248970031738 61.375717520713806 127.22286701202393 80.851728916168213 92.693480849266052 94.128508567810059 55.977174043655396 69.302749037742615 79.660677909851074 240.97377300262451 41.265366673469543 65.388028621673584 90.65294623374939 40.025520324707031 139.40618634223938 45.375268459320068 42.602803707122803 62.322791814804077 28.086177706718445 52.960732579231262 122.55625367164612
leaf_count=25 3910 25 37 40 48 31 32 37 34 42 36 82 23 43 56 26 63 30 24 25 21 18 72
internal_value=0 0.000138096 8.43601e-05 -0.000980732 0.000157989 -0.000134035 0.000464303 0.00148978 0.000152485 0.000343111 0.000617895 0.000240168 -0.000945483 6.04109e-05 0.000187029 0.000370702 -0.000129942 -0.00170973 0.00135696 0.00205533 4.7689e-05 0.000298464 -4.60037e-05
internal_weight=0 1822.72 1755.14 113.487 1641.65 840.429 801.225 186.822 614.403 558.425 489.123 361.9 120.926 759.578 694.19 603.537 400.324 85.4008 203.213 132.524 70.689 314.923 261.962
internal_count=4780 870 845 77 768 434 334 69 265 231 189 141 59 403 360 304 209 56 95 50 45 153 135
is_linear=0
shrinkage=0.05


Tree=462
num_leaves=24
num_cat=0
split_feature=70 18 47 25 68 42 150 99 34 39 108 63 63 143 37 66 137 24 12 108 17 129 29
split_gain=0.018472 0.101452 0.0651597 0.0666239 0.0553089 0.112579 0.0954193 0.0883913 0.0741495 0.100076 0.0654968 0.0553525 0.054876 0.0545388 0.0711576 0.108833 0.0701345 0.126957 0.0763165 0.0671273 0.0558217 0.0543971 0.0500395
threshold=0.0056525857653468856 0.0037758676335215573 0.0066005610860884198 0.00090704852482303988 0.011169348377734424 0.011519505176693203 0.0068083447404205808 0.00017767510871635753 0.00077738583786413084 0.00064626874518580746 0.007706565549597145 0.00099512818269431613 0.0016846025246195497 0.010180860292166473 0.0011261500185355546 0.00043393640953581786 0.00040826165059115743 0.014293605927377941 0.0016846025246195497 0.0038949446752667431 0.00077738583786413084 0.00077738583786413084 0.0068083447404205808
decision_type=2 2 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 -6 -2 10 11 -10 -9 14 16 -16 17 18 20 -15 -11 -14 -21
right_child=1 2 3 -5 7 6 -8 12 9 13 -12 -13 21 19 15 -17 -18 -19 -20 22 -22 -23 -24
leaf_value=-3.4562354995510254e-05 -0.0017028469723808994 -0.00022713232287649386 -0.0032370339814913433 -0.00049773682224505951 0.0025458608373309516 -0.0029462268899696064 -0.00014883075142859586 -0.00042158965498011419 -0.00038529987834534136 -0.0012587084337425721 0.0022672880902117202 0.0015912748494367056 0.00024076565002145779 -0.0020590248216776955 0.0024989422912670791 0.00017224540644555702 0.00073859978153293596 0.001491785885296905 -0.00029632377541824651 -0.0012995584246154415 -0.0039905766462846734 0.0022817031685192883 0.00069309519589089423
leaf_weight=7664.6032631397247 42.602803707122803 298.12203526496887 41.362957358360291 47.903756499290466 66.286307573318481 49.43637490272522 79.514291882514954 98.18961501121521 70.249823331832886 42.505213022232056 103.19779574871063 71.440874338150024 74.262134432792664 54.737327694892883 86.006295680999756 120.92604458332062 175.27300953865051 54.249374270439148 87.929276823997498 48.050142526626587 33.387130498886108 58.261685371398926 91.502429842948914
leaf_count=3891 24 164 27 26 26 35 30 42 27 20 32 22 30 37 27 59 80 17 52 32 23 20 37
internal_value=0 0.000139763 -0.000581973 -0.00176703 0.000325168 0.00017521 -0.00122128 0.000936619 0.000341632 0.000425427 0.00130914 0.000611295 0.000474268 0.000153062 0.000388734 0.00113928 -6.11691e-06 -0.000604678 -0.00129892 -0.000575066 -0.00246053 0.00113803 6.99326e-06
internal_weight=0 1895.4 387.389 89.2667 1508.01 1211.01 128.951 297 1082.06 1039.45 244.888 141.691 230.713 794.566 600.276 206.932 393.344 218.071 163.822 194.29 75.8923 132.524 139.553
internal_count=4780 889 217 53 672 554 65 118 489 465 81 49 92 384 278 86 192 112 95 106 43 50 69
is_linear=0
shrinkage=0.05


Tree=463
num_leaves=24
num_cat=0
split_feature=56 14 103 9 71 72 20 86 124 113 117 114 88 56 5 73 136 9 103 43 68 100 135
split_gain=0.0167084 0.0587748 0.0970161 0.12415 0.0838481 0.0828281 0.109548 0.0685267 0.0808151 0.0633235 0.0649968 0.085903 0.0624765 0.058466 0.0666813 0.0583163 0.0464501 0.0437983 0.0686844 0.121935 0.0887962 0.0728476 0.0706215
threshold=0.00073092587990686308 0.002945306478068233 0.00080172589514404546 0.0030382014811038975 0.012636432424187662 0.0012357163941487672 0.00017767510871635753 0.0012745757703669371 0.0053125319536775359 0.010500331409275534 0.019431582652032379 0.0011261500185355546 0.00064626874518580746 0.00066645268816500913 0.00085274505545385193 0.0014427106943912806 0.0044099434744566688 0.0020932231564074759 0.00050559637020342063 0.0081988852471113222 0.0031340263085439806 0.0079489401541650313 0.015200819820165636
decision_type=2 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 5 3 7 -4 6 -2 8 -3 10 -7 -12 -9 16 -15 -14 17 -1 19 22 21 -20 -19
right_child=1 2 4 -5 -6 9 -8 12 -10 -11 11 -13 15 14 -16 -17 -18 18 20 -21 -22 -23 -24
leaf_value=-2.7049144034445551e-06 -0.00075726958463075839 0.0019842632523590299 0.00063240903443713642 0.0028483358339077849 0.0033425088573996106 5.852605113781071e-06 0.0020539032840511018 -0.0021679350796246755 -0.00065985249004416058 -0.0019887985355509265 0.00012732030867301116 -0.0028445626804502093 0.0016305614831747398 9.3843246806148411e-05 -0.0027680497177052935 -0.0004474759356896929 0.00058929701696865328 -0.00068410947849266955 -0.0017832957862700329 0.001934073928479969 -0.0030547439485744468 0.0011763508036302175 0.0012181120117380499
leaf_weight=7021.5888220071793 55.781992673873901 75.648366808891296 63.904205560684204 41.167775988578796 51.574500203132629 619.56604421138763 91.502429842948914 44.037831425666809 46.761500835418701 52.062453627586365 47.806165814399719 49.485170245170593 39.781543612480164 40.025520324707031 41.411752700805664 223.10800790786743 305.87384819984436 396.70201301574707 45.277677774429321 60.838968753814697 52.013658285140991 38.444106578826904 55.635606646537781
leaf_count=3422 26 33 36 19 15 369 37 29 33 35 22 37 16 26 29 157 105 222 26 18 33 15 20
internal_value=0 0.000153093 0.000544165 0.000225438 0.00184278 -9.7028e-05 0.000989209 -2.60629e-05 0.000974191 -0.000305094 -0.000182813 -0.00138426 -0.000424988 -2.85405e-05 -0.00136146 -0.000133019 -1.49317e-05 -3.90263e-05 -0.000432044 -0.000167486 -0.00143226 -0.000424259 -0.000450144
internal_weight=0 1502.19 585.984 470.505 115.479 916.204 147.284 429.337 122.41 768.92 716.857 97.2913 306.927 8057.81 81.4373 262.89 7976.37 7670.5 648.912 513.177 135.735 83.7218 452.338
internal_count=4780 864 338 287 51 526 63 268 66 463 428 59 202 3916 55 173 3861 3756 334 260 74 41 242
is_linear=0
shrinkage=0.05


Tree=464
num_leaves=24
num_cat=0
split_feature=58 5 149 0 127 37 1 5 27 38 82 77 95 99 115 39 84 106 115 69 30 84 112
split_gain=0.0172281 0.0660819 0.149096 0.139818 0.10205 0.0982139 0.116103 0.0782233 0.0723002 0.0681611 0.0951809 0.0607846 0.057704 0.11011 0.150682 0.106325 0.110436 0.171133 0.0874772 0.116827 0.0791084 0.0756547 0.0854706
threshold=0.0013560238294303419 0.0014881226234138014 0.000490355829242617 0.0051502294372767219 0.062805486842989935 0.037906534969806678 0.00070876078098081063 0.0066005610860884198 0.0011980500421486797 0.0030382014811038975 0.00073092587990686308 0.0026833302108570938 0.0021592099219560628 0.0046923852059990176 0.00017767510871635753 0.00017767510871635753 0.00037263428384903824 0.0016331639490090313 0.015675474889576439 0.02636832278221846 0.00057154725072905432 0.00244467705488205 0.0019071503775194289
decision_type=2 2 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 9 6 7 -3 -4 12 -11 -8 13 18 -15 16 17 -14 19 21 -16 22 -1
right_child=-2 2 3 -5 -6 -7 11 -9 -10 10 -12 -13 15 14 20 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0013325273228475499 -3.988686421630696e-05 -0.0010126628377357069 0.0015119417104230469 0.0036700420294155491 0.0025011561296610766 0.0021150874545222361 0.0020110125235544944 -0.0043920896009532282 -0.0007511101147251579 -0.00013580065631269405 -0.0029231792354861151 -0.0006335593453018983 6.9275001097690383e-05 0.0034167861556870581 -0.0016614967226098673 -2.8516679549590901e-05 -0.00082276394415919073 0.0033298875510290463 0.00029404368315112184 0.0020144042666944981 0.0007998998736490643 0.00043122171630615428 0.00047271486920310007
leaf_weight=485.89996874332428 7065.0810348987579 43.989036083221436 116.52337074279785 58.310480713844299 39.879134297370911 34.431795477867126 34.4805908203125 28.037382364273071 50.627425909042358 84.160942435264587 48.147733211517334 58.749638795852661 70.347414016723633 45.033701062202454 43.989036083221436 463.86663675308228 46.615114808082581 94.030917882919312 312.47231245040894 37.155464887619019 126.5685647726059 95.807512998580933 75.794752836227417
leaf_count=326 3321 27 40 22 20 12 14 19 30 59 36 40 31 16 27 284 27 33 214 16 75 52 39
internal_value=0 0.000112951 0.000680722 0.00156192 -3.67422e-06 -0.000314204 -0.000820356 -0.00232816 0.000826498 -5.2884e-05 -0.00115014 0.000344518 2.36221e-05 -0.000181218 0.000844306 0.000394755 0.00132531 0.00193447 -0.000400747 -0.00071328 0.000165073 -0.000867421 -0.00108893
internal_weight=0 2494.92 425.15 225.461 2069.77 199.688 165.257 72.0264 167.151 2029.89 132.309 93.2302 1897.58 1222.72 215.591 674.86 210.993 164.378 1007.13 694.658 170.558 657.502 561.695
internal_count=4780 1459 204 92 1255 112 100 46 70 1235 95 54 1140 765 118 375 91 64 647 433 102 417 365
is_linear=0
shrinkage=0.05


Tree=465
num_leaves=24
num_cat=0
split_feature=7 138 97 39 85 99 82 72 104 21 51 23 40 95 115 19 54 116 92 76 40 47 67
split_gain=0.0199504 0.0851976 0.0897725 0.107534 0.0774386 0.0652303 0.248221 0.172531 0.121434 0.144603 0.160617 0.162751 0.257607 0.121384 0.186103 0.102223 0.0980151 0.0951202 0.11266 0.101853 0.113521 0.110014 0.0956296
threshold=0.00062670491752214741 0.0032328735105693345 0.00038414125447161501 0.00017767510871635753 0.0005375427135732026 0.0016846025246195497 0.00047558375808876013 0.0014881226234138014 0.024810968898236755 0.00066645268816500913 0.0013560238294303419 0.013860232196748258 0.00747153488919139 0.00244467705488205 0.0011980500421486797 0.0026012937305495147 0.00017767510871635753 0.00057154725072905432 0.00017767510871635753 0.00038414125447161501 0.00099512818269431613 0.013439828064292671 0.00087947337306104611
decision_type=2 2 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 15 9 10 13 -12 -13 14 -8 -7 -9 18 -11 21 -21 -19 -22
right_child=-2 2 4 -5 -6 6 8 16 -10 17 11 12 -14 -15 -16 -17 -18 19 -20 20 22 -23 -24
leaf_value=-0.00019200908551252361 7.2266618947600491e-05 -0.0041222468757654163 0.001933747508113816 -0.00099704522581111244 -0.00076648401455030064 0.0031081965531447099 -0.0044639512940479594 -0.0018234216233205401 -0.0024639885648899983 0.0027858479570415018 0.00063733108595610908 -0.0043575353079373796 0.00079748962627151682 -0.00042164650071335394 -0.00040566335742698174 0.0008380006916200814 0.00083824117302677161 0.00016236585909070597 0.00029913511471205123 -0.0021953060925815277 0.00049289847586443398 0.0019333862077295005 -0.0020760218189799216
leaf_weight=2479.2334371805191 4777.5668609142303 36.110799908638 38.541697263717651 115.77147781848907 85.351993441581726 135.14989852905273 69.156363010406494 45.326473116874695 51.964862942695618 80.656547546386719 268.86476933956146 47.95255184173584 48.997216820716858 98.18961501121521 47.757370471954346 78.323240876197815 145.99578082561493 381.6198056936264 104.63282346725464 80.998114943504333 182.80967831611633 113.84849667549133 45.180087089538574
leaf_count=1139 2667 27 19 63 54 50 36 28 31 23 95 28 17 42 20 35 64 142 37 37 66 38 22
internal_value=0 -7.21931e-05 -0.000925309 -0.00174008 7.35225e-05 -1.99883e-05 0.000190367 0.00129803 -8.59612e-05 -7.28493e-06 -0.000633497 4.03404e-06 -0.00175225 -0.00171771 -0.00280621 0.00227526 0.000207662 0.000360262 0.0013816 0.000125018 -0.000587414 0.00056931 -1.61772e-05
internal_weight=0 4782.43 275.776 151.882 123.894 4506.66 2027.42 404.795 1622.63 1570.66 580.918 365.815 96.9498 215.103 116.914 213.473 191.322 989.746 185.289 804.456 308.988 495.468 227.99
internal_count=4780 2113 163 90 73 1950 811 177 634 603 238 140 45 98 56 85 92 365 60 305 125 180 88
is_linear=0
shrinkage=0.05


Tree=466
num_leaves=24
num_cat=0
split_feature=7 28 100 82 33 28 94 91 37 17 5 72 122 5 113 3 150 117 106 8 94 110 131
split_gain=0.0180052 0.0638162 0.0974078 0.17261 0.0799354 0.110836 0.0654946 0.0622278 0.0601792 0.0855208 0.137633 0.105639 0.101027 0.0913795 0.0772483 0.106608 0.0880105 0.0858487 0.0887035 0.070238 0.0855306 0.0781621 0.076331
threshold=0.00062670491752214741 0.001792412775103003 0.00085274505545385193 0.001792412775103003 0.001792412775103003 0.0022975050378590827 0.028884131461381916 0.0011261500185355546 0.0020932231564074759 0.040252277627587325 0.00075379351619631063 0.00082683752407319855 0.0037758676335215573 0.0026833302108570938 0.0060143163427710542 0.0018488886416889729 0.012252715881913902 0.034632634371519096 0.024810968898236755 0.0060143163427710542 0.0070226341485977182 0.00050559637020342063 0.015200819820165636
decision_type=2 2 2 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 -7 -4 -2 11 -11 -10 14 -14 17 16 -16 18 19 20 21 22 -13
right_child=8 2 4 -5 5 6 -8 -9 9 10 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-1.2877004030248711e-06 0.00018085788306214018 -0.00071234038784946099 -6.4870166962596859e-05 -0.0043147266777291329 -0.0026616825117261591 -0.000571296095470209 0.0015458382116373148 0.0022497318295742683 0.0016480781792349104 -6.3517793355790861e-05 -0.004425337482986463 -0.00046524647678192438 9.3457008217431601e-06 0.0025995778726497967 -0.0037100140620655339 0.00084242630277044659 -0.00065048420481530209 0.0010879118462517759 0.0014419653367181715 -6.8735454305847226e-05 -0.0026752761908627517 -0.0014535702402944206 0.0022225575244907373
leaf_weight=4210.7996469736099 3413.0372959375381 170.41121482849121 62.420382499694824 41.314162015914917 50.627425909042358 143.56488347053528 48.997216820716858 54.298169612884521 79.563087224960327 43.989036083221436 30.71225643157959 127.90600180625916 87.880481481552124 55.586811304092407 54.786123037338257 34.529386162757874 41.167775988578796 107.50287890434265 59.745508432388306 375.40061116218567 65.436823964118958 167.03324317932129 33.289539813995361
leaf_count=1825 1902 96 29 25 30 72 17 19 32 27 21 76 50 18 39 16 19 47 27 210 45 119 19
internal_value=0 -6.85834e-05 -0.000564301 -0.00141528 -6.36922e-05 -0.00057992 -3.25936e-05 0.0010119 6.86533e-05 -0.000211999 -0.00185681 -0.000116739 -0.000232758 0.00101294 -0.000400284 -0.00154003 -0.00239736 -0.000241452 -0.00041388 -0.000558053 -0.00102467 -0.000695595 8.98294e-05
internal_weight=0 4782.43 571.633 211.725 359.908 243.19 192.562 116.719 4777.57 1364.53 74.7013 1289.83 1210.27 143.467 1066.8 130.483 95.9539 936.315 828.812 769.066 393.666 328.229 161.196
internal_count=4780 2113 288 121 167 119 89 48 2667 765 48 717 685 68 617 74 58 543 496 469 259 214 95
is_linear=0
shrinkage=0.05


Tree=467
num_leaves=24
num_cat=0
split_feature=144 31 100 144 127 72 140 21 58 98 102 106 0 51 146 87 60 9 113 0 88 92 18
split_gain=0.0169131 0.0695999 0.149784 0.143256 0.122026 0.126184 0.102485 0.133222 0.110885 0.0891057 0.0715585 0.0821218 0.0709019 0.0706889 0.0697669 0.0838425 0.0646294 0.0551629 0.0996588 0.0542624 0.076322 0.12914 0.123458
threshold=0.00070876078098081063 0.0068083447404205808 0.00057154725072905432 0.00039601318712811922 0.0005893622583243997 0.0014881226234138014 0.0015833032084628942 0.00087947337306104611 0.0095705352723598498 0.015675474889576439 0.00096484774257987748 0.032603342086076743 0.0034400182776153092 0.0015833032084628942 0.010180860292166473 0.0020292587578296666 0.004017772153019906 0.0030382014811038975 0.00042089859198313212 0.055838862434029586 0.00093549740267917525 0.00017767510871635753 0.00047558375808876013
decision_type=2 2 2 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 6 -6 -5 13 9 16 12 14 -4 -8 15 -12 -9 19 -19 20 -1 -22 -23
right_child=-2 2 10 4 5 -7 7 8 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24
leaf_value=9.2567178365836596e-05 7.2651180062645695e-05 -0.003193238306702879 -0.00053158330263450597 0.000260736992108425 0.0015571983563595331 -0.00061168022545136621 -0.0050529323404480374 -0.0019687410709833381 0.00036897203323806526 -0.0041875805967218592 -0.0011136764590342827 0.0011686816798645004 0.0016008520977091681 -0.0021267234521087073 0.00033575012019483618 -0.0039161112697724031 0.00055979998791359775 -0.002684800359053891 -8.3554371026371498e-05 -0.0010331511175509303 -0.00057178715963911229 0.0020188111901431839 0.00013316692614948153
leaf_weight=3277.7742904424667 4358.5675764083862 52.062453627586365 82.286756634712219 93.035048246383667 100.66930770874023 200.87949454784393 34.773362874984741 85.54717481136322 90.164992809295654 32.000898122787476 79.904654622077942 37.106669545173645 74.066953063011169 50.773811936378479 41.167775988578796 40.074315667152405 35.866823196411133 48.001347184181213 158.08150947093964 94.518871307373047 132.91418254375458 213.47313940525055 146.28855288028717
leaf_count=1363 2446 35 36 46 36 107 26 62 36 20 46 14 22 36 19 28 17 30 75 53 66 85 76
internal_value=0 -6.08784e-05 -0.000688902 -7.61243e-06 -0.000655819 0.00011238 -0.00120454 -0.00161873 -0.00102258 -0.00184042 -0.000321222 -0.000951991 0.000478581 -0.00331617 -0.00144031 -0.00204972 -0.00122179 0.000107619 -0.000689443 0.000150119 0.000179782 0.000760021 0.00125206
internal_weight=0 5201.43 406.67 4794.76 723.711 301.549 422.162 329.127 243.58 153.415 354.607 198.253 156.354 85.5472 161.147 119.979 121.414 4071.05 206.083 3864.97 3770.45 492.676 359.762
internal_count=4780 2334 200 2134 386 143 243 197 135 99 165 107 58 62 93 74 79 1748 105 1643 1590 227 161
is_linear=0
shrinkage=0.05


Tree=468
num_leaves=24
num_cat=0
split_feature=34 118 58 150 78 91 108 101 128 27 101 51 145 46 63 118 78 137 17 115 73 97 129
split_gain=0.0168995 0.0447684 0.0369617 0.021382 0.0887385 0.0989127 0.0906492 0.152858 0.0967277 0.121271 0.0980399 0.0934057 0.0908371 0.109296 0.109642 0.106895 0.101899 0.0981571 0.112539 0.0927895 0.0884581 0.0985363 0.11145
threshold=0.064669914543628707 0.00017767510871635753 0.0035485138650983576 0.0019672545604407792 0.029773407615721229 0.00099512818269431613 0.0038949446752667431 0.14610802382230761 0.004017772153019906 0.0022975050378590827 0.0035485138650983576 0.0020932231564074759 0.0020932231564074759 0.0033348383149132137 0.00017767510871635753 0.00017767510871635753 0.0011980500421486797 0.00077738583786413084 0.0070226341485977182 0.0016846025246195497 0.020658296532928947 0.00057154725072905432 0.00093549740267917525
decision_type=2 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 6 -6 7 12 20 10 11 -10 -5 14 -14 -16 -17 18 19 -15 21 -8 -23
right_child=1 -3 -4 4 5 -7 8 -9 9 -11 -12 -13 13 17 15 16 -18 -19 -20 -21 -22 22 -24
leaf_value=7.2586721580866591e-05 -3.6809100777078048e-05 -0.00073308763180175002 0.001431731874367805 -1.7827748881109605e-05 0.0025673332774533192 0.00028807304563098675 0.0002549411346848786 -0.0032742769470905258 0.00055297819608667107 -7.4913657178774093e-05 -0.0046292519606337757 -0.0029842802179853235 1.6436908517191552e-05 0.00078075367059959649 -0.0031663187551900424 0.00075423967009665316 -0.0019975105696283094 0.00075781228599704556 -0.0024397347437675747 -0.0012932498472636562 0.0020897097560395347 -0.0016770569918849111 -5.5797786587796472e-05
leaf_weight=4221.2906455993652 73.217469453811646 62.664359211921692 103.29538643360138 1033.0603247880936 61.082945466041565 215.64009726047516 2049.9449819326401 45.131291747093201 37.204260230064392 197.01356947422028 29.423614740371704 37.44823694229126 100.76689839363098 115.38111507892609 103.92972588539124 50.334653854370117 101.45003318786621 166.00854098796844 74.652497172355652 101.25485181808472 57.021839022636414 147.77237594127655 375.01024842262268
leaf_count=2255 41 39 36 472 28 120 873 20 18 110 22 28 40 47 62 18 68 77 46 60 23 83 194
internal_value=0 0.000414997 0.000822582 -1.0649e-05 -7.95499e-05 0.00079119 -0.000129511 -0.000399311 4.46547e-05 -0.000804249 -0.00218486 -0.00122143 -0.000329055 -0.000724146 -0.00138044 -0.0019309 -0.00108498 -0.000212537 -0.00076555 -0.000188628 0.000141849 9.86765e-05 -0.000514071
internal_weight=0 239.177 176.513 9320.82 5099.53 276.723 4822.81 1891.97 2930.84 301.09 104.076 74.6525 1846.84 813.778 356.481 255.714 151.785 457.297 291.288 216.636 2629.75 2572.73 522.783
internal_count=4780 116 77 4664 2409 148 2261 910 1351 178 68 46 890 418 188 148 86 230 153 107 1173 1150 277
is_linear=0
shrinkage=0.05


Tree=469
num_leaves=24
num_cat=0
split_feature=143 83 105 40 143 122 59 150 145 104 45 20 50 15 4 122 60 92 142 122 17 142 1
split_gain=0.0177051 0.0457984 0.0393959 0.0481262 0.0201675 0.0727415 0.127741 0.150329 0.128942 0.118488 0.106636 0.205481 0.107592 0.102082 0.0732708 0.131356 0.0715938 0.0706624 0.127668 0.0621723 0.0609248 0.0874198 0.173015
threshold=0.055838862434029586 0.057509137317538268 0.007706565549597145 0.0027679565828293566 0.0056525857653468856 0.00017767510871635753 0.0022975050378590827 0.0017376682371832433 0.0062037324532866487 0.0092791137285530585 0.00747153488919139 0.0013146653072908523 0.00899649551138282 0.0051502294372767219 0.0021592099219560628 0.000490355829242617 0.0011261500185355546 0.002945306478068233 0.0037758676335215573 0.00075379351619631063 0.02636832278221846 0.0014427106943912806 0.0079489401541650313
decision_type=2 2 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 20 9 17 13 10 14 12 -12 -9 15 -7 -11 -8 -19 -15 -1 -22 -23
right_child=1 -3 -4 -5 -6 6 7 8 -10 16 11 -13 -14 19 -16 -17 -18 18 -20 -21 21 22 -24
leaf_value=-2.5395248427086197e-05 0.00034113390277775021 -0.00067138544686534414 -0.00044894962304785504 0.0024177016229387036 -9.3871798608902271e-05 0.0017591542074659927 0.00074147126440231867 -0.00077691206885029422 -0.0020403371500290336 0.0013933450777877821 -0.0018435012275981697 0.00026733396138757211 -0.005538884239174752 0.002738182620977179 -0.0020086792740473115 -0.0001951831780174154 -0.00051027972191766289 0.0049259994581961749 0.0014908343386364001 0.0008049078995994275 0.00055975134301780973 -0.0042369891364606128 0.00054039593199789525
leaf_weight=3658.5911846160889 54.590941667556763 63.953000903129578 38.688083291053772 57.070634365081787 4073.0990743637085 108.64513456821442 51.818476915359497 73.168674111366272 46.566319465637207 204.25746619701385 59.989485144615173 96.949768662452698 29.326024055480957 60.887764096260071 39.976724982261658 412.11691796779633 65.144051909446716 47.757370471954346 62.371587157249451 131.18638277053833 46.517524123191833 44.086626768112183 33.240744471549988
leaf_count=1795 31 38 25 25 2101 40 25 39 25 84 37 45 18 20 24 208 33 20 27 49 23 31 17
internal_value=0 0.000449348 0.000926065 0.00140248 -1.03038e-05 5.42527e-05 0.000350134 0.0010282 0.00038632 3.4079e-05 -0.000290121 -0.00132664 -0.00305685 0.000812347 5.41872e-05 0.000212545 0.000933029 0.00226407 0.00298049 0.00141776 -6.23154e-05 -0.001153 -0.00218333
internal_weight=0 214.303 150.35 111.662 9345.7 5272.6 1490.16 473.757 311.809 1016.41 747.004 186.265 89.3155 265.243 560.739 520.762 269.402 161.947 110.129 192.074 3782.44 123.845 77.3274
internal_count=4780 119 81 56 4661 2560 694 205 133 489 372 100 55 108 272 248 117 72 47 69 1866 71 48
is_linear=0
shrinkage=0.05


Tree=470
num_leaves=24
num_cat=0
split_feature=7 28 145 84 27 29 59 95 67 104 36 78 36 40 59 118 86 128 3 29 95 53 59
split_gain=0.0163283 0.0569413 0.0725196 0.104457 0.102725 0.101096 0.0991095 0.0826406 0.0719724 0.0975315 0.0758597 0.060752 0.0998334 0.077224 0.0641933 0.0638249 0.0634531 0.0786225 0.0974023 0.0729475 0.0602673 0.0599454 0.110828
threshold=0.00062670491752214741 0.001792412775103003 0.033603202551603324 0.00085274505545385193 0.0036604277556762104 0.0087224207818508166 0.0044099434744566688 0.0058306583669036635 0.00037263428384903824 0.00093549740267917525 0.00017767510871635753 0.037906534969806678 0.00068727668258361529 0.059226244688034065 0.0026833302108570938 0.0046923852059990176 0.0012745757703669371 0.0098710241727530974 0.0044099434744566688 0.0036604277556762104 0.0016846025246195497 0.040252277627587325 0.0072436286136507997
decision_type=2 2 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 7 -5 -3 9 -6 -11 13 15 16 -14 -13 17 18 21 -19 -10 22 -1
right_child=-2 2 -4 6 8 -7 -8 -9 20 10 -12 12 14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=2.2455358359607209e-06 6.5378162035044761e-05 -0.0031174557925722803 0.00090899635193163587 -0.00085402042643441744 0.0012438636153320074 -0.0048780564578801977 0.0023445174663035851 0.0003048848555628461 -0.000531817344086873 -0.0024136145652863782 0.00047838566433416234 -0.0030652770843613217 -0.00099517379073212303 0.0017524969926093451 0.0012873135232093777 -0.00016275184211845468 -0.0014870398744364131 -2.1667940427997379e-05 0.0021663095810047616 -0.0020090407467680429 -0.0027534029671954941 -0.00051897601562528881 0.00079943306786218549
leaf_weight=2706.7751747369766 4777.5668609142303 36.062004566192627 75.599571466445923 49.241193532943726 83.477807641029358 30.761051774024963 47.659779787063599 34.529386162757874 65.19284725189209 50.627425909042358 41.070185303688049 58.798434138298035 65.241642594337463 64.900075197219849 58.359276056289673 27.939791679382324 69.205158352851868 97.291336059570312 55.684401988983154 87.880481481552124 57.412201762199402 399.03531968593597 519.68855500221252
leaf_count=1101 2667 25 31 27 31 23 16 16 35 30 15 42 37 23 24 15 38 59 22 50 39 210 204
internal_value=0 -6.53116e-05 -0.000533567 -0.000753425 -0.00111093 -0.00248586 0.000719149 -0.00144344 -0.000642965 7.34865e-06 -0.00111832 -1.74403e-06 -0.000829997 4.18045e-05 8.2523e-05 -0.00213033 1.3594e-05 4.04543e-05 9.10235e-05 -0.000964853 -0.00157212 5.9149e-05 0.000130649
internal_weight=0 4782.43 571.633 496.034 399.133 101.352 96.901 70.5914 297.78 175.175 91.6976 4210.8 210.339 4000.46 123.601 86.7382 3935.56 3866.36 3681.18 185.172 122.605 3625.5 3226.46
internal_count=4780 2113 288 257 214 64 43 41 150 76 45 1825 118 1707 61 57 1684 1646 1537 109 74 1515 1305
is_linear=0
shrinkage=0.05


Tree=471
num_leaves=24
num_cat=0
split_feature=81 100 72 135 40 61 50 38 118 149 75 32 70 46 77 54 150 5 145 7 11 32 138
split_gain=0.0164028 0.0602915 0.111476 0.0578767 0.0628763 0.056834 0.0771539 0.0625812 0.081763 0.105441 0.100859 0.114901 0.145664 0.0590599 0.0556116 0.0541456 0.0677368 0.0769872 0.060693 0.0769 0.052264 0.0520022 0.0470627
threshold=0.011880517937242987 0.013032016810029747 0.015675474889576439 0.00017767510871635753 0.0056525857653468856 0.00075379351619631063 0.00244467705488205 0.012252715881913902 0.00037263428384903824 0.0084566329605877417 0.00077738583786413084 0.00068727668258361529 0.00093549740267917525 0.015200819820165636 0.0046923852059990176 0.0005893622583243997 0.0022272822679951791 0.0011261500185355546 0.0014427106943912806 0.001792412775103003 0.004017772153019906 0.0013986918493174019 0.0045489775948226461
decision_type=2 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 3 -3 21 6 -2 8 10 15 -7 12 -12 14 -8 20 17 -17 -18 -20 -10 -5 -1
right_child=1 2 -4 4 -6 7 13 -9 9 -11 11 -13 -14 -15 -16 16 18 -19 19 -21 -22 -23 -24
leaf_value=-7.5804697602017596e-05 -0.00058603922086387439 0.0017058647332428374 0.0027073323245935667 -3.9322418753099118e-05 0.0012081257076217316 -0.0014169006393255461 0.00081574153997892142 0.0015041933799314015 -0.00040305153177072828 -0.0025977604674964844 0.0039161249391042085 -0.00021094015308693024 8.2300954198269262e-05 -0.00041657746683640309 0.0026492646330333312 -0.00096742995889413739 -0.0016751896927264106 -0.0037926613077643809 0.0011620354978141155 -0.0011194934287146964 0.0018919677416314549 -0.0021305945757187235 0.00028070313828977605
leaf_weight=6972.8067493438721 105.26716291904449 58.261685371398926 59.696713089942932 98.092024326324463 64.900075197219849 61.180536150932312 113.99488270282745 49.094807505607605 57.217020392417908 63.953000903129578 53.009527921676636 111.90555274486542 46.517524123191833 53.20470929145813 64.900075197219849 133.59731733798981 48.147733211517334 29.423614740371704 103.53936314582825 57.412201762199402 43.793854713439941 42.651599049568176 1067.4322319030762
leaf_count=3360 63 20 25 38 23 32 44 21 31 38 20 66 23 28 23 94 36 22 46 39 19 26 643
internal_value=0 0.000150642 0.000756121 0.000314747 -7.93753e-05 -1.31608e-05 0.000536725 -0.000229177 -0.000334278 -0.000692242 0.000370959 0.000888297 0.00212425 0.00104595 0.00148091 -0.000434673 -0.000713352 -0.00147736 -0.000117708 0.000348203 0.000591967 -0.000673071 -2.84743e-05
internal_weight=0 1519.76 323.602 263.905 205.644 1196.16 337.367 858.792 809.697 537.084 272.613 211.433 99.5271 232.1 178.895 473.131 372.12 163.021 209.099 160.952 101.011 140.744 8040.24
internal_count=4780 777 132 107 87 645 158 487 466 325 141 109 43 95 67 287 237 116 121 85 50 64 4003
is_linear=0
shrinkage=0.05


Tree=472
num_leaves=24
num_cat=0
split_feature=49 132 70 18 10 34 9 14 56 58 45 113 133 4 80 43 34 32 38 146 73 133 42
split_gain=0.0161715 0.046368 0.0204888 0.0870151 0.0839226 0.0750111 0.0599797 0.0499494 0.0651707 0.0547418 0.0823794 0.0780072 0.13728 0.0650903 0.055674 0.0631634 0.0690165 0.0450194 0.087416 0.064223 0.0934953 0.0619659 0.0563751
threshold=0.01693275943398476 0.007706565549597145 0.0056525857653468856 0.0037758676335215573 0.007706565549597145 0.00077738583786413084 0.0010263677686452868 0.0011980500421486797 0.00066645268816500913 0.0070226341485977182 0.0035485138650983576 0.0010585968848317864 0.0015349716995842757 0.00068727668258361529 0.00075379351619631063 0.0038949446752667431 0.021960759535431865 0.002945306478068233 0.00077738583786413084 0.0041444667149335155 0.0027679565828293566 0.0079489401541650313 0.0051502294372767219
decision_type=2 2 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 -5 -4 -6 8 9 11 -11 12 -7 -12 -13 16 -16 18 19 20 -9 -19 -23
right_child=1 -3 3 4 6 7 -8 17 -10 10 13 14 -14 -15 15 -17 -18 21 -20 -21 -22 22 -24
leaf_value=-3.0686837873247994e-05 -0.0016868373186156808 0.00092580771816371497 -0.0015410854289855487 -9.3240087234904408e-05 -0.0031597932221950641 0.0010063513366740451 -0.00063671546606916389 0.0021123284394344286 -0.001665299862867335 0.00076333768832696422 -0.0024805935227130149 0.0022664505131850649 -0.0030162210605921432 -0.00030879649057754318 -0.0016289885214945969 0.0013485475272007946 0.00092193059148753869 -0.0016945029556846361 0.0018302696506899798 -5.0189575382705521e-05 -0.00055380279141416114 -0.00015797525562107981 0.0018883282171131513
leaf_weight=7616.5531206130981 46.810296177864075 26.651149988174438 51.916067600250244 284.69886958599091 44.086626768112183 48.997216820716858 50.578630566596985 104.63282346725464 49.387579560279846 97.945638298988342 54.444555640220642 64.900075197219849 37.399441599845886 94.177303910255432 50.578630566596985 131.03999674320221 55.733197331428528 41.362957358360291 174.88264679908752 228.57530951499939 47.95255184173584 107.74685561656952 48.948421478271484
leaf_count=3859 35 16 29 152 31 17 28 37 33 32 25 23 26 39 28 43 24 27 64 112 28 57 15
internal_value=0 -0.000738993 5.72258e-06 0.00015402 -0.000522069 0.000326085 -0.00181174 0.000393463 8.42591e-05 0.000220286 -0.00036246 0.000589993 -0.000734942 -0.00110439 0.000968717 0.000613873 -0.000291688 0.00067417 0.000904737 0.000480088 0.00127445 2.68592e-05 0.000481248
internal_weight=0 73.4614 9486.54 1869.99 379.364 1490.62 94.6653 1438.71 684.604 635.216 246.567 388.649 86.3967 148.622 302.252 237.352 106.312 754.102 556.043 381.161 152.585 198.058 156.695
internal_count=4780 51 4729 870 211 659 59 630 290 257 96 161 43 64 118 95 52 340 241 177 65 99 72
is_linear=0
shrinkage=0.05


Tree=473
num_leaves=24
num_cat=0
split_feature=94 103 108 52 11 83 4 145 124 91 43 54 143 54 127 21 103 75 81 137 72 4 30
split_gain=0.0162767 0.0759726 0.0896997 0.0638898 0.0791162 0.0932746 0.0794429 0.0802728 0.0850911 0.0932064 0.0704572 0.0707059 0.0840487 0.119686 0.103772 0.0865959 0.149385 0.106178 0.0930922 0.0823273 0.117325 0.1056 0.122019
threshold=0.0022272822679951791 0.00899649551138282 0.0051502294372767219 0.0017376682371832433 0.00747153488919139 0.020658296532928947 0.0011615398107096555 0.00055427959887310873 0.013860232196748258 0.0025217677466571335 0.012636432424187662 0.00087947337306104611 0.0038949446752667431 0.0023699469165876512 0.0021592099219560628 0.0012745757703669371 0.00046126570669002836 0.0048403022810816774 0.0079489401541650313 0.0005375427135732026 0.0072436286136507997 0.0021592099219560628 0.00044738779251929378
decision_type=2 2 2 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 -2 -8 9 -9 11 19 13 -13 -14 16 -16 18 -17 20 21 22 -5
right_child=1 2 -4 10 -6 -7 7 8 -10 -11 -12 12 14 -15 15 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=6.3938320486613075e-05 -0.0001370822476657315 -0.0031606048734827748 0.0001999206304522809 0.00013748306221091717 0.00069284394728217908 -0.0026015063014737175 0.00060005874575348045 -0.0033817094251618004 3.007054140708407e-05 -0.00071879667743024553 0.00068191026546287194 -0.0021292375427882093 0.00020375005521666665 -0.00027046498369462586 -0.00074316951773081277 -0.0031081130975699305 0.0023285811601802099 6.6641393778923641e-05 -0.00035047473593341342 -0.00030509220081712386 0.0016332652418253224 0.0011413006275431089 -0.0024453714057824085
leaf_weight=4876.4418339729309 651.87967717647552 42.651599049568176 37.155464887619019 206.883544921875 150.00809192657471 52.013658285140991 49.143602848052979 82.774710059165955 53.253504633903503 54.493350982666016 407.63661623001099 122.55625367164612 1266.721442937851 295.20318448543549 157.08563983440399 94.860438704490662 52.911937236785889 79.807063937187195 45.180087089538574 335.22870481014252 209.70480501651764 177.70390689373016 58.700843453407288
leaf_count=2468 348 26 16 84 67 33 23 56 30 27 132 72 631 152 88 67 16 42 22 178 92 72 38
internal_value=0 -6.65715e-05 -0.00159606 -4.00575e-05 -0.00037377 -0.000543341 -0.000423266 -0.00120167 -0.00166642 -0.00232457 6.39075e-05 -1.72904e-05 -0.000180475 -0.000815765 -2.40426e-05 -0.000695331 3.08026e-05 -0.00138893 -0.00221844 0.000331848 0.000658835 0.000197865 -0.000433393
internal_weight=0 4683.56 79.8071 4603.75 1093.57 943.559 891.545 239.665 190.522 137.268 3510.18 3102.55 2114.33 417.759 1696.57 429.845 209.998 219.848 140.041 988.222 652.993 443.288 265.584
internal_count=4780 2312 42 2270 584 517 484 136 113 83 1686 1554 1090 224 866 235 104 131 89 464 286 194 122
is_linear=0
shrinkage=0.05


Tree=474
num_leaves=24
num_cat=0
split_feature=110 108 40 112 118 58 91 8 79 88 50 50 15 114 63 123 46 70 38 15 79 120 133
split_gain=0.0166544 0.0611417 0.0985067 0.0754661 0.0566644 0.0583301 0.099783 0.0448208 0.0275529 0.0242273 0.0439755 0.0987374 0.119738 0.0806372 0.11418 0.0999647 0.102358 0.130378 0.107807 0.128886 0.125409 0.103244 0.0964854
threshold=0.024066280573606495 0.007706565549597145 0.0098710241727530974 0.0011615398107096555 0.0014427106943912806 0.0020932231564074759 0.00087947337306104611 0.00087947337306104611 0.0038949446752667431 0.0062037324532866487 0.0033348383149132137 0.0028552538715302949 0.0019071503775194289 0.000490355829242617 0.0079489401541650313 0.0011615398107096555 0.029773407615721229 0.013032016810029747 0.00017767510871635753 0.011169348377734424 0.0014881226234138014 0.0018488886416889729 0.0012745757703669371
decision_type=2 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 4 -2 5 7 -7 -3 -6 10 11 -1 -13 -12 15 16 17 21 19 20 -18 22 -15
right_child=1 2 -4 -5 8 6 -8 -9 -10 -11 13 12 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=-2.3897535394140645e-06 -7.4711562140372835e-05 0.001649125230338977 0.0023117961509910045 0.0022781553499678134 -0.0023650118092598781 -0.0024556889720476626 0.00047598712018947473 -0.00050805250194880299 -0.0004371878616208527 0.00015993791042262474 5.7711931111065152e-05 0.0030726775967199142 0.00049448671314204068 -0.0026503146671328741 0.00055736021689681389 0.00014424732143531618 0.0016433538470505505 0.00048980707805493977 0.0012987063987557599 -0.0028834092836440917 -0.0017119781391201653 0.0012833278867124835 -0.0010096351675359216
leaf_weight=2401.3382613658905 63.904205560684204 67.770130634307861 38.444106578826904 73.022288084030151 44.135422110557556 49.338784217834473 70.493800044059753 37.350646257400513 31.952102780342102 1623.3380472660065 2409.7953951358795 54.346964955329895 262.81192362308502 98.677568435668945 299.11790490150452 477.06578850746155 66.237512230873108 153.97160768508911 121.92191421985626 46.761500835418701 48.050142526626587 45.033701062202454 975.12024402618408
leaf_count=1283 36 33 15 33 33 31 37 24 18 986 930 21 116 62 151 233 24 68 46 33 32 16 519
internal_value=0 0.000288166 -7.15677e-05 0.00118006 -0.000375933 2.30216e-05 -0.000731075 0.000882655 -0.00155544 -1.51136e-05 -5.32045e-05 0.000107121 0.000936274 -0.000145121 -0.000354724 -0.000488931 -0.00068309 -0.000874317 0.000177047 -0.000672103 0.000232666 -0.00106204 -0.00116041
internal_weight=0 476.411 339.485 136.926 301.041 224.953 119.833 105.121 76.0875 9083.59 7460.25 2718.5 317.159 4741.75 2331.96 2032.84 1555.77 1272.8 282.971 161.049 114.288 1118.83 1073.8
internal_count=4780 260 191 69 176 125 68 57 51 4520 3534 1420 137 2114 1184 1033 800 665 135 89 56 597 581
is_linear=0
shrinkage=0.05


Tree=475
num_leaves=24
num_cat=0
split_feature=125 32 122 138 114 100 67 37 74 14 12 83 117 45 145 106 44 95 104 79 91 50 33
split_gain=0.0155893 0.0420747 0.0448509 0.0531359 0.0676978 0.0653544 0.0563578 0.0337063 0.0314187 0.029952 0.0658934 0.073138 0.0295967 0.125802 0.137356 0.113911 0.16415 0.129388 0.115746 0.184279 0.0949891 0.094515 0.107111
threshold=0.027182282879948619 0.0070226341485977182 0.0005893622583243997 0.00017767510871635753 0.0014881226234138014 0.0013986918493174019 0.00096484774257987748 0.00017767510871635753 0.00064626874518580746 0.037906534969806678 0.0033348383149132137 0.0014427106943912806 0.0023699469165876512 0.0035485138650983576 0.0014427106943912806 0.0011980500421486797 0.00057154725072905432 0.00047558375808876013 0.0018488886416889729 0.00043393640953581786 0.00075379351619631063 0.018276390619575981 0.0081988852471113222
decision_type=2 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 5 7 -2 -6 -5 -3 12 -11 -12 13 14 15 17 -17 18 19 -1 -19 22 -15
right_child=1 8 -4 4 6 -7 -8 -9 -10 10 11 -13 -14 21 -16 16 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0019450802987379555 0.00085639071221918321 -0.00081809053231892261 -0.00075659549704124919 0.0032192368700042317 0.0013792292654528078 -0.0012322384878327769 -0.00057349061205880572 0.0013998843102003198 0.00087969196838525929 -0.0022100003853095305 0.0015242508102655222 -0.0015355117668912257 -5.8008076611133633e-05 -0.00071195580239860764 -0.00021628128845560546 0.0032692964874673791 0.0007272662680892464 -0.0013795119890378071 0.0033148534313737913 -0.00054370002257229184 0.00093341383134826607 0.0013042926587945129 0.0009869597016279011
leaf_weight=144.4143670797348 83.575398325920105 127.90600180625916 64.001796245574951 38.395311236381531 73.022288084030151 67.867721319198608 74.798883199691772 75.550776124000549 34.626976847648621 49.289988875389099 42.602803707122803 36.062004566192627 6656.5949350595474 675.25044620037079 461.14296734333038 103.39297711849213 164.62230861186981 128.14997851848602 47.757370471954346 153.36610078811646 67.916516661643982 82.140370607376099 107.55167424678802
leaf_count=53 35 76 40 13 33 37 52 29 20 29 24 25 3208 391 280 40 74 86 20 97 39 30 49
internal_value=0 0.000238418 0.00047506 0.00066583 0.0010971 -7.96076e-05 0.000391135 0.00201293 -0.000456385 -1.70989e-05 -0.00077658 0.000121576 -6.04616e-06 0.000155909 0.000472504 0.000864823 0.00170791 0.000447616 0.00102976 0.000663282 -0.000578325 -0.000309228 -0.000478536
internal_weight=0 639.745 477.212 413.21 261.767 151.443 147.821 113.946 162.533 8920.25 127.955 78.6648 8792.3 2135.71 1270.76 809.62 268.015 541.604 345.538 297.78 196.066 864.942 782.802
internal_count=4780 335 239 199 127 72 85 42 96 4445 78 49 4367 1159 689 409 114 295 170 150 125 470 440
is_linear=0
shrinkage=0.05


Tree=476
num_leaves=24
num_cat=0
split_feature=134 56 28 29 100 109 93 78 56 23 56 22 41 23 18 145 95 47 9 103 68 47 149
split_gain=0.0162786 0.0679262 0.0732349 0.0676006 0.0997427 0.0717617 0.0708942 0.0651852 0.0649829 0.130348 0.107053 0.125488 0.108443 0.0706288 0.0592703 0.0876848 0.061891 0.0618009 0.0588889 0.0818239 0.116737 0.0848589 0.0831456
threshold=0.00017767510871635753 0.00017767510871635753 0.004017772153019906 0.034632634371519096 0.0013986918493174019 0.010500331409275534 0.00082683752407319855 0.0031340263085439806 0.00087947337306104611 0.0049928687512874612 0.0012745757703669371 0.00060774214216507982 0.00046126570669002836 0.013860232196748258 0.0005893622583243997 0.0026833302108570938 0.00899649551138282 0.0027679565828293566 0.0020932231564074759 0.00050559637020342063 0.0031340263085439806 0.0005375427135732026 0.016164712607860569
decision_type=2 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 14 4 5 -3 -6 -5 18 -10 11 13 -12 -11 16 -16 17 -2 -1 21 -21 -20 -23
right_child=1 3 -4 7 6 -7 -8 -9 9 10 12 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 -24
leaf_value=-3.0700259685293432e-05 0.0025482403920769506 0.00024005964411686516 0.00228759648795071 -0.00013628936768603765 -0.0011579143320123949 0.0019747735192706282 -1.4361332987014524e-05 -0.0030182183794166379 -0.00026822926393355652 0.0041982213467772573 -0.0012540061894658297 0.00037161545524903573 0.0013858354748450862 0.0015418072101143719 -0.002133194755561986 0.00044525061796341168 -0.00084879521487082562 0.00066200689782799482 0.0011136966754094852 -0.00060217949445527826 -0.0039194088168711021 -0.00082472873305059868 0.0015199527361036687
leaf_weight=6556.95032954216 50.285858511924744 166.44769906997681 55.635606646537781 41.21657133102417 174.66750264167786 92.888662219047546 604.87419962882996 37.44823694229126 323.07421803474426 60.936559438705444 70.737776756286621 70.493800044059753 86.445453763008118 42.456417679786682 51.964862942695618 90.213788151741028 57.168225049972534 318.30114424228668 91.45363450050354 78.420831561088562 40.074315667152405 355.53423702716827 42.310031652450562
leaf_count=3214 16 95 20 21 109 40 305 28 218 22 47 37 45 18 31 38 29 130 35 39 28 203 12
internal_value=0 0.000138264 0.000556349 -9.50207e-05 1.19885e-05 0.000861397 -0.000270591 -0.00150823 -3.07886e-05 0.000446258 0.00114349 0.00199832 0.000197817 0.00310741 0.000386754 -0.000497145 0.000681927 0.000919343 -7.43431e-05 -0.000545168 -0.00172405 -0.000259675 -0.000575376
internal_weight=0 1741.11 623.569 1117.54 1038.88 259.336 779.542 78.6648 7818.89 654.144 331.07 173.887 157.183 103.393 567.934 142.179 425.755 368.587 7164.74 607.793 118.495 489.298 397.844
internal_count=4780 862 264 598 549 135 414 49 3918 387 169 77 92 40 244 69 175 146 3531 317 67 250 215
is_linear=0
shrinkage=0.05


Tree=477
num_leaves=24
num_cat=0
split_feature=146 144 12 72 34 65 5 60 76 68 122 81 44 98 115 110 58 53 143 60 61 62 19
split_gain=0.0155568 0.0420965 0.0569013 0.0519723 0.0505342 0.0460635 0.0420018 0.0413909 0.068495 0.0988044 0.0881124 0.0523295 0.0519481 0.0474176 0.0799839 0.0703264 0.0650196 0.0606835 0.0676129 0.06414 0.0631707 0.0487829 0.0434726
threshold=0.013439828064292671 0.0072436286136507997 0.024810968898236755 0.011169348377734424 0.0035485138650983576 0.00060774214216507982 0.00075379351619631063 0.0070226341485977182 0.0005893622583243997 0.011169348377734424 0.00090704852482303988 0.016668972559273246 0.0060143163427710542 0.0019672545604407792 0.0014427106943912806 0.0012745757703669371 0.0011615398107096555 0.011169348377734424 0.0070226341485977182 0.00017767510871635753 0.0014881226234138014 0.0031340263085439806 0.0019672545604407792
decision_type=2 2 2 2 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 -3 6 -5 8 9 10 13 -12 -9 14 15 22 -16 18 19 21 -20 -15 -2
right_child=1 4 -4 5 -6 -7 -8 12 -10 -11 11 -13 -14 17 16 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=-2.9387729903795945e-05 0.00074533758249375635 0.00078447095073709929 0.0019330948103815891 -0.00058646904629335419 -0.0014234801776481882 0.00017034637413827539 -0.0025748835157304497 0.00046078304881005516 0.0011235664290194026 -0.002244216042545774 -0.0022788195431654723 2.2521776192063907e-05 0.0025937445178847666 -0.002004888596456486 0.0010071755199281749 -0.00060438311021120161 -0.0013806030488113415 0.0011472885783341705 -0.0030162875532302397 0.00080076901808858326 -9.7496289537350126e-05 0.00020915916661766372 0.0023832119875797373
leaf_weight=7885.9058433771133 63.70902419090271 37.204260230064392 46.419933438301086 130.58087587356567 85.4007887840271 178.28945100307465 33.338335156440735 87.538914084434509 170.96792638301849 45.326473116874695 54.639737010002136 45.082496404647827 42.358826994895935 49.241193532943726 53.20470929145813 37.301850914955139 61.42451286315918 86.103886365890503 40.025520324707031 129.84894573688507 34.529386162757874 50.285858511924744 111.27121329307556
leaf_count=3974 28 18 19 78 56 96 21 36 65 28 33 18 14 27 28 22 42 31 26 48 16 16 40
internal_value=0 0.000138432 0.000208915 0.000155737 -0.000753482 -0.000385884 -0.000990878 0.000315127 0.000209343 2.80166e-05 0.000154129 -0.00123843 0.00115633 0.000347824 0.000791978 0.00136669 -0.000272325 -2.44473e-05 -0.000356401 6.87677e-05 -0.00166448 -0.000886245 0.00178687
internal_weight=0 1674.09 1551.49 1505.07 122.605 342.209 163.919 1162.86 1032.96 861.995 816.668 99.7222 129.898 716.946 326.911 212.282 114.629 390.035 303.931 229.376 74.5549 99.5271 174.98
internal_count=4780 806 732 713 74 195 99 518 468 403 375 51 50 324 160 90 70 164 133 91 42 43 68
is_linear=0
shrinkage=0.05


Tree=478
num_leaves=24
num_cat=0
split_feature=131 68 32 124 34 107 14 106 138 92 51 100 123 133 19 81 70 78 94 141 86 39 110
split_gain=0.0169677 0.0658224 0.0679331 0.075991 0.0661401 0.0559282 0.0962891 0.0790508 0.0853946 0.033506 0.0326522 0.0288387 0.0283871 0.0271362 0.0667092 0.0970295 0.106388 0.0701412 0.0846711 0.0997027 0.128653 0.113471 0.110754
threshold=0.020658296532928947 0.015675474889576439 0.002945306478068233 0.000490355829242617 0.0041444667149335155 0.0014427106943912806 0.0034400182776153092 0.0046923852059990176 0.00039601318712811922 0.0034400182776153092 0.0038949446752667431 0.0058306583669036635 0.00066645268816500913 0.010829726699739696 0.0054799309000372895 0.0035485138650983576 0.0010918468469753864 0.0092791137285530585 0.0033348383149132137 0.00899649551138282 0.00037263428384903824 0.00077738583786413084 0.002945306478068233
decision_type=2 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 -3 6 12 9 -9 -7 -4 -6 -5 -1 17 16 -16 18 19 21 -21 -15 -23
right_child=1 4 10 5 11 7 -8 8 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20 20 -22 22 -24
leaf_value=-6.7092629094241138e-05 -0.0013206040970107722 0.0026258863841296031 -0.00032649827567190706 -0.00040658546408736711 -0.00050563157925883034 -0.00023006642770380468 0.0025933958632447856 0.0022294315507426455 -0.00010753041962328078 -0.0018783769213652265 -0.0021092663297233548 0.0011314499981650973 0.0011272935700912003 0.0002491870894418561 -0.0031676297356134295 6.1908984557904718e-05 -0.0003674345804404349 -0.00022522546461968735 -4.7918078828747809e-06 0.0012414821828086395 -0.0024035193117748089 0.0013801729733929633 0.0036914239457670121
leaf_weight=6824.7504711151123 70.542595386505127 50.383449196815491 53.399890661239624 69.400339722633362 46.615114808082581 70.5913907289505 69.107567667961121 59.696713089942932 113.24298977851868 54.737327694892883 49.485170245170593 63.611433506011963 53.35109531879425 129.94653642177582 52.160044312477112 678.04287374019623 96.998564004898071 314.3176656961441 294.56884503364563 55.733197331428528 42.797985076904297 172.4029541015625 74.115748405456543
leaf_count=3373 39 20 36 46 27 41 34 25 67 37 37 24 34 52 39 344 47 182 126 24 32 70 24
internal_value=0 0.000216869 -2.96604e-06 0.000213752 0.00112511 0.000434587 0.00110054 6.21798e-06 0.000699161 -0.000949966 -0.00118397 0.000439124 0.00026008 -2.04601e-05 0.000146071 -0.000192078 -0.00134665 0.000404141 0.000661197 0.00107421 -0.00034176 0.00144481 0.00207505
internal_weight=0 824.165 663.555 560.67 160.61 490.127 191.859 298.268 172.94 125.329 102.885 110.227 122.751 8735.83 1911.08 827.201 149.159 1083.88 769.565 474.996 98.5312 376.465 246.519
internal_count=4780 467 396 323 71 284 114 170 92 78 73 51 80 4313 940 430 86 510 328 202 56 146 94
is_linear=0
shrinkage=0.05


Tree=479
num_leaves=24
num_cat=0
split_feature=143 101 93 27 133 11 40 73 109 88 82 11 71 37 3 1 60 112 142 101 141 148 21
split_gain=0.0159875 0.0872677 0.0762583 0.0578441 0.0451435 0.0754035 0.0625578 0.0703353 0.0410628 0.0364225 0.0331316 0.0816449 0.113215 0.100603 0.104534 0.0812458 0.0837759 0.0758007 0.0676887 0.082453 0.0661401 0.102012 0.0991249
threshold=0.00017767510871635753 0.000490355829242617 0.030689206905663017 0.0005375427135732026 0.0062037324532866487 0.00044738779251929378 0.0014427106943912806 0.00050559637020342063 0.00099512818269431613 0.00747153488919139 0.00017767510871635753 0.0030382014811038975 0.15819545835256579 0.00087947337306104611 0.00050559637020342063 0.0018488886416889729 0.0033348383149132137 0.0016846025246195497 0.0028552538715302949 0.00096484774257987748 0.00017767510871635753 0.0020292587578296666 0.00087947337306104611
decision_type=2 2 2 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 -3 -5 11 12 20 17 15 16 -15 18 -13 -20 21 -2 -23
right_child=10 3 -4 9 -6 -7 -8 -9 -10 -11 -12 13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24
leaf_value=-0.0021640966579442047 0.0024678442898716942 0.00020542834447354483 -0.0025651770993803322 -0.0012963739483539821 -0.0019586826812230513 0.0015862839258649322 0.0012132177582381875 -5.5666084156890256e-05 0.0019213483566925607 0.00059738978709143211 -3.1691987373693859e-05 -0.0010635333787121113 0.0023846965958341107 -0.0017618253790133442 0.00016065168644549828 -0.00042246081813403626 -0.0052761877144567332 -0.0021316773492335264 -1.9932383298947471e-05 0.0015508359559933764 0.00014285481730155191 -0.0011756198848837784 0.001669769763391614
leaf_weight=75.794752836227417 84.815244674682617 64.851279854774475 50.578630566596985 55.830788016319275 42.70039439201355 47.708575129508972 37.253055572509766 82.725914716720581 75.404390096664429 46.566319465637207 7178.6456292867661 70.5913907289505 71.489669680595398 40.025520324707031 80.051040649414062 40.025520324707031 29.423614740371704 33.338335156440735 199.93242025375366 143.5160881280899 886.22393012046814 62.761949896812439 59.745508432388306
leaf_count=39 32 21 28 28 28 18 20 54 23 25 3455 41 24 26 52 26 22 21 122 70 535 43 27
internal_value=0 -0.00025456 -0.000775435 0.000468328 -0.000459124 -0.000196141 -0.000630504 -0.00106379 0.00112794 -0.000435162 1.64238e-05 0.00020811 0.000456956 -0.000247085 -0.00121256 -0.00221669 -0.00325076 0.000161925 0.000346605 0.000636441 0.000330932 0.00113489 0.000212045
internal_weight=0 579.414 336.761 242.653 286.183 243.482 195.774 158.521 140.256 102.397 8980.59 1801.94 1165.04 636.904 189.526 109.475 69.4491 447.378 414.04 343.449 1093.55 207.323 122.507
internal_count=4780 284 187 97 159 131 113 93 44 53 4496 1041 661 380 126 74 48 254 233 192 637 102 70
is_linear=0
shrinkage=0.05


Tree=480
num_leaves=24
num_cat=0
split_feature=82 44 61 113 19 79 84 85 61 73 14 0 148 11 62 37 32 107 70 37 113 71 6
split_gain=0.0155685 0.0712962 0.0960237 0.0748138 0.123517 0.0943003 0.0917356 0.092207 0.0894657 0.0836163 0.0838048 0.127765 0.18959 0.122517 0.116351 0.0829183 0.0670384 0.0533342 0.0567033 0.0500288 0.0490182 0.0488074 0.0746428
threshold=0.0070226341485977182 0.00057154725072905432 0.00043393640953581786 0.0026833302108570938 0.010180860292166473 0.0016846025246195497 0.00093549740267917525 0.00080172589514404546 0.0027679565828293566 0.0044099434744566688 0.00055427959887310873 0.00017767510871635753 0.020035739988088611 0.004017772153019906 0.0026833302108570938 0.0016331639490090313 0.0023699469165876512 0.0035485138650983576 0.0016331639490090313 0.00050559637020342063 0.0020932231564074759 0.010829726699739696 0.00075379351619631063
decision_type=2 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 -3 4 6 -6 -4 -8 -7 10 11 -5 13 14 -13 -11 17 -12 -19 -18 -2 -1 -23
right_child=1 2 3 9 5 8 7 -9 -10 15 16 12 -14 -15 -16 -17 19 18 -20 -21 -22 22 -24
leaf_value=8.5361209486137148e-05 -0.0016792792735636167 0.0015490424279288092 0.0020889714533135657 0.0013032031548584622 0.0012465488404434623 -0.0029790167067436897 -0.0009040348033420647 0.0015550420563910309 5.6654928028186724e-05 -0.0031346432806397214 -0.00058405431051122229 -0.0044640434125594926 0.0011004047118846969 -0.00055657424659044837 -0.0010556232648362466 -1.3445765210586179e-05 0.00033809331061448149 0.0023574611518251227 0.00070107422335113586 -0.001703758609088613 -5.9803468982712308e-05 -0.00019134652329005425 0.0017217979861399975
leaf_weight=4266.2932908535004 83.575398325920105 130.89361071586609 153.38606357574463 71.392078995704651 48.997216820716858 48.001347184181213 74.310929775238037 78.274445533752441 49.094807505607605 43.989036083221436 57.119429707527161 61.131740808486938 72.778311371803284 91.45363450050354 42.407622337341309 41.21657133102417 68.863590955734253 67.428563237190247 221.05860352516174 53.155913949012756 105.9702605009079 3577.4866092205048 51.72088623046875
leaf_count=2485 35 37 44 20 17 30 32 33 21 27 27 30 23 35 16 21 24 19 73 26 38 1646 21
internal_value=0 0.000138967 0.000256276 0.000130377 0.000654379 -0.000541694 0.00122547 0.000357442 -0.00144409 -0.000135188 2.21338e-05 -0.000576235 -0.00107732 -0.00189013 -0.00306802 -0.00162482 0.000456124 0.000811842 0.00108822 -0.000551408 -0.000773871 -2.92965e-05 -0.000164082
internal_weight=0 1664.5 1474.95 1344.06 452.065 146.093 305.971 152.585 97.0962 891.995 806.789 339.163 267.771 194.993 103.539 85.2056 467.626 345.607 288.487 122.02 189.546 7895.5 3629.21
internal_count=4780 628 555 518 177 68 109 65 51 341 293 124 104 81 46 48 169 119 92 50 73 4152 1667
is_linear=0
shrinkage=0.05


Tree=481
num_leaves=24
num_cat=0
split_feature=143 87 45 61 83 148 71 42 78 83 107 75 42 14 21 45 39 33 149 110 126 96 110
split_gain=0.0150085 0.100343 0.0661886 0.121737 0.116179 0.073951 0.0672499 0.0529736 0.05055 0.0471369 0.146785 0.121905 0.0445633 0.0365177 0.0695925 0.0333184 0.0324713 0.126581 0.117268 0.106956 0.136993 0.135891 0.147018
threshold=0.00017767510871635753 0.0022975050378590827 0.00017767510871635753 0.00043393640953581786 0.00040826165059115743 0.0005893622583243997 0.001792412775103003 0.00060774214216507982 0.0031340263085439806 0.00040826165059115743 0.0005893622583243997 0.0036604277556762104 0.0058306583669036635 0.037906534969806678 0.000490355829242617 0.014293605927377941 0.00017767510871635753 0.00093549740267917525 0.0010263677686452868 0.0021592099219560628 0.0026012937305495147 0.0054799309000372895 0.0016846025246195497
decision_type=2 2 2 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 6 -5 8 -4 -1 10 11 -2 -7 16 -15 -14 17 19 -19 21 -21 22 -11
right_child=9 -3 3 5 -6 12 -8 -9 -10 13 -12 -13 15 14 -16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=0.0019870891497265493 0.0041651442977952303 -0.0025039758638082869 0.00035698373628113172 -0.002000046968111761 -0.0033749688425638771 -0.00056277698163104671 -0.0018837068257051505 0.0024121432127746836 -0.00073008774661686667 0.0004130787629959951 -0.0019550381952286948 0.00038842786145142257 0.0019365187765594547 -0.0020046318738805445 0.00047160615175899855 3.6002359175653295e-05 -3.5743555182658309e-05 -0.0014120908694417221 4.6670145377955671e-05 -0.0015320686911792216 0.0015853609659127101 0.0027199498445823647 0.0032781590422366982
leaf_weight=38.590492606163025 38.444106578826904 45.375268459320068 54.346964955329895 53.20470929145813 37.301850914955139 116.86493813991547 35.915618538856506 74.115748405456543 30.761051774024963 751.71946406364441 30.761051774024963 48.09893786907196 42.456417679786682 62.713154554367065 51.818476915359497 50.481039881706238 6886.5742164850235 175.76096296310425 637.35418140888214 117.25530087947845 50.383449196815491 82.091575264930725 47.610984444618225
leaf_count=21 15 30 21 28 22 54 19 24 23 350 23 34 18 41 25 24 3539 100 237 70 20 28 14
internal_value=0 -0.000246642 -5.48453e-05 0.000281077 -0.000977229 -0.000335146 -0.00012758 0.00154269 0.000781879 1.5913e-05 0.00101164 0.00206612 8.70638e-05 2.73476e-06 -0.000884287 0.000904211 1.43469e-05 0.000199588 -0.000268652 0.000562516 -0.000595132 0.000782691 0.000583733
internal_weight=0 579.414 534.039 391.47 142.569 263.007 105.267 128.463 69.3515 8980.59 117.304 86.543 209.802 8863.28 114.532 92.9375 8748.75 1862.18 813.115 1049.06 167.639 881.422 799.33
internal_count=4780 284 254 169 85 124 63 45 44 4496 72 49 96 4424 66 42 4358 819 337 482 90 392 364
is_linear=0
shrinkage=0.05


Tree=482
num_leaves=24
num_cat=0
split_feature=14 92 72 79 118 110 80 72 29 53 53 28 37 106 108 9 5 83 78 87 1 4 74
split_gain=0.0150015 0.0821911 0.0638271 0.0976435 0.102011 0.0731706 0.0680584 0.059385 0.161391 0.1002 0.160568 0.101596 0.0878338 0.0875471 0.0858228 0.0836937 0.082452 0.0905809 0.0969256 0.0824003 0.109663 0.106808 0.0818305
threshold=0.0011980500421486797 0.4073652476072312 0.000490355829242617 0.00043393640953581786 0.0054799309000372895 0.00050559637020342063 0.0010585968848317864 0.0042751494329422721 0.018276390619575981 0.0028552538715302949 0.0033348383149132137 0.0022975050378590827 0.0012745757703669371 0.0019071503775194289 0.015200819820165636 0.0012357163941487672 0.014740333426743748 0.0081988852471113222 0.0068083447404205808 0.0014881226234138014 0.00093549740267917525 0.001792412775103003 0.0005375427135732026
decision_type=2 2 2 2 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 -2 9 13 11 -11 16 -10 14 -9 -13 17 18 -4 -15 21 -21 -20
right_child=1 -3 7 4 -6 -7 -8 8 12 10 -12 15 -14 19 -16 -17 -18 -19 22 20 -22 -23 -24
leaf_value=-5.6387202373431063e-05 -0.00059561998362180762 -0.0017087666441684753 0.0016075178244982257 -0.0034627814452173945 0.00041448017142683004 -0.00048982646675706785 0.0015473934277354104 0.00035207762625150769 -0.0028258999654686462 0.0027778089260514028 0.00049158031651478783 -0.0014911600868143171 -0.00044873465654786371 -0.00051435752599559572 0.0025583398912553943 0.00072976691801012058 0.0018362505837067251 -0.0011981281948744591 -0.0019700337474419074 0.00016842851193216797 0.00080176804367849172 -0.003018681193467895 0.0010206525285360668
leaf_weight=5280.3500413894653 94.274894595146179 64.001796245574951 111.51519000530243 64.099386930465698 43.842650055885315 30.565870404243469 61.034150123596191 873.94302010536194 73.510241508483887 83.429012298583984 966.53004050254822 176.10253036022186 82.43314266204834 731.52039229869843 46.419933438301086 55.879583358764648 76.644236445426941 103.88093054294586 49.387579560279846 71.831237077713013 334.74075138568878 41.460548043251038 42.602803707122803
leaf_count=2501 43 40 50 44 21 15 26 516 53 29 436 114 42 437 19 30 20 60 33 38 158 31 24
internal_value=0 6.95721e-05 9.65707e-05 -0.000614227 -0.00157942 -0.00250286 0.000246552 0.000149823 -1.73795e-05 0.000376228 0.000673242 -0.000130018 -0.00156931 9.78694e-05 0.000463354 -0.000956186 0.000369047 3.21239e-06 0.000616446 -0.000187305 0.000346686 -0.000997934 -0.00058498
internal_weight=0 4279.65 4215.65 293.817 138.508 94.6653 155.309 3921.83 2255.86 1665.97 1049.96 616.013 155.943 2099.92 920.363 231.982 384.031 307.387 203.506 1179.55 448.033 113.292 91.9904
internal_count=4780 2279 2239 149 80 59 69 2090 1294 796 465 331 95 1199 535 144 187 167 107 664 227 69 57
is_linear=0
shrinkage=0.05


Tree=483
num_leaves=24
num_cat=0
split_feature=110 4 117 10 94 113 106 135 95 44 61 81 106 35 66 115 140 38 149 68 98 133 18
split_gain=0.0156367 0.079239 0.0757106 0.0706388 0.0786943 0.0777824 0.0559269 0.0593634 0.0280809 0.0227836 0.05197 0.0775176 0.0949911 0.0874217 0.0804178 0.0994087 0.0719545 0.0690052 0.0952277 0.0549046 0.0543867 0.0536622 0.0866652
threshold=0.024066280573606495 0.0012745757703669371 0.022641776129603389 0.00899649551138282 0.00066645268816500913 0.0034400182776153092 0.0013986918493174019 0.0053125319536775359 0.0027679565828293566 0.011519505176693203 0.0048403022810816774 0.0031340263085439806 0.0016331639490090313 0.0012357163941487672 0.00039601318712811922 0.0011980500421486797 0.0068083447404205808 0.00017767510871635753 0.0013986918493174019 0.011169348377734424 0.0037758676335215573 0.0079489401541650313 0.00096484774257987748
decision_type=2 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 -5 -3 8 -8 -1 11 12 -11 14 15 -14 -15 18 -12 -19 -20 22 -13
right_child=1 6 -4 5 -6 -7 7 -9 -10 10 17 21 13 16 -16 -17 -18 19 20 -21 -22 -23 -24
leaf_value=-5.6803846382670809e-05 0.002781565818027896 0.00083743341699448631 0.0023424351418431686 -0.0025428006981532336 5.3469834976032915e-05 0.00069358609914376866 -0.0024112462671955735 0.00067149006617172517 -0.00083929254027727317 0.00058750543073057815 -0.00066437153840124901 -3.7773968606318435e-05 -0.0040796122029483888 -0.0014271757339065698 -0.00024180238368573276 -0.00095904840567414282 0.0013965862464524626 -0.00072558983594036717 0.0026385402002285768 0.0009107625632254375 0.00091254756958129694 -0.00024063125593332146 0.0010402443365007672
leaf_weight=7077.4573123455048 45.082496404647827 65.241642594337463 66.237512230873108 34.773362874984741 63.904205560684204 39.830338954925537 48.147733211517334 43.891445398330688 69.302749037742615 106.06785118579865 53.253504633903503 415.44609427452087 58.652048110961914 43.891445398330688 47.708575129508972 45.180087089538574 46.419933438301086 123.69850933551788 87.490118741989136 87.538914084434509 95.417150259017944 457.15061902999878 338.21631371974945
leaf_count=3613 18 37 24 26 36 18 36 23 42 42 30 183 36 23 18 22 19 65 34 36 36 224 139
internal_value=0 0.000279223 0.000893327 0.000370504 0.00118195 -0.000814919 -0.00039788 -0.000897403 -0.0014837 -1.46445e-05 0.00013409 -2.2516e-06 -0.000660035 -0.00120716 -0.00194102 -0.00272177 2.42343e-05 0.000609103 0.00119638 -4.74689e-05 0.00173814 0.000186759 0.000446001
internal_weight=0 476.411 249.828 183.59 108.987 74.6037 226.584 161.342 117.45 9083.59 2006.13 1558.73 347.92 241.852 151.541 103.832 90.3114 447.398 236.161 211.237 182.907 1210.81 753.662
internal_count=4780 260 122 98 54 44 138 101 78 4520 907 706 160 118 76 58 42 201 100 101 70 546 322
is_linear=0
shrinkage=0.05


Tree=484
num_leaves=24
num_cat=0
split_feature=125 32 92 20 32 96 114 27 75 74 143 125 37 9 95 99 93 93 145 143 100 108 70
split_gain=0.015351 0.0371649 0.040108 0.069581 0.0964817 0.0480431 0.0479029 0.038853 0.0307065 0.0265245 0.0270976 0.0247743 0.0970738 0.122786 0.0972142 0.0901751 0.0940529 0.0828026 0.0780947 0.0866089 0.0684407 0.0683709 0.0620507
threshold=0.027182282879948619 0.0070226341485977182 0.00017767510871635753 0.00055427959887310873 0.0023699469165876512 0.0020932231564074759 0.0021592099219560628 0.0028552538715302949 0.0010918468469753864 0.00064626874518580746 0.0070226341485977182 0.0079489401541650313 0.00044738779251929378 0.0013560238294303419 0.00244467705488205 0.00085274505545385193 0.00082683752407319855 0.0058306583669036635 0.0030382014811038975 0.0049928687512874612 0.0044099434744566688 0.0098710241727530974 0.0019071503775194289
decision_type=2 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 6 -5 -6 8 -2 -4 10 -3 -1 13 17 15 -14 -17 18 19 21 -18 -13 -16
right_child=1 9 3 4 5 -7 -8 -9 -10 -11 -12 12 14 -15 22 16 20 -19 -20 -21 -22 -23 -24
leaf_value=1.4897722489635991e-05 -0.0015260606840870523 -0.00025717598826518041 0.00069303377450278744 -0.0020979578286296585 0.0017163863095775928 -0.00042256527110607164 -0.00010894829292427499 0.00063263383562274002 0.0020365357299831806 0.00081119291272417366 -0.0018261729894978392 -0.00031311456260113937 0.0020993555453473725 0.00064493470143971339 7.7974260932936671e-05 -0.00070486577629632805 6.2949736277719833e-05 -0.0029494398888462864 -0.0020008262636814068 -0.0016964880870604889 0.0020858916789716644 0.0022758156093391113 -0.0014043497010226595
leaf_weight=7782.1624290943146 45.326473116874695 87.83168613910675 64.948870539665222 45.472859144210815 53.107118606567383 51.916067600250244 54.639737010002136 38.590492606163025 123.21055591106415 34.626976847648621 40.074315667152405 75.941138863563538 84.961630702018738 111.61278069019318 166.35010838508606 138.6542934179306 85.156812071800232 60.08707582950592 104.07611191272736 68.062902688980103 82.140370607376099 38.395311236381531 122.65384435653687
leaf_count=3812 28 48 25 34 24 29 33 21 45 20 28 45 38 54 91 86 46 41 68 45 30 13 76
internal_value=0 0.000236589 0.000458996 0.000670732 -0.000173996 0.000659039 0.00119433 -0.000533352 0.00157279 -0.000416418 -0.000748759 -1.69678e-05 -0.000234861 -0.000797389 0.00014421 0.000658275 0.000258093 -0.0012619 -0.000907944 -0.000284352 0.00105618 0.000556274 -0.000551127
internal_weight=0 639.745 477.212 393.295 150.496 105.023 242.799 83.917 188.159 162.533 127.906 8920.25 1138.09 458.175 679.917 390.913 305.951 346.563 286.475 182.399 167.297 114.336 289.004
internal_count=4780 335 239 190 87 53 103 49 70 96 76 4445 633 266 367 200 162 212 171 103 76 58 167
is_linear=0
shrinkage=0.05


Tree=485
num_leaves=24
num_cat=0
split_feature=131 68 28 34 107 143 15 58 4 112 38 102 93 4 122 100 29 29 127 101 99 72 49
split_gain=0.0153311 0.0567731 0.0767876 0.057749 0.0558765 0.0691859 0.0613206 0.0509545 0.0449833 0.044721 0.0409289 0.0381442 0.0363473 0.0423502 0.0355258 0.0327217 0.0257653 0.101576 0.0834124 0.105594 0.0922856 0.099667 0.0898215
threshold=0.020658296532928947 0.015675474889576439 0.0053125319536775359 0.0041444667149335155 0.0027679565828293566 0.0063990866765379914 0.0068083447404205808 0.0035485138650983576 0.0012745757703669371 0.00046126570669002836 0.00044738779251929378 0.00096484774257987748 0.00068727668258361529 0.00096484774257987748 0.0005893622583243997 0.0018488886416889729 0.0017376682371832433 0.0013986918493174019 0.0005893622583243997 0.028020657598972324 0.0022272822679951791 0.0014881226234138014 0.00017767510871635753
decision_type=2 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 -3 6 8 12 -4 14 -5 -7 -8 15 -14 -6 -2 17 18 19 -1 22 -22 -20
right_child=1 3 7 9 5 10 11 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 20 -21 21 -23 -24
leaf_value=6.679016338904775e-05 -0.00027749103580069064 0.0024519924304946868 0.0022793639336054655 -0.00047034718758124679 0.00014882882732169709 -0.0029491336237792102 0.0018522673391108782 2.2341069752955377e-05 0.0011892173220778984 0.0015625765301154233 -0.00082445490816056917 3.7901665170220352e-05 -0.00026087128287309726 -0.0024726584631837301 -0.0022771185281906478 0.0013640998398918493 2.4557040022769389e-05 -0.0011024097403071025 -0.00177274827328608 0.0022057544765304677 0.0025829332785946946 -0.00043032159380349509 0.000427688210525401
leaf_weight=1101.9815808534622 114.8244035243988 50.383449196815491 55.928378701210022 62.566768527030945 34.626976847648621 46.761500835418701 67.623744606971741 45.228882431983948 43.793854713439941 47.659779787063599 43.989036083221436 50.676221251487732 57.314611077308655 34.773362874984741 26.748740673065186 41.265366673469543 6918.7725192308426 259.72672402858734 190.71674704551697 60.887764096260071 37.106669545173645 105.36475360393524 61.278126835823059
leaf_count=606 78 20 32 35 20 33 27 24 19 16 27 32 35 26 20 23 3298 151 121 20 14 67 36
internal_value=0 0.000206145 1.97944e-06 0.00104965 -0.000226136 -0.000907763 0.000138265 0.00127022 -3.49545e-05 0.000408649 -0.00191925 0.00107505 -0.000308275 -0.00109606 -0.000908447 0.000156495 -1.94483e-05 -0.000187006 -3.43385e-05 0.000178786 -0.000662621 0.00035448 -0.00123766
internal_weight=0 824.165 663.555 160.61 562.398 195.92 366.478 101.157 105.17 110.227 90.7505 118.3 248.178 92.088 61.3757 156.09 8735.83 1817.06 1557.34 1162.87 394.466 142.471 251.995
internal_count=4780 467 396 71 340 119 221 56 59 51 60 59 162 61 40 101 4313 1015 864 626 238 81 157
is_linear=0
shrinkage=0.05


Tree=486
num_leaves=24
num_cat=0
split_feature=93 106 66 1 101 27 31 148 146 77 27 122 32 59 124 148 50 107 149 96 74 148 91
split_gain=0.0152944 0.0620802 0.0572945 0.0879465 0.0811695 0.107265 0.092922 0.086438 0.141579 0.0795828 0.103578 0.078852 0.11998 0.0848773 0.113196 0.106099 0.0697203 0.0696975 0.0869087 0.0634931 0.0619964 0.0606631 0.0572315
threshold=0.000490355829242617 0.0030382014811038975 0.00017767510871635753 0.0005375427135732026 0.0013146653072908523 0.0005375427135732026 0.0081988852471113222 0.0060143163427710542 0.00017767510871635753 0.00017767510871635753 0.00090704852482303988 0.00040826165059115743 0.00043393640953581786 0.0049928687512874612 0.00073092587990686308 0.0060143163427710542 0.00087947337306104611 0.013032016810029747 0.0058306583669036635 0.0012357163941487672 0.00082683752407319855 0.0079489401541650313 0.0031340263085439806
decision_type=2 2 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 19 5 7 9 8 -3 -6 -11 13 -13 14 15 -7 -10 18 -5 -4 21 -12 -1
right_child=-2 2 3 17 6 11 -8 -9 16 10 20 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00022344876264507736 -4.7482541544715054e-05 -0.0016609494948939955 -0.00076930202636635216 -0.00061519801276941992 -0.00010929659045355158 -0.0047283229127789775 -0.0010837531969469054 0.002406282570253234 -9.036188272774707e-05 0.0029499199331517261 0.0012030727737290449 0.0026613468941977182 -0.00083445268515762092 0.00049470245675312281 -0.00042879298235570345 -0.0010150364105672742 0.0023549823599944217 0.0010894233326707969 -0.0031346300029545492 0.0012448434055361026 0.0027914380924030989 -0.00085358074282631158 0.00061647841120641847
leaf_weight=1588.731033205986 6113.6819970607758 57.217020392417908 54.639737010002136 197.35513687133789 82.140370607376099 36.110799908638 46.566319465637207 75.550776124000549 49.192398190498352 101.86035871505737 123.16176056861877 50.334653854370117 47.903756499290466 111.66157603263855 163.87041568756104 41.167775988578796 71.538465023040771 45.180087089538574 41.411752700805664 137.82477259635925 39.830338954925537 50.578630566596985 232.49002993106842
leaf_count=913 2967 31 33 124 30 27 25 29 25 31 43 18 26 56 97 19 26 22 29 52 18 28 111
internal_value=0 8.42328e-05 0.000308885 -0.00015211 0.00050008 0.00016637 0.00102945 0.00098931 0.00038771 0.00127697 0.00163796 -0.000296139 0.000956699 -0.000644985 -0.00117271 -0.00275018 0.00135861 -0.00071141 -0.00105217 0.000673037 0.00101223 0.000604348 -0.000116227
internal_weight=0 3446.32 1625.1 476.411 1148.69 704.548 444.138 253.499 177.948 397.571 315.431 451.049 98.2384 352.811 241.149 77.2786 120.731 283.947 238.767 192.465 213.571 173.74 1821.22
internal_count=4780 1813 789 260 529 354 175 111 82 150 120 243 44 199 143 46 51 175 153 85 89 71 1024
is_linear=0
shrinkage=0.05


Tree=487
num_leaves=24
num_cat=0
split_feature=14 92 142 128 12 15 85 21 17 20 50 43 87 140 127 97 58 93 1 134 69 142 148
split_gain=0.0154719 0.0730932 0.0644728 0.0511589 0.0738849 0.13824 0.0654448 0.0608119 0.0491465 0.127591 0.127449 0.0850607 0.0651074 0.0842087 0.105843 0.0763699 0.0906415 0.0729518 0.0690295 0.0966778 0.133704 0.0668997 0.0671003
threshold=0.0011980500421486797 0.4073652476072312 0.00244467705488205 0.0098710241727530974 0.012636432424187662 0.0037758676335215573 0.002945306478068233 0.0011261500185355546 0.074787221848964705 0.0010263677686452868 0.0063990866765379914 0.0017376682371832433 0.0020292587578296666 0.076978169381618514 0.0021592099219560628 0.00017767510871635753 0.00244467705488205 0.0020292587578296666 0.012252715881913902 0.00046126570669002836 0.00046126570669002836 0.011519505176693203 0.0012357163941487672
decision_type=2 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 8 -6 -7 -5 12 10 -10 -11 18 14 -14 16 -16 -18 21 20 -20 22 -1
right_child=1 2 -4 7 5 6 -8 -9 9 11 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.00040698553492051186 9.6115055325822845e-05 -0.00014472663971803505 -0.0033293600231249182 -0.00032178334140519916 -0.0012312535093092476 0.0034962690005690606 0.00084248761886996509 -0.0025246051927506528 -0.00058425769640836568 0.00197034428595719 -0.0044543158207683729 -0.0010554652707760999 -0.00024360521081788117 0.00091927788521733349 -0.0030389058704745641 -0.0033728571575100739 0.00066725277232988084 -0.001759710673335608 -0.0026723462324989306 0.0009745744039252682 7.1127139000779039e-06 0.00053671267040597895 -0.00015669157110734073
leaf_weight=751.8858128786087 4215.64812541008 34.626976847648621 29.374819397926331 107.99083232879639 42.797985076904297 47.659779787063599 45.326473116874695 44.135422110557556 49.338784217834473 45.131291747093201 37.399441599845886 47.854961156845093 911.57756865024567 119.39342617988586 41.411752700805664 42.749189734458923 74.164543747901917 53.155913949012756 90.701741576194763 62.566768527030945 95.661126971244812 796.65557444095612 1772.791650891304
leaf_count=303 2239 20 20 67 32 16 28 33 31 20 26 24 444 50 29 30 26 26 58 35 46 362 815
internal_value=0 7.06545e-05 -0.00160637 -5.72645e-05 -3.04593e-05 0.00112033 0.00220267 -0.000960874 -6.17585e-05 -0.000873562 -0.00225293 0.000413125 -3.14427e-05 -0.000343188 -0.000477402 -0.00148517 -0.00100691 -0.000345997 7.70448e-05 -0.000726029 -0.00129696 0.000137234 1.11797e-05
internal_weight=0 4279.65 64.0018 5280.35 5128.22 135.784 92.9863 152.126 4992.44 179.724 86.7382 92.9863 4812.72 1242.45 1123.06 211.481 168.732 127.32 3570.26 248.93 186.363 3321.33 2524.68
internal_count=4780 2279 40 2501 2401 76 44 100 2325 101 57 44 2224 605 555 111 81 52 1619 139 104 1480 1118
is_linear=0
shrinkage=0.05


Tree=488
num_leaves=24
num_cat=0
split_feature=74 89 105 127 112 54 109 87 150 63 65 102 113 149 110 1 99 44 133 138 10 63 126
split_gain=0.0148605 0.0308527 0.0185534 0.0909348 0.136352 0.10199 0.0912266 0.16569 0.12455 0.180402 0.114807 0.113602 0.119526 0.109226 0.123971 0.10744 0.109832 0.104026 0.101758 0.0848058 0.0820234 0.134686 0.0794659
threshold=0.013860232196748258 0.0023699469165876512 0.00017767510871635753 0.0036604277556762104 0.0062037324532866487 0.0098710241727530974 0.011519505176693203 0.00043393640953581786 0.0011615398107096555 0.00017767510871635753 0.00038414125447161501 0.0014427106943912806 0.0034400182776153092 0.00060774214216507982 0.00044738779251929378 0.0037758676335215573 0.0016846025246195497 0.00044738779251929378 0.0012745757703669371 0.0020292587578296666 0.0035485138650983576 0.00042089859198313212 0.00017767510871635753
decision_type=2 2 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 6 5 20 8 13 9 15 22 -10 18 -8 -15 16 -1 -18 -13 -11 21 -5 -9
right_child=1 -3 -4 4 -6 -7 7 10 11 19 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=3.18516796852561e-05 0.0018508156610415726 9.6663031672574847e-06 2.8635081940624665e-05 -0.0040915380319649424 0.0012895480837686101 -0.0034559832403516324 -0.00048703637117631287 0.0021720147677864207 8.5605850417417385e-05 -0.0023126294064774833 -0.0021705973256070988 0.0032923178830855243 0.00014099559296246032 -0.0054497567900606159 -0.0012116968885728307 -0.0021465854046716819 0.0032656441338039972 0.00020103942346378462 0.00077714856864148944 -0.00016337167030218704 0.00021989806688868258 -0.00055399232921379425 -0.00016348746981454065
leaf_weight=339.28981125354767 33.240744471549988 72.124009132385254 7546.8600088357925 41.362957358360291 56.924248337745667 49.43637490272522 53.253504633903503 62.273996472358704 316.62213981151581 126.51976943016052 41.314162015914917 102.00674474239349 103.39297711849213 37.44823694229126 32.000898122787476 42.651599049568176 59.599122405052185 51.72088623046875 66.383898258209229 72.026418447494507 88.827555775642395 76.985803842544556 87.734095454216003
leaf_count=183 17 50 3801 27 19 35 30 23 115 73 25 37 40 28 20 26 21 21 30 46 35 34 44
internal_value=0 0.000590517 -6.58086e-06 -0.00014589 -0.000924291 -0.00141539 7.19766e-06 -0.000756486 0.000194522 -0.000260305 0.000163286 0.000729278 0.00147914 -0.00219063 -0.00349694 0.000251954 0.000478983 0.00184178 0.00230077 -0.00153295 -0.000928459 -0.00179037 0.000806067
internal_weight=0 105.365 9454.64 1907.78 313.537 256.613 1594.24 314.025 1280.21 691.808 191.322 588.406 271.784 122.703 69.4491 493.261 450.61 111.32 168.391 198.546 207.176 118.349 150.008
internal_count=4780 67 4713 912 150 131 762 170 592 370 92 222 107 78 48 251 225 42 67 119 96 61 67
is_linear=0
shrinkage=0.05


Tree=489
num_leaves=24
num_cat=0
split_feature=2 24 98 47 21 2 136 44 83 136 5 0 94 125 91 31 37 37 71 69 50 22 51
split_gain=0.0152761 0.0963024 0.119356 0.0806907 0.0726727 0.0278179 0.0670923 0.0471286 0.0338274 0.0271855 0.0520088 0.0570184 0.0700306 0.0840581 0.0695162 0.134376 0.059943 0.0901331 0.0861541 0.139208 0.0744904 0.0579633 0.0534781
threshold=0.010180860292166473 0.00073092587990686308 0.0037758676335215573 0.040252277627587325 0.0056525857653468856 0.0041444667149335155 0.0023699469165876512 0.0084566329605877417 0.023343417793512348 0.00082683752407319855 0.064669914543628707 0.00050559637020342063 0.00017767510871635753 0.00052132029668428015 0.0014427106943912806 0.00017767510871635753 0.0011261500185355546 0.0020932231564074759 0.025578102096915249 0.0014881226234138014 0.010500331409275534 0.00040826165059115743 0.0034400182776153092
decision_type=2 2 2 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 9 7 8 -7 -1 11 -11 -13 21 15 -15 18 -18 -16 -20 -19 22 -14
right_child=1 3 -4 -5 -6 6 -8 -9 -10 10 -12 12 13 14 16 -17 17 20 19 -21 -22 -23 -24
leaf_value=3.8487025737319102e-05 -0.00078293792672291947 -0.0016861011104212138 0.0023968968204111951 -0.002948807850368754 0.00066542853370762977 0.00020755863500240867 0.0022624321938167296 0.0011930848777030065 -0.0017067481567527806 -0.0017617900591605084 0.00086205957218520989 -0.0019362825142112121 0.0017736223622642957 -0.003487908952433861 -0.0001883369867956382 0.00016055829814601752 0.0011724949649851643 -0.00098817932836131909 -0.0036207880909896761 -0.00033080419627479137 0.00043712838909591316 -0.0004860995551523151 1.6195185946432324e-05
leaf_weight=7463.4309965372086 61.278126835823059 63.904205560684204 56.924248337745667 44.086626768112183 67.623744606971741 54.590941667556763 46.322342753410339 59.647917747497559 39.976724982261658 61.082945466041565 109.73859488964081 55.928378701210022 120.43809115886688 48.050142526626587 351.61951661109924 53.155913949012756 157.7887374162674 178.58222305774689 54.590941667556763 78.225650191307068 188.35460782051086 77.083394527435303 67.574949264526367
leaf_count=3772 36 36 19 31 27 31 15 23 24 28 31 32 39 32 204 26 63 108 31 31 78 38 25
internal_value=0 -0.000354944 0.000748416 -0.00109759 -0.000477086 1.12548e-05 0.000593737 9.25046e-05 -0.000601679 -1.63013e-06 -0.000188504 -0.00026575 -0.000201908 -0.000131386 -0.000322373 -0.00157164 -0.000197087 0.000173177 -0.000598144 -0.00168307 -0.000256546 0.000668571 0.00114197
internal_weight=0 293.817 118.202 175.615 131.528 9266.18 200.538 154.216 94.5677 9065.65 1602.21 1492.48 1431.39 1375.46 1110.37 101.206 1009.16 524.726 484.436 132.817 366.937 265.096 188.013
internal_count=4780 149 55 94 63 4631 93 78 55 4538 766 735 707 675 573 58 515 249 266 62 186 102 64
is_linear=0
shrinkage=0.05


Tree=490
num_leaves=24
num_cat=0
split_feature=115 83 142 78 92 88 96 33 3 14 99 68 47 47 94 110 88 147 86 92 106 117 149
split_gain=0.0148411 0.0582829 0.0741926 0.10601 0.0997807 0.0678613 0.064215 0.0864631 0.13054 0.0868861 0.0633649 0.110691 0.0624474 0.0544604 0.0490716 0.057276 0.0521235 0.0586388 0.0466403 0.0465699 0.0500285 0.0454114 0.0450795
threshold=0.0063990866765379914 0.0063990866765379914 0.018276390619575981 0.048151826485991485 0.0020932231564074759 0.0020292587578296666 0.0062037324532866487 0.0046923852059990176 0.0027679565828293566 0.0011980500421486797 0.00085274505545385193 0.0035485138650983576 0.00747153488919139 0.016164712607860569 0.0028552538715302949 0.00050559637020342063 0.00017767510871635753 0.023343417793512348 0.00080172589514404546 0.00244467705488205 0.0022272822679951791 0.0095705352723598498 0.00060774214216507982
decision_type=2 2 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 6 -5 -4 7 10 9 -9 14 19 -7 18 15 -3 -17 -18 -13 -12 -21 -8 -2
right_child=1 2 5 4 -6 12 21 8 -10 -11 11 13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24
leaf_value=-3.7016492337040913e-05 0.00012529243046330787 -0.00096980693693315002 -0.0017934933508684154 0.0038337915659143566 0.00067743886470631072 -0.00069018187343703168 -0.0017501854852075558 0.0010920095422191612 -0.00062392193286001769 0.0034707587428127727 0.00034988676240531639 -0.001187457593779333 0.0015409163861866304 0.0009544481936553629 -0.0019925402000681952 0.002390569172342356 -0.0013840392036820407 0.0013943107701963513 0.00048520054466462035 0.0012273829233873722 0.0034176592764640738 0.00013561276935858808 -0.00049921188189079092
leaf_weight=7065.4913604259491 650.25833785533905 100.11259615421295 70.786572098731995 43.745059370994568 58.554457426071167 86.835816502571106 57.460997104644775 88.876351118087769 59.989485144615173 67.574949264526367 46.517524123191833 107.99083232879639 49.094807505607605 92.93745756149292 41.460548043251038 31.805716753005981 38.688083291053772 37.301850914955139 67.867721319198608 55.781992673873901 48.948421478271484 71.831237077713013 520.08778750896454
leaf_count=3284 443 67 49 17 32 61 41 37 37 25 23 67 21 42 31 12 25 22 37 26 15 38 328
internal_value=0 0.000104846 0.00033206 0.000493034 0.00202715 -0.000538111 0.000338436 0.000490361 0.00135908 0.00211945 0.000209477 0.000584295 0.000115636 -2.4558e-05 -0.000421879 -0.000108661 0.000691107 -2.0206e-05 -0.000541942 0.00166634 0.00225106 -0.000702487 -0.00015223
internal_weight=0 2494.51 1324.16 1117.45 102.3 206.717 1015.15 885.854 216.441 156.451 669.413 420.044 135.931 268.796 249.369 207.908 107.796 75.9899 175.859 151.248 104.73 129.292 1170.35
internal_count=4780 1496 725 594 49 131 545 466 99 62 367 210 82 146 157 126 59 47 104 64 41 79 771
is_linear=0
shrinkage=0.05


Tree=491
num_leaves=24
num_cat=0
split_feature=34 88 94 81 149 150 20 104 100 131 43 99 83 143 82 73 63 91 1 40 59 114 108
split_gain=0.0147954 0.0413588 0.0328874 0.0239139 0.0194207 0.0689969 0.131256 0.127461 0.107524 0.148496 0.0856664 0.0773696 0.127734 0.0813578 0.0876646 0.077365 0.0768039 0.0767055 0.105942 0.10493 0.139273 0.159604 0.13324
threshold=0.064669914543628707 0.00039601318712811922 0.0025217677466571335 0.016668972559273246 0.0026012937305495147 0.00068727668258361529 0.00038414125447161501 0.0042751494329422721 0.00057154725072905432 0.0045489775948226461 0.0014881226234138014 0.017188700847327713 0.11759182065725328 0.0011261500185355546 0.0015833032084628942 0.00017767510871635753 0.0038949446752667431 0.0014427106943912806 0.022641776129603389 0.0031340263085439806 0.015200819820165636 0.00082683752407319855 0.0044099434744566688
decision_type=2 2 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 6 7 -6 9 10 -7 12 13 14 -10 -12 -13 18 19 -15 21 22 -21
right_child=1 3 -4 -5 5 8 -8 -9 11 -11 15 16 -14 17 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=5.9061866865850717e-05 0.00038878721535978169 -0.00095721842335934728 0.0020253599854681099 0.00058709687317403867 -0.0010611272863915349 -0.0039327035324856338 0.0018897961676487647 0.0018231241087542833 -0.0013192322799971074 0.0013545666839224677 6.0211945085709822e-05 0.00094718947969047471 0.001579217260933755 -0.00051239212598130977 0.0005464621495664964 -0.002529848278041368 -0.00042057920030880055 -0.0001440686710815774 0.0011278222996868998 -0.0060644154324274594 0.00094979855672031694 -0.0010078307949099002 -0.0021668275609532323
leaf_weight=4868.0534583330154 86.250272393226624 64.099386930465698 47.659779787063599 41.167775988578796 130.04412710666656 41.411752700805664 124.49919760227203 54.298169612884521 71.733646392822266 42.358826994895935 55.635606646537781 325.69142699241638 102.00674474239349 614.54899370670319 514.94431376457214 59.843099117279053 149.86170589923859 1854.6880447864532 72.924697399139404 38.736878633499146 39.830338954925537 109.18188333511353 50.529835224151611
leaf_count=2770 37 44 16 19 56 29 44 19 34 14 20 110 37 271 171 31 61 835 29 27 18 62 26
internal_value=0 0.000388304 0.000971258 -0.000353269 -9.9641e-06 -8.54277e-05 0.000635527 -0.000211569 -0.00013916 -0.00127241 -0.00198166 -8.19181e-05 -0.000163904 -0.000216712 0.000318342 -0.001282 0.000516163 -0.000329609 -0.000701328 -0.000857737 -0.00174842 -0.00228998 -0.00385817
internal_weight=0 239.177 133.91 105.267 9320.82 4452.77 308.841 184.342 4143.93 199.249 156.89 3944.68 3469.13 3367.12 586.678 115.479 475.553 2780.44 925.753 852.828 238.279 198.449 89.2667
internal_count=4780 116 53 63 4664 1894 119 75 1775 94 80 1681 1510 1473 205 51 171 1268 433 404 133 115 53
is_linear=0
shrinkage=0.05


Tree=492
num_leaves=24
num_cat=0
split_feature=115 78 40 11 123 118 124 63 103 133 69 123 50 106 50 33 11 107 46 59 87 93 31
split_gain=0.0146245 0.0817546 0.0985902 0.13489 0.110201 0.0767574 0.196812 0.0806405 0.0720408 0.132078 0.094288 0.17075 0.0691088 0.126928 0.105544 0.108403 0.0990018 0.110032 0.0879146 0.0798675 0.0766217 0.0925757 0.141852
threshold=0.00017767510871635753 0.0042751494329422721 0.0098710241727530974 0.0014427106943912806 0.0017376682371832433 0.00017767510871635753 0.00017767510871635753 0.00244467705488205 0.00899649551138282 0.0018488886416889729 0.0054799309000372895 0.00038414125447161501 0.00017767510871635753 0.020035739988088611 0.0013986918493174019 0.00066645268816500913 0.0012357163941487672 0.010829726699739696 0.0028552538715302949 0.00064626874518580746 0.0048403022810816774 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 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 -3 10 -10 11 12 19 14 15 -14 18 -18 -15 -1 21 22 -16
right_child=-2 5 3 -5 -6 -7 -8 -9 9 -11 -12 -13 13 16 20 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.00042393645813775188 3.4717815895185709e-05 -0.0052110121513814977 0.002936934776364036 6.6916259165297696e-05 0.0019773363734965758 -0.00017816895288509706 -0.00011151839159574445 -0.0017509300346003718 0.00049728305646660218 -0.003020976852656869 0.0010632240855421148 -0.0030261207646412012 0.0032178585933281298 -0.0033423853638784497 -0.0017559109865430359 0.0002332218741169838 -0.0021170402906808667 0.00080766283132939823 -0.00030640914984340521 -0.0030220548272257546 -0.001619448940857728 0.00050442156213180466 0.0015850371323063079
leaf_weight=112.95021772384644 7269.0324127674103 37.350646257400513 66.139921545982361 107.45408356189728 62.176405787467957 225.75404942035675 92.93745756149292 30.663461089134216 48.997216820716858 58.554457426071167 161.60586714744568 51.916067600250244 58.310480713844299 62.664359211921692 116.76734745502472 63.611433506011963 47.854961156845093 98.043228983879089 38.492901921272278 40.074315667152405 61.082945466041565 603.91825556755066 43.647468686103821
leaf_count=55 3823 24 20 45 19 104 42 19 17 32 58 29 22 39 50 24 24 36 17 28 28 212 13
internal_value=0 -0.000110156 2.4443e-05 0.0011604 -8.9499e-05 -0.000772967 -0.00160724 -0.00365107 -0.00016652 -0.00141817 -8.0279e-05 -0.00021234 -0.000103924 2.42474e-05 0.000287468 0.00166066 -0.000985074 -0.000151647 -0.00218712 -0.00110434 8.46343e-05 0.000220819 -0.000846868
internal_weight=0 2290.97 1904.26 173.594 1730.67 386.706 160.952 68.0141 1668.49 107.552 1560.94 1399.33 1347.42 1194.39 947.338 121.922 247.055 145.898 101.157 153.025 825.416 764.333 160.415
internal_count=4780 957 768 65 703 189 85 43 684 49 635 577 548 465 349 46 116 60 56 83 303 275 63
is_linear=0
shrinkage=0.05


Tree=493
num_leaves=24
num_cat=0
split_feature=80 94 40 25 98 72 127 33 150 19 106 44 68 100 97 68 50 1 40 106 59 84 70
split_gain=0.0141116 0.0595477 0.0648641 0.0785608 0.126722 0.133784 0.105223 0.103858 0.101112 0.088441 0.0861796 0.100174 0.0959575 0.084802 0.0852807 0.0915844 0.0979347 0.0718806 0.0710388 0.0825477 0.110873 0.139199 0.0919628
threshold=0.0032328735105693345 0.0037758676335215573 0.00099512818269431613 0.0038949446752667431 0.010180860292166473 0.0012357163941487672 0.0036604277556762104 0.0015349716995842757 0.0046923852059990176 0.0022272822679951791 0.0030382014811038975 0.0033348383149132137 0.0023699469165876512 0.0033348383149132137 0.0014427106943912806 0.013032016810029747 0.00899649551138282 0.0020932231564074759 0.00017767510871635753 0.0016331639490090313 0.00099512818269431613 0.0005375427135732026 0.00039601318712811922
decision_type=2 2 2 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 8 -7 -6 9 -4 12 -12 -9 -5 15 16 -15 -13 -1 22 21 -21 -20
right_child=-2 -3 3 13 7 6 -8 10 -10 -11 11 17 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24
leaf_value=8.8423404986211671e-05 7.7288940996237808e-05 -0.000261386970128256 0.0032424232992485599 -0.0004911336594195058 -0.0019351940797300759 0.00016572705455034914 0.0018239456990879095 7.8019673135394836e-05 0.00025977440307136767 0.0010540401509697166 0.0020178137588633305 0.00047179217095799392 -0.0030360122088098382 -0.0013726824794721435 0.0018953332325843679 0.0020991924158158264 0.0016485842201135682 -0.0019136927339548941 -0.00064142731017896213 -0.0040555499630492179 -0.0002993653444283275 -0.00098870463497137732 0.0015186754316883968
leaf_weight=925.41105985641479 3650.6153577566147 2101.6547751426697 112.55985498428345 572.29662716388702 75.648366808891296 629.77758705615997 112.80383169651031 64.900075197219849 83.624193668365479 78.274445533752441 83.331421613693237 135.05230784416199 39.976724982261658 106.79978132247925 85.010426044464111 39.781543612480164 35.818027853965759 41.21657133102417 129.29223418235779 55.977174043655396 211.43260478973389 109.13308799266815 79.611882567405701
leaf_count=419 1791 1055 39 369 33 357 49 23 37 33 25 46 24 72 40 16 15 21 79 34 109 60 34
internal_value=0 -4.77465e-05 7.01712e-05 0.000237543 0.000459523 0.000766257 0.000417623 -0.000249276 0.00170953 0.00234481 0.000100642 0.000589322 -0.00110898 -0.000147665 0.00058741 -2.21713e-05 -0.000613901 -8.60006e-05 -0.000184275 -0.000615327 -0.00105755 -0.00202845 0.000181773
internal_weight=0 5909.38 3807.73 2296.87 1457.17 1017.04 742.581 440.125 274.458 190.834 364.477 259.6 104.877 839.706 267.41 182.399 142.618 176.269 1510.86 585.447 376.543 165.11 208.904
internal_count=4780 2989 1934 1199 687 515 406 172 109 72 139 92 47 512 143 103 87 67 735 316 203 94 113
is_linear=0
shrinkage=0.05


Tree=494
num_leaves=24
num_cat=0
split_feature=125 145 39 43 47 108 79 58 27 9 89 1 111 130 139 30 81 113 32 7 69 140 67
split_gain=0.015194 0.0364597 0.0456054 0.07479 0.0678797 0.0625304 0.0444644 0.0408588 0.0418799 0.0353034 0.0321028 0.0297595 0.0216545 0.0290762 0.0629123 0.0787845 0.0698177 0.0587844 0.0582318 0.0447212 0.0476098 0.0524404 0.0621914
threshold=0.027182282879948619 0.00017767510871635753 0.0016846025246195497 0.00099512818269431613 0.0056525857653468856 0.00073092587990686308 0.0026012937305495147 0.0027679565828293566 0.0011980500421486797 0.00057154725072905432 0.0011980500421486797 0.00046126570669002836 0.0035485138650983576 0.00038414125447161501 0.00077738583786413084 0.00085274505545385193 0.0058306583669036635 0.0084566329605877417 0.0019071503775194289 0.00073092587990686308 0.0045489775948226461 0.0060143163427710542 0.0020292587578296666
decision_type=2 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 11 3 4 7 -4 -7 8 -3 -8 -11 -2 13 14 -1 16 -16 19 -19 -15 21 -21 -23
right_child=1 2 5 -5 -6 6 9 -9 -10 10 -12 -13 -14 17 15 -17 -18 18 -20 20 -22 22 -24
leaf_value=-2.0073991671914276e-05 -0.0017464833588653928 0.0013473471189108586 0.0019393944774113107 0.0023141709797063247 -0.0014292939856916139 0.00055879184922589338 -3.4843698400342297e-05 0.0018103458983520474 -0.00077035548553993293 -0.0022246147929077288 -0.00018416948661356669 0.00010474449182542283 -0.00076829530571803021 0.0014087993771132764 -0.0033875793477435982 -8.4252695592196668e-05 -0.00023083742436733206 -0.0022969605109598779 -4.1746758523973155e-05 0.00025044523305452611 -0.00023766303718562718 0.0022457154899364943 6.0021482589095665e-05
leaf_weight=7607.0557683706284 38.736878633499146 42.358826994895935 34.578181505203247 66.139921545982361 41.362957358360291 90.213788151741028 74.652497172355652 64.851279854774475 52.013658285140991 56.074764728546143 29.374819397926331 49.387579560279846 94.860438704490662 95.368354916572571 46.810296177864075 105.31595826148987 27.988587021827698 41.362957358360291 92.93745756149292 373.26248586177826 298.41480731964111 83.575398325920105 53.302299976348877
leaf_count=3685 27 14 18 20 27 38 46 21 33 38 20 33 67 34 35 65 17 27 42 230 176 35 32
internal_value=0 0.000235376 0.000386246 0.000856103 0.000375331 -5.36494e-05 -0.000328965 0.000844135 0.000180169 -0.000829195 -0.00152318 -0.000709 -1.68808e-05 -8.80415e-06 -4.19423e-05 -0.000965537 -0.00220638 0.000239747 -0.000736326 0.000384768 0.000263984 0.00055743 0.00139457
internal_weight=0 639.745 551.621 266.727 200.587 284.894 250.316 159.224 94.3725 160.102 85.4496 88.1245 8920.25 8825.39 7787.17 180.115 74.7989 1038.22 134.3 903.923 808.555 510.14 136.878
internal_count=4780 335 275 115 95 160 142 68 47 104 58 60 4445 4378 3802 117 52 576 69 507 473 297 67
is_linear=0
shrinkage=0.05


Tree=495
num_leaves=24
num_cat=0
split_feature=38 39 125 98 47 135 145 138 116 0 124 149 146 23 134 50 59 43 21 138 35 56 10
split_gain=0.0144968 0.0405794 0.018326 0.0332088 0.0444548 0.062298 0.0604712 0.0486038 0.0405961 0.0412102 0.0397134 0.0472683 0.0337758 0.0291486 0.0226713 0.064348 0.0782203 0.0904977 0.0658633 0.0650935 0.066747 0.062411 0.0882011
threshold=0.021635212935507301 0.00052132029668428015 0.027182282879948619 0.012636432424187662 0.0027679565828293566 0.00064626874518580746 0.0030382014811038975 0.00017767510871635753 0.0019672545604407792 0.0087224207818508166 0.0022272822679951791 0.00042089859198313212 0.013439828064292671 0.0019672545604407792 0.00017767510871635753 0.018276390619575981 0.0044099434744566688 0.00085274505545385193 0.0068083447404205808 0.00039601318712811922 0.0016846025246195497 0.00073092587990686308 0.0031340263085439806
decision_type=2 2 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 14 4 5 6 10 12 -9 -10 11 -4 -6 -12 21 16 -16 -18 19 20 -19 -1 -23
right_child=1 -3 3 -5 7 -7 -8 8 9 -11 13 -13 -14 -15 15 -17 17 18 -20 -21 -22 22 -24
leaf_value=-0.000101035443666938 -0.0019716797012143765 0.00021630952339169999 0.00019465797049379475 0.0013167362691642662 -0.002245624841738163 -0.00087368888391075011 0.0022206154401491307 0.0012810468972180074 0.00027384123958615098 -0.0018362572646741548 0.00032558748994388452 0.0023568924411382381 -0.00016046735737612925 -0.0016627763934386206 0.00037838300777042144 0.00068226667449243559 0.00040481061807667499 -0.0013528214101381471 1.7182052859265328e-05 -0.00071180407452520102 -0.0040336491410242169 -0.00012335533246774115 0.00096909213957645604
leaf_weight=6438.8455450534821 34.675772190093994 54.493350982666016 62.566768527030945 67.47735857963562 46.712705492973328 62.664359211921692 63.562638163566589 51.818476915359497 69.156363010406494 34.773362874984741 49.338784217834473 42.407622337341309 33.240744471549988 29.423614740371704 607.25630164146423 428.03973913192749 221.13623142242432 65.19284725189209 144.90232050418854 173.23247492313385 36.062004566192627 398.67378950119019 344.34678733348846
leaf_count=3163 22 27 35 21 31 39 22 25 36 26 31 16 17 22 295 161 130 35 73 104 25 249 175
internal_value=0 -0.000634548 5.97435e-06 0.00027033 0.000140931 0.000534474 0.000891295 -0.000376605 0.000137831 -0.000432167 0.000431424 0.00106816 -0.00137872 -0.000417214 -1.23248e-05 0.000153272 -2.81939e-05 -0.000413653 -0.000845213 -0.00130047 -0.0023076 -5.09654e-05 0.00038293
internal_weight=0 89.1691 9470.83 613.143 545.665 309.964 247.299 235.702 155.748 103.93 183.737 104.974 79.9534 78.7624 8857.69 1675.82 1247.78 640.526 419.39 274.487 101.255 7181.87 743.021
internal_count=4780 49 4731 321 300 165 126 135 87 62 104 51 48 53 4410 823 662 367 237 164 60 3587 424
is_linear=0
shrinkage=0.05


Tree=496
num_leaves=24
num_cat=0
split_feature=110 9 52 108 107 58 50 4 121 50 88 115 87 68 117 54 102 88 145 104 123 121 92
split_gain=0.0148635 0.0603439 0.0670619 0.065407 0.0591974 0.0665202 0.0589511 0.0531286 0.0234389 0.0207687 0.0472985 0.0756056 0.0670798 0.0618831 0.0833917 0.0730153 0.0601273 0.0578822 0.047548 0.0469091 0.0466022 0.105048 0.0796316
threshold=0.024066280573606495 0.00087947337306104611 0.002945306478068233 0.0087224207818508166 0.0051502294372767219 0.0020932231564074759 0.015200819820165636 0.0019672545604407792 0.00099512818269431613 0.0033348383149132137 0.0062037324532866487 0.00068727668258361529 0.00038414125447161501 0.0079489401541650313 0.034632634371519096 0.0084566329605877417 0.0041444667149335155 0.0051502294372767219 0.00080172589514404546 0.0049928687512874612 0.0022272822679951791 0.00075379351619631063 0.00099512818269431613
decision_type=2 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 -6 8 -3 -4 -1 17 -12 -13 14 15 18 -15 20 -14 -19 -11 22 -22
right_child=1 7 6 4 5 -7 -8 -9 -10 10 11 12 13 16 -16 -17 -18 19 -20 -21 21 -23 -24
leaf_value=7.8736954807967702e-05 0.0017574130132982078 0.0020487894846569956 -0.00048128228581145456 0.0011701630244573629 0.00033803952320261301 -0.0027701456130173117 0.0009146621001743301 -2.7961931254230921e-05 -0.0019088040975049391 -0.00015365017283079302 0.0022541794329347838 -0.00056781607892618174 0.00075923286545665587 0.0028694605898624088 0.0018363818250463932 0.0017377041378796735 0.0005420797542339239 -0.0022917068355749531 -0.00088222465044310479 0.00026737914604827475 0.0014655231588394475 0.0012162577497051357 -0.0013212480631657024
leaf_weight=3613.770404458046 71.684851050376892 75.599571466445923 46.712705492973328 49.192398190498352 37.253055572509766 32.000898122787476 37.204260230064392 51.964862942695618 74.798883199691772 4333.9414447546005 46.322342753410339 213.50197196006775 57.265815734863281 47.659779787063599 62.273996472358704 42.456417679786682 66.432693600654602 54.786123037338257 192.15177476406097 26.602354645729065 34.4805908203125 192.02535152435303 99.917414784431458
leaf_count=2003 32 31 31 25 20 20 18 31 52 1921 15 140 33 16 23 18 32 39 126 14 14 67 59
internal_value=0 0.000272232 -6.80534e-05 0.000565341 -0.000156113 -0.00109819 -0.000826818 0.0012028 -0.00136002 -1.42779e-05 -7.57304e-05 0.000299494 0.000166679 0.000501585 0.000175329 -0.000179071 0.0015143 -0.000133344 -0.000505349 -0.00145525 -0.000110258 0.000465864 -0.000606286
internal_weight=0 476.411 348.847 190.131 118.446 69.254 158.716 127.564 121.512 9083.59 5469.82 728.065 681.742 468.24 354.148 291.874 114.092 4741.75 249.418 81.3885 4660.36 326.423 134.398
internal_count=4780 260 198 97 65 40 101 62 83 4520 2517 403 388 248 200 177 48 2114 159 53 2061 140 73
is_linear=0
shrinkage=0.05


Tree=497
num_leaves=24
num_cat=0
split_feature=98 52 77 28 96 71 59 70 52 1 32 112 71 124 77 17 121 91 96 146 83 96 8
split_gain=0.0143225 0.0721151 0.125256 0.082535 0.0774749 0.103335 0.0699148 0.0671456 0.0652611 0.0713257 0.062623 0.113089 0.109265 0.105399 0.152226 0.158149 0.118575 0.103532 0.122494 0.103374 0.0971609 0.0767385 0.0719606
threshold=0.010180860292166473 0.028884131461381916 0.0013146653072908523 0.001792412775103003 0.0018488886416889729 0.072653736919164671 0.011169348377734424 0.00039601318712811922 0.016164712607860569 0.0018488886416889729 0.00062670491752214741 0.0079489401541650313 0.055838862434029586 0.013860232196748258 0.00082683752407319855 0.00040826165059115743 0.076978169381618514 0.0031340263085439806 0.0079489401541650313 0.0018488886416889729 0.036783467978239066 0.0042751494329422721 0.00017767510871635753
decision_type=2 2 2 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 8 -5 9 -6 12 17 13 14 16 -16 19 -12 21 -2 -21 -19 -14
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11 11 -13 22 -15 15 -17 -18 18 -20 20 -22 -23 -24
leaf_value=4.0740718304114803e-05 0.00045919437999842314 -0.0006651967482565514 0.0019082065836176021 0.00077495787710217274 0.00056905621528617991 -0.0038028422831797521 -0.0020502512736565877 -0.0019136239493212617 0.0016286790920690246 -0.0012134075167228463 0.00080745233243787568 -0.0016982529717685891 0.0012286547070609857 0.0011843395827835388 -0.0048004599038937203 -0.00060315751916602072 -0.0027284763540423962 8.0770149670260656e-05 0.00044504940136363166 -0.0023879804444400313 0.00030820156405303055 -0.0025917542523059443 -8.6795038677182657e-05
leaf_weight=6624.365576505661 201.19222939014435 80.94931960105896 113.70211064815521 38.444106578826904 104.73041415214539 42.602803707122803 50.578630566596985 58.652048110961914 48.899626135826111 120.92604458332062 590.59268057346344 67.818925976753235 124.30401623249054 59.745508432388306 49.338784217834473 41.167775988578796 57.070634365081787 42.456417679786682 194.6026349067688 83.770579695701599 55.586811304092407 73.119878768920898 635.38240492343903
leaf_count=3663 66 35 32 15 41 24 28 36 13 59 204 35 36 27 31 19 25 18 65 43 18 37 210
internal_value=0 -9.19329e-05 0.00083801 -0.000157973 -0.000765111 -0.00174989 -0.000341988 -0.000849111 -2.72923e-05 -0.00038614 -3.39837e-05 0.000270734 -0.000259707 -0.000797924 -0.00104055 -0.00289128 -0.000619285 0.000418978 -0.000320692 -0.000265818 -0.00131253 -0.00161001 0.000128446
internal_weight=0 2935.63 194.651 2740.98 464.834 139.699 325.135 97.0962 274.556 225.656 2276.15 968.591 1307.56 547.872 488.127 90.5066 397.62 900.772 310.179 340.55 139.357 115.576 759.686
internal_count=4780 1117 67 1050 216 75 141 51 113 100 834 359 475 229 202 50 152 324 120 127 61 55 246
is_linear=0
shrinkage=0.05


Tree=498
num_leaves=24
num_cat=0
split_feature=119 43 31 128 135 19 18 99 43 43 75 88 117 143 94 133 28 128 97 96 0 101 134
split_gain=0.0147931 0.0485533 0.0407185 0.0512582 0.048917 0.0471118 0.0680063 0.0622436 0.0724909 0.0743499 0.0579708 0.0451394 0.0475607 0.0816594 0.0755884 0.0427111 0.0422432 0.0384489 0.0383194 0.0483335 0.0378073 0.0376488 0.0340385
threshold=0.00044738779251929378 0.066585760563611998 0.0068083447404205808 0.00070876078098081063 0.0012357163941487672 0.0013986918493174019 0.00066645268816500913 0.0014881226234138014 0.0014881226234138014 0.00055427959887310873 0.0015349716995842757 0.0041444667149335155 0.00747153488919139 0.0056525857653468856 0.0054799309000372895 0.0070226341485977182 0.0015833032084628942 0.00060774214216507982 0.0026012937305495147 0.0042751494329422721 0.00087947337306104611 0.0019071503775194289 0.00043393640953581786
decision_type=2 2 2 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 9 22 -8 12 15 17 16 -7 21 -14 19 -5 -10 -15 -2
right_child=1 -3 3 18 -6 11 10 -9 20 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=2.7475825372557159e-05 -0.00035956997505381987 -0.001167152953717711 -0.00060994773177959656 0.0014738210971479632 -0.0033032773812651066 0.00049979104676185337 -0.0031370196479792952 -0.0016103331604105219 0.001484989837723617 -0.0019746259592180022 -0.00059969170311470867 -0.00052160761295033079 0.0016609684550243917 -0.0012852733680209203 0.00046707880461612162 0.0018390172116650946 -0.00011767017227780047 8.961325042147213e-05 -0.0011729978941238091 -0.00072992390247898179 -5.9631778325211192e-05 -0.0038269202078993689 0.0013428341496897309
leaf_weight=7999.0224099159241 94.714052677154541 107.30769753456116 37.301850914955139 51.769681572914124 30.761051774024963 151.34552896022797 34.724567532539368 54.590941667556763 112.55985498428345 57.412201762199402 64.001796245574951 130.72726190090179 83.380216956138611 32.000898122787476 78.176854848861694 98.140819668769836 29.277228713035583 73.022288084030151 61.42451286315918 47.903756499290466 61.131740808486938 26.748740673065186 42.554008364677429
leaf_count=3982 61 39 22 23 23 68 24 31 39 39 40 84 27 20 29 40 16 33 42 26 30 20 22
internal_value=0 -0.000140796 -6.50321e-05 -0.000676739 -0.0018272 4.94459e-05 -0.000310527 -3.47211e-05 0.000198777 -0.00046374 -0.00149213 0.000316647 0.000508194 0.000107283 -0.000664398 0.0010266 -0.00166927 0.000927323 -0.000190677 0.000414686 0.000941352 -0.00244249 0.000168187
internal_weight=0 1560.98 1453.67 229.161 68.0629 1224.51 521.689 422.963 368.372 194.68 98.7264 702.82 572.093 322.606 166.204 249.486 88.0269 156.403 161.098 99.6734 173.692 58.7496 137.268
internal_count=4780 798 759 136 45 623 286 222 191 122 64 337 253 145 85 108 56 60 91 49 69 40 83
is_linear=0
shrinkage=0.05


Tree=499
num_leaves=24
num_cat=0
split_feature=133 145 101 118 148 58 23 106 82 145 108 143 146 100 100 73 40 30 107 33 88 59 121
split_gain=0.0135433 0.114042 0.0853679 0.0883898 0.109851 0.103719 0.110897 0.120602 0.0870824 0.0834151 0.0625092 0.0601444 0.03216 0.0797576 0.0987066 0.143716 0.11464 0.103154 0.0955947 0.073927 0.0604495 0.0553046 0.0489934
threshold=0.00017767510871635753 0.00044738779251929378 0.0060143163427710542 0.00047558375808876013 0.011519505176693203 0.00017767510871635753 0.0019672545604407792 0.0098710241727530974 0.00055427959887310873 0.010500331409275534 0.00093549740267917525 0.00017767510871635753 0.00077738583786413084 0.0068083447404205808 0.0037758676335215573 0.00017767510871635753 0.00099512818269431613 0.00064626874518580746 0.020035739988088611 0.00077738583786413084 0.00093549740267917525 0.0016846025246195497 0.00039601318712811922
decision_type=2 2 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 -7 9 -5 -8 11 -1 13 14 15 16 21 19 -15 -17 -19 -2 -22
right_child=12 2 -4 8 -6 6 7 -9 -10 -11 -12 -13 -14 18 -16 17 -18 20 -20 -21 22 -23 -24
leaf_value=-0.00098343300741604209 -0.0011817398341865534 0.00058884869682535555 -0.0026764694709074223 -0.0007253348264970635 0.0012235846785464454 0.00049486116093357374 -0.0053477033465028512 -0.00098402310385296127 0.0020334005270261713 -0.0021707390783099016 0.0022156692716017641 0.001462038571331553 -1.3412842766688872e-05 -0.0017875062107907882 0.0020678264342036037 0.0026110740209689806 -0.0034040243511154217 -0.0010732363720311715 0.00091174879817846948 0.00024013079968044357 0.00011202304308891882 0.0012111005534392949 0.0018654291292859147
leaf_weight=53.155913949012756 58.505662083625793 59.843099117279053 45.180087089538574 52.013658285140991 54.444555640220642 42.554008364677429 40.074315667152405 79.660677909851074 63.562638163566589 42.651599049568176 59.599122405052185 47.708575129508972 8141.0347121953964 86.299067735671997 92.693480849266052 99.331870675086975 38.590492606163025 70.688981413841248 52.911937236785889 49.143602848052979 132.21108496189117 41.118980646133423 57.021839022636414
leaf_count=26 30 31 22 33 25 22 28 36 22 26 21 18 4098 39 32 35 21 45 16 23 91 17 23
internal_value=0 -0.000222092 -0.000607867 -0.000392921 -0.000821872 -0.00124246 -0.0017772 -0.0023726 0.000791866 -0.00370973 0.000931853 0.000173267 1.59468e-05 0.000322964 0.000559123 0.00030328 -0.00109035 0.000774928 -0.000761561 0.00182632 0.00017434 -0.000194121 0.00064038
internal_weight=0 640.448 479.985 434.805 319.228 264.784 204.941 162.387 115.576 82.7259 160.464 100.864 8919.55 778.517 639.306 546.613 138.215 408.397 139.211 148.475 259.922 99.6246 189.233
internal_count=4780 310 245 223 168 143 112 90 55 54 65 44 4470 372 317 285 68 217 55 58 159 47 114
is_linear=0
shrinkage=0.05


Tree=500
num_leaves=24
num_cat=0
split_feature=115 83 78 63 5 114 28 79 118 30 110 51 140 50 83 24 33 36 147 88 102 116 58
split_gain=0.0133976 0.0524772 0.0782811 0.0818631 0.0660577 0.0847885 0.0605677 0.0587904 0.0571879 0.0569063 0.0567736 0.0932963 0.0760153 0.0761347 0.0983473 0.135852 0.0560401 0.0559974 0.054008 0.0535115 0.0497664 0.0554672 0.0506636
threshold=0.0063990866765379914 0.0063990866765379914 0.048151826485991485 0.0014881226234138014 0.0019672545604407792 0.0066005610860884198 0.00066645268816500913 0.0058306583669036635 0.00047558375808876013 0.0017376682371832433 0.002945306478068233 0.0034400182776153092 0.00899649551138282 0.0063990866765379914 0.010180860292166473 0.00087947337306104611 0.0062037324532866487 0.0023699469165876512 0.0092791137285530585 0.00039601318712811922 0.0022272822679951791 0.0044099434744566688 0.004017772153019906
decision_type=2 2 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 6 7 9 -6 -7 -2 12 -12 13 14 15 -3 -17 -15 -16 -14 22 -22 -21
right_child=1 2 3 -5 5 8 -8 -9 -10 -11 11 -13 19 17 18 16 -18 -19 -20 20 21 -23 -24
leaf_value=-3.5170310339277954e-05 -0.0019205750156999182 0.0032742765528193728 0.0028097851337502955 0.00036865613371477165 -0.0030483501639938211 0.0013030868223019253 0.00030803894407275216 -0.00057457456268054528 -0.0010019703408380664 -0.0002115671227553566 3.8440225648953256e-05 0.0020138885011062109 0.00063527493071112873 0.0017630407200967446 -0.0020861720689853464 -0.00081727908090584167 0.0016867050280651335 -0.0002701904685517965 -0.00018536159593031271 -0.00082894432839345118 -0.0011448001877370924 0.00051083331578539515 -0.0028122228376613839
leaf_weight=7065.4913604259491 60.135871171951294 42.456417679786682 60.985354781150818 78.616012930870056 57.460997104644775 47.854961156845093 645.80686867237091 41.265366673469543 61.473308205604553 256.34875237941742 143.85765552520752 102.25072145462036 89.022737145423889 135.19869387149811 60.184666514396667 74.847678542137146 31.854512095451355 45.180087089538574 98.579977750778198 110.61691105365753 90.701741576194763 114.38524544239044 45.424063801765442
leaf_count=3284 43 18 24 47 41 24 422 23 44 174 84 47 43 52 45 54 14 22 58 67 58 60 32
internal_value=0 9.9617e-05 0.000315217 0.00143507 -0.000144319 -0.000952185 3.03476e-05 -0.00201437 6.99488e-06 -0.000536299 0.000183242 0.00085918 5.9772e-06 0.000438042 -3.98045e-05 0.000882093 -6.97481e-05 0.00125377 -0.000905923 -0.000462706 -0.000733373 -0.000221387 -0.00140628
internal_weight=0 2494.51 1324.16 139.601 1170.35 208.055 962.291 98.7264 109.328 316.485 1184.56 246.108 938.453 488.302 307.923 149.159 106.702 180.379 158.765 450.151 361.128 205.087 156.041
internal_count=4780 1496 725 71 771 132 639 64 68 217 654 131 523 263 189 86 68 74 103 260 217 118 99
is_linear=0
shrinkage=0.05


Tree=501
num_leaves=24
num_cat=0
split_feature=146 100 34 96 126 45 137 104 38 102 129 150 140 146 84 63 141 14 129 59 88 80 32
split_gain=0.0141474 0.0382473 0.0493715 0.0411366 0.0602329 0.140709 0.0529006 0.0567556 0.0608671 0.0521284 0.0939094 0.0443884 0.0411853 0.0376635 0.0600417 0.0857644 0.0774562 0.0765548 0.0616564 0.0516391 0.0463905 0.0380304 0.0359644
threshold=0.013439828064292671 0.00017767510871635753 0.0041444667149335155 0.0033348383149132137 0.00090704852482303988 0.0087224207818508166 0.0031340263085439806 0.00075379351619631063 0.00037263428384903824 0.00052132029668428015 0.00017767510871635753 0.0053125319536775359 0.0034400182776153092 0.010180860292166473 0.00040826165059115743 0.0034400182776153092 0.0016331639490090313 0.00047558375808876013 0.0018488886416889729 0.0056525857653468856 0.00064626874518580746 0.0025217677466571335 0.0026833302108570938
decision_type=2 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 4 5 9 7 8 -5 12 -11 -6 -3 -1 16 18 19 -18 -16 -15 21 -19 -7
right_child=1 3 -4 6 11 22 -8 -9 -10 10 -12 -13 -14 14 15 -17 17 20 -20 -21 -22 -23 -24
leaf_value=2.2304321920575721e-06 0.0012491763148596699 -0.0021563066823905614 -0.00049308496419465237 -0.0020288817087358063 -0.00018929561774211728 -0.0039208374308233249 -0.00097957005293174593 0.00052650523781531586 0.00033921098986561097 0.0013494085725194256 -0.00056302112626118762 0.001952559482365889 -0.00031110463707886181 -0.0010884781165702128 0.0022109512658848736 -0.0006522462849853824 -3.9076648044514972e-05 -0.0021756467328082583 7.0876671526553369e-06 0.0013045399277521602 -0.0012189944744064834 -0.0046509251013716621 -0.0014986476564059932
leaf_weight=7324.386340379715 148.62185955047607 49.241193532943726 55.977174043655396 48.001347184181213 50.627425909042358 32.098488807678223 80.051040649414062 725.96659302711487 62.420382499694824 107.30769753456116 159.76051390171051 46.322342753410339 78.372036218643188 42.70039439201355 59.647917747497559 182.30176210403442 50.481039881706238 34.675772190093994 67.818925976753235 47.757370471954346 48.050142526626587 28.086177706718445 29.326024055480957
leaf_count=3670 64 27 34 30 30 24 52 317 29 39 90 15 37 28 23 99 24 22 35 20 32 21 18
internal_value=0 0.000132012 0.000772503 4.28364e-05 -0.000297703 -0.000538274 0.000248346 0.000365871 -0.000690221 -0.00019182 0.000205391 0.000834077 -0.0010231 -2.80248e-05 -0.000422671 4.34314e-05 -0.000996189 -0.00165298 0.00103838 0.000174921 -0.0023882 -0.00328334 -0.00276441
internal_weight=0 1674.09 204.599 1469.5 553.056 456.106 916.439 836.388 110.422 394.681 267.068 96.9498 127.613 7885.91 561.52 309.769 251.751 161.293 127.467 90.4578 110.812 62.7619 61.4245
internal_count=4780 806 98 708 280 235 428 376 59 193 129 45 64 3974 304 157 147 99 58 48 75 43 42
is_linear=0
shrinkage=0.05


Tree=502
num_leaves=24
num_cat=0
split_feature=74 61 133 37 82 68 51 109 36 150 84 126 11 83 19 4 149 103 25 123 96 138 110
split_gain=0.0137343 0.0346606 0.0167625 0.0682544 0.110446 0.099156 0.104414 0.127839 0.0972268 0.0952729 0.0882642 0.0582655 0.0441715 0.0347353 0.0623162 0.0686996 0.033602 0.0656218 0.0541569 0.108762 0.0942755 0.0955037 0.0906181
threshold=0.013860232196748258 0.0013146653072908523 0.00017767510871635753 0.00099512818269431613 0.0038949446752667431 0.00064626874518580746 0.00043393640953581786 0.00747153488919139 0.00047558375808876013 0.00082683752407319855 0.0015349716995842757 0.0011980500421486797 0.0019071503775194289 0.11759182065725328 0.00017767510871635753 0.0013986918493174019 0.0026012937305495147 0.099559046328067793 0.0014881226234138014 0.0022272822679951791 0.0023699469165876512 0.0079489401541650313 0.00017767510871635753
decision_type=2 2 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 8 7 10 -1 -8 11 -7 -11 16 -15 -16 -4 18 19 -18 21 22 -20
right_child=1 -3 13 4 -6 6 9 -9 -10 12 -12 -13 -14 14 15 -17 17 -19 20 -21 -22 -23 -24
leaf_value=0.0017147639151473626 0.0017286498932597206 -0.00014068206760715237 9.3237868755863081e-05 -0.0030435373423026058 0.00033899175725353345 -0.0023913112653718566 -0.0013731190776360169 -0.0035754603100732842 -0.001063934071986116 0.0022353712831081093 0.0012654556927811885 -0.00011590793165381605 0.00014416961390777399 -0.00091432203248492823 1.9927538407889623e-05 0.0021373670486672341 -7.0835608320451272e-05 0.0017152318332050464 -0.00044386074492144557 0.0012926175915132796 -7.0058509385559936e-05 0.00077519250393285255 -0.001853872708156305
leaf_weight=120.584477186203 39.927929639816284 65.436823964118958 4383.3733731508255 52.062453627586365 44.98490571975708 59.891894459724426 46.663910150527954 45.375268459320068 42.602803707122803 59.550327062606812 46.517524123191833 53.058323264122009 43.842650055885315 47.95255184173584 71.782441735267639 82.140370607376099 2576.8286383152008 48.997216820716858 220.55068731307983 155.0650680065155 944.03758764266968 73.022288084030151 235.75044810771942
leaf_count=45 22 45 2494 35 14 33 29 30 24 19 23 22 21 28 36 30 1049 17 106 59 429 33 137
internal_value=0 0.000567701 -6.32659e-06 -0.000258701 -0.00147561 -3.07507e-05 -0.0004998 -0.00123383 0.000989338 0.000502228 -0.000567539 -0.00132244 0.00134862 1.1236e-05 0.000659568 0.00114989 -3.91659e-06 -0.00010402 -0.000125217 6.55538e-06 -0.000369547 -0.00090368 -0.00117235
internal_weight=0 105.365 9454.64 615.135 97.0474 518.087 354.9 204.843 163.187 150.057 159.468 112.95 103.393 8839.5 201.875 153.923 8637.63 4254.25 4205.25 2731.89 1473.36 529.323 456.301
internal_count=4780 67 4713 295 49 246 177 108 69 69 78 55 40 4418 94 66 4324 1830 1813 1108 705 276 243
is_linear=0
shrinkage=0.05


Tree=503
num_leaves=24
num_cat=0
split_feature=80 52 109 10 56 65 20 21 34 44 27 147 47 43 146 23 149 44 94 40 80 15 53
split_gain=0.013728 0.0625858 0.102887 0.0938926 0.0809829 0.0729369 0.086933 0.112442 0.11225 0.0694964 0.064956 0.145804 0.128974 0.12598 0.128214 0.106597 0.0626837 0.0573662 0.0551665 0.0544843 0.121078 0.0784711 0.0712604
threshold=0.0032328735105693345 0.0026012937305495147 0.004017772153019906 0.00090704852482303988 0.00062670491752214741 0.0019071503775194289 0.0019071503775194289 0.0012745757703669371 0.0030382014811038975 0.0028552538715302949 0.00017767510871635753 0.00055427959887310873 0.0042751494329422721 0.016668972559273246 0.0018488886416889729 0.036783467978239066 0.0048403022810816774 0.0028552538715302949 0.0037758676335215573 0.00099512818269431613 0.0025217677466571335 0.028020657598972324 0.01884530205279589
decision_type=2 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 -2 -5 6 7 17 -9 -10 11 12 -3 14 -14 -13 -11 -4 19 20 21 22 -1
right_child=1 10 5 4 -6 -7 -8 8 9 16 -12 15 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00016156567845229 0.0011159326544151558 0.0015893530057904479 0.0004949239612036839 -0.0030876542762082104 0.00016121412509835617 0.0020261885331524518 -0.0014655995504311294 0.0029822679152420144 0.0023285221385848016 -0.0011527843128920584 5.8886008484560885e-05 -0.0046799471944860812 -0.0035166367284158238 0.00083840658120466467 9.0337469964528244e-05 -0.00076078952636132388 0.00089325464594854651 -0.0021020532478080926 -0.00025272436928856209 0.00021980064017580164 -0.0021117934531164118 0.00060511069536610959 -0.001788488525369569
leaf_weight=1027.0074790716171 42.505213022232056 75.453185439109802 42.456417679786682 48.09893786907196 31.903307437896729 102.00674474239349 48.050142526626587 71.440874338150024 50.432244539260864 56.074764728546143 2692.9106277227402 34.773362874984741 58.700843453407288 63.513842821121216 42.456417679786682 34.626976847648621 112.60865032672882 42.602803707122803 2101.6547751426697 2296.8717867136002 75.989934206008911 335.83421170711517 72.026418447494507
leaf_count=493 20 25 18 34 16 37 32 22 22 38 1340 26 38 20 18 20 41 24 1055 1199 47 149 46
internal_value=0 7.62313e-05 0.000521799 -0.000783109 -0.00179207 0.000825907 0.000536913 0.000793081 0.00126115 0.00069999 -1.996e-05 -0.000705932 -0.000122528 -0.000906921 -0.00200276 -0.0027245 0.000213098 -0.000805799 -4.70931e-05 6.64039e-05 -0.000166796 -6.37903e-05 -0.000268188
internal_weight=0 3650.62 648.18 122.507 80.0022 525.673 423.666 375.616 290.557 219.116 3002.44 309.525 240.124 164.671 101.157 69.4003 168.683 85.0592 5909.38 3807.73 1510.86 1434.87 1099.03
internal_count=4780 1791 304 70 50 234 197 165 123 101 1487 147 101 76 56 46 79 42 2989 1934 735 688 539
is_linear=0
shrinkage=0.05


Tree=504
num_leaves=24
num_cat=0
split_feature=49 44 70 116 18 42 68 68 20 137 142 19 21 3 52 123 61 146 135 109 46 21 24
split_gain=0.0134705 0.0362232 0.0171694 0.0557043 0.0561963 0.0521036 0.0856416 0.0796334 0.0617942 0.0532537 0.0633971 0.0594737 0.0509513 0.0504265 0.0440313 0.0439775 0.0489256 0.0560216 0.0481732 0.0422877 0.0847473 0.0716789 0.0554807
threshold=0.01693275943398476 0.0038949446752667431 0.0056525857653468856 0.0081988852471113222 0.0021592099219560628 0.017724351026117805 0.011169348377734424 0.013032016810029747 0.0042751494329422721 0.00044738779251929378 0.0044099434744566688 0.04673989117145539 0.0020292587578296666 0.00057154725072905432 0.0026012937305495147 0.0015349716995842757 0.0021592099219560628 0.010180860292166473 0.0079489401541650313 0.0021592099219560628 0.0016846025246195497 0.0022975050378590827 0.014293605927377941
decision_type=2 2 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 -7 9 11 14 19 13 -5 -11 16 18 -18 -6 -4 21 -21 -22
right_child=1 -3 3 12 15 7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 22 -23 -24
leaf_value=-2.8107011376114003e-05 0.00019905411633612373 -0.0020856871727466058 -0.00051730631543982989 -0.0024168360185330782 -0.0016439713986061957 -0.0020105018511741633 0.00214613534099825 0.00035987216699371488 -0.00039795109381997925 0.0010446099624122733 -9.2327417251929526e-05 -0.001113961960500745 -3.4791801091040535e-05 -0.00024192094169957795 0.0028967928973544438 0.00069211323996883317 -0.00095705979187949005 0.0012554479369537039 8.537337979114543e-05 0.0025682215281433891 -0.00029304457091734547 0.00045645559753141045 0.0015680485818928376
leaf_weight=7616.5531206130981 45.375268459320068 28.086177706718445 71.636055707931519 53.399890661239624 118.73912394046783 50.627425909042358 82.042779922485352 118.0559891462326 170.16723811626434 62.322791814804077 50.529835224151611 57.168225049972534 261.9624400138855 53.20470929145813 66.139921545982361 95.709922313690186 51.964862942695618 63.660228848457336 60.936559438705444 93.884531855583191 164.67110395431519 70.249823331832886 52.911937236785889
leaf_count=3859 30 21 30 36 77 30 26 49 86 25 26 29 135 28 20 48 31 26 22 27 76 27 16
internal_value=0 -0.000674461 5.22286e-06 0.000140977 0.000276185 0.000457706 0.000602662 -0.000351555 0.000455363 0.000665954 0.00140806 0.000405769 -0.000409815 -0.00133137 0.00199822 -0.000239305 -0.000541186 0.000261091 -0.00105747 0.000597408 0.000806604 0.00166438 0.000159537
internal_weight=0 73.4614 9486.54 1869.99 1501.42 1110.41 941.724 168.683 859.681 689.514 178.993 510.522 368.567 106.605 128.463 391.011 295.301 115.625 179.676 453.353 381.717 164.134 217.583
internal_count=4780 51 4729 870 671 467 388 79 362 276 71 205 199 64 45 204 156 57 99 176 146 54 92
is_linear=0
shrinkage=0.05


Tree=505
num_leaves=24
num_cat=0
split_feature=131 32 112 40 100 34 28 129 49 24 58 56 33 22 67 96 47 133 19 0 105 40 140
split_gain=0.0140391 0.0514677 0.0502253 0.0752265 0.0505143 0.0838196 0.0738655 0.0638864 0.0436136 0.0392048 0.0311659 0.03759 0.0298427 0.0386162 0.0291082 0.0257483 0.0236344 0.0230882 0.0557466 0.0903646 0.10541 0.126728 0.0594373
threshold=0.020658296532928947 0.002945306478068233 0.00093549740267917525 0.0066005610860884198 0.0079489401541650313 0.0025217677466571335 0.0013986918493174019 0.00057154725072905432 0.00044738779251929378 0.0013986918493174019 0.0053125319536775359 0.00038414125447161501 0.001792412775103003 0.0013146653072908523 0.0005375427135732026 0.0013986918493174019 0.013439828064292671 0.010829726699739696 0.0054799309000372895 0.0030382014811038975 0.011169348377734424 0.013439828064292671 0.0019672545604407792
decision_type=2 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 16 5 8 -6 -7 9 -2 11 15 -3 -14 -13 -9 -4 -1 22 20 21 -20 -19
right_child=1 12 3 -5 6 7 -8 10 -10 -11 -12 14 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24
leaf_value=-6.1624812006595662e-05 0.00033034696251919274 0.0004253836762228751 -0.00068990693917491254 0.0024062889585146131 7.0627815668407884e-05 -0.0028534722543807423 0.0026542036731804705 -6.4989676481306679e-05 -0.00061337623477500695 0.0022505320994379956 -0.0016084877073909325 0.0014066727305957604 -0.0022715781355645017 -7.8486251184434262e-05 -0.00020984163104340381 -0.001551006956880163 0.0010326965101530516 -0.00036928579644786676 -0.0033619269126144605 0.00017667994740563225 0.00017797004988121903 -0.00038041586943473519 0.00055612392370109343
leaf_weight=6824.7504711151123 47.95255184173584 36.062004566192627 41.362957358360291 67.623744606971741 71.733646392822266 27.988587021827698 45.033701062202454 64.050591588020325 36.110799908638 59.647917747497559 41.314162015914917 51.867272257804871 45.424063801765442 35.96441388130188 60.135871171951294 53.497481346130371 38.395311236381531 216.92873895168304 70.737776756286621 570.24722278118134 114.38524544239044 71.831237077713013 866.95419311523438
leaf_count=3373 28 25 27 27 34 17 16 42 27 23 25 27 32 21 43 40 13 119 47 285 60 38 391
internal_value=0 0.000197268 0.000358346 0.0011795 0.000141976 -0.000102094 0.00106704 -0.000579261 0.000890195 0.00139479 -0.000344266 -0.000116734 -0.000771958 -0.00130248 0.000538746 -0.000741293 0.000139347 -1.86108e-05 0.000134998 -0.00017412 -0.000952636 -0.00185974 0.000370912
internal_weight=0 824.165 706.715 147.382 559.333 442.565 116.767 298.854 143.711 107.6 270.865 229.551 117.45 81.3885 112.003 117.548 79.7583 8735.83 1911.08 827.201 256.954 142.569 1083.88
internal_count=4780 467 389 67 322 272 50 194 78 51 177 152 78 53 70 82 40 4313 940 430 145 85 510
is_linear=0
shrinkage=0.05


Tree=506
num_leaves=24
num_cat=0
split_feature=93 106 27 95 34 0 29 117 98 27 117 95 43 15 68 145 133 58 113 15 14 28 94
split_gain=0.013683 0.0547527 0.0760415 0.0910312 0.103088 0.0939678 0.0878113 0.0730821 0.0637485 0.0634369 0.132645 0.154404 0.216114 0.119068 0.0804691 0.0708149 0.138476 0.1166 0.0789555 0.0696056 0.0611415 0.169678 0.0584102
threshold=0.000490355829242617 0.0030382014811038975 0.00064626874518580746 0.0031340263085439806 0.0021592099219560628 0.00068727668258361529 0.0068083447404205808 0.00093549740267917525 0.079227816313505187 0.00090704852482303988 0.0019672545604407792 0.00099512818269431613 0.00099512818269431613 0.0022975050378590827 0.0027679565828293566 0.00044738779251929378 0.00017767510871635753 0.00077738583786413084 0.0005893622583243997 0.0027679565828293566 0.00017767510871635753 0.00052132029668428015 0.0070226341485977182
decision_type=2 2 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 6 -3 -4 22 10 15 12 13 -12 -13 17 -17 -1 19 -18 21 -11 -9
right_child=-2 2 7 4 -6 -7 -8 8 -10 20 11 14 -14 -15 -16 16 18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00052414738119466262 -4.491157204012005e-05 -0.0020500479403403786 -0.0013784403441153743 0.0029080692217620541 0.00050745952204126648 0.00098591929245245226 0.00041250615117309714 0.0003003998858340704 0.0019794606202838882 0.0033085806523241246 -0.0065447231805226651 0.00068889368807847516 0.00021996486639214312 -0.0023083765825025267 -0.0018702323680780876 -0.0030587194588330979 -0.00032170561786944916 0.0025331031342865243 -0.0015632237258433716 0.0021909182650044468 -1.4441253726546608e-05 -0.00084345400053084804 -0.00061226482581487824
leaf_weight=61.229331493377686 6113.6819970607758 63.806614875793457 82.823505401611328 88.681169748306274 90.213788151741028 214.95696246623993 83.672989010810852 723.27175617218018 46.273547410964966 50.432244539260864 36.062004566192627 78.225650191307068 35.769232511520386 30.71225643157959 50.578630566596985 41.411752700805664 55.928378701210022 63.562638163566589 45.277677774429321 54.346964955329895 1169.6341580152512 48.050142526626587 231.39656960964203
leaf_count=34 2967 32 58 29 38 92 39 368 13 22 25 31 13 21 28 29 32 22 26 21 688 32 120
internal_value=0 7.9672e-05 0.00029065 0.00077459 0.00169748 0.000319061 -0.000652911 4.89259e-05 0.000167034 -0.000108586 -0.000555409 -0.00146856 -0.00291626 -0.00459625 -0.000316019 0.000101159 -0.000489269 0.00103306 0.000194777 0.00091659 8.63013e-05 0.00128278 7.91843e-05
internal_weight=0 3446.32 1625.1 541.332 178.895 362.437 147.48 1083.77 1000.94 1821.22 553.105 231.348 102.543 66.7743 128.804 321.757 196.965 124.792 155.553 110.275 1268.12 98.4824 954.668
internal_count=4780 1813 789 230 67 163 71 559 501 1024 282 118 59 46 59 164 108 56 79 53 742 54 488
is_linear=0
shrinkage=0.05


Tree=507
num_leaves=24
num_cat=0
split_feature=19 17 42 106 23 136 11 83 78 146 88 59 45 142 95 106 67 45 61 10 109 53 59
split_gain=0.0143652 0.0864412 0.0961258 0.0796908 0.0754464 0.0826102 0.072385 0.0678108 0.0798879 0.0733173 0.171598 0.143585 0.0658072 0.0638674 0.0714402 0.113971 0.110198 0.0910645 0.16769 0.081566 0.071607 0.0626787 0.0614812
threshold=0.00017767510871635753 0.0010585968848317864 0.00093549740267917525 0.0019071503775194289 0.059226244688034065 0.0020292587578296666 0.0019071503775194289 0.11759182065725328 0.0019071503775194289 0.00017767510871635753 0.00055427959887310873 0.0019672545604407792 0.00747153488919139 0.013439828064292671 0.00047558375808876013 0.0054799309000372895 0.00080172589514404546 0.0087224207818508166 0.0042751494329422721 0.057509137317538268 0.0084566329605877417 0.0011980500421486797 0.00080172589514404546
decision_type=2 2 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 -4 5 13 -6 9 -9 10 11 -2 -5 14 17 16 21 20 -19 -20 -1 -16 -3
right_child=7 2 3 12 6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24
leaf_value=0.00066226325775048595 -0.0038088489627234271 0.00094166916393143008 0.0027783799100839553 -0.00096236495758540361 -0.00039693572703586614 0.0016572191598099016 -0.0033283533076497174 0.0016230732768796941 -0.00085998492312950529 -2.3849875714276344e-05 0.00090666894501626166 -0.00015558543295967925 0.0016073518555129549 0.0013408779184375735 -0.0016076314488685716 0.00025658875653332712 -0.00034057529256829416 -0.0032138169928207457 -0.0011783453654154699 0.0018277379883129012 -0.0010803062547860088 -0.0044575347976408206 -0.0017453300901298721
leaf_weight=448.88202011585236 63.855410218238831 41.167775988578796 79.563087224960327 38.590492606163025 61.229331493377686 76.790622472763062 32.098488807678223 123.25935125350952 43.940240740776062 7757.9510462284088 69.156363010406494 46.46872878074646 70.298618674278259 76.937008500099182 37.204260230064392 127.61322975158691 69.400339722633362 53.302299976348877 45.180087089538574 45.082496404647827 67.867721319198608 40.074315667152405 44.086626768112183
leaf_count=208 34 19 32 21 34 26 24 47 25 3896 36 21 29 32 18 64 46 32 22 18 37 28 31
internal_value=0 0.000144636 0.000945296 0.00157553 -4.08196e-05 7.61754e-05 -0.00140515 -2.59726e-05 0.000970523 -4.69635e-05 -0.00104604 -0.00227009 0.00069664 -4.38485e-05 -0.000157839 -0.000836099 -0.00178676 0.000123907 -0.000990093 0.000323071 0.000433402 -0.0030855 -0.000447828
internal_weight=0 1455.37 273.707 188.452 1181.66 1088.33 93.3278 8104.63 167.2 7937.43 179.481 110.324 108.889 1011.54 934.607 274.292 146.679 660.315 143.565 90.2626 516.75 77.2786 85.2544
internal_count=4780 721 132 82 589 531 58 4059 72 3987 91 55 50 505 473 156 92 317 72 40 245 46 50
is_linear=0
shrinkage=0.05


Tree=508
num_leaves=24
num_cat=0
split_feature=2 24 72 17 76 11 2 126 96 2 1 148 121 93 104 72 79 38 53 1 76 42 17
split_gain=0.013676 0.0772143 0.0652468 0.0313248 0.0476225 0.0293371 0.0230814 0.0572169 0.0290731 0.0280724 0.0917165 0.0581773 0.0387414 0.0269942 0.0246672 0.0696994 0.0840851 0.096018 0.104155 0.101538 0.0753036 0.0854592 0.0634718
threshold=0.010180860292166473 0.00047558375808876013 0.000490355829242617 0.0021592099219560628 0.0049928687512874612 0.00017767510871635753 0.0041444667149335155 0.0014881226234138014 0.0030382014811038975 0.0022272822679951791 0.00062670491752214741 0.00899649551138282 0.0053125319536775359 0.00096484774257987748 0.0092791137285530585 0.0037758676335215573 0.0044099434744566688 0.00017767510871635753 0.030689206905663017 0.00062670491752214741 0.0014427106943912806 0.032603342086076743 0.00057154725072905432
decision_type=2 2 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 4 -4 -2 9 -8 -9 14 11 -11 13 -12 -1 16 17 -16 19 -19 21 -17 -18
right_child=1 2 3 -5 -6 -7 7 8 -10 10 12 -13 -14 -15 15 20 22 18 -20 -21 -22 -23 -24
leaf_value=-2.8367439441426872e-05 0.0017380203452791625 -0.0025294711088867158 -0.0019607531125901021 0.00078648460428724573 0.00011251456083428702 -2.6206143060476063e-05 0.0021390319994460177 -0.00038272514955689074 0.0010658452099270351 -0.0033227891184865175 0.00037511698904447912 -0.00050023737576901589 0.0012857782378779662 -0.0015887125163516818 0.00025462963043058385 -0.00035693818558151348 -0.0020221588796139377 0.0035318783804937702 -0.00011837271208113521 0.0011299683427460677 0.00070070608493561859 -0.0026517479489243205 0.00053730164714090034
leaf_weight=7187.6550281047821 46.46872878074646 46.663910150527954 50.676221251487732 41.118980646133423 61.082945466041565 47.806165814399719 43.793854713439941 105.071981549263 51.672090888023376 38.736878633499146 38.541697263717651 34.529386162757874 51.623295545578003 32.049693465232849 732.75136888027191 379.65689897537231 58.749638795852661 68.814795613288879 83.819375038146973 122.01950490474701 150.05688726902008 45.424063801765442 41.21657133102417
leaf_count=3609 21 29 32 17 28 22 19 55 19 27 19 16 17 22 326 223 40 22 45 50 69 32 21
internal_value=0 -0.00033584 -0.000892977 -0.00039346 -0.000827591 0.000843393 1.0649e-05 0.00054123 9.48091e-05 -1.0878e-06 -0.000593773 -0.00199256 0.000244782 -0.000516495 1.19738e-05 0.000184311 0.000416235 0.000553483 0.0013508 0.0019961 -0.000262235 -0.000602161 -0.00096688
internal_weight=0 293.817 199.542 152.878 111.759 94.2749 9266.18 200.538 156.744 9065.65 195.481 73.2663 122.215 70.5914 8870.16 1682.51 1107.37 1007.41 274.654 190.834 575.138 425.081 99.9662
internal_count=4780 149 106 77 60 43 4631 93 74 4538 101 43 58 41 4437 828 504 443 117 72 324 255 61
is_linear=0
shrinkage=0.05


Tree=509
num_leaves=24
num_cat=0
split_feature=119 119 120 85 132 53 76 126 106 19 80 108 80 30 147 116 14 21 88 11 60 150 112
split_gain=0.013905 0.0427796 0.0924502 0.06112 0.0858256 0.0526486 0.0446601 0.0973806 0.0419787 0.0493659 0.0665972 0.0854505 0.0778382 0.0987144 0.0815134 0.0421556 0.0384532 0.0613345 0.0819732 0.0555464 0.04085 0.061119 0.0646198
threshold=0.00044738779251929378 0.0003614811430452392 0.00060774214216507982 0.0010585968848317864 0.0017376682371832433 0.0072436286136507997 0.0049928687512874612 0.0081988852471113222 0.011519505176693203 0.0084566329605877417 0.0054799309000372895 0.0087224207818508166 0.0028552538715302949 0.00044738779251929378 0.0019071503775194289 0.0030382014811038975 0.0015349716995842757 0.0042751494329422721 0.0028552538715302949 0.0046923852059990176 0.00096484774257987748 0.0060143163427710542 0.00017767510871635753
decision_type=2 2 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 -1 9 10 12 15 13 -2 -14 -12 20 19 -19 -18 -10 22 -22
right_child=8 2 -4 4 -6 -7 -8 -9 16 -11 11 -13 14 -15 -16 -17 17 18 -20 -21 21 -23 -24
leaf_value=2.8018024046683825e-06 -0.0022965408334174272 0.00041732067296817792 -0.00095514141055180594 -0.001682742169085871 0.0011655455808344097 0.002012986660088856 0.0014834820359205551 -0.0025106027276262503 0.0002284496887029509 0.00037785924553744013 0.00011804205588594913 -0.0030562172667925043 0.0016377184146229287 -0.00012308016086949366 -0.00069744494801115805 -0.0013790407230382731 0.00076709575344202988 0.0022240299213893313 -0.00033701294627278049 -0.0019109775220484144 -0.00053927312789360342 6.5300836927197956e-05 -0.0035661557409678705
leaf_weight=7501.0943776369095 71.782441735267639 84.815244674682617 83.868170380592346 46.615114808082581 61.131740808486938 132.37743377685547 50.383449196815491 38.736878633499146 334.74075138568878 171.40708446502686 80.998114943504333 50.773811936378479 92.693480849266052 191.90779805183411 62.615563869476318 112.10073411464691 43.842650055885315 90.018606781959534 47.854961156845093 34.675772190093994 41.314162015914917 103.49056780338287 30.761051774024963
leaf_count=3755 36 32 47 27 30 44 20 27 158 83 37 36 32 116 37 74 21 30 24 22 25 44 23
internal_value=0 2.66383e-05 0.000524877 0.000906876 -6.67248e-05 0.00138987 -1.96752e-07 -1.01111e-05 -0.000136504 -0.0003785 -0.000574082 -0.001231 -0.000191734 -0.000714745 0.000696256 -0.000751068 0.000141316 0.000699856 0.00133511 -0.000415611 -9.55286e-05 -0.000713239 -0.00183112
internal_weight=0 7999.02 408.808 324.94 107.747 217.193 7590.21 7539.83 1560.98 834.279 662.872 243.873 418.999 263.69 155.309 193.099 726.699 216.392 137.874 78.5184 510.307 175.566 72.0752
internal_count=4780 3982 180 133 57 76 3802 3782 798 451 368 147 221 152 69 111 347 97 54 43 250 92 48
is_linear=0
shrinkage=0.05


Tree=510
num_leaves=24
num_cat=0
split_feature=81 0 33 63 59 102 38 99 106 129 108 102 53 85 93 58 24 26 43 99 107 78 63
split_gain=0.0138936 0.0570938 0.0616872 0.0809854 0.0606795 0.0505994 0.0484999 0.0549934 0.0837288 0.0731838 0.0893895 0.0653016 0.0585493 0.0546808 0.0642168 0.0658184 0.0476411 0.0678821 0.0463122 0.0462452 0.0430493 0.0406084 0.03694
threshold=0.011880517937242987 0.0013146653072908523 0.0081988852471113222 0.0016846025246195497 0.0030382014811038975 0.00082683752407319855 0.012252715881913902 0.0030382014811038975 0.00099512818269431613 0.00057154725072905432 0.0030382014811038975 0.0019071503775194289 0.00244467705488205 0.00039601318712811922 0.0038949446752667431 0.011519505176693203 0.0032328735105693345 0.00042089859198313212 0.00055427959887310873 0.00085274505545385193 0.010829726699739696 0.0058306583669036635 0.0068083447404205808
decision_type=2 2 2 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 -6 7 9 -9 13 -11 -12 -13 14 15 21 -10 18 -18 -5 -7 -3 -21
right_child=1 2 3 4 5 20 -8 8 16 10 11 12 -14 -15 -16 -17 17 -19 -20 22 -22 -23 -24
leaf_value=-2.6206039022141661e-05 0.0014306713985245783 0.0005280779895206249 0.0019241853422036937 0.00060428475630928426 0.0015626392479385347 -0.0001656558541882647 0.0012277290976769771 0.00027626022431581713 -0.00032293131381418188 -0.0005703862607002487 0.0025105098664612059 0.0017335498928094731 -0.00079213336813720452 -0.0021317477092971703 -0.0019288279275888167 0.0017343463354252823 -0.0017130583575990803 -0.00061240722480416024 -0.0040224354313240542 -0.0022884786071103963 0.0015657330590558771 -0.0015908907641697921 -0.00016746329514146383
leaf_weight=8040.2389812469482 80.94931960105896 46.46872878074646 83.477807641029358 45.082496404647827 95.319559574127197 177.04960465431213 57.021839022636414 130.28810381889343 81.290886998176575 94.714052677154541 70.249823331832886 46.419933438301086 45.375268459320068 45.472859144210815 41.362957358360291 51.623295545578003 49.387579560279846 66.530284285545349 38.736878633499146 48.001347184181213 45.033701062202454 44.037831425666809 35.866823196411133
leaf_count=4003 35 21 31 18 32 99 23 66 49 61 27 19 30 34 27 17 33 36 27 30 16 29 17
internal_value=0 0.000138642 6.59509e-05 0.00049477 0.000227438 0.000599023 -0.000184001 -0.000278489 -0.000741117 7.033e-05 0.000649898 0.00136315 0.00048508 -0.00057959 -0.000194937 0.000309663 -0.00130291 -0.00181801 -0.00272819 -0.000687191 0.000185432 -0.00050295 -0.00138141
internal_weight=0 1519.76 1438.81 529.831 446.354 317.403 908.98 851.958 366.234 485.725 256.759 162.045 91.7952 228.966 183.493 142.13 235.946 154.655 88.1245 128.951 222.083 90.5066 83.8682
internal_count=4780 777 742 243 212 147 499 476 211 265 137 76 49 128 94 67 145 96 60 65 115 50 47
is_linear=0
shrinkage=0.05


Tree=511
num_leaves=24
num_cat=0
split_feature=98 117 116 59 33 107 73 91 42 101 135 143 114 78 1 61 63 82 44 44 27 19 52
split_gain=0.013488 0.0666273 0.11425 0.107715 0.102409 0.146368 0.249803 0.119299 0.0748641 0.127921 0.111674 0.0727009 0.0649218 0.147054 0.0855141 0.0788852 0.097787 0.0792522 0.0990077 0.0753734 0.171021 0.0749899 0.0730883
threshold=0.010180860292166473 0.0023699469165876512 0.0019672545604407792 0.0019672545604407792 0.00093549740267917525 0.00073092587990686308 0.00017767510871635753 0.000490355829242617 0.0031340263085439806 0.0035485138650983576 0.0079489401541650313 0.0044099434744566688 0.00068727668258361529 0.0015833032084628942 0.0044099434744566688 0.00043393640953581786 0.00085274505545385193 0.0020292587578296666 0.0033348383149132137 0.0060143163427710542 0.00090704852482303988 0.010180860292166473 0.016164712607860569
decision_type=2 2 2 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 -3 -7 -6 -9 10 -10 -2 15 14 -14 16 -5 18 -17 20 -19 -21 -15
right_child=1 3 -4 12 7 6 -8 8 9 -11 -12 -13 13 22 -16 17 -18 19 -20 21 -22 -23 -24
leaf_value=3.9536090962991163e-05 0.0013513266707142861 0.0006682509774248069 -0.0011177905457711089 -0.0021548310138138258 0.00075092624549980176 -0.0046799610642756879 -0.00058748082030924201 -0.00010046316947241041 -9.5981742357067909e-05 -0.0032811727627336546 -0.0026360125891966364 -0.00048505543577205367 -0.0035900020565363387 -0.00029475066480712817 -0.00069589284015133233 0.0022545720816194584 0.00027999117018640842 -0.0030494921452130907 0.00043939606949404002 0.0014086460865418596 0.0003632067013479717 -0.00025618183701001693 0.001122279000489765
leaf_weight=6624.365576505661 246.07954442501068 53.009527921676636 84.864040017127991 65.046461224555969 190.54152846336365 66.481488943099976 84.912835359573364 275.40556848049164 177.55752086639404 61.229331493377686 57.217020392417908 69.009976983070374 48.050142526626587 415.3972989320755 54.444555640220642 125.69024860858917 112.65744566917419 53.058323264122009 186.72439873218536 148.03631544113159 119.149449467659 124.54799294471741 116.52337074279785
leaf_count=3663 76 20 34 29 60 34 36 94 66 34 31 30 32 181 25 39 43 22 65 40 40 46 40
internal_value=0 -8.92146e-05 0.000510559 -0.000183817 -0.000599105 -0.00159288 -0.0023846 -0.00033251 -0.000693792 -0.00124583 -0.000715014 0.000949128 7.19078e-05 -0.000318489 -0.00205267 0.000336825 -0.000611247 0.000559322 0.00116968 0.00013062 -0.000688268 0.00064796 1.56661e-05
internal_weight=0 2935.63 399.954 2535.68 966.355 204.404 151.394 761.951 571.409 296.004 234.775 315.09 1569.33 634.415 102.495 934.911 177.704 757.207 312.415 444.792 172.208 272.584 531.921
internal_count=4780 1117 140 977 375 90 70 285 225 131 97 106 602 278 57 324 72 252 104 148 62 86 221
is_linear=0
shrinkage=0.05


Tree=512
num_leaves=24
num_cat=0
split_feature=44 77 72 113 109 93 53 47 22 4 15 88 133 47 17 29 71 25 118 71 24 94 25
split_gain=0.0141165 0.0305364 0.0613692 0.0466602 0.0586003 0.057152 0.0571413 0.0400922 0.0533354 0.0419828 0.058199 0.047972 0.0447526 0.0396274 0.0708314 0.0393036 0.0390243 0.0373735 0.0338416 0.0332891 0.0268255 0.0814666 0.112801
threshold=0.019431582652032379 0.00068727668258361529 0.019431582652032379 0.0026833302108570938 0.013032016810029747 0.021960759535431865 0.0056525857653468856 0.011519505176693203 0.00017767510871635753 0.0013986918493174019 0.0051502294372767219 0.0023699469165876512 0.0054799309000372895 0.0032328735105693345 0.00017767510871635753 0.010180860292166473 0.045367386192083366 0.0010585968848317864 0.00075379351619631063 0.030689206905663017 0.0054799309000372895 0.00066645268816500913 0.0079489401541650313
decision_type=2 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 6 13 -2 8 16 11 -11 12 -10 -5 -15 -16 18 -12 -3 -9 -1 22 -22
right_child=1 7 -4 5 -6 -7 -8 19 9 10 17 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=2.7281217128898738e-05 -0.0013175054163469873 -0.0021708142949870375 0.0012110569252182528 0.00036347282359028684 -0.0023332388356778152 0.0008973989506986165 0.0010815992649316952 0.00060079760885682718 0.0023416550886256934 0.00089753851877402918 0.00021633190311386819 -0.0004302524582728319 0.00068891671275428824 0.00033426583605417276 -0.0032546982025897031 -0.00087036481121665179 0.00066154915277094909 -0.0017399339305795168 -0.00039282087904151015 0.0021694579024891933 -0.0020918541728563735 -8.6310365387934758e-05 0.00070960415487160422
leaf_weight=6265.6019771099091 59.843099117279053 45.424063801765442 74.310929775238037 80.802933573722839 56.123560070991516 116.4257800579071 42.407622337341309 116.76734745502472 66.188716888427734 80.802933573722839 42.505213022232056 50.627425909042358 107.45408356189728 51.672090888023376 36.062004566192627 33.191949129104614 42.358826994895935 57.363406419754028 65.144051909446716 47.610984444618225 117.20650553703308 1852.2859799861908 51.818476915359497
leaf_count=3220 31 32 32 29 40 36 16 50 22 29 20 30 45 19 25 15 14 37 33 14 68 898 25
internal_value=0 0.000155014 -0.000125387 -0.000333795 -0.00103505 1.52825e-05 -0.000322497 0.000368869 0.000166654 0.000467094 -0.000100124 0.000924044 0.0013189 -0.000493822 -0.00106667 -0.00211194 -0.000628893 -0.000907325 -0.00112326 0.00105515 -2.38142e-05 -0.000182198 -0.001233
internal_weight=0 1273.09 550.84 476.529 158.374 318.155 102.251 722.247 557.869 404.942 180.672 224.27 173.643 201.729 120.926 69.254 152.927 99.8686 110.568 164.378 8286.91 2021.31 169.025
internal_count=4780 569 243 211 87 124 47 326 262 183 86 97 67 88 59 40 79 57 65 64 4211 991 93
is_linear=0
shrinkage=0.05


Tree=513
num_leaves=24
num_cat=0
split_feature=2 135 131 98 40 115 78 68 70 24 40 141 29 58 34 109 113 148 51 100 33 33 105
split_gain=0.0130425 0.0950284 0.0748007 0.076722 0.0754844 0.0164798 0.0776419 0.0698383 0.126693 0.0803754 0.0739069 0.101017 0.0905974 0.112996 0.0984623 0.220143 0.159832 0.0913763 0.108541 0.0687114 0.150267 0.116942 0.115678
threshold=0.010180860292166473 0.0015833032084628942 0.000490355829242617 0.0037758676335215573 0.00017767510871635753 0.00017767510871635753 0.037906534969806678 0.00017767510871635753 0.00017767510871635753 0.00087947337306104611 0.013439828064292671 0.00070876078098081063 0.0036604277556762104 0.021960759535431865 0.0021592099219560628 0.00099512818269431613 0.00093549740267917525 0.00244467705488205 0.0044099434744566688 0.00085274505545385193 0.00017767510871635753 0.00077738583786413084 0.00042089859198313212
decision_type=2 2 2 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 -4 6 7 8 9 -1 12 -12 13 14 15 -9 -17 -16 -19 20 -14 -22 -21
right_child=1 -3 4 -5 -6 -7 -8 10 -10 -11 11 -13 19 -15 17 16 -18 18 -20 22 21 -23 -24
leaf_value=0.0023668574804968216 8.8164985589241085e-05 -0.0021294461604517765 -0.0023634001431514558 0.0028961645084580072 0.00018059488805178837 4.7834702676002396e-05 -0.0020183190082878576 0.00027524541053599059 -0.00034205974164710888 8.7866354189126774e-05 0.0021703602089950262 -0.00024165539689411373 0.00035865766476802206 2.1031025125766833e-05 0.0012251408971917738 -0.0062777010385728959 -0.0020475627249803828 -0.0029586829400325711 0.00052688178437205091 0.0010756101435129544 -0.0040967285990920468 -0.00081694599955500422 -0.00019327505167746593
leaf_weight=109.9337762594223 66.530284285545349 58.603252768516541 44.037831425666809 38.346515893936157 86.299067735671997 7045.5140793323517 51.964862942695618 47.757370471954346 179.04134392738342 59.696713089942932 75.404390096664429 102.29951679706573 130.23930847644806 205.05815446376801 46.371138095855713 40.074315667152405 50.432244539260864 53.302299976348877 38.444106578826904 245.08367478847504 45.375268459320068 67.770130634307861 672.42031633853912
leaf_count=39 36 34 29 11 39 3703 31 20 73 25 23 49 64 63 17 28 22 32 15 89 30 33 275
internal_value=0 -0.000327969 0.000120867 0.00111486 -0.000678962 1.03994e-05 -0.000108371 -6.26068e-05 0.000585651 0.00156483 -0.000186796 0.000781826 -0.000291604 -0.000868267 -0.00152807 -0.00247131 -0.00392057 -0.000583836 -0.00149814 -5.2452e-05 -0.000799325 -0.00213225 0.00014567
internal_weight=0 293.817 235.214 104.877 130.337 9266.18 2220.67 2168.7 348.672 169.63 1820.03 177.704 1642.33 481.44 276.381 138.264 90.5066 138.118 91.7464 1160.89 243.385 113.145 917.504
internal_count=4780 149 115 47 68 4631 928 897 137 64 760 72 688 197 134 70 50 64 47 491 127 63 364
is_linear=0
shrinkage=0.05


Tree=514
num_leaves=24
num_cat=0
split_feature=44 107 53 77 50 23 81 147 23 81 12 87 18 54 144 69 58 135 136 40 103 121 106
split_gain=0.013123 0.0360027 0.0668611 0.0822891 0.0555687 0.049754 0.0514071 0.0437885 0.0657797 0.05806 0.0511553 0.0462012 0.0431945 0.0367283 0.0364315 0.0483861 0.0352885 0.0351088 0.0332722 0.030606 0.0234543 0.112904 0.079046
threshold=0.019431582652032379 0.013032016810029747 0.015675474889576439 0.00057154725072905432 0.015200819820165636 0.017724351026117805 0.010180860292166473 0.0010585968848317864 0.011169348377734424 0.0031340263085439806 0.00075379351619631063 0.0013146653072908523 0.00038414125447161501 0.0045489775948226461 0.0032328735105693345 0.0030382014811038975 0.0081988852471113222 0.0027679565828293566 0.00057154725072905432 0.00747153488919139 0.00046126570669002836 0.0013146653072908523 0.0098710241727530974
decision_type=2 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 5 -4 17 7 13 9 10 -2 -9 16 -11 -7 15 -13 19 -3 -14 -12 -1 -22 -23
right_child=1 4 3 -5 -6 6 -8 8 -10 12 11 14 18 -15 -16 -17 -18 -19 -20 -21 21 22 -24
leaf_value=2.0997218701948284e-05 -0.0018762332575724826 -0.00083091578716556732 -0.0030460300330723018 -0.00011428454093280615 0.0018380010330810168 0.00056136417027698355 -0.00028710637921606244 0.0015896489331242822 -0.001144644450115392 -0.0012792221440939252 -0.00029566861648100558 0.0011357401371669008 0.00088725916704229335 0.0021492942842416965 0.0018875695416554835 -0.00096731890594544648 0.00054686218679563393 0.00088194669196757589 -0.00070422662878055601 -0.0020824138091927054 0.0004481280060398269 -0.00068316078733613535 0.00019123552711701128
leaf_weight=6509.2794567346573 62.469177842140198 54.590941667556763 37.399441599845886 66.481488943099976 75.355594754219055 71.587260365486145 69.058772325515747 84.766449332237244 71.880032420158386 58.505662083625793 66.579079627990723 68.961181640625 93.982122540473938 74.115748405456543 53.009527921676636 45.326473116874695 64.900075197219849 66.188716888427734 50.481039881706238 37.44823694229126 505.59112429618835 911.23600125312805 360.80635726451874
leaf_count=3359 31 31 26 34 21 28 32 30 40 30 38 28 31 24 20 28 23 22 24 28 272 430 150
internal_value=0 0.00014946 3.5988e-05 -0.00116978 0.000772518 0.00016471 0.000836536 -2.55581e-05 0.000253273 -0.000543299 0.000491954 0.000215211 -0.000133052 0.00136911 0.000804174 0.000301667 -0.000368067 0.000107754 0.000331132 -0.000938869 -2.2961e-05 -0.000183926 -0.000435144
internal_weight=0 1273.09 1076.95 103.881 196.135 973.071 214.762 758.309 492.871 265.438 420.991 336.225 202.969 145.703 167.297 114.288 168.927 120.78 144.463 104.027 8286.91 1777.63 1272.04
internal_count=4780 569 495 60 74 435 84 351 235 116 195 165 85 52 76 56 89 53 55 66 4211 852 580
is_linear=0
shrinkage=0.05


Tree=515
num_leaves=24
num_cat=0
split_feature=143 106 122 59 113 145 68 122 143 45 109 101 5 132 68 125 98 146 17 121 112 141 83
split_gain=0.0126023 0.0583023 0.0517486 0.0895036 0.113564 0.0982514 0.0970496 0.0857768 0.0893728 0.0878898 0.0815074 0.0768264 0.0657854 0.0781013 0.0680221 0.0603567 0.0598331 0.0520707 0.0520496 0.0664034 0.0873947 0.112368 0.0907264
threshold=0.0056525857653468856 0.079227816313505187 0.00017767510871635753 0.0022975050378590827 0.0005893622583243997 0.004017772153019906 0.013032016810029747 0.000490355829242617 0.0034400182776153092 0.0066005610860884198 0.0051502294372767219 0.0035485138650983576 0.010829726699739696 0.00062670491752214741 0.033603202551603324 0.0013986918493174019 0.010180860292166473 0.021960759535431865 0.02636832278221846 0.0063990866765379914 0.0028552538715302949 0.0044099434744566688 0.020658296532928947
decision_type=2 2 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 6 10 11 7 9 17 -4 -5 -6 13 14 -8 -7 -13 -9 19 -1 -21 22 -22
right_child=1 -3 3 4 5 15 12 8 -10 -11 -12 16 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24
leaf_value=-0.00013577548749940335 -9.2079201479545352e-05 0.0011326678769394394 0.0016930772753690167 0.0012321480096568777 0.0015605586733358182 -0.0024884038055359237 0.0028401952168021407 -0.00050275674100581523 -0.0023636235154193708 -0.0010384917848223476 0.0041055517133628252 -0.0014536704640092607 -0.00071275910999008907 -1.0639907007731355e-05 0.00067402570701449228 0.00016893828609773674 0.00090745007042693736 0.00108145516342702 -0.0010546694790865968 0.00062369588371373821 -0.0022937374146462979 0.0010000433576525343 0.00044695953145466942
leaf_weight=2739.8761796951294 4187.9234778881073 99.478256702423096 95.368354916572571 65.144051909446716 173.59400510787964 38.639287948608398 81.993984580039978 469.52911972999573 60.038280487060547 42.602803707122803 39.73274827003479 48.001347184181213 57.070634365081787 86.543044447898865 64.948870539665222 47.806165814399719 60.838968753814697 58.310480713844299 123.844895362854 705.2906608581543 91.648815870285034 76.741827130317688 45.033701062202454
leaf_count=1489 2179 41 34 33 65 23 24 247 39 24 14 30 25 49 25 22 18 22 71 223 43 24 16
internal_value=0 -6.36621e-05 5.17667e-05 0.000301327 0.00086891 0.000456138 3.67711e-05 -0.000272348 -0.000535667 0.000849622 0.00232074 0.000907587 0.000808991 0.00118095 0.00188275 -0.00101884 -0.000133864 -0.000327749 -4.65524e-05 -1.24272e-05 0.000355433 -0.000531078 -0.00139074
internal_weight=0 4287.4 5272.6 1490.16 473.757 368.88 1016.41 725.849 587.878 137.971 104.877 282.434 290.557 233.486 146.943 86.4455 108.84 527.84 3782.44 3658.59 918.715 213.424 136.683
internal_count=4780 2220 2560 694 205 158 489 366 308 58 47 113 123 98 49 45 48 269 1866 1795 306 83 59
is_linear=0
shrinkage=0.05


Tree=516
num_leaves=24
num_cat=0
split_feature=149 5 44 104 78 98 4 92 88 87 125 51 124 133 5 51 92 106 150 40 40 122 135
split_gain=0.0130983 0.0931457 0.0775435 0.12413 0.0605397 0.0586958 0.159199 0.172732 0.216528 0.0603363 0.058335 0.127062 0.147031 0.151851 0.0973792 0.0780577 0.08164 0.0698513 0.106088 0.0825697 0.122046 0.10117 0.0919188
threshold=0.0026012937305495147 0.02129978779703379 0.0013146653072908523 0.00060774214216507982 0.0042751494329422721 0.019431582652032379 0.0010585968848317864 0.00099512818269431613 0.00047558375808876013 0.00070876078098081063 0.0010585968848317864 0.00066645268816500913 0.00087947337306104611 0.0033348383149132137 0.0016846025246195497 0.045367386192083366 0.088838413357734694 0.0063990866765379914 0.0028552538715302949 0.0031340263085439806 0.00747153488919139 0.0013560238294303419 0.00044738779251929378
decision_type=2 2 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 -7 -9 -8 17 12 13 -12 -15 16 -13 19 -19 21 -21 -2 -23
right_child=10 2 4 -5 -6 6 9 8 -10 -11 11 15 -14 14 -16 -17 -18 18 -20 20 -22 22 -24
leaf_value=0.00014290826004554981 0.00086516556242853245 -3.3756353479891143e-05 0.00085483731489611071 -0.0039979351087434008 -0.0016500144079084373 0.00049098204900049143 0.0015106153561892282 -0.0057525854200363305 -0.00090144614450265916 -0.00050025059826389821 -0.0046418884938449071 -7.999673271036036e-05 -2.3865227846477406e-05 -0.0029032957161252925 7.050920993820648e-05 0.0019317974717986614 -0.0017977698460946642 -0.0013331323232503185 4.0115004002355797e-05 -0.0012158025714673259 0.00054423433591760547 0.00049557529115224776 -0.0024057855882833462
leaf_weight=4505.8608686923981 732.08819687366486 35.769232511520386 60.936559438705444 44.086626768112183 39.927929639816284 54.395760297775269 79.416701197624207 41.362957358360291 51.818476915359497 70.347414016723633 46.615114808082581 1899.8193365335464 140.79241871833801 49.338784217834473 62.273996472358704 46.419933438301086 71.782441735267639 168.68341505527496 845.96552610397339 174.08195853233337 226.84750974178314 63.465047478675842 47.903756499290466
leaf_count=2617 245 13 22 31 22 23 26 27 25 31 27 855 66 31 23 19 36 79 338 85 95 18 26
internal_value=0 5.60802e-05 -0.00105829 -0.00222229 -0.000136726 9.80082e-05 -0.000582399 -0.00174789 -0.00305485 0.000566069 -6.10784e-05 -0.00023735 -0.00119924 -0.00224509 -0.00124407 -9.48224e-05 -0.000142538 0.000119719 -0.000188185 0.000370779 -0.000219967 0.000651584 -0.000752405
internal_weight=0 4983.92 180.72 79.8559 100.864 4803.2 297.341 147.577 93.1814 149.764 4576.08 2317.04 299.02 158.228 111.613 2018.02 1971.6 2259.04 1014.65 1244.39 400.929 843.457 111.369
internal_count=4780 2837 88 44 44 2749 132 75 52 57 1943 1057 147 81 54 910 891 886 417 469 180 289 44
is_linear=0
shrinkage=0.05


Tree=517
num_leaves=24
num_cat=0
split_feature=126 93 27 113 15 62 93 126 2 74 2 21 104 24 117 31 43 60 135 97 108 102 47
split_gain=0.0128163 0.0424077 0.0554619 0.0730128 0.0880768 0.0868965 0.118065 0.0325828 0.12809 0.0941394 0.065482 0.0705225 0.0719583 0.065289 0.0522636 0.0306538 0.0421076 0.0579094 0.0425302 0.0402528 0.0675897 0.0681883 0.0451765
threshold=0.0013146653072908523 0.088838413357734694 0.00017767510871635753 0.0013146653072908523 0.044033329933881767 0.0023699469165876512 0.00057154725072905432 0.0010918468469753864 0.00087947337306104611 0.0005375427135732026 0.0012745757703669371 0.002945306478068233 0.0063990866765379914 0.004017772153019906 0.012636432424187662 0.0056525857653468856 0.012636432424187662 0.0014881226234138014 0.00096484774257987748 0.0014427106943912806 0.0016846025246195497 0.0036604277556762104 0.019431582652032379
decision_type=2 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 -5 10 9 13 -1 12 14 -9 -12 19 17 18 -17 20 -4 -22 -21
right_child=1 -3 15 5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 22 21 -23 -24
leaf_value=-1.8783499651025903e-05 -0.0011928861702117817 0.0011613981034740192 -0.0017821607488558641 -0.00084806397422411092 0.0015054619785828519 0.0001280169989348614 -0.0039880258170927009 0.0024398112213922488 -0.0018855027917881126 -0.00065078156429950341 -0.00038254379084807702 0.0022193286449620226 -0.0014391657795310058 0.00049528047877328671 0.001840621325538039 0.00086308259909480061 0.00091603694473414276 -0.0019754872919343974 -0.0012333745649444952 0.0001375006472221193 0.00063761894377198131 -0.00040254217218075623 0.0014764020780195907
leaf_weight=7494.8463505506516 59.989485144615173 60.985354781150818 55.977174043655396 70.44500470161438 60.985354781150818 60.936559438705444 52.062453627586365 100.62051236629486 45.326473116874695 62.664359211921692 44.037831425666809 66.286307573318481 44.037831425666809 75.599571466445923 66.139921545982361 51.818476915359497 38.395311236381531 73.510241508483887 45.375268459320068 185.26940822601318 269.10874605178833 380.11601984500885 95.465945601463318
leaf_count=3768 37 24 34 35 24 22 35 34 28 39 29 26 29 31 20 25 13 53 30 113 105 188 38
internal_value=0 -0.000131078 -0.000183646 -0.000786143 0.000167394 -0.00141497 -0.00218247 2.55689e-05 0.00055133 0.0010137 6.20141e-06 0.000855437 0.000269197 0.00160559 0.000952027 -3.01677e-05 -0.00058005 -0.000916555 -0.000115656 8.64523e-05 -0.000115122 2.86128e-05 0.000592803
internal_weight=0 1560.44 1499.46 304.419 120.975 183.444 122.507 7999.56 284.211 238.884 7715.35 220.502 154.216 176.22 110.178 1195.04 209.099 170.704 97.1937 985.937 705.202 649.225 280.735
internal_count=4780 776 752 153 61 92 70 4004 132 104 3872 104 78 65 49 599 121 108 55 478 327 293 151
is_linear=0
shrinkage=0.05


Tree=518
num_leaves=24
num_cat=0
split_feature=110 4 10 29 71 101 141 91 11 27 81 103 110 121 149 24 0 50 115 68 61 37 106
split_gain=0.0136454 0.0606928 0.0634385 0.0871894 0.0513266 0.054646 0.0349324 0.0492367 0.0401104 0.0185029 0.0182962 0.05005 0.0607201 0.0800647 0.0454105 0.0875204 0.0696525 0.0652778 0.0509956 0.0468675 0.0436105 0.0428472 0.0417008
threshold=0.024066280573606495 0.0012745757703669371 0.00899649551138282 0.015675474889576439 0.015200819820165636 0.00075379351619631063 0.0018488886416889729 0.0016331639490090313 0.0022272822679951791 0.0011980500421486797 0.013860232196748258 0.00017767510871635753 0.0011261500185355546 0.0013146653072908523 0.00042089859198313212 0.0081988852471113222 0.0020932231564074759 0.00244467705488205 0.0028552538715302949 0.0017376682371832433 0.00244467705488205 0.0011261500185355546 0.0013986918493174019
decision_type=2 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 -2 8 -8 -3 -9 -1 14 13 -13 -12 16 -16 -18 -17 22 -21 -14 -19
right_child=1 6 3 -5 -6 -7 7 9 -10 -11 11 12 21 -15 15 18 17 19 -20 20 -22 -23 -24
leaf_value=-4.1480031915136315e-05 0.0032457951341502453 -0.00094025557696284954 -0.0013529466204836758 0.0016222644489013644 0.00016980917845738576 0.00086563213111784821 -0.0022253084721826993 0.00066915537389578223 0.0011638395860662965 -0.00081578203986611489 -0.00017986743435012851 -0.00017059213338111264 -0.00036645670158368446 -0.0030067002057375114 0.0027334136424259159 0.00022689871345383402 -7.2143624705698823e-05 0.001039608566849043 -0.0015036041806912948 0.0014004083519070704 -0.00043193136463554407 0.0014408823755356417 0.0029097961545493621
leaf_weight=7874.9823331832886 51.72088623046875 35.96441388130188 61.278126835823059 41.167775988578796 50.481039881706238 45.180087089538574 44.135422110557556 37.204260230064392 61.180536150932312 48.09893786907196 294.59767758846283 57.217020392417908 111.71037137508392 44.037831425666809 48.948421478271484 139.21100497245789 154.41076576709747 61.082945466041565 61.326922178268433 72.827106714248657 58.603252768516541 46.419933438301086 58.212890028953552
leaf_count=3903 21 21 36 19 24 22 33 18 32 34 181 31 58 29 15 55 86 28 38 25 34 19 18
internal_value=0 0.000260839 0.000798293 -0.000157361 0.00146257 0.00213604 -0.00033175 -0.000869584 0.000384874 -0.000168139 -1.36804e-05 0.000167456 -0.000448062 -0.00140407 0.000335653 0.00056765 0.000951851 0.000736604 -0.00030231 0.00123467 0.00058339 0.000164097 0.00195221
internal_weight=0 476.411 249.828 102.446 147.382 96.901 226.584 129.439 97.145 85.3032 9083.59 1208.61 259.385 101.255 949.221 654.623 454.085 405.137 200.538 250.726 131.43 158.13 119.296
internal_count=4780 260 122 55 67 43 138 85 53 52 4520 617 137 60 480 299 206 191 93 105 59 77 46
is_linear=0
shrinkage=0.05


Tree=519
num_leaves=24
num_cat=0
split_feature=93 106 27 77 98 76 40 27 53 115 77 131 53 60 117 94 96 85 116 67 82 100 60
split_gain=0.0137566 0.0499195 0.0674566 0.0864893 0.0782939 0.0830503 0.0572543 0.0543965 0.113691 0.149943 0.0969144 0.0887437 0.087561 0.0948026 0.0856979 0.078871 0.0764456 0.0733919 0.115768 0.0456454 0.0536907 0.0751334 0.0554495
threshold=0.000490355829242617 0.0030382014811038975 0.00064626874518580746 0.0063990866765379914 0.0011261500185355546 0.000490355829242617 0.00047558375808876013 0.00090704852482303988 0.0072436286136507997 0.00055427959887310873 0.00082683752407319855 0.001792412775103003 0.0020932231564074759 0.00017767510871635753 0.0019672545604407792 0.0016846025246195497 0.0013986918493174019 0.00060774214216507982 0.00046126570669002836 0.0011615398107096555 0.00085274505545385193 0.00099512818269431613 0.0070226341485977182
decision_type=2 2 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 8 12 -10 11 -9 14 -14 15 17 -16 18 -1 20 22 -22 -12
right_child=-2 2 -4 -5 -6 -7 -8 10 9 -11 19 -13 13 -15 16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0026425960666618536 -4.5032135800809378e-05 0.0017779782054212418 5.366629998944218e-05 0.0026543714738865611 0.00098651292640825885 -0.0016298654186711174 -0.00067265925630242453 0.0020667498416843864 -0.0041617817045927867 -0.00027266870678807696 -0.00031802425971948222 -0.00049972078826832436 0.0017602562508891599 -0.00087438474175046885 -0.0030576227288089341 -0.0020784523944698263 -0.00023182340053305153 -0.0010236893330044128 -0.00066078695605333233 0.00026405902014857815 -0.00205618925610173 -0.00012633036851606168 0.0012172033623985196
leaf_weight=59.647917747497559 6113.6819970607758 50.383449196815491 1083.7653785943985 53.058323264122009 320.68324625492096 71.977623105049133 45.228882431983948 105.92146515846252 45.424063801765442 54.542146325111389 326.59857571125031 49.387579560279846 95.465945601463318 53.155913949012756 57.265815734863281 39.927929639816284 41.118980646133423 58.798434138298035 47.757370471954346 512.2095513343811 95.953899025917053 106.31182789802551 71.733646392822266
leaf_count=23 2967 20 559 22 120 44 24 36 32 29 201 33 38 26 33 22 17 42 20 328 58 52 34
internal_value=0 7.98859e-05 0.000281337 0.000737141 0.000528805 -0.000347018 0.000618718 -9.98711e-05 -0.000513633 -0.00203986 8.0596e-05 0.00125062 -0.000176934 0.000817954 -0.000662497 -8.30136e-05 -0.00187661 0.00039636 0.00117376 -8.2699e-05 -0.000378426 -0.00104185 -4.15528e-05
internal_weight=0 3446.32 1625.1 541.332 488.273 167.59 95.6123 1821.22 553.105 99.9662 1268.12 155.309 453.138 148.622 304.516 206.132 98.3848 166.204 107.405 1112.81 600.598 202.266 398.332
internal_count=4780 1813 789 230 208 88 44 1024 282 61 742 69 221 64 157 107 50 85 43 673 345 110 235
is_linear=0
shrinkage=0.05


Tree=520
num_leaves=24
num_cat=0
split_feature=123 145 143 87 101 45 128 61 43 11 1 51 82 37 71 75 77 36 98 51 83 10 123
split_gain=0.0137211 0.0304055 0.0148471 0.0749379 0.0706905 0.0670404 0.128155 0.0946968 0.07265 0.0581158 0.064658 0.0349325 0.0280371 0.0724967 0.101995 0.084683 0.0607478 0.0733898 0.0581318 0.0542429 0.0570369 0.0679254 0.0654792
threshold=0.021960759535431865 0.0012745757703669371 0.00017767510871635753 0.0022975050378590827 0.000490355829242617 0.00017767510871635753 0.00046126570669002836 0.00043393640953581786 0.0027679565828293566 0.00044738779251929378 0.0005375427135732026 0.0011261500185355546 0.00017767510871635753 0.0012745757703669371 0.15819545835256579 0.0023699469165876512 0.0026833302108570938 0.00017767510871635753 0.0016331639490090313 0.027182282879948619 0.00040826165059115743 0.00068727668258361529 0.00052132029668428015
decision_type=2 2 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 -1 -7 -9 10 -6 -11 13 14 19 16 17 18 -15 20 -4 -22 -23
right_child=1 -3 12 -5 9 7 -8 8 -10 11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 21 22 -24
leaf_value=-0.0037180698181257382 0.0015409086393225401 -0.00024537497730203425 0.0017295043981638151 -0.0022033312170990876 0.0023966385664317942 0.0014051949369485658 -0.00013364825935142108 -8.5986587126446378e-05 -0.0027290389656539414 -0.00099038937314186912 -0.00012642136663634031 0.00078023855630821081 -3.4662043651437114e-05 -0.0028720988137922285 0.0022253887096590273 0.00031446601492884978 -0.0023739991963286694 0.0015956611543296397 -0.00012197609073758337 -0.0016985377221108496 -0.00051841131612452357 0.00061545206618357105 -0.00038020329595742287
leaf_weight=42.602803707122803 45.033701062202454 50.578630566596985 66.579079627990723 45.375268459320068 66.139921545982361 71.587260365486145 60.135871171951294 86.591839790344238 37.155464887619019 62.22520112991333 41.21657133102417 50.432244539260864 7118.9489161968231 33.435925841331482 68.814795613288879 181.40348315238953 69.546725749969482 30.565870404243469 45.180087089538574 34.724567532539368 245.30768871307373 798.21702539920807 208.20101916790009
leaf_count=24 16 28 38 30 20 28 43 51 16 21 21 22 3430 25 22 116 52 15 22 24 152 426 138
internal_value=0 0.00059597 -6.02069e-06 -0.000254923 -8.4277e-05 -0.000586056 -0.00162001 -4.22372e-05 -0.00087957 0.00059553 0.00142798 -0.00019775 9.73578e-06 0.000187104 0.000347607 -0.000446581 -0.00121902 -0.000483316 -0.00129162 0.000252103 0.000303484 0.000227634 0.000409478
internal_weight=0 95.6123 9464.39 563.462 518.087 298.073 102.739 195.335 123.747 220.014 107.356 112.657 8900.93 1781.98 1421.84 360.132 178.729 109.182 78.616 1353.03 1318.3 1251.73 1006.42
internal_count=4780 44 4736 276 246 162 67 95 67 84 41 43 4460 1030 800 230 114 62 47 778 754 716 564
is_linear=0
shrinkage=0.05


Tree=521
num_leaves=24
num_cat=0
split_feature=115 85 30 123 95 149 71 101 3 52 101 144 70 144 58 15 5 149 82 30 36 98 8
split_gain=0.0135526 0.0615502 0.0834437 0.101175 0.0710796 0.0668532 0.0621983 0.0675043 0.0604954 0.0647806 0.0827515 0.056076 0.0550997 0.0545536 0.0542639 0.0516505 0.0709279 0.0499413 0.0507573 0.0498603 0.0635065 0.048099 0.0471636
threshold=0.00747153488919139 0.0025217677466571335 0.0010918468469753864 0.0017376682371832433 0.0049928687512874612 0.0070226341485977182 0.0079489401541650313 0.0035485138650983576 0.0037758676335215573 0.00096484774257987748 0.0013146653072908523 0.0062037324532866487 0.0019071503775194289 0.0032328735105693345 0.0035485138650983576 0.0014881226234138014 0.0031340263085439806 0.010180860292166473 0.00047558375808876013 0.00044738779251929378 0.00037263428384903824 0.0037758676335215573 0.004017772153019906
decision_type=2 2 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 6 4 5 -4 12 -8 11 -10 22 13 14 -1 -3 -15 19 18 -5 -17 -21 -6 -11
right_child=-2 2 3 17 21 -7 7 -9 9 10 -12 -13 -14 15 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-1.1968870436098871e-05 0.00010743683614543594 0.0005019473987215447 -0.0016116999536824796 0.0010644695404850913 -0.0013633924327295561 -0.0040807472000096261 0.00040822618285615218 -0.0017249184616993562 0.0026842805446339324 -0.0020495514775349401 0.0018765828733239348 -0.00084426069930175561 -0.00020063494635076497 0.0022250590121817944 0.0028918752325285454 -0.0017907060226380546 0.0018321785126673236 0.0014260562864530232 -0.0011978853553090032 0.0014712596135738601 -0.0010691953543844042 0.0010869957064570212 0.00055825682439438211
leaf_weight=5959.5462638139725 2245.7741469144821 51.964862942695618 152.27264046669006 35.915618538856506 45.424063801765442 33.435925841331482 78.323240876197815 70.44500470161438 41.070185303688049 34.724567532539368 53.009527921676636 194.4362860918045 77.278575897216797 47.757370471954346 43.745059370994568 37.399441599845886 59.599122405052185 47.610984444618225 80.051040649414062 55.733197331428528 44.037831425666809 35.818027853965759 34.626976847648621
leaf_count=2677 1365 31 106 19 32 25 35 35 15 24 20 112 46 20 17 26 21 14 52 24 29 15 20
internal_value=0 -3.29876e-05 -0.000461364 -0.000916602 -0.0015166 -0.00205624 0.000147769 -0.000601864 1.6123e-05 0.000966043 0.000389321 -8.1399e-06 0.000792446 1.80642e-05 0.00159428 0.000750023 0.000392021 6.257e-05 -0.00049722 -0.000233712 0.000349931 -0.000283065 -0.000747482
internal_weight=0 7314.23 752.285 430.528 266.951 185.709 321.757 148.768 6561.94 163.431 122.361 6398.51 172.988 6204.07 95.7099 244.527 196.77 163.578 115.967 137.17 99.771 81.2421 69.3515
internal_count=4780 3415 427 263 178 131 164 70 2988 79 64 2909 94 2797 48 120 100 85 71 79 53 47 44
is_linear=0
shrinkage=0.05


Tree=522
num_leaves=24
num_cat=0
split_feature=125 145 39 43 108 116 36 21 117 118 1 14 12 23 111 117 10 0 115 141 116 113 95
split_gain=0.0130536 0.0304409 0.0356589 0.0684708 0.0521531 0.0395531 0.0303574 0.0278582 0.0447361 0.0314482 0.0251133 0.0207454 0.0486748 0.0328771 0.0206043 0.0259664 0.0825667 0.0902406 0.0919938 0.0857315 0.0765384 0.085124 0.125053
threshold=0.027182282879948619 0.00017767510871635753 0.0016846025246195497 0.00099512818269431613 0.00073092587990686308 0.0022975050378590827 0.00037263428384903824 0.00087947337306104611 0.0056525857653468856 0.014293605927377941 0.00046126570669002836 0.037906534969806678 0.0033348383149132137 0.0014881226234138014 0.0035485138650983576 0.0023699469165876512 0.010500331409275534 0.00087947337306104611 0.00017767510871635753 0.022641776129603389 0.0022975050378590827 0.00093549740267917525 0.00039601318712811922
decision_type=2 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 -4 6 -3 8 -6 -9 -2 14 -13 -14 15 16 17 19 -19 20 21 22 -1
right_child=1 2 4 -5 7 -7 -8 9 -10 -11 -12 12 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0014234837102349079 -0.0015978057651633494 0.0014248205134602451 0.0017872131277845045 0.0021666059461651547 -0.00071157709777321229 -0.00083672160719514476 -1.9170509586812639e-05 -0.00013574720746760719 0.0011323753524845267 -0.0017803020984576612 0.00010278285341110798 -0.0018796996449918512 0.0012019442854299569 -0.00084527298687679577 -0.00073935759569018734 -4.721056112624826e-05 -0.0003247614295110357 -0.0013673940474907161 0.00024395015346549153 0.0027866022899962137 -0.00064032952849852329 0.0021154671446241284 -0.00092635165671142358
leaf_weight=138.21513533592224 38.736878633499146 76.839417815208435 34.578181505203247 66.139921545982361 65.33923327922821 54.590941667556763 69.156363010406494 67.916516661643982 66.237512230873108 50.822607278823853 49.387579560279846 49.289988875389099 37.253055572509766 41.411752700805664 94.860438704490662 6596.5078592300415 629.19204294681549 98.482387065887451 880.67900061607361 54.249374270439148 87.83168613910675 116.37698471546173 95.90510368347168
leaf_count=68 27 28 18 20 41 31 36 39 24 38 33 29 20 29 67 3167 333 54 523 17 48 34 56
internal_value=0 0.000218168 0.000356023 0.000771495 -3.29549e-05 0.000311482 0.00074082 -0.00028439 0.000216693 -0.000839648 -0.000644745 -1.56466e-05 -0.000647717 0.000124222 -6.44807e-06 1.54556e-06 0.00015463 0.000359578 8.18839e-05 0.000911585 0.000679525 0.00101027 0.000460896
internal_weight=0 639.745 551.621 266.727 284.894 200.587 145.996 250.316 131.577 118.739 88.1245 8920.25 127.955 78.6648 8792.3 8697.44 2100.93 1471.74 979.161 492.578 438.329 350.497 234.12
internal_count=4780 335 275 115 160 95 64 142 65 77 60 4445 78 49 4367 4300 1133 800 577 223 206 158 124
is_linear=0
shrinkage=0.05


Tree=523
num_leaves=24
num_cat=0
split_feature=81 138 96 113 5 27 77 19 33 36 33 51 11 108 37 81 21 77 93 26 113 77 4
split_gain=0.0124479 0.0544898 0.0560231 0.0885025 0.121403 0.05472 0.0473903 0.0512445 0.0422227 0.05375 0.054508 0.0665781 0.0668148 0.0515038 0.0380624 0.0368235 0.0618828 0.0922175 0.0658366 0.06189 0.0625728 0.0600476 0.0656399
threshold=0.011880517937242987 0.0045489775948226461 0.0018488886416889729 0.0014881226234138014 0.00017767510871635753 0.00043393640953581786 0.020035739988088611 0.0026012937305495147 0.0098710241727530974 0.0060143163427710542 0.00244467705488205 0.0030382014811038975 0.0016846025246195497 0.0022975050378590827 0.00017767510871635753 0.0079489401541650313 0.002945306478068233 0.00068727668258361529 0.010829726699739696 0.00055427959887310873 0.0023699469165876512 0.004017772153019906 0.0010585968848317864
decision_type=2 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 -4 7 -2 9 10 11 12 -7 -10 -9 -1 17 -17 19 20 21 22 -19
right_child=1 -3 5 4 -6 8 -8 14 13 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=1.3951632223055892e-05 -0.0014600582455183988 -0.00062564289352679101 -0.0013059171782709034 0.0027996532930521004 -0.00049933066626152163 -0.00045856769273037003 0.0016076296243582651 -0.00043369327842457682 0.0020022724490611908 0.0012557102149121039 -0.00073337545862488176 -0.00074222976326895191 0.0018486517652513926 0.0003236813550710093 0.0013081357470242762 -0.0022154062874079664 0.00023961305132071898 -0.00083085576158469041 -0.00206961592091894 0.001143454452218073 -0.0020822306481117873 -0.00073767829033599317 0.0013942731256977739
leaf_weight=7107.7703362703323 54.786123037338257 205.62373578548431 69.107567667961121 92.742276191711426 39.879134297370911 49.338784217834473 46.419933438301086 67.867721319198608 55.684401988983154 64.948870539665222 283.50781857967377 90.555355548858643 86.20147705078125 254.78730142116547 58.310480713844299 78.567217588424683 322.75261342525482 52.013658285140991 52.013658285140991 73.022288084030151 50.627425909042358 212.11573958396912 91.356043815612793
leaf_count=3510 39 140 34 34 20 31 19 37 22 25 157 52 35 110 22 45 151 33 33 33 30 137 31
internal_value=0 0.000131231 0.00024966 0.000781134 0.00180765 4.91276e-05 0.00018242 -0.000183167 0.000154937 -9.89331e-05 -0.000271582 0.000307474 0.00100879 0.000624744 0.000371255 -2.48052e-05 -0.000320231 -0.000616583 -0.000380086 -0.000196675 -0.000437641 -0.000203423 0.00058701
internal_weight=0 1519.76 1314.14 360.006 132.621 954.132 227.384 180.964 885.024 574.552 509.603 226.096 135.54 310.472 126.178 8040.24 932.469 609.716 531.149 479.135 406.113 355.485 143.37
internal_count=4780 777 637 171 54 466 117 98 432 300 275 118 66 132 59 4003 493 342 297 264 231 201 64
is_linear=0
shrinkage=0.05


Tree=524
num_leaves=24
num_cat=0
split_feature=115 83 78 99 83 91 70 128 51 114 125 50 110 12 149 129 143 135 150 5 125 135 141
split_gain=0.0128591 0.0456434 0.071293 0.127693 0.0715724 0.0742793 0.124649 0.106414 0.07655 0.0629826 0.0619906 0.0636052 0.0601527 0.0586276 0.0717422 0.0575019 0.0597907 0.0574639 0.0505747 0.0482275 0.0650926 0.0789605 0.0485776
threshold=0.0063990866765379914 0.0063990866765379914 0.048151826485991485 0.00017767510871635753 0.023343417793512348 0.0035485138650983576 0.0068083447404205808 0.0035485138650983576 0.0038949446752667431 0.00040826165059115743 0.0013986918493174019 0.0033348383149132137 0.0019071503775194289 0.00747153488919139 0.0041444667149335155 0.00040826165059115743 0.0079489401541650313 0.00039601318712811922 0.0015349716995842757 0.0019672545604407792 0.0036604277556762104 0.00044738779251929378 0.022641776129603389
decision_type=2 2 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 5 7 -7 13 -9 -2 -6 -12 18 14 15 -3 -17 -13 -10 22 21 -21 -11
right_child=1 2 3 -5 10 6 -8 8 12 19 11 17 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-3.4456194814015455e-05 -0.0025919720721705557 0.0018462207403417644 0.0035569619406616961 0.0003230028862359353 0.00018358664360667128 -0.0013847853012899358 0.0016970806707243226 -0.00054860790759731035 0.0015866007418317816 -1.6499754386815839e-05 -1.6894400311207391e-05 -0.0034800469892754685 0.0026564769489960359 0.0027005500180064465 0.0018079608410353446 -0.0017027182627951645 0.00083361874127626113 -0.0008819854778615194 -0.0004623761845934561 0.0012385702613882926 -0.0017692380510273891 -0.0014495693514167234 0.0014866734928969897
leaf_weight=7065.4913604259491 25.411303639411926 35.818027853965759 45.082496404647827 94.518871307373047 171.60226583480835 120.17415165901184 45.131291747093201 216.07925534248352 50.481039881706238 886.35035336017609 63.953000903129578 40.123111009597778 37.106669545173645 61.034150123596191 129.8001503944397 49.43637490272522 43.842650055885315 45.326473116874695 74.652497172355652 61.131740808486938 90.848127603530884 49.387579560279846 57.217020392417908
leaf_count=3284 19 15 18 53 91 82 20 138 24 594 38 30 14 26 46 35 21 28 46 30 64 33 31
internal_value=0 9.75943e-05 0.000298667 0.00136737 0.00017272 0.000409679 -0.000543382 0.000635309 6.76834e-05 -0.000129905 -0.000464741 -0.0012094 0.00088849 0.00130653 0.000977892 0.000143302 -0.000510599 -0.00210191 0.000364217 -7.52604e-05 -0.000777716 3.73259e-05 7.46512e-05
internal_weight=0 2494.51 1324.16 139.601 1184.56 863.556 165.305 698.251 378.319 1170.35 321.005 149.403 162.24 319.931 258.897 129.097 93.279 85.4496 125.134 1144.93 201.367 110.519 943.567
internal_count=4780 1496 725 71 654 467 102 365 222 771 187 96 84 143 117 71 56 58 70 752 127 63 625
is_linear=0
shrinkage=0.05


Tree=525
num_leaves=24
num_cat=0
split_feature=105 124 47 85 72 102 116 125 144 29 21 145 33 117 33 81 110 44 81 75 51 10 104
split_gain=0.0133685 0.0836103 0.107144 0.0836879 0.0756232 0.0755773 0.0673506 0.113496 0.0909202 0.116467 0.115413 0.0977018 0.0945074 0.104823 0.0904151 0.0896565 0.0825907 0.0779024 0.0654085 0.062397 0.0607834 0.0587666 0.0527489
threshold=0.00017767510871635753 0.0026012937305495147 0.00747153488919139 0.00017767510871635753 0.0014881226234138014 0.00042089859198313212 0.0030382014811038975 0.0022975050378590827 0.00039601318712811922 0.018276390619575981 0.000490355829242617 0.0072436286136507997 0.0036604277556762104 0.00062670491752214741 0.011519505176693203 0.0018488886416889729 0.0019071503775194289 0.00044738779251929378 0.0013146653072908523 0.00064626874518580746 0.00017767510871635753 0.00050559637020342063 0.0092791137285530585
decision_type=2 2 2 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 6 18 -3 7 8 9 12 -11 -10 13 17 -14 -12 20 -1 -4 -7 21 -15 -5
right_child=-2 2 4 22 -6 19 -8 -9 11 10 15 -13 14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.001527694092224076 2.9908376604584227e-05 0.0012185783177963978 0.0031215645354122534 -0.0016866555391105702 0.00015680734339252618 -0.0026973675634322735 -0.00093713965188974328 0.0017204585656312996 -0.0033828982471898065 -0.0035209315983676494 -0.001892786659003901 0.00012215909995712691 -0.0023163379947647093 0.0019501035919009904 0.00036481938365517323 0.0012131861306752235 -0.00029849609078463983 0.0012186637137688002 0.00085031746912706755 -0.00028810036471060201 0.0020170871930198487 -0.00017182423780098799 -2.4137623254964524e-05
leaf_weight=85.156812071800232 7612.2480374574661 75.745957493782043 67.526153922080994 161.19554162025452 89.217918515205383 30.663461089134216 220.7946640253067 90.116197466850281 42.70039439201355 41.314162015914917 46.615114808082581 37.204260230064392 61.082945466041565 51.574500203132629 64.802484512329102 46.322342753410339 96.803382635116577 37.057874202728271 59.745508432388306 217.46548771858215 168.04907560348511 88.827555775642395 67.770130634307861
leaf_count=46 3844 37 23 95 51 19 116 34 28 25 27 18 28 15 19 15 39 12 27 141 53 35 33
internal_value=0 -0.000116889 0.000411796 -0.000319876 0.00127295 -0.000163829 -0.000149923 3.1581e-05 -0.000143858 1.9182e-05 -0.00132214 -0.00175091 0.000294797 0.000588574 -0.000936149 -0.000344692 0.000975651 -0.000694945 0.00205537 -0.000585835 0.00137553 0.000607633 -0.00119458
internal_weight=0 1947.75 540.364 1407.39 216.49 323.875 1178.42 957.627 867.511 787.606 134.252 79.9047 653.355 527.469 125.885 92.9375 405.255 122.215 127.272 248.129 308.451 140.402 228.966
internal_count=4780 936 298 638 101 197 510 394 360 314 67 46 247 200 47 42 142 58 50 160 103 50 128
is_linear=0
shrinkage=0.05


Tree=526
num_leaves=24
num_cat=0
split_feature=131 68 28 8 124 34 97 105 24 34 89 51 70 96 71 29 58 101 98 71 35 23 106
split_gain=0.0126547 0.0402445 0.0594097 0.0508177 0.0474649 0.0421302 0.0419583 0.0582086 0.0577066 0.040974 0.0339881 0.033135 0.0310274 0.0343874 0.0304223 0.0209907 0.0657114 0.0894831 0.113874 0.085129 0.0979022 0.112412 0.0628371
threshold=0.020658296532928947 0.015675474889576439 0.0053125319536775359 0.0044099434744566688 0.00040826165059115743 0.0041444667149335155 0.00057154725072905432 0.0060143163427710542 0.0022975050378590827 0.0053125319536775359 0.00096484774257987748 0.0015833032084628942 0.0041444667149335155 0.00066645268816500913 0.0079489401541650313 0.0017376682371832433 0.0020932231564074759 0.028020657598972324 0.015675474889576439 0.15819545835256579 0.00044738779251929378 0.0031340263085439806 0.000490355829242617
decision_type=2 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 9 -3 7 8 -6 -2 12 -7 13 -8 -15 16 17 18 22 20 21 -18 -1
right_child=1 5 3 -5 6 11 10 -9 -10 -11 -12 -13 -14 14 -16 -17 19 -19 -20 -21 -22 -23 -24
leaf_value=-0.00044007601635419737 -0.00040344309120464406 0.0020952558480491746 0.0021958813858668608 -4.838112393141029e-05 -4.2361195146644093e-05 -0.00068830671018481977 -0.0001755051010812647 -0.0008165666136796967 0.0020919157147071994 -0.002815456990858767 0.0002281954122882909 0.0010737848248200499 -4.9714396349048795e-05 -0.00098854600334126355 -0.0031898756308176689 2.204987936863937e-05 -0.00068438958921672758 0.0022634108957755054 -0.0027444373670371318 0.00063909602039742097 -0.0004778064973794208 -0.0042166862752927954 0.00045254026451475377
leaf_weight=309.89502906799316 43.842650055885315 50.383449196815491 53.155913949012756 48.001347184181213 55.928378701210022 45.277677774429321 36.013209223747253 51.916067600250244 73.022288084030151 29.423614740371704 136.12580537796021 64.948870539665222 73.315060138702393 30.71225643157959 32.098488807678223 6918.7725192308426 51.672090888023376 46.419933438301086 35.96441388130188 142.88174867630005 648.30652415752411 39.927929639816284 541.9946962594986
leaf_count=216 21 20 26 30 32 26 23 29 33 22 90 25 45 21 24 3298 19 19 21 44 363 22 311
internal_value=0 0.000187289 1.53935e-05 0.00113093 -0.000185255 0.000897468 -7.47927e-06 0.000597094 0.00116624 -0.0013721 -0.000362197 0.000349972 -0.000829074 -0.00140726 -0.0021135 -1.76694e-05 -0.000168907 0.000123371 1.14827e-05 -0.000478232 -0.000693996 -0.0022241 0.00012783
internal_weight=0 824.165 663.555 101.157 562.398 160.61 489.132 180.867 128.951 73.2663 308.265 110.227 172.139 98.824 62.8107 8735.83 1817.06 934.274 887.854 882.788 739.907 91.6 851.89
internal_count=4780 467 396 56 340 71 297 94 65 43 203 51 113 68 45 4313 1015 567 548 448 404 41 527
is_linear=0
shrinkage=0.05


Tree=527
num_leaves=24
num_cat=0
split_feature=110 4 133 95 43 135 136 100 99 93 36 52 70 149 58 81 78 35 150 67 46 71 109
split_gain=0.0129709 0.0541037 0.0476274 0.0382418 0.03271 0.0366082 0.0229002 0.0338155 0.0316797 0.0219568 0.0511323 0.0609212 0.0952386 0.110614 0.152244 0.103508 0.0977983 0.141385 0.132818 0.0903553 0.111522 0.0961326 0.0623493
threshold=0.024066280573606495 0.0012745757703669371 0.012252715881913902 0.00039601318712811922 0.00017767510871635753 0.0053125319536775359 0.00017767510871635753 0.0058306583669036635 0.00085274505545385193 0.000490355829242617 0.00042089859198313212 0.0011615398107096555 0.00017767510871635753 0.0010263677686452868 0.013860232196748258 0.0025217677466571335 0.00068727668258361529 0.00073092587990686308 0.0046923852059990176 0.00040826165059115743 0.0038949446752667431 0.030689206905663017 0.0017376682371832433
decision_type=2 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 -3 -5 -6 7 8 -2 -1 11 12 13 -11 15 -15 18 -18 -14 22 -21 -22 -13
right_child=1 3 -4 4 5 -7 -8 -9 -10 10 -12 19 16 14 -16 -17 17 -19 -20 20 21 -23 -24
leaf_value=8.7589505576658505e-05 -0.0001889781904176669 -0.0017970297325555424 0.0021818202184040367 0.0010120382318287273 -0.0010163685551419315 0.00072551650349563825 0.0013325040786837277 -0.00091953704089735202 0.0016084101743969886 0.00013843482220209384 8.8766059915580821e-05 0.00078882692849986408 0.0017138505069535627 -0.0056611617873377051 -0.00030696007187818038 -0.0017501744779147652 -0.0030437563417896182 -0.00034968896146107196 -0.00059639849987757818 2.8365218671801749e-05 -0.00094567562936325941 -0.0034193435901339339 -5.3271406337221004e-05
leaf_weight=3382.2673743963242 52.013658285140991 36.110799908638 47.757370471954346 54.542146325111389 90.750536918640137 45.180087089538574 51.818476915359497 51.867272257804871 46.371138095855713 58.603252768516541 2627.1122735738754 253.05950164794922 112.51105964183807 40.074315667152405 46.273547410964966 29.277228713035583 61.229331493377686 237.98616409301758 139.16220963001251 220.55068731307983 149.25619900226593 53.302299976348877 1672.9230314493179
leaf_count=1771 33 27 20 29 60 22 25 27 17 34 1334 93 37 28 13 16 34 121 53 106 90 32 758
internal_value=0 0.00025431 0.000761752 -0.000305188 -2.23568e-05 -0.000437408 0.000426132 0.000113546 0.000658174 -1.33379e-05 -7.32124e-05 -0.000211634 -0.000612254 -0.00163119 -0.0025281 -0.00401011 -0.000289999 -0.000900984 0.000436403 -8.797e-05 -0.000749572 -0.00159661 5.73739e-05
internal_weight=0 476.411 249.828 226.584 190.473 135.931 202.071 150.252 98.3848 9083.59 5701.32 3074.21 725.117 174.228 115.625 69.3515 550.889 299.215 251.673 2349.09 423.109 202.558 1925.98
internal_count=4780 260 122 138 111 82 102 77 50 4520 2749 1415 336 91 57 44 245 155 90 1079 228 122 851
is_linear=0
shrinkage=0.05


Tree=528
num_leaves=24
num_cat=0
split_feature=136 37 126 72 128 17 106 35 141 96 68 146 36 98 70 112 29 131 97 120 142 143 91
split_gain=0.0128376 0.0459758 0.0431618 0.0508866 0.0334569 0.0208461 0.0715083 0.0980529 0.0748008 0.119679 0.100029 0.112872 0.0934729 0.0760197 0.107444 0.0718245 0.0619143 0.115417 0.120904 0.0707454 0.0706755 0.0887897 0.0898002
threshold=0.0044099434744566688 0.0053125319536775359 0.0013146653072908523 0.0014881226234138014 0.00060774214216507982 0.0028552538715302949 0.000490355829242617 0.00044738779251929378 0.00046126570669002836 0.0016331639490090313 0.0079489401541650313 0.0046923852059990176 0.00068727668258361529 0.0032328735105693345 0.0012357163941487672 0.00093549740267917525 0.0041444667149335155 0.000490355829242617 0.00064626874518580746 0.00096484774257987748 0.015675474889576439 0.00899649551138282 0.0022272822679951791
decision_type=2 2 2 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 -1 7 -7 15 10 11 13 -13 -10 -15 -8 -11 -18 20 -20 21 -19 -23
right_child=1 -3 -4 4 -6 6 8 -9 9 16 -12 12 -14 14 -16 -17 17 18 19 -21 -22 22 -24
leaf_value=-5.785384321858893e-05 0.0015775700739754908 -0.0010617275185163138 -0.00060716691320254323 0.001000807020409077 -0.00052571764690505858 -0.0026340193450886664 0.0004714551901969808 -0.00020177857281368419 -0.0009112447739847081 0.00084522076061446468 0.00034058009479466018 0.00103153533075023 -0.0016368321383982511 -0.0047412477398426807 -0.0010230551688980942 0.002236188161542418 -0.0010221467771650463 0.00079920509344328164 -0.0010046606205920761 0.00086353662456155442 0.001492606663478682 0.0010444400909755882 -0.0019256467229904152
leaf_weight=6685.5682986974716 116.37698471546173 54.542146325111389 68.961181640625 66.188716888427734 78.420831561088562 50.578630566596985 209.75360035896301 229.25844430923462 66.774260997772217 397.40511059761047 168.78100574016571 74.359725117683411 58.749638795852661 46.761500835418701 33.240744471549988 79.514291882514954 184.83025014400482 304.82918322086334 201.31865262985229 67.721335291862488 205.64369857311249 39.781543612480164 70.640186071395874
leaf_count=3373 34 29 28 22 39 28 94 140 46 197 83 34 40 33 17 30 95 116 125 31 87 16 43
internal_value=0 0.000283045 0.000505343 0.000799305 0.000172982 -1.18607e-05 0.000111632 -0.000641389 0.000206978 9.40965e-05 -0.000620812 -0.00120057 -0.000146185 -0.00215677 -0.00319635 0.000956547 0.000311976 0.000114804 0.000350936 -0.000534408 0.000734565 0.000359162 -0.000855616
internal_weight=0 384.49 329.948 260.987 144.61 9175.51 2489.94 279.837 2210.1 1920.84 448.667 279.886 133.109 146.777 80.0022 289.268 1472.17 1074.76 889.935 269.04 620.895 415.251 110.422
internal_count=4780 152 123 95 61 4628 1255 168 1087 963 253 170 74 96 50 124 710 513 418 156 262 175 59
is_linear=0
shrinkage=0.05


Tree=529
num_leaves=24
num_cat=0
split_feature=123 61 34 106 85 131 89 97 49 94 34 27 46 140 66 113 143 127 99 105 19 23 105
split_gain=0.0127253 0.0511945 0.0141052 0.0362738 0.0357339 0.0376786 0.0174048 0.034011 0.0193444 0.0283677 0.022573 0.0579422 0.0705646 0.0845854 0.0770784 0.0985659 0.0676822 0.0541828 0.0485139 0.0527389 0.0667017 0.0659784 0.0762757
threshold=0.021960759535431865 0.0019071503775194289 0.064669914543628707 0.020035739988088611 0.00060774214216507982 0.00070876078098081063 0.034125410020351417 0.0019071503775194289 0.010829726699739696 0.0054799309000372895 0.015200819820165636 0.00064626874518580746 0.00046126570669002836 0.013860232196748258 0.0003614811430452392 0.0030382014811038975 0.0011261500185355546 0.036783467978239066 0.017188700847327713 0.0068083447404205808 0.034632634371519096 0.013860232196748258 0.0028552538715302949
decision_type=2 2 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 5 -4 8 -8 10 -10 -1 12 16 14 15 -14 -12 18 19 20 21 -13 -23
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 11 17 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=3.5358597569876688e-05 0.0015831471475562281 -0.00075244153469267313 0.00038219504355329736 -0.0009447195087997416 -0.00032141156510485193 0.0020809410110821801 -0.0019863723048449268 0.00031886640407034728 -0.00012456213929579879 -0.0018866669684642048 -0.00018018100248564647 -0.00057500409863955491 -0.00058874064996583899 0.00079509473589220155 0.00021827715094547813 -0.0040326966740049609 -0.0028354943823890458 0.0017169791429314037 0.00072367777167281608 -0.00084212126278131779 0.0015145118708337858 -0.00022901386233359933 0.0012435987673296114
leaf_weight=7398.30690741539 54.298169612884521 41.314162015914917 74.310929775238037 42.749189734458923 62.566768527030945 58.212890028953552 32.098488807678223 31.903307437896729 72.07521378993988 33.435925841331482 38.395311236381531 408.54376494884491 49.192398190498352 106.11664652824402 67.574949264526367 35.96441388130188 64.001796245574951 43.745059370994568 165.76456427574158 243.9214563369751 66.335102915763855 224.70938444137573 144.46316242218018
leaf_count=3686 19 25 32 30 35 18 24 16 48 25 13 223 25 44 25 21 40 17 67 149 28 115 55
internal_value=0 0.000573937 -5.7981e-06 0.000374383 0.000663431 0.00112839 -1.55983e-05 -0.000837268 -9.85883e-06 -0.000682964 -2.01741e-06 -0.000168723 -0.000728776 -0.000289251 -0.00104265 -0.00204323 -0.00183985 -1.27927e-05 -7.31475e-05 -0.000194552 -7.41233e-06 -0.000137224 0.000347243
internal_weight=0 95.6123 9464.39 237.84 195.091 132.524 9226.55 64.0018 9162.55 105.511 9057.03 1658.73 361.246 258.848 152.732 85.1568 102.397 1297.48 1253.74 1087.97 844.051 777.716 369.173
internal_count=4780 44 4736 115 85 50 4621 40 4581 73 4508 822 168 115 71 46 53 654 637 570 421 393 170
is_linear=0
shrinkage=0.05


Tree=530
num_leaves=24
num_cat=0
split_feature=144 60 146 94 22 112 29 4 27 103 46 110 32 68 38 52 70 146 113 12 72 11 33
split_gain=0.0123883 0.0551225 0.0199824 0.0179411 0.0550203 0.100351 0.078873 0.0799386 0.0755658 0.0753694 0.0765045 0.0763043 0.0682452 0.0977951 0.0845432 0.0643924 0.0930593 0.0991789 0.172885 0.169277 0.0726804 0.0643091 0.0640149
threshold=0.066585760563611998 0.0017376682371832433 0.00244467705488205 0.0022272822679951791 0.00082683752407319855 0.00050559637020342063 0.011519505176693203 0.0021592099219560628 0.0041444667149335155 0.0063990866765379914 0.059226244688034065 0.002945306478068233 0.0017376682371832433 0.004017772153019906 0.00064626874518580746 0.0017376682371832433 0.0056525857653468856 0.021960759535431865 0.0023699469165876512 0.00062670491752214741 0.0014881226234138014 0.00747153488919139 0.011519505176693203
decision_type=2 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 6 7 8 22 10 15 -11 13 14 -7 16 17 18 -5 -20 -18 -22 -6
right_child=1 -3 -4 4 5 12 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 20 -19 19 -21 21 -23 -24
leaf_value=6.0642496819955672e-05 -0.0010051335954440923 0.0017567344455848956 0.0005459321323111133 -0.00076058282080379059 0.00081683065403944971 -0.001494340807319841 0.0014398915984100587 -0.00070530706703599271 -7.4656511212518116e-05 -0.0033449847617617241 0.00086338209246415796 -0.00024736840890497534 0.00019249136442077512 -0.0023076063099657807 0.0013805480399105789 -6.2254165318937539e-05 0.0013902222324136005 0.00074290021599570538 -0.0059389786662634413 -0.0015131546621728752 -0.0007468231528523114 0.0013308933838082114 0.0028957580844925883
leaf_weight=4816.3059628009796 46.761500835418701 51.818476915359497 37.350646257400513 371.87625348567963 166.00854098796844 50.676221251487732 190.73670983314514 154.55715179443359 198.35100650787354 37.350646257400513 179.13893461227417 42.505213022232056 219.21325027942657 89.364304542541504 51.623295545578003 2326.1889410018921 82.042779922485352 72.924697399139404 34.675772190093994 57.314611077308655 189.18412864208221 46.371138095855713 47.659779787063599
leaf_count=2425 33 25 24 227 77 32 68 92 111 24 77 20 105 57 17 1109 26 29 22 35 112 17 16
internal_value=0 0.000473923 -0.000316371 -6.83576e-06 -7.7368e-05 0.000219103 0.000560447 0.000264384 0.000628135 -0.000178059 -0.000141975 -0.0016962 -0.00041005 -0.0010992 -4.35887e-05 -0.000198599 -0.000569817 -0.000971199 -0.00124067 -0.00318147 0.000108583 -0.000337806 0.00128055
internal_weight=0 135.931 84.1121 9424.07 4607.76 1168.19 757.313 566.576 412.019 3439.57 3359.72 79.8559 410.877 191.664 102.3 3180.58 854.389 536.791 463.867 91.9904 317.598 235.555 213.668
internal_count=4780 82 57 4698 2273 575 364 296 204 1698 1654 44 211 106 49 1577 468 313 284 57 155 129 93
is_linear=0
shrinkage=0.05


Tree=531
num_leaves=24
num_cat=0
split_feature=98 71 120 76 63 83 77 59 117 143 58 127 11 78 1 53 94 52 45 24 146 79 108
split_gain=0.0126376 0.065983 0.076998 0.0865285 0.0795271 0.0713376 0.0798216 0.0680018 0.0603241 0.09968 0.0972302 0.126559 0.186997 0.0896158 0.0933194 0.0883101 0.0766819 0.0763759 0.0713324 0.0650858 0.0830235 0.0803289 0.176241
threshold=0.0084566329605877417 0.015200819820165636 0.0003614811430452392 0.00070876078098081063 0.0038949446752667431 0.0038949446752667431 0.0030382014811038975 0.0049928687512874612 0.0027679565828293566 0.002945306478068233 0.0095705352723598498 0.00017767510871635753 0.0030382014811038975 0.0019071503775194289 0.00017767510871635753 0.0011980500421486797 0.00093549740267917525 0.0017376682371832433 0.00082683752407319855 0.00060774214216507982 0.0041444667149335155 0.00082683752407319855 0.00093549740267917525
decision_type=2 2 2 2 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 -2 7 -7 -3 10 11 13 -13 14 -10 -11 -17 -18 -19 -12 21 22 -21
right_child=1 8 4 -5 -6 6 -8 -9 9 15 19 12 -14 -15 -16 16 17 18 -20 20 -22 -23 -24
leaf_value=4.1017109514114015e-05 -0.0022746485163894002 0.00055369698104180748 0.0011520634398698639 -0.0027734745328197976 -0.0012735749624069579 -0.00013742991277603623 0.00090634449217128269 -0.0022099028341684523 -0.0019428237442515525 0.0013679250701851325 0.0011483342991614022 -0.0049825743150376644 -0.00069267335284860069 -0.0024225860333181738 0.00066246862029400826 0.00080857250315971444 -0.0013214209340652293 -0.0015437839822533984 0.00012634625725722846 0.00025387985701368125 0.00049649964283775576 -3.2795423954055042e-05 -0.0036970407677778885
leaf_weight=6335.0000935792923 55.977174043655396 440.92615604400635 102.00674474239349 57.265815734863281 50.529835224151611 100.86448907852173 88.827555775642395 65.144051909446716 46.419933438301086 137.62959122657776 88.583579063415527 46.712705492973328 55.684401988983154 49.241193532943726 132.42622911930084 258.36045444011688 123.40573728084564 69.058772325515747 861.38043105602264 51.525704860687256 166.71163856983185 113.89729201793671 62.420382499694824
leaf_count=3535 34 151 37 33 26 44 35 33 19 44 25 31 22 27 46 95 53 32 324 13 52 40 29
internal_value=0 -8.05716e-05 -0.000596034 -0.000987476 0.000348537 -0.000658414 -0.000303393 -0.000950697 1.8659e-05 -8.55675e-05 -0.000528498 -0.00118937 -0.00264969 -0.00053378 -1.3741e-05 0.000162998 3.66197e-05 -0.000152632 2.38636e-06 -7.64353e-05 -0.000351415 -0.000971828 -0.00191046
internal_weight=0 3225 520.616 368.079 152.537 310.813 254.836 166.009 2704.38 2263.46 813.623 330.484 102.397 228.087 178.846 1449.83 1312.21 1053.84 930.439 483.139 394.555 227.843 113.946
internal_count=4780 1245 242 179 63 146 112 77 1003 852 304 145 53 92 65 548 504 409 356 159 134 82 42
is_linear=0
shrinkage=0.05


Tree=532
num_leaves=24
num_cat=0
split_feature=143 106 10 43 99 62 71 80 24 47 146 59 109 109 1 77 29 47 59 0 83 50 8
split_gain=0.0130665 0.0508446 0.0610001 0.0808328 0.0858467 0.0863697 0.0687275 0.0882455 0.0636567 0.0549321 0.0877985 0.0926957 0.0989336 0.0744316 0.0731122 0.0731095 0.0688534 0.0837603 0.0663929 0.088252 0.0784285 0.0900146 0.0757287
threshold=0.0056525857653468856 0.079227816313505187 0.0058306583669036635 0.066585760563611998 0.00017767510871635753 0.00085274505545385193 0.017724351026117805 0.0032328735105693345 0.0013986918493174019 0.0049928687512874612 0.00899649551138282 0.011169348377734424 0.013032016810029747 0.010500331409275534 0.00244467705488205 0.00096484774257987748 0.034632634371519096 0.0042751494329422721 0.0072436286136507997 0.0051502294372767219 0.0046923852059990176 0.00244467705488205 0.00244467705488205
decision_type=2 2 2 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 7 8 -4 16 11 12 14 -13 -11 -14 17 18 19 22 -20 -22 -2
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 13 15 -15 -16 -17 -18 -19 20 -21 21 -23 -24
leaf_value=5.2711427696143987e-05 -0.0025347315006372263 0.001052375186420849 0.0029690102354304037 -0.0021335492104945885 -0.00076194000283026468 0.00013979060476180255 -0.0010018631358348579 1.8685273817386667e-05 0.00071261467922264024 0.002469191262314522 -0.00054616792115521251 -0.0012863958798063433 0.0015768831671231138 0.00071849506767757165 0.0005588469780893389 -0.00091802303485797503 0.00092010301715042151 -0.0018292064727611511 -0.00084458741265011996 3.6132661964102286e-05 -0.00066832665225043445 0.00060076360064739167 -0.00066389706808488798
leaf_weight=5272.5982284545898 76.038729548454285 99.478256702423096 57.070634365081787 59.745508432388306 812.46971189975739 394.48625981807709 71.880032420158386 185.22061288356781 69.107567667961121 153.6300402879715 172.64693081378937 81.193296313285828 49.046012163162231 107.69806027412415 74.310929775238037 73.168674111366272 156.50009572505951 73.315060138702393 168.07790815830231 315.11835396289825 176.29771173000336 673.49381387233734 187.40753352642059
leaf_count=2560 49 41 25 27 472 185 40 111 34 54 80 45 19 55 32 39 64 45 108 161 122 319 93
internal_value=0 -6.48239e-05 -9.13614e-05 -0.000328028 -0.000260195 -0.000467215 0.000391718 0.000713398 0.00173319 6.25017e-05 0.00043513 0.000749422 0.00123099 -0.00014329 0.0018464 8.32085e-05 -8.27125e-05 -0.000176703 -0.000100813 -0.000528499 0.000142287 0.000337478 -0.00120388
internal_weight=0 4287.4 4187.92 1649.98 1590.23 1206.96 383.279 311.399 126.178 2537.94 711.694 539.047 350.156 188.891 227.941 122.215 1826.25 1669.75 1596.43 578.565 1017.87 849.792 263.446
internal_count=4780 2220 2179 894 867 657 210 170 59 1285 324 244 144 100 86 58 961 897 852 303 549 441 142
is_linear=0
shrinkage=0.05


Tree=533
num_leaves=24
num_cat=0
split_feature=75 1 144 96 51 19 147 117 101 149 42 128 43 41 60 59 140 66 126 70 31 70 103
split_gain=0.0124969 0.0513004 0.0838453 0.0860819 0.0691524 0.052139 0.0394111 0.0380146 0.0275214 0.0292544 0.0325196 0.0251481 0.0429 0.0331356 0.030147 0.0237387 0.028618 0.0230047 0.0535628 0.0664431 0.0607364 0.0595109 0.0507885
threshold=0.011169348377734424 0.00244467705488205 0.0023699469165876512 0.0013986918493174019 0.020658296532928947 0.02129978779703379 0.05109804309904576 0.0027679565828293566 0.0022272822679951791 0.0084566329605877417 0.0095705352723598498 0.015675474889576439 0.0038949446752667431 0.0003614811430452392 0.002945306478068233 0.0034400182776153092 0.002945306478068233 0.00057154725072905432 0.00043393640953581786 0.00073092587990686308 0.0019672545604407792 0.0019071503775194289 0.0026012937305495147
decision_type=2 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 15 8 -8 9 10 -2 17 13 14 -13 16 -4 -1 19 -19 -20 -21 -23
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 20 21 -22 22 -24
leaf_value=3.8686227422602359e-05 -0.00070069443847419139 0.0035504044121320265 -0.00027801321274732933 0.00077866465062952702 0.0017450339235442064 0.0019733397715434929 -2.5486084894117777e-05 0.0017723632782454112 -0.0013395855408585334 0.00095777010130036625 0.00079211498249800658 -0.00029438781558717956 -0.002255089494265187 0.00073843902848659115 -0.0017955706791811512 -0.00083829657989143564 0.0013212656105011527 0.00073779315862737387 0.00043404291176514964 -0.0019686301004669111 -0.0004477310612344944 -0.00076440043537746567 0.00044872698518156142
leaf_weight=6675.9445232152939 253.91785502433777 41.118980646133423 86.835816502571106 87.880481481552124 46.517524123191833 31.903307437896729 122.99541175365448 38.639287948608398 81.486068367958069 39.781543612480164 42.602803707122803 242.82799601554871 29.326024055480957 66.67667031288147 38.785673975944519 85.595970153808594 41.265366673469543 92.839866876602173 505.8550637960434 80.051040649414062 318.08600008487701 398.9865243434906 110.08016228675842
leaf_count=3140 182 17 61 50 23 16 90 23 57 16 24 158 18 42 29 64 23 38 229 52 175 208 45
internal_value=0 0.000167205 0.000630007 0.00166217 -0.000109764 8.78755e-05 -0.000258672 0.000404296 -0.000515162 -0.000315404 -0.000486214 -1.9545e-05 -0.000418478 -0.000263836 -0.000501141 -0.00019361 0.000237164 -1.1331e-06 -0.00017766 -0.000505433 9.36303e-05 -0.000701355 -0.000502075
internal_weight=0 1000.54 374.6 128.999 625.94 245.6 579.423 161.635 417.788 336.302 296.521 8559.46 377.616 348.29 281.614 213.697 128.101 8181.84 1505.9 681.958 823.941 589.118 509.067
internal_count=4780 646 231 67 415 164 392 113 279 222 206 4134 247 229 187 148 84 3887 747 343 404 305 253
is_linear=0
shrinkage=0.05


Tree=534
num_leaves=24
num_cat=0
split_feature=7 37 72 37 110 46 31 106 92 43 80 99 45 78 9 20 71 79 106 108 95 9 105
split_gain=0.0125934 0.0441666 0.0847567 0.0833535 0.0936295 0.0994826 0.0808765 0.0754826 0.0757624 0.0559413 0.0549822 0.0521959 0.0885578 0.104762 0.17067 0.0638813 0.069576 0.0635688 0.120923 0.0978254 0.0724058 0.0740597 0.0909198
threshold=0.00062670491752214741 0.0020932231564074759 0.00082683752407319855 0.0016331639490090313 0.004017772153019906 0.0038949446752667431 0.0010918468469753864 0.032603342086076743 0.088838413357734694 0.00039601318712811922 0.0025217677466571335 0.0026012937305495147 0.0019672545604407792 0.029773407615721229 0.00037263428384903824 0.0010263677686452868 0.010829726699739696 0.0058306583669036635 0.0013986918493174019 0.0019672545604407792 0.0011261500185355546 0.0010263677686452868 0.0046923852059990176
decision_type=2 2 2 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 10 -7 8 -4 -10 -5 12 15 17 -15 16 -2 18 -14 -20 -21 22 -22
right_child=1 2 7 4 -6 6 -8 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19 19 20 21 -23 -24
leaf_value=-5.7357569981466424e-05 -0.00018913187565077207 0.0014006208745538395 -0.00027424218653270173 -0.0010720448179835631 -0.0008076114320523858 0.0035467068361379481 0.0010219990695598468 0.0013275371312752749 -0.00086594523901056548 -0.0037659798215470678 0.0014119600379064649 -0.00017717198818834761 0.0019367523726767034 0.0034639780286760073 0.00013330838467941897 0.00054956202531304926 -0.0015932142828702684 -0.00023876485103937174 -0.0014323596759694415 -0.00015231499695560937 0.00085405087422390938 -4.5040810221526232e-05 0.0031092873675980554
leaf_weight=4782.4331021308899 355.07511615753174 79.563087224960327 1145.1699286699295 44.037831425666809 57.265815734863281 67.623744606971741 59.745508432388306 69.009976983070374 44.086626768112183 26.699945330619812 45.082496404647827 1208.2446134090424 134.10523355007172 72.924697399139404 81.388477683067322 189.03774261474609 117.40168690681458 351.81469798088074 73.41265082359314 236.99029445648193 143.5160881280899 110.47052502632141 64.900075197219849
leaf_count=2113 238 32 654 29 33 27 27 30 31 18 18 656 61 29 53 106 76 212 49 134 70 61 23
internal_value=0 5.7416e-05 -0.000183016 0.000153541 0.000990289 0.00146587 0.00236243 -0.000281072 -0.000372367 -0.00195981 0.000184516 8.05734e-05 0.000241844 0.000486264 0.0017073 -0.000227227 -0.00053802 0.000317308 0.000573577 0.000283076 0.000509627 0.00100157 0.00155632
internal_weight=0 4777.57 1364.53 3413.04 273.755 216.49 127.369 1284.97 1215.96 70.7866 89.1203 3139.28 1931.04 1269.52 154.313 661.515 472.477 1115.21 763.395 629.29 555.877 318.887 208.416
internal_count=4780 2667 765 1902 134 101 54 733 703 49 47 1768 1112 692 82 420 314 610 398 337 288 154 93
is_linear=0
shrinkage=0.05


Tree=535
num_leaves=24
num_cat=0
split_feature=143 10 59 99 19 7 127 5 60 45 106 52 24 141 77 94 121 149 117 108 116 5 4
split_gain=0.0119867 0.046504 0.0778794 0.0627552 0.0686919 0.0869216 0.0840893 0.0829915 0.0602212 0.0577985 0.0560762 0.0717475 0.0906156 0.070266 0.0680306 0.053946 0.0531765 0.0727717 0.0891836 0.0635531 0.0629768 0.0745933 0.0723798
threshold=0.0056525857653468856 0.0058306583669036635 0.0038949446752667431 0.00017767510871635753 0.0026012937305495147 0.00047558375808876013 0.00077738583786413084 0.0044099434744566688 0.0033348383149132137 0.017188700847327713 0.0046923852059990176 0.0046923852059990176 0.0026012937305495147 0.0034400182776153092 0.0015349716995842757 0.0012745757703669371 0.00087947337306104611 0.028020657598972324 0.04673989117145539 0.007706565549597145 0.0056525857653468856 0.0044099434744566688 0.010180860292166473
decision_type=2 2 2 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 5 6 15 -7 -2 16 13 12 14 -3 -12 -5 -4 18 20 -20 21 22 -18
right_child=1 3 9 4 -6 7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=5.0486535824313187e-05 -0.00041729698572870336 -0.0015606049625283259 0.00033688609678648741 -0.0018136318930425872 -0.00017674178055507024 -0.00096995486730012373 -0.00074619575280776877 0.00091779917463646497 -0.0024899683411832648 0.0013927024539423134 0.0011082384865652144 -0.00029747307131570028 -0.00038309738383739069 0.00052923399538691335 0.0036740630942510618 -0.0046016768383851702 -0.0013852663754963133 0.00088573041287190847 0.0016319874168175112 -0.00040812783036823868 0.00018438203028195565 0.00019600163967369586 0.0010113343775030755
leaf_weight=5272.5982284545898 195.48095107078552 76.185115575790405 1200.4639679193497 34.626976847648621 864.45453763008118 217.41669237613678 69.058772325515747 79.514291882514954 42.70039439201355 91.404839158058167 58.408071398735046 101.20605647563934 47.854961156845093 85.205607414245605 46.322342753410339 34.773362874984741 364.94509160518646 145.55662274360657 89.921016097068787 66.335102915763855 209.94878172874451 131.13758742809296 34.4805908203125
leaf_count=2560 101 55 660 20 450 139 32 30 28 33 26 58 24 48 15 26 212 46 26 28 102 47 14
internal_value=0 -6.20878e-05 7.23701e-05 -0.000263762 -0.000434697 -0.000946861 -0.00198144 -0.000464439 -0.000788879 0.000160252 0.000271401 0.000734785 0.00141946 -0.000457283 0.0022431 -0.00321059 0.000110024 -0.000151258 -0.000319574 0.000765901 -0.000548621 -0.000838678 -0.00117838
internal_weight=0 4287.4 2572.37 1715.03 1299.84 435.39 138.459 296.931 238.181 2334.19 415.182 253.791 152.585 161.391 104.73 69.4003 2242.79 1042.32 896.768 156.256 740.512 530.563 399.426
internal_count=4780 2220 1297 923 697 247 78 169 129 1168 226 123 65 103 41 46 1135 475 429 54 375 273 226
is_linear=0
shrinkage=0.05


Tree=536
num_leaves=24
num_cat=0
split_feature=14 28 72 56 23 11 81 143 92 27 72 18 98 106 70 21 77 47 72 8 38 56 69
split_gain=0.0126936 0.0416037 0.0812667 0.0982193 0.110195 0.0865625 0.0476336 0.0777733 0.0770461 0.119151 0.0581088 0.0529279 0.0521296 0.0514822 0.066539 0.0471367 0.0459197 0.114545 0.085651 0.045536 0.0555773 0.0534597 0.0443535
threshold=0.0011980500421486797 0.00052132029668428015 0.00082683752407319855 0.0003614811430452392 0.0063990866765379914 0.0035485138650983576 0.0072436286136507997 0.0079489401541650313 0.017188700847327713 0.0015833032084628942 0.0054799309000372895 0.0021592099219560628 0.0044099434744566688 0.011519505176693203 0.00062670491752214741 0.0022975050378590827 0.0063990866765379914 0.0066005610860884198 0.00064626874518580746 0.0031340263085439806 0.00040826165059115743 0.00096484774257987748 0.00046126570669002836
decision_type=2 2 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 -3 -6 8 15 10 -10 11 22 -13 14 -11 -8 -1 18 -18 -9 -21 -22 -4
right_child=-2 2 6 -5 5 -7 7 19 9 13 -12 12 -14 -15 -16 -17 17 -19 -20 20 21 -23 -24
leaf_value=2.512373706358848e-06 6.3997101525297071e-05 -0.0036858874416473191 -0.0017501119368302015 0.00046621252448374921 3.8980257997317327e-05 -0.0022818471941864009 3.9695630885762013e-05 -0.0015172344503957063 0.0023488894919278551 0.0003297874053943837 -7.2675380015318846e-06 -0.00096607506588239399 -0.0037460099780924844 0.0014069834595565904 -0.0018469442176485716 0.0018598733631764329 0.0012441052507153249 0.0022026167188473 -0.0016520141241329967 0.00069730171528208584 -0.0020705883884412179 0.00035979468748411454 -0.0003925158360194645
leaf_weight=3414.1241097450256 4279.6499216556549 48.050142526626587 77.424961924552917 81.046910285949707 93.083843588829041 70.688981413841248 54.639737010002136 50.676221251487732 62.273996472358704 79.758268594741821 274.14575934410095 37.399441599845886 30.71225643157959 39.73274827003479 62.713154554367065 101.90915405750275 47.806165814399719 82.189165949821472 54.786123037338257 156.84166312217712 45.375268459320068 45.131291747093201 269.84067618846893
leaf_count=1516 2279 32 52 39 48 45 33 32 23 40 150 26 21 14 41 33 22 32 39 78 30 20 135
internal_value=0 -5.18688e-05 -0.000257197 -0.00101409 -0.00158047 -0.000962754 -9.75584e-05 0.000322214 -0.000301859 0.000460792 -0.000572266 -0.00094516 -0.00221958 -0.000184524 -0.000628368 0.00122458 4.40626e-05 0.000811768 -0.000302474 -0.00015179 0.000127959 -0.000858673 -0.0006952
internal_weight=0 5280.35 1681.44 292.87 211.823 163.773 1388.57 454.573 934.001 244.478 689.523 415.377 68.1117 182.204 142.471 156.549 3598.91 184.781 102.592 298.024 247.348 90.5066 347.266
internal_count=4780 2501 892 164 125 93 728 226 502 118 384 234 47 95 81 66 1609 93 61 160 128 50 187
is_linear=0
shrinkage=0.05


Tree=537
num_leaves=24
num_cat=0
split_feature=125 92 39 18 0 105 20 121 117 70 47 39 135 50 125 51 95 115 133 29 46 96 43
split_gain=0.0126461 0.0296078 0.0419603 0.0420245 0.0409039 0.0404044 0.0291753 0.0512628 0.0251516 0.0247179 0.0231949 0.0424904 0.0201592 0.0729224 0.152954 0.141287 0.249668 0.15061 0.084816 0.0835924 0.0670419 0.0872006 0.0605271
threshold=0.027182282879948619 0.00017767510871635753 0.0027679565828293566 0.00096484774257987748 0.013439828064292671 0.0025217677466571335 0.00055427959887310873 0.00017767510871635753 0.0084566329605877417 0.00062670491752214741 0.00096484774257987748 0.013032016810029747 0.00064626874518580746 0.05109804309904576 0.00052132029668428015 0.0044099434744566688 0.0016846025246195497 0.00244467705488205 0.002945306478068233 0.074787221848964705 0.0038949446752667431 0.00066645268816500913 0.0027679565828293566
decision_type=2 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 6 9 -4 7 -3 10 -2 -7 -12 13 19 20 16 17 -16 -18 -1 -15 -22 -14
right_child=1 2 5 -5 -6 8 -8 -9 -10 -11 11 -13 22 14 15 -17 18 -19 -20 -21 21 -23 -24
leaf_value=1.9717012869633816e-05 -0.0017047376758454172 -1.2902981400369107e-06 0.0013835610885587814 0.0016527907819665238 0.00095785017222452219 0.00010205923917113563 -0.00061444660029461896 0.0019963842512866958 0.00033355104075938092 -1.6695569081498036e-05 -0.0024617277749378135 -0.00013582073255463759 0.00026101441396714133 0.0012116850872475723 -0.005478569118914472 0.00039565741307879821 0.00043257674128876334 -0.0012842632982168673 -0.002029334010411023 -0.0015379244712872085 -0.0019123494029891306 0.00069624103660242194 -0.00011625828601315891
leaf_weight=4004.4594973325729 54.737327694892883 85.108016729354858 37.253055572509766 94.079713225364685 35.915618538856506 41.362957358360291 54.639737010002136 51.574500203132629 70.396209359169006 35.915618538856506 41.460548043251038 37.301850914955139 2027.2750872373581 113.70211064815521 59.9406898021698 86.20147705078125 79.514291882514954 33.289539813995361 62.469177842140198 88.026867508888245 57.168225049972534 72.875902056694031 2235.3319436311722
leaf_count=2140 37 44 20 35 19 27 33 15 33 19 31 22 1074 32 35 35 30 19 31 56 29 27 937
internal_value=0 0.000214736 0.000383663 0.000787568 -0.000470185 -0.000122432 0.000362109 0.000752493 -0.000416902 -0.00103596 -0.000856684 -0.00136018 -1.54005e-05 -8.73076e-05 -0.000619691 -0.001336 -0.00197062 -0.00398092 -0.000650602 -1.37869e-05 0.000324865 -0.000450512 6.31708e-05
internal_weight=0 639.745 513.177 285.402 126.569 227.775 191.322 136.683 190.522 90.6529 120.125 78.7624 8920.25 4657.65 565.161 321.415 235.214 93.2302 141.983 4092.49 243.746 130.044 4262.61
internal_count=4780 335 260 127 75 133 92 59 113 56 80 53 4445 2434 238 150 115 54 61 2196 88 56 2011
is_linear=0
shrinkage=0.05


Tree=538
num_leaves=24
num_cat=0
split_feature=80 52 23 114 63 85 109 4 124 58 27 147 47 68 11 83 11 146 31 102 19 65 63
split_gain=0.0124573 0.0515356 0.0610462 0.0584831 0.0825407 0.0644676 0.0731582 0.0784894 0.0667262 0.0569113 0.0545371 0.112322 0.103507 0.105018 0.109967 0.0781617 0.0663568 0.0784766 0.0908106 0.0521292 0.0711394 0.0696667 0.0694413
threshold=0.0032328735105693345 0.0026012937305495147 0.0025217677466571335 0.00082683752407319855 0.0016846025246195497 0.00080172589514404546 0.0045489775948226461 0.0023699469165876512 0.0026012937305495147 0.0020932231564074759 0.00017767510871635753 0.00055427959887310873 0.0042751494329422721 0.05109804309904576 0.0046923852059990176 0.045367386192083366 0.020658296532928947 0.021960759535431865 0.00017767510871635753 0.0012357163941487672 0.014293605927377941 0.00068727668258361529 0.0053125319536775359
decision_type=2 2 2 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 8 -7 -8 -5 -4 11 12 -3 14 -14 -13 19 18 -18 20 22 -22 -12
right_child=1 10 3 5 -6 6 7 -9 -10 -11 16 15 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=-4.4860496519625383e-05 -0.0012652055061200288 0.001402412634410005 0.0029614647784554022 -0.0019671511939865485 0.00032188127071332295 -0.0011170746043570815 0.001919778228339246 -0.0006141198907077274 0.00050013983073934302 0.00094635850067799853 0.00074768952781083633 -0.0040893767555112079 -0.0031273511026056592 0.0011829291107072427 -7.81766447730863e-05 -0.00073341289945828196 -0.0020741774914479912 0.00087073023631357494 -0.00029160313225908778 -6.1979882392661391e-05 -0.0017318365288611895 0.00039946662428806917 -0.00056866497008573589
leaf_weight=5909.3846052885056 46.663910150527954 75.453185439109802 72.827106714248657 59.9406898021698 156.45130038261414 44.086626768112183 107.50287890434265 42.70039439201355 50.481039881706238 67.526153922080994 802.31805741786957 34.773362874984741 59.989485144615173 46.371138095855713 58.310480713844299 34.626976847648621 106.79978132247925 79.660677909851074 215.83527863025665 1219.3544352054596 70.737776756286621 83.721784353256226 114.48283612728119
leaf_count=2989 29 25 25 35 62 31 47 28 24 23 325 26 37 17 22 20 72 36 128 627 47 41 64
internal_value=0 7.26173e-05 0.000476941 0.000612092 0.00111163 0.000125514 0.000673789 0.00119943 -0.00083919 0.00199197 -1.46701e-05 -0.000643224 -0.000131167 -0.000833862 -0.0016244 -0.00241493 5.75763e-05 -0.000534674 -0.000881677 0.000161592 0.000416071 -0.000576605 0.000583314
internal_weight=0 3650.62 648.18 601.516 296.805 304.712 194.29 150.203 110.422 140.353 3002.44 309.525 240.124 164.671 118.3 69.4003 2692.91 402.296 322.635 2290.61 1071.26 154.46 916.801
internal_count=4780 1791 304 275 110 165 106 75 59 48 1487 147 101 76 59 46 1340 236 200 1104 477 88 389
is_linear=0
shrinkage=0.05


Tree=539
num_leaves=24
num_cat=0
split_feature=144 99 67 88 82 14 148 49 88 108 23 24 96 24 8 85 33 107 51 106 132 121 16
split_gain=0.0115469 0.0435235 0.0313721 0.0154899 0.0356163 0.0269208 0.0249769 0.0248733 0.0236663 0.0662096 0.0568906 0.0652907 0.0796025 0.0659103 0.0618089 0.0804697 0.0473997 0.0572187 0.0468454 0.0438772 0.0417954 0.0417913 0.0364088
threshold=0.066585760563611998 0.0026012937305495147 0.0011615398107096555 0.030689206905663017 0.00085274505545385193 0.007706565549597145 0.0060143163427710542 0.0012745757703669371 0.0062037324532866487 0.007706565549597145 0.0049928687512874612 0.0010263677686452868 0.0013986918493174019 0.00073092587990686308 0.0031340263085439806 0.0025217677466571335 0.0027679565828293566 0.0005893622583243997 0.00017767510871635753 0.0011980500421486797 0.007706565549597145 0.00099512818269431613 0.00070876078098081063
decision_type=2 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 8 5 -5 7 -6 -1 10 16 13 -13 -12 15 -14 17 19 -11 -10 -19 -18 -16
right_child=1 -3 -4 4 6 -7 -8 -9 9 18 11 12 14 -15 22 -17 21 20 -20 -21 -22 -23 -24
leaf_value=-2.2783874461209998e-05 -0.00094423779593646095 0.0017552707219522226 0.00092515650470490992 -0.0002438618120810007 -0.00225719190638619 0.00084021468714266887 -0.00036624664056010971 -0.00033568142384903031 -0.00020195652042527868 0.00094511981107171035 0.00085155055331164592 -0.0014560064415380786 0.0028257386121920674 0.0031102789387591934 -0.00036292166022379484 -8.3267093404598218e-06 0.0019681403383233049 -0.0015197792929707834 -0.00073321100475897468 0.001655863251188671 0.00023823507470588186 6.8087522465635982e-05 0.0015392078650525215
leaf_weight=7832.7321898937225 53.448686003684998 43.793854713439941 38.688083291053772 193.78198385238647 45.472859144210815 81.290886998176575 118.69032859802246 26.748740673065186 94.811643362045288 50.529835224151611 79.709473252296448 46.810296177864075 63.611433506011963 54.298169612884521 103.92972588539124 41.314162015914917 50.481039881706238 106.94616734981537 234.65698778629303 47.806165814399719 49.43637490272522 67.818925976753235 33.191949129104614
leaf_count=3732 38 19 25 139 34 49 75 20 65 26 38 35 24 19 62 25 24 78 146 22 35 35 15
internal_value=0 0.000457545 -0.000159282 -6.59952e-06 -0.000287658 7.65098e-05 -0.000812364 -0.00154552 8.02067e-06 0.000222428 0.000445872 0.000854597 0.000431424 0.00176676 0.00079644 0.00170983 3.16965e-05 -0.000303493 -0.000435842 0.000420793 -0.000964028 0.000878879 9.75116e-05
internal_weight=0 135.931 92.1368 9424.07 465.985 275.073 190.912 72.2216 8958.08 1125.35 840.166 422.865 288.858 134.008 242.047 104.926 417.3 299 285.187 142.618 156.383 118.3 137.122
internal_count=4780 82 63 4698 317 188 129 54 4381 649 477 218 161 57 126 49 259 200 172 87 113 59 77
is_linear=0
shrinkage=0.05


Tree=540
num_leaves=24
num_cat=0
split_feature=110 61 9 115 143 143 82 58 123 58 29 93 101 47 126 10 117 117 117 10 95 106 39
split_gain=0.0123468 0.0471608 0.0479441 0.0630452 0.0558812 0.0432286 0.0410302 0.0543923 0.025611 0.0239585 0.0185583 0.0602494 0.10281 0.0576958 0.0674472 0.0558794 0.0920828 0.0916047 0.0692404 0.091027 0.0784662 0.131263 0.115696
threshold=0.024066280573606495 0.0037758676335215573 0.00087947337306104611 0.0028552538715302949 0.0079489401541650313 0.028020657598972324 0.002945306478068233 0.0020932231564074759 0.00038414125447161501 0.0062037324532866487 0.0053125319536775359 0.088838413357734694 0.000490355829242617 0.10820819064974786 0.0056525857653468856 0.0035485138650983576 0.00017767510871635753 0.066585760563611998 0.0031340263085439806 0.0011615398107096555 0.00047558375808876013 0.0030382014811038975 0.00040826165059115743
decision_type=2 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 6 -6 7 -2 9 -3 11 13 -13 14 15 17 -17 18 20 -20 -1 22 -22
right_child=1 8 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24
leaf_value=0.00055022090637880797 0.0012249331751642361 -0.00047449447690853529 0.00024577000117460184 0.0026551077746677547 -0.0015681091951183991 0.00068146203792190669 0.0017461874803383324 -0.00098165963287214376 0.00041625271128003507 -0.0023930276280505328 -8.6928860126293992e-05 -0.0027980774142614263 -2.9978461464390571e-05 0.0014601735816288405 -0.00099951571181560199 -0.0010377936317826841 0.00038266892626945509 0.001278076621023285 5.4927077757355917e-05 -0.00085554688266615176 -0.0021988130312991022 0.0012605532433781616 -0.00024048390051323223
leaf_weight=569.49532985687256 55.830788016319275 38.688083291053772 57.217020392417908 51.672090888023376 64.196977615356445 32.000898122787476 59.550327062606812 55.879583358764648 33.289539813995361 28.086177706718445 4388.8828235864639 49.338784217834473 104.77920949459076 75.453185439109802 143.76006484031677 121.5115886926651 1868.7743824720383 120.43809115886688 527.25405633449554 572.70695269107819 97.340131402015686 108.93790662288666 334.9159699678421
leaf_count=308 28 25 31 19 48 20 19 30 19 21 2074 31 43 25 80 83 928 39 245 332 61 52 219
internal_value=0 0.000248117 0.000504632 0.00138909 0.000144545 -0.000819774 0.000686207 0.000121155 -0.000716657 -0.00128146 -1.30131e-05 5.60876e-05 -0.000916148 8.90876e-05 6.59185e-05 0.000101363 0.000295946 -6.47733e-05 -0.000137933 -0.000419121 0.000140539 -0.000290566 -0.000681482
internal_weight=0 476.411 376.348 108.889 267.459 96.1979 171.261 111.71 100.064 66.7743 9083.59 4694.71 154.118 4540.59 4465.13 4321.37 1990.29 2331.09 2210.65 1099.96 1110.69 541.194 432.256
internal_count=4780 260 195 50 145 68 77 58 65 46 4520 2446 74 2372 2347 2267 1011 1256 1217 577 640 332 280
is_linear=0
shrinkage=0.05


Tree=541
num_leaves=24
num_cat=0
split_feature=80 117 53 53 100 34 21 88 24 20 125 21 141 131 72 127 17 28 58 43 94 109 51
split_gain=0.0117297 0.0427069 0.107608 0.0655334 0.0463804 0.046321 0.0659284 0.0681086 0.0506729 0.0894082 0.0865075 0.0758223 0.122406 0.063387 0.0770725 0.0843737 0.0908075 0.0740931 0.111025 0.0989325 0.0805637 0.0618845 0.0618669
threshold=0.0032328735105693345 0.00093549740267917525 0.0042751494329422721 0.0020932231564074759 0.0018488886416889729 0.00055427959887310873 0.00057154725072905432 0.00055427959887310873 0.0011980500421486797 0.00090704852482303988 0.0056525857653468856 0.0056525857653468856 0.0044099434744566688 0.001792412775103003 0.001792412775103003 0.0005893622583243997 0.0038949446752667431 0.0053125319536775359 0.021960759535431865 0.024810968898236755 0.0037758676335215573 0.011519505176693203 0.0015833032084628942
decision_type=2 2 2 2 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 -3 9 10 11 12 22 14 15 16 -10 18 19 20 -15 -14 -7
right_child=1 5 4 -5 -6 8 -8 -9 13 -11 -12 -13 21 17 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-4.3530850428610513e-05 0.00071641562542354962 -0.00086350653121832703 0.0003868791516753972 0.0033526379777594666 -0.0018434362420023716 -0.0022582511836267182 0.0018102151775865284 0.0014158467108588255 -0.00041479650213007964 0.00038418898510641863 0.00063731756543018768 0.00036075903139377337 -0.0050750292983213745 -0.00084180712762316114 0.00056727663910836467 0.00043736251125611888 -0.0029555508186647245 0.0008177073210335708 -0.002508683414972789 0.0013492431534276649 0.00016630479130495362 -0.0018582693952489933 -0.00040080194406557517
leaf_weight=5909.3846052885056 47.95255184173584 82.335551977157593 77.229780554771423 46.371138095855713 33.387130498886108 66.627874970436096 86.055091023445129 54.444555640220642 236.35595500469208 220.59948265552521 77.083394527435303 61.131740808486938 32.098488807678223 462.57799506187439 936.01296544075012 279.85703766345978 41.314162015914917 151.58950567245483 57.168225049972534 88.681169748306274 346.72888934612274 27.988587021827698 137.0240843296051
leaf_count=2989 28 38 44 17 23 40 29 25 108 108 38 30 24 285 423 115 25 78 29 29 165 17 73
internal_value=0 7.0465e-05 0.000771693 0.00201243 -0.000286289 2.87576e-05 0.000725945 4.37773e-05 -1.94477e-05 -0.000424639 -0.000868539 -0.00122584 -0.00159359 7.75623e-05 0.00029007 -0.000175322 -0.000792832 -0.000209215 -0.000372194 -0.000236179 -0.000409905 -0.00357666 -0.0010085
internal_weight=0 3650.62 204.941 94.3237 110.617 3445.67 222.835 136.78 3222.84 622.554 401.954 324.871 263.739 2600.29 1493.54 557.527 277.67 1106.75 955.156 897.988 809.307 60.0871 203.652
internal_count=4780 1791 112 45 67 1679 92 63 1587 330 222 184 154 1257 671 248 133 586 508 479 450 41 113
is_linear=0
shrinkage=0.05


Tree=542
num_leaves=24
num_cat=0
split_feature=145 122 149 52 106 60 94 102 15 76 28 100 125 108 30 52 126 25 126 112 72 0 14
split_gain=0.011957 0.0488952 0.0681705 0.0617834 0.054214 0.0643059 0.0652332 0.063292 0.059267 0.0805552 0.0668104 0.0483798 0.0812812 0.044163 0.0658828 0.0436804 0.0420006 0.0354053 0.0265154 0.0523492 0.0577036 0.0985971 0.0352028
threshold=0.012636432424187662 0.00040826165059115743 0.0011980500421486797 0.0033348383149132137 0.0063990866765379914 0.002945306478068233 0.0098710241727530974 0.025578102096915249 0.028020657598972324 0.0049928687512874612 0.00052132029668428015 0.020035739988088611 0.00052132029668428015 0.0098710241727530974 0.00038414125447161501 0.010500331409275534 0.0010918468469753864 0.0060143163427710542 0.0014881226234138014 0.015923793427646164 0.0010263677686452868 0.00068727668258361529 0.037906534969806678
decision_type=2 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 -4 7 6 8 13 10 11 -6 12 -10 14 -2 -5 17 -16 22 20 21 -20 -1
right_child=1 2 3 15 5 -7 -8 -9 9 -11 -12 -13 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=1.8887093219049976e-05 0.0017975176109387252 0.001948049675543812 0.0013837242409303167 -0.0011582718243197967 -0.0023686682557787831 -0.0022300960758482292 0.0013243895225828405 -0.0014380495461790127 -0.0022883502915106713 0.001213451959987713 -0.00019258295632606484 0.0009045581852477121 4.7840519901718386e-05 -0.00084726391425272388 -0.0012201715999642718 0.00053433442125138785 0.0011436945992294224 0.00059450057567936375 -0.00017962112424554778 0.001530204713557512 -0.00019644770295716132 -0.0030707559406471315 -0.00096496548602179445
leaf_weight=7474.3456369638443 113.84849667549133 79.709473252296448 79.46549654006958 78.420831561088562 69.302749037742615 42.602803707122803 61.034150123596191 41.314162015914917 67.965312004089355 91.551225185394287 71.831237077713013 42.358826994895935 82.335551977157593 43.989036083221436 57.363406419754028 74.164543747901917 79.660677909851074 50.578630566596985 70.347414016723633 37.106669545173645 607.89064109325409 50.773811936378479 92.039178609848022
leaf_count=3735 38 38 28 39 42 24 26 25 41 39 38 14 38 27 37 26 36 28 31 14 321 36 59
internal_value=0 0.00014569 0.000686529 0.000253196 -3.84375e-05 -0.000367393 -0.000204236 0.000411491 -0.000423584 -7.67187e-06 -0.00126113 -0.000587946 -0.00100857 0.000632693 0.000848655 -0.000335576 0.000272828 -0.000369867 -2.14622e-05 -0.000301765 -0.000395012 -0.00139158 6.91929e-06
internal_weight=0 1227.5 311.76 232.051 915.736 528.982 486.379 386.754 425.345 284.211 141.134 192.66 150.301 345.44 301.451 152.585 187.603 107.942 8332.5 766.119 729.012 121.121 7566.38
internal_count=4780 584 131 93 453 262 238 191 212 132 80 93 79 166 139 65 101 65 4196 402 388 67 3794
is_linear=0
shrinkage=0.05


Tree=543
num_leaves=24
num_cat=0
split_feature=74 73 131 32 28 39 83 68 36 97 103 123 47 17 129 4 105 81 96 81 84 19 27
split_gain=0.0118612 0.0247956 0.0125858 0.0375904 0.050513 0.0346637 0.0344781 0.0267123 0.0256656 0.0465402 0.0267245 0.0394096 0.0391565 0.0207293 0.0202301 0.0194024 0.0192725 0.0188551 0.0480953 0.0738741 0.0875568 0.0992854 0.0480433
threshold=0.013860232196748258 0.013032016810029747 0.020658296532928947 0.002945306478068233 0.0062037324532866487 0.00017767510871635753 0.045367386192083366 0.015675474889576439 0.00075379351619631063 0.00038414125447161501 0.00060774214216507982 0.0011615398107096555 0.0056525857653468856 0.0033348383149132137 0.12767273932695392 0.0010585968848317864 0.0015349716995842757 0.011880517937242987 0.0018488886416889729 0.016668972559273246 0.00077738583786413084 0.0072436286136507997 0.00043393640953581786
decision_type=2 2 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 14 4 5 -4 7 8 10 -10 11 12 -7 16 17 -12 -11 -1 19 20 21 -19 -20
right_child=1 -3 3 -5 -6 6 -8 -9 9 13 15 -13 -14 -15 -16 -17 -18 18 22 -21 -22 -23 -24
leaf_value=-4.9596917942397228e-05 0.0017274513210930359 3.7248455867769348e-05 0.0012907012420608644 -0.00064583575697573468 0.0016467394436368696 -0.00041885558337400003 -0.0011031889790888841 0.001032634588079016 0.0021156298186367295 0.00038970376300784487 -0.0002431587413022672 0.00074273973340016283 -0.0022130633079197088 0.00089165732303487632 -0.00085721627402308596 0.0012506346162270956 -0.0011124631017048901 0.0033731433781801368 -0.0012568586062455512 4.8106958609006e-05 -0.00061487038331739768 0.00055776526980582427 6.2774703800374146e-05
leaf_weight=7150.4418981075287 30.565870404243469 74.798883199691772 63.70902419090271 117.45048224925995 65.144051909446716 86.787021160125732 57.217020392417908 79.611882567405701 35.769232511520386 41.362957358360291 47.854961156845093 39.927929639816284 46.810296177864075 50.529835224151611 72.172804474830627 39.830338954925537 44.135422110557556 67.574949264526367 74.457315802574158 239.37239646911621 40.074315667152405 58.359276056289673 936.04179799556732
leaf_count=3483 15 52 28 78 33 59 31 34 13 27 24 22 35 26 52 18 33 25 38 124 28 24 478
internal_value=0 0.000527569 -5.87936e-06 0.000181804 0.000320931 0.000184605 6.09409e-05 0.000190877 3.61138e-05 0.000510776 -0.00027607 -0.000635581 -0.00104752 8.87725e-05 -2.36111e-05 0.000435385 -0.000385735 -1.65878e-05 0.000150114 0.000610206 0.00142071 0.00206847 -3.44608e-05
internal_weight=0 105.365 9454.64 816.14 698.69 633.546 569.837 512.62 433.008 171.797 261.211 173.525 133.597 136.028 8638.49 87.6853 85.4984 8566.32 1415.88 405.381 166.009 125.934 1010.5
internal_count=4780 67 4713 461 383 350 322 291 257 99 158 116 94 86 4252 42 60 4200 717 201 77 49 516
is_linear=0
shrinkage=0.05


Tree=544
num_leaves=24
num_cat=0
split_feature=105 77 31 71 143 23 102 96 143 145 121 33 42 61 140 26 36 93 102 108 9 71 9
split_gain=0.0113137 0.0318927 0.0179309 0.0169781 0.0163083 0.0319039 0.0475729 0.0241095 0.0169049 0.0444194 0.0540404 0.0665682 0.135511 0.202618 0.0847508 0.0758288 0.058942 0.0507543 0.0895414 0.0766545 0.0744327 0.0843131 0.0735019
threshold=0.02636832278221846 0.00057154725072905432 0.00093549740267917525 0.0027679565828293566 0.055838862434029586 0.045367386192083366 0.00062670491752214741 0.0020932231564074759 0.0056525857653468856 0.00017767510871635753 0.0011261500185355546 0.0027679565828293566 0.0027679565828293566 0.0013146653072908523 0.076978169381618514 0.0038949446752667431 0.0030382014811038975 0.0028552538715302949 0.00017767510871635753 0.013032016810029747 0.00017767510871635753 0.0033348383149132137 0.000490355829242617
decision_type=2 2 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 8 6 -6 -7 -1 -10 17 12 -12 -14 15 16 -13 18 19 -11 21 -19 -22
right_child=1 2 -4 -5 5 7 -8 -9 9 10 11 14 13 -15 -16 -17 -18 20 -20 -21 22 -23 -24
leaf_value=4.1272222655932971e-05 0.0014234957873713967 0.00024446383910992471 0.00055811395570683968 -0.0012795307957365726 0.0020283851945068708 -0.0011998801427278143 3.0217360633031456e-05 0.0004853394273469561 -0.00071290787561643226 -0.0014666752783730889 0.00039892031966891946 -2.540573812749499e-05 -0.0041073858602566479 -0.00069994953632433103 0.0013074467003078773 -0.0019268305789451293 -0.0014430969737142297 -0.00014446393428406412 0.00013992248205652432 0.00082990972802279937 -0.001818979654426355 0.0021853767975861713 0.00041862289537023439
leaf_weight=5218.1048774719238 53.009527921676636 34.675772190093994 70.493800044059753 38.639287948608398 55.684401988983154 40.025520324707031 64.050591588020325 45.180087089538574 271.61727130413055 166.59408509731293 131.33276879787445 1087.602471113205 60.038280487060547 159.61412787437439 99.331870675086975 61.180536150932312 78.616012930870056 58.554457426071167 1301.7676150798798 46.46872878074646 42.749189734458923 115.28352439403534 259.38515663146973
leaf_count=2533 20 22 37 23 22 26 42 22 154 101 55 501 39 84 35 32 47 32 722 21 30 43 137
internal_value=0 0.000375164 -1.12623e-05 -0.000558728 -7.88612e-06 0.000433231 0.000959493 -0.000306296 -1.77573e-05 -9.59329e-05 -5.02521e-05 -0.000259297 -0.000871635 -0.00163131 -9.73033e-05 -0.000210988 -0.000120974 0.000125917 -1.55978e-05 -0.000965793 0.000576302 0.00140061 0.000102023
internal_weight=0 196.818 143.809 73.3151 9363.18 204.941 119.735 85.2056 9158.24 3940.14 3668.52 1677.72 350.985 219.652 1326.73 1227.4 1166.22 1990.8 1514.83 213.063 475.972 173.838 302.134
internal_count=4780 102 82 45 4678 112 64 48 4566 2033 1879 793 178 123 615 580 548 1086 844 122 242 75 167
is_linear=0
shrinkage=0.05


Tree=545
num_leaves=24
num_cat=0
split_feature=69 17 1 11 0 60 15 60 47 110 142 42 99 72 32 54 97 21 63 60 31 65 103
split_gain=0.0112266 0.0586548 0.0796707 0.0348445 0.0567225 0.0855554 0.114174 0.0541228 0.0456142 0.0553199 0.0384543 0.0464207 0.0517127 0.0548556 0.0513097 0.0509581 0.0502136 0.0481101 0.0377158 0.0360912 0.0338428 0.0283206 0.0281005
threshold=0.00747153488919139 0.19438949227333072 0.0013986918493174019 0.020658296532928947 0.00050559637020342063 0.013860232196748258 0.014740333426743748 0.0025217677466571335 0.0098710241727530974 0.0016846025246195497 0.0017376682371832433 0.0011261500185355546 0.00050559637020342063 0.0072436286136507997 0.0015833032084628942 0.00017767510871635753 0.00017767510871635753 0.0026012937305495147 0.0034400182776153092 0.00096484774257987748 0.0012357163941487672 0.00017767510871635753 0.00073092587990686308
decision_type=2 2 2 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 8 -7 19 10 18 -6 15 -13 16 -15 -12 17 -14 -10 -5 -9 -18 -19
right_child=3 2 -4 7 5 6 -8 20 9 -11 11 12 13 14 -16 -17 21 22 -20 -21 -22 -23 -24
leaf_value=-5.2596754359295159e-06 0.0016138010292922956 -0.0028996308713361754 -0.00011598785762355129 -0.0009151813256871998 -0.00081026572165111594 -0.0027559727312726095 0.0007645947924719244 -0.0025065013684318848 -0.0024315211222115229 0.00041020179141568539 0.0010024607967038374 -0.00070578676437754511 0.0027470674527545601 -0.0011380591628367338 0.00079900618543240023 -0.001304875272218385 0.0011902298501532179 0.0018853134686956194 -0.00023745268241534773 0.0010078737040452787 -0.00041388669246708555 -0.00063521236598890131 0.00052645975652340952
leaf_weight=8255.0295948982239 71.587260365486145 41.411752700805664 67.770130634307861 40.074315667152405 51.964862942695618 54.68853235244751 39.781543612480164 40.025520324707031 41.362957358360291 92.839866876602173 39.830338954925537 51.916067600250244 76.741827130317688 49.289988875389099 111.5639853477478 59.9406898021698 43.745059370994568 76.741827130317688 37.204260230064392 62.371587157249451 37.350646257400513 41.314162015914917 75.453185439109802
leaf_count=4142 28 29 33 28 31 35 16 26 27 38 18 29 24 29 52 35 17 24 18 27 24 25 25
internal_value=0 -2.04871e-05 -0.0011718 0.000143301 0.000256853 0.000153991 -0.00127345 -0.000498246 0.000312656 -0.000416121 0.000496764 0.000605169 0.000792472 0.000956279 0.000205437 -0.000383746 0.00134092 0.00172633 -0.00139255 0.000255622 -0.00149636 0.000303593 0.00121164
internal_weight=0 8364.21 109.182 1195.79 1015.97 944.379 94.4701 179.822 849.909 171.407 678.502 626.537 526.766 474.85 160.854 99.771 313.996 228.937 78.5672 102.446 77.3762 85.0592 152.195
internal_count=4780 4204 62 576 471 443 51 105 392 83 309 278 225 196 81 53 115 73 45 55 50 42 49
is_linear=0
shrinkage=0.05


Tree=546
num_leaves=24
num_cat=0
split_feature=44 36 148 10 18 21 46 147 107 23 31 136 112 86 86 19 70 131 79 83 68 72 3
split_gain=0.0114979 0.0263882 0.0445681 0.0339099 0.0328753 0.0328062 0.0437599 0.0374635 0.0707174 0.0546449 0.0485858 0.028539 0.0278235 0.0293993 0.0270793 0.0256734 0.0223886 0.0327607 0.0212574 0.0915786 0.0789336 0.0963719 0.0940866
threshold=0.019431582652032379 0.001792412775103003 0.00087947337306104611 0.0013986918493174019 0.00017767510871635753 0.0068083447404205808 0.0062037324532866487 0.0038949446752667431 0.0051502294372767219 0.015675474889576439 0.00060774214216507982 0.0003614811430452392 0.00050559637020342063 0.0012745757703669371 0.00037263428384903824 0.02129978779703379 0.0012357163941487672 0.0037758676335215573 0.00017767510871635753 0.00040826165059115743 0.0068083447404205808 0.0028552538715302949 0.00044738779251929378
decision_type=2 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 -4 6 7 8 10 -9 -5 -10 13 -8 -6 -3 -7 -18 19 -1 22 -22 -21
right_child=1 15 3 5 14 16 12 9 11 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 -24
leaf_value=0.0018341139000064251 -0.001418999944607278 0.0011625632494099184 0.0016114835044234344 -0.0032132523953641483 0.00092901714174731763 -0.00053439722967703535 0.00024606365106432109 -0.00068016898501855867 -0.00091961171019116291 0.001346934651780068 -0.00098050393716339092 0.00068135253414780691 -0.00039746252224910682 0.0018497342941791086 -0.00057287491982765308 -0.00017311072788681731 0.0010095952953651319 -0.00016711198290355575 -6.3547188525421667e-05 -0.0004281153817463669 0.00059130968599683826 -0.0017558171985325834 0.0010483918148531726
leaf_weight=75.599571466445923 49.192398190498352 111.32000863552094 67.623744606971741 44.037831425666809 64.900075197219849 53.155913949012756 82.43314266204834 93.230229616165161 57.119429707527161 51.672090888023376 54.542146325111389 54.298169612884521 78.372036218643188 43.745059370994568 55.830788016319275 53.155913949012756 166.8092292547226 91.648815870285034 6495.5235934257507 849.0307629108429 696.49418294429779 46.663910150527954 123.60091865062714
leaf_count=31 25 42 27 29 23 26 42 54 27 19 29 19 37 17 28 26 56 43 3441 356 293 29 61
internal_value=0 0.0001399 5.22183e-05 0.000120532 0.000728858 -1.10094e-05 -0.000240017 -0.000575735 -0.00100246 4.26951e-05 -0.00197792 -0.000139399 0.000342462 0.000802045 0.000234482 0.000730895 0.000400136 0.000592337 -2.14923e-05 0.000130998 5.59565e-05 0.00044393 -0.000240483
internal_weight=0 1273.09 1108.61 1059.42 188.355 871.064 559.45 354.9 209.998 144.902 98.58 111.418 204.55 126.178 120.731 164.476 311.614 258.458 8286.91 1791.39 1715.79 743.158 972.632
internal_count=4780 569 501 476 78 398 273 177 104 73 58 46 96 59 51 68 125 99 4211 770 739 322 417
is_linear=0
shrinkage=0.05


Tree=547
num_leaves=24
num_cat=0
split_feature=105 127 61 59 71 51 47 106 145 21 146 73 76 91 11 83 147 0 25 87 77 36 23
split_gain=0.0119261 0.0703195 0.0615938 0.114958 0.0625365 0.056283 0.106292 0.0631805 0.0830964 0.0837493 0.172993 0.111856 0.0854841 0.0858279 0.0810385 0.0798213 0.0727444 0.0643541 0.0634781 0.062997 0.0578928 0.122653 0.0730454
threshold=0.00017767510871635753 0.0036604277556762104 0.0048403022810816774 0.0012357163941487672 0.017724351026117805 0.016164712607860569 0.016164712607860569 0.0011980500421486797 0.00093549740267917525 0.000490355829242617 0.0021592099219560628 0.0012357163941487672 0.0011615398107096555 0.000490355829242617 0.00017767510871635753 0.0026833302108570938 0.00085274505545385193 0.0066005610860884198 0.0026833302108570938 0.0010263677686452868 0.0035485138650983576 0.00037263428384903824 0.00093549740267917525
decision_type=2 2 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 7 -7 15 14 10 11 -10 13 17 -9 20 -17 -11 -16 -15 22 -22 -1
right_child=-2 2 -4 -5 -6 6 -8 8 9 12 -12 -13 -14 19 18 16 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.0013949297067878286 2.82488478063939e-05 -0.0020699800937632883 6.9652479799014013e-05 -0.0032916483691524737 0.00017849327522131151 -0.0026132492806304887 0.00090806408977093904 0.0025817417989868821 -0.0017346376169936992 0.001887245111225011 -0.0040330625134154356 0.0013999312027397036 -0.00040875288262599445 -0.00099856210492500113 0.0010023020412554583 -0.0020237469091374713 -0.00023480601912917364 -0.00010903987798019752 -0.0011802422354588444 0.0012638718680460736 0.0029917858541912614 -0.00019904447198122223 0.0008437293957076448
leaf_weight=87.636504769325256 7612.2480374574661 46.761500835418701 126.12940669059753 54.68853235244751 91.307248473167419 53.35109531879425 35.818027853965759 66.237512230873108 53.253504633903503 168.34184765815735 36.013209223747253 61.131740808486938 245.81560492515564 86.494249105453491 172.06138670444489 104.97439086437225 123.89369070529938 53.107118606567383 41.314162015914917 47.757370471954346 47.757370471954346 81.534863710403442 62.371587157249451
leaf_count=40 3844 33 57 35 29 34 15 24 30 65 23 30 119 47 56 51 73 24 25 20 20 59 27
internal_value=0 -0.000110403 -0.000789396 -0.00135151 -0.000583026 2.25253e-05 -0.00119879 9.32556e-05 0.000318061 4.43989e-05 -0.00101091 -5.94071e-05 0.000308259 0.000803768 0.00105397 -0.000363076 -0.00105534 0.0014085 0.000579714 -0.000193746 0.000204184 0.00097957 -0.000464122
internal_weight=0 1947.75 318.887 192.757 138.069 1628.87 89.1691 1539.7 1031.53 751.915 150.398 114.385 601.516 355.701 279.613 508.168 228.868 221.449 213.376 134.252 279.3 129.292 150.008
internal_count=4780 936 154 97 62 782 49 733 463 358 83 60 275 156 105 270 124 89 81 67 146 79 67
is_linear=0
shrinkage=0.05


Tree=548
num_leaves=24
num_cat=0
split_feature=105 127 112 109 106 87 146 149 83 93 12 116 95 140 3 140 93 54 90 141 37 34 76
split_gain=0.0107633 0.0634633 0.104935 0.0667548 0.120213 0.106063 0.104885 0.0899539 0.0854234 0.0737517 0.0735683 0.0700784 0.0645341 0.0816005 0.0610998 0.0754879 0.0604253 0.0577114 0.0555353 0.0842546 0.0677192 0.0604454 0.0663247
threshold=0.00017767510871635753 0.0036604277556762104 0.0062037324532866487 0.011519505176693203 0.0011980500421486797 0.00043393640953581786 0.0063990866765379914 0.00060774214216507982 0.0020292587578296666 0.0014881226234138014 0.0010263677686452868 0.0012357163941487672 0.0021592099219560628 0.00090704852482303988 0.00017767510871635753 0.0034400182776153092 0.00057154725072905432 0.0084566329605877417 0.00099512818269431613 0.0030382014811038975 0.007706565549597145 0.0046923852059990176 0.0013146653072908523
decision_type=2 2 2 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 8 7 18 -5 12 -9 11 -7 13 -1 15 -3 -17 -16 19 20 21 22 -6
right_child=-2 2 -4 5 6 10 -8 9 -10 -11 -12 -13 -14 -15 17 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-4.4241981024446424e-05 2.6836404322689782e-05 -0.00076268188456291323 0.0011958031036103998 -0.00023499231829455432 0.00033677617712241976 0.00050033089843050111 -0.0016521628144665172 -0.0044152449727732834 -0.0012173414086986162 -0.0011339648438225141 0.0012631321667400893 -0.0020054261873478428 -0.0016888009932539676 0.0022895719490446647 0.00047561889623469271 -0.0017278838200341024 -0.0047239228105968485 -0.0017924926158847604 -0.00093555680095128233 0.0019483532813770296 0.0021013729148959379 0.0011676561374982101 -0.0013288620220997778
leaf_weight=158.47187221050262 7612.2480374574661 72.827106714248657 56.924248337745667 53.253504633903503 326.27697110176086 57.021839022636414 51.867272257804871 38.785673975944519 210.29034912586212 30.663461089134216 79.660677909851074 54.639737010002136 39.879134297370911 49.046012163162231 77.083394527435303 37.301850914955139 30.663461089134216 44.086626768112183 50.627425909042358 127.22286701202393 62.322791814804077 165.66697359085083 73.168674111366272
leaf_count=91 3844 25 19 30 134 23 27 29 116 19 36 33 20 19 38 22 19 31 30 48 25 63 39
internal_value=0 -0.000104883 -0.000749926 2.1399e-05 0.000177827 -0.000633574 0.00052718 -0.001781 -0.000476438 -0.00296648 0.000102318 -0.00072582 0.000153338 0.000507345 -0.00117273 -0.00188113 -0.00307959 -0.000349613 0.000667548 0.000775095 0.000537197 0.000364694 3.1672e-05
internal_weight=0 1947.75 318.887 1628.87 1314.84 314.025 857.153 122.703 457.687 69.4491 191.322 111.662 247.397 207.518 261.962 140.792 67.9653 121.17 805.286 754.658 627.435 565.113 399.446
internal_count=4780 936 154 782 612 170 366 78 246 48 92 56 130 110 135 66 41 69 339 309 261 236 173
is_linear=0
shrinkage=0.05


Tree=549
num_leaves=24
num_cat=0
split_feature=56 56 81 14 60 27 71 135 43 42 8 75 22 109 37 19 27 129 107 0 113 20 81
split_gain=0.0110957 0.0614138 0.0546749 0.070928 0.0715563 0.076707 0.0416423 0.0571214 0.0373122 0.0485856 0.0377756 0.0283632 0.0325305 0.0386602 0.0266352 0.0262846 0.0244144 0.0641845 0.0662917 0.0796015 0.0662063 0.0571202 0.0696928
threshold=0.00096484774257987748 0.0012745757703669371 0.0035485138650983576 0.00017767510871635753 0.0017376682371832433 0.0070226341485977182 0.0079489401541650313 0.0063990866765379914 0.0019672545604407792 0.0045489775948226461 0.00747153488919139 0.0010918468469753864 0.0010918468469753864 0.0084566329605877417 0.0020932231564074759 0.0046923852059990176 0.010180860292166473 0.0018488886416889729 0.004017772153019906 0.013439828064292671 0.00050559637020342063 0.00070876078098081063 0.004017772153019906
decision_type=2 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 14 -4 5 -5 11 8 10 -10 -8 -3 -13 -14 -2 -12 -1 18 19 21 -19 22 -18
right_child=1 6 3 4 -6 -7 7 -9 9 -11 15 12 13 -15 -16 -17 17 20 -20 -21 -22 -23 -24
leaf_value=4.3525093215960627e-06 -0.0010172532304293621 0.0015897497856596757 0.0032194928034087371 0.00060158146563913111 -0.00043197774549599046 0.0031919662066985004 -0.0013682778226969321 0.0010477354959156503 -0.0028826144748761938 -0.0004947099953628661 -0.00058994022370740542 -0.00012398949596660236 -4.3497317273396581e-05 0.0019665956561212877 0.00073606397844597714 0.0011418321802423232 -0.00085417032819904521 -0.00024491628931649142 0.00095260034350565367 0.00086167523223418469 -0.0021707920752098036 4.9058200520436874e-06 -0.0034582082850278801
leaf_weight=7808.9799278974533 54.68853235244751 33.191949129104614 34.431795477867126 82.43314266204834 77.32737123966217 43.745059370994568 61.473308205604553 45.131291747093201 44.086626768112183 41.21657133102417 45.277677774429321 389.84847903251648 50.773811936378479 45.228882431983948 35.866823196411133 42.456417679786682 89.071532487869263 98.579977750778198 129.84894573688507 90.360174179077148 81.534863710403442 98.336001038551331 36.110799908638
leaf_count=3781 35 15 12 42 48 17 44 20 31 21 26 264 36 24 17 18 45 58 48 44 59 48 27
internal_value=0 0.000147336 0.000722818 0.00112077 0.000765676 0.00149965 -8.93553e-05 -0.000581225 -0.000894717 -0.00172883 -0.000417845 0.000175647 7.90392e-05 0.0009035 -0.000322806 0.000248102 -1.96937e-05 -0.000320694 2.42664e-06 -0.000390652 -0.00111673 -0.000896922 -0.00160535
internal_weight=0 1127.18 328.493 237.937 203.506 126.178 798.685 279.642 234.511 85.3032 149.207 519.043 485.851 96.0027 90.5554 87.7341 8432.82 623.842 443.727 313.879 180.115 223.518 125.182
internal_count=4780 670 171 119 107 59 499 160 140 52 88 339 324 60 52 44 4110 329 212 164 117 120 72
is_linear=0
shrinkage=0.05


Tree=550
num_leaves=24
num_cat=0
split_feature=145 108 92 44 99 65 117 14 18 108 93 0 58 115 50 147 9 126 71 53 115 20 145
split_gain=0.0111095 0.0492736 0.0662477 0.0590607 0.0485785 0.0700016 0.0973039 0.0774427 0.068565 0.0657179 0.0651848 0.063965 0.0561575 0.0449202 0.044144 0.0439606 0.0438354 0.0429518 0.0841843 0.067048 0.0479152 0.0468939 0.0344952
threshold=0.012636432424187662 0.0098710241727530974 0.011169348377734424 0.00044738779251929378 0.0084566329605877417 0.00043393640953581786 0.0027679565828293566 0.007706565549597145 0.00017767510871635753 0.0051502294372767219 0.00096484774257987748 0.011519505176693203 0.0095705352723598498 0.0011980500421486797 0.007706565549597145 0.011169348377734424 0.00037263428384903824 0.00047558375808876013 0.0092791137285530585 0.030689206905663017 0.0038949446752667431 0.00070876078098081063 0.0062037324532866487
decision_type=2 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 -3 5 6 7 9 12 10 13 14 15 -2 16 -7 -8 -5 20 -20 21 -19 -1
right_child=1 2 -4 17 -6 8 11 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24
leaf_value=1.71687721525891e-05 -0.0032388328385787955 0.0014149593893070221 -0.0018358010155933955 -0.0017413990653649448 0.0013267891699822911 -0.0020404389260260543 0.0013811965537861631 0.001099554345080887 -0.0022070534236799063 0.00076281372461222492 0.00027736342491579497 -0.00026758769424953998 0.00097896355147257682 -0.00069389399303510608 0.00071953168674181026 0.00047320864679894912 0.0032923869733130838 -0.0033298483321835223 -0.00032104956645609021 0.0017443898608152913 0.00018902606447850935 -0.00059052525432573858 -0.000294078328017541
leaf_weight=7319.0365922451019 49.289988875389099 58.359276056289673 59.989485144615173 45.326473116874695 113.89729201793671 42.749189734458923 71.636055707931519 73.071083426475525 49.387579560279846 43.793854713439941 34.4805908203125 61.034150123596191 68.863590955734253 26.748740673065186 88.827555775642395 29.326024055480957 51.623295545578003 33.435925841331482 83.624193668365479 74.115748405456543 38.590492606163025 29.326024055480957 1013.4667599201202
leaf_count=3666 29 24 37 28 40 30 30 35 33 19 14 26 24 20 35 18 17 25 37 24 21 18 530
internal_value=0 0.000140432 -0.000296628 -4.21082e-05 0.000370043 0.000212305 0.000522677 -0.000241384 -0.000603888 -0.000876352 -0.00152588 0.00115879 -4.21093e-05 -0.00234358 0.00156927 -0.00101768 0.00218164 -0.000321438 -7.30259e-05 0.000649419 -0.0011974 -0.00204988 -2.06876e-05
internal_weight=0 1227.5 422.768 362.778 804.729 690.832 500.505 227.384 190.326 154.313 110.519 273.121 140.939 76.0387 212.087 72.0752 123.259 304.419 259.092 157.74 101.352 62.7619 8332.5
internal_count=4780 584 214 177 370 330 225 117 105 82 63 108 72 49 82 48 47 153 125 61 64 43 4196
is_linear=0
shrinkage=0.05


Tree=551
num_leaves=24
num_cat=0
split_feature=74 32 85 64 109 139 55 114 34 73 121 37 108 14 127 125 124 10 13 88 111 3 24
split_gain=0.010934 0.0233809 0.0279193 0.0122808 0.0338052 0.0497133 0.0247333 0.0286069 0.0245503 0.0207681 0.0315069 0.0261463 0.0253919 0.0196557 0.0667671 0.0356411 0.0707013 0.0526553 0.0269655 0.02731 0.0371199 0.0332853 0.065841
threshold=0.013860232196748258 0.0015833032084628942 0.0092791137285530585 0.000490355829242617 0.010500331409275534 0.00038414125447161501 0.00099512818269431613 0.0038949446752667431 0.0035485138650983576 0.013032016810029747 0.00087947337306104611 0.0023699469165876512 0.0051502294372767219 0.021960759535431865 0.0066005610860884198 0.027182282879948619 0.0012745757703669371 0.0011615398107096555 0.0026833302108570938 0.023343417793512348 0.0020292587578296666 0.0015833032084628942 0.00087947337306104611
decision_type=2 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 9 -6 13 -8 -9 11 -11 12 -5 18 15 16 -15 -18 19 20 21 -1 -23
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=-1.2179595793133253e-05 0.0021192372285385986 -0.00058590908503325292 0.00013608721855752959 0.00041285824638639967 0.0022569180205137635 -3.912308687165751e-05 -0.0011793057042777033 0.00029012065927602108 -0.00068688018102666681 2.3022265151827978e-05 0.0015137816630945672 -0.0016292965712714335 -0.0012789854802600952 -0.0025140812786376 0.001431380282243562 0.00043317708761832143 0.0011912757052841149 -0.0012015100518204193 0.0010134647291858083 -0.00043633841475111619 -0.0013089129774759901 0.00092218656779744868 5.9922450248779598e-05
leaf_weight=6769.946608543396 31.854512095451355 33.435925841331482 40.074315667152405 79.807063937187195 46.419933438301086 47.903756499290466 93.376615643501282 140.04052579402924 118.88550996780396 164.45595979690552 45.180087089538574 34.773362874984741 30.71225643157959 59.989485144615173 39.781543612480164 45.180087089538574 35.866823196411133 64.050591588020325 66.579079627990723 339.02587175369263 52.062453627586365 295.20318448543549 885.39440929889679
leaf_count=3118 14 25 28 42 19 26 60 89 83 121 22 26 21 37 16 22 17 42 38 226 35 152 501
internal_value=0 0.00050653 0.00101435 -5.6449e-06 0.000249488 0.00109084 -1.83727e-05 -0.000429037 -0.000158468 2.58962e-05 0.000344306 -0.000433522 -5.72889e-05 -1.65289e-06 -0.000443238 -0.000806866 -0.00115723 -0.000342584 1.12072e-05 3.20764e-06 2.18288e-05 3.05428e-05 0.000275528
internal_weight=0 105.365 71.9288 9454.64 449.252 94.3237 9005.38 352.303 258.926 354.929 209.636 145.293 110.519 8653.08 244.869 205.087 159.907 99.9174 8408.21 8341.63 8002.61 7950.54 1180.6
internal_count=4780 67 42 4713 277 45 4436 232 172 232 143 89 63 4204 134 118 96 59 4070 4032 3806 3771 653
is_linear=0
shrinkage=0.05


Tree=552
num_leaves=24
num_cat=0
split_feature=38 4 19 50 25 84 75 83 149 146 115 44 9 73 117 76 95 106 87 29 93 85 98
split_gain=0.0109038 0.0415228 0.0127717 0.0599102 0.068449 0.123791 0.0552812 0.0524469 0.0680514 0.0553963 0.154891 0.0399191 0.0988659 0.0971968 0.0673133 0.0661479 0.0649299 0.0844707 0.077978 0.0748949 0.085121 0.0815336 0.0745182
threshold=0.021635212935507301 0.0019672545604407792 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.0019071503775194289 0.00042089859198313212 0.11759182065725328 0.0013986918493174019 0.00017767510871635753 0.00085274505545385193 0.00057154725072905432 0.00080172589514404546 0.0023699469165876512 0.010829726699739696 0.0049928687512874612 0.00047558375808876013 0.0063990866765379914 0.00055427959887310873 0.00017767510871635753 0.0020292587578296666 0.0016331639490090313 0.0019672545604407792
decision_type=2 2 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 -6 9 -9 10 -4 12 16 14 15 -13 17 19 -18 -5 21 22 -21
right_child=1 -3 7 11 6 -7 -8 8 -10 -11 -12 13 -14 -15 -16 -17 18 -19 -20 20 -22 -23 -24
leaf_value=-0.0023185036581481089 -0.0019449655548401331 0.00028441266839430307 -0.0025737975644553514 -0.00038207714281762728 0.0014268372695935819 0.0013605118237068608 -0.00038889626656248488 -0.00073381833903362801 0.0014965496608002286 -1.7748670236894176e-05 0.00038753612748299704 -0.00062629400695329775 -0.0016273367438936479 -0.0015804209931558116 0.0013457433700828436 0.0013287316393052083 -0.0006769912489278467 -0.00033696835667182222 0.0012626428045334924 0.0042003889955013274 0.00035251050723374573 0.00042145186586345547 0.0019692015642962606
leaf_weight=90.750536918640137 33.387130498886108 55.781992673873901 78.420831561088562 46.712705492973328 57.119429707527161 30.565870404243469 157.52479791641235 47.95255184173584 119.24704015254974 7684.8311674594879 101.05967044830322 180.32998561859131 47.95255184173584 84.112147092819214 108.59633922576904 56.924248337745667 139.79654908180237 80.998114943504333 82.335551977157593 62.22520112991333 75.501980781555176 43.989036083221436 93.884531855583191
leaf_count=60 23 26 39 31 27 15 106 28 44 3859 52 72 28 57 38 19 79 37 38 21 27 27 27
internal_value=0 -0.000550322 5.18135e-06 0.000142339 -0.000442257 -0.00139157 9.42924e-05 -1.93986e-05 0.000856884 -3.80288e-05 -0.000906366 0.000320342 0.000560658 -5.60336e-05 0.000314703 -0.000157226 0.000728411 0.00110649 4.19541e-05 0.00146924 0.00178302 0.00232279 0.00285855
internal_weight=0 89.1691 9470.83 1439.32 335.961 121.316 214.644 8031.51 167.2 7864.31 179.481 1103.36 673.396 429.963 345.851 237.254 625.444 403.312 222.132 322.313 275.601 200.099 156.11
internal_count=4780 49 4731 709 208 75 133 4022 72 3950 91 501 315 186 129 91 287 170 117 133 102 75 48
is_linear=0
shrinkage=0.05


Tree=553
num_leaves=24
num_cat=0
split_feature=82 50 135 150 142 44 100 40 138 65 121 96 148 128 100 53 88 21 100 50 42 76 0
split_gain=0.0112751 0.0505596 0.0483511 0.061713 0.0541371 0.0586279 0.0707671 0.0645248 0.0643002 0.0860932 0.0627012 0.0605233 0.0554798 0.0528319 0.0778155 0.0499818 0.0453226 0.043779 0.0395312 0.0353836 0.0544921 0.0986708 0.157473
threshold=0.0070226341485977182 0.00047558375808876013 0.010500331409275534 0.0060143163427710542 0.00096484774257987748 0.0010918468469753864 0.00070876078098081063 0.0048403022810816774 0.0012745757703669371 0.00068727668258361529 0.0042751494329422721 0.0020932231564074759 0.0020292587578296666 0.00080172589514404546 0.0092791137285530585 0.001792412775103003 0.0028552538715302949 0.0079489401541650313 0.0049928687512874612 0.0053125319536775359 0.0023699469165876512 0.0005893622583243997 0.00017767510871635753
decision_type=2 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 4 -4 13 10 -7 11 9 -9 -6 12 -8 14 -3 -15 -10 -13 -11 -1 -21 22 -22
right_child=1 2 3 -5 5 6 7 8 16 18 -12 17 -14 15 -16 -17 -18 -19 -20 20 21 -23 -24
leaf_value=7.7014157822885367e-05 -0.0012338179082351242 0.0025230962219610054 -0.0019523526217184433 0.00015318177322194804 -0.0019739761509114198 0.0018104643508896436 -0.0017799240394882441 -0.00022213223902315039 0.0012640392612343278 -0.0035465971456175045 9.6544054541604153e-06 0.0011556914854314343 0.00021884700637350452 -0.0010081457152853308 0.00061451328941576318 0.00091351341801221416 -0.00064411989469341784 -0.00031833923125692583 -0.0011499981532970573 5.3617687730062567e-05 -0.002882495699481537 0.00016229952911865967 -0.0004518975715463809
leaf_weight=4095.9508341550827 66.383898258209229 76.693031787872314 58.408071398735046 86.103886365890503 66.579079627990723 66.139921545982361 45.082496404647827 118.10478448867798 70.152232646942139 37.350646257400513 99.185484647750854 261.83601677417755 151.00396156311035 66.481488943099976 175.87851643562317 68.912386298179626 55.928378701210022 62.371587157249451 31.903307437896729 1908.8686609268188 70.737776756286621 670.28219103813171 1149.661323428154
leaf_count=2338 30 22 26 31 38 20 18 51 23 24 29 76 54 34 51 26 32 27 16 903 47 295 569
internal_value=0 0.000118263 0.000174427 -0.000697822 0.000261143 7.7029e-05 0.000236203 0.000111317 -0.000455401 -0.00104287 -0.000787068 0.000452724 -0.000240693 0.000766854 0.00119405 -3.00652e-05 0.000417595 0.000872115 -0.00244255 -2.49318e-05 -0.00013483 -0.000325091 -0.000592782
internal_weight=0 1664.5 1598.12 144.512 1453.6 1065.64 899.873 833.733 313.439 187.359 165.765 520.294 196.086 387.965 252.572 135.394 126.081 324.208 69.254 7895.5 3799.55 1890.68 1220.4
internal_count=4780 628 598 57 541 408 341 321 146 91 67 175 72 133 73 60 55 103 40 4152 1814 911 616
is_linear=0
shrinkage=0.05


Tree=554
num_leaves=24
num_cat=0
split_feature=144 21 8 124 114 87 143 150 129 108 98 15 59 81 15 127 52 92 39 79 93 71 99
split_gain=0.010732 0.0377002 0.023067 0.0200895 0.0544724 0.0148247 0.0463467 0.0574274 0.087298 0.0460855 0.0843944 0.100386 0.0930091 0.108779 0.0716028 0.0853935 0.0835277 0.083013 0.0767096 0.109138 0.0680933 0.0652635 0.0587269
threshold=0.066585760563611998 0.0022975050378590827 0.0011261500185355546 0.08153740689158441 0.007706565549597145 0.00062670491752214741 0.00057154725072905432 0.0028552538715302949 0.000490355829242617 0.007706565549597145 0.034632634371519096 0.0014881226234138014 0.0016846025246195497 0.0053125319536775359 0.012636432424187662 0.00017767510871635753 0.0020292587578296666 0.0049928687512874612 0.0041444667149335155 0.0022975050378590827 0.0070226341485977182 0.0079489401541650313 0.0019672545604407792
decision_type=2 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 5 -5 9 7 8 -7 -1 11 12 13 -11 15 18 22 -16 19 -13 -18 -19 -17
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 14 -14 -15 17 16 20 21 -20 -21 -22 -23 -24
leaf_value=-3.6658311375251877e-05 -0.0010306302594494956 0.0018667103343718739 0.00053216554940131668 -0.0024120139591089257 6.5582558365481181e-05 -0.0031816745187503315 -2.944080962252582e-05 0.00011445414448186007 -0.00026016086897064902 0.00067045020956387998 0.0012542208829816163 -0.0024521470675474017 -0.00010906755823764748 0.0039162453972100015 0.00076744911720966604 -2.0546634040732544e-05 -0.0017984931810625503 0.00034493124758191236 0.00032893412094029046 -0.00025509375958335614 0.00074878762787909062 -0.0024908650720159142 0.002016843951223589
leaf_weight=3328.8874465227127 37.44823694229126 34.578181505203247 63.904205560684204 32.049693465232849 72.07521378993988 48.09893786907196 4428.4292602539062 87.538914084434509 54.590941667556763 54.493350982666016 200.99704802036285 123.99128139019012 74.457315802574158 49.046012163162231 350.44842839241028 66.579079627990723 65.436823964118958 42.602803707122803 82.481938004493713 103.88093054294586 43.793854713439941 38.736878633499146 75.453185439109802
leaf_count=1682 28 18 36 22 48 34 2188 36 31 27 58 77 38 19 156 38 45 24 44 60 19 27 25
internal_value=0 0.000441106 -4.52645e-05 -6.36241e-06 -0.000697023 1.35383e-06 -6.22681e-05 -0.00082647 -0.00162857 6.38575e-05 0.000307669 0.000145253 0.00123873 0.00220797 -5.06753e-05 -0.000422885 0.000262331 0.000433449 -0.000977635 -0.00145057 -0.000777212 -0.00100558 0.0010618
internal_weight=0 135.931 101.352 9424.07 104.125 9319.94 4618.66 190.229 102.69 4701.29 1372.4 1171.4 177.997 103.539 993.405 561.617 251.263 431.788 310.354 227.872 109.231 81.3397 142.032
internal_count=4780 82 64 4698 70 4628 2289 101 65 2339 657 599 84 46 515 308 127 207 181 137 64 51 63
is_linear=0
shrinkage=0.05


Tree=555
num_leaves=24
num_cat=0
split_feature=141 52 95 95 71 53 100 46 19 46 11 33 62 71 118 73 106 75 101 11 4 62 30
split_gain=0.0111498 0.0393841 0.0335847 0.0453091 0.0437174 0.0716123 0.117197 0.044137 0.0475374 0.0527284 0.0963556 0.108968 0.0834067 0.068533 0.0657796 0.0620165 0.0735662 0.0726884 0.0547833 0.0540538 0.0614178 0.0459512 0.067003
threshold=0.0005893622583243997 0.028884131461381916 0.00899649551138282 0.034632634371519096 0.072653736919164671 0.0011980500421486797 0.0028552538715302949 0.21471316367387774 0.0046923852059990176 0.00017767510871635753 0.00085274505545385193 0.0005375427135732026 0.0005893622583243997 0.0013560238294303419 0.0023699469165876512 0.010829726699739696 0.024810968898236755 0.001792412775103003 0.0011261500185355546 0.00017767510871635753 0.00060774214216507982 0.0016331639490090313 0.00017767510871635753
decision_type=2 2 2 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 -7 8 9 10 11 13 -12 -1 15 16 17 19 -19 -11 -21 22 -10
right_child=-2 -3 3 -5 5 6 -8 -9 21 14 12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=0.00034338991960272236 -2.6208371149628735e-05 0.001508925161889595 0.00098008659591914413 -0.00033356214156079816 0.00036645168773661083 -0.0028868758013009897 -8.381327577662737e-05 0.0015500182752704887 -0.0020770686815872108 0.0030929279627513189 -0.0027951127539929321 0.0023218958502386399 0.00022025717279225087 -0.0020520046938145189 -0.00073391353355451057 -0.00044427769299565416 -0.00031098498085369751 -0.00085393858861958433 0.0015737650869956704 0.0020429591227401245 0.00021321137016290628 0.00054877036222590484 -0.00011717987553337064
leaf_weight=93.181434273719788 7737.2839838266373 49.046012163162231 202.82243847846985 97.047359347343445 108.44995319843292 66.579079627990723 84.766449332237244 50.334653854370117 79.904654622077942 55.586811304092407 60.038280487060547 49.046012163162231 37.106669545173645 43.940240740776062 98.775159120559692 101.54762387275696 94.274894595146179 58.749638795852661 38.444106578826904 116.47457540035248 75.648366808891296 64.948870539665222 96.002694368362427
leaf_count=52 3910 19 79 49 32 38 30 18 46 18 39 19 14 25 66 72 43 40 15 38 33 25 60
internal_value=0 0.000111252 7.26036e-05 0.000554948 -2.55376e-05 -0.000614208 -0.00131692 0.000100437 3.77353e-05 0.000201001 -0.000366835 0.000299256 -0.00164333 -0.000424207 0.000452564 0.0006693 0.000926783 0.00126511 0.000106318 0.00171979 0.0013225 -0.000587799 -0.00100745
internal_weight=0 1822.72 1773.67 299.87 1473.8 259.795 151.346 1214 1163.67 922.814 283.313 186.168 97.145 137.122 639.501 540.726 439.178 344.903 97.1937 247.71 192.123 240.856 175.907
internal_count=4780 870 851 128 723 100 68 623 605 474 149 96 53 77 325 259 187 144 55 89 71 131 106
is_linear=0
shrinkage=0.05


Tree=556
num_leaves=24
num_cat=0
split_feature=41 140 149 140 87 39 29 44 16 32 56 100 56 133 83 115 83 93 103 68 72 114 61
split_gain=0.0108918 0.0464282 0.0439532 0.0430141 0.0675315 0.0443221 0.0319892 0.0292036 0.0338467 0.0272562 0.0391409 0.0387527 0.0371471 0.0672378 0.0504257 0.0352379 0.0433843 0.0297095 0.0669221 0.0703343 0.0677639 0.111557 0.0938778
threshold=0.0003614811430452392 0.0051502294372767219 0.00060774214216507982 0.00899649551138282 0.004017772153019906 0.010829726699739696 0.0036604277556762104 0.0028552538715302949 0.0003614811430452392 0.0070226341485977182 0.0014427106943912806 0.0016331639490090313 0.00096484774257987748 0.0048403022810816774 0.011519505176693203 0.0038949446752667431 0.0054799309000372895 0.00096484774257987748 0.0013986918493174019 0.0045489775948226461 0.0028552538715302949 0.00082683752407319855 0.0013146653072908523
decision_type=2 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 7 4 5 6 -3 -2 -9 10 12 -12 17 -14 -15 16 -11 18 19 20 22 -22 -1
right_child=1 3 -4 -5 -6 -7 -8 8 -10 15 11 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.00040422154286085584 3.3418413210924161e-05 0.002126886595123772 -0.00045180254634428704 0.00010146440193995544 0.0027874615035911256 -0.00061177006866041501 0.00048543441920239039 0.0019720194349925313 -5.0929494819696878e-06 0.00061345852706684741 -0.00026985836298170778 -0.0024881948409191702 -0.00054600383372908554 0.00037021204596756252 0.0025802747897599285 -0.0015089953979392032 -0.00084064827932710164 -9.6920009645943997e-05 0.0014243855442684636 -0.00021294422078775517 0.0012989407796108732 0.00015407329441029347 0.00052517990493778266
leaf_weight=644.65574324131012 236.43358290195465 47.757370471954346 421.2150377035141 290.14620840549469 43.696264028549194 53.399890661239624 78.420831561088562 49.143602848052979 38.688083291053772 92.93745756149292 54.68853235244751 30.761051774024963 62.615563869476318 49.192398190498352 54.298169612884521 66.871851682662964 114.48283612728119 4270.9443879127502 92.791071534156799 1374.2531543970108 332.72017955780029 590.24002015590668 469.64667320251465
leaf_count=321 165 20 258 160 15 36 39 23 25 42 35 23 37 25 19 50 64 1976 36 733 129 351 198
internal_value=0 0.000137045 -0.000114946 0.000502932 0.00102464 0.000595698 0.00110671 0.000322626 0.00110114 -2.07835e-05 -4.03521e-06 -0.00106844 7.41785e-06 0.000747278 0.00152976 -0.0005109 -0.000189116 -8.38811e-06 9.95119e-05 6.34762e-05 0.000249938 0.000566789 -1.25054e-05
internal_weight=0 1258.9 745.48 513.421 223.274 179.578 126.178 324.265 87.8317 8301.1 8026.81 85.4496 7941.36 166.106 103.491 274.292 207.42 7775.25 3504.31 3411.52 2037.26 922.96 1114.3
internal_count=4780 741 471 270 110 95 59 213 48 4039 3883 58 3825 81 44 156 106 3744 1768 1732 999 480 519
is_linear=0
shrinkage=0.05


Tree=557
num_leaves=24
num_cat=0
split_feature=80 52 109 10 28 60 114 1 76 33 117 15 28 71 40 100 131 93 102 133 22 92 39
split_gain=0.0109005 0.0452669 0.0639021 0.071756 0.0629894 0.04976 0.0607558 0.0522848 0.0521449 0.0501158 0.0457073 0.10377 0.0553567 0.0974977 0.0826232 0.0806217 0.0794024 0.0453056 0.0602276 0.0568397 0.0427843 0.040851 0.0840127
threshold=0.0032328735105693345 0.0026012937305495147 0.004017772153019906 0.00090704852482303988 0.00096484774257987748 0.0054799309000372895 0.0021592099219560628 0.00046126570669002836 0.00044738779251929378 0.0015349716995842757 0.016668972559273246 0.0022975050378590827 0.00017767510871635753 0.055838862434029586 0.0036604277556762104 0.0021592099219560628 0.00070876078098081063 0.0058306583669036635 0.00082683752407319855 0.010829726699739696 0.00040826165059115743 0.00017767510871635753 0.00747153488919139
decision_type=2 2 2 2 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 -4 -9 21 -12 14 17 15 16 -13 18 -14 -19 -15 -3 -23
right_child=1 10 5 4 -6 6 -8 9 -10 -11 11 12 13 20 -16 -17 -18 19 -20 -21 -22 22 -24
leaf_value=-4.196395084853926e-05 0.0010786309555434613 0.00053282369858403814 -0.0010626913453626579 -0.0026076370122993884 0.00025692218011005261 0.0023423554847481235 6.6979136040598962e-05 0.0022705796791551501 0.00070974837016302573 0.00050163294532250908 0.0010213178697351508 -0.0033908971270880193 0.00084282103875490055 0.0015591777529820122 -0.0029417310487978268 0.00022974761451374808 -0.00023467397459132051 -0.0021768184363386372 -0.00076846418485580206 -5.0057004099484253e-05 -2.4156532918085658e-05 -0.00023462178931063602 0.00056555151357943882
leaf_weight=5909.3846052885056 42.505213022232056 462.11000442504883 91.843997240066528 48.050142526626587 31.952102780342102 83.331421613693237 45.277677774429321 51.672090888023376 75.69716215133667 177.85029292106628 128.51150870323181 41.314162015914917 82.189165949821472 84.620063304901123 50.627425909042358 107.35649287700653 38.492901921272278 86.787021160125732 197.01356947422028 49.241193532943726 86.055091023445129 1125.0795406103134 463.03711593151093
leaf_count=2989 20 212 51 32 18 25 26 19 35 78 47 25 32 24 30 41 17 59 110 27 29 584 250
internal_value=0 6.79286e-05 0.000446865 -0.000581521 -0.00146356 0.000686529 0.00154129 0.000409671 -0.000261881 0.000899874 -1.3878e-05 -0.000300138 -0.000506309 -0.00024518 -0.00114972 -0.000664982 -0.00186857 -0.000658697 -0.000294149 -0.00140695 0.000760854 0.000119073 -1.32033e-06
internal_weight=0 3650.62 648.18 122.507 80.0022 525.673 128.609 397.064 167.541 229.522 3002.44 952.209 823.697 585.906 237.791 187.164 79.8071 415.231 279.203 136.028 170.675 2050.23 1588.12
internal_count=4780 1791 304 70 50 234 51 183 86 97 1487 441 394 281 113 83 42 228 142 86 53 1046 834
is_linear=0
shrinkage=0.05


Tree=558
num_leaves=24
num_cat=0
split_feature=94 52 37 148 44 27 147 148 15 125 10 105 60 85 83 92 35 98 138 37 59 115 29
split_gain=0.0111972 0.0458549 0.0757393 0.0554707 0.0735491 0.0881121 0.103177 0.0660735 0.0581948 0.0548846 0.0535549 0.0726666 0.0877178 0.0895938 0.0895458 0.0686911 0.0497713 0.0569114 0.0495291 0.060481 0.0472108 0.0457354 0.0436301
threshold=0.0022272822679951791 0.0017376682371832433 0.0020932231564074759 0.00017767510871635753 0.0070226341485977182 0.00090704852482303988 0.0010585968848317864 0.0012357163941487672 0.0068083447404205808 0.00075379351619631063 0.0058306583669036635 0.007706565549597145 0.002945306478068233 0.00060774214216507982 0.016164712607860569 0.055838862434029586 0.0042751494329422721 0.010180860292166473 0.010180860292166473 0.0018488886416889729 0.0022975050378590827 0.0016846025246195497 0.0036604277556762104
decision_type=2 2 2 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 -2 5 6 -5 -7 -8 -9 15 12 13 -12 -14 21 17 -6 19 -3 -11 -4 -23
right_child=1 2 10 4 16 7 8 9 -10 20 11 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=5.3031201091599733e-05 0.0010098964441260048 0.00017058853489151747 0.00057097626891766499 -0.0036468383981104087 0.0018756532755191246 -0.0023904357201244373 -0.0020704687455918636 0.00079745421655582282 0.00041181876001073901 -0.00019118555258524191 -0.0020209458447207709 0.00061820484610699265 -0.0046326278317995835 0.00036027404752944891 -0.0011973083948127615 -0.0016141235772075592 -0.00032555112972209557 -0.00013764331735252624 -0.00078365978861913302 0.0014625531667465503 -0.0013864665619975813 -0.0012297874027298419 5.7948307352794069e-05
leaf_weight=4876.4418339729309 71.587260365486145 2406.5039211511612 261.13291919231415 50.627425909042358 71.489669680595398 40.074315667152405 48.001347184181213 95.514740943908691 46.46872878074646 286.62185072898865 67.965312004089355 62.420382499694824 33.435925841331482 94.323689937591553 43.842650055885315 66.627874970436096 212.81883716583252 68.961181640625 129.48741555213928 94.128508567810059 116.06424987316132 93.474206328392029 221.98571503162384
leaf_count=2468 28 1118 101 30 24 28 30 40 21 177 41 29 25 45 21 40 112 28 87 37 75 64 111
internal_value=0 -5.52152e-05 3.18876e-05 -0.000336223 -0.000429182 -0.00073199 -0.00182552 -0.000437218 -0.00084946 -0.000280105 -0.000351993 -0.00090127 -0.00129718 -0.000636961 -0.00268366 -9.41118e-05 0.000156578 0.000887127 0.000169846 0.000219221 -0.000535696 8.15324e-05 -0.000323622
internal_weight=0 4683.56 3575.33 1108.23 1036.64 683.373 145.098 538.275 94.4701 498.201 945.209 301.988 239.568 162.289 77.2786 643.221 353.27 140.451 2630.12 2500.63 402.686 576.593 315.46
internal_count=4780 2312 1719 593 565 401 81 320 51 292 477 161 132 86 46 316 164 52 1242 1155 252 276 175
is_linear=0
shrinkage=0.05


Tree=559
num_leaves=24
num_cat=0
split_feature=13 30 61 114 37 114 6 67 61 58 59 115 5 45 73 2 55 80 98 121 124 104 88
split_gain=0.011198 0.0333065 0.0337474 0.0426248 0.068873 0.101373 0.0641172 0.0631461 0.0610465 0.0426412 0.0400063 0.062951 0.0376289 0.0372512 0.034422 0.0338986 0.0661046 0.0333336 0.0330127 0.0321768 0.0301334 0.0281298 0.0251498
threshold=0.00044738779251929378 0.00064626874518580746 0.00075379351619631063 0.0054799309000372895 0.0037758676335215573 0.0038949446752667431 0.00042089859198313212 0.0005375427135732026 0.0030382014811038975 0.0020932231564074759 0.0044099434744566688 0.024810968898236755 0.000490355829242617 0.0058306583669036635 0.020658296532928947 0.00052132029668428015 0.00090704852482303988 0.0054799309000372895 0.0019672545604407792 0.0013146653072908523 0.0022272822679951791 0.00060774214216507982 0.023343417793512348
decision_type=2 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 20 14 4 5 6 7 -4 -7 -6 15 19 -8 17 21 -5 -17 18 -9 -12 -2 -3 -1
right_child=1 2 3 10 9 8 12 13 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-1.0115409303519677e-05 -0.0015630245931774183 5.5632746098015609e-05 0.0024390920102373248 -3.9684493384170767e-05 0.00062147147788298694 0.0030105890692596867 -0.0016159611734489277 0.00041775625367679618 0.000936835779684931 -0.0016535820499979901 -0.000511291283999715 0.00077902098531931654 0.00024196173146480253 -0.00066340869947900108 0.00025134631444243596 0.0020500101470960772 5.393116676144761e-05 -0.00045812768125460016 0.0019950142189487804 -0.0019256835229219046 0.00016730410447238808 -0.0011960945691108181 -0.00053703776290126232
leaf_weight=7540.2238422632217 54.737327694892883 72.124009132385254 47.757370471954346 281.76005601882935 34.675772190093994 68.912386298179626 52.160044312477112 67.867721319198608 73.168674111366272 50.725016593933105 121.56038403511047 70.737776756286621 57.070634365081787 57.314611077308655 172.33419597148895 68.961181640625 104.07611191272736 39.976724982261658 64.900075197219849 60.08707582950592 46.566319465637207 118.83671462535858 233.46593677997589
leaf_count=3529 37 50 20 193 22 26 39 37 39 34 85 47 25 35 121 28 68 24 23 41 25 81 151
internal_value=0 0.000112888 0.000165826 0.00028314 0.000587738 0.000800392 0.000381081 0.000784604 0.00194265 -0.000729829 1.84497e-05 -0.00048638 -0.000645237 0.000441153 -0.000260978 0.0002986 0.000849436 0.000807634 0.00118876 -0.000979157 -0.000767643 -0.000723329 -2.59404e-05
internal_weight=0 1786.31 1685.01 1321.71 614.529 529.128 387.047 277.817 142.081 85.4008 707.183 252.385 109.231 230.059 363.295 454.797 173.037 172.745 132.768 181.647 101.304 190.961 7773.69
internal_count=4780 1100 1038 786 324 268 203 139 65 56 462 173 64 119 252 289 96 84 60 126 62 131 3680
is_linear=0
shrinkage=0.05


Tree=560
num_leaves=24
num_cat=0
split_feature=34 28 128 101 109 115 128 138 141 80 118 31 36 72 49 124 60 79 77 3 83 91 54
split_gain=0.0110441 0.0247172 0.0255635 0.0211324 0.02017 0.0151328 0.0382952 0.127759 0.0991044 0.0804885 0.0596362 0.094061 0.0814603 0.0782783 0.056766 0.0837869 0.0684116 0.0608741 0.0530407 0.0691953 0.0521431 0.11421 0.0539832
threshold=0.064669914543628707 0.00017767510871635753 0.00017767510871635753 0.00075379351619631063 0.029773407615721229 0.0063990866765379914 0.0016846025246195497 0.00057154725072905432 0.00046126570669002836 0.0062037324532866487 0.00064626874518580746 0.0068083447404205808 0.0048403022810816774 0.019431582652032379 0.000490355829242617 0.0005893622583243997 0.002945306478068233 0.0019672545604407792 0.0023699469165876512 0.00082683752407319855 0.0054799309000372895 0.0020292587578296666 0.0062037324532866487
decision_type=2 2 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 -4 -2 6 -1 9 -9 14 13 12 20 -10 15 18 17 -17 -8 -20 -12 22 -22
right_child=1 2 3 -5 -6 -7 7 8 10 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24
leaf_value=8.6858630475573185e-06 9.206927341105099e-05 0.00071919379981840587 -0.0015717603834789267 0.00018545446253227143 0.0013834520763537615 9.7246898868109255e-05 0.00048136948848198028 0.0019559460157435901 -0.0013556507156705861 0.00037455971649862817 0.0018158368871293016 -0.0020071193476607291 -0.0012029143504987249 0.0013458524864702372 0.00040323668679605098 -0.0027033773147195094 -0.0040138231634193177 -0.00090927695941692404 -0.0026872353384764947 0.00012248764708078794 -0.0019938990353811068 0.0012606483498247853 0.00039379186381036086
leaf_weight=5602.8010129928589 53.058323264122009 46.419933438301086 38.785673975944519 30.614665746688843 70.298618674278259 2478.459358215332 75.550776124000549 68.961181640625 138.70308876037598 106.31182789802551 91.551225185394287 41.362957358360291 59.989485144615173 33.240744471549988 51.672090888023376 77.473757266998291 34.724567532539368 121.31640732288361 45.228882431983948 42.505213022232056 53.35109531879425 155.0650680065155 42.554008364677429
leaf_count=2532 22 19 29 17 29 1484 29 28 88 52 39 27 37 17 19 54 24 75 24 20 34 59 22
internal_value=0 0.000335486 -0.000189079 -0.000796598 0.000828002 -8.60875e-06 -4.69521e-05 -0.000298435 0.000158462 -0.00086239 -4.28261e-05 0.000263414 0.00049674 -0.000833387 -0.00115561 -0.00135861 -0.00196617 -0.00160849 -0.000489736 -0.00132599 0.000794419 0.000421816 -0.000934458
internal_weight=0 239.177 115.82 69.4003 123.357 9320.82 6842.36 1239.56 684.779 554.784 615.818 443.874 402.511 171.944 448.472 396.8 233.515 198.79 163.285 87.7341 342.521 250.97 95.9051
internal_count=4780 116 65 46 51 4664 3180 648 351 297 323 218 191 105 245 226 153 129 73 44 154 115 56
is_linear=0
shrinkage=0.05


Tree=561
num_leaves=24
num_cat=0
split_feature=70 144 10 5 95 24 68 70 10 144 140 78 144 146 103 137 53 145 72 59 39 52 24
split_gain=0.0105954 0.0330277 0.0461552 0.0436838 0.0584844 0.0617299 0.0372794 0.0401194 0.0362343 0.0360736 0.0318728 0.04468 0.0373756 0.0495847 0.0344857 0.0333719 0.0311317 0.0275187 0.0360493 0.0272824 0.0485744 0.0318609 0.0261767
threshold=0.0084566329605877417 0.013032016810029747 0.037906534969806678 0.0053125319536775359 0.0014881226234138014 0.0044099434744566688 0.0058306583669036635 0.017188700847327713 0.012252715881913902 0.0014881226234138014 0.0079489401541650313 0.0068083447404205808 0.0017376682371832433 0.0046923852059990176 0.0015833032084628942 0.0012357163941487672 0.0014881226234138014 0.0018488886416889729 0.0084566329605877417 0.000490355829242617 0.0014881226234138014 0.0017376682371832433 0.0044099434744566688
decision_type=2 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 6 16 -6 8 9 10 -8 11 14 13 -12 19 17 -5 18 -13 -2 -21 -22 -1
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 12 15 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24
leaf_value=3.5783111500605447e-05 -0.00020469610233367905 0.0012249461946338607 -0.0011266208580768221 0.00059017832341596546 -0.0013722622656344391 0.00061908682756752083 0.0017671426081356909 -9.840376021998283e-05 -0.0015123764586292801 -1.8159161338476619e-05 -0.00020017985893399124 -0.0025497374457665711 0.00051595473925316368 -0.0023992769014045115 -0.00051175583216098532 0.00079142364558116261 0.0019808324791379013 -2.4461259254425137e-05 -0.00059632486700896437 0.0024449656446763795 -0.00043937602647067353 0.0012389885980786243 -0.00016125670870148766
leaf_weight=5728.0587500333786 53.107118606567383 65.144051909446716 75.794752836227417 76.741827130317688 55.830788016319275 128.46271336078644 79.46549654006958 143.32090675830841 50.676221251487732 43.940240740776062 51.818476915359497 37.44823694229126 39.879134297370911 50.725016593933105 67.672539949417114 41.265366673469543 84.620063304901123 69.205158352851868 63.953000903129578 47.610984444618225 47.95255184173584 68.912386298179626 2388.3941793441772
leaf_count=2930 24 33 39 24 28 45 28 62 32 25 25 28 20 34 29 23 24 38 38 14 28 26 1183
internal_value=0 0.000124815 7.28226e-05 0.000142615 0.000624392 1.58176e-05 -3.14057e-05 0.000470615 -0.000225404 0.00113146 -0.000123427 6.55016e-05 -0.000782885 -0.001288 0.000474021 -0.000484512 0.00131945 -0.000793128 -0.00131773 0.000780616 0.00109876 0.000550314 -2.2199e-05
internal_weight=0 1443.55 1378.4 1302.61 345.655 184.294 956.953 266.727 690.226 123.406 639.55 497.127 142.423 102.543 285.256 211.872 161.362 170.606 101.401 217.583 164.476 116.865 8116.45
internal_count=4780 667 634 595 121 73 474 115 359 53 327 248 79 59 121 127 48 104 66 92 68 54 4113
is_linear=0
shrinkage=0.05


Tree=562
num_leaves=24
num_cat=0
split_feature=82 71 37 1 12 93 22 31 143 98 143 31 148 116 93 142 67 5 81 99 116 58 69
split_gain=0.0105711 0.0813241 0.0537417 0.0880429 0.0608127 0.0680189 0.0426709 0.0414448 0.0404774 0.0784264 0.0500925 0.0615588 0.0591748 0.0807746 0.0494283 0.0587906 0.0684448 0.0492709 0.0697564 0.0741859 0.07144 0.0679463 0.0564202
threshold=0.00017767510871635753 0.15819545835256579 0.0011261500185355546 0.0020932231564074759 0.00075379351619631063 0.00017767510871635753 0.0011980500421486797 0.01884530205279589 0.0011261500185355546 0.0026833302108570938 0.0070226341485977182 0.00044738779251929378 0.0070226341485977182 0.0014427106943912806 0.0020292587578296666 0.018276390619575981 0.0005375427135732026 0.00038414125447161501 0.00017767510871635753 0.0056525857653468856 0.00017767510871635753 0.0011615398107096555 0.00017767510871635753
decision_type=2 2 2 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 -5 8 9 -1 17 12 14 -14 15 16 -12 18 -10 20 21 -20 -19
right_child=-2 -3 3 6 -6 -7 -8 -9 10 -11 11 -13 13 -15 -16 -17 -18 22 19 -21 -22 -23 -24
leaf_value=5.4148515355578928e-06 -2.7162686234789152e-05 0.0015168589410324217 -0.0035087215845324643 -0.00019040588479158802 -0.00045822864472694949 -0.00080556591395762253 0.001504696880562372 -0.0010759253213929252 0.0023444353567870675 -0.002491760715255688 -0.0024430297284049659 0.00086142244852824464 0.0020465257002879877 -0.00053599524572220218 -0.0029127448165485333 0.00051272089286936366 0.00041922906487990117 0.00071191145547369811 0.00027011938453143938 0.0015964927450594691 0.00034726129621905511 -0.0024863040816464513 0.0028421240752023224
leaf_weight=337.10289061069489 7545.992785692215 96.656996607780457 44.086626768112183 101.45003318786621 150.83761274814606 49.289988875389099 58.554457426071167 64.196977615356445 43.745059370994568 34.675772190093994 60.135871171951294 137.31685638427734 47.757370471954346 82.725914716720581 28.086177706718445 65.241642594337463 32.000898122787476 81.144500970840454 39.976724982261658 83.575398325920105 274.34094071388245 50.725016593933105 50.383449196815491
leaf_count=201 3604 33 31 68 101 29 32 48 17 22 43 85 20 54 21 37 20 43 24 35 158 34 20
internal_value=0 0.000101772 3.04349e-05 -0.000481725 -0.00107902 -0.00208183 0.000429926 0.000167253 0.000222334 -0.000227497 0.000377593 -2.24401e-05 -0.000406583 0.000409217 -0.000980538 -0.000635711 -0.00144891 0.000668221 0.000438566 0.000252723 -5.49287e-05 -0.00127141 0.00152792
internal_weight=0 2014.01 1917.35 404.219 244.214 93.3766 160.004 1513.13 1448.93 371.779 1077.16 453.265 315.948 130.483 185.465 157.378 92.1368 623.891 492.363 448.618 365.043 90.7017 131.528
internal_count=4780 1176 1143 261 161 60 100 882 834 223 611 280 195 74 121 100 63 331 268 251 216 58 63
is_linear=0
shrinkage=0.05


Tree=563
num_leaves=24
num_cat=0
split_feature=110 53 141 58 39 50 135 100 119 13 37 58 93 110 4 89 110 103 49 74 11 44 13
split_gain=0.0100459 0.0391798 0.0390074 0.0426257 0.0506463 0.0405599 0.0323931 0.028763 0.0232974 0.0165344 0.0578881 0.0634282 0.0648381 0.0545074 0.051602 0.0990921 0.050165 0.0396324 0.0361988 0.0650848 0.0488346 0.0665769 0.0403209
threshold=0.024066280573606495 0.0033348383149132137 0.0030382014811038975 0.0020932231564074759 0.00244467705488205 0.0038949446752667431 0.0023699469165876512 0.0021592099219560628 0.00017767510871635753 0.00044738779251929378 0.0020932231564074759 0.0031340263085439806 0.0038949446752667431 0.0012745757703669371 0.0012745757703669371 0.0010585968848317864 0.0011261500185355546 0.00060774214216507982 0.0017376682371832433 0.0014881226234138014 0.0062037324532866487 0.00057154725072905432 0.00077738583786413084
decision_type=2 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 5 6 -3 -5 -4 -9 -1 13 12 -12 16 15 -15 18 -16 20 -20 -11 -22 -23
right_child=1 2 7 4 -6 -7 -8 8 -10 10 11 -13 -14 14 17 -17 -18 -19 19 -21 21 22 -24
leaf_value=-4.4398031618566202e-05 0.0012460503538077195 7.2431661559436882e-05 -0.0016191746538758629 -0.0018437754754356654 0.0010958763265266267 0.001879956217531888 9.7055404743220356e-05 -0.00078940912177130379 0.00083975025913293863 -0.00022430739811212086 -0.00031725905784058569 -0.0013977016142803845 0.0018667862449235747 0.0027431430800720414 -0.00032064966829657704 0.0003379144819469237 -0.0018219677860305318 0.001066160709608678 0.0019912779737053742 6.7417995446664519e-06 0.0024871469257683513 0.0011254120593088763 -0.00060306650366098702
leaf_weight=7358.7028056383133 78.323240876197815 57.363406419754028 49.43637490272522 46.712705492973328 46.46872878074646 67.623744606971741 39.830338954925537 53.399890661239624 37.253055572509766 573.7804502248764 229.79519307613373 114.77560818195343 39.879134297370911 78.225650191307068 122.65384435653687 94.616461992263794 33.435925841331482 88.827555775642395 69.058772325515747 102.83626556396484 41.167775988578796 62.469177842140198 73.363855481147766
leaf_count=3462 35 37 35 31 21 27 18 36 20 376 162 76 20 31 76 57 25 35 32 71 19 31 47
internal_value=0 0.000223807 2.26818e-05 0.000387392 -0.000235603 0.00105038 -0.000950533 -0.000648995 -0.00011992 -1.17381e-05 0.000127596 -0.000413268 5.71509e-06 0.000282721 0.000785619 0.00142648 8.05729e-05 0.000261846 0.000149517 0.000804029 -3.36463e-07 0.000725706 0.000191855
internal_weight=0 476.411 398.088 257.999 133.012 124.987 86.543 140.089 90.6529 9083.59 1724.89 384.45 269.674 1340.44 384.324 172.842 956.112 211.481 922.676 171.895 750.781 177.001 135.833
internal_count=4780 260 225 134 70 64 49 91 56 4520 1058 258 182 800 199 88 601 111 576 103 473 97 78
is_linear=0
shrinkage=0.05


Tree=564
num_leaves=24
num_cat=0
split_feature=140 100 38 5 10 114 24 148 133 47 29 110 40 72 101 106 53 52 36 52 138 54 85
split_gain=0.0103454 0.0568082 0.069207 0.0456617 0.0521048 0.050691 0.0909061 0.0838655 0.027417 0.0177772 0.0531969 0.103859 0.132841 0.0474224 0.079592 0.0917586 0.0703359 0.0734884 0.0585985 0.106488 0.0813807 0.0764306 0.0833381
threshold=0.076978169381618514 0.0037758676335215573 0.0010263677686452868 0.0031340263085439806 0.028884131461381916 0.00017767510871635753 0.0010263677686452868 0.0020292587578296666 0.002945306478068233 0.0066005610860884198 0.04673989117145539 0.00044738779251929378 0.0020932231564074759 0.0037758676335215573 0.0035485138650983576 0.004017772153019906 0.00093549740267917525 0.00062670491752214741 0.00042089859198313212 0.0011615398107096555 0.00073092587990686308 0.0035485138650983576 0.002945306478068233
decision_type=2 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 5 6 -2 -7 -3 -1 13 -12 -13 16 -15 -16 17 -11 -18 20 -20 -21 -23
right_child=1 8 -4 -5 -6 7 -8 -9 -10 10 11 12 -14 14 15 -17 18 -19 19 21 -22 22 -24
leaf_value=4.2497381638572662e-05 -0.0028814791491853444 0.0014389140648381385 -0.0018772704864613002 0.0015620069403015338 0.0013227601158498578 0.001576284694070903 3.3188613151129873e-05 -0.00105678276950195 0.00011735864845115808 -0.00019210093357720996 -0.002846548773159872 0.00069250224918471692 -0.0024833870764488174 -9.1015600716042226e-05 -0.0032852542313978094 -0.00067701388123013689 -1.0918099965963377e-05 -0.0026037477162224611 0.0028056668784503368 -0.00097341307977341467 0.00021317046347046252 0.00094890099366178439 -0.00099830941689348237
leaf_weight=5558.1842839717865 46.761500835418701 109.9337762594223 49.338784217834473 47.659779787063599 51.72088623046875 61.034150123596191 62.517973184585571 59.9406898021698 61.034150123596191 97.994433641433716 50.627425909042358 111.5639853477478 46.712705492973328 939.3510115146637 40.074315667152405 212.6724511384964 1318.0719292163849 46.615114808082581 82.237961292266846 102.34831213951111 47.903756499290466 287.78406918048859 67.916516661643982
leaf_count=2856 33 39 31 16 21 26 33 35 26 34 30 52 31 506 28 106 583 27 34 51 26 117 39
internal_value=0 0.000210533 -0.000130794 0.000130613 -0.000111322 -0.000433453 -0.00121402 0.000271651 0.00096713 -1.28502e-05 -0.00010197 -0.000875334 -0.000244808 -5.21522e-05 -0.000302938 -0.00109056 9.36207e-05 -0.000969499 0.000174269 0.000589254 0.0018514 0.000230652 0.000577106
internal_weight=0 549.942 378.974 329.635 281.975 230.254 109.279 120.975 170.968 9010.06 3451.87 208.904 158.277 3242.97 1192.1 252.747 2050.87 144.61 1906.26 588.191 130.142 458.049 355.701
internal_count=4780 260 195 164 148 127 66 61 65 4520 1664 113 83 1551 640 134 911 61 850 267 60 207 156
is_linear=0
shrinkage=0.05


Tree=565
num_leaves=24
num_cat=0
split_feature=44 113 46 142 11 29 136 72 49 60 102 5 97 95 100 109 109 144 19 145 101 1 42
split_gain=0.0100625 0.0256544 0.0669875 0.0432113 0.0276434 0.0337399 0.031855 0.0354732 0.0304767 0.03117 0.0516231 0.029796 0.0246759 0.0217555 0.0246405 0.0216403 0.0380003 0.0312253 0.032209 0.0293244 0.027421 0.0222517 0.0186657
threshold=0.019431582652032379 0.00050559637020342063 0.015200819820165636 0.0056525857653468856 0.00070876078098081063 0.0023699469165876512 0.00090704852482303988 0.0028552538715302949 0.0010585968848317864 0.00017767510871635753 0.00062670491752214741 0.0016846025246195497 0.00096484774257987748 0.00087947337306104611 0.015675474889576439 0.0066005610860884198 0.0092791137285530585 0.0032328735105693345 0.011880517937242987 0.0012745757703669371 0.0049928687512874612 0.00093549740267917525 0.004017772153019906
decision_type=2 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 -2 5 -3 8 -8 9 10 -6 -7 -9 -12 -15 -11 -17 18 19 -18 21 -20 -1
right_child=1 4 -4 -5 6 11 7 12 -10 15 13 -13 -14 14 -16 16 17 -19 20 -21 -22 -23 -24
leaf_value=4.0902978853242896e-05 -0.0026655948973055795 0.0017115909444690254 0.0012482968958284976 -0.00031395775787761566 -0.0016085776811404981 -0.00051083167571440197 -0.0016297599172844551 0.00049976572361369435 -0.00095668333835513975 -0.00025361613705688555 0.0010234639094490025 0.0010783130247886954 -0.00092120297134475927 -0.0010528655394119722 0.00061066993167768844 0.0014862398129014862 0.0017316758833289256 0.0014740622285152559 0.00066810869049617428 0.0002285117544748576 -0.0012526221126008064 -0.00070492974630315943 -0.00011240501527328328
leaf_weight=4989.1281121969223 36.110799908638 62.273996472358704 34.529386162757874 42.554008364677429 50.529835224151611 59.794303774833679 50.529835224151611 76.937008500099182 50.627425909042358 80.998114943504333 55.635606646537781 58.212890028953552 50.676221251487732 45.375268459320068 43.696264028549194 101.90915405750275 50.285858511924744 56.97304368019104 76.839417815208435 91.45363450050354 49.241193532943726 47.903756499290466 3297.7848273515701
leaf_count=2566 27 23 16 22 26 29 26 32 30 37 20 18 32 30 15 33 16 21 28 35 27 26 1645
internal_value=0 0.000130877 -0.00058761 -0.00139347 0.000200994 0.000769989 9.62798e-05 -0.000508491 0.000230703 0.000310765 -0.000232693 0.000273093 -6.45122e-05 0.000247748 -0.000236777 0.000501734 0.000630645 0.000396694 0.00020228 0.000761799 -0.000253542 0.000140836 -2.01061e-05
internal_weight=0 1273.09 113.194 78.6648 1159.89 180.281 979.612 178.143 801.469 750.841 195.237 118.007 127.613 144.707 89.0715 555.604 474.606 372.697 315.724 141.739 173.984 124.743 8286.91
internal_count=4780 569 65 49 504 70 434 90 344 314 91 47 64 65 45 223 186 153 132 51 81 54 4211
is_linear=0
shrinkage=0.05


Tree=566
num_leaves=24
num_cat=0
split_feature=34 118 28 109 117 102 10 105 91 92 0 150 80 95 4 36 27 116 25 106 12 135 143
split_gain=0.010217 0.0244033 0.0225344 0.0123629 0.0123206 0.0474809 0.0793589 0.065403 0.0995357 0.110978 0.100178 0.0990756 0.0708094 0.169495 0.117687 0.0866831 0.0657065 0.0560855 0.0465248 0.0599469 0.0730203 0.048064 0.084618
threshold=0.064669914543628707 0.00017767510871635753 0.00017767510871635753 0.037906534969806678 0.0023699469165876512 0.00073092587990686308 0.010500331409275534 0.007706565549597145 0.00040826165059115743 0.00082683752407319855 0.0044099434744566688 0.0028552538715302949 0.00090704852482303988 0.00017767510871635753 0.00017767510871635753 0.00037263428384903824 0.00017767510871635753 0.00017767510871635753 0.0020292587578296666 0.00017767510871635753 0.010180860292166473 0.0010918468469753864 0.0049928687512874612
decision_type=2 2 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 7 8 11 16 -11 12 14 -14 15 17 -10 -1 19 20 -7 -20 -23
right_child=1 -3 -4 -5 -6 18 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19 21 -21 -22 22 -24
leaf_value=0.0018654884887584836 0.00056269392068023817 -0.00052496206129656138 -9.1604810683107272e-05 0.0016305269235824635 -4.2823526353710203e-05 -0.003622580113395025 -0.00063695233777153013 -0.00066408075153058651 0.0015485733693061104 0.00139959904567145 0.0039723281330754446 -0.0021406718808080478 0.0030464174066928292 -0.00067778930035594957 -0.0022652351978227777 -0.00093422837937426589 -0.00073114292584434135 -0.00035334897976520405 -7.6851049805774641e-06 -0.00025944206805652599 -0.00013555470571231782 -0.00038297905374906551 0.002206905617154086
leaf_weight=99.331870675086975 57.070634365081787 62.664359211921692 67.818925976753235 51.623295545578003 6848.0635750293732 30.761051774024963 166.39890372753143 96.002694368362427 58.212890028953552 112.65744566917419 56.97304368019104 39.879134297370911 71.489669680595398 53.35109531879425 46.761500835418701 69.351544380187988 69.156363010406494 39.927929639816284 741.5167909860611 564.1943770647049 29.326024055480957 57.265815734863281 70.201027989387512
leaf_count=35 25 39 35 17 3306 23 93 60 18 43 21 20 24 34 33 44 36 22 470 306 18 33 25
internal_value=0 0.000322679 0.000623603 0.00106985 -8.28012e-06 8.73845e-05 0.000357909 0.000561506 0.000725584 0.00142618 0.00226369 0.000230274 0.000478953 0.00145487 1.87173e-06 0.000510058 0.000310779 0.00122931 -9.00635e-05 -0.000419339 -0.00192071 0.000146489 0.00104337
internal_weight=0 239.177 176.513 108.694 9320.82 2472.76 979.494 813.095 717.092 297 169.63 420.093 380.214 124.841 255.373 208.611 127.369 139.26 1493.27 624.281 60.0871 868.984 127.467
internal_count=4780 116 77 42 4664 1358 483 390 330 118 64 212 192 58 134 101 54 57 875 347 41 528 58
is_linear=0
shrinkage=0.05


Tree=567
num_leaves=24
num_cat=0
split_feature=52 4 71 140 147 136 51 51 37 140 50 49 54 10 34 44 66 149 38 63 123 143 140
split_gain=0.0105105 0.0695941 0.0974094 0.0704333 0.0567436 0.088954 0.0633187 0.0622584 0.0459888 0.0722055 0.0519761 0.067407 0.107485 0.153747 0.108172 0.0983556 0.080383 0.106429 0.0746834 0.0601709 0.0559434 0.0557643 0.0613959
threshold=0.0017376682371832433 0.0036604277556762104 0.045367386192083366 0.01884530205279589 0.00055427959887310873 0.0003614811430452392 0.00066645268816500913 0.0026012937305495147 0.11766931414604188 0.016164712607860569 0.0038949446752667431 0.00037263428384903824 0.0020292587578296666 0.0026833302108570938 0.0053125319536775359 0.0020932231564074759 0.00047558375808876013 0.0058306583669036635 0.00093549740267917525 0.00052132029668428015 0.00082683752407319855 0.002945306478068233 0.0060143163427710542
decision_type=2 2 2 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 7 6 -6 -5 9 10 -1 12 18 -14 15 -15 17 -16 20 -17 21 22 -12
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 11 -13 13 14 16 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=9.3093639810665899e-05 3.9070309928279896e-05 -0.00044749736160741549 -0.003504732620670636 -0.00097739249171003911 0.0030811715048003323 -0.00071051550422849467 0.00098482004792079252 0.0013638222362127785 0.0016171844080920537 -0.0022303678438778448 -9.925297736644024e-05 0.00028570706288881152 -0.003678447893118466 -0.0015168873783493078 -0.00088038106641913176 0.002291124831349068 -0.00010182927382154904 -0.0041269881288997145 -0.0019146615010604069 -2.1603561547747826e-05 0.0015397265144506264 -0.0011374377929568144 0.0017342045595324898
leaf_weight=1630.7482928037643 6146.4148253202438 119.8813796043396 33.289539813995361 81.095705628395081 58.310480713844299 46.566319465637207 94.226099252700806 43.696264028549194 38.541697263717651 40.025520324707031 255.68558037281036 320.41930675506592 53.448686003684998 66.579079627990723 47.95255184173584 46.322342753410339 47.806165814399719 53.302299976348877 50.529835224151611 71.587260365486145 59.599122405052185 98.384796380996704 55.586811304092407
leaf_count=913 3017 70 19 41 22 25 41 15 19 26 93 163 38 38 28 15 22 32 26 28 21 50 18
internal_value=0 -7.0349e-05 -0.00111194 -2.14159e-05 0.000678325 0.00120226 0.0017862 -0.000157609 -9.85965e-05 -0.000121416 -9.18798e-05 -0.000337678 -0.000557957 -0.00118884 -0.000789903 1.94633e-05 -0.00179163 -0.00258945 -8.82409e-05 0.000886982 0.000108429 -9.98035e-05 0.000228165
internal_weight=0 3413.59 153.171 3260.41 323.895 199.103 152.537 124.792 2936.52 2897.98 2857.95 1227.2 906.785 386.998 333.55 184.489 149.061 101.255 519.786 117.91 469.256 409.657 311.272
internal_count=4780 1763 89 1674 144 88 63 56 1530 1511 1485 572 409 201 163 81 82 60 208 43 182 161 111
is_linear=0
shrinkage=0.05


Tree=568
num_leaves=24
num_cat=0
split_feature=144 94 67 94 22 112 27 103 18 24 101 94 99 52 4 50 99 27 50 43 68 94 44
split_gain=0.00991491 0.0389998 0.0143296 0.0140806 0.0431057 0.0769555 0.0709208 0.0623669 0.0852871 0.0509529 0.0724941 0.102598 0.0666069 0.0498649 0.0466604 0.0500744 0.0758392 0.0615983 0.163516 0.113758 0.0581855 0.0775686 0.0869843
threshold=0.066585760563611998 0.0042751494329422721 0.0011615398107096555 0.0022272822679951791 0.00082683752407319855 0.00050559637020342063 0.0053125319536775359 0.0063990866765379914 0.00066645268816500913 0.0049928687512874612 0.0042751494329422721 0.0042751494329422721 0.0016846025246195497 0.0053125319536775359 0.0049928687512874612 0.076978169381618514 0.004017772153019906 0.0032328735105693345 0.037906534969806678 0.012636432424187662 0.0014881226234138014 0.0037758676335215573 0.0070226341485977182
decision_type=2 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 -6 14 -9 10 12 -12 -7 -11 15 17 -17 18 20 -20 -5 22 -22
right_child=1 -3 -4 4 5 9 -8 8 -10 13 11 -13 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24
leaf_value=5.3663703634975851e-05 -0.00080283102003355202 0.0014600933186455639 0.00055416027448907865 0.00012595459742483525 0.00087400152925623672 0.0015727193850598603 -0.00012132079051140885 -0.0031687559440992394 9.9301409260744086e-05 0.00099766277101761224 -0.00047278266750429819 -0.0044072244304429352 -0.00099508210102109904 -0.00050867393819623746 0.00030017742926636811 0.002034948183044834 -3.3054693041295961e-05 -4.2190910033148069e-05 -0.0045383968684591875 -0.00075916342089574586 -0.0021574640598367931 -0.00024858156796258636 -0.0003556152123968894
leaf_weight=4816.3059628009796 49.387579560279846 54.444555640220642 32.098488807678223 381.16068482398987 467.215775847435 35.866823196411133 290.09741306304932 40.025520324707031 39.830338954925537 98.092024326324463 35.915618538856506 30.761051774024963 85.351993441581726 124.88956034183502 541.52670562267303 59.550327062606812 173.49641442298889 1382.3265719413757 41.362957358360291 38.395311236381531 142.76419520378113 472.95588672161102 126.17820203304291
leaf_count=2425 33 25 24 177 206 17 158 26 18 38 19 23 54 60 238 19 61 741 27 13 93 226 59
internal_value=0 0.000423981 -0.000268293 -6.1154e-06 -6.86e-05 0.000193815 0.000492732 -0.000157725 -0.00153872 -0.000357139 -0.0009637 -0.00228792 -0.000235308 0.00015398 -0.0001249 -0.00020658 0.000495381 -0.000269861 -0.000531509 -0.00271909 -0.00037615 -0.000634113 -0.0013121
internal_weight=0 135.931 81.4861 9424.07 4607.76 1168.19 757.313 3439.57 79.8559 410.877 187.895 66.6767 121.219 222.982 3359.72 2818.19 233.047 2585.14 1202.82 79.7583 1123.06 741.898 268.942
internal_count=4780 82 57 4698 2273 575 364 1698 44 211 113 42 71 98 1654 1416 80 1336 595 40 555 378 152
is_linear=0
shrinkage=0.05


Tree=569
num_leaves=24
num_cat=0
split_feature=105 92 40 8 14 73 10 11 37 35 65 11 20 84 51 70 72 85 27 30 7 90 8
split_gain=0.00997917 0.020022 0.0187497 0.0131286 0.0533254 0.0721629 0.0757216 0.0621181 0.044033 0.0661183 0.0457442 0.0430383 0.0860536 0.034848 0.0337512 0.0329317 0.0492509 0.0322666 0.0308485 0.0259142 0.0353109 0.0271771 0.0252044
threshold=0.02636832278221846 0.0034400182776153092 0.011519505176693203 0.010829726699739696 0.00017767510871635753 0.00017767510871635753 0.0066005610860884198 0.0019071503775194289 0.00075379351619631063 0.0012357163941487672 0.0026012937305495147 0.0054799309000372895 0.00043393640953581786 0.00244467705488205 0.0013560238294303419 0.00017767510871635753 0.0095705352723598498 0.00060774214216507982 0.0022975050378590827 0.00017767510871635753 0.00047558375808876013 0.00052132029668428015 0.0095705352723598498
decision_type=2 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 22 5 7 -7 -5 9 -6 13 19 -13 14 -11 -16 -17 -14 -12 20 -10 -21 -1
right_child=1 -3 -4 4 8 6 -8 -9 11 10 18 12 17 -15 15 16 -18 -19 -20 21 -22 -23 -24
leaf_value=-4.0367554234271805e-07 0.00018839415612602935 -0.00038553096017447447 0.0013839835935430455 0.0021480589934271131 -0.0022108370266151465 -0.0017894639438492226 0.00089720892473445853 8.2100272026532339e-05 0.0017676934170730522 -7.452993147921954e-05 -0.00063224535657301951 0.00094871286949426066 -0.0027330979414740067 0.00042414224660073231 -0.00019552287608550902 -0.002593578095504181 -0.00072128535580920946 -0.00084491016824973721 0.001003290261198674 -0.00029957030861016876 0.00017793662188177536 0.00089102733153143508 0.00047791570672401913
leaf_weight=7757.7558648586273 77.083394527435303 62.664359211921692 57.070634365081787 80.656547546386719 59.9406898021698 54.639737010002136 50.432244539260864 66.286307573318481 55.538015961647034 71.733646392822266 46.566319465637207 47.757370471954346 40.074315667152405 51.72088623046875 46.517524123191833 76.087524890899658 65.241642594337463 51.964862942695618 75.69716215133667 223.90869617462158 94.128508567810059 60.985354781150818 285.54835319519043
leaf_count=3888 38 39 25 23 35 33 22 26 16 34 25 20 28 21 23 51 37 31 35 136 37 24 133
internal_value=0 0.000352344 0.000697011 -7.40644e-06 -0.000153563 0.000500643 -0.00049992 0.0012161 -0.000307955 -0.00065433 -0.000439142 -1.03391e-05 -0.000773443 -0.000761003 -0.000997141 -0.00134946 -0.00172927 -0.00166704 0.000380366 0.000235149 0.000767861 -4.47071e-05 1.65773e-05
internal_weight=0 196.818 134.154 9363.18 1319.88 252.015 105.072 146.943 1067.86 493.505 433.565 574.357 139.797 311.301 259.58 187.847 141.329 92.0392 122.263 434.561 149.667 284.894 8043.3
internal_count=4780 102 63 4678 657 104 55 49 553 261 226 292 79 166 145 111 88 59 60 213 53 160 4021
is_linear=0
shrinkage=0.05


Tree=570
num_leaves=24
num_cat=0
split_feature=82 99 24 71 106 14 19 20 20 76 10 93 96 11 101 18 8 68 98 126 29 43 100
split_gain=0.0108941 0.0425604 0.0654543 0.0611383 0.0800398 0.0720435 0.0611107 0.056139 0.0717439 0.0479007 0.0613648 0.0566031 0.0518295 0.0455788 0.0453374 0.0447596 0.0599611 0.0576912 0.039376 0.039346 0.0370141 0.0256272 0.0922334
threshold=0.0070226341485977182 0.017188700847327713 0.00047558375808876013 0.037906534969806678 0.0030382014811038975 0.0034400182776153092 0.014293605927377941 0.0030382014811038975 0.0070226341485977182 0.0013146653072908523 0.028884131461381916 0.0028552538715302949 0.0033348383149132137 0.0019071503775194289 0.0016846025246195497 0.0021592099219560628 0.0027679565828293566 0.011169348377734424 0.010180860292166473 0.0016846025246195497 0.0041444667149335155 0.0045489775948226461 0.0037758676335215573
decision_type=2 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 18 20 15 -9 11 -11 12 13 -5 -13 16 17 -6 -4 -18 -3 -1 -23
right_child=1 6 3 9 7 -7 -8 8 -10 10 -12 14 -14 -15 -16 -17 19 -19 -20 -21 -22 22 -24
leaf_value=2.0168601205566722e-05 0.0011418894286335038 0.0018892423697460768 -0.0038517787369020877 -0.0014836468469151291 -0.0015420070956711157 -0.0002525119312580046 -0.0004107189474002988 -0.0026806912465184283 -0.00020568143895519808 -0.0017660966425710528 0.00063988709911124439 0.0018039794849156654 0.0007815694912550093 0.00026376519139564755 0.00041062979565697984 -0.0012154981322034641 0.0012961967792634718 0.00059135537345035019 -0.0014441490366441988 -9.9642500774390819e-05 0.00052033949733754894 -0.00070659707161094655 8.9464971046195217e-05
leaf_weight=6336.8454468250275 115.08834302425385 92.547094821929932 34.773362874984741 78.128059506416321 67.672539949417114 55.879583358764648 90.213788151741028 45.424063801765442 82.384347319602966 59.696713089942932 47.659779787063599 104.53523278236389 109.78739023208618 71.440874338150024 132.23104774951935 54.590941667556763 146.84526443481445 59.599122405052185 33.191949129104614 76.937008500099182 105.87266981601715 578.7797611951828 979.87557828426361
leaf_count=3503 35 26 26 27 29 30 38 32 40 25 16 33 33 22 38 31 45 21 15 32 34 258 391
internal_value=0 0.000116248 4.45637e-07 -0.00010375 -0.000437373 -0.00158249 0.000668256 -0.000171526 -0.00108532 0.000259628 -0.000697986 0.000466846 -4.3432e-05 -0.000649004 0.00102581 0.000116387 0.000323503 -0.00054299 -0.00267597 0.000816303 0.00115882 -2.45069e-05 -0.000206139
internal_weight=0 1664.5 1375.87 1260.78 657.298 123.845 288.634 533.453 127.808 603.479 107.356 496.123 259.356 149.569 236.766 405.645 351.054 127.272 67.9653 223.782 198.42 7895.5 1558.66
internal_count=4780 628 530 495 301 71 98 230 72 194 41 153 82 49 71 158 127 50 41 77 60 4152 649
is_linear=0
shrinkage=0.05


Tree=571
num_leaves=24
num_cat=0
split_feature=52 43 121 72 73 72 25 70 27 71 71 17 45 135 8 106 124 88 112 117 85 140 83
split_gain=0.00985675 0.0520345 0.0583117 0.0993771 0.103589 0.0835685 0.0781417 0.127332 0.0764749 0.103687 0.100821 0.11174 0.129312 0.071449 0.0712782 0.069947 0.069595 0.0973223 0.0619222 0.0606967 0.0540356 0.0663191 0.0739342
threshold=0.0017376682371832433 0.012636432424187662 0.0018488886416889729 0.0012357163941487672 0.00073092587990686308 0.0072436286136507997 0.00017767510871635753 0.0010918468469753864 0.0046923852059990176 0.072653736919164671 0.045367386192083366 0.0018488886416889729 0.021960759535431865 0.0020932231564074759 0.0027679565828293566 0.0019071503775194289 0.000490355829242617 0.0020292587578296666 0.0021592099219560628 0.00747153488919139 0.0012357163941487672 0.0060143163427710542 0.010180860292166473
decision_type=2 2 2 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 13 -7 15 9 10 11 12 18 14 16 -8 -5 -18 -4 -6 21 -3 -23
right_child=1 20 3 5 19 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=-6.8126097108276489e-05 9.3208575445001484e-05 0.0011966696736966853 -0.0054899038158971111 0.0008043738413354393 -0.00094990121298102958 0.00069261195048344595 -0.0014636699242088185 -0.00041024609561811652 0.00029110668787081539 -0.0039859100852671246 0.00091856988909397471 -4.6642845460961743e-05 -0.00031949912280120892 -0.00029764803369432941 0.0010704998795303677 -0.0044251978091713147 -0.0027419739241749336 0.00068844563426084251 -0.0024609819946015861 0.001220947104464268 -0.00061211167802661969 -0.0013432721165034254 0.00044409169562147478
leaf_weight=3413.5851377248764 3549.8373663425446 257.87250101566315 37.44823694229126 86.006295680999756 58.554457426071167 91.600020527839661 49.387579560279846 262.10882604122162 51.672090888023376 45.228882431983948 39.73274827003479 53.058323264122009 33.191949129104614 352.07863748073578 323.3093249797821 33.435925841331482 46.615114808082581 37.155464887619019 30.71225643157959 71.538465023040771 116.81614279747009 66.335102915763855 452.71911263465881
leaf_count=1763 1912 75 28 27 32 41 33 141 19 24 14 22 15 169 120 25 27 16 21 26 52 28 150
internal_value=0 3.78358e-05 -2.21739e-05 -0.000262708 -0.000929066 -4.3757e-05 -0.00060553 -0.000950264 -0.00145334 -0.00182991 -0.00132764 -0.00190563 -0.00287881 0.000246402 0.000634871 -0.00265924 -0.000194707 -0.00122045 -0.00412511 0.000243854 0.000390522 0.000541275 0.000215667
internal_weight=0 6146.41 5252.67 1702.83 421.137 1281.7 436.532 344.932 291.044 239.372 194.144 154.411 101.352 845.165 493.086 82.8235 169.777 83.7706 68.1605 130.093 893.743 776.927 519.054
internal_count=4780 3017 2712 800 201 599 240 199 143 124 100 86 64 359 190 58 70 43 49 58 305 253 178
is_linear=0
shrinkage=0.05


Tree=572
num_leaves=24
num_cat=0
split_feature=64 37 121 92 98 74 74 28 146 24 14 99 115 58 115 63 96 63 21 113 36 106 83
split_gain=0.0100513 0.0237233 0.039334 0.0385198 0.0266406 0.0206848 0.0221847 0.0404555 0.0196708 0.018687 0.0168939 0.051952 0.0787587 0.0406532 0.025839 0.0219258 0.0765123 0.0594828 0.0879048 0.0725652 0.0549724 0.0487303 0.0691454
threshold=0.000490355829242617 0.00087947337306104611 0.00017767510871635753 0.002945306478068233 0.0032328735105693345 0.013860232196748258 0.0045489775948226461 0.00039601318712811922 0.0046923852059990176 0.004017772153019906 0.021960759535431865 0.00099512818269431613 0.0014427106943912806 0.017188700847327713 0.013032016810029747 0.0016846025246195497 0.0042751494329422721 0.0021592099219560628 0.00040826165059115743 0.00042089859198313212 0.00060774214216507982 0.016668972559273246 0.036783467978239066
decision_type=2 2 2 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 9 -3 6 10 -8 -9 -4 15 13 -13 -12 -14 16 -1 18 19 -17 -18 -20 -23
right_child=1 4 3 -5 -6 -7 7 8 -10 -11 11 12 14 -15 -16 17 20 -19 21 -21 -22 22 -24
leaf_value=8.278734853387267e-06 7.6455947750765823e-06 0.0001927771653621508 -0.0002011861058778786 0.0023851831870455756 -0.0010520199881625121 0.0010235778269415566 -0.0021334691295973674 0.00058817798200972294 -0.0010503555325513626 0.001248549391284927 -0.00056125248931832548 0.0017663666147751023 -0.0012237262348071228 -0.0027557480163885803 0.00037867726066858877 -0.00068642312935522209 0.00030688221431437741 -8.3904637786148122e-06 -0.0012457534051527653 0.0018234827686350232 0.0014523368451515133 -0.0013514051462517767 0.0012687505226307411
leaf_weight=3886.6785407066345 180.31002283096313 130.87364792823792 42.651599049568176 42.407622337341309 64.001796245574951 47.95255184173584 34.773362874984741 45.277677774429321 30.761051774024963 46.419933438301086 57.363406419754028 50.285858511924744 67.867721319198608 33.387130498886108 39.976724982261658 54.639737010002136 322.55743205547333 3762.6672965288162 302.18314170837402 60.887764096260071 155.11386334896088 48.001347184181213 52.960732579231262
leaf_count=1887 125 90 26 16 40 28 26 26 23 19 37 16 37 23 24 33 143 1863 169 20 61 30 18
internal_value=0 0.000216718 0.000487205 0.00114487 -0.000216044 -1.21285e-05 -1.76435e-05 -0.000720739 -7.46818e-05 0.000554349 -8.88408e-06 -0.000415025 0.000132233 -0.00136861 -0.000629733 2.80739e-06 8.16712e-05 -7.75855e-05 -0.000579555 0.000636401 0.000678845 -0.000928006 2.30254e-05
internal_weight=0 506.665 311.789 131.479 194.875 9053.34 9005.38 110.812 76.0387 89.0715 8894.57 248.881 158.13 90.7505 107.844 8645.69 4364.35 4281.34 518.673 115.528 477.671 403.145 100.962
internal_count=4780 316 186 61 130 4464 4436 75 49 45 4361 137 77 60 61 4224 2091 2133 270 53 204 217 48
is_linear=0
shrinkage=0.05


Tree=573
num_leaves=24
num_cat=0
split_feature=80 80 63 4 76 46 58 95 34 116 109 23 44 137 143 95 137 25 39 110 96 85 72
split_gain=0.00964974 0.040955 0.0679479 0.0581169 0.098261 0.106811 0.0944755 0.0775858 0.0582691 0.0714654 0.0840141 0.0640317 0.131509 0.138715 0.147903 0.0724659 0.131576 0.0676886 0.0660151 0.0852946 0.0645854 0.0591599 0.0566313
threshold=0.0032328735105693345 0.0041444667149335155 0.0053125319536775359 0.0005375427135732026 0.0005893622583243997 0.0028552538715302949 0.0031340263085439806 0.00017767510871635753 0.00055427959887310873 0.0026833302108570938 0.0021592099219560628 0.015675474889576439 0.0070226341485977182 0.00093549740267917525 0.016668972559273246 0.00077738583786413084 0.00077738583786413084 0.0012745757703669371 0.0014881226234138014 0.0025217677466571335 0.0020932231564074759 0.0010585968848317864 0.00244467705488205
decision_type=2 2 2 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 6 -3 -7 -5 11 -11 15 13 14 17 16 21 -13 -17 20 -20 -10 -2
right_child=1 3 -4 8 -6 7 -8 -9 9 10 -12 12 -14 -15 -16 18 -18 -19 19 -21 -22 -23 -24
leaf_value=-3.9483049703685633e-05 5.7054183241924387e-05 -0.0012584883903962497 -0.00075393268318209978 0.00086952481539532417 0.00091581164254399814 0.0012852482025023772 -0.0050467238537107361 -0.0013747016390397921 0.00041179422781025985 0.0020290968430482087 0.00013450316447073243 -0.0055090184740193976 0.00011900636738098234 0.00015291547205022047 -0.0009413286720609458 0.0010680899845206353 -0.0032164780015526938 -0.0023694852867947305 -0.0030836096606109121 0.00055530054887397654 -0.00043082953231980643 -0.0016951110192020226 0.0011081204973271799
leaf_weight=5909.3846052885056 222.98158466815948 37.350646257400513 101.20605647563934 202.96882450580597 66.286307573318481 42.456417679786682 29.423614740371704 77.376166582107544 124.64558362960815 60.985354781150818 1443.9662289619446 41.411752700805664 191.07827723026276 67.770130634307861 67.965312004089355 182.66329228878021 44.086626768112183 29.326024055480957 33.435925841331482 163.28487157821655 73.119878768920898 45.472859144210815 301.35362088680267
leaf_count=2989 98 24 58 85 26 18 22 50 50 24 738 29 82 33 41 60 31 18 25 73 37 34 135
internal_value=0 6.39127e-05 0.000432195 -1.22427e-05 -0.000737839 -0.00132525 -0.00292775 -0.000432287 5.39501e-05 -1.04806e-05 0.000211278 -0.000324066 -0.00082631 -0.00170114 -0.00260703 -2.45826e-05 -0.000782226 -0.00420745 0.000334069 -0.000162812 -0.00126324 -0.000151384 0.000661138
internal_weight=0 3650.62 625.541 3025.07 252.893 186.607 66.7743 119.833 2772.18 2569.21 1504.95 1064.26 397.551 206.473 138.703 666.709 214.205 70.7378 452.504 269.841 106.556 170.118 524.335
internal_count=4780 1791 291 1500 140 114 46 68 1360 1275 762 513 203 121 88 310 115 47 195 135 62 84 233
is_linear=0
shrinkage=0.05


Tree=574
num_leaves=24
num_cat=0
split_feature=141 135 44 108 121 147 108 121 5 52 40 98 78 17 148 15 47 124 34 69 52 123 40
split_gain=0.00977599 0.0310654 0.0678735 0.070492 0.0604456 0.0559614 0.0425635 0.0348773 0.0691949 0.055296 0.0293132 0.108308 0.0722035 0.0715118 0.053919 0.110199 0.0986 0.039586 0.0639887 0.0493238 0.0479692 0.0557236 0.038776
threshold=0.0005893622583243997 0.0044099434744566688 0.0013146653072908523 0.0022975050378590827 0.04273676127195359 0.00017767510871635753 0.0098710241727530974 0.0025217677466571335 0.000490355829242617 0.0013146653072908523 0.00060774214216507982 0.0051502294372767219 0.0019071503775194289 0.0033348383149132137 0.0060143163427710542 0.00057154725072905432 0.0049928687512874612 0.00087947337306104611 0.0015833032084628942 0.0030382014811038975 0.00096484774257987748 0.00082683752407319855 0.0048403022810816774
decision_type=2 2 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 7 -6 -5 10 9 -9 11 14 13 22 15 -1 -17 18 -14 20 -19 -22 -12
right_child=-2 2 3 6 5 -7 -8 8 -10 -11 12 -13 17 -15 -16 16 -18 19 -20 -21 21 -23 -24
leaf_value=0.001498213412427597 -2.4540687561121202e-05 0.0016712129816186137 -0.0014366720000666855 0.0012361945509251433 -0.00028842154072629406 -0.0026513956643182627 -0.000503256471952548 0.0021139016526951536 -0.00042092202388213429 0.00047699523476460969 -0.00038479452672354097 -0.0031385048377332693 0.00052576689195222561 0.0025333447905269667 0.00099088102885364787 -0.0033290028356101858 -0.00047201248712952417 -0.00029227794099009511 -0.0018086290318017105 -0.0013698825298608282 0.0014539266836636425 -0.00057947756102742331 0.0011890583762120212
leaf_weight=50.481039881706238 7737.2839838266373 95.270764231681824 57.119429707527161 99.331870675086975 71.440874338150024 38.590492606163025 54.444555640220642 79.46549654006958 123.25935125350952 147.08924114704132 79.758268594741821 33.338335156440735 46.371138095855713 51.623295545578003 78.420831561088562 40.074315667152405 122.55625367164612 177.53755807876587 80.002245306968689 52.111248970031738 120.87724924087524 46.712705492973328 76.839417815208435
leaf_count=24 3910 30 27 35 22 21 25 28 47 55 40 21 17 17 39 28 72 119 50 37 57 31 28
internal_value=0 0.000104173 0.000563581 6.32163e-05 1.14263e-05 -0.00111717 0.000620342 9.97159e-05 0.000532456 0.00105115 -4.35394e-05 -0.000438793 0.000131919 0.000919483 -0.000130066 -0.000542552 -0.00117601 -0.000181266 -0.000952052 6.39441e-05 0.000280439 0.000887152 0.000387464
internal_weight=0 1822.72 306.167 210.896 1516.55 110.031 153.776 1406.52 349.814 226.555 1056.7 324.871 731.833 208.221 291.532 213.112 162.631 523.612 126.373 397.239 345.128 167.59 156.598
internal_count=4780 870 117 87 753 43 60 710 130 83 580 184 396 85 163 124 100 311 67 244 207 88 68
is_linear=0
shrinkage=0.05


Tree=575
num_leaves=24
num_cat=0
split_feature=88 108 117 15 88 111 79 91 40 104 67 58 13 115 40 143 11 108 107 21 92 110 73
split_gain=0.0105124 0.0400003 0.0388015 0.0625865 0.047723 0.0404911 0.0368397 0.0414099 0.0347132 0.0338425 0.0416178 0.0710386 0.0416161 0.0334261 0.0362554 0.0516032 0.0326266 0.0312517 0.0639905 0.0792046 0.0726876 0.0672628 0.077577
threshold=0.0062037324532866487 0.007706565549597145 0.034632634371519096 0.0058306583669036635 0.023343417793512348 0.00057154725072905432 0.0049928687512874612 0.0016331639490090313 0.013439828064292671 0.00060774214216507982 0.0013146653072908523 0.0045489775948226461 0.00017767510871635753 0.013032016810029747 0.0017376682371832433 0.0044099434744566688 0.0062037324532866487 0.007706565549597145 0.0027679565828293566 0.00066645268816500913 0.011169348377734424 0.0011261500185355546 0.0036604277556762104
decision_type=2 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 5 6 9 7 -5 16 -2 11 -11 -12 -3 15 -15 -7 -1 -19 -20 -21 -22 -23
right_child=1 13 -4 4 -6 8 -8 -9 -10 10 12 -13 -14 14 -16 -17 -18 18 19 20 21 22 -24
leaf_value=-9.6251998537256512e-05 0.00029391802389799811 -0.00067723923806726517 0.0012597678463619189 0.0021434527416841552 -0.00033390292232541902 0.00049648951357886848 0.00031592130874452082 0.00038535926254145851 -0.00040038366145225124 -0.00056146195791695352 0.0014999205497974373 -0.0029020731578262016 -0.00033443986053040183 -8.5926358829442387e-05 -0.00048735667952886963 0.0025720708802573228 0.0021090020052053453 0.00048416928566178351 -0.0011164732558688745 0.00019114538464983085 -0.0017508102185587019 -0.00079560267853693949 0.0014877509762019495
leaf_weight=5172.3880416154861 191.90779805183411 249.36879515647888 88.827555775642395 104.73041415214539 74.798883199691772 120.12535631656647 91.843997240066528 49.241193532943726 72.124009132385254 169.65932190418243 37.204260230064392 40.074315667152405 183.03369224071503 42.70039439201355 78.762398958206177 31.903307437896729 42.456417679786682 814.09105122089386 158.27669084072113 1471.1940532922745 97.340131402015686 124.98715102672577 52.960732579231262
leaf_count=2489 116 157 35 41 52 80 51 27 50 119 18 28 129 28 53 16 18 377 83 670 61 64 18
internal_value=0 0.000114016 0.000252084 0.000176048 0.000771956 -4.69967e-05 0.00110846 0.0015812 0.000512575 -0.000258187 -0.000504606 -0.00100869 -2.45658e-05 -0.00032001 0.000260834 0.00105073 0.000917579 -2.41111e-05 0.000113131 -4.54501e-05 5.16124e-05 -0.00069408 -0.000116032
internal_weight=0 1668.76 1266.03 1177.2 320.614 856.585 245.816 153.972 234.706 621.879 429.972 209.734 220.238 402.735 153.366 74.6037 162.582 7891.24 2718.85 1904.76 1746.48 275.288 177.948
internal_count=4780 1018 764 729 171 558 119 68 148 410 294 147 147 254 97 44 98 3762 1273 896 813 143 82
is_linear=0
shrinkage=0.05


Tree=576
num_leaves=24
num_cat=0
split_feature=146 72 12 45 17 95 56 13 143 17 102 115 54 101 15 71 14 142 81 26 7 142 104
split_gain=0.009831 0.0269337 0.0352103 0.0371743 0.0350021 0.0432916 0.04304 0.0411661 0.0410089 0.044871 0.0390498 0.0386494 0.0535703 0.0381354 0.063394 0.0331581 0.0306752 0.0287774 0.0271733 0.0354376 0.0342206 0.0426014 0.0387113
threshold=0.013439828064292671 0.0072436286136507997 0.00017767510871635753 0.000490355829242617 0.0018488886416889729 0.0019071503775194289 0.00042089859198313212 0.000490355829242617 0.0056525857653468856 0.00077738583786413084 0.0028552538715302949 0.0020292587578296666 0.0020292587578296666 0.0019071503775194289 0.0051502294372767219 0.030689206905663017 0.00082683752407319855 0.0062037324532866487 0.027182282879948619 0.00080172589514404546 0.0037758676335215573 0.0049928687512874612 0.002945306478068233
decision_type=2 2 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 7 6 -6 8 11 10 17 15 -13 14 -7 16 -2 -10 19 20 21 22 -5
right_child=1 2 3 18 5 13 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-2.3361682026328109e-05 0.0016971568229938534 -0.001564515429368026 0.0012255371145543557 -0.0010500822330264449 0.0018492105453969837 -0.0023651793373375613 0.00023993889304251481 -0.0013792651016577267 -0.0014790367645766086 -0.0018142165855369039 0.00096965818539445985 0.00059392055712725747 -0.0018778716036022621 0.00066677565126056152 0.00066214417927993371 3.2910231847474265e-05 0.00043884652771509477 2.3349418911797344e-06 0.00057515911036044149 0.00047793346527352077 9.0738555379347598e-06 -0.0020382272508744736 0.00090335185501805586
leaf_weight=7885.9058433771133 108.4987485408783 41.265366673469543 51.769681572914124 86.591839790344238 107.25890219211578 33.435925841331482 67.818925976753235 46.761500835418701 49.192398190498352 42.70039439201355 66.237512230873108 53.058323264122009 37.350646257400513 123.3081465959549 35.818027853965759 104.58402812480927 87.490118741989136 98.287205696105957 96.998564004898071 98.433591723442078 133.30454528331757 68.062902688980103 35.866823196411133
leaf_count=3974 34 23 23 51 37 25 35 33 25 28 24 22 24 49 15 35 34 46 47 52 82 45 17
internal_value=0 0.000110046 -0.000154055 -5.21275e-05 0.000262342 0.000656812 0.00122584 5.34232e-05 0.000156906 -0.000334485 -3.8837e-05 0.000479175 -0.000427251 0.000139454 -0.000799453 0.000751818 0.00113544 -0.000491782 -0.00017951 -0.000352867 -0.000605406 -0.00103535 -0.000477942
internal_weight=0 1674.09 612.293 571.028 1061.8 367.64 175.078 694.161 647.399 256.418 213.717 390.982 90.409 192.562 69.254 300.573 195.989 147.48 519.258 422.26 323.826 190.522 122.459
internal_count=4780 806 340 317 466 161 72 305 272 123 95 149 46 89 40 103 68 71 294 247 195 113 68
is_linear=0
shrinkage=0.05


Tree=577
num_leaves=24
num_cat=0
split_feature=75 1 101 56 51 71 18 98 7 148 143 117 51 61 63 112 61 23 19 27 59 82 79
split_gain=0.00954715 0.0395367 0.055165 0.0726404 0.0444522 0.0318009 0.0201033 0.0196568 0.0210854 0.0227781 0.0190288 0.0551701 0.0559633 0.0442401 0.0936611 0.041258 0.0904942 0.039905 0.0476747 0.0511994 0.0361596 0.0788101 0.0532508
threshold=0.011169348377734424 0.00244467705488205 0.0019071503775194289 0.00096484774257987748 0.020658296532928947 0.004017772153019906 0.0010585968848317864 0.0032328735105693345 0.014293605927377941 0.032603342086076743 0.016668972559273246 0.016668972559273246 0.00096484774257987748 0.0011615398107096555 0.00017767510871635753 0.0016846025246195497 0.0030382014811038975 0.059226244688034065 0.00046126570669002836 0.00064626874518580746 0.01884530205279589 0.00096484774257987748 0.00055427959887310873
decision_type=2 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 7 -4 5 -2 -7 8 9 -3 -1 13 -13 17 -15 16 -14 18 -12 -20 21 -16 -22
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 11 12 15 14 20 -17 -18 -19 19 -21 22 -23 -24
leaf_value=-4.9155483574807834e-05 2.1764674265738814e-05 0.00027106016866195484 0.0024197343802794579 -0.00015050099163086892 0.0013900955533763209 -0.0013069169552896885 -0.00021597807227870318 -0.00080069020259630145 -0.00041124573187446801 0.0016298330297825859 0.0016745990878171712 -0.0015195571106595915 0.00037278393394904523 0.0024521289349414416 -0.00043256055635350061 0.00096993956401607664 -0.001885413258097523 -0.0011444365610606278 -0.0017007978883143921 0.00021315098871567607 0.0014123277467179788 0.0014284063501116856 -0.00033308561932013294
leaf_weight=7222.703423500061 409.95882987976074 104.02731657028198 73.022288084030151 44.086626768112183 46.517524123191833 89.559485912322998 79.904654622077942 45.424063801765442 64.196977615356445 43.842650055885315 45.131291747093201 82.57952868938446 127.41804838180542 62.273996472358704 84.014556407928467 74.408520460128784 68.062902688980103 70.640186071395874 41.314162015914917 226.53477489948273 54.298169612884521 176.22008383274078 223.85990083217621
leaf_count=3431 281 66 33 31 23 65 46 32 48 21 20 48 56 23 53 36 45 43 25 136 19 65 134
internal_value=0 0.000146145 0.000552435 0.00145215 -9.70029e-05 -0.000216391 -0.000792524 0.000143238 0.000345425 0.000673929 -1.70833e-05 0.000156208 -0.000380572 0.000348426 0.000616313 -3.20706e-05 -0.000413479 -7.10268e-05 0.000171244 -8.20646e-05 0.000403971 0.000827609 7.62983e-06
internal_weight=0 1000.54 374.6 117.109 625.94 579.423 169.464 257.491 212.067 147.87 8559.46 1336.76 352.469 984.287 600.667 269.889 195.481 383.62 312.98 267.849 538.393 260.235 278.158
internal_count=4780 646 231 64 415 392 111 167 135 87 4134 703 185 518 294 137 101 224 181 161 271 118 153
is_linear=0
shrinkage=0.05


Tree=578
num_leaves=24
num_cat=0
split_feature=82 50 69 19 19 95 100 52 108 101 71 38 79 32 113 138 60 79 76 8 110 71 85
split_gain=0.00960355 0.0397929 0.0463524 0.0881749 0.0885366 0.087393 0.0700444 0.0663681 0.102436 0.0905121 0.0762228 0.0509944 0.0485331 0.0437844 0.0418186 0.0392757 0.0391944 0.030799 0.0978355 0.0301382 0.028892 0.0277528 0.0429947
threshold=0.0070226341485977182 0.00047558375808876013 0.00046126570669002836 0.010180860292166473 0.0013986918493174019 0.00899649551138282 0.0011980500421486797 0.0017376682371832433 0.0044099434744566688 0.0060143163427710542 0.030689206905663017 0.00085274505545385193 0.0011261500185355546 0.00055427959887310873 0.0044099434744566688 0.0011261500185355546 0.0013146653072908523 0.0014881226234138014 0.00044738779251929378 0.0015833032084628942 0.00057154725072905432 0.010829726699739696 0.0022272822679951791
decision_type=2 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 3 4 11 -5 -4 8 9 -8 15 13 -12 19 -10 17 -14 -9 -19 -3 -6 -1 -23
right_child=1 2 6 5 20 -7 7 10 14 -11 12 -13 16 -15 -16 -17 -18 18 -20 -21 -22 22 -24
leaf_value=6.3450244995738253e-05 -0.0010903637238021634 -0.00030928391018379036 0.0012344630931243521 -0.0026020828674909059 0.00086814981968537722 0.00046896622737028262 -0.0033842533490392604 -0.00012049540652051766 -0.0011523258610310232 -0.00016951486915932893 0.0016327980605424003 -0.0010332521842481219 0.00095074772881981922 0.0014728372691695444 0.00055899526305208701 0.00026736248630281046 -0.00047009455736365854 -0.0034203084004650035 -0.00028538563770787406 0.00084915804163890058 0.0019607756809548091 -5.5911043872509508e-05 -0.00055552991437387937
leaf_weight=4266.2932908535004 66.383898258209229 149.4713431596756 90.067402124404907 43.940240740776062 120.34050047397614 48.997216820716858 59.989485144615173 60.985354781150818 58.554457426071167 34.4805908203125 85.908704996109009 69.009976983070374 92.595890164375305 80.656547546386719 91.45363450050354 94.274894595146179 102.00674474239349 41.411752700805664 62.371587157249451 89.921016097068787 121.67793750762939 3129.9131935834885 499.29430186748505
leaf_count=2485 30 45 32 25 35 17 37 24 32 14 23 30 28 23 35 43 37 29 27 26 36 1384 283
internal_value=0 0.000109145 0.000158972 0.000454847 0.000666597 -0.000983006 -8.61012e-05 -0.000237804 -0.000921212 -0.00221091 7.1856e-05 0.0001995 0.000642948 0.00046531 -0.000109005 -0.000546564 0.000205971 -0.00101226 -0.00153629 0.000125852 0.00141748 -2.30096e-05 -0.000124647
internal_weight=0 1664.5 1598.12 724.015 631.077 92.9375 874.1 784.033 244.478 94.4701 539.555 389.059 280.511 320.049 150.008 259.044 194.603 164.769 103.783 239.392 242.018 7895.5 3629.21
internal_count=4780 628 598 237 195 42 361 329 118 51 211 124 88 94 67 123 65 80 56 71 71 4152 1667
is_linear=0
shrinkage=0.05


Tree=579
num_leaves=24
num_cat=0
split_feature=131 80 143 107 2 59 1 31 29 61 83 60 69 12 146 17 71 39 149 23 100 93 61
split_gain=0.0103112 0.0316933 0.0427072 0.0486163 0.0503664 0.0455983 0.0437322 0.0284735 0.0240668 0.0306327 0.0274815 0.021664 0.0356157 0.0184756 0.0155188 0.0282223 0.0533797 0.0412665 0.0398373 0.0700429 0.0328189 0.0355451 0.0595898
threshold=0.020658296532928947 0.015200819820165636 0.0063990866765379914 0.004017772153019906 0.00047558375808876013 0.0038949446752667431 0.016164712607860569 0.0081988852471113222 0.0036604277556762104 0.00244467705488205 0.0020292587578296666 0.0054799309000372895 0.0045489775948226461 0.0045489775948226461 0.013439828064292671 0.0018488886416889729 0.0058306583669036635 0.013032016810029747 0.010180860292166473 0.0072436286136507997 0.015675474889576439 0.0038949446752667431 0.0010263677686452868
decision_type=2 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 5 11 -5 6 7 8 10 -10 -2 -4 -13 -12 -1 20 17 -17 19 -18 21 -16 -23
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 13 12 -14 -15 15 16 18 -19 -20 -21 -22 22 -24
leaf_value=-4.7307479016762602e-05 -0.00045175514515252539 0.001366104406014737 -0.00033364882281767649 -0.002479715350451093 3.8092822359793124e-05 0.0019603698681658652 0.0016404485853864878 -0.00066118847699864712 -0.0012253740746854015 0.00071834073178318877 0.0014823446433676381 0.0017345902851525952 -0.00037728153847272803 0.00029247076866732496 5.247351479854747e-05 0.0017311889209654053 -0.00070252150752726534 0.00021294258578451284 -0.0011161248706868558 0.00086731441960908012 0.00052161112089781417 2.1927637826626769e-05 -0.0014994106113362746
leaf_weight=7152.2473257780075 42.797985076904297 51.818476915359497 157.47600257396698 46.761500835418701 34.529386162757874 42.456417679786682 49.046012163162231 101.45003318786621 46.615114808082581 35.866823196411133 80.754138231277466 39.879134297370911 39.976724982261658 54.737327694892883 556.92164778709412 108.88911128044128 111.80796205997467 75.989934206008911 59.745508432388306 194.94420230388641 214.66419041156769 144.65834379196167 115.96665918827057
leaf_count=3557 32 25 104 33 16 18 19 68 27 17 27 20 24 37 277 50 62 47 27 79 80 63 71
internal_value=0 0.00016906 8.87478e-05 -0.000354934 -0.00141024 0.000400319 0.00023927 4.95453e-05 0.000326048 -0.00038016 0.000652761 6.53008e-06 0.000677364 0.00100165 -1.59496e-05 0.000125678 0.000414483 0.00110715 6.50672e-05 0.000295126 -2.85937e-05 -0.000173062 -0.000655001
internal_weight=0 824.165 772.347 318.623 81.2909 453.724 411.267 362.221 260.771 82.4819 178.289 237.332 79.8559 135.491 8735.83 1583.59 551.377 184.879 366.498 306.752 1032.21 817.547 260.625
internal_count=4780 467 442 197 49 245 227 208 140 44 96 148 44 64 4313 756 265 97 168 141 491 411 134
is_linear=0
shrinkage=0.05


Tree=580
num_leaves=24
num_cat=0
split_feature=88 108 15 117 88 91 18 51 32 111 115 73 145 72 60 149 26 20 107 149 82 148 94
split_gain=0.00977718 0.0350335 0.0470214 0.0463978 0.0459757 0.0373598 0.0358158 0.0441266 0.0568203 0.0348165 0.0443888 0.0548621 0.049236 0.0304305 0.0555208 0.0299961 0.0297437 0.0292477 0.0371851 0.0261241 0.0347055 0.021797 0.0216216
threshold=0.0062037324532866487 0.007706565549597145 0.0058306583669036635 0.034632634371519096 0.018276390619575981 0.0028552538715302949 0.0005893622583243997 0.00096484774257987748 0.0012357163941487672 0.00057154725072905432 0.00085274505545385193 0.0032328735105693345 0.00066645268816500913 0.0020932231564074759 0.0011261500185355546 0.00042089859198313212 0.00066645268816500913 0.0016846025246195497 0.00046126570669002836 0.0021592099219560628 0.002945306478068233 0.013032016810029747 0.055838862434029586
decision_type=2 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 9 5 13 7 8 -3 10 -2 12 -12 -4 -15 -14 19 18 -11 20 -13 -8 -1
right_child=1 6 4 -5 -6 -7 21 -9 -10 17 11 16 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-1.0352590479315771e-05 0.0015792877654254326 3.5708814496865252e-06 0.0025993267374687288 0.0013552195425676641 -8.9191599871439814e-05 0.00010998615228871772 -0.0013145121860868613 -0.00063579650180466433 0.0023424739715706042 -8.0564345231857949e-05 8.3816950454106164e-06 -0.00025521973723776481 -0.00088605657533937909 -0.0002449589844870072 0.0019568422292791511 -0.0029599016536879974 0.0012574581249644237 -0.00039798265008147006 0.0014435211533118501 -0.0012087826908997463 0.001136274326275066 -0.00024961052575101823 -0.00055424853469357384
leaf_weight=7704.0742951631546 31.805716753005981 74.603701829910278 47.659779787063599 63.611433506011963 113.3893758058548 63.953000903129578 97.486517429351807 96.0514897108078 39.830338954925537 66.871851682662964 43.891445398330688 327.37930119037628 29.423614740371704 46.615114808082581 74.21333909034729 42.797985076904297 37.204260230064392 68.16049337387085 99.67343807220459 57.460997104644775 51.916067600250244 94.762848019599915 187.16355681419373
leaf_count=3679 12 44 16 24 73 38 67 62 18 50 23 233 22 27 28 32 18 49 49 41 29 63 83
internal_value=0 0.000109957 0.000239169 5.23645e-05 0.000736224 0.00113888 -0.00029623 0.000154399 0.000817658 -4.43877e-05 -0.000240221 -0.000338295 -0.00131235 0.00152941 0.0011074 -0.002115 -9.96661e-05 0.000474494 0.000831565 -0.00021527 -6.47589e-05 -0.000789605 -2.32527e-05
internal_weight=0 1668.76 1266.03 920.197 345.831 232.441 402.735 210.486 114.434 856.585 621.879 590.074 116.113 168.488 120.828 72.2216 473.961 234.706 166.545 436.756 379.295 192.249 7891.24
internal_count=4780 1018 764 582 182 109 254 124 62 558 410 398 77 71 55 54 321 148 99 303 262 130 3762
is_linear=0
shrinkage=0.05


Tree=581
num_leaves=24
num_cat=0
split_feature=79 143 142 46 17 117 78 3 83 0 128 68 98 10 92 68 0 58 1 82 76 8 68
split_gain=0.00976127 0.070876 0.0681466 0.062006 0.0871478 0.0676874 0.0641934 0.061885 0.090451 0.0817912 0.0883106 0.077229 0.10113 0.105986 0.0837376 0.0829673 0.100679 0.0618214 0.0727819 0.122341 0.0574211 0.056579 0.0581026
threshold=0.00017767510871635753 0.0079489401541650313 0.0070226341485977182 0.0045489775948226461 0.00017767510871635753 0.0049928687512874612 0.00093549740267917525 0.00017767510871635753 0.00040826165059115743 0.0020932231564074759 0.0048403022810816774 0.0079489401541650313 0.00043393640953581786 0.0011615398107096555 0.002945306478068233 0.0035485138650983576 0.00087947337306104611 0.00060774214216507982 0.00017767510871635753 0.0013986918493174019 0.0005375427135732026 0.0031340263085439806 0.000490355829242617
decision_type=2 2 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 -5 -4 8 -1 10 20 12 13 -10 -13 17 -17 -14 19 -19 -9 22 -20
right_child=-2 2 3 5 -6 -7 -8 9 11 -11 -12 14 15 -15 -16 16 -18 18 21 -21 -22 -23 -24
leaf_value=0.0019443597722176226 -2.5918988100886104e-05 -0.002406858666796948 0.00020578720106936052 0.00036961444390844943 0.0012834579466330174 -0.0018528008575037316 -0.0022356039460136139 0.0029438630029256781 -0.0036701800012086411 -0.00035331133772205587 -2.7335221199336962e-05 2.8197447604792831e-05 0.001845570164073156 -0.0002443323010410121 0.0014570267591916047 -0.0024712112788395856 0.00040262372629507336 -0.0024196003667113081 -0.00035549758375419448 0.00011363583552237598 0.00066474028658510659 -0.00054727406842723582 0.00148789631476181
leaf_weight=63.611433506011963 7568.2190757989883 41.460548043251038 73.022288084030151 53.302299976348877 107.4052882194519 95.90510368347168 42.651599049568176 90.018606781959534 42.70039439201355 86.494249105453491 63.806614875793457 289.17030155658722 50.334653854370117 47.903756499290466 158.88219773769379 71.782441735267639 52.960732579231262 69.156363010406494 59.647917747497559 153.33726823329926 39.879134297370911 87.490118741989136 150.85757553577423
leaf_count=24 3923 31 33 32 43 56 26 30 28 47 32 120 18 26 54 36 18 36 23 42 20 34 48
internal_value=0 9.8485e-05 -0.000484006 -0.000269864 0.000257869 -0.00105887 -0.000694409 0.000251209 0.000105721 0.000925087 0.00149593 1.09585e-05 -0.000287627 -0.00185888 0.000534869 -8.29563e-05 -0.0012511 0.00017232 1.05065e-05 -0.000673755 0.00224416 0.000521399 0.00096556
internal_weight=0 1991.78 413.747 372.287 223.079 149.207 115.674 1578.03 1297.84 280.199 193.704 1234.22 786.171 90.6042 448.052 695.567 124.743 570.824 520.489 222.494 129.898 297.996 210.505
internal_count=4780 857 221 190 102 88 59 636 507 129 82 483 309 54 174 255 54 201 183 78 50 105 71
is_linear=0
shrinkage=0.05


Tree=582
num_leaves=24
num_cat=0
split_feature=44 22 113 22 149 146 54 70 72 101 68 69 9 29 98 52 23 118 114 24 14 104 118
split_gain=0.0100921 0.0204935 0.0264176 0.0539811 0.025398 0.0329464 0.043551 0.0316217 0.0593655 0.0377299 0.0273851 0.026894 0.0301662 0.0249077 0.0292936 0.0240949 0.02277 0.0303971 0.0198707 0.0178756 0.0729169 0.0838607 0.0647143
threshold=0.019431582652032379 0.0045489775948226461 0.00050559637020342063 0.00043393640953581786 0.0058306583669036635 0.0056525857653468856 0.0012745757703669371 0.00062670491752214741 0.0028552538715302949 0.018276390619575981 0.0031340263085439806 0.0045489775948226461 0.00073092587990686308 0.0068083447404205808 0.034632634371519096 0.0026012937305495147 0.022641776129603389 0.00075379351619631063 0.00017767510871635753 0.0054799309000372895 0.00040826165059115743 0.00093549740267917525 0.00057154725072905432
decision_type=2 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 -2 5 6 -4 8 -6 11 -7 13 -13 14 -9 -12 17 -8 -14 -1 21 -21 -23
right_child=1 -3 4 -5 7 10 16 9 -10 -11 15 12 18 -15 -16 -17 -18 -19 -20 20 -22 22 -24
leaf_value=2.15743484719111e-05 -0.0019336993609005955 0.0010801630071840249 0.0018188003702916192 0.0003568476663830293 -0.0022325921331537595 -0.00069539223578069962 -0.0010521193775443643 -0.0015596467010252676 0.00029750335767773315 -0.0012037831021890748 0.0011380468483397803 0.001002837743901974 0.00063459124178654824 0.00037594312941219006 6.2689684839563797e-05 -0.00025064345011566771 0.001073054143558095 0.00066477821741631172 -0.0005918466940780325 -0.0023548904519208702 -1.5294420439907095e-05 5.4618919032734156e-05 -0.0017116681628241799
leaf_weight=6265.6019771099091 46.761500835418701 54.444555640220642 76.839417815208435 57.168225049972534 43.891445398330688 87.83168613910675 45.375268459320068 53.302299976348877 49.143602848052979 50.432244539260864 63.660228848457336 160.07324874401093 62.176405787467957 99.331870675086975 58.212890028953552 61.326922178268433 72.973492741584778 59.696713089942932 70.44500470161438 70.493800044059753 1685.1351833343506 195.04179298877716 70.640186071395874
leaf_count=3220 33 25 28 29 23 48 30 32 23 22 26 49 19 35 18 38 31 25 35 37 828 83 43
internal_value=0 0.000131069 8.86664e-05 -0.000673747 0.00015975 0.00044046 0.000823921 -4.31673e-05 -0.000896128 0.00010008 -1.87969e-05 0.000230668 0.000540807 -0.000199862 -0.000712759 0.000456664 0.000394559 -7.66629e-05 -1.68603e-05 -2.01356e-05 -0.000149427 -0.000821787 -0.000415006
internal_weight=0 1273.09 1218.64 103.93 1114.71 467.704 254.885 647.009 93.035 553.974 212.819 503.542 292.695 210.847 111.515 124.987 178.045 105.072 132.621 8286.91 2021.31 336.176 265.682
internal_count=4780 569 544 62 482 226 114 256 46 210 112 188 103 85 50 64 86 55 54 4211 991 163 126
is_linear=0
shrinkage=0.05


Tree=583
num_leaves=24
num_cat=0
split_feature=125 50 71 145 34 27 85 21 39 132 60 28 135 68 112 137 60 144 53 32 93 87 17
split_gain=0.0101498 0.0266812 0.0493049 0.0259796 0.0267032 0.0552592 0.043217 0.0594787 0.0245374 0.0197896 0.0260135 0.0182181 0.0162607 0.0876195 0.0691826 0.0596983 0.0577424 0.0597574 0.104226 0.0625917 0.0491981 0.0731467 0.0742554
threshold=0.027182282879948619 0.021960759535431865 0.025578102096915249 0.00017767510871635753 0.0035485138650983576 0.00064626874518580746 0.0022272822679951791 0.000490355829242617 0.0031340263085439806 0.00038414125447161501 0.00039601318712811922 0.00046126570669002836 0.00064626874518580746 0.00064626874518580746 0.00244467705488205 0.00044738779251929378 0.0084566329605877417 0.0014881226234138014 0.00244467705488205 0.00062670491752214741 0.000490355829242617 0.0058306583669036635 0.19438949227333072
decision_type=2 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 11 5 -5 7 -6 -9 10 -7 -2 20 14 16 -16 17 19 -19 -14 -1 22 -22
right_child=1 -3 -4 4 6 9 -8 8 -10 -11 -12 -13 13 -15 15 -17 -18 18 -20 -21 21 -23 -24
leaf_value=7.6571216060803467e-05 -0.0014575298367678687 0.0010117037291913586 -0.0016240336018277781 0.0016145562049287591 0.002320783771403595 -0.00030857550225801519 -0.00055622630896107813 0.00095881826069003136 -0.00058679786995777228 0.00018060479324339857 -0.0020227696984366074 3.7886416347625588e-05 0.0014923796854382203 -2.5008702603013538e-05 -0.0019339489734643885 0.00073603107244819051 -0.00067804387510060193 0.00070253391045708676 0.0039041114725057446 -7.1709450072321359e-05 -0.00011457849865901318 -0.0011542891910642417 -0.0022911900719841333
leaf_weight=2439.5871865749359 36.110799908638 86.006295680999756 40.074315667152405 39.683952927589417 63.562638163566589 61.180536150932312 50.822607278823853 71.636055707931519 40.025520324707031 69.253953695297241 34.675772190093994 46.712705492973328 137.58079588413239 3771.756546497345 42.651599049568176 41.118980646133423 47.806165814399719 54.542146325111389 47.610984444618225 119.53981220722198 1975.4277777671814 202.65608966350555 39.976724982261658
leaf_count=1290 27 27 28 12 22 32 38 30 26 40 22 31 42 1805 26 17 22 29 14 56 994 126 24
internal_value=0 0.000192378 6.51212e-05 0.000196903 0.00035281 -6.07456e-05 0.000727484 0.00109981 0.000404786 -0.000463401 -0.000928681 -0.000614111 -1.3797e-05 5.67691e-05 0.00068516 -0.000623383 0.000954437 0.00117166 0.00219471 0.000765208 -7.83781e-05 -0.000248803 -0.000157753
internal_weight=0 639.745 553.739 513.665 430.841 204.794 226.047 175.224 111.662 165.11 95.8563 82.8235 8920.25 4262.61 490.85 83.7706 407.08 359.274 102.153 257.121 4657.65 2218.06 2015.4
internal_count=4780 335 308 280 222 106 116 78 56 94 54 58 4445 2011 206 43 163 141 43 98 2434 1144 1018
is_linear=0
shrinkage=0.05


Tree=584
num_leaves=24
num_cat=0
split_feature=134 50 22 11 135 56 83 92 116 17 5 95 93 100 109 59 141 80 131 27 41 136 54
split_gain=0.00957293 0.0463352 0.0448601 0.0419879 0.0637118 0.0372504 0.0557792 0.058245 0.0713099 0.0405233 0.0597076 0.0355535 0.0343873 0.0375351 0.0478906 0.0488237 0.0368079 0.0666046 0.045473 0.0422605 0.0418352 0.0406417 0.0378456
threshold=0.00017767510871635753 0.018276390619575981 0.0011980500421486797 0.0019071503775194289 0.0018488886416889729 0.00087947337306104611 0.0063990866765379914 0.0020932231564074759 0.0072436286136507997 0.0025217677466571335 0.00043393640953581786 0.0012745757703669371 0.045367386192083366 0.0016331639490090313 0.010500331409275534 0.0063990866765379914 0.0034400182776153092 0.0062037324532866487 0.0037758676335215573 0.0060143163427710542 0.000490355829242617 0.000490355829242617 0.0062037324532866487
decision_type=2 2 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 -3 -1 -7 9 11 10 -8 -9 13 14 -2 -16 -15 18 20 22 21 -18 -20
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 -12 -13 -14 16 15 -17 17 -19 19 -21 -22 -23 -24
leaf_value=-5.6586559287369791e-05 -0.0002165123533207658 0.00086155618674626372 -0.00052912198928397518 0.0011262087928192814 -0.0016748882487761356 -7.7634592039391533e-05 0.00048258352440722286 0.00095046418490524762 -0.00027281704744907815 0.0012525584234858984 -0.0026199065515229779 0.0025432599976619218 0.00092809611643381864 -0.00067262340605662215 0.0018913925831240811 0.00011174383609243928 0.0023033505026657242 -0.00087204052646886821 -0.0020494545128613112 0.00072899701112603954 -0.00013468111544639481 0.00058664442348631165 4.1487140459841326e-05
leaf_weight=7164.7433799505234 179.96845543384552 68.912386298179626 79.660677909851074 258.06768238544464 38.639287948608398 361.66471064090729 34.626976847648621 58.45686674118042 50.627425909042358 33.240744471549988 28.086177706718445 87.441323399543762 84.815244674682617 360.78639447689056 75.599571466445923 78.616012930870056 60.838968753814697 157.32961654663086 44.086626768112183 57.119429707527161 74.603701829910278 79.563087224960327 42.505213022232056
leaf_count=3531 111 26 36 83 23 239 20 28 30 17 21 32 32 203 31 47 18 98 31 27 44 32 20
internal_value=0 0.000106028 0.000546046 0.000780302 -4.96933e-05 -2.36105e-05 0.000337572 0.000850994 0.00134402 -0.000158793 -0.000906871 0.00190508 -4.51723e-05 -0.000113337 0.000337562 0.000984163 -0.000285186 -1.43146e-05 0.000361875 -0.000326698 0.000822122 0.00133053 -0.00102308
internal_weight=0 1741.11 445.28 365.619 107.552 7818.89 654.144 292.48 196.526 95.9539 62.7132 145.898 1295.83 1211.02 334.184 154.216 876.833 516.047 358.717 143.711 215.006 140.402 86.5918
internal_count=4780 862 168 132 49 3918 387 148 90 58 41 60 694 662 189 78 473 270 172 78 94 50 51
is_linear=0
shrinkage=0.05


Tree=585
num_leaves=24
num_cat=0
split_feature=136 37 45 56 59 116 14 92 17 13 124 141 14 93 75 19 119 32 44 105 71 124 81
split_gain=0.0097886 0.0348915 0.0281198 0.0244152 0.0251983 0.0169633 0.0118429 0.0474796 0.0374502 0.0851461 0.0711707 0.0422395 0.0326007 0.050273 0.115118 0.101367 0.0769859 0.051599 0.0450432 0.0448366 0.0601287 0.0386529 0.0368391
threshold=0.0044099434744566688 0.0053125319536775359 0.011880517937242987 0.00044738779251929378 0.0019672545604407792 0.0063990866765379914 0.0011980500421486797 0.4073652476072312 0.02636832278221846 0.00044738779251929378 0.0022272822679951791 0.0026833302108570938 0.00070876078098081063 0.000490355829242617 0.0023699469165876512 0.0011615398107096555 0.00042089859198313212 0.00062670491752214741 0.0028552538715302949 0.00085274505545385193 0.02129978779703379 0.00087947337306104611 0.0079489401541650313
decision_type=2 2 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 -5 12 8 -8 10 11 -10 -1 19 15 17 18 -15 -17 20 -14 22 -16
right_child=1 -3 -4 5 -6 -7 7 -9 9 -11 -12 -13 13 14 21 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=1.5077242208219379e-06 0.00029179449104091442 -0.00092434602086815957 -0.00044628778433235435 0.0007768352853732511 0.0015106376511364137 -0.00065520017186910563 3.6483434163878395e-05 -0.0012985560607518916 0.0015125876062083831 -0.00103419985537617 0.0024784591468401413 -0.00046708129192339875 0.00019781740608164507 -0.0043391805670673711 -0.001812422617092149 -0.0025459560173782506 0.00064623034143613547 -0.0014647369557223991 -0.00085906950579125595 -0.00039070639613924093 0.0023747721728938831 0.00047348229803629042 0.00023642268648681945
leaf_weight=4058.808685541153 71.392078995704651 54.542146325111389 70.298618674278259 37.106669545173645 104.43764209747314 46.712705492973328 3817.3447358608246 64.001796245574951 49.046012163162231 54.737327694892883 68.912386298179626 59.794303774833679 115.7226824760437 33.387130498886108 42.651599049568176 50.773811936378479 71.587260365486145 29.326024055480957 179.38291132450104 159.76051390171051 43.696264028549194 231.39656960964203 45.180087089538574
leaf_count=1892 20 29 29 14 29 31 2059 40 19 37 26 29 61 23 26 36 28 18 87 90 15 120 22
internal_value=0 0.000247158 0.000440814 0.000680992 0.00101575 -2.12409e-05 -1.03569e-05 5.26527e-05 7.40066e-05 0.000690115 0.0012211 0.000425004 -6.15674e-05 -0.000316846 -0.000558729 -0.00116594 -0.000785793 -0.00299503 -0.00123121 0.00020127 0.000794514 0.000134515 -0.000758509
internal_weight=0 384.49 329.948 259.649 175.83 83.8194 9175.51 4113.84 4049.83 232.49 177.753 108.84 5061.67 1002.86 683.685 364.457 301.744 62.7132 230.157 319.179 159.419 319.228 87.8317
internal_count=4780 152 123 94 49 45 4628 2210 2170 111 74 48 2418 526 360 192 151 41 123 166 76 168 48
is_linear=0
shrinkage=0.05


Tree=586
num_leaves=24
num_cat=0
split_feature=34 88 34 29 73 21 21 19 12 1 128 73 110 120 116 148 53 35 133 5 127 149 101
split_gain=0.00951642 0.026019 0.0173549 0.0451789 0.0694117 0.0562129 0.0519257 0.0531997 0.0897458 0.046807 0.0527081 0.0419119 0.0645851 0.038572 0.0287821 0.0256226 0.0403376 0.0230836 0.0311282 0.0204305 0.0928541 0.103095 0.0545546
threshold=0.064669914543628707 0.00039601318712811922 0.021960759535431865 0.007706565549597145 0.0032328735105693345 0.0068083447404205808 0.0033348383149132137 0.00096484774257987748 0.00040826165059115743 0.0044099434744566688 0.00070876078098081063 0.00017767510871635753 0.00096484774257987748 0.00052132029668428015 0.010829726699739696 0.023343417793512348 0.0028552538715302949 0.0042751494329422721 0.010829726699739696 0.010829726699739696 0.0066005610860884198 0.0011980500421486797 0.0016846025246195497
decision_type=2 2 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 6 5 9 17 -8 -9 10 11 12 -5 15 -12 -10 -17 -4 -19 -1 22 -22 -21
right_child=1 -3 3 4 -6 -7 7 8 13 -11 14 -13 -14 -15 -16 16 -18 18 -20 20 21 -23 -24
leaf_value=-1.2891865909001659e-05 0.00077379473457236567 -0.00027676769804016032 0.00063445718497881129 -0.0013075832317111079 0.0013672894194823289 0.00047940514528680973 0.00028397870169749584 -0.0034661455611527791 0.00066706552591653894 0.00069519141320858741 -0.00324345270628741 -0.001561923274178109 0.00096837741075481935 -0.0022139067768110229 -0.0011348429567845694 0.0002691010776253153 -0.0019986826487294724 -0.0012643495292185307 0.00030881294572395585 0.0011661643428178871 -0.0021315950011133139 8.9790011869881654e-06 0.00023517908308063422
leaf_weight=7199.38809633255 133.91005218029022 105.26716291904449 87.587709426879883 51.818476915359497 90.164992809295654 219.96514320373535 58.310480713844299 42.651599049568176 37.155464887619019 59.696713089942932 29.423614740371704 57.265815734863281 78.225650191307068 40.123111009597778 35.96441388130188 37.204260230064392 41.460548043251038 58.700843453407288 67.721335291862488 234.28658783435822 73.363855481147766 241.12015902996063 479.22387659549713
leaf_count=3767 53 63 38 25 36 82 22 26 16 25 22 33 31 30 21 18 31 38 31 77 47 88 160
internal_value=0 0.000311419 -7.99118e-06 -0.00019514 8.43931e-05 -0.000132889 -0.000564668 -0.00104387 -0.00143375 -0.000564021 -0.000861494 -0.00043484 6.1479e-05 -0.000877873 -0.00208369 -0.000415037 -0.000926142 1.05859e-05 -0.000421644 1.68814e-05 0.000225393 -0.000490381 0.000540875
internal_weight=0 239.177 9320.82 1093.44 622.525 532.36 470.915 256.905 198.595 312.395 252.698 187.31 130.044 155.943 65.388 115.82 78.6648 214.01 126.422 8227.38 1027.99 314.484 713.51
internal_count=4780 116 4664 525 275 239 250 143 121 157 132 89 56 95 43 65 49 107 69 4139 372 135 237
is_linear=0
shrinkage=0.05


Tree=587
num_leaves=24
num_cat=0
split_feature=50 50 15 108 43 147 79 26 127 81 102 109 11 23 149 28 91 47 62 81 75 47 96
split_gain=0.00952398 0.0427143 0.0742973 0.0493568 0.0400258 0.0462971 0.0504655 0.0389672 0.0410109 0.0392704 0.0324197 0.0430011 0.100146 0.0941768 0.107784 0.105468 0.101909 0.0874955 0.078562 0.0972136 0.0747624 0.0726978 0.0655154
threshold=0.0033348383149132137 0.0028552538715302949 0.0019071503775194289 0.0022975050378590827 0.0019672545604407792 0.0092791137285530585 0.0019672545604407792 0.00017767510871635753 0.00017767510871635753 0.011880517937242987 0.0025217677466571335 0.0021592099219560628 0.013860232196748258 0.015675474889576439 0.0048403022810816774 0.00085274505545385193 0.0020292587578296666 0.0049928687512874612 0.0005375427135732026 0.0072436286136507997 0.00042089859198313212 0.0084566329605877417 0.0030382014811038975
decision_type=2 2 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 -5 10 9 -9 11 12 17 15 16 18 -15 20 19 -13 -1 -19 -17
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12 13 -14 14 -16 22 -18 21 -20 -21 -22 -23 -24
leaf_value=0.0010233182265334338 -4.0668328699258944e-05 0.0020856961923158735 0.0011183784406723436 -0.0029247529526074565 0.000670370702337603 0.00049210347059418442 -0.00039044380612923132 -0.0014870452925397301 1.6571539143348714e-05 -4.4106991080317892e-05 0.00024499183361339355 -0.0025925827710934967 -0.0019184686352065475 -5.0198188221161397e-05 -0.001680270399538849 0.000566436956209444 0.0016062191106445897 0.0030127906646570208 4.9761640819280012e-05 -0.00036101940456977511 -0.0004269482161755542 0.00061509079040108691 -0.0010557329144460525
leaf_weight=138.01995396614075 5744.9597012996674 66.286307573318481 106.16544187068939 34.724567532539368 79.514291882514954 46.566319465637207 45.228882431983948 128.14997851848602 232.78280198574066 74.603701829910278 1405.1894247531891 145.58545529842377 48.050142526626587 255.56802690029144 62.517973184585571 177.00080931186676 145.84939479827881 53.009527921676636 72.973492741584778 73.41265082359314 249.515181183815 78.323240876197815 96.002694368362427
leaf_count=60 2654 26 46 24 30 25 24 86 123 44 817 101 32 142 33 97 58 20 31 49 163 35 60
internal_value=0 6.12413e-05 0.000565373 0.000242577 -0.000208706 -0.000761183 -0.00149112 5.71861e-06 -0.000436239 -0.000956113 6.98597e-05 -8.43511e-05 0.000265308 -0.000277009 0.000250875 -0.000710488 0.000551638 0.000467539 -0.00137107 -0.00184452 8.95616e-05 0.00158287 -4.00509e-06
internal_weight=0 3815.04 378.486 312.2 206.034 126.52 79.9534 3436.55 435.536 202.754 3001.02 1595.83 566.918 1028.91 463.935 564.975 401.417 518.868 291.972 218.998 387.535 131.333 273.004
internal_count=4780 2126 175 149 103 73 48 1951 253 130 1698 881 310 571 233 338 200 278 181 150 223 55 157
is_linear=0
shrinkage=0.05


Tree=588
num_leaves=24
num_cat=0
split_feature=131 68 145 28 47 107 146 15 4 149 96 141 59 149 1 35 146 72 68 51 105 33 70
split_gain=0.00952964 0.0260341 0.0386254 0.0371785 0.0366874 0.0298774 0.0389515 0.0323735 0.0393134 0.0307543 0.0243148 0.0223222 0.0281 0.0204575 0.0202162 0.0173676 0.0149888 0.0279365 0.0374646 0.0355659 0.0335685 0.032246 0.0298102
threshold=0.020658296532928947 0.015675474889576439 0.0053125319536775359 0.0053125319536775359 0.0017376682371832433 0.0027679565828293566 0.0056525857653468856 0.0068083447404205808 0.00096484774257987748 0.0011980500421486797 0.0037758676335215573 0.0044099434744566688 0.0049928687512874612 0.000490355829242617 0.0063990866765379914 0.0016846025246195497 0.013439828064292671 0.0072436286136507997 0.013032016810029747 0.020658296532928947 0.00085274505545385193 0.00066645268816500913 0.0030382014811038975
decision_type=2 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 -3 5 -5 7 11 8 14 -8 -9 12 -7 -10 -2 -4 -1 18 20 21 -18 -19 -23
right_child=1 2 15 4 -6 6 9 10 13 -11 -12 -13 -14 -15 -16 -17 17 19 -20 -21 -22 22 -24
leaf_value=-4.6150961287377028e-05 -4.7694971915440057e-05 0.0016912164119091688 -0.00064942171034506669 0.001912653738009292 5.3783453100877764e-06 0.001064742971778308 -0.00055533772338813481 0.00023611513558108091 -0.00015980178919056709 -0.0026806078341682833 0.0017038933992598376 -0.0011741833435373666 -0.00069876480034538561 -0.0018724598993746146 0.0013222282739748029 0.00069850611978941179 0.00115347087381387 0.0010467560973339775 -0.00085721841819177925 -0.0013720685097715639 0.00024846796453175074 -0.00066181776193231508 0.00017234855333203567
leaf_weight=7152.2473257780075 142.76419520378113 63.611433506011963 42.651599049568176 47.806165814399719 53.35109531879425 51.769681572914124 34.675772190093994 71.831237077713013 29.423614740371704 33.435925841331482 46.46872878074646 35.96441388130188 40.074315667152405 42.797985076904297 33.191949129104614 54.346964955329895 116.6209614276886 61.082945466041565 67.867721319198608 54.737327694892883 844.07137751579285 185.17181754112244 254.03540849685669
leaf_count=3557 93 24 26 22 34 23 22 38 22 25 21 21 28 32 15 21 44 28 37 37 368 109 133
internal_value=0 0.000162527 0.000733725 2.42711e-05 0.000906742 -0.000134457 -0.000632887 0.000132005 -0.000192448 -0.00159863 0.000812665 -0.000118223 0.000295271 -0.00117471 0.000210724 0.000105804 -1.53333e-05 0.000123854 0.000278123 -0.000162031 0.000358329 -2.96396e-05 -0.00017934
internal_weight=0 824.165 160.61 663.555 101.157 562.398 195.92 366.478 248.178 68.1117 118.3 127.808 91.844 72.2216 175.956 96.9986 8735.83 1583.59 1028.56 555.027 960.692 500.29 439.207
internal_count=4780 467 71 396 56 340 119 221 162 47 59 72 51 54 108 47 4313 756 449 307 412 270 242
is_linear=0
shrinkage=0.05


Tree=589
num_leaves=24
num_cat=0
split_feature=130 75 69 13 28 101 32 139 82 112 66 92 150 29 22 118 84 9 104 15 141 143 44
split_gain=0.00987635 0.0231793 0.025386 0.0301354 0.0406268 0.0272919 0.0226097 0.0364761 0.0595965 0.0342648 0.0347275 0.0610536 0.0261447 0.0327605 0.0203083 0.0328117 0.026791 0.0201105 0.0216156 0.0199492 0.0199403 0.0483537 0.0378409
threshold=0.00040826165059115743 0.00042089859198313212 0.0045489775948226461 0.00017767510871635753 0.0045489775948226461 0.010829726699739696 0.0070226341485977182 0.00077738583786413084 0.001792412775103003 0.0048403022810816774 0.00017767510871635753 0.00055427959887310873 0.0036604277556762104 0.0020292587578296666 0.00060774214216507982 0.00057154725072905432 0.00064626874518580746 0.0005375427135732026 0.0015833032084628942 0.0098710241727530974 0.064669914543628707 0.0021592099219560628 0.0033348383149132137
decision_type=2 2 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 -3 14 7 20 12 10 11 -8 13 -9 16 -16 -4 -13 -19 -17 -1 -22 -23
right_child=1 2 5 -5 -6 -7 9 8 -10 -11 -12 17 -14 -15 15 19 -18 18 -20 -21 21 22 -24
leaf_value=2.38407719135095e-05 0.0012017529244609275 0.00030688113762617717 2.1618848846486311e-05 4.7557911688938873e-05 0.0017838229795078759 -0.0013246978447816844 -0.0020376098961533261 0.00030258515469373446 -0.002180843411025341 0.00075385273011964742 -0.0020808039006878906 0.00082164601618743354 0.00084861957810951566 -0.0015061151480032196 -0.00051906425107842895 0.00028369956001178114 -0.0013439222461929497 -0.0011008553619402288 0.00045174100447685809 0.0017426533446172204 0.0010407512525361035 -0.0021060497462724423 -0.00026202800243677363
leaf_weight=7795.4103761911392 48.997216820716858 156.74407243728638 95.807512998580933 504.23372447490692 66.237512230873108 50.725016593933105 45.472859144210815 49.387579560279846 49.387579560279846 47.854961156845093 38.785673975944519 54.444555640220642 43.940240740776062 50.773811936378479 69.351544380187988 54.639737010002136 57.460997104644775 49.289988875389099 41.118980646133423 41.021389961242676 35.818027853965759 49.387579560279846 63.70902419090271
leaf_count=3763 17 74 52 324 24 34 34 33 33 24 29 25 25 36 44 33 41 29 17 13 15 33 28
internal_value=0 0.000137758 9.02011e-05 0.000261598 0.000745612 -0.000247578 -1.87483e-05 -3.62816e-06 -0.000681926 -0.000463007 -0.000717174 -0.000439287 -0.000168206 -0.000614281 -7.59154e-05 0.000309003 -0.000490328 6.2464e-05 -0.000394718 0.000909328 1.28922e-05 -0.000560244 -0.00106728
internal_weight=0 1145.22 1096.22 727.215 222.982 369.006 8414.78 8137.81 193.489 276.967 229.112 190.326 144.102 100.161 318.281 165.013 153.269 144.854 90.409 95.6611 7944.33 148.915 113.097
internal_count=4780 656 639 422 98 217 4124 3966 127 158 134 105 94 69 183 90 93 71 46 46 3839 76 61
is_linear=0
shrinkage=0.05


Tree=590
num_leaves=24
num_cat=0
split_feature=125 50 34 122 47 52 62 106 145 27 93 43 133 80 127 100 149 123 150 51 100 124 73
split_gain=0.00991988 0.0237811 0.0220538 0.0383251 0.0302481 0.0420732 0.0284042 0.0273253 0.0290223 0.0159169 0.0801508 0.0655817 0.0752289 0.0512237 0.0488994 0.0413125 0.0409568 0.0375594 0.0297688 0.0292454 0.0261796 0.0574807 0.0473528
threshold=0.027182282879948619 0.021960759535431865 0.00077738583786413084 0.00090704852482303988 0.0027679565828293566 0.0037758676335215573 0.0005893622583243997 0.013439828064292671 0.0014427106943912806 0.010180860292166473 0.0012745757703669371 0.00017767510871635753 0.0054799309000372895 0.0012357163941487672 0.00039601318712811922 0.0018488886416889729 0.0035485138650983576 0.00038414125447161501 0.0019672545604407792 0.0026012937305495147 0.0021592099219560628 0.00040826165059115743 0.0017376682371832433
decision_type=2 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 4 5 -4 7 8 -6 -1 11 18 17 -12 19 -14 -16 -13 20 -15 21 -11 -23
right_child=1 -3 3 -5 6 -7 -8 -9 -10 10 13 12 15 14 16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=7.4420340706005305e-06 -0.00067555594939072044 0.0009637034858350921 0.00027713346139446906 -0.0013028707311666921 -0.0018343449402455723 0.0017769094720156053 0.0011545536625996139 0.00059054342742506541 -0.00021161251999360161 -0.0020703948614931816 -0.00067972667403415343 -0.0039833842062702834 -0.0016200643856928985 0.0025927113061676938 -0.00095903586629523217 0.00013665373014353708 0.0011878693878346423 -0.0015115669207007502 -0.0010860986422725825 0.00089381148355390883 0.0011374578531055692 0.0015709236775558123 -0.00024891612774601956
leaf_weight=8112.0413857698441 84.112147092819214 86.006295680999756 145.04870653152466 38.736878633499146 41.362957358360291 69.009976983070374 38.492901921272278 54.444555640220642 82.530733346939087 33.338335156440735 67.965312004089355 30.761051774024963 59.989485144615173 46.371138095855713 46.712705492973328 75.69716215133667 42.358826994895935 30.71225643157959 69.400339722633362 55.830788016319275 47.708575129508972 46.46872878074646 154.89871919155121
leaf_count=3986 57 27 79 27 27 30 17 25 46 21 41 23 37 17 31 35 14 21 46 28 18 21 106
internal_value=0 0.000190186 7.00443e-05 0.000203584 0.000339014 0.000760643 -7.72236e-05 -0.000343093 -0.000753375 -1.36398e-05 -0.000225239 -0.000567403 -0.00129742 0.000499342 0.000918302 -0.000640023 6.19456e-05 -0.00274846 -0.000158295 0.00166464 6.97026e-05 -0.00014734 0.000171041
internal_weight=0 639.745 553.739 469.627 430.89 214.059 216.831 178.338 123.894 8920.25 808.213 548.975 197.16 259.239 191.273 135.687 89.0715 61.4733 351.815 102.202 282.414 234.706 201.367
internal_count=4780 335 308 251 224 109 115 98 73 4445 459 328 116 131 90 72 45 44 212 45 166 148 127
is_linear=0
shrinkage=0.05


Tree=591
num_leaves=24
num_cat=0
split_feature=41 103 138 16 37 138 146 21 102 71 67 81 56 56 105 115 139 149 126 123 98 43 103
split_gain=0.0098794 0.0370275 0.0354595 0.0342108 0.0391037 0.0365656 0.0323128 0.0304606 0.0292958 0.0332488 0.0320689 0.0362382 0.0291914 0.0304093 0.0515628 0.0415139 0.0296081 0.0569303 0.0293618 0.0248841 0.0325386 0.0248579 0.0212024
threshold=0.0003614811430452392 0.00080172589514404546 0.0037758676335215573 0.00070876078098081063 0.0020932231564074759 0.0079489401541650313 0.0063990866765379914 0.0026012937305495147 0.0012357163941487672 0.001792412775103003 0.00044738779251929378 0.0072436286136507997 0.0014427106943912806 0.00096484774257987748 0.0041444667149335155 0.0020292587578296666 0.00077738583786413084 0.0070226341485977182 0.00075379351619631063 0.0031340263085439806 0.0051502294372767219 0.0011261500185355546 0.00080172589514404546
decision_type=2 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 5 -4 7 -3 9 -2 11 -10 13 16 18 -16 22 -18 -15 20 -12 -14 -1
right_child=1 6 3 -5 -6 -7 -8 -9 10 -11 19 -13 21 14 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=2.0523027901274234e-05 0.00019220190599660318 0.0020496380951039264 0.0022473148290696131 -9.2885412127557154e-05 -0.00027642724101726711 0.00047830694295161687 0.00013291044695925918 0.00054025544899139919 -5.1646363377002126e-05 -0.0014267204757670284 -0.00021699372710159973 0.0018421722737790643 -0.00034296706485153605 0.00044612509646449022 0.0024422926822140929 0.00037180766659791981 0.00022505226835509013 -0.0026035525989688106 -0.0014610626415746627 0.00051554217218492758 -0.0015115700021208055 -0.0021052790183322622 -0.00020146904527239393
leaf_weight=6671.1891889572144 48.001347184181213 58.310480713844299 61.034150123596191 179.118971824646 49.43637490272522 56.025969386100769 157.03684449195862 78.323240876197815 62.469177842140198 93.474206328392029 233.46593677997589 42.407622337341309 62.761949896812439 54.493350982666016 48.997216820716858 47.854961156845093 39.976724982261658 32.049693465232849 32.049693465232849 78.518422245979309 61.278126835823059 29.374819397926331 1282.3514920473099
leaf_count=3268 30 22 26 130 35 36 86 35 31 64 151 16 43 27 17 24 24 22 22 43 36 20 572
internal_value=0 0.00013052 -1.9052e-05 0.000386723 0.000902692 0.00140065 0.000622132 0.00118441 -0.00024539 -0.000877435 -5.83751e-05 0.000714132 -1.9794e-05 -9.86053e-06 0.000626748 0.00141926 -2.44079e-05 -0.0010336 -0.000260168 -0.000275429 -0.00048614 -0.000904823 -1.52688e-05
internal_weight=0 1258.9 965.23 345.615 166.496 117.06 293.671 136.634 619.615 141.476 478.139 104.877 8301.1 8208.96 183.395 96.8522 8025.57 72.0264 86.543 373.262 294.744 92.1368 7953.54
internal_count=4780 741 598 227 97 62 143 57 371 94 277 47 4039 3976 90 41 3886 46 49 230 187 63 3840
is_linear=0
shrinkage=0.05


Tree=592
num_leaves=24
num_cat=0
split_feature=115 65 25 95 71 117 124 17 44 98 53 147 109 71 33 65 106 97 136 85 42 106 52
split_gain=0.00934023 0.0307701 0.0307412 0.0610394 0.145995 0.124895 0.0757518 0.0799602 0.0638488 0.0577024 0.0560939 0.0499649 0.0564264 0.0560158 0.0583082 0.0618608 0.05745 0.0600111 0.0451181 0.0503333 0.0428832 0.0926574 0.0423654
threshold=0.0063990866765379914 0.021960759535431865 0.0012745757703669371 0.0016846025246195497 0.072653736919164671 0.0042751494329422721 0.000490355829242617 0.0016331639490090313 0.001792412775103003 0.00066645268816500913 0.011169348377734424 0.00085274505545385193 0.0021592099219560628 0.072653736919164671 0.0015349716995842757 0.0084566329605877417 0.0022272822679951791 0.00043393640953581786 0.0017376682371832433 0.0016331639490090313 0.001792412775103003 0.0063990866765379914 0.0017376682371832433
decision_type=2 2 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 22 -6 7 8 9 -5 11 12 -8 14 15 -13 17 -16 19 -12 -18 -22 -4
right_child=1 -3 3 6 5 -7 10 -9 -10 -11 18 13 -14 -15 16 -17 20 -19 -20 -21 21 -23 -24
leaf_value=5.4776266646320772e-05 0.00012129448514510437 -0.00072582470686685912 -0.00076619317185799059 0.003087812992423822 -0.00025846971581845751 -0.0037750315943191901 -0.00032532015436587689 -0.00045135426875326341 0.00037673413394677017 0.0010295381881212299 0.0002197022547419712 -0.0014733274988396943 -0.0027395744318236452 0.0011271024665505302 -5.784398689717977e-05 0.00057747175380069642 0.00054074286107647519 0.0019989005232981028 -0.00097615152795678243 0.0017856575700692921 -0.0025290598762962367 -0.00012643011806615927 -7.6206468289664433e-05
leaf_weight=4279.8096239566803 2382.2614824771881 112.24712014198303 301.04088604450226 54.249374270439148 45.131291747093201 57.314611077308655 51.867272257804871 128.9018714427948 173.78918647766113 91.45363450050354 166.05733633041382 174.81388866901398 45.375268459320068 67.47735857963562 90.408969521522522 46.566319465637207 73.119878768920898 58.359276056289673 47.95255184173584 74.262134432792664 58.798434138298035 126.3733834028244 852.36880898475647
leaf_count=1855 1416 80 176 17 20 35 27 63 73 35 79 115 30 21 46 25 37 24 28 30 42 67 439
internal_value=0 8.31761e-05 -2.93657e-05 -0.000158638 -0.00041696 -0.00222585 5.34215e-05 0.000599827 0.00102394 0.00179589 -0.000173135 -0.000390229 -0.00145186 -0.000241885 -0.000388877 -0.00104195 -3.3701e-05 0.000748982 0.000424186 0.000703605 -0.000484503 -0.000889348 -0.000256294
internal_weight=0 2494.51 7065.49 2785.68 1255.86 102.446 1529.83 448.394 319.492 145.703 1081.43 793.16 97.2425 695.918 628.44 221.38 407.06 148.768 288.272 240.319 258.292 185.172 1153.41
internal_count=4780 1496 3284 1429 670 55 759 188 125 52 571 434 57 377 356 140 216 70 137 109 146 109 615
is_linear=0
shrinkage=0.05


Tree=593
num_leaves=24
num_cat=0
split_feature=127 39 91 101 141 73 23 98 124 71 51 143 81 58 42 5 86 1 134 54 114 106 60
split_gain=0.00932063 0.0378752 0.0485772 0.0466638 0.0145419 0.0525556 0.0531924 0.0838118 0.0472409 0.0464966 0.0332371 0.0327133 0.0549241 0.0563064 0.0342187 0.0326094 0.0317109 0.0272161 0.0393049 0.0408566 0.023335 0.0227267 0.0221995
threshold=0.062805486842989935 0.0016846025246195497 0.0031340263085439806 0.00064626874518580746 0.010829726699739696 0.0063990866765379914 0.0019672545604407792 0.034632634371519096 0.00747153488919139 0.0092791137285530585 0.00017767510871635753 0.013032016810029747 0.0053125319536775359 0.0045489775948226461 0.004017772153019906 0.00066645268816500913 0.00037263428384903824 0.0027679565828293566 0.00017767510871635753 0.00046126570669002836 0.0028552538715302949 0.0063990866765379914 0.00062670491752214741
decision_type=2 2 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 -1 6 9 8 11 -6 -7 12 13 14 -8 -15 22 18 19 -14 -12 -19 -13
right_child=1 2 -4 -5 5 10 7 -9 -10 -11 20 16 17 15 -16 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=1.5289559941778032e-05 0.00059843614381077854 0.0020188943250508645 -0.00021432425821843579 -0.0010847137545807631 -0.00049453305062373276 0.0014068052199342612 -0.001330130970960098 -0.0020460699294881845 -0.001977545788933869 0.0013452454433015577 -0.0010107611201686684 0.00024253941165794401 1.4904421275589945e-05 -0.0012825123400153791 0.0007853208684575775 -0.0035623706542080992 -0.0003588671945349942 0.00089453686123338769 0.00055295146964742369 -0.0018966464458237714 0.00037008341440630696 -0.00055509040207129949 0.0017603460370655543
leaf_weight=8133.2252341508865 90.164992809295654 56.924248337745667 42.554008364677429 75.794752836227417 61.278126835823059 66.335102915763855 42.749189734458923 80.998114943504333 41.460548043251038 78.128059506416321 37.350646257400513 51.867272257804871 50.432244539260864 32.000898122787476 34.578181505203247 30.761051774024963 89.266713857650757 90.311378836631775 58.359276056289673 62.713154554367065 169.1713684797287 38.590492606163025 44.98490571975708
leaf_count=4047 36 19 22 39 36 28 30 37 31 27 24 27 22 20 18 23 53 42 24 41 99 21 14
internal_value=0 0.000292144 0.00106359 -0.000170268 -8.34317e-06 -0.000173851 -0.00036025 -0.000527148 -0.000342992 0.000536543 0.000433104 -0.00023484 -0.000469672 -0.00128726 -0.000384173 -0.00239992 0.000320945 -8.84053e-05 -0.000500996 -0.00104461 0.00012035 0.000460549 0.000947515
internal_weight=0 265.438 99.4783 165.96 9294.56 1161.34 888.48 749.073 668.075 139.406 272.857 626.615 440.496 140.089 77.3274 62.7619 186.119 300.407 171.505 113.145 206.522 128.902 96.8522
internal_count=4780 116 41 75 4664 617 466 403 366 63 151 335 241 91 48 43 94 150 87 63 123 63 41
is_linear=0
shrinkage=0.05


Tree=594
num_leaves=24
num_cat=0
split_feature=125 50 71 0 125 147 52 129 43 29 63 149 28 53 73 8 36 42 36 24 125 24 125
split_gain=0.00914596 0.0210895 0.042159 0.0246534 0.0262291 0.0239327 0.0235192 0.038906 0.0227072 0.0173763 0.0245183 0.0171625 0.0152257 0.0531913 0.0485349 0.0363731 0.0253832 0.0220039 0.0174556 0.0716277 0.0980925 0.0795833 0.0760735
threshold=0.027182282879948619 0.021960759535431865 0.025578102096915249 0.0030382014811038975 0.04273676127195359 0.0022975050378590827 0.0046923852059990176 0.00077738583786413084 0.0012745757703669371 0.00082683752407319855 0.0060143163427710542 0.00085274505545385193 0.020658296532928947 0.0081988852471113222 0.027182282879948619 0.0035485138650983576 0.00096484774257987748 0.00060774214216507982 0.00042089859198313212 0.0035485138650983576 0.0066005610860884198 0.0020292587578296666 0.0056525857653468856
decision_type=2 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 -2 -6 8 -8 9 -5 11 -11 18 14 15 17 -17 -14 19 21 -21 -1 -23
right_child=1 -3 -4 6 5 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 -24
leaf_value=-7.539189727845432e-05 0.00039462930727656272 0.0009110459612510155 -0.001492480861453256 0.00075073070913075175 -0.0018710241009102738 -0.00018431355705244469 0.00020166085609262969 0.0023581119791817062 0.0011375280525646361 -0.0002944770006365336 0.00070196980123124995 -0.0016405980796528339 -0.0013595061053182167 0.00098017095317273284 0.00066854820656292707 0.0005466348929232199 -0.0013030406938160368 -0.0031578815624739571 7.8505492707856863e-05 -0.00019461807027807077 -0.0014343083128484108 0.0002707315872697263 0.0015032031807230171
leaf_weight=2272.9354363679886 67.770130634307861 86.006295680999756 40.074315667152405 54.542146325111389 37.399441599845886 48.050142526626587 47.854961156845093 37.155464887619019 51.672090888023376 90.65294623374939 46.517524123191833 32.049693465232849 46.712705492973328 54.346964955329895 43.891445398330688 34.529386162757874 40.074315667152405 26.748740673065186 3785.9493446350098 1584.3882477283478 177.43996739387512 700.79926609992981 152.43898928165436
leaf_count=1079 33 27 28 29 26 32 24 16 19 56 23 22 31 21 23 16 28 20 2010 735 115 308 59
internal_value=0 0.000182617 6.94778e-05 0.000191336 -0.000339953 -0.00092255 0.000417179 0.00114418 0.000192797 -2.5364e-05 -0.000275511 -0.000646081 -1.3097e-05 -0.00040075 -0.000791718 -0.00122459 -0.000446942 -0.00201433 -2.08925e-06 -6.4513e-05 -0.000319472 7.91749e-05 0.000490924
internal_weight=0 639.745 553.739 513.665 153.22 85.4496 360.445 85.0104 275.434 223.762 169.22 122.703 8920.25 246.304 191.957 148.065 74.6037 73.4614 8673.95 4888 1761.83 3126.17 853.238
internal_count=4780 335 308 280 91 58 189 40 149 130 101 78 4445 139 118 95 44 51 4306 2296 850 1446 367
is_linear=0
shrinkage=0.05


Tree=595
num_leaves=24
num_cat=0
split_feature=110 108 112 116 4 91 121 50 136 37 45 24 72 4 93 10 0 79 136 97 33 72 11
split_gain=0.0091525 0.0337213 0.0440751 0.0376616 0.0412933 0.0235359 0.0321463 0.0278957 0.0144422 0.0273797 0.0337319 0.0248659 0.0266037 0.0239388 0.019309 0.0477596 0.0530545 0.0589747 0.0545233 0.0492709 0.0570178 0.0708383 0.0695974
threshold=0.024066280573606495 0.007706565549597145 0.0011615398107096555 0.0026833302108570938 0.0012745757703669371 0.000490355829242617 0.0011261500185355546 0.010500331409275534 0.0044099434744566688 0.0037758676335215573 0.011880517937242987 0.0063990866765379914 0.0014881226234138014 0.0021592099219560628 0.000490355829242617 0.0035485138650983576 0.00068727668258361529 0.0049928687512874612 0.0003614811430452392 0.0016846025246195497 0.00093549740267917525 0.0014881226234138014 0.004017772153019906
decision_type=2 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 5 -5 6 -3 -7 14 10 11 -10 -13 -14 15 -1 18 19 -17 20 22 -22 -18
right_child=1 3 -4 4 -6 7 -8 -9 9 -11 -12 12 13 -15 -16 16 17 -19 -20 -21 21 -23 -24
leaf_value=-0.00011784934427307766 -8.2938757572104452e-05 0.00094667734072748056 0.0017151775227715136 0.0013368176451177773 -0.0005578795523838065 -0.0016379504800939422 -0.0007918234880889424 -1.5995499962917026e-05 0.001616050975084873 -0.00072180291521557001 -0.00058603173022852759 0.0012865825581565601 0.0005512813211789074 -0.00088999771000217447 -8.206664313196657e-05 -0.00081007753273288307 0.001404168970195677 -0.00012267017862422136 0.00098411114170859882 -0.00022720556321177067 -0.00036152217137192866 0.00094650749648074115 -0.00057668158316692816
leaf_weight=1656.6675126552582 63.904205560684204 53.155913949012756 73.022288084030151 78.372036218643188 45.424063801765442 64.148182272911072 53.20470929145813 45.180087089538574 60.838968753814697 55.830788016319275 59.696713089942932 63.465047478675842 79.514291882514954 45.180087089538574 5425.6227618455887 191.71261668205261 362.19258964061737 407.93825805187225 54.346964955329895 154.50835645198822 195.23697435855865 220.30671060085297 50.529835224151611
leaf_count=899 36 26 33 37 32 46 28 22 18 28 25 18 30 22 2643 108 153 252 21 90 91 96 26
internal_value=0 0.000213623 0.000875989 -5.35326e-05 0.000641603 -0.00045251 7.70281e-05 -0.000967675 -1.1204e-05 0.000297135 0.000481421 0.00073734 0.00045322 2.90676e-05 -2.4095e-05 7.14076e-05 0.000262965 0.000382705 -0.000413797 0.00059248 0.000745388 0.000331949 0.00116165
internal_weight=0 476.411 136.926 339.485 123.796 215.689 106.361 109.328 9083.59 364.526 308.695 248.998 188.159 124.694 8719.06 3293.44 1636.77 1390.71 246.06 982.774 828.266 415.544 412.722
internal_count=4780 260 69 191 69 122 54 68 4520 141 113 88 70 52 4379 1736 837 708 129 456 366 187 179
is_linear=0
shrinkage=0.05


Tree=596
num_leaves=24
num_cat=0
split_feature=140 118 51 34 147 125 143 91 96 21 115 143 24 103 47 80 125 49 108 25 3 98 140
split_gain=0.00912341 0.051021 0.0519205 0.0574512 0.0349862 0.0343447 0.0388899 0.0198096 0.0286476 0.0196815 0.0144026 0.0233051 0.0357829 0.0422551 0.0330768 0.0572541 0.0818485 0.0870095 0.119291 0.163205 0.0923866 0.139468 0.163802
threshold=0.076978169381618514 0.00037263428384903824 0.00080172589514404546 0.0021592099219560628 0.0013146653072908523 0.00090704852482303988 0.0025217677466571335 0.00066645268816500913 0.0023699469165876512 0.0026012937305495147 0.0063990866765379914 0.016668972559273246 0.0054799309000372895 0.0012357163941487672 0.0066005610860884198 0.0084566329605877417 0.0036604277556762104 0.0012745757703669371 0.0068083447404205808 0.00017767510871635753 0.00017767510871635753 0.0032328735105693345 0.0019672545604407792
decision_type=2 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 -5 6 -2 9 -9 -8 11 14 -13 -14 15 16 17 18 19 -1 21 -21 -23
right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24
leaf_value=-4.8604134897585863e-05 -0.00084043040984076471 0.00065734599316754413 -0.0027602265086565476 -0.0012617569339975607 0.00063060951787095236 0.0019505505694950008 0.00042157581154012627 -0.00052055755721510701 0.00095531482586498325 0.0017022849757067271 9.1512052503296484e-05 0.00040864730602869538 -0.00044927093314731966 0.001193358101948608 -0.00022972394978234003 0.00058899010946168338 0.00030270509611631511 0.00099288544281366724 0.00025195780194290409 -0.00064246266560638327 -0.00060309751483354703 -0.0002889833152893712 -0.0038420887833296585
leaf_weight=578.0478310585022 53.155913949012756 71.684851050376892 34.724567532539368 53.302299976348877 45.082496404647827 39.781543612480164 55.781992673873901 65.241642594337463 66.286307573318481 64.900075197219849 2445.2674090862274 607.5002783536911 295.44716119766235 45.131291747093201 2402.0036566257477 383.34760546684265 996.39281332492828 128.80428075790405 549.25855576992035 129.14584815502167 288.71118068695068 45.033701062202454 115.96665918827057
leaf_count=228 26 32 24 32 18 16 26 37 26 23 1469 305 162 20 1095 159 476 59 232 73 155 16 71
internal_value=0 0.000197708 -0.000427507 -0.00101175 -0.000394625 0.000568682 0.000388659 0.000647702 0.00022324 0.00111031 -1.20674e-05 -5.06489e-05 0.000178651 -0.0002316 -8.93538e-05 1.55295e-05 -6.21133e-05 -0.000260211 -0.000354811 -0.000642884 -0.00123633 -0.00186644 -0.00284824
internal_weight=0 549.942 204.794 133.109 98.3848 345.147 305.366 252.21 131.528 120.682 9010.06 6564.79 948.079 340.578 5616.71 3214.71 2831.36 1834.97 1706.16 1156.91 578.857 290.146 161
internal_count=4780 260 106 74 50 154 138 112 63 49 4520 3051 487 182 2564 1469 1310 834 775 543 315 160 87
is_linear=0
shrinkage=0.05


Tree=597
num_leaves=24
num_cat=0
split_feature=82 44 91 8 99 29 105 125 0 109 131 32 70 61 23 61 101 100 17 95 68 50 46
split_gain=0.00987495 0.0377787 0.0508175 0.0484747 0.0612825 0.0567118 0.0687566 0.0579029 0.055103 0.0743283 0.0485156 0.0485054 0.0598387 0.0388983 0.0513988 0.0371636 0.0392842 0.0595948 0.0592816 0.0323754 0.0287006 0.0264879 0.0442876
threshold=0.0070226341485977182 0.00057154725072905432 0.0020292587578296666 0.0035485138650983576 0.0019672545604407792 0.0032328735105693345 0.00085274505545385193 0.0056525857653468856 0.00017767510871635753 0.0066005610860884198 0.0053125319536775359 0.00087947337306104611 0.0041444667149335155 0.00075379351619631063 0.0063990866765379914 0.0042751494329422721 0.00096484774257987748 0.00244467705488205 0.0018488886416889729 0.0014881226234138014 0.0031340263085439806 0.0053125319536775359 0.00017767510871635753
decision_type=2 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 20 4 8 7 -7 10 -3 13 -5 12 -6 -10 -15 16 -8 -18 -19 -17 -2 22 -1
right_child=1 3 -4 5 11 6 15 -9 9 -11 -12 -13 -14 14 -16 19 17 18 -20 -21 -22 -23 -24
leaf_value=-0.00028063348203182209 -0.0019307491371781419 0.0012871058404830041 0.00043771409670900757 0.00039543093529062143 0.0013365714102634841 -0.0018516226504517127 0.00039581664938385545 0.0014446137581059797 0.00032695761699517393 0.00048787364158526007 -0.0014641607246580696 0.0019693855873512724 -0.00057701351560224777 -0.00051240160346665924 -0.0027240851242104698 0.0011880681296838813 0.00056825574097070139 -0.0029962655675598842 -0.00071578000243290984 -0.00019640751277802618 -0.00032157151913048896 -0.00011841811783762978 0.00014310938852424521
leaf_weight=756.24856114387512 63.611433506011963 81.945189237594604 76.839417815208435 155.0650680065155 103.19779574871063 70.44500470161438 74.164543747901917 100.66930770874023 39.635157585144043 192.0741468667984 45.326473116874695 99.136689305305481 67.623744606971741 58.310480713844299 47.806165814399719 74.115748405456543 45.033701062202454 45.228882431983948 77.034599184989929 98.140819668769836 49.094807505607605 3799.5499521493912 3339.7022730112076
leaf_count=428 24 22 28 59 32 35 26 36 10 69 28 27 27 22 22 24 16 24 36 40 21 1814 1910
internal_value=0 0.000110677 -0.000553806 0.000196069 0.00050191 -7.25772e-05 -0.000407652 0.000466286 0.000123955 -0.000158187 -2.51893e-05 0.00108961 0.000579034 -0.00100958 -0.00150878 -0.000161783 -0.000562041 -0.000986669 -0.0015594 0.000399282 -0.00122979 -2.33325e-05 6.48724e-05
internal_weight=0 1664.5 189.546 1474.95 689.729 785.224 484.163 301.061 419.771 337.826 200.392 269.958 170.822 145.752 106.117 413.718 241.462 167.297 122.263 172.257 112.706 7895.5 4095.95
internal_count=4780 628 73 555 231 324 201 123 145 123 87 86 59 54 44 166 102 76 60 64 45 4152 2338
is_linear=0
shrinkage=0.05


Tree=598
num_leaves=24
num_cat=0
split_feature=134 50 1 34 28 4 56 23 92 70 113 5 63 96 108 87 22 108 82 22 148 106 77
split_gain=0.00942662 0.039729 0.0240404 0.0447626 0.0391237 0.0342764 0.0306972 0.0490623 0.056823 0.0417316 0.0460315 0.0409339 0.0301437 0.0672595 0.0499561 0.0708168 0.0787983 0.0686418 0.0856732 0.075444 0.0676332 0.12301 0.0682189
threshold=0.00017767510871635753 0.12767273932695392 0.036783467978239066 0.0025217677466571335 0.00096484774257987748 0.0005375427135732026 0.00087947337306104611 0.0049928687512874612 0.0020932231564074759 0.00082683752407319855 0.0019071503775194289 0.000490355829242617 0.0016846025246195497 0.0042751494329422721 0.007706565549597145 0.0011615398107096555 0.00057154725072905432 0.011169348377734424 0.001792412775103003 0.00017767510871635753 0.0070226341485977182 0.0084566329605877417 0.00044738779251929378
decision_type=2 2 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 5 -4 12 -8 11 -10 -11 -9 13 14 -1 16 20 -17 19 -19 -16 -22 -23
right_child=1 -3 3 -5 -6 -7 7 8 9 10 -12 -13 -14 -15 15 17 -18 18 -20 -21 21 22 -24
leaf_value=-0.00014796385436073784 4.9446407318784137e-05 0.0011281075476014715 -0.00092047410968022325 5.8483233067479123e-05 -0.0001270191685844928 -0.0031250318088616338 -0.00011474232451410228 0.00064075149281825946 0.00027026475439583686 0.0026299124013507875 0.00076885542083569706 -0.0013241488011956734 -0.00016554258801628898 0.00062262182878181354 0.00038185373344200817 0.00062551108202140067 -0.00072930707674794286 -0.0018751963370308704 -0.0019893046895852595 0.00048310220383865701 0.0027159644870511897 0.0017248317274232974 -0.00075458671330139247
leaf_weight=2526.1013984680176 1651.0937505960464 90.018606781959534 37.301850914955139 165.95974564552307 49.241193532943726 33.435925841331482 312.37472176551819 66.579079627990723 69.253953695297241 72.924697399139404 61.034150123596191 44.037831425666809 2740.2288401126862 453.74381482601166 455.47161459922791 136.78010761737823 107.84444630146027 45.375268459320068 91.941587924957275 134.25161957740784 102.05554008483887 48.997216820716858 63.953000903129578
leaf_count=1284 832 30 22 75 27 25 210 38 40 29 26 29 1342 192 209 63 61 30 55 67 39 17 38
internal_value=0 0.000105215 -2.34293e-05 -0.000473432 -0.0012092 -0.00196251 -6.34796e-06 0.000328861 0.000770408 0.00126679 0.00178198 -0.000141497 -3.67399e-05 4.79709e-05 -2.22582e-05 0.000245335 0.00052511 -0.000287922 -0.000747989 -0.000112624 0.00072688 0.00145779 0.000320972
internal_weight=0 1741.11 7818.89 285.939 119.979 70.7378 7532.95 626.204 313.83 203.213 133.959 110.617 6906.74 4166.52 3712.77 1186.67 778.322 408.349 271.568 179.627 670.477 215.006 112.95
internal_count=4780 862 3918 149 74 47 3769 372 162 95 55 67 3397 2055 1863 579 364 215 152 97 303 94 55
is_linear=0
shrinkage=0.05


Tree=599
num_leaves=24
num_cat=0
split_feature=69 146 148 60 34 117 17 146 102 57 100 146 20 79 60 137 1 131 75 79 31 95 24
split_gain=0.00982479 0.0619236 0.119153 0.0423259 0.042225 0.0442636 0.0413439 0.0943389 0.0624737 0.0331006 0.0556643 0.0317069 0.0500481 0.0297798 0.0534889 0.0575295 0.051495 0.0294461 0.0277194 0.0270613 0.0269632 0.023095 0.021497
threshold=0.00747153488919139 0.0056525857653468856 0.0034400182776153092 0.0070226341485977182 0.0030382014811038975 0.00747153488919139 0.19438949227333072 0.0051502294372767219 0.0025217677466571335 0.00055427959887310873 0.0044099434744566688 0.0015349716995842757 0.00080172589514404546 0.0044099434744566688 0.0025217677466571335 0.00017767510871635753 0.00093549740267917525 0.0063990866765379914 0.0048403022810816774 0.0022975050378590827 0.0016846025246195497 0.0014881226234138014 0.0044099434744566688
decision_type=2 2 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 4 5 -2 22 8 -8 10 -6 -5 -13 14 15 -4 -16 -11 -15 -18 -14 -12 -1
right_child=1 2 13 11 9 -7 7 -9 -10 17 21 12 20 18 16 -17 19 -19 -20 -21 -22 -23 -24
leaf_value=4.9236493494200549e-05 0.00047177501505578942 -0.0027052171725307837 0.00069667719102859446 0.00079079412645081568 -0.0014352794689211144 0.0022653945677960138 -0.0032266746001521104 0.0010059406409982092 -0.00015960680452956465 0.0018005164256321635 -0.00029533675722154414 -0.002037163989677496 0.00095099967423856342 0.0010399763488095277 0.00019894131333176367 -0.0011528374547730585 -0.0031907995825756134 0.00030153427534909032 -8.1547940487301804e-05 -0.0011137843287634438 -0.00083009996482171508 0.0010905343962983049 -0.00012343550336566794
leaf_weight=5596.0916417837143 62.371587157249451 45.326473116874695 133.9588475227356 59.599122405052185 50.725016593933105 76.693031787872314 44.037831425666809 38.492901921272278 26.651149988174438 62.176405787467957 50.529835224151611 41.265366673469543 43.696264028549194 96.754587292671204 35.866823196411133 61.278126835823059 32.098488807678223 69.253953695297241 127.95479714870453 30.663461089134216 41.362957358360291 74.21333909034729 2658.9379531145096
leaf_count=2849 27 28 55 21 34 22 29 17 16 19 26 23 15 37 17 36 24 40 78 19 27 28 1293
internal_value=0 0.000134057 -0.000246824 0.000473958 0.000738181 0.00146094 -1.91654e-05 -0.000985767 -0.00207033 0.000410678 -3.87289e-05 -0.000159818 -0.000608311 -3.19463e-05 -0.000363277 0.000116179 -0.00131236 0.00101067 0.000401354 -0.00217604 8.4879e-05 0.000529158 -6.38101e-06
internal_weight=0 1195.79 563.902 631.887 445.963 139.065 8364.21 109.182 70.689 306.899 175.468 185.924 126.325 518.575 293.866 195.237 98.6288 131.43 224.709 62.7619 85.0592 124.743 8255.03
internal_count=4780 576 294 282 196 49 4204 62 45 147 88 86 65 266 151 91 60 59 115 43 42 54 4142
is_linear=0
shrinkage=0.05


Tree=600
num_leaves=24
num_cat=0
split_feature=40 40 59 1 25 71 27 147 71 50 148 146 51 47 4 96 106 117 58 110 147 101 24
split_gain=0.00920741 0.0532923 0.0717018 0.0690375 0.0950144 0.0555864 0.0725733 0.0735656 0.0940198 0.0512306 0.0455516 0.0425874 0.0746339 0.0544048 0.0970903 0.0443061 0.0423761 0.0580672 0.0547469 0.0733448 0.0598036 0.0807086 0.0538574
threshold=0.00017767510871635753 0.00060774214216507982 0.0019672545604407792 0.00039601318712811922 0.0032328735105693345 0.0027679565828293566 0.0020292587578296666 0.00017767510871635753 0.030689206905663017 0.26590165495872503 0.0051502294372767219 0.0028552538715302949 0.0030382014811038975 0.0056525857653468856 0.00017767510871635753 0.00093549740267917525 0.013439828064292671 0.0095705352723598498 0.0053125319536775359 0.0048403022810816774 0.00017767510871635753 0.00017767510871635753 0.004017772153019906
decision_type=2 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 -4 -2 7 -7 -9 11 -5 12 16 -13 -15 -14 17 18 19 -1 21 -20 -18
right_child=1 -3 3 10 -6 6 -8 8 -10 -11 -12 13 15 14 -16 -17 22 -19 20 -21 -22 -23 -24
leaf_value=-0.00026686900781991169 -1.8777273132612607e-05 1.5168084760274076e-05 -0.002147248204544934 0.00096140012225866321 0.00086554878940327566 -0.0010565265356453095 0.00013468006817118634 -0.0017719965178472049 -0.0056252459468883126 0.0013597304188499391 -0.00073924680525572445 -0.00011760146733092346 -0.0029804788429721755 0.0023227905321415395 0.00017462427467225587 -0.00040031281070254112 0.00073886930452245431 -0.0014257021939757498 0.0019358838030401474 -0.0028127578524151822 -0.00085619513409494394 -1.0624783892994162e-05 -0.0010026439329867156
leaf_weight=241.14899158477783 86.640635132789612 7413.4867054224014 67.965312004089355 162.99209952354431 42.554008364677429 75.69716215133667 47.854961156845093 38.785673975944519 26.748740673065186 78.079264163970947 51.916067600250244 207.17631697654724 34.773362874984741 86.055091023445129 135.29628455638885 31.903307437896729 269.3527227640152 90.311378836631775 93.933327198028564 32.049693465232849 69.156363010406494 122.96657919883728 53.155913949012756
leaf_count=143 53 3770 41 61 22 35 24 29 20 25 29 96 26 29 56 16 115 42 29 22 36 35 26
internal_value=0 -2.15468e-05 -0.000474317 2.83197e-05 -0.00098721 -0.00106756 -0.00154811 -0.00211831 -0.00334475 0.000111747 0.000550569 4.53376e-05 -0.000127679 0.00046473 0.00100977 -0.00174593 -1.668e-05 -0.000249296 -5.93237e-05 -0.000565534 0.000424134 0.000832354 0.000451833
internal_weight=0 8014.64 601.155 325.427 110.519 275.727 189.087 141.232 65.5344 1545.36 214.908 1467.28 1038.75 428.528 221.351 66.6767 972.075 649.566 559.255 273.199 286.056 216.9 322.509
internal_count=4780 4084 314 153 63 161 108 84 49 696 90 671 490 181 85 42 448 307 265 165 100 64 141
is_linear=0
shrinkage=0.05


Tree=601
num_leaves=24
num_cat=0
split_feature=82 44 91 150 24 29 11 71 106 8 84 34 50 54 99 20 54 1 32 44 149 96 150
split_gain=0.00911523 0.0342375 0.0451224 0.0437389 0.0732364 0.0462052 0.0458968 0.0445398 0.0571918 0.0765802 0.0672085 0.0467036 0.043564 0.0346674 0.0478182 0.0674059 0.0367943 0.061037 0.0391706 0.0282527 0.0460785 0.0459996 0.0632792
threshold=0.0070226341485977182 0.00057154725072905432 0.0020292587578296666 0.012252715881913902 0.00047558375808876013 0.0046923852059990176 0.0016846025246195497 0.037906534969806678 0.0030382014811038975 0.00244467705488205 0.00093549740267917525 0.0053125319536775359 0.015200819820165636 0.035692447796463973 0.017188700847327713 0.0030382014811038975 0.0017376682371832433 0.00062670491752214741 0.00055427959887310873 0.00057154725072905432 0.13848232477903369 0.00080172589514404546 0.0036604277556762104
decision_type=2 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 -2 4 -3 -5 -7 13 9 -9 11 -10 -12 14 15 16 17 -6 -18 21 -21 22 -1
right_child=1 3 -4 5 7 6 -8 8 10 -11 12 -13 -14 -15 -16 -17 18 -19 -20 20 -22 -23 -24
leaf_value=1.8088222575577489e-05 -0.0011632215449310314 0.0018664316238343637 0.00040807032895746968 0.00024286561782420443 0.00014802222179566721 -0.0022949035653233498 -0.00039603204616702674 0.00081310714457438239 0.0021337171542950947 -0.001514476334096146 0.00095115067145787801 0.00071651310802309958 -0.00076537999075513815 0.0011519808769296436 0.00070050278017913341 -0.0017906275217728731 -0.00088166498850408999 -0.0023305579177897427 0.00063313029806309437 -6.0346719624000819e-05 -0.0014126684148182982 0.00040752326740403671 -0.0015948698324081305
leaf_weight=885.54079532623291 112.70624101161957 72.778311371803284 76.839417815208435 168.09787094593048 56.97304368019104 45.228882431983948 107.35649287700653 74.018157720565796 113.65331530570984 67.623744606971741 70.152232646942139 119.00306344032288 78.128059506416321 51.623295545578003 112.65744566917419 77.376166582107544 58.505662083625793 44.037831425666809 157.73994207382202 5991.2410736083984 63.660228848457336 889.76825058460236 65.290437936782837
leaf_count=507 45 23 28 55 21 24 41 20 30 27 23 34 27 17 43 50 30 29 61 3115 26 465 39
internal_value=0 0.000106334 -0.00052624 0.000187626 0.000331142 -0.000328946 -0.00095889 0.000227825 0.000559665 -0.000298145 0.000878621 0.00140882 4.67202e-05 -8.24419e-05 -0.00020806 -0.000467432 -0.000144715 -0.000932567 0.0002233 -2.2417e-05 -7.45648e-05 0.00014913 -9.26683e-05
internal_weight=0 1664.5 189.546 1474.95 1154.27 320.683 152.585 1081.49 522.579 141.642 380.937 232.656 148.28 558.913 507.29 394.633 317.256 101.011 216.246 7895.5 6054.9 1840.6 950.831
internal_count=4780 628 73 555 435 120 65 412 161 47 114 64 50 251 234 191 141 50 91 4152 3141 1011 546
is_linear=0
shrinkage=0.05


Tree=602
num_leaves=24
num_cat=0
split_feature=134 50 39 83 59 43 138 70 91 8 119 20 56 131 44 44 25 135 112 52 132 133 66
split_gain=0.00926725 0.0380103 0.0406586 0.0417559 0.0378876 0.0470634 0.0432777 0.0314974 0.037422 0.0302794 0.0409202 0.0293214 0.0278905 0.0353284 0.0349426 0.0541455 0.0470713 0.0663057 0.0378978 0.0284112 0.0541621 0.0323245 0.0365311
threshold=0.00017767510871635753 0.018276390619575981 0.0048403022810816774 0.0092791137285530585 0.0044099434744566688 0.00085274505545385193 0.00052132029668428015 0.0010918468469753864 0.0031340263085439806 0.010829726699739696 0.00047558375808876013 0.000490355829242617 0.00073092587990686308 0.00096484774257987748 0.00057154725072905432 0.00017767510871635753 0.0038949446752667431 0.00044738779251929378 0.00093549740267917525 0.0053125319536775359 0.0013560238294303419 0.0095705352723598498 0.00039601318712811922
decision_type=2 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 9 -4 -2 -6 7 -7 -9 10 -3 -10 -1 19 15 -15 17 -16 -19 21 -21 22 -14
right_child=1 2 3 -5 5 6 -8 8 11 -11 -12 -13 13 14 16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=-5.596909074449233e-05 0.00024707178376134767 0.0015019941955784887 -0.0013448582812556618 0.0005037510075450415 0.00028212187915680658 -0.00020156626025234688 -0.00014667183819400543 -0.0027404624105745149 0.00020360263113100384 -0.00010285720616902064 0.00011958094369001761 -0.001656637273425261 -0.00095581206092576238 0.00029051341777864594 0.002207145284634763 0.002730618618688594 -0.00025109496707291398 -0.00026803101404135739 0.0012536922907624695 -0.002126505686364819 0.00047139762131562837 0.00081952097803644156 0.00081996022778284034
leaf_weight=6979.9619251489639 625.93162477016449 169.33771729469299 51.916067600250244 74.21333909034729 231.83572769165039 61.180536150932312 239.66516852378845 45.375268459320068 33.143153786659241 71.538465023040771 78.274445533752441 58.700843453407288 90.896922945976257 50.773811936378479 61.131740808486938 41.167775988578796 201.31865262985229 110.56811571121216 64.948870539665222 45.375268459320068 35.96441388130188 94.274894595146179 42.505213022232056
leaf_count=3438 307 52 29 28 138 32 136 30 13 26 33 38 66 36 30 19 125 65 25 30 21 43 20
internal_value=0 0.000104322 0.000502855 -0.000257154 -3.2624e-05 -0.000293962 -0.000598841 -0.00114506 -0.00156572 0.000803214 0.00106499 -0.000985344 -2.32304e-05 0.000249159 0.000496936 0.0013831 0.000310906 0.000789004 0.000295072 -0.000175734 -0.00097784 0.000110826 -0.000390007
internal_weight=0 1741.11 445.28 126.129 1295.83 669.901 438.065 198.4 137.219 319.151 247.612 91.844 7818.89 838.926 529.909 91.9416 437.967 236.649 175.517 309.017 81.3397 227.677 133.402
internal_count=4780 862 168 57 694 387 249 113 81 111 85 51 3918 480 300 55 245 120 90 180 51 129 86
is_linear=0
shrinkage=0.05


Tree=603
num_leaves=24
num_cat=0
split_feature=141 121 141 43 99 117 61 142 21 116 45 21 38 84 77 103 63 37 61 27 7 69 11
split_gain=0.00952582 0.0283422 0.0371091 0.0365979 0.0550732 0.0751797 0.0905559 0.0767895 0.15095 0.0742766 0.0631306 0.0614723 0.0555073 0.0609439 0.0705255 0.0540264 0.0766666 0.113376 0.06928 0.0519985 0.0395601 0.0362779 0.0344988
threshold=0.0005893622583243997 0.04273676127195359 0.0013986918493174019 0.0045489775948226461 0.0068083447404205808 0.0084566329605877417 0.0037758676335215573 0.00244467705488205 0.00099512818269431613 0.0016846025246195497 0.0066005610860884198 0.0079489401541650313 0.00037263428384903824 0.00037263428384903824 0.0011261500185355546 0.00037263428384903824 0.0021592099219560628 0.0011261500185355546 0.0019071503775194289 0.001792412775103003 0.00047558375808876013 0.0022975050378590827 0.0054799309000372895
decision_type=2 2 2 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 9 -9 -5 -10 -12 21 14 -14 18 17 -17 20 -20 -7 -6 -4
right_child=1 2 22 4 12 15 -8 8 10 -11 11 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00010283172339528 1.0371244599182556e-05 -0.00047512941393308965 0.00097466213898852029 0.00028607077404470396 0.0017187683381781533 0.00042845509786306374 0.00021242629167286676 -0.0045310981839180161 -0.00046251914400109116 -0.0018554880447608662 -0.0036397208241315394 -0.00078283974235736375 0.000107740028526728 0.00041665576437750442 -0.0024726434123408868 -0.0028795044100231996 7.1101534728115962e-05 8.8439231721100056e-05 -0.0012190045863920938 0.00069788950427984058 0.002148581890863662 0.00011834339520231743 4.7039492923752015e-05
leaf_weight=1822.715979218483 5616.1709368228912 111.22241795063019 222.10326850414276 115.23472905158997 81.993984580039978 67.526153922080994 144.51195776462555 42.749189734458923 108.88911128044128 62.420382499694824 41.411752700805664 34.529386162757874 55.635606646537781 164.2807412147522 50.529835224151611 66.579079627990723 236.20956897735596 62.273996472358704 74.310929775238037 67.526153922080994 66.188716888427734 62.322791814804077 182.66329228878021
leaf_count=870 3080 38 62 41 24 23 57 30 50 29 29 16 20 60 26 38 102 23 32 23 22 25 60
internal_value=0 -2.42247e-05 0.000333773 -4.98049e-05 -0.000260355 -0.000433236 -0.000862178 -0.0012454 -0.00185352 -0.000466381 -0.00123422 -0.00234074 0.000235808 -0.000186727 -0.0011204 -6.51377e-05 -0.000464064 -0.00144511 0.000463376 -0.000306405 0.00127992 0.00102763 0.000556044
internal_weight=0 7737.28 515.989 7221.3 1605.12 1190.36 549.747 405.235 227.579 177.655 184.83 75.9411 414.763 270.446 106.165 640.615 365.063 128.853 275.552 141.837 133.715 144.317 404.767
internal_count=4780 3910 160 3750 670 515 252 195 125 70 95 45 155 106 46 263 163 61 100 55 45 49 122
is_linear=0
shrinkage=0.05


Tree=604
num_leaves=24
num_cat=0
split_feature=44 36 9 85 110 108 60 3 19 43 99 93 17 14 107 145 81 83 150 22 133 62 78
split_gain=0.0104761 0.0278702 0.0330676 0.054872 0.0425866 0.0281482 0.0276934 0.0274112 0.0264113 0.0444147 0.0422701 0.0521253 0.0429247 0.0388822 0.0616519 0.0365448 0.0450567 0.0352207 0.0325606 0.0495739 0.0688187 0.0650058 0.0346076
threshold=0.011519505176693203 0.0012357163941487672 0.00044738779251929378 0.00017767510871635753 0.0014881226234138014 0.0034400182776153092 0.00085274505545385193 0.00082683752407319855 0.00096484774257987748 0.11438806727528573 0.0084566329605877417 0.00096484774257987748 0.019431582652032379 0.00017767510871635753 0.0035485138650983576 0.00066645268816500913 0.00899649551138282 0.0026833302108570938 0.0041444667149335155 0.00043393640953581786 0.0018488886416889729 0.00017767510871635753 0.0068083447404205808
decision_type=2 2 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 -6 -2 10 11 12 17 14 -12 -15 -17 -10 19 20 -13 -22 -20
right_child=1 2 4 -5 7 6 -8 -9 9 -11 13 18 -14 15 -16 16 -18 -19 22 -21 21 -23 -24
leaf_value=-2.8034651124513115e-05 -0.00112116002056662 0.00088648593089881269 0.0009656584952563883 -0.0013104397998935867 0.00061260241655474075 0.00033172224969605578 -0.0013153313679585008 0.0018594941021466281 0.0016455024259026615 0.0016119185984186633 -0.001293351696994601 0.00019983304607604772 0.00204477600169702 0.00026536300516800937 0.0011024463962322597 -0.0025795490240880046 -0.0006044965387366466 0.00020061202477124533 -8.3002218758930366e-05 0.00010899647998626524 -0.0036418691945891662 -0.00089250131583132764 0.00082470992679811229
leaf_weight=7428.7840569019318 50.627425909042358 53.009527921676636 60.985354781150818 61.278126835823059 88.827555775642395 58.408071398735046 45.326473116874695 87.490118741989136 49.143602848052979 43.647468686103821 45.228882431983948 54.346964955329895 45.131291747093201 37.155464887619019 66.091126203536987 54.68853235244751 61.180536150932312 297.48769581317902 502.88741767406464 147.62598991394043 37.44823694229126 50.481039881706238 132.71900117397308
leaf_count=3805 30 20 24 36 35 26 28 34 23 13 24 21 20 16 18 35 32 138 215 77 28 24 58
internal_value=0 9.77204e-05 0.000444608 -0.00029145 0.000691274 0.000113204 -0.000387952 0.00123132 3.47408e-06 3.85068e-05 -4.9143e-06 0.000110879 0.000594311 -0.000581931 0.000129043 -0.00109914 -0.00153669 0.000405461 -9.3755e-05 -0.000532886 -0.0011989 -0.00206343 0.000106534
internal_weight=0 2131.22 455.325 114.288 341.038 164.72 103.735 176.318 1675.89 1625.26 1581.62 1317.27 391.763 264.345 111.32 153.025 115.869 346.631 925.509 289.902 142.276 87.9293 635.606
internal_count=4780 975 203 56 147 78 54 69 772 742 729 604 181 125 42 83 67 161 423 150 73 52 273
is_linear=0
shrinkage=0.05


Tree=605
num_leaves=24
num_cat=0
split_feature=79 32 141 77 72 135 82 143 65 145 24 15 149 23 93 94 100 46 143 135 50 101 108
split_gain=0.0094481 0.0535905 0.0877432 0.07261 0.0682633 0.0871004 0.0495892 0.0470564 0.0833347 0.0937222 0.0616057 0.0637051 0.103025 0.138333 0.11131 0.118118 0.060669 0.0594571 0.06647 0.0730693 0.0633813 0.0631211 0.0647859
threshold=0.00017767510871635753 0.0013986918493174019 0.007706565549597145 0.016164712607860569 0.0037758676335215573 0.00017767510871635753 0.00017767510871635753 0.00899649551138282 0.00087947337306104611 0.004017772153019906 0.00017767510871635753 0.044033329933881767 0.016164712607860569 0.010180860292166473 0.0011261500185355546 0.00017767510871635753 0.00044738779251929378 0.0028552538715302949 0.00085274505545385193 0.0020932231564074759 0.0016846025246195497 0.0016846025246195497 0.0034400182776153092
decision_type=2 2 2 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 7 -6 -3 10 9 16 11 12 13 14 15 -1 -9 18 20 -20 -12 22 -19
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 17 -13 -14 -15 -16 -17 -18 21 19 -21 -22 -23 -24
leaf_value=-0.0014039928115416238 -2.5499823881133578e-05 -0.00038819825839665067 0.0002347746392861755 0.0014888760490300156 0.00036751926680082478 -0.0027359891593884034 -0.0028165308087632263 -0.0020528987255154763 0.0011860357614459634 -0.002817873552356668 0.0024082355461326386 0.00095747188265916765 0.00070763055389480632 -0.0038751053375544737 -0.0028400456753111362 0.0018320793129062804 0.00020009347881681566 0.0022275961708294978 -0.00087052214357148368 0.00075465272149161154 0.00032916382296568458 0.00035442434102170062 0.00046532444734362192
leaf_weight=55.830788016319275 7568.2190757989883 34.675772190093994 115.47870576381683 100.66930770874023 43.940240740776062 46.566319465637207 53.399890661239624 38.785673975944519 63.611433506011963 48.147733211517334 50.334653854370117 87.490118741989136 101.811563372612 40.025520324707031 39.976724982261658 56.97304368019104 130.14171779155731 135.05230784416199 199.29808080196381 105.92146515846252 134.90592181682587 223.78227293491364 84.961630702018738
leaf_count=28 3923 22 51 36 25 25 36 29 24 36 18 34 29 26 24 21 60 46 96 36 40 77 38
internal_value=0 9.68923e-05 -0.000671821 0.000184395 0.000106578 -0.00122926 -0.00186049 0.000182281 -0.000405475 -0.000871849 0.000307608 -0.000227243 -0.000579058 -0.0012585 -0.000572996 0.000230428 -0.000317193 0.00052636 0.000146932 -0.000306532 0.000894101 0.000945683 0.00154707
internal_weight=0 1991.78 203.554 1788.23 1687.56 90.5066 88.0757 1597.05 280.687 217.075 1316.36 382.108 294.618 192.806 152.781 112.804 168.927 934.256 490.46 305.22 185.241 443.796 220.014
internal_count=4780 857 109 748 712 50 58 662 149 125 513 162 128 99 73 49 89 351 190 132 58 161 84
is_linear=0
shrinkage=0.05


Tree=606
num_leaves=24
num_cat=0
split_feature=44 77 142 92 44 34 61 121 91 96 137 99 92 115 143 61 71 11 31 114 32 98 109
split_gain=0.00972874 0.0362303 0.0514057 0.0418032 0.0399849 0.0671258 0.0509467 0.0432021 0.0648405 0.0870818 0.0392421 0.0434264 0.0449329 0.0457495 0.037665 0.0366468 0.0425422 0.0482401 0.0347784 0.033633 0.0325863 0.0423866 0.034382
threshold=0.011519505176693203 0.00068727668258361529 0.00017767510871635753 0.0049928687512874612 0.04673989117145539 0.021960759535431865 0.0019071503775194289 0.012636432424187662 0.0038949446752667431 0.0013986918493174019 0.00017767510871635753 0.0056525857653468856 0.0041444667149335155 0.0010263677686452868 0.0056525857653468856 0.0014881226234138014 0.017724351026117805 0.0030382014811038975 0.00017767510871635753 0.007706565549597145 0.0019071503775194289 0.0022975050378590827 0.016668972559273246
decision_type=2 2 2 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 9 -4 11 15 13 -13 -5 18 17 -17 -3 20 21 -12 -23
right_child=1 10 3 14 -6 6 -8 -9 -10 -11 19 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24
leaf_value=-2.701619549760466e-05 0.0011339497437194786 -0.0010707161944621157 -0.00041340491165072017 0.0013032307991304717 0.00012681994637434916 -0.0032748001994324012 -0.00093695592127669865 0.00024125740049990552 0.00040924676331318576 -0.0030404080345562958 0.0018510977127134884 0.00087388197699418072 -0.0018528421978753807 -0.0010531800061616592 -0.00028170481654203676 -0.00149222241285374 0.0013430767758066753 0.00062970349226104173 0.00037589468942842894 -0.00066984334143970587 0.00028776282558829624 0.0012860198360507473 -6.6850626276414895e-05
leaf_weight=7428.7840569019318 71.489669680595398 79.953449964523315 74.457315802574158 72.924697399139404 213.47313940525055 38.688083291053772 58.603252768516541 154.91868197917938 65.046461224555969 54.737327694892883 100.71810305118561 58.261685371398926 55.928378701210022 65.33923327922821 77.132189869880676 37.399441599845886 115.13713836669922 94.372485280036926 86.494249105453491 53.35109531879425 314.58160519599915 90.018606781959534 98.18961501121521
leaf_count=3805 24 48 38 29 85 25 34 53 29 37 38 20 32 41 40 26 37 47 47 34 139 30 42
internal_value=0 9.41704e-05 -0.0001513 -0.000264737 -0.000436022 -0.000705148 -0.0018666 -0.000381514 -0.000878212 -0.00152642 0.000267306 -2.76021e-05 -0.000676918 -0.000144822 0.000488543 0.000254409 0.00064095 2.74596e-05 -0.000318987 0.000533492 0.000639868 0.00102324 0.000580217
internal_weight=0 2131.22 881.471 809.981 659.924 446.451 97.2913 349.16 194.241 129.195 1249.75 592.886 179.529 123.601 150.057 413.357 246.909 131.772 166.448 656.859 603.508 288.926 188.208
internal_count=4780 975 394 370 301 216 59 157 104 75 581 298 93 61 69 205 110 73 95 283 249 110 72
is_linear=0
shrinkage=0.05


Tree=607
num_leaves=24
num_cat=0
split_feature=144 82 0 124 61 19 82 113 40 43 23 14 100 80 116 96 59 67 113 42 109 99 125
split_gain=0.00943825 0.0282086 0.0281311 0.0142168 0.0312501 0.0270551 0.0135973 0.0524022 0.090035 0.105822 0.104121 0.119198 0.0959379 0.0825285 0.077616 0.070234 0.0756535 0.0646534 0.0574503 0.101088 0.064103 0.0516506 0.104969
threshold=0.066585760563611998 0.00055427959887310873 0.0058306583669036635 0.08153740689158441 0.0037758676335215573 0.002945306478068233 0.00040826165059115743 0.00050559637020342063 0.0066005610860884198 0.016668972559273246 0.045367386192083366 0.00093549740267917525 0.00017767510871635753 0.0062037324532866487 0.00070876078098081063 0.00093549740267917525 0.0049928687512874612 0.00037263428384903824 0.0005893622583243997 0.0051502294372767219 0.0051502294372767219 0.0035485138650983576 0.0056525857653468856
decision_type=2 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 6 5 -5 21 8 9 10 11 12 14 -10 -8 -14 -17 -13 19 20 -9 -1 -23
right_child=1 2 -4 4 -6 -7 7 18 13 -11 -12 17 15 -15 -16 16 -18 -19 -20 -21 -22 22 -24
leaf_value=-3.7257439296396073e-05 -0.00048043675669299759 0.00015619309278728683 0.0020123311676293952 -0.0003915231363281222 0.00084337698677786229 -0.0023445840317910015 -0.0052070614099986789 0.00050112603961011831 -0.00015082823721201925 0.001459809526874605 -0.0035555717244911997 0.00062238426717703106 0.00062363442184166454 0.0014873856659197323 -0.0015225793446600995 -0.0035319725400548793 -0.0004478355148128917 -0.00071511903800260113 -3.1292154736826041e-06 -0.001287177392512686 0.0024821215274951035 0.0010717683502136689 -0.00029567493585551358
leaf_weight=1590.8979910612106 53.497481346130371 45.228882431983948 37.204260230064392 48.09893786907196 27.939791679382324 28.086177706718445 30.761051774024963 88.876351118087769 372.77453243732452 51.574500203132629 34.773362874984741 136.68251693248749 42.505213022232056 96.852177977561951 26.699945330619812 37.399441599845886 42.456417679786682 266.56029522418976 5800.6441032886505 43.989036083221436 75.550776124000549 343.81003856658936 237.13668048381805
leaf_count=948 40 24 18 34 15 21 23 37 210 15 26 59 20 41 18 26 18 162 2676 27 29 153 140
internal_value=0 0.000413664 0.000993917 -5.96659e-06 -0.000586973 -0.00111153 5.24563e-07 -3.2765e-05 -0.00034371 -0.000716046 -0.000897678 -0.000739164 -0.00180972 0.000187024 -0.00349502 -0.00101829 -0.00189225 -0.000261761 2.61757e-05 0.000841791 0.00141135 0.000110089 0.000513592
internal_weight=0 135.931 82.4331 9424.07 104.125 76.1851 9319.94 7148.1 1139.04 669.413 617.838 583.065 179.822 469.627 57.461 122.361 79.8559 403.243 6009.06 208.416 164.427 2171.84 580.947
internal_count=4780 82 42 4698 70 55 4628 3387 618 367 352 326 105 251 41 64 44 221 2769 93 66 1241 293
is_linear=0
shrinkage=0.05


Tree=608
num_leaves=24
num_cat=0
split_feature=110 53 29 95 25 24 105 141 86 108 118 84 141 102 18 77 84 80 121 1 50 17 11
split_gain=0.00905669 0.0301372 0.0348807 0.0399262 0.0373013 0.0278614 0.0367253 0.026838 0.0138352 0.012676 0.0549298 0.061325 0.088457 0.0824931 0.0516831 0.103069 0.062742 0.0538289 0.051585 0.0414198 0.0287128 0.0286132 0.0264238
threshold=0.024066280573606495 0.0033348383149132137 0.0087224207818508166 0.0036604277556762104 0.00062670491752214741 0.0026012937305495147 0.0032328735105693345 0.00070876078098081063 0.00040826165059115743 0.017724351026117805 0.00064626874518580746 0.0005893622583243997 0.0018488886416889729 0.00052132029668428015 0.00043393640953581786 0.00017767510871635753 0.0005893622583243997 0.00042089859198313212 0.0015349716995842757 0.0012357163941487672 0.018276390619575981 0.00040826165059115743 0.0087224207818508166
decision_type=2 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 -3 6 7 -4 -7 -1 14 12 19 -14 15 18 -17 -16 -11 -12 22 -18 -19
right_child=1 2 5 -5 -6 8 -8 -9 -10 10 11 -13 13 -15 17 16 21 20 -20 -21 -22 -23 -24
leaf_value=-3.2889311959704267e-05 0.0011090524463414186 -0.0027982729831931598 0.0011604675769893923 0.00030271716011051261 -0.00033496355905927584 -0.00056429520225014928 0.0017909725119777103 -0.0006401229542952893 0.0004481214834152951 0.001015606195445125 -0.00094922352366697037 6.4680186051700776e-05 0.00400826262787229 0.0011712877878198352 0.001631667500330758 -0.002646452280809476 -0.0013883058236837491 -0.001322213321033289 -0.00083083559293072149 0.0011999890515696893 0.00071572483816070235 0.00031421808739740654 0.00012784603302332215
leaf_weight=7999.4615679979324 78.323240876197815 30.761051774024963 37.155464887619019 53.253504633903503 30.71225643157959 85.303198099136353 58.359276056289673 46.712705492973328 55.830788016319275 99.478256702423096 49.289988875389099 283.06866049766541 38.444106578826904 76.839417815208435 62.22520112991333 66.871851682662964 58.749638795852661 55.928378701210022 61.034150123596191 41.118980646133423 76.839417815208435 42.554008364677429 71.684851050376892
leaf_count=4000 35 23 16 30 21 52 24 31 28 41 29 139 15 28 21 50 40 32 26 17 28 22 32
internal_value=0 0.000212502 3.61074e-05 -0.00069944 -0.0015676 0.000333914 0.000827799 0.000157579 -0.000163796 -1.11452e-05 0.000149298 0.000542104 0.00119912 0.00211735 -0.000173172 -0.00059279 -0.00145779 0.000344018 0.000313505 2.82617e-05 -4.78778e-05 -0.000673137 -0.000507664
internal_weight=0 476.411 398.088 114.727 61.4733 283.361 142.227 83.8682 141.134 9083.59 1084.13 488.761 205.692 115.284 595.366 328.688 168.175 266.678 160.512 90.409 204.453 101.304 127.613
internal_count=4780 260 225 74 44 151 71 47 80 4520 520 228 89 43 292 179 112 113 67 46 92 62 64
is_linear=0
shrinkage=0.05


Tree=609
num_leaves=24
num_cat=0
split_feature=44 78 29 4 145 94 8 72 40 83 123 52 72 148 57 99 135 17 27 47 71 17 109
split_gain=0.00889356 0.0277014 0.0447002 0.035477 0.0262575 0.0261421 0.0575098 0.0964048 0.0624141 0.0736878 0.0613721 0.0729231 0.0914411 0.0431289 0.0424474 0.0530153 0.0586447 0.0421152 0.0496265 0.041933 0.0753998 0.0601064 0.0916819
threshold=0.011519505176693203 0.016668972559273246 0.007706565549597145 0.0010585968848317864 0.0016331639490090313 0.00080172589514404546 0.0021592099219560628 0.0037758676335215573 0.00099512818269431613 0.011519505176693203 0.00052132029668428015 0.0015349716995842757 0.00082683752407319855 0.0016331639490090313 0.00038414125447161501 0.0084566329605877417 0.02129978779703379 0.19438949227333072 0.0041444667149335155 0.00017767510871635753 0.0013560238294303419 0.00017767510871635753 0.0013146653072908523
decision_type=2 2 2 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 14 8 9 -8 11 -10 -13 -11 15 16 19 -7 -19 20 -1 -21 -23
right_child=1 2 -4 -5 -6 17 7 -9 10 13 -12 12 -14 -15 -16 -17 -18 18 -20 21 -22 22 -24
leaf_value=-0.00022968725929821683 2.1988377244758303e-05 -1.1363805382658748e-05 0.0013465387810445376 -0.0010392447141283846 0.0016570891315730197 -7.0006767370541209e-05 0.0012231399698155673 -0.00044383844135344224 0.0021178453587497323 0.00023047109178309834 -0.00027748242557865723 -0.0011119782256186275 0.0015001591931657523 -0.0017990535559361184 -0.0016476118003929492 0.0012206241160353914 0.001625464355150106 -0.0023468719542940951 0.00021235179610781783 -0.00032462519986741465 -0.0032806478086383332 0.0017535813635571442 -1.8710950078685926e-05
leaf_weight=65.436823964118958 1865.3875410556793 69.205158352851868 108.79152059555054 52.062453627586365 35.769232511520386 5107.5744640827179 75.550776124000549 213.5995626449585 177.36233949661255 50.334653854370117 62.566768527030945 50.529835224151611 99.429461359977722 54.542146325111389 41.362957358360291 80.851728916168213 47.610984444618225 44.037831425666809 33.240744471549988 812.39208400249481 29.326024055480957 98.092024326324463 284.94284629821777
leaf_count=45 843 38 46 35 13 2631 29 144 58 18 35 26 39 29 27 31 14 29 17 415 18 38 162
internal_value=0 9.00376e-05 0.000567557 2.78963e-05 0.000557149 -2.58306e-05 0.000116745 0.000462191 0.000801525 3.26204e-05 0.00115735 0.00143161 0.000619981 -0.000825002 -6.87329e-05 -2.26983e-05 -9.78401e-05 -8.75352e-05 -0.00124604 -0.000161434 -0.00117386 -8.11778e-05 0.000435158
internal_weight=0 2131.22 265.828 157.037 104.974 7428.78 2243.93 783.916 570.316 180.428 389.888 327.322 149.959 104.877 1460.02 1418.65 1337.8 5184.85 77.2786 1290.19 94.7628 1195.43 383.035
internal_count=4780 975 132 86 51 3805 1128 378 234 76 158 123 65 47 750 723 692 2677 46 678 63 615 200
is_linear=0
shrinkage=0.05


Tree=610
num_leaves=24
num_cat=0
split_feature=19 17 136 40 40 124 123 73 133 115 114 3 9 28 61 81 91 53 96 2 72 83 149
split_gain=0.00947148 0.052221 0.0571917 0.0524241 0.116588 0.0453544 0.0711992 0.0572836 0.0448131 0.0542559 0.0388776 0.0480941 0.0587376 0.0422528 0.0357801 0.0533405 0.0485803 0.125773 0.0355342 0.0326607 0.0610665 0.0494585 0.0548489
threshold=0.00017767510871635753 0.0010585968848317864 0.0020292587578296666 0.0020932231564074759 0.00047558375808876013 0.0018488886416889729 0.00017767510871635753 0.0017376682371832433 0.0095705352723598498 0.00747153488919139 0.0012745757703669371 0.00082683752407319855 0.00040826165059115743 0.00052132029668428015 0.00043393640953581786 0.00017767510871635753 0.00017767510871635753 0.0095705352723598498 0.00017767510871635753 0.0070226341485977182 0.00082683752407319855 0.11759182065725328 0.0013986918493174019
decision_type=2 2 2 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 10 -7 9 -9 11 12 13 14 15 -1 17 -16 -8 21 -21 -2 -23
right_child=19 3 -4 -5 -6 7 18 8 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 20 -22 22 -24
leaf_value=0.0014368506988266215 -2.2571173189418601e-05 -0.00032850592382797201 0.0012572298620644425 -0.00017284841367359914 0.0023173001539328309 0.001563477163068103 -0.0029252233169307518 -0.0022599621172809162 0.0016452801856695388 4.8657092242803523e-05 -0.0014219309092485654 0.0013538269291646235 -0.0021037777263343714 -0.0012051543354604604 -0.0030559891194966 -0.00046774568796001273 0.0003556617228421806 0.00018252027825024851 -0.00084763443688152759 -0.0019440506978902032 -9.2023072861161152e-05 -0.00055798009468821985 0.0014578201589529414
leaf_weight=99.331870675086975 7725.9989434480667 69.156363010406494 80.802933573722839 99.917414784431458 104.63282346725464 76.985803842544556 34.724567532539368 29.423614740371704 35.818027853965759 188.43223571777344 56.17235541343689 55.684401988983154 37.301850914955139 69.156363010406494 45.228882431983948 58.359276056289673 174.78505611419678 88.925146460533142 50.529835224151611 62.566768527030945 154.21558439731598 47.95255184173584 113.89729201793671
leaf_count=35 3878 36 29 59 37 34 24 22 15 135 42 22 22 36 24 24 60 39 26 35 78 28 40
internal_value=0 0.000117444 -2.6702e-05 0.000739759 0.00126445 -0.000120942 -0.000331225 0.000368864 6.31914e-06 -0.000263145 -0.000161621 -4.90289e-05 -0.000185338 -5.17749e-05 0.00011916 0.000731986 -0.000193643 -0.000909315 -0.00169385 -2.10897e-05 -0.000626547 -4.44984e-06 0.000860583
internal_weight=0 1455.37 1181.66 273.707 173.789 1100.86 770.2 330.66 253.674 217.856 684.945 628.773 573.088 535.787 466.63 157.691 308.939 134.154 85.2544 8104.63 216.782 7887.85 161.85
internal_count=4780 721 589 132 73 560 354 206 172 157 304 262 240 218 182 59 123 63 50 4059 113 3946 68
is_linear=0
shrinkage=0.05


Tree=611
num_leaves=24
num_cat=0
split_feature=131 34 40 100 79 146 71 82 26 25 4 128 99 37 122 60 44 133 144 24 11 19 73
split_gain=0.00922998 0.0233657 0.033712 0.0521705 0.0309352 0.0377064 0.0529761 0.0366377 0.0321431 0.0293056 0.0205192 0.0202081 0.0201749 0.0164103 0.0153819 0.0145587 0.0140568 0.0307841 0.0470811 0.0515879 0.0836567 0.0720639 0.0590569
threshold=0.020658296532928947 0.0041444667149335155 0.018276390619575981 0.0021592099219560628 0.0058306583669036635 0.0056525857653468856 0.037906534969806678 0.00096484774257987748 0.00060774214216507982 0.017724351026117805 0.0015833032084628942 0.0012745757703669371 0.004017772153019906 0.0012745757703669371 0.00082683752407319855 0.00085274505545385193 0.011519505176693203 0.0070226341485977182 0.00017767510871635753 0.0026012937305495147 0.0019071503775194289 0.004017772153019906 0.00017767510871635753
decision_type=2 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 9 5 6 7 -3 -7 12 -9 -6 14 -13 -2 -15 17 -1 19 -19 -21 22 -22
right_child=1 4 -4 -5 11 8 -8 10 -10 -11 -12 13 -14 15 -16 -17 -18 18 -20 20 21 -23 -24
leaf_value=-0.00012384205055897539 -5.8261037992383677e-05 0.00018281438491796353 -0.00051835830608353342 0.0017272247778684986 0.0010223288771642927 -0.0020226340885027561 0.001386680476092284 -0.0021484234663970794 -1.7080393010030406e-05 0.0015980589051920479 -0.00033331251372636862 -0.00066050489218525289 0.00098588962097919319 0.0011628134943531701 -0.0014393170545815249 -9.3898268949080117e-05 0.00010415845341292275 0.00078022590727181069 -0.00010768562462927908 -0.00048242442948636061 0.00044293992411538865 -0.00023260987139893331 0.0023321584262856825
leaf_weight=4545.9085750579834 64.050591588020325 86.689430475234985 63.953000903129578 90.116197466850281 80.94931960105896 53.448686003684998 50.285858511924744 37.44823694229126 31.903307437896729 30.663461089134216 26.651149988174438 53.448686003684998 30.614665746688843 39.830338954925537 29.423614740371704 54.68853235244751 1926.3241004943848 416.63714528083801 1227.4078899621964 330.63084959983826 84.864040017127991 123.35694193840027 80.705342888832092
leaf_count=2321 42 55 38 34 35 38 16 28 16 19 16 38 17 18 22 35 865 178 688 151 34 51 25
internal_value=0 0.000159951 0.000503862 0.000770838 -4.61393e-05 -0.000392461 -1.86962e-05 -0.000487369 -0.00127299 0.00021391 -0.00139374 0.000387188 -0.000128125 3.9718e-05 -0.000492987 0.000435681 -1.50902e-05 -4.88242e-05 0.000101831 0.000350012 6.07028e-05 0.000682227 0.00136382
internal_weight=0 824.165 308.822 244.869 515.344 286.427 201.075 150.789 85.352 154.752 64.0994 228.917 124.089 147.968 93.4742 94.5189 8735.83 6809.51 2263.6 1036.19 619.557 288.926 165.569
internal_count=4780 467 172 134 295 169 115 99 54 100 44 126 81 91 64 53 4313 3448 1127 439 261 110 59
is_linear=0
shrinkage=0.05


Tree=612
num_leaves=24
num_cat=0
split_feature=88 108 15 24 26 58 20 45 144 34 50 149 96 7 108 87 149 43 100 4 140 19 44
split_gain=0.00894801 0.0280528 0.0398933 0.0288184 0.0348311 0.0298907 0.0558758 0.0301234 0.02802 0.026665 0.0432607 0.0298485 0.0266201 0.0262839 0.0253509 0.0492739 0.0594138 0.0889785 0.0542598 0.0664172 0.079285 0.0574028 0.0486157
threshold=0.0062037324532866487 0.007706565549597145 0.0058306583669036635 0.0095705352723598498 0.00066645268816500913 0.0045489775948226461 0.0010263677686452868 0.0012357163941487672 0.0038949446752667431 0.0046923852059990176 0.015200819820165636 0.0011980500421486797 0.0048403022810816774 0.002945306478068233 0.007706565549597145 0.00062670491752214741 0.0011980500421486797 0.00017767510871635753 0.0028552538715302949 0.00068727668258361529 0.0019672545604407792 0.00096484774257987748 0.0051502294372767219
decision_type=2 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 8 7 -7 -2 10 11 -3 -4 -11 -1 16 18 -18 19 20 -16 -22 -17
right_child=1 9 12 -5 -6 6 -8 -9 -10 13 -12 -13 -14 -15 15 22 17 -19 -20 -21 21 -23 -24
leaf_value=-8.7218996742167174e-05 -0.00049762254914363722 0.00027939608891897587 0.00084339924165098752 0.0011230745465043376 0.00098053393894423943 -0.00069036993389896904 0.00049053999221118237 -0.0026998035240359958 0.00021781936039281516 -0.0011122992710967149 0.0017313465085118285 -0.0013951977194903023 -0.00048939412709109609 -5.7064532663171093e-05 0.00269032608230717 -0.00046194510942165057 0.0024467348027344478 0.00044076508335302096 -0.00088691414925677918 -0.00068843831251876237 -0.0011463441006214698 0.001048218154374404 0.00012931703207689883
leaf_weight=5172.3880416154861 193.53800714015961 91.941587924957275 303.08142066001892 58.45686674118042 78.420831561088562 37.204260230064392 47.903756499290466 37.399441599845886 467.2734409570694 121.5115886926651 37.106669545173645 37.44823694229126 42.749189734458923 114.72681283950806 45.033701062202454 557.45839655399323 59.745508432388306 739.800084233284 154.70353782176971 109.32826936244965 46.712705492973328 82.286756634712219 923.78085076808929
leaf_count=2489 129 55 152 28 39 18 26 26 316 83 14 28 30 74 16 299 27 292 98 68 31 36 406
internal_value=0 0.000105191 0.000220815 4.87514e-05 -2.41262e-05 -0.000124706 -0.000842048 -0.00169772 8.28122e-06 -0.000258282 0.000226341 -0.000205268 0.000678649 -0.000599835 -2.22448e-05 0.000101363 0.000334229 0.00059066 -0.000133801 0.000277367 0.00088409 0.000253533 -9.32021e-05
internal_weight=0 1668.76 1266.03 920.197 861.74 783.319 122.507 74.6037 660.811 402.735 166.496 129.39 345.831 236.238 7891.24 2718.85 1237.61 799.546 438.065 283.361 174.033 128.999 1481.24
internal_count=4780 1018 764 582 554 515 70 44 445 254 97 83 182 157 3762 1273 568 319 249 151 83 67 705
is_linear=0
shrinkage=0.05


Tree=613
num_leaves=24
num_cat=0
split_feature=40 50 146 51 91 47 4 22 11 59 73 46 106 24 47 148 46 27 117 58 150 149 77
split_gain=0.00975851 0.0386333 0.0363336 0.0618941 0.0497161 0.0480883 0.0825116 0.035212 0.0405921 0.0342428 0.0328052 0.0302175 0.0472613 0.0448685 0.0478087 0.05096 0.0436857 0.0560857 0.0430839 0.0370881 0.0360958 0.0356815 0.108033
threshold=0.00017767510871635753 0.26590165495872503 0.0028552538715302949 0.0030382014811038975 0.00066645268816500913 0.0056525857653468856 0.00017767510871635753 0.00052132029668428015 0.0026012937305495147 0.00017767510871635753 0.00073092587990686308 0.01884530205279589 0.013439828064292671 0.004017772153019906 0.024066280573606495 0.0038949446752667431 0.0010918468469753864 0.00090704852482303988 0.0042751494329422721 0.001792412775103003 0.0017376682371832433 0.0048403022810816774 0.00017767510871635753
decision_type=2 2 2 2 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 -7 8 9 -4 -8 12 16 14 -14 18 21 20 19 -16 -18 22 -1
right_child=-2 -3 5 4 -6 6 10 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.0019360236427400973 -2.2182237857359336e-05 0.0011987816541777678 -0.0003784437583318659 -0.0029931786266154722 -0.00026066530534369438 0.0021676078369103013 0.00070348721193683921 0.0011812128098932658 0.00021361649995330642 -0.0026604269576246632 -0.0009870006086539079 0.001207371741265348 0.0017957735913124797 -0.00090078042817517815 0.00010329151383694351 0.0013161481384158743 -0.0029387232303993895 0.00026257236818994005 0.00093594912948032874 -0.002073051302780256 -0.00096223007839393469 0.00036786397370923131 0.00029098040087516795
leaf_weight=85.351993441581726 8014.6413660049438 78.079264163970947 37.253055572509766 32.098488807678223 34.578181505203247 86.055091023445129 93.982122540473938 42.456417679786682 98.043228983879089 29.423614740371704 41.314162015914917 49.094807505607605 71.538465023040771 53.155913949012756 37.204260230064392 74.21333909034729 40.123111009597778 50.529835224151611 42.407622337341309 41.314162015914917 54.444555640220642 222.24965453147888 150.44725000858307
leaf_count=54 4084 25 20 24 18 29 31 18 36 22 25 21 26 26 18 28 30 26 16 25 25 68 85
internal_value=0 0.000115043 5.73733e-05 -0.000102436 -0.00157611 0.000444751 0.000957174 -0.000102733 -0.000433669 -0.00138546 0.000187279 -1.3532e-06 -6.56472e-05 0.000425686 0.000690086 0.000284738 -0.000326189 -0.00108225 -0.000348247 -0.00104184 -0.00180082 -8.66908e-05 -0.000515126
internal_weight=0 1545.36 1467.28 1038.75 66.6767 428.528 221.351 207.176 164.72 66.6767 135.296 972.075 922.98 319.834 266.678 195.139 603.146 145.098 120.926 78.5184 94.5677 458.049 235.799
internal_count=4780 696 671 490 42 181 85 96 78 42 56 448 427 139 113 87 288 81 59 43 55 207 139
is_linear=0
shrinkage=0.05


Tree=614
num_leaves=24
num_cat=0
split_feature=145 108 126 126 46 8 35 99 107 65 138 58 78 88 98 88 3 92 115 140 80 131 124
split_gain=0.0102335 0.0329766 0.0599942 0.0504333 0.0419013 0.0371244 0.0371195 0.10498 0.0551792 0.0495508 0.0397479 0.0511757 0.0440203 0.0386911 0.0434763 0.0374536 0.0327011 0.0305144 0.0279113 0.0277729 0.0221067 0.0281008 0.0207111
threshold=0.012636432424187662 0.0098710241727530974 0.0003614811430452392 0.00057154725072905432 0.0020292587578296666 0.000490355829242617 0.00073092587990686308 0.00017767510871635753 0.0092791137285530585 0.00043393640953581786 0.00039601318712811922 0.011519505176693203 0.0049928687512874612 0.0012745757703669371 0.0019672545604407792 0.00017767510871635753 0.0032328735105693345 0.0049928687512874612 0.019431582652032379 0.0068083447404205808 0.00090704852482303988 0.00070876078098081063 0.0022272822679951791
decision_type=2 2 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 -5 7 8 -2 -9 11 12 -8 14 -12 19 17 -15 -18 -13 22 -22 -7
right_child=1 2 3 5 -6 20 10 9 -10 -11 13 15 -14 16 -16 -17 18 -19 -20 -21 21 -23 -24
leaf_value=-1.9855283220928845e-05 -0.0028807856494887994 -0.00054890358044093457 0.0015176710212579246 0.00079025991775694311 -0.0031427689235173071 -0.0018911651468715739 -0.0012349606013381867 0.0015048256501910152 -0.00040245896040770954 -0.0005523445530257507 0.00021051221861030181 0.00025931227206720122 0.0010958439143414738 0.00034856509348845033 -0.0019728172426906631 0.0023478436134686514 -0.0011864776677007669 0.0020847759253500519 0.00052081933284589988 0.0016301721122932444 -0.0011017967185544956 0.00029117588201462802 -0.00020747090655078015
leaf_weight=8332.5033521652222 41.362957358360291 37.253055572509766 49.094807505607605 71.684851050376892 26.748740673065186 45.277677774429321 42.70039439201355 75.501980781555176 49.143602848052979 47.806165814399719 53.155913949012756 78.176854848861694 38.541697263717651 55.781992673873901 39.927929639816284 64.851279854774475 38.736878633499146 46.322342753410339 62.664359211921692 70.054641962051392 54.590941667556763 107.50287890434265 30.614665746688843
leaf_count=4196 27 20 21 32 20 26 28 27 23 22 26 29 19 26 22 21 27 15 39 19 31 47 17
internal_value=0 0.000134782 -0.000222768 2.88052e-05 -0.00163298 -0.000207237 0.000322622 -0.000241912 -0.00153509 0.000707267 0.000526891 0.000938542 -0.000129214 0.000118383 -0.000726018 0.00134565 0.000504614 0.00113624 -0.000131395 0.000907185 -0.000507698 -0.000177958 -0.00121197
internal_weight=0 1227.5 422.768 358.766 64.0018 309.671 804.729 213.815 90.5066 123.308 590.914 294.325 81.2421 296.589 93.0838 213.083 203.506 102.104 101.401 148.231 237.986 162.094 75.8923
internal_count=4780 584 214 174 40 153 370 99 50 49 271 116 47 155 48 69 107 41 66 48 121 78 43
is_linear=0
shrinkage=0.05


Tree=615
num_leaves=24
num_cat=0
split_feature=19 17 86 50 148 9 116 108 95 114 54 45 46 150 91 146 24 115 146 35 108 117 146
split_gain=0.00958645 0.047046 0.0464453 0.0641414 0.0470778 0.0425437 0.0500362 0.0440713 0.0761986 0.0573631 0.0554139 0.066582 0.0553169 0.0509466 0.0668163 0.0496637 0.0560755 0.0470093 0.0361006 0.0941914 0.0738569 0.0621701 0.035199
threshold=0.00017767510871635753 0.0010585968848317864 0.00080172589514404546 0.0063990866765379914 0.0034400182776153092 0.00080172589514404546 0.0049928687512874612 0.0022975050378590827 0.00047558375808876013 0.00040826165059115743 0.0031340263085439806 0.0051502294372767219 0.00046126570669002836 0.00099512818269431613 0.00040826165059115743 0.00017767510871635753 0.0015833032084628942 0.00017767510871635753 0.00017767510871635753 0.00057154725072905432 0.0060143163427710542 0.0019672545604407792 0.00077738583786413084
decision_type=2 2 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 13 -10 12 -12 -9 17 -15 -13 -17 -1 19 20 21 -2 -20
right_child=18 2 -4 -5 -6 -7 -8 10 9 -11 11 15 -14 14 -16 16 -18 -19 22 -21 -22 -23 -24
leaf_value=0.001633970804056719 -0.00080518168451970326 0.0026186255251655641 -0.0003291276430550669 -7.1922704540532694e-06 0.00057120054476815366 -0.0015443921146362052 -0.00068433346974070485 0.00024998347378535861 -0.0023327888199945481 -0.00013285996322902303 -0.0016394334034274126 0.0013815467289806805 0.002147296378145582 -0.0016321885114741531 0.00044981578318990085 -0.001117139610665364 0.0013173537436424088 0.00019930420037916359 0.00042834955898088487 0.00069275731696829103 0.00020788138919143799 -0.0035567872218029736 -3.0077856789287755e-05
leaf_weight=80.802933573722839 35.866823196411133 74.164543747901917 77.32737123966217 77.034599184989929 45.180087089538574 43.989036083221436 196.9647741317749 67.721335291862488 58.554457426071167 59.989485144615173 44.086626768112183 88.778760433197021 88.778760433197021 71.684851050376892 83.331421613693237 65.241642594337463 37.106669545173645 194.631467461586 443.62986266613007 77.132189869880676 41.070185303688049 48.001347184181213 7458.930732011795
leaf_count=29 17 26 48 36 22 27 108 31 32 37 31 33 33 32 25 37 14 120 208 40 15 30 3749
internal_value=0 0.000118154 0.00070883 0.00111754 0.00184354 -1.86628e-05 4.03307e-05 0.00019206 -9.70215e-05 -0.00121951 0.000597214 0.000112126 0.00132628 0.000212106 -0.000512975 0.000516152 -0.000234507 0.000620186 -2.12173e-05 -0.00068114 -0.00152933 -0.00238004 -4.3429e-06
internal_weight=0 1455.37 273.707 196.379 119.345 1181.66 1137.67 940.708 548.995 118.544 391.714 235.214 156.5 430.451 155.016 191.127 102.348 275.434 8104.63 202.071 124.938 83.8682 7902.56
internal_count=4780 721 132 84 48 589 562 454 275 69 179 115 64 206 57 84 51 149 4059 102 62 47 3957
is_linear=0
shrinkage=0.05


Tree=616
num_leaves=24
num_cat=0
split_feature=94 61 82 95 83 61 102 33 144 75 63 18 59 44 117 133 58 133 47 96 66 68 126
split_gain=0.0092005 0.0817902 0.0327202 0.031401 0.0265048 0.0117429 0.0410329 0.0500503 0.0541147 0.0352617 0.0306322 0.0545383 0.0805248 0.0596616 0.058641 0.0512553 0.049014 0.0467707 0.0461468 0.055045 0.0460482 0.0398707 0.0378278
threshold=0.055838862434029586 0.0011615398107096555 0.0049928687512874612 0.00099512818269431613 0.0026833302108570938 0.0030382014811038975 0.00017767510871635753 0.001792412775103003 0.00017767510871635753 0.00042089859198313212 0.0016846025246195497 0.00096484774257987748 0.0016846025246195497 0.00244467705488205 0.0042751494329422721 0.0042751494329422721 0.017188700847327713 0.0037758676335215573 0.0027679565828293566 0.0054799309000372895 0.001792412775103003 0.0035485138650983576 0.00062670491752214741
decision_type=2 2 2 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 -3 -1 7 8 -7 -9 11 12 18 14 22 -16 17 -15 -8 -20 -12 -13 -14
right_child=1 4 -4 -5 -6 6 10 9 -10 -11 20 21 13 16 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=4.8440849691987672e-05 -0.00088945352867334654 0.0016299105646889408 -1.3242695666214196e-05 -0.0028356286730427584 5.5756372523047226e-05 -0.00080678661003583487 -0.0016235069960235955 0.0007258900726202775 -0.0034668050763714698 -0.0010936323394387301 -0.00025373067358059898 0.00045100797213106208 -0.00078112730617357982 -0.00095626618525834414 0.00223740452738122 0.00035896581720921923 0.0014164368169517336 0.00081282402005578448 -0.00014621944102072976 0.0017129758589696205 0.00053580776290519997 -0.0010565547774601758 0.0010543056178919589
leaf_weight=6116.4344990253448 46.566319465637207 43.696264028549194 39.683952927589417 37.350646257400513 68.912386298179626 59.891894459724426 46.761500835418701 62.273996472358704 28.086177706718445 46.517524123191833 1541.8919044733047 63.855410218238831 46.712705492973328 103.83213520050049 139.11341428756714 49.143602848052979 54.249374270439148 58.359276056289673 442.73158371448517 43.745059370994568 209.80239570140839 140.04052579402924 70.347414016723633
leaf_count=3026 25 15 12 24 26 33 33 23 21 23 823 34 31 58 51 23 17 24 225 17 96 89 31
internal_value=0 -0.000308173 -0.00119624 -0.00175568 0.000666586 7.80727e-06 -6.9681e-05 -0.000769216 -0.00165597 -5.21088e-05 -2.396e-05 0.000164174 0.000308853 0.00075046 0.00120063 0.00174705 0.000115438 -0.000319717 -0.000123246 2.09635e-05 -0.000159167 -0.000584422 0.000321878
internal_weight=0 236.21 123.601 83.917 112.609 9323.79 3207.36 196.77 87.9781 108.792 3010.59 1258.89 1055 521.758 305.317 188.257 216.441 162.191 533.238 486.477 1751.69 203.896 117.06
internal_count=4780 102 61 49 41 4678 1652 100 54 46 1552 633 510 235 136 74 99 82 275 242 919 123 62
is_linear=0
shrinkage=0.05


Tree=617
num_leaves=24
num_cat=0
split_feature=98 117 59 11 149 141 105 150 72 101 92 29 82 83 141 0 25 102 107 1 99 117 143
split_gain=0.00942676 0.0344546 0.0677529 0.0537568 0.0525331 0.0732044 0.0863204 0.104403 0.046974 0.0463089 0.0459579 0.0418935 0.0411473 0.0680073 0.0391662 0.0363329 0.0520686 0.0600311 0.0940524 0.0608465 0.0583837 0.0565314 0.0628926
threshold=0.010180860292166473 0.0023699469165876512 0.0019672545604407792 0.00044738779251929378 0.010180860292166473 0.0005893622583243997 0.00017767510871635753 0.0025217677466571335 0.0042751494329422721 0.00040826165059115743 0.00082683752407319855 0.0010585968848317864 0.00085274505545385193 0.011519505176693203 0.0034400182776153092 0.0051502294372767219 0.0014881226234138014 0.0014427106943912806 0.0058306583669036635 0.00070876078098081063 0.0014881226234138014 0.04673989117145539 0.0049928687512874612
decision_type=2 2 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 5 -3 -7 14 11 10 -6 -2 -13 -14 -8 16 17 20 -19 -20 -5 22 -18
right_child=1 2 3 15 9 6 7 -9 -10 -11 -12 12 13 -15 -16 -17 21 18 19 -21 -22 -23 -24
leaf_value=3.3052257166113384e-05 -0.00051787090232013563 0.00019680044375682974 -0.0014107759655044734 -0.0002591719115596923 -0.0019527716179115616 -0.0030953520633964994 -0.0013746482320082349 2.1708932261096448e-05 -0.00076388544053739189 3.0630737668061844e-05 -8.2006211290549456e-05 0.0020912591095574792 0.0013161184436914575 -0.00055523120669396608 -0.0036894058638158147 0.00052422701313176786 -0.002279972034861934 -0.0024103576281059337 0.0012863858331775664 -0.00087293496867307026 0.0008285272017372014 0.00068937129879449071 -0.00046075055083278802
leaf_weight=6624.365576505661 64.851279854774475 98.043228983879089 59.745508432388306 184.29350137710571 66.383898258209229 58.554457426071167 42.602803707122803 118.10478448867798 75.794752836227417 485.71588039398193 64.948870539665222 56.875452995300293 121.62914216518402 80.802933573722839 32.000898122787476 403.96587252616882 59.891894459724426 50.529835224151611 60.838968753814697 70.347414016723633 373.20482075214386 76.741827130317688 229.76636052131653
leaf_count=3663 21 36 27 73 30 32 24 51 39 157 25 17 34 29 20 143 33 26 18 31 120 24 107
internal_value=0 -7.45836e-05 -0.000142614 6.02006e-05 -0.000471977 -0.000961953 -0.0014141 -0.000903252 0.000356722 -0.000194605 -0.00102761 0.000618742 0.000903003 0.000569149 -0.00236755 0.000118418 -2.98548e-05 0.000211718 -0.000577501 0.000128471 0.000468964 -0.00051723 -0.000836906
internal_weight=0 2935.63 2535.68 1569.33 966.355 349.306 251.263 192.708 399.954 617.049 131.333 324.159 259.308 202.432 74.6037 1509.58 1105.61 739.215 181.716 131.186 557.498 366.4 289.658
internal_count=4780 1117 977 602 375 163 127 95 140 212 55 101 80 63 44 575 432 268 75 49 193 164 140
is_linear=0
shrinkage=0.05


Tree=618
num_leaves=24
num_cat=0
split_feature=143 101 31 117 108 147 10 98 73 40 29 140 117 116 63 109 93 133 95 38 17 63 25
split_gain=0.00865213 0.0449077 0.0551281 0.0357658 0.0418211 0.0738238 0.0330224 0.0396105 0.0321158 0.0259197 0.048649 0.055674 0.0548457 0.0539608 0.0525646 0.0564346 0.0447508 0.0376047 0.0358827 0.0580667 0.0775003 0.0598441 0.037568
threshold=0.00017767510871635753 0.000490355829242617 0.00082683752407319855 0.0084566329605877417 0.00017767510871635753 0.0013146653072908523 0.0020292587578296666 0.0037758676335215573 0.00050559637020342063 0.00017767510871635753 0.0020292587578296666 0.0038949446752667431 0.00062670491752214741 0.00087947337306104611 0.00017767510871635753 0.0026012937305495147 0.18012819439172748 0.0037758676335215573 0.0058306583669036635 0.0019672545604407792 0.000490355829242617 0.00052132029668428015 0.0010585968848317864
decision_type=2 2 2 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 -6 -8 10 11 14 13 -12 15 -2 -11 -18 19 20 22 -22 -14
right_child=9 2 -4 -5 6 -7 8 -9 -10 16 12 -13 18 -15 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=-0.002896095905091173 0.0018727721011698676 0.00075016263039262251 -0.0010246879642023547 -0.0016406525844769088 -0.00022420089953076878 -6.4001140322878276e-05 -0.0016383881798985199 0.0018253741176546892 0.00033827378568158895 -9.780826031216946e-06 -0.0025791230647387621 0.0017249944328618641 0.00057624823935364629 -4.4727757077848025e-05 -0.000748358078915145 -0.00053166116479895866 -0.00017224420338598503 -0.0024011229840620691 -0.00073880442551909004 0.0015552121139200438 -0.0025115752608683988 -0.00023980046661981275 -0.00060620292485596375
leaf_weight=37.253055572509766 66.383898258209229 185.3869616985321 57.265815734863281 62.469177842140198 48.001347184181213 60.184666514396667 38.639287948608398 46.322342753410339 43.891445398330688 7676.6889917850494 37.399441599845886 103.39297711849213 466.58143639564514 47.903756499290466 74.408520460128784 38.590492606163025 39.879134297370911 36.013209223747253 95.807512998580933 80.802933573722839 41.362957358360291 96.900973320007324 78.469626903533936
leaf_count=20 30 64 33 31 30 45 23 15 23 3902 26 40 180 26 36 21 20 23 52 29 27 43 41
internal_value=0 -0.000187267 0.0003313 -0.000560919 -0.000315013 -0.00114679 0.000143252 0.000782345 -0.000587161 1.20822e-05 0.000225512 0.000800892 5.33812e-05 -0.00115588 0.000268256 0.000988859 -2.17251e-05 -0.00122991 0.000173338 0.000287705 0.000137821 -0.000919423 0.000406014
internal_weight=0 579.414 242.653 336.761 274.292 97.4377 176.854 94.3237 82.5307 8980.59 1228 282.776 945.229 85.3032 179.383 104.974 7752.58 75.8923 859.925 764.118 683.315 138.264 545.051
internal_count=4780 284 97 187 156 65 91 45 46 4496 551 127 424 52 87 51 3945 43 372 320 291 70 221
is_linear=0
shrinkage=0.05


Tree=619
num_leaves=24
num_cat=0
split_feature=74 79 25 130 78 68 83 150 126 32 98 27 60 50 28 96 63 124 65 29 96 141 118
split_gain=0.00902539 0.0145215 0.0199849 0.00955126 0.0197319 0.0211874 0.037916 0.0189792 0.0199928 0.0215665 0.0186944 0.0177947 0.0412918 0.0329953 0.0355129 0.0347057 0.0306787 0.0560562 0.0444651 0.0610644 0.051837 0.0467809 0.0425313
threshold=0.013860232196748258 0.0066005610860884198 0.0051502294372767219 0.00055427959887310873 0.0022272822679951791 0.0017376682371832433 0.0063990866765379914 0.00899649551138282 0.00082683752407319855 0.002945306478068233 0.0044099434744566688 0.010180860292166473 0.0014881226234138014 0.012636432424187662 0.0092791137285530585 0.0037758676335215573 0.00085274505545385193 0.00747153488919139 0.00099512818269431613 0.0017376682371832433 0.0026833302108570938 0.0044099434744566688 0.0023699469165876512
decision_type=2 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 11 -5 6 -6 8 9 -7 -11 -1 16 15 -15 -14 17 22 19 -18 -20 -21 -13
right_child=1 -3 -4 4 5 7 -8 -9 -10 10 -12 12 13 14 -16 -17 18 -19 20 21 -22 -23 -24
leaf_value=1.4627100930825729e-06 0.0017087384546394938 -0.00051346624898264111 9.1433722693074049e-05 0.00065490686239243613 0.00010144329131123623 5.8074838917779327e-05 0.0016501275943371558 -0.0012345420209828257 0.00032881239810382654 -0.00049867329829682652 -0.002085206199707573 -0.0024317679734488853 -0.0011593852652268687 -0.002648070018009784 -0.00065966509164618568 0.00053308371527696337 -0.00079274638483600507 0.00079343365588221786 0.00019382198631511592 0.0015794062353656679 -0.0019275827583518413 5.4299309785964943e-05 -0.00026403581724550443
leaf_weight=7895.6205630302429 34.529386162757874 28.086177706718445 42.749189734458923 160.70758819580078 228.06739330291748 98.531182408332825 47.806165814399719 40.123111009597778 156.93925380706787 54.786123037338257 28.086177706718445 46.761500835418701 60.038280487060547 41.314162015914917 49.192398190498352 61.131740808486938 64.148182272911072 43.940240740776062 78.518422245979309 125.88542997837067 45.472859144210815 83.721784353256226 43.842650055885315
leaf_count=3834 16 21 30 75 145 56 22 30 82 39 21 33 39 25 25 30 46 25 43 47 34 41 21
internal_value=0 0.000460202 0.000814073 -5.12861e-06 0.00015849 3.65688e-05 0.000369815 -0.000206343 -8.44117e-05 -0.000441908 -0.00103636 -2.05642e-05 -0.000254332 -0.000845027 -0.00156733 -0.000305514 -1.94303e-05 -0.000672087 0.000201342 0.000557129 -0.000584187 0.000970245 -0.00138282
internal_weight=0 105.365 77.2786 9454.64 815.047 654.339 275.874 378.466 338.343 181.403 82.8723 8639.59 743.968 211.677 90.5066 121.17 532.291 134.544 397.747 273.755 123.991 209.607 90.6042
internal_count=4780 67 46 4713 470 395 167 228 198 116 60 4243 409 119 50 69 290 79 211 134 77 88 54
is_linear=0
shrinkage=0.05


Tree=620
num_leaves=24
num_cat=0
split_feature=145 106 92 40 148 63 50 81 128 132 71 2 135 144 81 118 8 17 142 116 106 45 143
split_gain=0.00868874 0.0347139 0.0655482 0.0574422 0.0417506 0.031959 0.0357688 0.059252 0.0401752 0.0371049 0.0365387 0.0454925 0.0304959 0.0304067 0.0297923 0.0260787 0.0413632 0.0730146 0.0369856 0.0323571 0.0222489 0.0515267 0.0513839
threshold=0.012636432424187662 0.020035739988088611 0.0041444667149335155 0.00099512818269431613 0.0051502294372767219 0.0060143163427710542 0.00047558375808876013 0.0010263677686452868 0.0084566329605877417 0.0015349716995842757 0.004017772153019906 0.00057154725072905432 0.00085274505545385193 0.00039601318712811922 0.0035485138650983576 0.0012745757703669371 0.00244467705488205 0.0028552538715302949 0.0020932231564074759 0.00057154725072905432 0.013439828064292671 0.010180860292166473 0.010180860292166473
decision_type=2 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 5 4 -4 13 6 7 -2 10 -10 11 -8 -6 -3 -9 16 18 -18 -12 -20 21 -1 -22
right_child=1 2 3 -5 12 -7 8 14 9 -11 15 -13 -14 -15 -16 -17 17 -19 19 -21 22 -23 -24
leaf_value=-1.1522650540987992e-05 -0.0019239716604597769 -0.0015913161463344664 -0.00053912224134514326 -0.0032295360175999947 0.0012598252622140597 -0.00080313071942273134 0.002398421662881468 0.00131329568405143 -0.0016652004283309555 0.00029703380797492838 0.0013337918325544368 0.00039704615852449108 -0.00013133634863810565 0.00026567332946295173 -0.00067519574841669273 0.0011408725659403048 -0.0017923017598634819 0.00098407244375452022 -0.00080428042960758355 0.00061838667230109127 -2.9823277244879834e-05 -0.00047202767675836579 0.00060770168421201646
leaf_weight=6112.2358763217926 42.749189734458923 49.289988875389099 55.879583358764648 30.761051774024963 82.140370607376099 62.566768527030945 60.887764096260071 41.167775988578796 37.350646257400513 67.867721319198608 103.29538643360138 53.20470929145813 75.69716215133667 39.879134297370911 34.724567532539368 112.55985498428345 55.928378701210022 41.070185303688049 59.745508432388306 120.73086321353912 1102.7534365653992 674.46972072124481 443.04431855678558
leaf_count=3123 30 29 30 23 30 35 20 19 24 37 36 28 35 20 24 39 32 15 27 51 530 359 184
internal_value=0 0.000124193 -0.000311018 -0.00149433 0.000104044 0.000286644 0.000368666 -0.000435165 0.00050249 -0.000399524 0.000658737 0.00146512 0.000592639 -0.000760814 0.000403461 0.000472245 0.000274591 -0.000616756 0.000579271 0.000147422 -1.82954e-05 -5.72881e-05 0.000152899
internal_weight=0 1227.5 333.647 86.6406 247.007 893.849 831.283 118.642 712.641 105.218 607.423 114.092 157.838 89.1691 75.8923 493.33 380.77 96.9986 283.772 180.476 8332.5 6786.71 1545.8
internal_count=4780 584 167 53 114 417 382 73 309 61 248 48 65 49 43 200 161 47 114 78 4196 3482 714
is_linear=0
shrinkage=0.05


Tree=621
num_leaves=24
num_cat=0
split_feature=134 88 56 40 63 88 33 80 75 14 46 110 100 141 103 10 134 42 34 101 100 94 35
split_gain=0.00875932 0.02149 0.0234788 0.040495 0.0442032 0.0391787 0.0497992 0.0300457 0.0502314 0.0299746 0.0260938 0.0340811 0.0306715 0.0411074 0.0305682 0.0266897 0.0260314 0.0253352 0.0274161 0.0233677 0.0227252 0.0256829 0.0244416
threshold=0.00017767510871635753 0.011519505176693203 0.00017767510871635753 0.00747153488919139 0.0030382014811038975 0.00017767510871635753 0.0053125319536775359 0.0098710241727530974 0.0005375427135732026 0.00093549740267917525 0.0010918468469753864 0.011519505176693203 0.0013986918493174019 0.0034400182776153092 0.00096484774257987748 0.0058306583669036635 0.0005893622583243997 0.0051502294372767219 0.0079489401541650313 0.0030382014811038975 0.0021592099219560628 0.015200819820165636 0.002945306478068233
decision_type=2 2 2 2 2 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 -6 15 12 13 -12 17 -4 -7 20 -19 -16 -14 22 -22
right_child=1 -3 10 -5 9 16 -8 -9 -10 -11 11 -13 14 -15 19 -17 -18 18 -20 -21 21 -23 -24
leaf_value=-2.2584844447752551e-05 -0.0014959407046085569 -0.00053975216109227104 -0.00012122709803767346 -0.00090682531722689253 0.00070092891641758653 0.0013729447789294241 -0.0013834186618022336 0.00091893588248263326 0.00084816539891095256 0.0020750110511469559 0.0016715050885908146 -0.00091772980631665249 -0.0018698377399454357 0.00020723777775515833 -0.00010431471468803277 -0.0017914894505183729 -5.0088143462657964e-05 0.0011548850151943376 -0.00023356758220141407 0.0009071029904663087 -4.1852421081099297e-06 0.0006948004550556882 -0.0013460180217846991
leaf_weight=7818.8876056671143 47.854961156845093 121.56038403511047 62.517973184585571 54.542146325111389 113.99488270282745 92.693480849266052 62.420382499694824 87.538914084434509 43.745059370994568 60.887764096260071 71.587260365486145 77.32737123966217 32.098488807678223 145.04870653152466 103.68574917316437 38.736878633499146 49.192398190498352 50.334653854370117 121.07243061065674 127.12527632713318 61.229331493377686 39.781543612480164 76.136320233345032
leaf_count=3918 24 85 33 29 44 32 29 36 17 20 28 48 24 79 52 27 25 18 65 44 34 16 53
internal_value=0 0.000101423 0.000149548 0.000393539 0.000520569 0.000220118 -0.00016723 0.000256547 -0.000376475 0.00117933 1.00616e-06 8.61345e-05 0.000179875 0.000691104 -1.24936e-06 -0.000760216 0.000879574 -0.000276535 0.000174159 0.00045275 -0.000645728 -0.000423924 -0.00074791
internal_weight=0 1741.11 1619.55 612.87 558.328 383.445 241.559 179.139 91.6 174.883 1006.68 905.427 828.1 216.636 611.464 101.255 141.886 380.653 171.407 230.811 209.246 177.147 137.366
internal_count=4780 862 777 256 227 163 106 77 41 64 521 461 413 107 306 60 57 210 83 96 127 103 87
is_linear=0
shrinkage=0.05


Tree=622
num_leaves=24
num_cat=0
split_feature=110 108 51 142 58 118 50 102 94 88 71 107 2 89 114 14 89 53 98 94 9 42 115
split_gain=0.00902973 0.0271352 0.0387569 0.030707 0.0225162 0.0315835 0.020321 0.0194291 0.0263546 0.0143504 0.0234362 0.0229864 0.0247252 0.0366374 0.0259127 0.0619876 0.0352021 0.0344893 0.0269146 0.0518681 0.0508393 0.0380232 0.0370199
threshold=0.024066280573606495 0.0068083447404205808 0.0049928687512874612 0.0056525857653468856 0.0020932231564074759 0.0016846025246195497 0.00244467705488205 0.0025217677466571335 0.0033348383149132137 0.0062037324532866487 0.15819545835256579 0.010829726699739696 0.00052132029668428015 0.00075379351619631063 0.0011261500185355546 0.007706565549597145 0.0015349716995842757 0.001792412775103003 0.00017767510871635753 0.015200819820165636 0.0010263677686452868 0.0020932231564074759 0.0046923852059990176
decision_type=2 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 4 -2 5 6 -3 8 -6 -1 11 12 14 -14 15 17 18 -11 20 22 21 -16 -20
right_child=1 2 -4 -5 7 -7 -8 -9 -10 10 -12 -13 13 -15 16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-4.0444326849209029e-05 0.0017438459528005832 -0.00018457170265106954 0.0010284900638975977 0.00010311467109709126 -0.0020541519646504018 -0.0011458710492350079 0.0012125567292104447 0.00012550061592747362 -0.0004054853957698562 -0.0011099847495275356 0.0013035092745124733 -0.00078825598226423444 0.0015703181300463775 0.0002502287058403539 -0.00079808628279956799 0.0023366876997306146 0.00021333830892547177 0.00070357653930663779 -0.0013599116458347992 -0.0025357841163106266 0.0020502487764913562 0.0011195470497067789 -8.9377681213274979e-05
leaf_weight=7460.2504295110703 54.395760297775269 45.375268459320068 73.119878768920898 59.9406898021698 41.362957358360291 33.387130498886108 61.034150123596191 49.241193532943726 58.554457426071167 41.314162015914917 41.021389961242676 70.688981413841248 66.432693600654602 251.70210182666779 92.234359979629517 39.73274827003479 553.57250869274139 71.733646392822266 77.522552609443665 32.098488807678223 29.22843337059021 35.915618538856506 220.14036178588867
leaf_count=3534 23 30 37 35 27 23 26 27 32 25 13 45 32 145 67 14 355 34 56 24 14 19 143
internal_value=0 0.000212186 1.35674e-07 0.000883695 -0.000260089 0.000195821 0.000616791 -0.000687382 -0.00108799 -1.11286e-05 0.000123595 9.30062e-05 0.000134217 0.000525889 2.9814e-05 0.000637876 -5.94518e-05 4.07971e-05 -0.000369443 -0.000626193 0.000168535 -0.000260646 -0.000420272
internal_weight=0 476.411 362.075 114.336 288.955 139.797 106.409 149.159 99.9174 9083.59 1623.34 1582.32 1511.63 318.135 1193.49 152.781 1040.71 113.048 487.14 329.761 157.378 128.15 297.663
internal_count=4780 260 202 58 165 79 56 86 59 4520 986 973 928 177 751 73 678 59 323 223 100 86 199
is_linear=0
shrinkage=0.05


Tree=623
num_leaves=24
num_cat=0
split_feature=94 12 61 137 111 79 58 118 75 38 27 1 69 92 112 148 57 101 19 109 58 42 88
split_gain=0.00916842 0.0603187 0.041969 0.0284291 0.0107338 0.0143195 0.0327001 0.0362609 0.0230609 0.0325462 0.0169651 0.0322565 0.038126 0.0438987 0.0420089 0.0425961 0.0374745 0.0429511 0.0339773 0.0408997 0.0498198 0.0428734 0.0412499
threshold=0.055838862434029586 0.0038949446752667431 0.0016846025246195497 0.00037263428384903824 0.0035485138650983576 0.020035739988088611 0.0053125319536775359 0.0023699469165876512 0.0095705352723598498 0.0022272822679951791 0.0036604277556762104 0.0018488886416889729 0.0012745757703669371 0.055838862434029586 0.00244467705488205 0.0045489775948226461 0.00040826165059115743 0.0042751494329422721 0.0054799309000372895 0.0092791137285530585 0.013860232196748258 0.001792412775103003 0.023343417793512348
decision_type=2 2 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 10 8 -8 -7 -10 -1 12 13 18 15 -14 17 -17 19 20 22 -22 -12
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 11 -13 14 -15 -16 16 -18 -19 -20 -21 21 -23 -24
leaf_value=-1.48072909423824e-05 -0.002226634908974246 0.00090341337748740163 0.00015472859198514721 -0.00052522802462812786 -0.00048734444428614511 -0.00083446841874648594 -0.0017600750233155685 8.1330150614449754e-05 -8.7709800813751137e-05 0.0012856389243351451 -0.00034892521953256637 0.00031355229202244993 -0.0019726111612016367 -0.0015010897564260613 0.00079467489846644197 -0.0014121102667775576 0.00029276725316825685 0.00024153764006856743 0.00090736085446120455 -0.00072851275488635845 0.00015209213412575832 0.002032002839886987 0.0013066647725413973
leaf_weight=6398.2056480646133 55.879583358764648 71.636055707931519 64.900075197219849 43.793854713439941 108.18601369857788 68.111698031425476 65.485619306564331 45.180087089538574 207.05876350402832 54.493350982666016 221.38020813465118 1270.2746331691742 52.062453627586365 37.399441599845886 58.45686674118042 120.02776563167572 112.95021772384644 58.359276056289673 155.21145403385162 123.79610002040863 56.97304368019104 64.851279854774475 45.326473116874695
leaf_count=3058 30 30 23 19 75 47 47 22 145 27 140 669 35 26 28 76 55 24 65 69 21 21 28
internal_value=0 -0.000307635 -0.000834784 -0.00147908 7.79365e-06 1.36063e-05 -0.00026463 -0.00100831 -1.49831e-05 0.000198422 2.75678e-05 0.000141626 -5.56949e-05 0.000165873 -0.00044437 -0.000655293 -0.000419886 -0.00087112 0.000259266 6.29236e-05 0.000315096 0.00115283 -6.75597e-05
internal_weight=0 236.21 164.574 99.6734 9323.79 9215.6 440.33 110.666 329.664 261.552 8775.27 2377.07 1106.79 704.938 401.857 343.4 291.337 178.387 667.539 512.327 388.531 121.824 266.707
internal_count=4780 102 72 49 4678 4603 288 69 219 172 4315 1257 588 370 218 190 155 100 344 279 210 42 168
is_linear=0
shrinkage=0.05


Tree=624
num_leaves=24
num_cat=0
split_feature=50 50 94 108 14 135 26 102 99 149 150 12 107 95 0 141 34 15 69 99 95 47 1
split_gain=0.00953239 0.036226 0.0643812 0.0506009 0.0435812 0.0285642 0.0280548 0.0312193 0.0460714 0.0522737 0.0841487 0.0529877 0.0596506 0.0396372 0.0711406 0.0879537 0.062126 0.0716588 0.0452374 0.0756453 0.0645146 0.0549305 0.0668813
threshold=0.0033348383149132137 0.0028552538715302949 0.015200819820165636 0.0022975050378590827 0.00047558375808876013 0.1067372113466263 0.00017767510871635753 0.0025217677466571335 0.00017767510871635753 0.00017767510871635753 0.007706565549597145 0.0053125319536775359 0.0068083447404205808 0.0027679565828293566 0.007706565549597145 0.00046126570669002836 0.0060143163427710542 0.0027679565828293566 0.0012745757703669371 0.00099512818269431613 0.0019071503775194289 0.0023699469165876512 0.0027679565828293566
decision_type=2 2 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 13 9 -9 11 12 -11 18 15 -15 17 -17 20 -20 21 -1 -23
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 22 -24
leaf_value=9.8931877723665794e-05 -4.0686290117181252e-05 0.0021031712078545227 0.0023305820019218072 -0.00019189864166303089 0.00024318003328774632 0.0013429878171034814 -0.00038213102398655966 1.7970417905051712e-05 -1.2770405041446831e-05 0.0028770549543812671 -0.00056840632561934445 0.00031674882910651733 0.0010219613383924402 -0.0012574234757603353 -0.0010839849814947282 3.1463022194133914e-05 -0.00035611508528846515 0.0021718497898034045 0.0011023181540656716 -0.00053280647445322533 -0.002483496600957839 -0.00092730007851808726 0.00079633571785175678
leaf_weight=407.45030462741852 5744.9597012996674 56.924248337745667 43.696264028549194 207.37149834632874 70.493800044059753 39.73274827003479 431.52417123317719 241.29537761211395 842.33248472213745 82.237961292266846 67.770130634307861 75.989934206008911 91.600020527839661 48.001347184181213 69.302749037742615 55.928378701210022 57.217020392417908 129.99533176422119 146.09337151050568 137.12167501449585 36.110799908638 411.65779709815979 65.19284725189209
leaf_count=232 2654 19 15 104 37 14 250 149 512 34 33 47 41 30 42 32 31 54 68 77 27 243 35
internal_value=0 6.12683e-05 0.000525535 0.000289943 0.00107413 1.01362e-05 -5.45423e-06 4.93616e-05 0.000220766 0.000572738 0.000994224 0.00141811 0.00189956 -0.000104197 0.000355763 0.000698477 0.00108462 0.00152799 -0.000241939 0.000310655 -0.000411974 -0.000327383 -0.000691652
internal_weight=0 3815.04 378.486 334.79 127.418 3436.55 3396.82 2965.3 1401.23 558.893 317.598 249.828 173.838 1564.07 360.445 291.142 243.141 185.924 1203.63 283.215 920.412 884.301 476.851
internal_count=4780 2126 175 160 56 1951 1937 1687 816 304 155 122 75 871 189 147 117 86 682 145 537 510 278
is_linear=0
shrinkage=0.05


Tree=625
num_leaves=24
num_cat=0
split_feature=70 144 78 10 24 42 69 40 52 140 114 30 112 114 11 36 69 11 26 44 69 50 52
split_gain=0.00873378 0.0251719 0.0440645 0.0401971 0.0349285 0.0358851 0.0423263 0.038788 0.0339242 0.04257 0.0319912 0.0303344 0.0410972 0.0257446 0.0224659 0.0218734 0.0195758 0.0221267 0.0189246 0.018693 0.0175455 0.0170071 0.0366131
threshold=0.0084566329605877417 0.013032016810029747 0.0068083447404205808 0.037906534969806678 0.001792412775103003 0.00060774214216507982 0.0005375427135732026 0.0020932231564074759 0.0026012937305495147 0.0079489401541650313 0.0028552538715302949 0.00050559637020342063 0.0014881226234138014 0.0066005610860884198 0.00747153488919139 0.00075379351619631063 0.00039601318712811922 0.0062037324532866487 0.012636432424187662 0.0098710241727530974 0.0030382014811038975 0.0033348383149132137 0.0011615398107096555
decision_type=2 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 16 -6 7 -7 9 20 11 15 19 14 -12 -4 -2 -18 21 -13 -8 -1 -23
right_child=1 -3 10 -5 5 6 8 -9 -10 -11 13 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=7.2212813569047003e-05 0.00044406444058296885 0.0010737444805328257 -0.00077844837570983634 -0.00091708158820145785 -0.00068380063296985885 0.00057129073342341175 -0.00034036431579817484 0.0018889110287585418 0.00066494076502821877 -0.0015700011038047657 7.3141588051521455e-05 -0.002358888018217549 0.00032286430407838955 -0.000518596057275404 0.001743416385597256 0.00039342289452850681 -0.0015846220304444492 7.3710778572159257e-06 -0.0009375322519895265 -0.00088252488270372227 0.00074652198311121157 -0.00039698606498587996 -1.469010243742239e-05
leaf_weight=3354.9707919359207 45.131291747093201 65.144051909446716 82.481938004493713 67.818925976753235 61.131740808486938 129.8001503944397 74.359725117683411 98.043228983879089 272.97467112541199 43.891445398330688 43.940240740776062 56.17235541343689 30.614665746688843 61.42451286315918 37.155464887619019 76.985803842544556 46.517524123191833 41.118980646133423 55.830788016319275 34.675772190093994 74.164543747901917 743.89002323150635 3961.7613261938095
leaf_count=1890 20 33 44 35 30 46 34 36 102 23 25 42 17 42 16 34 23 17 28 22 26 352 1843
internal_value=0 0.000113321 6.79307e-05 0.000256182 0.000345874 0.000477494 0.000579901 0.00113828 0.000306535 -0.000201925 -0.000356607 -0.000666151 -0.00126147 0.000253556 0.000838408 -0.000212707 -0.000401968 -0.00083766 -2.01546e-05 -0.00179538 0.000202365 -1.38005e-05 -7.51251e-05
internal_weight=0 1443.55 1378.4 954.952 887.133 754.366 693.234 227.843 465.39 192.416 423.451 280.931 121.463 142.52 81.0957 159.468 132.768 87.6365 8116.45 90.8481 148.524 8060.62 4705.65
internal_count=4780 667 634 392 357 297 267 82 185 83 242 159 81 83 41 78 60 40 4113 64 60 4085 2195
is_linear=0
shrinkage=0.05


Tree=626
num_leaves=24
num_cat=0
split_feature=69 17 146 105 60 146 117 34 112 92 82 91 113 58 5 61 115 29 117 35 142 131 24
split_gain=0.00839226 0.0330653 0.0791129 0.0356224 0.0322842 0.0453489 0.0474614 0.035185 0.051388 0.0518121 0.0367195 0.0310431 0.0619268 0.0300126 0.0265762 0.0270598 0.0439927 0.0383942 0.0683397 0.0306318 0.0268255 0.0259073 0.0177259
threshold=0.00747153488919139 0.19438949227333072 0.0051502294372767219 0.0019672545604407792 0.013860232196748258 0.0021592099219560628 0.012636432424187662 0.0030382014811038975 0.00040826165059115743 0.011169348377734424 0.0012357163941487672 0.0012745757703669371 0.0020932231564074759 0.021960759535431865 0.0037758676335215573 0.0048403022810816774 0.0011980500421486797 0.0036604277556762104 0.010829726699739696 0.0033348383149132137 0.0079489401541650313 0.0045489775948226461 0.0044099434744566688
decision_type=2 2 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 -3 7 -6 -7 8 9 -2 -10 12 -9 14 15 16 -13 -18 19 -19 -16 -17 -1
right_child=4 2 -4 -5 5 6 -8 11 10 -11 -12 13 -14 -15 20 21 17 18 -20 -21 -22 -23 -24
leaf_value=4.4223985678977566e-05 -0.0011489984819224809 -0.00081343984319993522 0.00094177222697705305 -0.00306173027760674 0.00054855345831966186 -0.00016618414465368041 -0.0023934831422350493 0.00037305335469435064 0.0026140126696719938 0.0013105979577988514 0.00079794313805164538 0.00045655386322568164 -0.0021481706229728738 -0.0010783247687595403 0.00020489808148605422 0.0012943610709391881 0.00032375429443504676 0.0005179343352288378 -0.0024182516089249189 -0.0014759294966931692 0.0016346968294363084 -4.8149009357046533e-05 -0.00011257283666581369
leaf_weight=5596.0916417837143 50.529835224151611 37.301850914955139 38.492901921272278 33.387130498886108 58.310480713844299 50.578630566596985 45.375268459320068 54.493350982666016 45.033701062202454 37.155464887619019 72.875902056694031 197.81425774097443 44.037831425666809 43.793854713439941 66.335102915763855 82.189165949821472 77.229780554771423 55.781992673873901 56.074764728546143 29.423614740371704 64.900075197219849 63.855410218238831 2658.9379531145096
leaf_count=2849 26 22 17 23 22 28 30 27 16 16 27 89 29 19 28 32 44 26 38 22 23 34 1293
internal_value=0 -1.77131e-05 -0.00088214 -0.00187533 0.000123898 -0.000551157 -0.00121944 0.000223884 0.000809877 -0.000106778 0.00149156 7.97599e-05 -0.00075379 0.000191139 0.000271292 0.00012178 -8.36423e-05 -0.000572674 -0.0010627 -0.000170596 0.00091198 0.000707372 -6.28014e-06
internal_weight=0 8364.21 109.182 70.689 1195.79 154.264 95.9539 1041.52 205.595 87.6853 117.91 835.929 98.5312 737.398 693.604 562.369 416.324 218.51 141.28 85.2056 131.235 146.045 8255.03
internal_count=4780 4204 62 45 576 80 58 496 85 42 43 411 56 355 336 285 219 130 86 48 51 66 4142
is_linear=0
shrinkage=0.05


Tree=627
num_leaves=24
num_cat=0
split_feature=81 0 87 46 98 45 147 102 43 78 20 40 20 107 133 65 27 87 106 82 8 21 21
split_gain=0.00860796 0.0235086 0.0223683 0.048598 0.0366895 0.0340307 0.0466438 0.0423108 0.0388176 0.032118 0.0384574 0.0342895 0.0313197 0.0288123 0.026913 0.0263189 0.0284669 0.02958 0.0189679 0.0177312 0.0412674 0.0456494 0.0793913
threshold=0.013860232196748258 0.0013146653072908523 0.00055427959887310873 0.0016846025246195497 0.034632634371519096 0.0014427106943912806 0.011169348377734424 0.0036604277556762104 0.0019672545604407792 0.0031340263085439806 0.00080172589514404546 0.0056525857653468856 0.00017767510871635753 0.00087947337306104611 0.0087224207818508166 0.0012745757703669371 0.0026012937305495147 0.0048403022810816774 0.0026012937305495147 0.0049928687512874612 0.00747153488919139 0.000490355829242617 0.001792412775103003
decision_type=2 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 12 5 6 13 15 -9 -5 11 -11 14 -4 -3 16 18 -18 -7 -1 -21 -22 -23
right_child=1 2 4 9 -6 7 -8 8 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 22 -24
leaf_value=-5.9681300448989947e-05 0.0010686637181380929 -0.0015908540311168795 -0.00046158847595500991 -0.00035681560293065849 -0.0015160310182356065 -2.9819214867256641e-06 0.0006808705681814539 -8.1293734060706543e-05 -0.0018762501006331042 0.0025260116541243175 -6.4086349404301047e-06 0.00090192693127354021 0.0006052810033817203 -0.0022569186584994079 -7.4275259415025054e-05 0.0012378392002473334 -0.0010312897900404175 0.00058833494153486909 0.0012705974700754222 0.00023539466489618487 0.00068538750039185369 -0.0018350993852737866 -0.00013650613291014822
leaf_weight=6297.8557217121124 62.371587157249451 50.725016593933105 43.989036083221436 43.940240740776062 42.505213022232056 47.708575129508972 39.976724982261658 225.09974718093872 34.773362874984741 56.924248337745667 51.916067600250244 75.745957493782043 71.636055707931519 45.424063801765442 69.107567667961121 94.177303910255432 64.001796245574951 50.383449196815491 75.501980781555176 1546.2480062246323 94.079713225364685 90.65294623374939 285.25558114051819
leaf_count=3358 27 34 27 25 20 18 24 131 26 19 29 37 30 32 34 39 40 20 27 571 35 56 121
internal_value=0 0.000122562 7.2703e-05 0.000365786 -8.85107e-05 -4.35808e-06 -0.000738886 0.000156279 -0.000321475 0.000858095 0.0011473 0.00159877 -0.000221807 -0.00137366 -0.000716242 0.000530497 0.000250124 -0.000317891 0.000777453 -1.83665e-05 0.000110683 -0.000299614 -0.000546134
internal_weight=0 1245.91 1183.54 419.995 763.541 721.036 129.39 591.646 259.873 228.527 184.586 132.67 191.469 89.4131 119.833 331.773 237.596 114.385 123.211 8314.09 2016.24 469.988 375.909
internal_count=4780 639 612 208 404 384 83 301 157 110 85 56 98 59 68 144 105 60 45 4141 783 212 177
is_linear=0
shrinkage=0.05


Tree=628
num_leaves=24
num_cat=0
split_feature=94 61 144 143 8 77 72 29 57 109 75 69 116 61 148 61 106 61 23 28 147 59 34
split_gain=0.00869113 0.0666238 0.0320156 0.0305676 0.0108312 0.0261105 0.0296104 0.0209658 0.0127554 0.0358747 0.0290954 0.0175168 0.0129864 0.0780689 0.0774181 0.0719874 0.0529026 0.0975492 0.0322752 0.0477929 0.0367039 0.0421538 0.0440417
threshold=0.055838862434029586 0.0011615398107096555 0.00070876078098081063 0.0044099434744566688 0.033603202551603324 0.00068727668258361529 0.0033348383149132137 0.0023699469165876512 0.0023699469165876512 0.01884530205279589 0.0010918468469753864 0.04673989117145539 0.0072436286136507997 0.0011615398107096555 0.013032016810029747 0.00075379351619631063 0.00099512818269431613 0.0021592099219560628 0.013860232196748258 0.00085274505545385193 0.0019071503775194289 0.0056525857653468856 0.015200819820165636
decision_type=2 2 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 8 -6 -7 -8 11 10 -10 12 -1 14 15 -14 17 -15 19 -18 -20 -22 -23
right_child=1 2 -4 -5 5 6 7 -9 9 -11 -12 -13 13 16 -16 -17 18 -19 20 -21 21 22 -24
leaf_value=3.3183080810908316e-05 -0.0004466306401306225 -0.00040307491466605027 0.0013030698719810581 -0.0020458217415365359 0.0013077166913125103 0.00080374831950002503 0.00021596343923958861 -0.0013792283990052918 -0.0019385505388920137 0.00065068890862043406 -0.00036670538764619514 0.00068208667158682233 -0.00082899116210218926 0.0033468967094969094 -2.8782024600122683e-05 -0.0031553474215056223 -0.00084986526146283283 5.8963862131101824e-05 0.00040313778456838159 1.1523318570398242e-05 -0.0010858793825514277 -0.00047739806163630432 0.00095227418168626382
leaf_weight=6897.6263731718063 73.022288084030151 47.708575129508972 64.900075197219849 50.578630566596985 54.249374270439148 67.574949264526367 39.879134297370911 42.602803707122803 41.265366673469543 58.554457426071167 102.7386748790741 95.465945601463318 87.880481481552124 33.143153786659241 133.01177322864532 53.497481346130371 258.38928699493408 70.640186071395874 532.26223707199097 427.36547410488129 106.65339529514313 127.95479714870453 93.035048246383667
leaf_count=3400 33 18 23 28 17 25 20 24 23 32 67 38 50 13 70 40 150 43 235 241 66 78 46
internal_value=0 -0.000299521 0.000580233 -0.00110103 7.58808e-06 0.000367632 2.77674e-05 -0.00060797 -4.78082e-07 -0.00039282 -0.000817129 8.43444e-06 1.14416e-06 -0.000113727 -0.000894653 -0.00170929 1.61826e-05 0.00110896 -5.71921e-05 -0.000313044 0.000146844 -0.00026951 0.000124483
internal_weight=0 236.21 112.609 123.601 9323.79 204.306 150.057 82.4819 9119.48 202.558 144.004 8916.93 8821.46 1923.83 274.39 141.378 1649.44 103.783 1545.66 685.755 859.905 327.643 220.99
internal_count=4780 102 41 61 4678 86 69 44 4592 122 90 4470 4432 1032 160 90 872 56 816 391 425 190 124
is_linear=0
shrinkage=0.05


Tree=629
num_leaves=24
num_cat=0
split_feature=131 133 143 107 110 0 7 71 63 138 108 107 147 33 79 133 81 24 4 133 1 29 44
split_gain=0.00854458 0.0210791 0.0299355 0.0370666 0.0239439 0.0238623 0.0306362 0.0407929 0.023965 0.0222075 0.0244625 0.0190195 0.0330008 0.0204395 0.0240967 0.0154741 0.0442254 0.0643149 0.0505224 0.0498952 0.100561 0.0562015 0.0432734
threshold=0.020658296532928947 0.0087224207818508166 0.0056525857653468856 0.0027679565828293566 0.0012745757703669371 0.00068727668258361529 0.00073092587990686308 0.030689206905663017 0.00085274505545385193 0.00039601318712811922 0.0038949446752667431 0.0010263677686452868 0.0092791137285530585 0.0081988852471113222 0.0044099434744566688 0.0070226341485977182 0.0021592099219560628 0.0044099434744566688 0.00039601318712811922 0.012252715881913902 0.0010585968848317864 0.0027679565828293566 0.00244467705488205
decision_type=2 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 4 -4 -3 -2 7 8 -7 10 -8 12 -11 14 -13 -1 17 18 19 20 -17 -21 -19
right_child=1 2 3 -5 -6 6 9 -9 -10 11 -12 13 -14 -15 -16 16 -18 22 -20 21 -22 -23 -24
leaf_value=-6.220508925586071e-05 0.0011929876012924112 -0.00048571391420895618 -0.00030043142262077652 -0.0024550154207768357 0.0010251314748413991 -0.00045407399777731459 0.0020347650055086218 0.00047135247659458576 -0.0022186287063230585 0.0021661502379183083 0.00035766804501601593 -0.0012801355617215004 0.00017642424942053669 0.00061335256880191936 7.8331386975552479e-05 0.0024706227021248309 -1.0233357039344713e-05 0.00043231768042347428 0.0014975077369901581 -0.0018492138269805549 -0.00064576523039211497 0.00054919828905251975 -0.0012987067403940468
leaf_weight=5771.9413256645203 66.530284285545349 50.676221251487732 69.302749037742615 28.037382364273071 54.346964955329895 45.326473116874695 39.781543612480164 67.574949264526367 33.435925841331482 30.565870404243469 47.95255184173584 49.43637490272522 65.485619306564331 79.611882567405701 96.100285053253174 58.212890028953552 2448.8228225708008 75.599571466445923 165.76456427574158 42.70039439201355 46.615114808082581 57.070634365081787 69.107567667961121
leaf_count=2845 36 32 42 19 21 28 16 25 25 15 28 35 47 34 64 18 1238 31 67 28 27 25 34
internal_value=0 0.000153897 -0.000289352 -0.000921027 0.000296112 0.000298152 0.000190936 -0.00042991 -0.00120316 0.000413106 0.00111812 0.000220536 0.000809602 -3.07683e-05 -0.000383117 -1.45192e-05 7.83453e-05 0.000499479 0.000848718 0.000323074 0.00108482 -0.000477283 -0.000394365
internal_weight=0 824.165 202.363 97.3401 105.023 621.802 555.271 146.337 78.7624 408.934 87.7341 321.2 96.0515 225.149 145.537 8735.83 2963.89 515.071 370.364 204.599 104.828 99.771 144.707
internal_count=4780 467 114 61 53 353 317 78 53 239 44 195 62 133 99 4313 1468 230 165 98 45 53 65
is_linear=0
shrinkage=0.05


Tree=630
num_leaves=24
num_cat=0
split_feature=70 5 102 29 117 114 63 31 39 99 36 110 141 76 54 0 8 50 93 113 82 135 50
split_gain=0.00855374 0.0279838 0.0348066 0.0385763 0.0422665 0.0313069 0.0283446 0.027411 0.0370465 0.0556916 0.0338488 0.0280881 0.0212171 0.0345527 0.0566897 0.0290577 0.0303145 0.0234556 0.0202136 0.0201079 0.0216775 0.0190632 0.0165659
threshold=0.0084566329605877417 0.0044099434744566688 0.0028552538715302949 0.0087224207818508166 0.014293605927377941 0.00068727668258361529 0.0027679565828293566 0.00093549740267917525 0.0019071503775194289 0.0016846025246195497 0.00747153488919139 0.00899649551138282 0.00085274505545385193 0.0005893622583243997 0.004017772153019906 0.0013146653072908523 0.0044099434744566688 0.0010918468469753864 0.013032016810029747 0.0038949446752667431 0.00073092587990686308 0.00057154725072905432 0.0033348383149132137
decision_type=2 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 7 3 4 5 -3 -4 10 9 -9 11 12 15 14 17 -2 21 -14 -19 20 -10 -17 -1
right_child=1 2 6 -5 -6 -7 -8 8 19 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=6.4980331159636244e-05 0.00112687566241616 -0.00092756848205626874 -0.0012508197263615989 0.0015202744865319604 0.0012247737875549286 0.00066428715269711001 0.00047108009222599997 -0.00015998587997512718 0.00075517028392185878 0.0021010564463765399 0.0010700630177845792 -0.0014724688105491616 0.00049397605353946889 0.00024133908902560877 -0.0024973341802850702 -0.00016410800515544326 0.00057752588816912642 -0.001314739240284561 -0.00019822411264859899 0.00053912519862172421 -0.00068786529510718279 -0.0017719313823556873 -8.0028184492300763e-05
leaf_weight=3362.9466187953949 59.550327062606812 71.636055707931519 46.615114808082581 101.811563372612 80.656547546386719 54.298169612884521 49.046012163162231 49.241193532943726 33.338335156440735 60.936559438705444 47.757370471954346 48.050142526626587 50.481039881706238 125.98302066326141 40.074315667152405 41.167775988578796 67.672539949417114 78.762398958206177 83.526602983474731 100.9132844209671 118.64153325557709 33.387130498886108 4753.5063105821609
leaf_count=1894 19 30 27 29 23 19 19 27 21 22 20 32 24 51 28 19 29 53 33 46 73 23 2219
internal_value=0 0.000112147 0.000465242 0.000723697 0.000331129 -0.000241219 -0.000367992 -2.51069e-05 0.000325349 0.00109054 -0.000213218 -0.000310705 -0.000214559 -0.00043515 -0.00077222 0.00019959 -0.000188663 -0.000447303 -0.000740093 -8.02069e-06 -0.000371321 -0.000884122 -1.99458e-05
internal_weight=0 1443.55 404.063 308.402 206.591 125.934 95.6611 1039.48 363.071 110.178 676.413 628.655 580.605 378.827 252.844 201.778 142.227 212.77 162.289 252.893 151.98 74.5549 8116.45
internal_count=4780 667 147 101 72 49 46 520 189 49 331 311 279 189 138 90 71 110 86 140 94 42 4113
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
Column_71=219
Column_98=181
Column_50=180
Column_101=180
Column_58=177
Column_117=172
Column_5=169
Column_108=169
Column_19=166
Column_95=154
Column_8=152
Column_29=152
Column_99=151
Column_82=150
Column_110=148
Column_121=148
Column_149=147
Column_125=146
Column_51=145
Column_52=143
Column_143=142
Column_11=141
Column_60=139
Column_40=138
Column_44=138
Column_46=138
Column_92=138
Column_141=137
Column_115=135
Column_146=135
Column_4=133
Column_72=133
Column_47=132
Column_106=132
Column_133=131
Column_34=130
Column_93=128
Column_109=128
Column_1=127
Column_107=127
Column_39=126
Column_10=123
Column_0=122
Column_59=122
Column_78=122
Column_94=122
Column_27=118
Column_21=117
Column_53=117
Column_87=116
Column_61=115
Column_68=115
Column_100=115
Column_140=115
Column_148=115
Column_70=114
Column_102=114
Column_43=113
Column_17=112
Column_24=112
Column_113=112
Column_80=108
Column_81=108
Column_91=108
Column_144=107
Column_83=106
Column_145=106
Column_114=104
Column_150=104
Column_20=103
Column_142=103
Column_33=102
Column_131=102
Column_25=101
Column_37=101
Column_54=101
Column_77=101
Column_75=100
Column_18=96
Column_23=96
Column_135=96
Column_28=95
Column_79=95
Column_88=95
Column_116=95
Column_124=95
Column_127=94
Column_32=93
Column_96=93
Column_129=93
Column_42=92
Column_112=92
Column_38=88
Column_136=87
Column_147=87
Column_73=86
Column_45=85
Column_15=84
Column_22=82
Column_118=82
Column_63=81
Column_14=80
Column_69=80
Column_84=79
Column_35=78
Column_36=77
Column_128=77
Column_7=75
Column_104=75
Column_12=70
Column_9=67
Column_31=66
Column_138=66
Column_65=65
Column_103=65
Column_97=64
Column_122=64
Column_105=63
Column_126=62
Column_67=61
Column_76=59
Column_85=58
Column_3=56
Column_86=56
Column_123=53
Column_56=52
Column_66=51
Column_30=49
Column_137=49
Column_62=43
Column_26=42
Column_2=39
Column_119=39
Column_49=32
Column_134=32
Column_120=31
Column_132=30
Column_74=27
Column_89=27
Column_90=19
Column_57=15
Column_139=14
Column_13=13
Column_41=13
Column_64=8
Column_111=8
Column_130=8
Column_16=7
Column_6=6
Column_48=4
Column_55=4

parameters:
[boosting: gbdt]
[objective: regression]
[metric: neg_root_mean_squared_error,neg_mean_absolute_error,rmse,l1]
[tree_learner: serial]
[device_type: cpu]
[linear_tree: 0]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.05]
[num_leaves: 24]
[num_threads: -1]
[deterministic: 0]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 19053]
[feature_fraction: 1]
[feature_fraction_bynode: 0.5]
[feature_fraction_seed: 13104]
[extra_trees: 0]
[extra_seed: 3265]
[early_stopping_round: 15]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 23075]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[max_bin: 30]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 440]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[objective_seed: 32363]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
