tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=151 objective=binary sigmoid:1 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 Column_151 feature_infos=[1150.3663761896189:1903.4781806887747] [1158.5088961211511:1916.84579108047] [-496.81477567713546:573.10259120534784] [1159.8767670517543:1884.5959848901657] [1151.7894548779084:1919.4116678360419] [1426.1496448360797:1585.9817930954068] [1427.9817118206745:1588.9895054335384] [-113.02538114266532:114.69704651598067] [0:6.7333333333333334] [0:7.5333333333333332] [0:7.7333333333333334] [0:6.583333333333333] [0:1] [0:1] [0:1] [0:1] [0:5] [0:5] [0:5] [0:5] [0:8] [0:1] [0:1] [0:12] [0:1] [0:1] [0.20999999999999999:0.81000000000000005] [0.22500000000000001:0.76000000000000001] [0:13] [0:13] [0:30] [0:24] [0:4.5] [0:4.5] [0:22.550000000000001] [0:17.5] [0:35.5] [0.065285302506677897:0.80962131918207236] [0.090561906180844906:0.4288719106684401] [0.056651501780225801:0.79902050363656307] [0:26] [0:5.0899999999999999] [0:26.5] none [0:13.050000000000001] [0:1.76] [0:13.25] [0:3.7400000000000002] [0:12.6] [0:8.5600000000000005] [0:3.5299999999999998] [0:1.72] [0:7.3300000000000001] [0:5.0199999999999996] [0:2.5800000000000001] [0:3.77] [0:4.9100000000000001] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] none [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:7.5333333333333332] [0:6.583333333333333] [2.0046118370484245:4.1840324763193504] [0.018042399639151999:0.1552651806302843] [0:0.45000000000000001] none none [0:0.1575] [-0.92000000000000004:1] [0:7] none none [0:1] [-1:0.61250000000000004] [-1:0.59166666666666667] [-1.3574999999999999:1.3799999999999999] [0:40.799999999999997] [0:36.299999999999997] [-29.999999999999996:31.499999999999996] [0:10] [0:10] [0:1] [0:1] [0:5.7999999999999998] [0:5] [0:5] [0:6.25] [0:4] [0:5] [0:1] [0:1] [0:10] [0:11] [0:42.100000000000001] [0:41.799999999999997] [0:1] [0:1] [0:11] [0:9] [-1:1] [0:1] [0:6.2000000000000002] [0:7] [0:5.2000000000000002] [0:6.5] [0:5] [0:6.5] [0:6] [0:7] [0:5.3330000000000002] [0:7] [0:1] [0:1] [0:8] [0:8] [0:11] [0:8.5] [-2.2999999999999998:1.8] [-2.2000000000000002:2] [1:30] [1:30] [1:12] [0:1] [0:1] [-5.1669999999999998:5.4000000000000004] [-6.4669999999999996:5.7329999999999997] [-4.5830000000000002:5.7329999999999997] [-0.045499999999999999:0.088099999999999998] [0.063600000000000004:1] [0:0.088800000000000004] [0.35623409669211198:0.51556156968876865] [0.1051136363636363:0.32744043043812449] [0.40430438124519602:0.64185836716283262] [0.32129131437355879:0.77537212449255755] [0.70399999999999996:1] tree_sizes=788 794 809 912 791 796 807 910 1015 915 919 924 898 909 922 1018 912 919 913 915 920 915 1023 701 915 914 697 912 913 920 917 913 918 921 917 704 920 922 919 924 918 914 1022 698 912 920 920 919 700 913 921 690 912 915 917 920 913 912 701 920 922 923 916 920 702 927 702 918 915 912 910 911 917 1014 923 698 698 917 1022 918 701 911 919 917 1023 700 918 910 927 921 901 895 1024 1016 1032 1026 918 1024 914 1019 1024 1026 1019 1027 1026 1018 1016 913 1026 1018 1018 1024 1015 1013 915 1029 1016 1018 1021 1020 1015 934 908 1016 912 1014 898 1022 1017 914 1028 1032 1025 1008 906 1012 1018 1014 1007 1020 701 1015 1027 1007 1013 1025 1020 1011 1013 1012 1012 1025 1029 1008 906 903 801 1026 1009 1018 915 1006 1013 1019 1018 1015 1027 1020 929 1017 909 1022 912 1006 1027 1021 905 1018 1020 1030 988 1007 812 816 1002 909 1016 1008 916 1016 1014 1028 1021 919 1014 1024 908 1032 1012 789 1019 1024 905 913 903 1033 1002 1028 1008 808 918 917 798 1020 1026 908 1012 1021 1020 1023 916 1029 1027 1014 1022 1022 908 1015 914 904 1019 1024 904 700 1014 1015 1018 916 909 1018 1007 695 692 693 1023 1025 693 1017 895 1005 1032 1013 914 1026 1020 1019 1011 1017 814 916 1022 805 1011 1022 1018 1013 1030 916 698 1032 1017 910 1006 1022 1021 1030 798 801 1033 1023 913 1028 1010 1022 1013 910 1024 1019 1007 1036 1019 1034 1022 919 913 908 1016 702 1013 907 1014 810 912 904 1023 1018 911 1014 919 1002 907 707 703 1024 1023 1007 903 912 918 807 903 1020 1018 914 1021 803 1004 698 1010 1017 911 1020 1024 1016 1015 1017 1026 700 Tree=0 num_leaves=6 num_cat=0 split_feature=100 53 35 14 138 split_gain=1111.31 154.37 46.8507 45.1075 30.6796 threshold=1.0000000180025095e-35 2.4350000000000005 5.5250000000000012 1.0000000180025095e-35 7.5000000000000009 decision_type=2 2 2 2 2 left_child=3 2 -2 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.56890106979215649 -0.58151362048288946 -0.57262198384104734 -0.60321338740306618 -0.64280524214731727 -0.56162854723799793 leaf_weight=12.414002269506453 2471.0761184245348 777.25447542965412 154.48536157608032 433.57052370905876 709.66712974011898 leaf_count=54 10749 3381 672 1886 3087 internal_value=-0.583432 -0.577217 -0.58279 -0.640748 -0.567375 internal_weight=4558.47 4112.48 2625.56 445.985 1486.92 internal_count=19829 17889 11421 1940 6468 is_linear=0 shrinkage=1 Tree=1 num_leaves=6 num_cat=0 split_feature=101 80 147 47 98 split_gain=1074.25 235.545 148.19 32.0531 18.9281 threshold=1.0000000180025095e-35 0.045785126783846462 0.4519630965593785 1.175 0.48684210526315791 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.058334633550069605 -0.034192791794547289 0.0046906718619574433 0.022145858087145177 -0.012198851178154731 -0.0042292261262535111 leaf_weight=427.81068673729897 123.81990058720112 2569.8557803034782 982.47593878209591 444.2217410504818 9.6622041910886747 leaf_count=1894 539 11158 4265 1931 42 internal_value=-0.000183794 0.00586339 0.00951829 -0.016993 -0.0571396 internal_weight=4557.85 4120.37 3552.33 568.042 437.473 internal_count=19829 17893 15423 2470 1936 is_linear=0 shrinkage=0.0382273 Tree=2 num_leaves=6 num_cat=0 split_feature=101 80 147 34 98 split_gain=1015.51 220.21 137.014 23.9685 18.7106 threshold=1.0000000180025095e-35 0.045785126783846462 0.4519630965593785 1.0000000180025095e-35 0.48684210526315791 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.057196037560745976 -0.035808401241098235 0.0046921912774161544 0.021437232063054007 -0.013195325050206482 -0.0027208289972841257 leaf_weight=419.14815951883793 79.829620882868767 2575.2811836898327 988.01961982250214 482.47344189882278 9.4209049642086011 leaf_count=1891 351 11167 4263 2106 41 internal_value=8.75377e-06 0.00582682 0.0093352 -0.0164057 -0.0559986 internal_weight=4554.17 4125.6 3563.3 562.303 428.569 internal_count=19819 17887 15430 2457 1932 is_linear=0 shrinkage=0.0382273 Tree=3 num_leaves=7 num_cat=0 split_feature=100 80 147 98 84 55 split_gain=930.901 203.71 131.86 38.7706 26.7808 0.476574 threshold=1.0000000180025095e-35 0.045785126783846462 0.40573489010989011 0.31666666666666671 0.047500000000000007 1.7950000000000002 decision_type=2 2 2 2 2 2 left_child=3 4 -3 5 -2 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.056144301348653426 -0.018851323813430673 -0.012286704886275708 0.011431463144863683 0.020346230377800454 0.0079623127737035101 -0.046623426348493667 leaf_weight=403.0488645285368 498.45010693371296 383.76123978197575 3187.9443215876818 9.9654673188924772 61.105284988880157 7.8490427136421195 leaf_count=1855 2189 1662 13766 43 268 36 internal_value=5.63914e-06 0.0055232 0.00888307 -0.0541556 -0.0159232 -0.0559625 internal_weight=4552.12 4131.26 3571.71 420.863 559.555 410.898 internal_count=19819 17885 15428 1934 2457 1891 is_linear=0 shrinkage=0.0382273 Tree=4 num_leaves=6 num_cat=0 split_feature=101 80 138 47 98 split_gain=901.686 201.746 73.893 26.8839 17.2185 threshold=1.0000000180025095e-35 0.045785126783846462 7.5000000000000009 1.175 0.48684210526315791 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.055168210364846662 -0.03186521939581119 0.0034684498831830104 0.01446561230246186 -0.011568379837335706 -0.0029252472674691056 leaf_weight=402.36042588949203 121.81883250176907 1884.3277444541454 1696.9585811644793 439.11881792545319 9.4352989196777326 leaf_count=1891 543 8126 7306 1932 41 internal_value=-2.2745e-05 0.0053405 0.00867935 -0.0159763 -0.0539712 internal_weight=4554.02 4142.22 3581.29 560.938 411.796 internal_count=19839 17907 15432 2475 1932 is_linear=0 shrinkage=0.0382273 Tree=5 num_leaves=6 num_cat=0 split_feature=101 80 147 47 100 split_gain=851.066 186.802 127.768 25.3786 15.117 threshold=1.0000000180025095e-35 0.045785126783846462 0.40573489010989011 1.175 1.0000000180025095e-35 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.054254487567384449 -0.030974825973317143 -0.012593260039031757 0.010814196614425576 -0.011166120675934497 -0.00733630070081355 leaf_weight=392.76181867718697 120.55467721819878 381.26538589596748 3208.235363394022 437.57742124795914 10.298572197556494 leaf_count=1887 543 1653 13779 1932 45 internal_value=-2.45642e-05 0.00512892 0.00832793 -0.0154448 -0.0530557 internal_weight=4550.69 4147.63 3589.5 558.132 403.06 internal_count=19839 17907 15432 2475 1932 is_linear=0 shrinkage=0.0382273 Tree=6 num_leaves=6 num_cat=0 split_feature=100 79 148 14 49 split_gain=782.045 154.52 100.682 33.3133 29.3663 threshold=1.0000000180025095e-35 3.0898276463388528 0.30672192291753003 1.0000000180025095e-35 1.8350000000000002 decision_type=2 2 2 2 2 left_child=3 2 -2 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=0.010033579781961992 0.0061422306305069013 -0.022425143167913882 0.029602469097765816 -0.053406464699262565 -0.0057525726119926996 leaf_weight=12.491209611296652 3216.373162701726 251.11410163342953 291.55329905450344 382.05554942786694 400.75845678150654 leaf_count=54 13799 1124 1250 1878 1766 internal_value=3.75069e-05 0.00491604 0.00809208 -0.051398 -0.0121752 internal_weight=4554.35 4159.8 3507.93 394.547 651.873 internal_count=19871 17939 15049 1932 2890 is_linear=0 shrinkage=0.0382273 Tree=7 num_leaves=7 num_cat=0 split_feature=101 80 148 84 99 2 split_gain=762.276 151.973 93.0313 24.1697 11.4039 0.114612 threshold=1.0000000180025095e-35 0.045785126783846462 0.30672192291753003 0.042500000000000003 0.31666666666666671 309.04890894416661 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.05262516374956859 -0.01685544332325413 0.0058120571587591385 0.028224216130557273 0.0075947486363508324 -0.009377845423815874 -0.047740298941013712 leaf_weight=367.65068855881691 485.62136986851692 3318.596445441246 294.6826578527689 67.265104860067368 9.1679889261722547 7.2132024466991416 leaf_count=1850 2176 14217 1254 298 40 36 internal_value=3.35155e-05 0.00478391 0.00763989 -0.0138808 -0.051501 -0.0525312 internal_weight=4550.2 4166.17 3613.28 552.886 384.032 374.864 internal_count=19871 17945 15471 2474 1926 1886 is_linear=0 shrinkage=0.0382273 Tree=8 num_leaves=8 num_cat=0 split_feature=150 53 150 148 97 47 6 split_gain=612.684 111.26 62.0466 50.5437 44.5871 7.52274 1.38781 threshold=0.65351835664335678 2.4950000000000006 0.60280282365026328 0.30672192291753003 1.0000000180025095e-35 1.2050000000000003 1531.4346073955037 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0026710500919921412 -0.052004078105282292 0.0098072961678128592 -0.012036682156745773 0.028881444001007468 -0.034397226873938758 -0.011502803417893191 -0.042021334010123167 leaf_weight=2260.6211067289114 299.08475358784199 1117.8976195007563 514.56021113693714 248.06084352731705 34.71845155954361 52.975525066256523 21.850690305233002 leaf_count=9706 1533 4780 2314 1050 159 237 111 internal_value=-6.65787e-05 0.00434 -5.59855e-05 0.0132712 -0.0447238 -0.020567 -0.0513245 internal_weight=4549.77 4141.14 2775.18 1365.96 408.629 87.694 320.935 internal_count=19890 17850 12020 5830 2040 396 1644 is_linear=0 shrinkage=0.0382273 Tree=9 num_leaves=7 num_cat=0 split_feature=101 79 147 47 98 79 split_gain=688.882 124.497 118.059 31.6069 12.9243 0.0183277 threshold=1.0000000180025095e-35 3.0898276463388528 0.43375685993796237 1.2750000000000001 0.48684210526315791 3.3327687937062942 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.051927666985740736 -0.0020211310656350167 -0.022468725953911389 0.012483218249602425 -0.004793471633774994 -0.0054056983399644858 -0.051197546930754616 leaf_weight=64.059442132711411 1294.0402305722237 229.96007339656353 2238.9387466013432 414.00896356999874 9.1850864738225919 295.0796834230423 leaf_count=330 5533 1049 9538 1840 40 1560 internal_value=-6.62754e-05 0.004353 0.00717064 -0.0111053 -0.0501827 -0.0513278 internal_weight=4545.27 4176.95 3532.98 643.969 368.324 359.139 internal_count=19890 17960 15071 2889 1930 1890 is_linear=0 shrinkage=0.0382273 Tree=10 num_leaves=7 num_cat=0 split_feature=100 80 147 99 81 80 split_gain=634.195 120.469 115.831 29.3259 22.5561 0.196225 threshold=1.0000000180025095e-35 0.045785126783846462 0.4519630965593785 0.31666666666666671 1.0000000180025095e-35 0.083441654795821468 decision_type=2 2 2 2 2 2 left_child=3 4 -3 5 -2 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.050636703867044448 -0.015447175777637776 0.002428345641832504 0.017659712007880145 0.011564400068363819 0.0095548623397525411 -0.045874921096177287 leaf_weight=338.68443304300308 480.18523539602757 2628.2081989943981 1010.0035257935524 11.504399806261061 59.234473034739494 13.194941088557242 leaf_count=1831 2183 11232 4269 49 263 69 internal_value=-5.61838e-05 0.00415715 0.00665673 -0.0484946 -0.0127017 -0.0504582 internal_weight=4541.02 4177.63 3638.21 363.384 539.42 351.879 internal_count=19896 17947 15501 1949 2446 1900 is_linear=0 shrinkage=0.0382273 Tree=11 num_leaves=7 num_cat=0 split_feature=101 148 80 100 54 80 split_gain=621.47 113.258 108.829 12.6645 12.5806 0.0120288 threshold=1.0000000180025095e-35 0.30672192291753003 0.089597366200098713 1.0000000180025095e-35 1.2550000000000001 0.032923425780568609 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.049941106390340967 0.0048459981632819607 0.028931744715494537 -0.013771265578313738 -0.0069342782194356687 0.00088893046509057544 -0.050556907624273562 leaf_weight=282.22936116158962 3348.1038670986891 277.3050661534071 531.70557275414467 10.254183679819105 25.530137866735458 60.103547975420952 leaf_count=1572 14407 1165 2273 45 108 326 internal_value=-5.65313e-05 0.00405205 0.00229461 -0.0487954 0.0265676 -0.0500493 internal_weight=4535.23 4182.64 3879.81 352.587 302.835 342.333 internal_count=19896 17953 16680 1943 1273 1898 is_linear=0 shrinkage=0.0382273 Tree=12 num_leaves=7 num_cat=0 split_feature=101 79 138 47 100 79 split_gain=592.275 109.382 58.7338 25.4045 12.5144 0.559838 threshold=1.0000000180025095e-35 3.0898276463388528 7.5000000000000009 1.175 0.90000000000000013 2.4996075448737458 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.036907140259224515 0.0019920963156518181 -0.025404860186922441 0.011844169728159569 -0.0066101173785619279 0.0030505573705103639 -0.049523844133576043 leaf_weight=5.2279368788003913 1864.631336838007 132.46036101877689 1681.825585052371 508.71492560207844 6.8011712878942481 329.93562394380569 leaf_count=28 7938 617 7127 2276 30 1877 internal_value=8.71204e-05 0.00403726 0.00666422 -0.0104929 -0.0482854 -0.0493271 internal_weight=4529.6 4187.63 3546.46 641.175 341.965 335.164 internal_count=19893 17958 15065 2893 1935 1905 is_linear=0 shrinkage=0.0382273 Tree=13 num_leaves=7 num_cat=0 split_feature=101 80 53 105 99 125 split_gain=562.01 110.221 65.7898 21.9327 10.2991 0.132076 threshold=1.0000000180025095e-35 0.045785126783846462 2.4950000000000006 1.1415000000000002 0.31666666666666671 4.1000000000000005 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.048938192406971018 -0.014688970058311608 0.0023952781526336356 0.013070915114995484 0.011677163763719075 -0.0070493307659650001 -0.043224813125911199 leaf_weight=318.04907475411892 490.75825573503971 2325.4058360010386 1323.7750495821238 50.884811043739319 8.8569250851869565 6.0609216243028632 leaf_count=1861 2243 9901 5585 229 39 35 internal_value=8.1612e-05 0.00387952 0.00626797 -0.012212 -0.04772 -0.0488314 internal_weight=4523.79 4190.82 3649.18 541.643 332.967 324.11 internal_count=19893 17958 15486 2472 1935 1896 is_linear=0 shrinkage=0.0382273 Tree=14 num_leaves=7 num_cat=0 split_feature=100 80 51 8 40 80 split_gain=506.748 104.412 68.2469 29.0569 13.9361 0.00827745 threshold=1.0000000180025095e-35 0.043836402184014855 1.1850000000000003 1.0000000180025095e-35 1.3750000000000002 0.032923425780568609 decision_type=2 2 2 2 2 2 left_child=3 4 -3 -1 -2 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.010462494394613366 -0.034810577962499069 -0.00063350228803221861 0.0096275250306930849 -0.048324740446348879 -0.013807148780600534 -0.048864576461875087 leaf_weight=12.746880829334257 55.846864327788353 1664.7368970364332 2197.6437762975693 256.86102409660816 266.26855190098286 55.150300785899162 leaf_count=55 266 7147 9292 1554 1216 324 internal_value=-0.000109009 0.00346105 0.00520489 -0.0461091 -0.0174487 -0.0484202 internal_weight=4509.25 4184.5 3862.38 324.758 322.115 312.011 internal_count=19854 17921 16439 1933 1482 1878 is_linear=0 shrinkage=0.0382273 Tree=15 num_leaves=8 num_cat=0 split_feature=80 53 53 80 26 98 48 split_gain=441.363 79.7285 70.4436 88.9096 25.2844 12.2313 9.94956 threshold=0.043836402184014855 1.8050000000000004 2.4950000000000006 0.089597366200098713 0.48387500000000006 0.44097222222222227 1.4150000000000003 decision_type=2 2 2 2 2 2 2 left_child=1 5 3 -2 -4 -1 -3 right_child=2 6 4 -5 -6 -7 -8 leaf_value=-0.046215579421170078 0.0034061375522371094 -0.046878935660094698 0.0057783427134048358 -0.018734414213296351 0.016311282644153602 -0.028924167323374789 -0.011898813089242259 leaf_weight=276.47451688349247 2266.7140415459871 12.550364494323729 601.51668117940426 300.1386547088623 746.18719497323036 76.276429727673531 223.16538344323635 leaf_count=1678 9737 73 2534 1294 3140 365 1033 internal_value=-0.000107176 -0.0309745 0.00453304 0.000817269 0.0116102 -0.0424766 -0.0137614 internal_weight=4503.02 588.467 3914.56 2566.85 1347.7 352.751 235.716 internal_count=19854 3149 16705 11031 5674 2043 1106 is_linear=0 shrinkage=0.0382273 Tree=16 num_leaves=7 num_cat=0 split_feature=80 150 148 148 53 26 split_gain=415.038 87.0001 75.4653 142.956 22.4507 12.8054 threshold=0.043836402184014855 0.67433880603523477 0.30672192291753003 0.26796584848230992 1.8250000000000004 0.47788888888888897 decision_type=2 2 2 2 2 2 left_child=1 4 3 -2 -1 -4 right_child=2 -3 5 -5 -6 -7 leaf_value=-0.030351599586333558 0.0071866904415498764 -0.047432607282890026 0.012077871917798702 -0.010804444236991912 -0.0097556219690484655 0.028459124577313897 leaf_weight=123.00743733346462 2778.2087304145098 245.3664299249649 107.07526837289333 840.70708744227886 208.33045786619186 199.9662379771471 leaf_count=616 11853 1569 447 3604 956 834 internal_value=0.000102739 -0.0301788 0.00455096 0.00300719 -0.0174018 0.0227465 internal_weight=4502.66 576.704 3925.96 3618.92 331.338 307.042 internal_count=19879 3141 16738 15457 1572 1281 is_linear=0 shrinkage=0.0382273 Tree=17 num_leaves=7 num_cat=0 split_feature=101 80 148 81 98 80 split_gain=468.748 81.953 65.553 20.3689 10.8958 0.052761 threshold=1.0000000180025095e-35 0.045785126783846462 0.30672192291753003 1.0000000180025095e-35 0.48684210526315791 0.039786366225452903 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.047033775022971597 -0.013310885963792332 0.0038995740809375521 0.022432796585637439 0.010350747462879192 -0.0048566083526647751 -0.048555800329483943 leaf_weight=253.31637044250965 470.59326586127281 3360.929191634059 304.12936249375343 59.93560491502285 9.1425086110830289 38.935960605740547 leaf_count=1665 2192 14226 1258 265 40 233 internal_value=9.68647e-05 0.00340478 0.00543748 -0.0106377 -0.0459511 -0.0472366 internal_weight=4496.98 4195.59 3665.06 530.529 301.395 292.252 internal_count=19879 17941 15484 2457 1938 1898 is_linear=0 shrinkage=0.0382273 Tree=18 num_leaves=7 num_cat=0 split_feature=100 150 79 8 1 148 split_gain=422.469 76.5938 165.857 27.5993 25.2347 0.0407596 threshold=1.0000000180025095e-35 0.46254438264199421 2.4996075448737458 1.0000000180025095e-35 1567.0795376501153 0.18029143475572049 decision_type=2 2 2 2 2 2 left_child=3 4 -3 -1 -2 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.011197374183559863 0.011739112132191219 -0.044414815603723734 0.0027146885102803872 -0.046622087606659618 0.030627817388292775 -0.047978106455820103 leaf_weight=12.523335441946982 363.46016457676888 112.55396245419979 3573.5666210800409 241.80189999938011 144.42816765606403 38.174306318163872 leaf_count=54 1518 481 15329 1638 602 236 internal_value=9.53134e-05 0.00319319 0.00127561 -0.0443236 0.0171105 -0.0468071 internal_weight=4486.51 4194.01 3686.12 292.5 507.888 279.976 internal_count=19858 17930 15810 1928 2120 1874 is_linear=0 shrinkage=0.0382273 Tree=19 num_leaves=7 num_cat=0 split_feature=100 51 138 80 8 80 split_gain=401.743 83.0715 46.0343 40.9003 26.8297 0.0352981 threshold=1.0000000180025095e-35 1.1850000000000003 7.5000000000000009 0.043836402184014855 1.0000000180025095e-35 0.035113324175824107 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.01074040244721052 -0.017703175128123746 0.0027357022525412518 0.01357157702915252 -0.000724412447514369 -0.046239704423942769 -0.0475215753775933 leaf_weight=12.556423306465147 236.80717578530312 1187.0216135829687 1107.450816899538 1665.5422333627939 234.62026476860046 37.088687255978584 leaf_count=54 1126 5021 4649 7134 1638 236 internal_value=8.96989e-05 0.00306861 0.00796575 -0.00283796 -0.0438901 -0.0464148 internal_weight=4481.09 4196.82 2294.47 1902.35 284.265 271.709 internal_count=19858 17930 9670 8260 1928 1874 is_linear=0 shrinkage=0.0382273 Tree=20 num_leaves=7 num_cat=0 split_feature=100 148 148 8 54 148 split_gain=382.603 80.5816 106.642 25.6538 10.2375 0.0304856 threshold=1.0000000180025095e-35 0.30672192291753003 0.26796584848230992 1.0000000180025095e-35 1.2550000000000001 0.18029143475572049 decision_type=2 2 2 2 2 2 left_child=3 2 -2 -1 -3 -5 right_child=1 4 -4 5 -6 -7 leaf_value=0.0096811589094253688 0.0046413069430077791 0.023790008472719188 -0.010841795268998228 -0.045877110552609429 -0.0013437354781321482 -0.047095842156846396 leaf_weight=12.650809496641157 3069.2557115107775 281.96959552168846 824.75232027471066 229.36418996751308 25.853797450661659 35.42335844039917 leaf_count=54 13150 1157 3527 1651 108 232 internal_value=-2.04356e-05 0.0028504 0.00136198 -0.0434994 0.021679 -0.0460402 internal_weight=4479.27 4201.83 3894.01 277.438 307.823 264.788 internal_count=19879 17942 16677 1937 1265 1883 is_linear=0 shrinkage=0.0382273 Tree=21 num_leaves=7 num_cat=0 split_feature=101 51 147 79 93 100 split_gain=379.673 76.2522 47.7656 33.8037 10.7097 1.94648 threshold=1.0000000180025095e-35 1.1850000000000003 0.40573489010989011 3.0898276463388528 14.550000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.045695619840044589 0.00012319997345447363 -0.0092598017560001494 0.0092715472474505789 -0.011530283490265031 0.0123931105109268 -0.022354796004111332 leaf_weight=257.29664021730423 1410.7896402180195 225.27220027148724 2079.9117151945829 490.11386048793793 4.8006589114665976 5.3306810706853858 leaf_count=1886 5983 971 8722 2272 21 24 internal_value=-2.15382e-05 0.0027866 0.00746058 -0.00288144 -0.0441876 -0.0452219 internal_weight=4473.52 4206.09 2305.18 1900.9 267.428 262.627 internal_count=19879 17948 9693 8255 1931 1910 is_linear=0 shrinkage=0.0382273 Tree=22 num_leaves=8 num_cat=0 split_feature=80 47 138 149 51 61 149 split_gain=305.773 59.4953 54.536 34.1784 28.7962 20.0754 15.8554 threshold=0.043836402184014855 1.2050000000000003 7.5000000000000009 0.48150423393478953 1.2250000000000003 1.0000000180025095e-35 0.55463384271978033 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -4 -3 -1 right_child=2 5 4 -5 -6 -7 -8 leaf_value=0.0086984659776945684 0.011101240437443715 -0.046277039629363081 0.0039067375931105628 -0.0028792008523948615 0.013393629529965879 -0.011027463831836127 -0.041993451618112722 leaf_weight=9.3450504690408689 299.6099116653204 26.232834443449974 1033.9538550078869 1737.1963552087545 853.51878985762596 236.15149442851543 256.48199801146984 leaf_count=47 1260 179 4442 7413 3561 1123 1785 internal_value=-0.000159918 -0.0274652 0.0035154 -0.000822705 0.00819673 -0.0145517 -0.0402114 internal_weight=4452.49 528.211 3924.28 2036.81 1887.47 262.384 265.827 internal_count=19810 3134 16676 8673 8003 1302 1832 is_linear=0 shrinkage=0.0382273 Tree=23 num_leaves=5 num_cat=0 split_feature=150 51 147 150 split_gain=281.959 74.6587 59.7013 32.5907 threshold=0.67433880603523477 1.1650000000000003 0.45340220333168152 0.60280282365026328 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.0011005566318260972 -0.044919296829014514 0.0022488352746689749 0.015013188155140399 -0.013075001561379742 leaf_weight=1185.6041930764914 196.538399502635 1849.4510567188263 753.67647686600685 461.40874820947647 leaf_count=5062 1551 7821 3167 2209 internal_value=-0.000155607 0.0019144 0.00594447 -0.00445519 internal_weight=4446.68 4250.14 2603.13 1647.01 internal_count=19810 18259 10988 7271 is_linear=0 shrinkage=0.0382273 Tree=24 num_leaves=7 num_cat=0 split_feature=148 147 148 41 149 41 split_gain=244.315 66.8583 84.4631 73.6829 40.0539 13.961 threshold=0.18029143475572049 0.40573489010989011 0.27654902553509503 2.1850000000000005 0.58529169243454959 1.7350000000000001 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.033637483808123682 -0.031556664143272781 0.006399406799947314 0.004091152797902245 -0.0072212256769224152 -0.044622236497349491 -0.00025650874217295007 leaf_weight=28.676673457026482 184.66375827789307 3070.2029497176409 204.90194353461266 715.67947272956371 191.81698041409254 50.640721708536148 leaf_count=175 805 13032 894 3134 1563 238 internal_value=-1.04906e-05 0.00227288 -0.0128068 0.00382458 -0.0351742 -0.0123253 internal_weight=4446.58 4175.45 389.566 3785.88 271.134 79.3174 internal_count=19841 17865 1699 16166 1976 413 is_linear=0 shrinkage=0.0382273 Tree=25 num_leaves=7 num_cat=0 split_feature=101 53 147 147 98 148 split_gain=324.52 60.553 75.4945 34.716 10.5278 0.0942699 threshold=1.0000000180025095e-35 2.4350000000000005 0.41641356115479727 0.4519630965593785 0.48684210526315791 0.18029143475572049 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.044377222956021187 -0.016803077262518427 0.004449119055162677 0.0015911414249000621 0.016579586575359694 -0.0039031698455381809 -0.046535843954944311 leaf_weight=197.064741499722 381.2271623313427 1052.5073489993811 2253.2501104623079 512.70819453895092 9.6251619905233365 35.069942310452461 leaf_count=1652 1651 4388 9740 2127 42 241 internal_value=-1.17385e-05 0.00246748 -0.00107063 0.00842263 -0.0430791 -0.0447034 internal_weight=4441.45 4199.69 2634.48 1565.22 241.76 232.135 internal_count=19841 17906 11391 6515 1935 1893 is_linear=0 shrinkage=0.0382273 Tree=26 num_leaves=5 num_cat=0 split_feature=79 79 138 105 split_gain=248.961 62.0014 46.6559 21.5608 threshold=3.477603621576836 3.0898276463388528 7.5000000000000009 1.1615000000000002 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.00040996088219052632 -0.04408057428426361 -0.011635924655769594 0.0082773329818308719 0.011170953314054001 leaf_weight=1892.7148842662573 180.11763041466475 568.22127857804298 1728.3755665570498 67.800462022423744 leaf_count=8018 1565 2700 7261 303 internal_value=-5.94266e-05 0.0018031 0.00373655 -0.00920469 internal_weight=4437.23 4257.11 3621.09 636.022 internal_count=19847 18282 15279 3003 is_linear=0 shrinkage=0.0382273 Tree=27 num_leaves=7 num_cat=0 split_feature=101 148 147 146 93 149 split_gain=298.877 64.0789 128.85 10.9274 7.92146 1.48824 threshold=1.0000000180025095e-35 0.30672192291753003 0.41641356115479727 0.0035500000000000006 14.550000000000002 0.4688957032352174 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.023819687245135768 -0.015429533023251186 0.017086022581548496 0.0038799744488763046 0.046108567522822039 0.0070464147103872846 -0.044179185845066235 leaf_weight=5.377826899290084 596.31580027937889 289.53171207010746 3297.6023857295513 20.285968601703644 4.5891544371843329 218.1984973475337 leaf_count=31 2576 1181 14074 83 20 1882 internal_value=-5.85654e-05 0.0022542 0.000922909 0.0189864 -0.042669 -0.0436895 internal_weight=4431.9 4203.74 3893.92 309.818 228.165 223.576 internal_count=19847 17914 16650 1264 1933 1913 is_linear=0 shrinkage=0.0382273 Tree=28 num_leaves=7 num_cat=0 split_feature=101 150 79 84 98 148 split_gain=283.285 57.9176 144.92 23.4652 10.7991 0.091105 threshold=1.0000000180025095e-35 0.46254438264199421 2.4996075448737458 0.010646853146853102 0.48684210526315791 0.18029143475572049 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.04362973324729455 0.010129686223500259 -0.042429914450895861 0.0018741679440210167 0.030485670806294666 -0.0019915517458296227 -0.045829508321481208 leaf_weight=178.79397264122963 411.35015217959881 111.23996841907501 3583.4989732354879 103.5942234992981 9.3508621305227262 32.786578334867954 leaf_count=1650 1697 482 15332 426 41 239 internal_value=-1.8704e-07 0.00221422 0.00054027 0.0142248 -0.042194 -0.0439707 internal_weight=4430.61 4209.68 3694.74 514.944 220.931 211.581 internal_count=19867 17937 15814 2123 1930 1889 is_linear=0 shrinkage=0.0382273 Tree=29 num_leaves=7 num_cat=0 split_feature=101 41 147 41 103 100 split_gain=270.284 56.2801 60.5716 20.251 9.99452 1.62076 threshold=1.0000000180025095e-35 2.1350000000000002 0.39965962962395968 2.8050000000000002 0.27550000000000008 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.043695947824791727 -0.017217282084681557 -0.0042527696679320369 0.0058889993828126538 -0.025714511703626208 0.012802904142649094 -0.022564139629683195 leaf_weight=203.89847432076931 175.41906873881817 947.01003324985504 3019.7527090907097 68.924157485365868 4.7719227075576773 5.4471694827079764 leaf_count=1884 772 4123 12733 309 21 25 internal_value=-1.82665e-06 0.00212849 0.00462043 -0.00570881 -0.0418992 -0.0431462 internal_weight=4425.22 4211.11 3195.17 1015.93 214.118 209.346 internal_count=19867 17937 13505 4432 1930 1909 is_linear=0 shrinkage=0.0382273 Tree=30 num_leaves=7 num_cat=0 split_feature=101 51 147 35 98 150 split_gain=257.554 54.0895 41.2035 27.9516 10.2246 0.0667253 threshold=1.0000000180025095e-35 1.1650000000000003 0.45340220333168152 5.5250000000000012 0.48684210526315791 0.61378862139921286 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.045241245759317331 -0.0018910999962953457 0.0023581386133679034 0.012981304472011783 -0.019388386278456966 -0.0029960321844265691 -0.043211334591960901 leaf_weight=27.790803797543049 1469.9202944785357 1846.6861199736595 750.3338802754879 146.73516164720058 9.5488296747207624 169.99562428146601 leaf_count=214 6415 7761 3112 653 42 1671 internal_value=-3.6497e-05 0.0020102 0.0054274 -0.00347924 -0.0416314 -0.0434967 internal_weight=4421.01 4213.68 2597.02 1616.66 207.335 197.786 internal_count=19868 17941 10873 7068 1927 1885 is_linear=0 shrinkage=0.0382273 Tree=31 num_leaves=7 num_cat=0 split_feature=101 148 148 26 103 98 split_gain=245.855 50.7394 79.1015 10.444 10.1964 2.92238 threshold=1.0000000180025095e-35 0.30672192291753003 0.26796584848230992 0.47788888888888897 0.33250000000000007 0.62202380952380965 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.043323554446144677 0.0035647824130485297 0.007292629654551369 -0.0097632819818614155 0.021925068221989568 0.020271852666125502 -0.014236889593729016 leaf_weight=191.84187404811382 3077.2643087506294 110.143549233675 825.2281776368618 202.03503152728081 3.8479609042406073 5.1847451329231253 leaf_count=1887 13128 448 3545 820 17 23 internal_value=-3.65476e-05 0.00193271 0.000746405 0.0167624 -0.0413546 -0.0425582 internal_weight=4415.55 4214.67 3902.49 312.179 200.875 197.027 internal_count=19868 17941 16673 1268 1927 1910 is_linear=0 shrinkage=0.0382273 Tree=32 num_leaves=7 num_cat=0 split_feature=101 80 35 49 103 100 split_gain=237.094 51.2473 35.2519 14.7197 10.301 1.55642 threshold=1.0000000180025095e-35 0.043836402184014855 4.1750000000000007 1.6850000000000003 0.27550000000000008 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.043025412674105847 -0.027177658542904406 0.004338133435899727 -0.0077359600696818923 -0.0081184727544245036 0.015681619937815392 -0.022513338206769967 leaf_weight=185.7594833150506 80.018710404634476 3521.6530062109232 392.77280893921852 227.76927787065506 4.5639413446187964 5.5694745332002631 leaf_count=1897 412 14811 1683 1063 20 26 internal_value=3.82126e-05 0.00194567 0.00312662 -0.0130735 -0.0410745 -0.0424284 internal_weight=4418.11 4222.21 3914.43 307.788 195.893 191.329 internal_count=19912 17969 16494 1475 1943 1923 is_linear=0 shrinkage=0.0382273 Tree=33 num_leaves=7 num_cat=0 split_feature=101 147 150 150 98 148 split_gain=226.394 49.7886 98.3249 57.9323 10.5242 0.0514623 threshold=1.0000000180025095e-35 0.40573489010989011 0.47790319171422535 0.60280282365026328 0.48684210526315791 0.18029143475572049 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.042577484216223302 -0.03959677725325994 0.0052324862265898334 0.0020968934541968427 -0.0075152858706558651 -0.0010948485969644937 -0.044370523181368235 leaf_weight=152.43621861189604 122.07487398386002 3223.4888471961021 255.96335789561272 621.37460047006607 9.2714914977550489 28.018325656652451 leaf_count=1664 546 13424 1112 2887 41 238 internal_value=3.54117e-05 0.00187075 -0.0113667 0.0031723 -0.0408152 -0.042856 internal_weight=4412.63 4222.9 378.038 3844.86 189.726 180.455 internal_count=19912 17969 1658 16311 1943 1902 is_linear=0 shrinkage=0.0382273 Tree=34 num_leaves=7 num_cat=0 split_feature=100 150 79 84 8 79 split_gain=204.125 51.6451 132.407 26.1776 16.945 0.0349349 threshold=1.0000000180025095e-35 0.46254438264199421 2.4996075448737458 0.010646853146853102 1.0000000180025095e-35 3.477603621576836 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.00376653681417259 0.0085352825788774841 -0.041218453116528928 0.0012546500477132107 0.029901632911294242 -0.043711066555257978 -0.042353985460000562 leaf_weight=12.324916794896124 410.56116139888763 110.56574767827988 3584.5839757323265 105.28198643028736 35.542260929942131 136.47049853205681 leaf_count=53 1687 484 15320 430 327 1552 internal_value=-0.000158093 0.00156552 -1.62293e-05 0.0128961 -0.0395321 -0.0426345 internal_weight=4395.33 4210.99 3695.15 515.843 184.338 172.013 internal_count=19853 17921 15804 2117 1932 1879 is_linear=0 shrinkage=0.0382273 Tree=35 num_leaves=5 num_cat=0 split_feature=150 51 147 147 split_gain=165.049 51.8824 36.3562 24.5472 threshold=0.67433880603523477 1.1850000000000003 0.45340220333168152 0.43375685993796237 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.010546072030734205 -0.042191912547435845 0.0019396882721700449 0.012459395148736251 -0.00085038364790131064 leaf_weight=525.04840675741434 132.36460608243942 1660.9994151592255 675.25560021400452 1396.5220156610012 leaf_count=2289 1556 6995 2799 6214 internal_value=-0.000153619 0.00115325 0.00498024 -0.00349963 internal_weight=4390.19 4257.83 2336.26 1921.57 internal_count=19853 18297 9794 8503 is_linear=0 shrinkage=0.0382273 Tree=36 num_leaves=7 num_cat=0 split_feature=101 41 148 46 98 80 split_gain=201.421 49.0706 33.9517 17.6033 6.89416 0.0496103 threshold=1.0000000180025095e-35 2.1350000000000002 0.30672192291753003 3.7450000000000006 0.48684210526315791 0.039786366225452903 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.042072835728361645 0.0027509620312380174 -0.014187883137362611 0.016158167060130419 -0.0026591094121352302 -0.0080658059445190937 -0.043916510225484533 leaf_weight=136.81660813838243 2897.0319771766663 260.5950698107481 305.08058272302151 752.17018127441406 9.0411893874406797 25.626398600637913 leaf_count=1651 12265 1166 1234 3267 40 231 internal_value=5.6338e-05 0.00170866 0.00402833 -0.00562559 -0.0405555 -0.0423638 internal_weight=4386.36 4214.88 3202.11 1012.77 171.484 162.443 internal_count=19854 17932 13499 4433 1922 1882 is_linear=0 shrinkage=0.0382273 Tree=37 num_leaves=7 num_cat=0 split_feature=101 41 84 56 100 79 split_gain=192.467 45.4048 34.8236 17.6112 6.09811 0.0336332 threshold=1.0000000180025095e-35 2.1350000000000002 0.013933823529411752 1.8550000000000002 1.0000000180025095e-35 3.3327687937062942 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.043264632710531929 0.0020834847982104036 -0.011155354767545974 0.012753133793019527 -0.00098204766517225408 -0.011088778769663715 -0.041869381837701843 leaf_weight=32.418659135699272 2667.3006315529346 441.05331432819366 537.0094078630209 570.05830435454845 9.8113351389765722 123.76169231534004 leaf_count=318 11247 1918 2252 2515 45 1559 internal_value=5.31003e-05 0.00164299 0.00387161 -0.00541971 -0.0403227 -0.0421591 internal_weight=4381.41 4215.42 3204.31 1011.11 165.992 156.18 internal_count=19854 17932 13499 4433 1922 1877 is_linear=0 shrinkage=0.0382273 Tree=38 num_leaves=7 num_cat=0 split_feature=101 35 121 35 98 149 split_gain=184.756 36.8858 34.3037 20.0593 7.31633 0.0315701 threshold=1.0000000180025095e-35 3.3150000000000004 1.3165000000000002 7.8550000000000013 0.48684210526315791 0.58529169243454959 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.043184232727492583 0.007958757525753573 -0.0028137218467432284 -0.00046992160841115516 -0.032451617775976174 -0.00611757472275025 -0.041761874478034824 leaf_weight=28.572638586163521 1531.4850590974092 1341.4959020614624 1308.4875808954239 34.221770897507668 8.7669140547513944 124.14219208061695 leaf_count=288 6412 5820 5538 156 39 1608 internal_value=4.95058e-05 0.00158661 0.00407533 -0.00355099 -0.0400786 -0.0420281 internal_weight=4377.17 4215.69 2839.97 1375.72 161.482 152.715 internal_count=19861 17926 11950 5976 1935 1896 is_linear=0 shrinkage=0.0382273 Tree=39 num_leaves=7 num_cat=0 split_feature=100 147 150 80 8 80 split_gain=162.632 47.8042 85.7606 58.8105 19.4002 0.0275969 threshold=1.0000000180025095e-35 0.40573489010989011 0.47790319171422535 0.045785126783846462 1.0000000180025095e-35 0.035113324175824107 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.0074577545384976454 -0.038415991006267532 -0.0092122937218445129 0.00089009908895795308 0.0046225476652297422 -0.041607117525041336 -0.043067275031334749 leaf_weight=12.678186699748037 118.6713373363018 519.23947530984879 256.33140100538731 3319.533630952239 123.42750485986471 22.895286127924919 leaf_count=55 537 2453 1113 13816 1656 231 internal_value=4.6559e-05 0.00147862 -0.0115485 0.00275122 -0.0379052 -0.0418357 internal_weight=4372.78 4213.78 375.003 3838.77 159.001 146.323 internal_count=19861 17919 1650 16269 1942 1887 is_linear=0 shrinkage=0.0382273 Tree=40 num_leaves=7 num_cat=0 split_feature=100 80 148 98 49 30 split_gain=154.055 44.9223 37.2785 18.1804 11.491 0.888806 threshold=1.0000000180025095e-35 0.043836402184014855 0.26796584848230992 0.31666666666666671 1.6850000000000003 0.074271079590228467 decision_type=2 2 2 2 2 2 left_child=3 4 -3 5 -2 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.01854020798780795 -0.025623236861842313 0.0047237705405523698 -0.0035067229191462447 0.0094185723857695986 -0.0085654738589010238 -0.041724986086328374 leaf_weight=2.4596629738807669 77.3916395008564 2781.3126545399427 1131.2706143856049 11.119279339909552 226.94753961265087 140.55805173516273 leaf_count=24 409 11664 4794 46 1070 1874 internal_value=-0.000128437 0.00124363 0.00234403 -0.0376656 -0.0129032 -0.0413263 internal_weight=4371.06 4216.92 3912.58 154.137 304.339 143.018 internal_count=19881 17937 16458 1944 1479 1898 is_linear=0 shrinkage=0.0382273 Tree=41 num_leaves=7 num_cat=0 split_feature=101 80 147 38 111 98 split_gain=158.952 42.2451 71.4707 15.9389 11.1971 5.78869 threshold=1.0000000180025095e-35 0.045785126783846462 0.4519630965593785 0.30053410302515021 11.850000000000003 0.81534090909090928 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.041736131822737492 -0.006198863134377338 -0.00065184412482880468 0.011169470679742515 -0.025110836732089074 0.037148744292320644 0.015457489374107864 leaf_weight=141.39622560143471 441.93365578353405 2662.0993041545153 1039.1113278716803 76.376819208264351 2.7518408447504035 2.6339648813009253 leaf_count=1914 2073 11212 4268 390 12 12 internal_value=-0.000124755 0.00123561 0.00266698 -0.0089857 -0.0392307 -0.0406901 internal_weight=4366.3 4219.52 3701.21 518.31 146.782 144.03 internal_count=19881 17943 15480 2463 1938 1926 is_linear=0 shrinkage=0.0382273 Tree=42 num_leaves=8 num_cat=0 split_feature=80 147 149 99 138 35 57 split_gain=123.575 69.3244 47.0419 39.1269 23.4479 19.3036 8.54671 threshold=0.043836402184014855 0.4519630965593785 0.48150423393478953 0.31666666666666671 10.500000000000002 4.4750000000000005 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.040398901485647107 0.0096734702815332134 0.011468468374369002 -0.0034727247265404315 -0.03008952127178641 0.010007006960241318 -0.0058072415471707014 -0.008479297033420494 leaf_weight=136.0757175758481 480.83078116923571 1055.9983897507191 2302.607085287571 30.233116760849953 14.969575919210909 103.80856484919786 231.71851547062397 leaf_count=1788 1994 4396 9873 166 75 447 1115 internal_value=-1.35948e-05 0.00207008 -0.00120176 -0.0199082 -0.0354033 0.0099222 -0.0109735 internal_weight=4356.24 3943.24 2783.44 412.997 151.045 1159.81 261.952 internal_count=19854 16710 11867 3144 1863 4843 1281 is_linear=0 shrinkage=0.0382273 Tree=43 num_leaves=5 num_cat=0 split_feature=79 148 147 145 split_gain=118.468 40.4511 87.892 12.819 threshold=3.477603621576836 0.28892252608904478 0.41641356115479727 0.9849500000000001 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.013765228621710904 -0.041070545021539118 0.014093607458735127 0.002241216959634953 -0.033163949780217451 leaf_weight=591.49598681181669 100.33485003560781 363.10513135790825 3287.8663238063455 8.5859162956476194 leaf_count=2618 1559 1486 14156 35 internal_value=-1.41056e-05 0.000954927 -0.000199327 0.0130019 internal_weight=4351.39 4251.05 3879.36 371.691 internal_count=19854 18295 16774 1521 is_linear=0 shrinkage=0.0382273 Tree=44 num_leaves=7 num_cat=0 split_feature=101 35 148 148 111 98 split_gain=144.065 39.8595 34.4809 14.7427 9.3089 6.17458 threshold=1.0000000180025095e-35 4.1750000000000007 0.26796584848230992 0.2510638640346553 11.850000000000003 0.81534090909090928 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.041433894846516613 0.0050695701873948616 -0.015037042995825428 -0.0030171989474408619 -0.0010706440545009369 0.027613198298815988 0.019736281120557239 leaf_weight=128.86093316599727 2677.823080599308 266.0141966342926 1081.767606601119 188.86022213101387 3.0178450793027869 2.4571479111909857 leaf_count=1904 11328 1206 4588 808 13 11 internal_value=0.000207378 0.00144959 0.00274272 -0.00923831 -0.0387637 -0.0402892 internal_weight=4348.8 4214.47 3759.59 454.874 134.336 131.318 internal_count=19858 17930 15916 2014 1928 1915 is_linear=0 shrinkage=0.0382273 Tree=45 num_leaves=7 num_cat=0 split_feature=100 35 147 14 35 80 split_gain=127.099 36.7338 44.3346 17.3065 14.0782 0.0243696 threshold=1.0000000180025095e-35 4.1750000000000007 0.43375685993796237 1.0000000180025095e-35 7.8550000000000013 0.035113324175824107 decision_type=2 2 2 2 2 2 left_child=3 2 -2 -1 -3 -5 right_child=1 4 -4 5 -6 -7 leaf_value=0.0068703709435940299 -0.0031748717646199755 -0.0069954898165365551 0.0055832604208998285 -0.040877537763008037 -0.032557599069077535 -0.042343229491668903 leaf_weight=12.083480276167391 1281.6109563410282 420.37208952009678 2477.1860386580229 99.49805137142539 34.033463686704636 20.4430987611413 leaf_count=52 5446 1859 10462 1645 159 235 internal_value=0.000198648 0.00135599 0.00259706 -0.0367345 -0.00891004 -0.0411275 internal_weight=4345.23 4213.2 3758.8 132.025 454.406 119.941 internal_count=19858 17926 15908 1932 2018 1880 is_linear=0 shrinkage=0.0382273 Tree=46 num_leaves=7 num_cat=0 split_feature=101 138 150 80 98 80 split_gain=131.449 41.6347 32.8535 29.5287 6.85005 0.0292511 threshold=1.0000000180025095e-35 7.5000000000000009 0.46254438264199421 0.045188210227272707 0.48684210526315791 0.039786366225452903 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.040781232970850505 0.0091442276116832834 -0.009590626196949675 -0.0045024540283590915 0.0064386672559188333 -0.0059434183369081331 -0.04240010981764044 leaf_weight=96.965945664793253 298.78236344456673 184.76097260415554 1879.1835843622684 1844.9579704999924 8.723162114620207 20.060848474502563 leaf_count=1658 1224 904 8073 7692 39 234 internal_value=-0.000110436 0.00104055 -0.00263034 0.00497955 -0.038623 -0.0410589 internal_weight=4333.43 4207.68 2177.97 2029.72 125.75 117.027 internal_count=19824 17893 9297 8596 1931 1892 is_linear=0 shrinkage=0.0382273 Tree=47 num_leaves=7 num_cat=0 split_feature=100 138 150 35 8 79 split_gain=113.659 38.7105 30.7408 27.356 17.3184 0.0179418 threshold=1.0000000180025095e-35 7.5000000000000009 0.46254438264199421 5.6150000000000011 1.0000000180025095e-35 3.477603621576836 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.0062422354765919608 0.0088084137997457238 0.0055534910102516613 -0.0043925943278254062 -0.020081689912656808 -0.041810865515277053 -0.040633055794944709 leaf_weight=12.679518297314642 298.7835795879364 1964.6640357375145 1878.3037195429206 62.774383291602135 25.131013490259647 86.722643230110407 leaf_count=55 1223 8292 8081 290 326 1557 internal_value=-0.000107214 0.000958802 -0.00258089 0.00475976 -0.0360982 -0.0408979 internal_weight=4329.06 4204.53 2177.09 2027.44 124.533 111.854 internal_count=19824 17886 9304 8582 1938 1883 is_linear=0 shrinkage=0.0382273 Tree=48 num_leaves=5 num_cat=0 split_feature=79 148 148 26 split_gain=96.3039 39.3242 64.9627 11.252 threshold=3.477603621576836 0.30672192291753003 0.26796584848230992 0.47788888888888897 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0021654410818654113 -0.040546253054663965 0.0038495837884543358 -0.0099206813316479372 0.018977639101208959 leaf_weight=3104.4625903517008 84.456850286573172 110.72370186448097 821.9509157538414 204.63011885434389 leaf_count=13396 1569 452 3588 833 internal_value=-0.000126338 0.000678458 -0.000364655 0.0136661 internal_weight=4326.22 4241.77 3926.41 315.354 internal_count=19838 18269 16984 1285 is_linear=0 shrinkage=0.0382273 Tree=49 num_leaves=7 num_cat=0 split_feature=101 80 150 105 105 98 split_gain=113.872 36.9237 23.3493 14.776 10.5342 4.56093 threshold=1.0000000180025095e-35 0.045785126783846462 0.46254438264199421 1.1415000000000002 0.38950000000000007 0.81534090909090928 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.040367385851220204 -0.010813251948366362 0.0097542930334107766 0.0010136221616344867 0.010922019443210175 0.047260146200302444 0.0083038480499300418 leaf_weight=110.57315972819924 464.9192660599947 519.80103109776974 3171.8821937441826 50.688858017325401 2.1004696935415259 2.8868550509214392 leaf_count=1919 2236 2117 13314 230 9 13 internal_value=-0.000122275 0.00090598 0.00224434 -0.00867647 -0.0375585 -0.039129 internal_weight=4322.85 4207.29 3691.68 515.608 115.56 113.46 internal_count=19838 17897 15431 2466 1941 1932 is_linear=0 shrinkage=0.0382273 Tree=50 num_leaves=7 num_cat=0 split_feature=100 138 80 150 8 80 split_gain=102.722 33.5194 30.3772 25.7165 16.2475 0.0169532 threshold=1.0000000180025095e-35 7.5000000000000009 0.045188210227272707 0.46254438264199421 1.0000000180025095e-35 0.035113324175824107 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0049439955218363914 0.0082995071902148016 -0.010145544944681843 0.0061921801612720637 -0.0037662541819787022 -0.04039842701501635 -0.041719508286987506 leaf_weight=12.880513012409208 299.34672033786774 182.73663088679314 1849.7288173437119 1875.0248884856701 83.865970477461815 17.7561897598207 leaf_count=56 1223 900 7698 8078 1655 234 internal_value=0.000221531 0.00119389 0.00472327 -0.00210515 -0.0355029 -0.0406295 internal_weight=4321.34 4206.84 2032.47 2174.37 114.503 101.622 internal_count=19844 17899 8598 9301 1945 1889 is_linear=0 shrinkage=0.0382273 Tree=51 num_leaves=5 num_cat=0 split_feature=79 80 148 47 split_gain=86.4743 32.7285 32.6635 17.3863 threshold=3.477603621576836 0.045785126783846462 0.26796584848230992 1.175 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.022075343101131704 -0.040282344908625117 0.0045579987558236014 -0.0032245064658628906 -0.0045652775500736025 leaf_weight=103.48203357681632 75.709243889898062 2589.5713232532144 1132.8342186510563 415.94353805854917 leaf_count=582 1567 10832 4858 2005 internal_value=0.000212472 0.000935238 0.00218956 -0.00805372 internal_weight=4317.54 4241.83 3722.41 519.426 internal_count=19844 18277 15690 2587 is_linear=0 shrinkage=0.0382273 Tree=52 num_leaves=7 num_cat=0 split_feature=101 147 148 79 111 98 split_gain=102.386 37.9056 96.0779 55.4721 10.7067 5.16897 threshold=1.0000000180025095e-35 0.43375685993796237 0.27654902553509503 3.0541589672518223 11.850000000000003 0.81534090909090928 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.040677445784188318 -0.012819208606586953 0.0066269264801061432 0.00759516910995093 -0.0055316227804879407 0.030820520518045409 0.013145095851917189 leaf_weight=100.31336913257837 807.18185007572174 2079.625638127327 578.23939913511276 744.71305926144123 3.2852911949157706 2.6768566071987143 leaf_count=1923 3487 8572 2416 3436 14 12 internal_value=-5.5051e-05 0.000880441 -0.00429877 0.003421 -0.0371114 -0.0392785 internal_weight=4316.04 4209.76 1385.42 2824.34 106.276 102.99 internal_count=19860 17911 5903 12008 1949 1935 is_linear=0 shrinkage=0.0382273 Tree=53 num_leaves=7 num_cat=0 split_feature=101 147 150 79 105 51 split_gain=97.9628 35.0833 65.7049 51.284 9.87433 4.56572 threshold=1.0000000180025095e-35 0.43375685993796237 0.47465257807797773 3.0541589672518223 0.40050000000000008 1.3650000000000004 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.039859092862745346 -0.017098226900102667 0.0063666801390238545 0.0012154477304487281 -0.0053302224230554422 0.044768984210495293 0.015631259756987651 leaf_weight=98.483351346105337 404.62628099322319 2081.8407729417086 978.8073982000351 743.33507253229618 2.1174198091030112 2.2153182104229918 leaf_count=1923 1751 8572 4152 3436 9 17 internal_value=-5.39174e-05 0.000846732 -0.00414093 0.0032891 -0.0369204 -0.0386383 internal_weight=4311.43 4208.61 1383.43 2825.18 102.816 100.699 internal_count=19860 17911 5903 12008 1949 1940 is_linear=0 shrinkage=0.0382273 Tree=54 num_leaves=7 num_cat=0 split_feature=101 148 148 103 54 79 split_gain=92.8273 37.227 56.0932 10.4261 8.70543 2.78775 threshold=1.0000000180025095e-35 0.30672192291753003 0.26796584848230992 0.70850000000000002 1.2550000000000001 2.1662177642542404 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=0.0075642271260620364 0.0020721867655484759 0.015298257226528561 -0.009218156260406063 0.048125283134540647 -0.0074896222673513056 -0.039683385333130428 leaf_weight=1.8609406724572171 3085.3626433908939 288.97727547585964 812.35628081858158 2.0610975921154013 26.766760021448135 93.864486392587423 leaf_count=14 13134 1162 3528 9 110 1902 internal_value=-0.000112772 0.000741764 -0.000280929 -0.0369332 0.0133664 -0.0387648 internal_weight=4311.25 4213.46 3897.72 97.7865 315.744 95.7254 internal_count=19859 17934 16662 1925 1272 1916 is_linear=0 shrinkage=0.0382273 Tree=55 num_leaves=7 num_cat=0 split_feature=100 148 80 14 10 80 split_gain=79.6585 35.4911 69.584 16.1897 8.55047 0.0122182 threshold=1.0000000180025095e-35 0.30672192291753003 0.089597366200098713 1.0000000180025095e-35 0.93095238095238109 0.035113324175824107 decision_type=2 2 2 2 2 2 left_child=3 2 -2 -1 -3 -5 right_child=1 4 -4 5 -6 -7 leaf_value=0.0062119050979882393 0.0016768036021273937 0.0051132080270821405 -0.013420841748286984 -0.040010258829317059 0.018047813006458992 -0.041231231072177132 leaf_weight=12.593197785317896 3381.5028444305062 121.97552169859409 513.90178875625134 69.83580519631505 192.63127358257771 15.23007659614086 leaf_count=55 14416 491 2244 1648 776 229 internal_value=-0.00010923 0.000682513 -0.000314957 -0.0342405 0.013033 -0.0402291 internal_weight=4307.67 4210.01 3895.4 97.6591 314.607 85.0659 internal_count=19859 17927 16660 1932 1267 1877 is_linear=0 shrinkage=0.0382273 Tree=56 num_leaves=7 num_cat=0 split_feature=101 41 147 29 111 98 split_gain=83.4804 29.599 29.0926 16.4347 9.87763 6.07872 threshold=1.0000000180025095e-35 2.1350000000000002 0.39965962962395968 6.6125000000000007 11.850000000000003 0.81534090909090928 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.040299307854841322 -0.013113664224709713 -0.0064762604373604614 0.0032353113801278414 0.012745979310268541 0.02863109216887913 0.021129231327205338 leaf_weight=86.339673426002264 167.82734437286854 934.29421953856945 3042.9404973238707 69.857754170894623 3.3097859770059577 2.4197642356157294 leaf_count=1903 774 4130 12737 305 14 11 internal_value=-0.000197315 0.000589264 0.00238075 -0.00513898 -0.0362066 -0.0386245 internal_weight=4306.99 4214.92 3210.77 1004.15 92.0692 88.7594 internal_count=19874 17946 13511 4435 1928 1914 is_linear=0 shrinkage=0.0382273 Tree=57 num_leaves=7 num_cat=0 split_feature=80 138 79 136 150 49 split_gain=66.5224 30.9381 28.6748 20.0044 18.3625 10.9889 threshold=0.043836402184014855 7.5000000000000009 3.477603621576836 9.8500000000000032 0.46254438264199421 1.8350000000000002 decision_type=2 2 2 2 2 2 left_child=2 4 5 -3 -2 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.02091208478029756 0.0066653022188910898 0.0075193343266846376 -0.039843558044355493 -0.0008077992805144218 -0.0035361743764755096 -0.005665170148040093 leaf_weight=106.65221555903554 302.8465156070888 1271.6236737594008 60.605516910552979 630.66481157019734 1735.0124894529581 196.0694986730814 leaf_count=632 1248 5339 1561 2684 7448 962 internal_value=-0.00019061 0.00125264 -0.0158421 0.00475864 -0.00202013 -0.0110369 internal_weight=4303.47 3940.15 363.327 1902.29 2037.86 302.722 internal_count=19874 16719 3155 8023 8696 1594 is_linear=0 shrinkage=0.0382273 Tree=58 num_leaves=5 num_cat=0 split_feature=79 147 148 79 split_gain=63.7161 28.3057 83.8014 49.8176 threshold=3.477603621576836 0.43375685993796237 0.27654902553509503 3.0762146935018841 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.012031913912324475 -0.039780437102354876 0.0054680047566512697 0.0069735588249655017 -0.0064497348851138428 leaf_weight=803.6785379126668 58.310858979821205 2163.6379296071827 586.40672235190868 671.6714423596859 leaf_count=3525 1558 8980 2482 3255 internal_value=-9.37092e-05 0.000453976 -0.00401447 0.00264475 internal_weight=4283.71 4225.39 1390.09 2835.31 internal_count=19800 18242 6007 12235 is_linear=0 shrinkage=0.0382273 Tree=59 num_leaves=7 num_cat=0 split_feature=100 148 80 118 54 80 split_gain=69.3813 25.1251 62.3755 13.5236 8.5492 0.0120723 threshold=1.0000000180025095e-35 0.30672192291753003 0.089597366200098713 1.0000000180025095e-35 1.2550000000000001 0.035113324175824107 decision_type=2 2 2 2 2 2 left_child=3 2 -2 -1 -3 -5 right_child=1 4 -4 5 -6 -7 leaf_value=0.0028415440321822171 0.001667340082902629 0.012967214907887079 -0.012622507169976 -0.039754982831254372 -0.0097972090846735992 -0.04101434670592554 leaf_weight=12.582058563828467 3365.904754832387 285.74678817391396 514.62936240434647 60.325731195509434 26.328851014375687 14.380708847194908 leaf_count=55 14355 1147 2260 1644 108 231 internal_value=-9.08355e-05 0.000611452 -0.000227755 -0.0338227 0.0110466 -0.0399977 internal_weight=4279.9 4192.61 3880.53 87.2885 312.076 74.7064 internal_count=19800 17870 16615 1930 1255 1875 is_linear=0 shrinkage=0.0382273 Tree=60 num_leaves=7 num_cat=0 split_feature=100 35 121 35 8 80 split_gain=66.0697 26.8245 24.1096 16.7228 12.7641 0.0103768 threshold=1.0000000180025095e-35 3.3150000000000004 1.3540000000000003 6.0850000000000009 1.0000000180025095e-35 0.035113324175824107 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.0025182994363825363 0.0057499824353348947 -0.0028498858354314652 -0.0013272233535530126 -0.019585863780801325 -0.039695800128991814 -0.040902767810278538 leaf_weight=12.09467553347349 1540.1948764175177 1280.5190480425954 1294.7284328490496 93.626544341444969 58.583299651741982 13.451820742338894 leaf_count=53 6446 5569 5488 438 1656 224 internal_value=-0.000277347 0.000393104 0.00251778 -0.00399019 -0.0338203 -0.0399215 internal_weight=4293.2 4209.07 2834.92 1374.15 84.1298 72.0351 internal_count=19874 17941 11934 6007 1933 1880 is_linear=0 shrinkage=0.0382273 Tree=61 num_leaves=7 num_cat=0 split_feature=101 7 146 103 20 98 split_gain=70.0224 25.4555 18.7174 9.52248 8.82034 4.65456 threshold=1.0000000180025095e-35 32.134274428067677 1.0000000180025095e-35 0.70850000000000002 1.0000000180025095e-35 0.90454545454545465 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.039523729021418499 -4.4159265476406878e-05 -0.00062662961011532379 0.0064525473296214364 0.044778190423967253 -0.012702812211865967 0.020044316271551836 leaf_weight=75.341746877878904 2981.2519594281912 131.36104965209961 828.03865532577038 2.0847594588994971 270.14651679992676 1.966661438345908 leaf_count=1912 12696 576 3494 9 1178 9 internal_value=-0.000267501 0.000403099 0.00136805 -0.0358341 -0.00875186 -0.0380083 internal_weight=4290.19 4210.8 3809.29 79.3932 401.508 77.3084 internal_count=19874 17944 16190 1930 1754 1921 is_linear=0 shrinkage=0.0382273 Tree=62 num_leaves=7 num_cat=0 split_feature=101 138 49 148 111 106 split_gain=67.4184 32.3463 16.4226 15.4047 9.33792 3.06297 threshold=1.0000000180025095e-35 7.5000000000000009 3.1050000000000004 0.27350937747107446 11.850000000000003 0.47750000000000009 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0024560561164855598 -0.0043216264321054351 0.0020389173591189198 0.0099284665142333056 0.0036447586459578173 0.027138492544781571 -0.039878927119617186 leaf_weight=2.5885207056999198 1714.4956101626158 1519.5643299221992 516.63620920479298 447.24380968511105 3.3213746249675742 70.909645993262529 leaf_count=12 7399 6508 2107 1879 14 1903 internal_value=-6.61902e-05 0.00058323 0.0040407 -0.00267345 -0.0355547 -0.0383879 internal_weight=4274.76 4197.94 2036.2 2161.74 76.8195 73.4982 internal_count=19822 17893 8615 9278 1929 1915 is_linear=0 shrinkage=0.0382273 Tree=63 num_leaves=7 num_cat=0 split_feature=100 138 80 147 8 80 split_gain=56.5644 29.8298 22.4158 19.9257 14.5034 0.00744772 threshold=1.0000000180025095e-35 7.5000000000000009 0.045188210227272707 0.45340220333168152 1.0000000180025095e-35 0.035113324175824107 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0059066618931975781 -0.0049205640664044294 -0.0090423341513175236 0.0051018870029241013 0.003201853262763777 -0.039531114520684592 -0.040601683503656331 leaf_weight=12.067158348858355 1542.602110825479 179.58943441510201 1854.728308275342 618.24403940141201 52.128424547612667 12.626358184963463 leaf_count=53 6632 901 7703 2653 1646 234 internal_value=-6.422e-05 0.00053103 0.00385323 -0.00259664 -0.03257 -0.0397402 internal_weight=4271.99 4195.16 2034.32 2160.85 76.8219 64.7548 internal_count=19822 17889 8604 9285 1933 1880 is_linear=0 shrinkage=0.0382273 Tree=64 num_leaves=5 num_cat=0 split_feature=79 147 148 79 split_gain=49.8247 26.2354 71.0252 43.3879 threshold=3.477603621576836 0.43375685993796237 0.27654902553509503 3.0541589672518223 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.011324961335998574 -0.039453734116123386 0.0052958944490838038 0.0062169125698209931 -0.0054129165822090521 leaf_weight=802.06611590832472 46.41666379198432 2094.0599931627512 582.07036749273539 751.22158024832606 leaf_count=3536 1547 8686 2462 3610 internal_value=-6.37065e-05 0.000368592 -0.00394808 0.00246851 internal_weight=4275.83 4229.42 1384.14 2845.28 internal_count=19841 18294 5998 12296 is_linear=0 shrinkage=0.0382273 Tree=65 num_leaves=7 num_cat=0 split_feature=101 147 148 80 98 80 split_gain=59.8401 24.8194 66.2831 37.2264 7.30839 0.013469 threshold=1.0000000180025095e-35 0.43375685993796237 0.27654902553509503 0.045785126783846462 0.48684210526315791 0.043836402184014855 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.039452878584018712 -0.010841943846053878 -0.0067923972253429556 0.0061584724069699932 0.0046268782529411967 -0.0026155650965635391 -0.040892971385481307 leaf_weight=49.026169825345278 796.56922852993011 508.71864698827267 578.56271317601204 2318.3439113199711 8.8674784600734693 12.342281639575956 leaf_count=1652 3494 2483 2412 9532 41 227 internal_value=-6.18368e-05 0.000523054 -0.00368932 0.00257202 -0.0350555 -0.0397428 internal_weight=4272.43 4202.19 1375.13 2827.06 70.2359 61.3685 internal_count=19841 17921 5906 12015 1920 1879 is_linear=0 shrinkage=0.0382273 Tree=66 num_leaves=5 num_cat=0 split_feature=147 35 147 136 split_gain=34.6521 27.4451 26.5432 11.6959 threshold=0.51497848158142856 4.1750000000000007 0.43375685993796237 18.150000000000002 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0032237398601613833 -0.039352479226511763 -0.0064453351660230225 0.0035427731476409597 -0.025464643457567413 leaf_weight=1278.1535945720971 32.61969280987978 399.22454646974802 2512.4135648421943 53.591177755966783 leaf_count=5541 1174 1903 10990 263 internal_value=-0.000103143 0.000198579 0.00126115 -0.00869631 internal_weight=4276 4243.38 3790.57 452.816 internal_count=19871 18697 16531 2166 is_linear=0 shrinkage=0.0382273 Tree=67 num_leaves=7 num_cat=0 split_feature=101 35 147 23 98 79 split_gain=53.6552 24.6546 24.9755 12.2502 9.14235 0.0111296 threshold=1.0000000180025095e-35 3.7150000000000003 0.39965962962395968 0.90000000000000013 0.48684210526315791 3.3327687937062942 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.040552385369922374 -0.011778970232003277 0.028985628269840188 0.0025744132162897402 -0.0065501322154187854 0.0023964648201403177 -0.039330665542286605 leaf_weight=15.636265795677899 187.28798916935921 14.455613583326338 3274.0674908310175 732.04334482550621 8.687645345926283 42.181373873725533 leaf_count=323 873 63 13758 3259 40 1555 internal_value=-9.95595e-05 0.000438887 0.00179777 -0.00586198 -0.0341674 -0.0396614 internal_weight=4274.36 4207.85 3461.36 746.499 66.5053 57.8176 internal_count=19871 17953 14631 3322 1918 1878 is_linear=0 shrinkage=0.0382273 Tree=68 num_leaves=7 num_cat=0 split_feature=101 138 80 120 103 106 split_gain=53.5163 24.6873 17.3167 16.1755 8.76233 2.62855 threshold=1.0000000180025095e-35 7.5000000000000009 0.045188210227272707 2.7320000000000007 0.70850000000000002 0.22750000000000004 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0092915701188913246 -0.0020491374096150814 -0.0080697657086278261 0.0045049479707219764 -0.030526352935958834 0.042421937838327817 -0.038431685969595286 leaf_weight=1.7342211008071888 2137.1606879979372 175.08291891217232 1862.0226372629404 29.55051089823246 2.0909781008958808 61.154435476288199 leaf_count=8 9181 886 7730 137 9 1919 internal_value=-0.000129177 0.00040297 0.00342419 -0.00243753 -0.0345559 -0.0371156 internal_weight=4268.8 4203.82 2037.11 2166.71 64.9796 62.8887 internal_count=19870 17934 8616 9318 1936 1927 is_linear=0 shrinkage=0.0382273 Tree=69 num_leaves=7 num_cat=0 split_feature=101 138 41 120 111 107 split_gain=51.1605 22.8357 18.0788 15.1498 8.73649 2.66343 threshold=1.0000000180025095e-35 7.5000000000000009 2.6450000000000005 2.7320000000000007 11.850000000000003 0.31850000000000006 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0089070424148935748 -0.0019717373134930517 0.0038265182444440094 -0.02096666144100709 -0.029673794990878209 0.026018884206316692 -0.039093778644614906 leaf_weight=1.7398419827222813 2136.169087857008 1993.8593375086784 43.924859344959259 29.243459835648537 3.3199586272239676 57.886718356981874 leaf_count=8 9181 8404 212 137 14 1914 internal_value=-0.000124774 0.000387521 0.00329209 -0.00234585 -0.0343326 -0.0376931 internal_weight=4266.14 4203.2 2037.78 2165.41 62.9465 59.6266 internal_count=19870 17934 8616 9318 1936 1922 is_linear=0 shrinkage=0.0382273 Tree=70 num_leaves=7 num_cat=0 split_feature=101 35 147 93 79 51 split_gain=47.916 24.0616 24.7019 8.5365 7.9011 3.29862 threshold=1.0000000180025095e-35 5.5250000000000012 0.45340220333168152 14.550000000000002 2.7914554781410312 1.3650000000000004 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.039563304945042517 -0.00093691958907414703 -0.0026638034792350698 0.0055406776746273279 0.017794178537080291 -0.021774765229427839 0.014608863821465059 leaf_weight=54.000969208776951 2821.7728139013052 48.501434728503227 1237.6189818382263 4.3317770957946768 90.790955737233162 1.6938748322427262 leaf_count=1882 11994 210 5270 20 443 16 internal_value=1.70661e-05 0.000501899 0.00103796 -0.0338953 -0.0151204 -0.0379156 internal_weight=4258.71 4198.68 4059.39 60.0266 139.292 55.6948 internal_count=19835 17917 17264 1918 653 1898 is_linear=0 shrinkage=0.0382273 Tree=71 num_leaves=7 num_cat=0 split_feature=101 148 80 103 92 98 split_gain=45.8 23.2866 54.8155 9.97101 8.12401 3.75887 threshold=1.0000000180025095e-35 0.30672192291753003 0.089597366200098713 0.70850000000000002 -0.16249999999999992 0.90454545454545465 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.038091830334369498 0.0014446338040335412 -0.0031163585825924505 -0.0119657090336721 0.053553357099278984 0.013264309348511744 0.026735265591396818 leaf_weight=54.956267978996038 3370.9025843888521 53.268892377614975 513.23724688589573 1.8534354865550984 261.13944056630135 1.3385660350322712 leaf_count=1904 14386 214 2268 8 1049 6 internal_value=1.59705e-05 0.000482619 -0.000327365 -0.0336778 0.010489 -0.0365502 internal_weight=4256.7 4198.55 3884.14 58.1483 314.408 56.2948 internal_count=19835 17917 16654 1918 1263 1910 is_linear=0 shrinkage=0.0382273 Tree=72 num_leaves=7 num_cat=0 split_feature=101 147 150 80 105 47 split_gain=43.8816 22.5864 67.6474 35.5945 7.69205 5.58967 threshold=1.0000000180025095e-35 0.43375685993796237 0.47465257807797773 0.045785126783846462 0.40050000000000008 2.2250000000000005 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.038135086508154996 -0.0168669210973862 -0.0068043734176571778 0.0018374849994842169 0.0044014959365827958 0.038411894489999057 0.030967857346757666 leaf_weight=53.576739445328712 397.81669650971889 504.47392162680626 975.26428399980068 2315.4802176356316 2.1111398488283148 1.7666363716125477 leaf_count=1907 1763 2470 4157 9511 9 14 internal_value=-1.55997e-05 0.000439069 -0.00358166 0.00239683 -0.0331971 -0.035929 internal_weight=4250.49 4193.04 1373.08 2819.95 57.4545 55.3434 internal_count=19831 17901 5920 11981 1930 1921 is_linear=0 shrinkage=0.0382273 Tree=73 num_leaves=8 num_cat=0 split_feature=80 148 148 35 53 148 1 split_gain=37.784 22.16 177.311 29.0449 18.3876 16.568 9.85613 threshold=0.043836402184014855 0.26796584848230992 0.27064914705796966 3.5250000000000004 1.8250000000000004 0.12450088674293676 1609.9848850434557 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.020418809727683295 0.005104504699398966 -0.034726284914938239 0.0038824070128439078 -0.0038699522535999412 -0.010153583756672148 -0.028242638798326086 0.0095066610603376008 leaf_weight=11.220544427633284 2093.9500106237829 214.9991662800312 907.64084750413895 704.21676307544112 151.07644687406719 115.15388314425945 49.462196281179786 leaf_count=61 8775 1049 3819 3044 813 2012 258 internal_value=-1.5515e-05 0.00102555 -0.00351164 0.0028459 -0.0125014 -0.023922 -0.00530444 internal_weight=4247.72 3920.81 1122.64 2798.17 326.913 126.374 200.539 internal_count=19831 16687 4868 11819 3144 2073 1071 is_linear=0 shrinkage=0.0382273 Tree=74 num_leaves=7 num_cat=0 split_feature=100 148 147 8 142 148 split_gain=35.3249 23.357 48.5345 12.6926 10.1633 0.00374541 threshold=1.0000000180025095e-35 0.30672192291753003 0.41641356115479727 1.0000000180025095e-35 1.1880000000000002 0.18029143475572049 decision_type=2 2 2 2 2 2 left_child=3 2 -2 -1 -3 -5 right_child=1 4 -4 5 -6 -7 leaf_value=0.0039494289204551657 -0.010814980277003283 0.0083098143020691601 0.0013146638176445428 -0.039102412803750611 0.033190371161434876 -0.040012089057477482 leaf_weight=12.724131457507609 564.31774753332138 288.21944017708302 3307.0945669487119 35.420840391889215 26.169683516025543 9.5460523664951307 leaf_count=56 2569 1158 14064 1637 105 232 internal_value=-4.91344e-05 0.000360332 -0.000453419 -0.0297579 0.0103809 -0.039296 internal_weight=4243.49 4185.8 3871.41 57.691 314.389 44.9669 internal_count=19821 17896 16633 1925 1263 1869 is_linear=0 shrinkage=0.0382273 Tree=75 num_leaves=5 num_cat=0 split_feature=79 51 10 84 split_gain=33.1456 18.3556 21.583 16.1092 threshold=3.477603621576836 1.1450000000000002 1.8452380952380956 0.080825892857142853 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0067603162899833522 -0.039044828897928638 0.0016935048992381659 0.0035903658485680274 0.030812415599027688 leaf_weight=915.07409508153796 31.61195120587945 2832.0363028235734 434.01382167451084 28.037645787000656 leaf_count=4203 1550 11958 1995 115 internal_value=-4.76881e-05 0.000245195 -0.00343041 0.00197897 internal_weight=4240.77 4209.16 1349.09 2860.07 internal_count=19821 18271 6198 12073 is_linear=0 shrinkage=0.0382273 Tree=76 num_leaves=5 num_cat=0 split_feature=79 7 3 113 split_gain=32.0763 18.6117 20.8361 8.25459 threshold=3.477603621576836 32.134274428067677 1479.113620024503 0.68150000000000011 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0024895623443932499 -0.039013396367452532 -0.0060246189478644265 0.0033150624973864889 -0.027027604530109522 leaf_weight=1474.8632075823843 30.643931346014142 375.21452393755317 2333.3983097039163 29.494234502315521 leaf_count=6394 1560 1682 10089 130 internal_value=-4.46892e-05 0.000238762 0.00106705 -0.0075553 internal_weight=4243.61 4212.97 3808.26 404.709 internal_count=19855 18295 16483 1812 is_linear=0 shrinkage=0.0382273 Tree=77 num_leaves=7 num_cat=0 split_feature=101 80 138 53 98 10 split_gain=37.6551 18.569 20.2598 10.418 7.23011 0.0108875 threshold=1.0000000180025095e-35 0.043836402184014855 7.5000000000000009 1.8250000000000004 0.48684210526315791 0.20714285714285713 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.043346366612743339 -0.01972649689339041 -0.0016267584955750852 0.0038833578579060817 -0.0040758480892549749 -0.0007972095023643127 -0.039224268252133918 leaf_weight=1.0040177013725031 90.88564720749855 2012.5256910771132 1891.7115412652493 196.60348393023014 8.5677466541528684 41.07840795442462 leaf_count=26 523 8572 7872 955 41 1866 internal_value=-4.32667e-05 0.000352625 0.00104305 -0.00902361 -0.0328063 -0.0393231 internal_weight=4242.38 4191.73 3904.24 287.489 50.6502 42.0824 internal_count=19855 17922 16444 1478 1933 1892 is_linear=0 shrinkage=0.0382273 Tree=78 num_leaves=8 num_cat=0 split_feature=80 147 53 116 121 3 49 split_gain=34.6346 42.5804 18.7661 18.0596 16.8458 8.4053 7.62575 threshold=0.043836402184014855 0.4519630965593785 1.8050000000000004 1.0000000180025095e-35 1.3165000000000002 1487.0612135303106 3.1550000000000007 decision_type=2 2 2 2 2 2 2 left_child=2 3 6 -2 -3 -4 -1 right_child=1 4 5 -5 -6 -7 -8 leaf_value=-0.026005192165402462 4.3205979989469515e-05 0.011071023887127916 -0.015900998740843345 -0.0077345459350379141 0.0017216677202900169 0.00047063350548624193 0.044007424257404767 leaf_weight=110.41211433522403 2200.6206938549876 685.16696409508586 69.619229739531875 544.1309021897614 478.17205741256475 134.08890867605805 2.3207776397466651 leaf_count=2028 9443 2830 382 2367 2005 721 11 internal_value=0.000114135 0.00109906 -0.0120498 -0.00149869 0.00722812 -0.00512455 -0.0245637 internal_weight=4224.53 3908.09 316.441 2744.75 1163.34 203.708 112.733 internal_count=19787 16645 3142 11810 4835 1103 2039 is_linear=0 shrinkage=0.0382273 Tree=79 num_leaves=7 num_cat=0 split_feature=101 148 147 26 111 148 split_gain=34.5123 20.8714 47.2434 9.61033 7.57348 3.92684 threshold=1.0000000180025095e-35 0.30672192291753003 0.42111881931569756 0.47788888888888897 11.850000000000003 0.32477284679800961 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.038002569903178289 -0.0096267057773132374 0.0008585643538442817 0.0016273529762449389 0.01489071778212323 0.023867326567475672 0.027019085606562684 leaf_weight=43.904562955722213 656.85931043326855 109.82181477546692 3203.4705880954862 203.46494761109352 3.3143019080162039 1.4002673290669907 leaf_count=1908 2968 441 13625 817 14 14 internal_value=0.000109486 0.000482511 -0.000287597 0.00997179 -0.0319119 -0.0359926 internal_weight=4222.24 4173.62 3860.33 313.287 48.6191 45.3048 internal_count=19787 17851 16593 1258 1936 1922 is_linear=0 shrinkage=0.0382273 Tree=80 num_leaves=5 num_cat=0 split_feature=150 36 147 150 split_gain=27.8503 20.9062 21.6941 11.333 threshold=0.67433880603523477 9.5950000000000006 0.4519630965593785 0.53091597192194084 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0012857418351094347 -0.038910078165227582 -0.0026743696274828424 0.004577189911830825 -0.026433520988202622 leaf_weight=2696.0447185132653 26.689612995833158 53.992655042558908 1401.8079480454326 64.248708307743073 leaf_count=11594 1556 236 6168 320 internal_value=1.61878e-05 0.000262612 0.000719871 -0.0155844 internal_weight=4242.78 4216.09 4097.85 118.241 internal_count=19874 18318 17762 556 is_linear=0 shrinkage=0.0382273 Tree=81 num_leaves=7 num_cat=0 split_feature=101 35 147 98 8 53 split_gain=31.3024 19.821 20.0559 8.37884 7.78072 0.0101272 threshold=1.0000000180025095e-35 5.5250000000000012 0.4519630965593785 0.48684210526315791 3.0333333333333337 3.0350000000000006 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.03913751770364305 -0.0010886660017559574 -0.010458148678275074 0.0045810899065546178 0.0026757598492016059 -0.038095303130655997 -0.043428571766132781 leaf_weight=36.410224074497819 2672.703592851758 122.31643423438072 1383.7411834150553 8.5728673189878446 16.948415115475655 0.86387577280402084 leaf_count=1870 11361 581 5924 41 83 14 internal_value=1.52912e-05 0.000358576 0.000845411 -0.0314003 -0.0138217 -0.0392375 internal_weight=4241.56 4195.71 4056.44 45.847 139.265 37.2741 internal_count=19874 17949 17285 1925 664 1884 is_linear=0 shrinkage=0.0382273 Tree=82 num_leaves=7 num_cat=0 split_feature=100 138 136 120 8 79 split_gain=26.1519 19.3271 17.216 12.3137 11.5497 0.00289424 threshold=1.0000000180025095e-35 7.5000000000000009 18.150000000000002 2.7320000000000007 1.0000000180025095e-35 3.477603621576836 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0041276737016936313 -0.0018398356016882493 0.004293358995729999 -0.0066372267917639621 -0.026677513300289522 -0.039662321663567653 -0.038852961193709991 leaf_weight=12.103036694228647 2125.636411536485 1797.7394551485777 238.50346839427948 29.573898732662201 10.974931154400108 24.600974045693874 leaf_count=53 9176 7605 1021 141 333 1552 internal_value=2.22579e-05 0.000342493 0.00301307 -0.00218067 -0.0281293 -0.0391032 internal_weight=4239.13 4191.45 2036.24 2155.21 47.6789 35.5759 internal_count=19881 17943 8626 9317 1938 1885 is_linear=0 shrinkage=0.0382273 Tree=83 num_leaves=7 num_cat=0 split_feature=101 147 148 80 103 98 split_gain=31.182 19.7862 29.1185 26.6835 6.0401 4.37798 threshold=1.0000000180025095e-35 0.45340220333168152 0.27350937747107446 0.045188210227272707 0.95550000000000013 0.90454545454545465 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.037471322179829326 -0.0038341125331420364 -0.0066284363531299252 0.0046353778159220239 0.0070368194201552393 0.051744324452269161 0.021391592403638273 leaf_weight=39.976871243678033 2066.040129929781 261.60080984979868 832.11505380272865 1034.7680025398731 1.2135023921728123 1.9355621337890614 leaf_count=1919 8920 1342 3470 4216 5 9 internal_value=2.11052e-05 0.000353606 -0.00140236 0.00427924 -0.0323183 -0.0347528 internal_weight=4237.65 4194.52 2898.16 1296.37 43.1259 41.9124 internal_count=19881 17948 12390 5558 1933 1928 is_linear=0 shrinkage=0.0382273 Tree=84 num_leaves=8 num_cat=0 split_feature=80 147 148 94 149 121 105 split_gain=24.91 30.7059 29.1719 18.9964 11.5582 11.5071 8.62524 threshold=0.045785126783846462 0.4519630965593785 0.28892252608904478 19.050000000000004 0.58334640781137115 1.3165000000000002 1.1675000000000002 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.0057492594824967809 -0.0027298155282453121 0.0098848746855668239 0.0087331505550681775 -0.0021357217790616001 -0.019815035944536395 0.0017589828604361829 0.018227932550930064 leaf_weight=163.22337156720459 2273.1698263864964 631.55641060322523 378.43712129443884 143.49451266229153 178.98794083669782 426.74400146305561 38.563468128442764 leaf_count=904 9832 2581 1546 705 2361 1756 176 internal_value=1.06542e-06 0.00110329 -0.00109382 -0.00779866 -0.0131061 0.00660823 0.00217774 internal_weight=4234.18 3709.91 2651.61 524.269 342.211 1058.3 182.058 internal_count=19861 15715 11378 4146 3265 4337 881 is_linear=0 shrinkage=0.0382273 Tree=85 num_leaves=5 num_cat=0 split_feature=79 148 148 142 split_gain=23.2169 19.088 47.0207 10.5552 threshold=3.477603621576836 0.28892252608904478 0.26796584848230992 1.1880000000000002 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=0.0014801095137476107 -0.038801440883057953 0.0064479905534098776 -0.0092179766213650784 0.02931196810318322 leaf_weight=3084.9178022984415 22.41411292552948 346.33501360192895 745.45255230925977 32.253227937966585 leaf_count=13417 1546 1415 3352 131 internal_value=7.84008e-07 0.000207423 -0.000601913 0.00839589 internal_weight=4231.37 4208.96 3830.37 378.588 internal_count=19861 18315 16769 1546 is_linear=0 shrinkage=0.0382273 Tree=86 num_leaves=7 num_cat=0 split_feature=101 27 26 150 100 79 split_gain=26.696 18.913 25.4791 15.5196 7.26409 2.3047 threshold=1.0000000180025095e-35 0.50211111111111129 0.47612500000000008 0.47465257807797773 0.90000000000000013 2.1662177642542404 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.017060774624060301 -0.0077247375786622672 -0.0030539992106698257 0.0068114139267188845 -0.00016817023747200653 0.0067124028989520579 -0.039756380652623137 leaf_weight=1.0774417705833901 498.20207995176315 573.70917245745659 1148.2018735557795 1958.549763135612 6.3202097155153742 32.672162786126137 leaf_count=12 2152 2422 4868 8456 32 1862 internal_value=0.000154736 0.000452518 0.00352444 -0.00170056 -0.0308989 -0.0379423 internal_weight=4218.73 4178.66 1721.91 2456.75 40.0698 33.7496 internal_count=19804 17898 7290 10608 1906 1874 is_linear=0 shrinkage=0.0382273 Tree=87 num_leaves=7 num_cat=0 split_feature=101 27 80 121 111 98 split_gain=25.4601 17.4869 21.0692 20.3519 7.19957 4.03373 threshold=1.0000000180025095e-35 0.50211111111111129 0.094882947619222419 1.3165000000000002 11.850000000000003 0.81534090909090928 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.038875406550539574 -0.00043133937720974476 0.007091695034580057 -0.012041686073879414 -0.001272272743275559 0.023404696067422737 0.015512188720440131 leaf_weight=33.485079636797309 2201.1377548277378 959.91766338050365 254.84844842553139 763.10035909712315 3.297087922692298 2.1185971200466147 leaf_count=1882 9464 4035 1144 3255 14 10 internal_value=0.00014856 0.00043511 -0.0016361 0.00338741 -0.0306344 -0.0356389 internal_weight=4217.9 4179 2455.99 1723.02 38.9008 35.6037 internal_count=19804 17898 10608 7290 1906 1892 is_linear=0 shrinkage=0.0382273 Tree=88 num_leaves=7 num_cat=0 split_feature=101 138 136 44 98 15 split_gain=23.7971 18.8438 17.6964 14.0262 7.35438 0.0128646 threshold=1.0000000180025095e-35 7.5000000000000009 17.150000000000002 4.1750000000000007 0.48684210526315791 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.044840306426881291 -0.0064003388006086681 0.0041173893809881542 -0.0065355866629668111 -4.0080588054746385e-06 0.0022693189504537636 -0.038963308260244203 leaf_weight=0.57643782347440975 797.01505626738071 1777.9659421518445 261.36825385689735 1348.8289858102798 7.9665504097938529 29.230249148793519 leaf_count=13 3582 7522 1118 5702 39 1870 internal_value=-0.000151768 0.000120857 0.00275207 -0.00237975 -0.0303575 -0.0390777 internal_weight=4222.95 4185.18 2039.33 2145.84 37.7732 29.8067 internal_count=19846 17924 8640 9284 1922 1883 is_linear=0 shrinkage=0.0382273 Tree=89 num_leaves=7 num_cat=0 split_feature=101 138 136 147 98 53 split_gain=22.7004 17.4318 16.3964 13.0903 7.2575 0.00776899 threshold=1.0000000180025095e-35 7.5000000000000009 9.8500000000000032 0.45340220333168152 0.48684210526315791 3.0350000000000006 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.038945083363516167 -0.0041828224538715663 0.0050758757067681142 -0.0021868409358684984 0.0024235028342209889 0.0021809651240844987 -0.043245795992106588 leaf_weight=28.042661017738286 1530.1153858602047 1357.5266495794058 682.69202627241611 614.2583244368434 7.9723146706819525 0.66894279792904754 leaf_count=1871 6648 5729 2911 2636 39 12 internal_value=-0.000146295 0.000116177 0.00264565 -0.00229043 -0.0300865 -0.039046 internal_weight=4221.28 4184.59 2040.22 2144.37 36.6839 28.7116 internal_count=19846 17924 8640 9284 1922 1883 is_linear=0 shrinkage=0.0382273 Tree=90 num_leaves=7 num_cat=0 split_feature=101 27 147 9 111 49 split_gain=22.6482 16.7509 19.5781 13.0095 6.67006 3.27981 threshold=1.0000000180025095e-35 0.5221111111111113 0.39487318826102363 1.7238095238095241 14.15 4.2250000000000005 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.036649862748997022 0.018244797366409698 0.0061218790372194829 -0.0019033866344070217 -0.0026013533285891917 0.035353195859860236 0.022165019111628853 leaf_weight=32.798551472835243 72.283875688910484 953.54051098227501 2818.1034480035305 338.53008045256138 2.1426804661750785 1.4463529512286175 leaf_count=1920 323 4013 12136 1446 9 13 internal_value=-4.32692e-05 0.000217981 -0.00139951 0.00383634 -0.0300715 -0.0341655 internal_weight=4218.85 4182.46 2890.39 1292.07 36.3876 34.2449 internal_count=19860 17918 12459 5459 1942 1933 is_linear=0 shrinkage=0.0382273 Tree=91 num_leaves=7 num_cat=0 split_feature=101 35 121 35 111 47 split_gain=21.5824 15.4754 19.914 11.31 6.35029 3.16306 threshold=1.0000000180025095e-35 3.3150000000000004 1.3540000000000003 8.1650000000000009 14.15 2.2350000000000008 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.036428870764433241 0.0047563478416432709 -0.0026473809967273577 -0.0016917609226869135 -0.027788592987199212 0.033896015134820177 0.021128749073937022 leaf_weight=31.756262081675231 1538.8265086114407 1333.2290720939636 1283.838330924511 26.670405216515064 2.1492494195699683 1.4590567313134659 leaf_count=1920 6451 5868 5464 135 9 13 internal_value=-4.1874e-05 0.000209569 0.00182354 -0.00314046 -0.0297796 -0.0339003 internal_weight=4217.93 4182.56 2822.66 1359.9 35.3646 33.2153 internal_count=19860 17918 11915 6003 1942 1933 is_linear=0 shrinkage=0.0382273 Tree=92 num_leaves=8 num_cat=0 split_feature=80 147 149 49 144 10 149 split_gain=19.8691 24.261 20.5382 13.4684 11.5708 9.13167 9.10655 threshold=0.043836402184014855 0.4519630965593785 0.4915268008449985 1.6850000000000003 0.013350000000000002 3.2761904761904765 0.55463384271978033 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -3 -5 -1 right_child=1 4 -4 5 -6 -7 -8 leaf_value=0.0092443572113917408 0.0045456025901184438 0.0061060374850794913 -0.0031219916300887474 -0.0057874434384415233 -0.014086375027186295 0.039811332726247366 -0.027318290114114126 leaf_weight=11.51858504116535 677.82674345932901 1119.9893146269023 2067.8859507851303 211.92375009134412 43.063869761303067 6.6178145101293913 73.306077971123159 leaf_count=64 2846 4641 9018 1279 185 48 1751 internal_value=-4.39583e-07 0.000730995 -0.00122911 -0.0094247 0.00535838 -0.00440655 -0.0223533 internal_weight=4212.13 3908.77 2745.71 303.366 1163.05 218.542 84.8247 internal_count=19832 16690 11864 3142 4826 1327 1815 is_linear=0 shrinkage=0.0382273 Tree=93 num_leaves=8 num_cat=0 split_feature=35 147 147 79 79 36 150 split_gain=18.2218 15.5429 68.4612 18.6737 7.84397 8.64497 8.18801 threshold=4.455000000000001 0.39487318826102363 0.39965962962395968 3.0271346066537861 2.7914554781410312 14.925000000000002 0.51367441511740919 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.030597945416462231 -0.0073922372819833857 -0.030506909912277738 0.0012060714085043371 -0.0026041303130483347 -0.010419174201921594 -0.036206517155504679 0.01397941358971677 leaf_weight=54.866249037906528 85.70449954085052 102.24585298448801 3671.0365108689293 45.103034341707826 192.25786474812776 21.080204240046442 37.728784423321486 leaf_count=256 376 537 16751 203 1371 174 164 internal_value=-6.8483e-07 0.000740893 0.000346731 0.0156183 -0.00852966 -0.0129673 -0.00085972 internal_weight=4210.02 3873.25 3773.28 99.9693 336.771 213.338 123.433 internal_count=19832 17747 17288 459 2085 1545 540 is_linear=0 shrinkage=0.0382273 Tree=94 num_leaves=8 num_cat=0 split_feature=148 148 148 149 84 55 101 split_gain=21.2514 26.7835 143.787 19.1842 18.2709 13.1696 11.7781 threshold=0.24269371034620571 0.26796584848230992 0.27064914705796966 0.52223612762013494 0.042500000000000003 1.8550000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.037821841954744861 0.0087035774097460883 -0.032402186692077034 0.0030783583519821607 0.0012271168618565563 0.0061761620406538785 -0.02343468243337684 -0.0078395715415320432 leaf_weight=19.768667708151042 768.66073442623019 204.52736931852996 907.50875689834356 1443.156303267926 230.41986278723925 24.259643897414207 608.16340335458517 leaf_count=1618 3182 1046 3824 6158 1043 105 2847 internal_value=-7.92854e-06 0.00139221 -0.00344729 0.00382537 -0.00528076 0.00335552 -0.00878351 internal_weight=4206.46 3323.85 1112.04 2211.82 882.612 254.68 627.932 internal_count=19823 14210 4870 9340 5613 1148 4465 is_linear=0 shrinkage=0.0382273 Tree=95 num_leaves=8 num_cat=0 split_feature=148 148 148 149 84 36 79 split_gain=19.7004 24.7937 135.082 17.7167 16.9755 18.9376 9.9184 threshold=0.24269371034620571 0.26796584848230992 0.27064914705796966 0.52223612762013494 0.042500000000000003 9.5950000000000006 3.477603621576836 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0077115898487167614 0.0083619986887284378 -0.031637903016590564 0.0029592896881971403 0.0011799250635404262 0.0065805790814361699 -0.029154762017851877 -0.038638917559194352 leaf_weight=610.11191093921661 769.45963221229613 201.51955008506775 907.9271426871419 1443.4950777702034 230.84567071683705 23.915426639840007 15.538655975833533 leaf_count=2982 3182 1046 3824 6158 1015 133 1483 internal_value=-8.30925e-06 0.00133897 -0.00332494 0.00367718 -0.00509252 0.00322591 -0.00847973 internal_weight=4202.81 3322.4 1109.45 2212.95 880.412 254.761 625.651 internal_count=19823 14210 4870 9340 5613 1148 4465 is_linear=0 shrinkage=0.0382273 Tree=96 num_leaves=7 num_cat=0 split_feature=101 35 26 145 98 15 split_gain=17.604 14.5194 16.432 9.39953 7.51997 0.0124184 threshold=1.0000000180025095e-35 5.5250000000000012 0.60563492063492075 0.23195000000000002 0.48684210526315791 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.044976139970350361 -3.7420933440984851e-06 -0.017108041424912065 0.011481770479012377 0.0079803682215536034 0.002881404873241452 -0.038848117042032115 leaf_weight=0.51336818374693649 3852.0475680604577 109.70261754095554 191.05483514070511 27.241282239556313 8.4769236519932729 23.585212191566825 leaf_count=13 16480 530 805 133 42 1869 internal_value=-9.37922e-05 0.00012436 0.000539001 -0.0121174 -0.0280865 -0.0389796 internal_weight=4212.62 4180.05 4043.1 136.944 32.5755 24.0986 internal_count=19872 17948 17285 663 1924 1882 is_linear=0 shrinkage=0.0382273 Tree=97 num_leaves=8 num_cat=0 split_feature=27 101 121 111 79 42 93 split_gain=16.8366 17.6605 16.8055 13.3289 12.7931 9.96181 3.86712 threshold=0.50211111111111129 1.0000000180025095e-35 1.3165000000000002 10.350000000000003 2.6464528916198518 3.1050000000000004 14.550000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -3 -4 -1 right_child=2 4 5 -5 -6 -7 -8 leaf_value=-0.037818907444394798 0.010468589600871677 -0.0057789442291895504 -0.0047209976110431295 0.001518982106095218 0.00013489460022931968 0.0043819233144328429 0.0055782559203346746 leaf_weight=24.292360935360197 500.9583682436496 788.87420627474785 489.20470796898007 472.59751732647419 1658.0265708714724 274.1204532943666 3.4233562350273123 leaf_count=1813 2136 3388 2127 1988 7224 1179 17 internal_value=-9.04648e-05 -0.00211541 0.00279457 0.00612415 -0.00177171 -0.00145201 -0.0324586 internal_weight=4211.5 2474.62 1736.88 973.556 2446.9 763.325 27.7157 internal_count=19872 12442 7430 4124 10612 3306 1830 is_linear=0 shrinkage=0.0382273 Tree=98 num_leaves=7 num_cat=0 split_feature=35 84 147 150 150 35 split_gain=20.6947 18.6256 22.9645 12.3934 10.022 9.37416 threshold=3.3150000000000004 0.013139097744360851 0.39487318826102363 0.46254438264199421 0.67433880603523477 7.8550000000000013 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.026240564228502919 -0.0030631734327437733 0.024731088166785556 -2.3723037417570805e-05 0.0064445606139027284 -0.038592394184382157 -0.024664729732757344 leaf_weight=49.68498944863677 1329.9044660367072 62.950493581593037 2331.818324573338 387.81954731140286 12.024620676413177 30.018999814987183 leaf_count=229 5958 255 10267 1706 1286 157 internal_value=6.28016e-06 0.00187292 0.00052423 0.00899832 -0.00384725 -0.00354002 internal_weight=4204.22 2832.27 2381.5 450.77 1371.95 1359.92 internal_count=19858 12457 10496 1961 7401 6115 is_linear=0 shrinkage=0.0382273 Tree=99 num_leaves=8 num_cat=0 split_feature=35 84 121 26 100 130 110 split_gain=19.1605 17.2124 15.0538 14.378 10.2948 8.90329 6.20641 threshold=3.3150000000000004 0.013139097744360851 1.3540000000000003 0.60563492063492075 1.0000000180025095e-35 3.6835000000000004 11.050000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=3.3754602275994094e-05 -0.038729885983988417 0.012971419702001193 -0.0026302966076711914 0.019261453930120267 -0.0030282027754518267 -0.033264979604992417 0.10340748256914002 leaf_weight=2323.6154683306813 15.189748049713668 326.09620338957757 125.0239513553679 58.256216919049621 1340.0881995093077 14.382960289716719 0.46214281022548753 leaf_count=10249 1388 1403 558 247 5945 66 2 internal_value=5.85866e-06 0.00180079 0.00864754 0.000504033 -0.00370551 -0.0033493 -0.03453 internal_weight=4203.11 2832.99 451.12 2381.87 1370.12 1354.47 15.6519 internal_count=19858 12457 1961 10496 7401 6011 1390 is_linear=0 shrinkage=0.0382273 Tree=100 num_leaves=8 num_cat=0 split_feature=27 26 35 147 147 80 110 split_gain=16.6006 19.2109 16.9656 14.5491 44.1472 14.0289 11.7406 threshold=0.5221111111111113 0.47612500000000008 3.0250000000000004 0.39487318826102363 0.39965962962395968 0.071160648519139058 5.6500000000000012 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0043591192517592834 0.0050883783162901626 0.013891997055775067 0.0028299164230975327 -0.028710481566000472 -0.0011224975911059778 0.029135379145788943 -0.0078663969745482506 leaf_weight=31.48712657392025 165.49440499581397 322.66295399144292 544.48905266262591 87.468676969408989 2740.5189072685316 43.544096391648054 267.41853477060795 leaf_count=141 716 1348 2359 483 13464 203 1133 internal_value=7.27316e-05 0.00366272 0.00694607 -0.00153498 -0.00197579 0.0150794 -0.00291403 internal_weight=4203.08 1300.06 867.152 2903.02 2827.99 75.0312 432.913 internal_count=19847 5556 3707 14291 13947 344 1849 is_linear=0 shrinkage=0.0382273 Tree=101 num_leaves=8 num_cat=0 split_feature=148 148 36 148 100 36 101 split_gain=16.344 23.5543 23.0527 22.019 13.2529 12.6369 1.23254 threshold=0.24269371034620571 0.25687991651672271 4.6950000000000012 0.28892252608904478 1.0000000180025095e-35 9.5950000000000006 1.5500000000000003 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.039405194672407745 0.0086261526777780886 -0.0026093735527994281 -0.0059195203644248915 0.0075455523113397835 -0.0028673740869415718 -0.024817515066873238 0.019977129184466921 leaf_weight=16.846006439067427 873.53590990044177 1874.585668200627 194.71089182049036 374.33331409096718 827.28242678940296 40.18913745880127 0.52647271007299323 leaf_count=1696 3697 8112 864 1529 3736 210 3 internal_value=6.9698e-05 0.00130103 0.00597489 -0.000919081 -0.00454639 -0.00388432 -0.0376051 internal_weight=4202.01 3317.17 1068.25 2248.92 884.844 867.472 17.3725 internal_count=19847 14202 4561 9641 5645 3946 1699 is_linear=0 shrinkage=0.0382273 Tree=102 num_leaves=8 num_cat=0 split_feature=80 147 150 89 40 3 151 split_gain=17.5116 21.5505 33.0488 11.9216 11.7148 10.3476 7.89465 threshold=0.043836402184014855 0.4519630965593785 0.47465257807797773 0.69000000000000006 1.3750000000000002 1487.0612135303106 0.97700000000000009 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.015034210104649002 -0.0096030863622386543 0.003741030681174675 0.00097671768188498705 0.016076137153264392 -0.01639390228305403 9.9476610202978364e-05 -0.031827014815207055 leaf_weight=5.9924710541963568 536.92469323426485 1043.5704851504415 2196.741915402934 128.60751510597765 84.27719902433455 163.2777332989499 42.589317942969501 leaf_count=36 2442 4335 9409 527 796 1324 993 internal_value=7.85831e-05 0.000758097 -0.00110128 0.0050944 -0.00888373 -0.00551552 -0.0260467 internal_weight=4201.98 3905.84 2733.67 1172.18 296.137 247.555 48.5818 internal_count=19862 16713 11851 4862 3149 2120 1029 is_linear=0 shrinkage=0.0382273 Tree=103 num_leaves=8 num_cat=0 split_feature=148 148 148 149 145 145 98 split_gain=14.1614 37.6068 87.2555 27.5211 10.3496 8.50671 5.98143 threshold=0.28892252608904478 0.26796584848230992 0.27064914705796966 0.51553679372533356 0.95395000000000008 0.92370000000000008 0.72474747474747481 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0068279494001949785 0.0075749613320453164 -0.030262110710269647 -0.00046538758161084889 -0.0010892171285671703 -0.039232183767194728 0.038626764944268199 0.00234559299255349 leaf_weight=908.04051947966218 335.50836052186787 195.54454388469458 540.80184587650001 2186.7445019828156 10.565022468566896 13.407186545431612 9.6966612040996534 leaf_count=3779 1371 1043 2322 11209 44 55 39 internal_value=7.53585e-05 -0.000613675 -0.00837824 0.00123376 0.00722579 0.00876819 -0.0193347 internal_weight=4200.31 3831.13 736.346 3094.79 369.177 348.916 20.2617 internal_count=19862 18353 3365 14988 1509 1426 83 is_linear=0 shrinkage=0.0382273 Tree=104 num_leaves=8 num_cat=0 split_feature=148 148 34 148 100 42 99 split_gain=16.8083 18.014 21.718 20.4344 12.558 12.2863 2.21509 threshold=0.24269371034620571 0.25687991651672271 1.3650000000000004 0.27350937747107446 1.0000000180025095e-35 8.7850000000000019 0.82971014492753636 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.039524397981693937 -0.004301521108859961 -0.0035233920958543364 0.0083885124261215503 0.0040273404594719734 -0.0033478399916927327 -0.033227840524404757 0.059163465259684349 leaf_weight=16.370577268768105 259.99114267900586 1402.6377402320504 814.44225824065506 835.88549871183932 841.1436381470412 20.601798363029957 0.33884098380803962 leaf_count=1722 1158 6087 3428 3528 3818 110 2 internal_value=2.47895e-06 0.00124902 0.00531778 -0.000703878 -0.00469866 -0.0040622 -0.0375215 internal_weight=4191.41 3312.96 1074.43 2238.52 878.455 861.745 16.7094 internal_count=19853 14201 4586 9615 5652 3928 1724 is_linear=0 shrinkage=0.0382273 Tree=105 num_leaves=8 num_cat=0 split_feature=116 48 26 92 2 135 8 split_gain=14.3217 13.644 15.0806 12.3324 12.155 11.7375 9.9137 threshold=1.0000000180025095e-35 2.7750000000000004 0.51683333333333337 0.18916666666666668 200.395154069028 -0.65349999999999986 2.0333333333333337 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.00026487105541115084 0.015286298347520204 -0.0029348294975293427 0.0053358433899754884 0.014740233887187698 -0.022620402641164609 -0.0075898934374058376 -0.032021544794212119 leaf_weight=2338.8372789355926 34.512136986479163 39.049266469664872 1004.1926893554628 76.218126994557679 15.275490348692982 651.40219727251679 30.496251695789397 leaf_count=11331 170 321 4295 353 82 3057 244 internal_value=2.14671e-06 0.00106886 0.00141749 -0.00468039 0.00850253 -0.00643886 -0.0156897 internal_weight=4189.98 3412.58 3343.03 777.408 91.4936 685.914 69.5455 internal_count=19853 16191 15626 3662 435 3227 565 is_linear=0 shrinkage=0.0382273 Tree=106 num_leaves=8 num_cat=0 split_feature=80 35 138 49 1 11 28 split_gain=13.6942 13.4817 12.3758 10.1529 8.74947 6.95062 3.672 threshold=0.043836402184014855 8.1650000000000009 7.5000000000000009 1.6850000000000003 1609.9848850434557 0.93095238095238109 5.3875000000000011 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.0033649013298870777 -0.0013744204515222657 -0.011653059488009848 0.0029448340268931122 -0.0082588327505819844 0.0094293458464824453 -0.025684759809707924 -0.043666873806938046 leaf_weight=14.968771456740795 1992.934585371986 9.2566885352134722 1887.5099112093449 161.43429674208164 54.716768951155245 61.432827438227832 12.053948923945425 leaf_count=268 8625 42 7983 1021 309 1548 61 internal_value=-3.8105e-05 0.00056001 0.000726534 -0.00801511 -0.00378121 -0.0199933 -0.0297616 internal_weight=4194.31 3901.76 3880.44 292.553 216.151 76.4016 21.3106 internal_count=19857 16711 16608 3146 1330 1816 103 is_linear=0 shrinkage=0.0382273 Tree=107 num_leaves=7 num_cat=0 split_feature=148 79 79 149 26 142 split_gain=15.4791 39.1058 27.9655 25.1634 9.58234 9.70157 threshold=0.28892252608904478 2.5062937217256986 2.4204709237934856 0.50622604215781086 0.61316666666666675 1.1880000000000002 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.002132014468301165 0.0042079553562379794 0.0060191533819817953 -0.032091989307327047 -0.0016491579204806189 0.036723217799284696 0.026913511142959885 leaf_weight=54.463110152631998 328.06972932443023 799.71514877863228 97.08624504134059 2867.9029795420356 15.593140859156845 30.014973567798734 leaf_count=226 1340 3373 498 14234 64 122 internal_value=-3.68793e-05 -0.000763413 -0.0197928 2.28991e-05 0.00738864 0.00611119 internal_weight=4192.85 3819.17 151.549 3667.62 373.678 358.085 internal_count=19857 18331 724 17607 1526 1462 is_linear=0 shrinkage=0.0382273 Tree=108 num_leaves=8 num_cat=0 split_feature=35 121 1 148 46 121 31 split_gain=15.3176 16.4339 21.0603 12.6155 9.90306 11.7832 10.9358 threshold=3.3150000000000004 1.3540000000000003 1499.9925314460104 0.24269371034620571 2.4550000000000005 0.81650000000000011 0.22778543677152521 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0013642607012770156 -0.031903001192472635 -0.009705662287919305 0.007750387981212371 6.6231913310825985e-05 -0.0034624893031155726 -0.0071598826738324623 0.0080063016909309708 leaf_weight=615.91301099210978 33.563919961452484 236.57011304143816 929.53754358459264 1049.7026182003319 1016.6715706489049 173.57130327029154 137.98523863684386 leaf_count=2669 228 1309 4002 4500 4501 2034 622 internal_value=-0.000141065 0.00146111 0.0041179 -0.00173101 -0.00347264 -0.0111693 -0.00209193 internal_weight=4193.52 2831.72 1545.45 1286.27 1361.79 207.135 1154.66 internal_count=19865 12480 6671 5809 7385 2262 5123 is_linear=0 shrinkage=0.0382273 Tree=109 num_leaves=8 num_cat=0 split_feature=101 51 100 26 2 1 22 split_gain=14.1257 16.318 13.9685 13.2263 10.8523 12.7849 11.039 threshold=1.6350000000000002 1.1950000000000001 1.0000000180025095e-35 0.60563492063492075 -238.18518204977758 1630.1293198904202 0.18333333333333332 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.037540318655110441 -0.023154184938246426 0.00023327545449565248 -0.0044243276602203511 0.019241874632382479 0.0020385178376730309 0.011490328910329844 0.003108104980442384 leaf_weight=18.899823811836541 44.49158775806427 1593.4643118744716 1225.5247215088457 55.348877564072609 935.88165125995874 269.305978551507 49.31120240688324 leaf_count=1795 198 6747 5477 232 4040 1158 218 internal_value=-0.000135867 -0.00162272 -0.00492729 0.000871379 0.00317579 0.00415058 -0.00934841 internal_weight=4192.23 2893.24 1244.42 1648.81 1298.99 1205.19 93.8028 internal_count=19865 14251 7272 6979 5614 5198 416 is_linear=0 shrinkage=0.0382273 Tree=110 num_leaves=8 num_cat=0 split_feature=80 110 40 3 105 51 101 split_gain=14.1642 17.4875 20.1454 13.1815 12.8455 9.77603 9.70147 threshold=0.045785126783846462 6.0500000000000007 4.0050000000000008 1342.5142181983149 1.1415000000000002 1.1950000000000001 0.29000000000000009 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.03460211256404408 -0.022410397775492096 -0.00020664970437589335 -0.013721342609619545 0.0046858701262451063 0.0024615216565783988 0.040958790743040263 -0.0068946949541889863 leaf_weight=19.292841285001487 26.741756003350019 2100.264805868268 174.57693235576153 1384.8852445036173 38.535210609436035 12.854541465640066 431.09394984692335 leaf_count=1715 125 8873 743 5956 180 55 2204 internal_value=1.00669e-05 0.000830235 -0.0012438 0.00417255 -0.00601556 0.0120915 -0.00808161 internal_weight=4188.25 3686.47 2274.84 1411.63 501.777 51.3898 450.387 internal_count=19851 15697 9616 6081 4154 235 3919 is_linear=0 shrinkage=0.0382273 Tree=111 num_leaves=8 num_cat=0 split_feature=101 45 149 148 136 150 127 split_gain=13.7856 13.606 16.0907 13.4488 9.21328 11.5753 11.527 threshold=1.6350000000000002 1.0750000000000004 0.53183573183573196 0.25001118310045645 16.950000000000003 0.53586959486578023 0.31650000000000006 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0098588407234152433 -0.033733049440435793 -0.0023238064980835348 0.0051423875495822087 -0.0013260837787275063 0.0060795819616044936 -0.013146474672893484 0.0049862775679290414 leaf_weight=450.84573464142159 11.351094439625738 1065.3692946303636 698.29214547434822 672.66945237666368 82.28901332616806 103.08878362923861 1102.8673078715801 leaf_count=3746 48 4530 2972 2987 347 461 4760 internal_value=9.4696e-06 -0.00146221 0.000632308 -0.00475012 0.00327895 -0.00461205 0.00459181 internal_weight=4186.77 2887.18 1763.66 1123.52 1299.6 185.378 1114.22 internal_count=19851 14235 7502 6733 5616 808 4808 is_linear=0 shrinkage=0.0382273 Tree=112 num_leaves=8 num_cat=0 split_feature=7 147 147 79 113 105 39 split_gain=13.4223 14.2513 42.963 11.919 8.49846 10.401 4.17596 threshold=32.134274428067677 0.39487318826102363 0.39965962962395968 3.0271346066537861 0.68150000000000011 0.95250000000000001 0.21395732622045491 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.027448818479426498 -0.0067183065689750722 -0.026098059702181126 0.0010521857559001725 0.00042778694918951815 -0.037122248587088201 0.019337394495009652 -0.0072653449992158455 leaf_weight=53.058309087529778 342.29097699839622 87.22860624268651 3610.4957402357832 43.341444622725248 18.886882081627849 23.954443521797657 10.737765245139597 leaf_count=241 1762 498 16936 195 85 108 49 internal_value=9.11202e-05 0.000789996 0.000411713 0.0153002 -0.00660709 -0.0050141 -0.0263006 internal_weight=4189.99 3794.12 3697.72 96.3998 395.87 366.245 29.6246 internal_count=19874 17870 17434 436 2004 1870 134 is_linear=0 shrinkage=0.0382273 Tree=113 num_leaves=8 num_cat=0 split_feature=101 51 148 100 134 7 41 split_gain=13.0076 15.1864 14.644 13.3145 8.36073 8.39602 8.24965 threshold=1.6350000000000002 1.175 0.26048169505872398 1.0000000180025095e-35 -0.23849999999999996 -57.134742270143072 1.7650000000000003 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.03850883888401796 0.022833864522704136 0.0048796216392046187 -0.0020895303771988685 -0.0043990796568246227 -0.016488138647247561 0.0022205422954755662 0.0059817400598835462 leaf_weight=16.990778989158571 50.521592512726784 751.38231413904577 1065.2467357739806 1059.0007349774241 36.405268624424934 943.86289068311453 265.67386966198683 leaf_count=1790 220 3165 4539 4781 164 4069 1146 internal_value=8.73908e-05 -0.0013387 0.000793005 -0.00493772 0.00326923 0.00152573 0.0086744 internal_weight=4189.08 2892.62 1816.63 1075.99 1296.46 980.268 316.195 internal_count=19874 14275 7704 6571 5599 4233 1366 is_linear=0 shrinkage=0.0382273 Tree=114 num_leaves=7 num_cat=0 split_feature=101 147 147 80 103 150 split_gain=12.565 11.4862 39.4685 14.4439 6.28248 3.54186 threshold=1.0000000180025095e-35 0.39487318826102363 0.39965962962395968 0.071160648519139058 0.50050000000000006 0.36312499602975462 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.028141955858421743 -0.0029233380051683316 -0.024545838148050492 0.0005618788105989362 0.02524736792322271 0.02930197231231027 -0.036299971029520407 leaf_weight=1.3206261396408141 48.149327203631401 93.656111553311348 3958.5759932026267 59.419858023524284 2.6632514446973792 22.063664508983493 leaf_count=14 216 537 16930 255 12 1906 internal_value=0.000143128 0.000308863 -1.84193e-05 0.0126378 -0.0263243 -0.0326601 internal_weight=4185.85 4159.8 4052.23 107.569 26.0475 23.3843 internal_count=19870 17938 17467 471 1932 1920 is_linear=0 shrinkage=0.0382273 Tree=115 num_leaves=8 num_cat=0 split_feature=148 148 148 149 129 42 142 split_gain=12.0963 25.899 74.4309 19.9431 9.59116 9.2277 7.73059 threshold=0.30672192291753003 0.26796584848230992 0.27064914705796966 0.51553679372533356 1.0000000180025095e-35 3.2450000000000006 1.1880000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0059026915199564926 -0.0024983854979153761 -0.027650896157778281 -3.8557852160819506e-05 -0.00085254829896465616 0.0027730533986759062 0.036267131358798894 0.025872918890447572 leaf_weight=902.81757196225226 12.973645579069851 187.68816507887095 594.58416378311813 2182.5684479395859 251.81829855032265 29.099893018603325 23.113765154033899 leaf_count=3757 53 1040 2542 11241 1026 117 94 internal_value=0.000137392 -0.000451016 -0.00666351 0.00112411 0.0073163 0.0243136 0.00471512 internal_weight=4184.66 3867.66 782.272 3085.39 317.006 42.0735 274.932 internal_count=19870 18580 3582 14998 1290 170 1120 is_linear=0 shrinkage=0.0382273 Tree=116 num_leaves=8 num_cat=0 split_feature=27 26 35 147 147 91 147 split_gain=12.7566 15.6952 15.5838 14.765 29.8647 11.4397 10.72 threshold=0.5221111111111113 0.48387500000000006 3.0250000000000004 0.39487318826102363 0.39965962962395968 -0.59833333333333327 0.37413381983452565 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.0022874108735545314 0.047532983580119634 0.01334434457876363 0.0023183329501520219 -0.024938355216077509 -0.0012531485200437428 -0.0029703463435670594 0.026770290312362374 leaf_weight=31.127612978219986 6.6434041112661353 296.38119222223759 509.05090561416 80.083406299352646 2721.5150611218996 485.59369245916605 45.927086049690843 leaf_count=140 28 1239 2209 481 13447 2081 210 internal_value=-5.76444e-05 0.00308907 0.00637567 -0.00147615 -0.00193019 -0.00228869 0.015032 internal_weight=4176.32 1297.67 805.432 2878.65 2801.6 492.237 77.0547 internal_count=19835 5557 3448 14278 13928 2109 350 is_linear=0 shrinkage=0.0382273 Tree=117 num_leaves=8 num_cat=0 split_feature=116 148 80 1 92 56 137 split_gain=13.1353 13.7061 18.7909 13.3282 15.2266 10.8406 6.12572 threshold=1.0000000180025095e-35 0.24269371034620571 0.066537312101342602 1367.952047732969 0.70583333333333342 2.4150000000000005 4.9500000000000011 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.002680451547447108 0.012849714652435361 0.0066705537696518952 -8.1097022792580323e-05 -0.0036174150047648583 0.045344993494118024 -0.025230380931010828 -0.024330198125424161 leaf_weight=691.07736346172169 7.223433341830968 916.53548961505294 1757.4479796783999 698.29648537142202 9.4061631718650442 32.623806762043387 62.534721886273474 leaf_count=3969 34 3903 7536 3269 46 749 329 internal_value=-5.56627e-05 0.00097 0.0022331 -0.00453804 -0.00296662 -0.003697 -0.0204802 internal_weight=4175.15 3397.68 2673.98 777.461 707.703 723.701 69.7582 internal_count=19835 16157 11439 3678 3315 4718 363 is_linear=0 shrinkage=0.0382273 Tree=118 num_leaves=8 num_cat=0 split_feature=138 136 110 120 3 122 30 split_gain=12.1332 13.5929 11.3228 11.1093 10.4781 8.01083 5.05453 threshold=7.5000000000000009 18.150000000000002 5.9500000000000011 2.7070000000000003 1512.8472938224918 0.57500000000000007 0.27377875420005171 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=-0.0042811580951260392 0.0062007807539225862 0.045574480459319139 0.00012323465070402851 -0.03634776991797626 0.0011267183078369622 -0.0075488243303604968 -0.0017661227557935187 leaf_weight=1150.6297287428752 884.2744616093114 4.2226772014982989 907.89078544825315 19.999802225269381 960.7347494517453 233.56008674250916 8.9360740850679559 leaf_count=5526 4549 18 3858 161 4445 1148 125 internal_value=-0.000134731 0.00198253 0.00312197 -0.00214283 -0.00182041 -0.00660534 -0.0256684 internal_weight=4170.25 2029.95 1792.17 2140.3 2111.36 237.783 28.9359 internal_count=19830 9573 8407 10257 9971 1166 286 is_linear=0 shrinkage=0.0382273 Tree=119 num_leaves=8 num_cat=0 split_feature=29 147 147 121 41 28 143 split_gain=11.3359 12.8173 21.4011 12.5092 11.8751 11.3613 8.00148 threshold=4.5857142857142863 0.39487318826102363 0.39965962962395968 1.4720000000000002 1.9550000000000003 3.3166666666666669 0.39750000000000008 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.026925075782847328 0.0097311674454171378 -0.025218861636697475 -0.0015787923459978238 -0.011907072390205045 0.0012959817334517777 0.00079312451925711753 -0.0028600235125973024 leaf_weight=36.556080237030983 440.49190030014142 57.271460194140673 2444.5608226307668 130.05413442431018 546.44592855172232 493.58899911819026 20.611161036416888 leaf_count=163 1905 348 12094 626 2399 2203 92 internal_value=-0.000129714 -0.001711 -0.00211996 0.00238274 0.00506079 -0.00185537 0.0161864 internal_weight=4169.58 2559 2501.83 1610.58 986.938 623.643 57.1672 internal_count=19830 12697 12442 7133 4304 2829 255 is_linear=0 shrinkage=0.0382273 Tree=120 num_leaves=8 num_cat=0 split_feature=21 142 134 56 6 23 111 split_gain=12.1708 12.81 10.7806 10.381 9.32577 10.1507 7.34587 threshold=0.33166666666666672 0.97350000000000014 -0.23849999999999996 2.4250000000000003 1475.2781998323173 4.791666666666667 14.450000000000001 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.00036689045129461347 -0.02096288451438226 0.016195464355192844 0.0035222664718725025 -0.017876326786395027 -0.0011372922764648753 -0.014506404736101002 0.0034680170837336089 leaf_weight=2545.6498306575231 72.743780232500285 127.66633437108248 423.37380273081362 46.411361699923873 845.14877303456888 92.028836552985013 23.891806289553642 leaf_count=11669 380 627 2082 663 3857 482 105 internal_value=-1.79809e-05 0.00116546 0.00645844 4.02388e-05 -0.003616 -0.00245012 -0.0149227 internal_weight=4176.91 3143.1 551.04 2592.06 1033.81 937.178 96.6356 internal_count=19865 15041 2709 12332 4824 4339 485 is_linear=0 shrinkage=0.0382273 Tree=121 num_leaves=7 num_cat=0 split_feature=101 147 44 142 100 80 split_gain=12.0121 11.284 16.101 11.5185 5.35623 0.000920438 threshold=1.0000000180025095e-35 0.43375685993796237 4.3650000000000011 0.60250000000000015 1.0000000180025095e-35 0.043836402184014855 decision_type=2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.038509755268290057 -0.0091264602564128262 -1.8793947749275962e-05 -4.8671251987017927e-06 0.0054174330501910676 -0.00072764882948845471 -0.039264498539705185 leaf_weight=11.524356900714343 403.28338474035263 2006.4681336060166 946.42812515795231 795.33637848496437 7.9785869698971501 5.3216795455664387 leaf_count=1668 1915 8580 4049 3388 44 221 internal_value=-1.74274e-05 0.000141108 -0.00273033 0.00152437 -0.0265295 -0.0387493 internal_weight=4176.34 4151.52 1349.71 2801.8 24.8246 16.846 internal_count=19865 17932 5964 11968 1933 1889 is_linear=0 shrinkage=0.0382273 Tree=122 num_leaves=7 num_cat=0 split_feature=35 26 4 79 133 101 split_gain=11.9312 10.1218 11.7302 11.3498 7.86799 8.37847 threshold=5.5250000000000012 0.60563492063492075 1515.022620018821 2.6464528916198518 0.7320000000000001 1.1000000000000003 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.003055218146238704 -0.051705721243161799 0.018574189050555072 -0.00039893402361501846 0.0013096630202242996 -0.021003325738453829 -0.0011589257082650583 leaf_weight=1333.9208177756518 6.6963112810626617 92.604370232671499 98.022711930796504 2505.9833398000337 52.306743354536593 76.65330758690834 leaf_count=5784 39 393 422 12241 545 387 internal_value=-0.000155105 0.000220201 0.00881801 -0.000206627 -0.0113059 -0.00920795 internal_weight=4166.19 4030.53 190.627 3839.9 135.656 128.96 internal_count=19811 18840 815 18025 971 932 is_linear=0 shrinkage=0.0382273 Tree=123 num_leaves=8 num_cat=0 split_feature=29 147 147 41 5 20 30 split_gain=11.7299 14.2316 18.1288 10.4087 11.0132 8.66879 8.15518 threshold=4.5857142857142863 0.39487318826102363 0.39965962962395968 1.9950000000000003 1504.2370153551199 3.5000000000000004 0.11507608072833767 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.051591334038279403 0.0049862468787352631 -0.023894606349099567 -0.0017119682154117118 -0.0049207666830573364 0.0037549304205385802 0.030509188016629989 0.010994809639417902 leaf_weight=8.4426534436643106 739.43400559574366 55.053709735162556 2436.9438903843984 418.78126895194873 436.88543044077232 19.971391394734383 50.374418620020151 leaf_count=37 3233 343 12054 1889 1948 83 224 internal_value=-0.000149293 -0.00176336 -0.00220204 0.00239994 -0.000491138 0.00565749 0.0168224 internal_weight=4165.89 2550.81 2492 1615.07 855.667 759.405 58.8171 internal_count=19811 12658 12397 7153 3837 3316 261 is_linear=0 shrinkage=0.0382273 Tree=124 num_leaves=7 num_cat=0 split_feature=138 29 38 46 102 129 split_gain=11.433 10.0847 14.1035 9.18822 9.4649 8.14915 threshold=7.5000000000000009 4.5857142857142863 0.15765056868866578 6.9150000000000009 2.0515000000000003 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 left_child=1 5 -3 4 -2 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=0.0013318020078885288 0.0015724959801022645 -0.031909309309997615 0.0019744619092751216 -0.033483035718307491 0.014563443249558812 -0.0058250105530110669 leaf_weight=302.71883872197941 1936.9087367248721 18.35662090824917 811.53820188669488 10.646612131036816 85.576516821980476 1002.2899640807882 leaf_count=1655 9153 89 3611 56 378 4897 internal_value=-0.000115887 -0.00206969 0.00122496 0.00193572 0.00212218 -0.00416487 internal_weight=4168.04 2134.9 829.895 2033.13 2022.49 1305.01 internal_count=19839 10252 3700 9587 9531 6552 is_linear=0 shrinkage=0.0382273 Tree=125 num_leaves=8 num_cat=0 split_feature=3 79 79 79 7 28 35 split_gain=10.729 19.4651 26.3201 20.2292 14.3776 15.347 7.32672 threshold=1479.113620024503 2.4996075448737458 2.4204709237934856 2.8098448471773501 13.391013389848924 4.9500000000000011 8.1650000000000009 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.0037030921277307598 0.0012956676269540728 0.0029118253942872741 -0.038564137518535616 -0.0064011204659756345 -0.0019701023113611865 0.0095495270942895245 -0.027045151327320504 leaf_weight=86.516902722418308 1265.1451807580888 750.72869374416769 49.903354817070067 624.26432914054021 928.67965755378827 444.98251661891118 17.345929408911616 leaf_count=354 6030 3256 266 3349 4456 1961 167 internal_value=-0.000111583 -0.00268284 -0.0164556 -0.00131637 0.00135152 0.00344336 -0.00242988 internal_weight=4167.57 1511.41 136.42 1374.99 2656.15 1710.13 946.026 internal_count=19839 7225 620 6605 12614 7991 4623 is_linear=0 shrinkage=0.0382273 Tree=126 num_leaves=7 num_cat=0 split_feature=35 80 79 146 145 95 split_gain=11.1589 10.8207 12.8183 12.5159 6.22053 1.73372 threshold=7.8550000000000013 0.045785126783846462 2.6464528916198518 0.018650000000000003 0.21445000000000003 12.75 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.0060811528164337152 -0.040105648978137669 -0.0018030365789471941 0.0028449527900475165 0.030775610581390715 0.0041094134761996033 -0.014775867394275813 leaf_weight=474.04815731523558 16.367640370037414 1423.5593880340457 2217.9697022847831 13.857076286338268 8.8207481503486616 5.2053575664758673 leaf_count=3910 199 6171 9365 73 64 29 internal_value=0.000141803 0.000311665 0.00102794 -0.00503435 -0.0229361 -0.0339943 internal_weight=4159.83 4129.43 3641.53 487.905 30.3937 21.573 internal_count=19811 19519 15536 3983 292 228 is_linear=0 shrinkage=0.0382273 Tree=127 num_leaves=8 num_cat=0 split_feature=148 80 147 114 89 55 142 split_gain=13.6484 17.8583 21.7572 13.1705 11.6237 13.1401 6.24877 threshold=0.24269371034620571 0.066537312101342602 0.39487318826102363 2.2915000000000005 0.95000000000000007 1.8450000000000004 0.71550000000000014 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0020629637196787989 0.0064292667622921212 0.021737011390061366 -0.0014651405893586647 -0.0074216961647856922 -0.034901506341074279 -0.023868415765654922 -0.0011067018239757094 leaf_weight=784.45521828066558 1041.5544218998402 60.784877236932516 2080.5108396708965 111.01241854764521 26.692838793620467 42.575897445436567 11.414399191737173 leaf_count=5264 4444 271 8965 490 119 208 50 internal_value=0.000136277 0.00125858 -0.000806497 0.00509517 -0.00413668 -0.00318553 -0.024779 internal_weight=4159 3293.86 2141.3 1152.57 865.138 827.031 38.1072 internal_count=19811 14170 9236 4934 5641 5472 169 is_linear=0 shrinkage=0.0382273 Tree=128 num_leaves=8 num_cat=0 split_feature=137 78 116 91 48 9 44 split_gain=9.79403 9.91192 9.43065 12.7414 12.7347 9.00173 8.52114 threshold=25.650000000000002 1.1547619047619049 1.0000000180025095e-35 -0.43624999999999986 2.7750000000000004 0.7238095238095239 9.7800000000000011 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=0.0015632826585065631 0.0053342105792029129 -0.034476322170834829 0.021665339250772742 -0.0046728713492229365 -0.015733950698041864 -0.0093915269418192813 -0.026755426193129983 leaf_weight=3112.2175428643823 100.73574983328581 24.667718775104731 27.932127487380058 686.57084942795336 63.46663949592039 137.04257306456566 13.741589639335869 leaf_count=14495 484 124 138 3227 504 800 61 internal_value=-0.00016903 -0.007125 0.000324817 -0.00364322 0.00121759 -0.0132181 0.00148215 internal_weight=4166.37 276.188 3890.19 714.503 3175.68 161.71 114.477 internal_count=19833 1469 18364 3365 14999 924 545 is_linear=0 shrinkage=0.0382273 Tree=129 num_leaves=7 num_cat=0 split_feature=148 79 79 149 145 31 split_gain=11.3915 29.8728 25.9027 20.0309 11.9801 7.75728 threshold=0.28892252608904478 2.5062937217256986 2.4204709237934856 0.50622604215781086 0.9668000000000001 0.1734013605442177 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.0032297970842383381 0.0051352335565232428 0.0052858288452676773 -0.029966852918705877 -0.0015923350903614599 -0.026632744725585532 0.020227398640485669 leaf_weight=54.56877707503736 293.1717234775424 789.51315016485751 92.693354846909642 2860.3354090708308 15.506374457851051 59.944026149809361 leaf_count=227 1198 3330 494 14275 64 245 internal_value=-0.000162717 -0.000785564 -0.0176657 -0.000104492 0.00625311 0.00769727 internal_weight=4165.73 3797.11 147.262 3649.85 368.622 353.116 internal_count=19833 18326 721 17605 1507 1443 is_linear=0 shrinkage=0.0382273 Tree=130 num_leaves=8 num_cat=0 split_feature=148 148 148 149 13 42 15 split_gain=10.9972 23.5701 61.523 20.1077 10.7072 7.18732 6.50348 threshold=0.30672192291753003 0.26796584848230992 0.27064914705796966 0.51553679372533356 1.0000000180025095e-35 3.2450000000000006 0.90000000000000013 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.005684301759539049 0.0013467735430076004 -0.026263577039789009 -0.00067228406665356818 -0.0011053669041867775 0.0014843522802666538 0.036024525524192566 0.017257057339171711 leaf_weight=901.77006679028273 12.729792164638637 178.49679118860513 594.46515015698969 2174.1528194141574 230.0919322706759 27.824295416474342 45.806101556867361 leaf_count=3753 53 1039 2538 11226 936 112 188 internal_value=-5.12283e-05 -0.000614445 -0.00658198 0.000885165 0.00679895 0.0251394 0.00410305 internal_weight=4165.34 3848.88 772.962 3075.92 316.452 40.5541 275.898 internal_count=19845 18556 3577 14979 1289 165 1124 is_linear=0 shrinkage=0.0382273 Tree=131 num_leaves=8 num_cat=0 split_feature=148 148 148 149 13 135 19 split_gain=10.1754 21.8844 58.0005 18.5893 9.91272 7.20713 6.48166 threshold=0.30672192291753003 0.26796584848230992 0.27064914705796966 0.51553679372533356 1.0000000180025095e-35 0.42350000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0054638343471658064 0.038820438298947373 -0.025633126452318879 -0.00064667873154319985 -0.0010633895423235583 0.0020897814491447004 0.024507874367321086 0.0082167632876828742 leaf_weight=902.28337334655225 21.157641727477312 175.94563431106508 594.38023153506219 2173.5959591846913 253.0344490930438 22.847973734140396 19.373639285564423 leaf_count=3753 87 1039 2538 11226 1030 94 78 internal_value=-4.9622e-05 -0.000591719 -0.0063537 0.000851317 0.00653989 0.00394644 0.0241924 internal_weight=4162.62 3846.21 770.326 3075.88 316.414 275.882 40.5313 internal_count=19845 18556 3577 14979 1289 1124 165 is_linear=0 shrinkage=0.0382273 Tree=132 num_leaves=8 num_cat=0 split_feature=7 96 142 113 38 56 13 split_gain=11.5342 10.3549 13.5607 9.55606 9.49893 8.73282 5.78756 threshold=32.134274428067677 5.5000000000000009 0.53450000000000009 0.68150000000000011 0.25297904976902125 2.0850000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 5 -1 -2 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=-0.0037576370788137249 -0.0063163527391253216 0.00080148216396056177 0.0123595497083798 -0.0023299262637063028 0.00095595284385947832 0.016983286489305232 -0.039679378335381016 leaf_weight=861.93663973361254 334.95262129651383 409.56791522353888 232.57622558623552 8.8710586130619067 2270.5507286181673 25.28112017409876 19.151953153312206 leaf_count=4895 1661 1769 997 42 10202 202 87 internal_value=-7.98594e-05 0.000565485 0.00498767 -0.00635389 -0.000341041 -0.00468117 -0.0278562 internal_weight=4162.89 3774.63 642.144 388.257 3132.49 360.234 28.023 internal_count=19855 17863 2766 1992 15097 1863 129 is_linear=0 shrinkage=0.0382273 Tree=133 num_leaves=8 num_cat=0 split_feature=7 0 31 148 0 5 46 split_gain=10.6888 12.6459 12.3606 11.8059 8.01902 10.3938 6.14492 threshold=32.134274428067677 1649.7039931096781 0.27179189531447873 0.24269371034620571 1561.4068105808269 1545.2467384227477 4.1450000000000005 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0043971271231823842 -0.024243016256548587 0.0069600479326316919 0.040288365587842712 0.0011163201016189306 -0.0002347431777687888 -0.017136192040306059 0.0071960895468489074 leaf_weight=707.32008709711954 51.329111215192825 177.52746396977454 17.90082569885999 2871.9970833696425 258.2559677194804 66.955187796149403 11.038481114432214 leaf_count=4644 272 787 115 12317 1320 345 55 internal_value=-7.6935e-05 0.0005438 0.0100129 2.679e-05 -0.00612245 -0.00371447 -0.0186786 internal_weight=4162.32 3774.75 195.428 3579.32 387.579 325.211 62.3676 internal_count=19855 17863 902 16961 1992 1665 327 is_linear=0 shrinkage=0.0382273 Tree=134 num_leaves=7 num_cat=0 split_feature=105 150 40 150 5 47 split_gain=11.084 9.60118 9.07637 7.78786 11.4169 7.87754 threshold=1.6235000000000002 0.67433880603523477 4.1550000000000011 0.57512710436477132 1506.5176095075419 1.1950000000000001 decision_type=2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.00051508411819038149 0.016696752233524664 -0.038465958875715661 -0.0066318515744931165 -0.0090880912777757637 -0.022446853141444369 0.034409727557764905 leaf_weight=3790.7859387695789 31.940540120005608 9.4914267114363593 278.76296384260058 7.501613423228263 16.519836634397507 32.195330917835236 leaf_count=16710 135 1555 1226 35 70 136 internal_value=0.000225785 -6.40492e-05 2.55203e-05 0.0136364 0.00335285 0.0261898 internal_weight=4167.2 4079.04 4069.55 88.1573 48.4604 39.6969 internal_count=19867 19491 17936 376 205 171 is_linear=0 shrinkage=0.0382273 Tree=135 num_leaves=8 num_cat=0 split_feature=105 101 101 35 110 150 98 split_gain=10.227 13.1538 9.54193 9.37306 8.87105 8.19613 7.10163 threshold=1.6235000000000002 1.6350000000000002 1.0000000180025095e-35 4.2750000000000012 5.3500000000000005 0.46254438264199421 0.48684210526315791 decision_type=2 2 2 2 2 2 2 left_child=2 4 6 -3 -2 -4 -1 right_child=1 3 5 -5 -6 -7 -8 leaf_value=-0.038891179743874349 0.016753934953085303 0.029437566375899241 0.0045616284171372413 -0.010911358564198358 -0.027795449952112465 -0.00057825759667113057 0.0048596151892781343 leaf_weight=15.944069063756617 11.199950948357584 51.420149594545364 520.07578912377357 10.058817461133001 15.670396365225313 3534.4198472574353 8.214901074767111 leaf_count=1885 47 216 2112 45 68 15452 42 internal_value=0.000217043 0.0130845 -6.16844e-05 0.0228359 -0.00922665 8.10432e-05 -0.0240146 internal_weight=4167 88.3493 4078.65 61.479 26.8703 4054.5 24.159 internal_count=19867 376 19491 261 115 17564 1927 is_linear=0 shrinkage=0.0382273 Tree=136 num_leaves=8 num_cat=0 split_feature=105 111 56 101 147 3 98 split_gain=9.43201 11.5681 11.538 8.88191 9.83117 7.70799 6.89645 threshold=1.5005000000000002 5.6500000000000012 1.7450000000000003 1.0000000180025095e-35 0.45340220333168152 1499.6359813875481 0.54772727272727284 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 6 -5 -2 -1 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-0.038885892698205464 0.0078574902299211862 -0.021640045040611431 0.011004661436505601 -0.0015202268667452491 0.0025699243658909568 0.038447512675031936 0.0058607265376533126 leaf_weight=15.30956124700606 21.693764001131058 22.985777869820595 50.760434806346893 2770.7578305006027 1244.4691425636411 27.042706735432148 7.4982901513576499 leaf_count=1881 91 100 217 12013 5388 114 38 internal_value=-7.06633e-05 0.0103801 0.000829636 -0.00038766 -0.000252536 0.0248314 -0.0241752 internal_weight=4160.52 122.483 73.7462 4038.03 4015.23 48.7365 22.8079 internal_count=19842 522 317 19320 17401 205 1919 is_linear=0 shrinkage=0.0382273 Tree=137 num_leaves=8 num_cat=0 split_feature=138 136 120 3 105 86 26 split_gain=9.5121 13.4555 10.2663 10.8384 7.90282 7.69781 3.71232 threshold=7.5000000000000009 16.150000000000002 2.7070000000000003 1512.8472938224918 1.5005000000000002 2.7470930232558142 0.58436507936507953 decision_type=2 2 2 2 2 2 2 left_child=2 4 3 -1 -2 -3 -4 right_child=1 5 6 -5 -6 -7 -8 leaf_value=-0.0040773963126853703 0.0025088500094560262 -0.0033323500138710874 -0.012583261773534122 0.0014390402619499491 0.015418010792550112 -0.0211345235509354 -0.040493756933481978 leaf_weight=1135.1904063681141 1683.1402951669879 237.9410345973447 16.029400145635012 961.12941711535677 72.275254130363464 41.71796680893749 12.314039908349512 leaf_count=5496 7955 1166 226 4449 301 188 61 internal_value=-6.81283e-05 0.00179968 -0.00185718 -0.0015482 0.00304036 -0.00598801 -0.0247097 internal_weight=4159.74 2035.07 2124.66 2096.32 1755.42 279.659 28.3434 internal_count=19842 9610 10232 9945 8256 1354 287 is_linear=0 shrinkage=0.0382273 Tree=138 num_leaves=8 num_cat=0 split_feature=35 79 79 79 31 120 148 split_gain=9.59648 9.54046 47.3084 18.2453 4.60664 9.80946 2.908 threshold=7.8550000000000013 2.4996075448737458 2.4204709237934856 2.5152597294757348 0.25108695652173912 2.0500000000000003 0.24638784998920046 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0016803254871820266 -0.04142601155959201 0.010493595598278725 -0.030286815461176553 -2.4843588265992856e-05 0.06981745873074395 -0.048194476155233028 -0.01514195389597673 leaf_weight=295.95160146057606 12.342297266703104 258.89141981117427 87.69789401255548 3484.6881679985672 2.225820349995046 1.9139231941662727 12.263823367655275 leaf_count=1214 131 1052 490 16792 41 48 67 internal_value=-3.91053e-05 0.000114199 -0.00562703 0.000702572 -0.0220496 0.0152578 -0.0283265 internal_weight=4155.97 4127.23 383.649 3743.58 28.7459 4.13974 24.6061 internal_count=19835 19548 1704 17844 287 89 198 is_linear=0 shrinkage=0.0382273 Tree=139 num_leaves=8 num_cat=0 split_feature=21 92 2 135 135 99 79 split_gain=8.71441 11.5524 11.4542 10.0769 9.4355 10.6533 10.0013 threshold=0.63333333333333341 0.18916666666666668 200.395154069028 -0.62349999999999983 -0.070999999999999994 0.36931818181818182 2.4996075448737458 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.011210084878616675 0.016114722242032409 0.01503848169349648 -0.022159858071296626 -0.0076851736662844018 -0.0071736068194011944 0.0031540079167033477 -0.00060824952315850995 leaf_weight=143.93432384263724 27.448029968887568 71.192145195323974 14.572339416015891 491.63463070290163 158.09421388804913 1901.4092227220535 1345.9148377804086 leaf_count=641 139 333 81 2382 1668 8179 6412 internal_value=-3.79135e-05 -0.00427922 0.00871798 -0.00642667 0.000684851 0.00236122 -0.0016325 internal_weight=4154.2 604.847 85.7645 519.083 3549.35 2059.5 1489.85 internal_count=19835 2935 414 2521 16900 9847 7053 is_linear=0 shrinkage=0.0382273 Tree=140 num_leaves=5 num_cat=0 split_feature=79 21 26 79 split_gain=8.46845 8.00383 12.4121 11.0257 threshold=3.477603621576836 0.33166666666666672 0.51683333333333337 2.6464528916198518 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.00067863654787181089 -0.03843617783423095 -0.008528407746365126 0.00455491932271407 -0.00015236495396230284 leaf_weight=2161.2404730133712 8.4110098313540202 345.55401519034058 954.75520867016166 684.71025261096656 leaf_count=9590 1561 1535 4124 3040 internal_value=-0.000118547 -4.08121e-05 0.000924949 -0.00296172 internal_weight=4154.67 4146.26 3116 1030.26 internal_count=19850 18289 13714 4575 is_linear=0 shrinkage=0.0382273 Tree=141 num_leaves=8 num_cat=0 split_feature=29 3 148 147 147 42 19 split_gain=8.5101 11.1726 14.4705 10.9858 14.0395 9.86089 9.67314 threshold=4.5857142857142863 1460.7820280498668 0.27350937747107446 0.39487318826102363 0.39965962962395968 8.1850000000000005 2.5000000000000004 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.023375456401634492 -0.0066844923307370283 0.004455578644214463 0.010459531181100054 -0.021175845214345547 -0.0014508060485486213 -0.023632469039896051 -0.012878621578335544 leaf_weight=45.260458923876286 348.12424005940557 1152.5024688965641 90.687383545562625 53.899236379191279 2431.0687325354666 18.558646432124078 14.106387227773665 leaf_count=200 1579 5085 389 353 12088 94 62 internal_value=-0.00011412 0.00206102 -0.0031414 -0.00149039 -0.00187865 0.00401044 0.0147609 internal_weight=4154.21 1609.87 438.812 2544.33 2484.97 1171.06 59.3668 internal_count=19850 7147 1968 12703 12441 5179 262 is_linear=0 shrinkage=0.0382273 Tree=142 num_leaves=8 num_cat=0 split_feature=148 148 26 141 55 84 52 split_gain=11.2592 13.7402 15.4915 11.3462 10.1265 12.3425 6.08737 threshold=0.24269371034620571 0.25940328054298645 0.60563492063492075 0.06900000000000002 1.8350000000000002 0.042500000000000003 2.5250000000000004 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0058289148553880349 0.0074331647727281383 -0.0017537383457674493 0.013482302159970032 0.00029153149540255734 -0.0063339817916151986 0.0045986701634998317 -0.03429686214096607 leaf_weight=589.70911265769973 691.34602524340153 1893.7266401899979 102.81437559053302 613.63480188138783 21.155184281058609 230.79281202983111 24.612588487565517 leaf_count=4372 2937 8251 439 2622 105 1044 119 internal_value=6.88376e-06 0.00102464 -0.000969136 0.00407499 -0.00387197 -0.00289582 -0.0213718 internal_weight=4167.79 3301.52 1996.54 1304.98 866.27 820.502 45.7678 internal_count=19889 14249 8690 5559 5640 5416 224 is_linear=0 shrinkage=0.0382273 Tree=143 num_leaves=8 num_cat=0 split_feature=137 11 123 30 100 5 45 split_gain=9.38642 11.5952 12.4204 9.18218 13.1532 12.3595 8.11441 threshold=23.850000000000005 1.3095238095238098 1.4870000000000003 0.084273937856689865 1.0000000180025095e-35 1466.2279442109809 1.175 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.037266617026272507 -0.0064869731274806363 -0.017850602108277734 0.017176579079624891 -0.035624046065872939 0.00016159174045941776 0.0051157869465883491 0.0053761971788811522 leaf_weight=18.82837744615972 100.54423721367493 127.2172858575359 47.833000135142356 15.071884495671837 3588.0950833242387 242.61885090731084 26.570283014327288 leaf_count=83 452 780 259 1569 15583 1051 112 internal_value=6.49551e-06 -0.00648215 0.00114158 0.000513827 1.18973e-05 0.00743122 -0.0138376 internal_weight=4166.78 302.165 148.377 3864.61 3603.17 261.447 153.788 internal_count=19889 1603 711 18286 17152 1134 892 is_linear=0 shrinkage=0.0382273 Tree=144 num_leaves=8 num_cat=0 split_feature=35 84 79 123 29 46 98 split_gain=8.78311 11.9396 9.99215 8.816 11.8952 10.9395 3.38539 threshold=3.3150000000000004 0.085848214285714264 2.4996075448737458 1.2265000000000004 6.5277777777777786 2.4550000000000005 0.71825396825396837 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.0053485586354988634 -0.019685789666436804 0.015955465084656926 0.0018929657737242038 -0.001037543096787979 0.018222009081994481 -0.0040113292645658711 0.050081732068297087 leaf_weight=313.69214414805174 74.560035430593416 8.3988765366375464 2478.3794739660807 707.18608704465441 50.188044651877135 511.01195408729836 8.5960046499967557 leaf_count=1396 559 35 10992 4320 232 2269 35 internal_value=5.81416e-05 0.00127381 0.00107937 -0.0024847 0.000238718 -0.00600715 0.0332175 internal_weight=4152.01 2809.07 2792.07 1342.95 757.374 585.572 16.9949 internal_count=19838 12458 12388 7380 4552 2828 70 is_linear=0 shrinkage=0.0382273 Tree=145 num_leaves=8 num_cat=0 split_feature=80 147 147 144 41 2 99 split_gain=8.5064 12.6391 10.5544 9.80126 8.15529 6.16252 4.33981 threshold=0.043836402184014855 0.4519630965593785 0.45056500727216336 0.013350000000000002 1.7850000000000004 292.72429757749495 0.31666666666666671 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.039999446887868842 -0.00028766912363989503 0.0045518653495839004 -0.010091680462883506 -0.013991067693469198 -0.0029046884314124217 -0.046320356117300968 -0.013162198433282512 leaf_weight=13.696131473174317 2538.8280710494146 1117.1529086455703 171.28717566188425 43.268305625766516 237.80510251666419 4.8750976261217138 24.658266544342041 leaf_count=688 11065 4640 805 188 2243 59 150 internal_value=5.58395e-05 0.000522106 -0.000907313 0.00386045 -0.00636579 -0.00377694 -0.022746 internal_weight=4151.57 3870.54 2710.12 1160.42 281.035 242.68 38.3544 internal_count=19838 16698 11870 4828 3140 2302 838 is_linear=0 shrinkage=0.0382273 Tree=146 num_leaves=8 num_cat=0 split_feature=27 40 142 29 126 144 6 split_gain=9.08504 11.7619 11.2799 10.976 10.9401 10.0243 9.18001 threshold=0.5221111111111113 4.1250000000000009 -0.22499999999999998 8.0500000000000025 1.5280000000000002 0.019150000000000004 1510.4498148500213 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -3 -4 -1 -2 right_child=1 3 4 -5 -6 -7 -8 leaf_value=0.0021806195224787486 0.00093978379762727382 -0.0083472575220715391 -0.0058606863471614033 0.03426192644816467 0.00035582482281977924 -0.02171233775951378 0.0079380902217963244 leaf_weight=1141.1898653784301 603.76199672743678 178.35197566729039 980.89896480669267 9.294500380754469 715.40403760806657 26.250010788673535 501.35695216059685 leaf_count=5741 2605 775 4481 42 3939 146 2137 internal_value=-4.78059e-05 0.00261218 -0.00124859 -0.00623666 -0.00323892 0.00164338 0.00411469 internal_weight=4156.51 1292.77 2863.74 187.646 1696.3 1167.44 1105.12 internal_count=19866 5559 14307 817 8420 5887 4742 is_linear=0 shrinkage=0.0382273 Tree=147 num_leaves=8 num_cat=0 split_feature=147 147 92 79 80 86 92 split_gain=9.65597 27.3791 11.7345 10.1894 9.36596 6.39229 4.47737 threshold=0.39487318826102363 0.39965962962395968 0.064166666666666664 3.0271346066537861 0.091836020687557016 2.89417693169093 0.10749999999999997 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.01698008603791408 -0.026546894103330013 -0.00068317405128231307 0.053777732372696591 -0.00912389012614781 0.0044444575728890129 0.0096677728582494626 -0.0059421433585470917 leaf_weight=48.187544113025069 65.668787991628051 3345.3094588473905 12.817041367292406 39.981684824451804 616.48132320865989 7.6766114737838498 20.137261162512004 leaf_count=211 427 16278 58 180 2547 36 129 internal_value=-4.60791e-05 -0.000347979 0.0111994 0.00514285 0.00011472 0.0372554 -0.0217114 internal_weight=4156.26 4047.6 108.663 88.1692 3961.79 20.4937 85.806 internal_count=19866 19381 485 391 18825 94 556 is_linear=0 shrinkage=0.0382273 Tree=148 num_leaves=8 num_cat=0 split_feature=29 28 1 147 19 95 53 split_gain=8.45226 11.6588 15.6843 10.7658 11.0649 10.1481 7.80785 threshold=4.5634920634920642 3.4142857142857146 1606.7641239539273 0.39487318826102363 2.5000000000000004 -14.249999999999996 2.8950000000000005 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=0.024072004062184009 0.00098244340918608578 0.00296717316441838 -0.017621565965736462 -0.021603779052249146 -0.014984255439037452 -0.0014127819563326057 0.013910103825628808 leaf_weight=44.864709787070751 236.96670038509183 1182.0124167148024 91.904074597172439 36.924621284008026 13.879054175689815 2446.8065089837182 103.63567289337516 leaf_count=197 1089 5223 419 161 61 12303 432 internal_value=4.32104e-05 0.00220631 -0.00421653 -0.0013304 0.0148444 -0.00171296 0.00384928 internal_weight=4156.99 1614.52 328.871 2542.47 58.7438 2483.73 1285.65 internal_count=19885 7163 1508 12722 258 12464 5655 is_linear=0 shrinkage=0.0382273 Tree=149 num_leaves=8 num_cat=0 split_feature=137 21 1 46 47 37 90 split_gain=9.18835 8.36085 10.6758 9.17025 6.77084 9.7363 7.93017 threshold=23.850000000000005 0.53571428571428581 1367.952047732969 6.9150000000000009 1.9350000000000003 0.3693166146052661 -0.30541666666666661 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0013994066247596676 -0.032302661727966371 -0.02051790543319916 -0.0021109532699882107 -0.031695765361166764 0.027869584721672589 -0.007278336915776118 -0.006962776699309294 leaf_weight=3284.0164701151662 19.578661908395588 50.599480811273679 511.53517175745219 12.280110172927378 19.140343636274338 28.91520632058382 230.73203922901303 leaf_count=15517 124 275 2429 68 80 122 1270 internal_value=4.14718e-05 0.000541256 -0.00376784 0.00127611 -0.00642166 0.00672108 -0.00894486 internal_weight=4156.8 3858.43 562.135 3296.3 298.366 48.0555 250.311 internal_count=19885 18289 2704 15585 1596 202 1394 is_linear=0 shrinkage=0.0382273 Tree=150 num_leaves=8 num_cat=0 split_feature=148 80 138 85 55 102 109 split_gain=8.65807 14.4706 17.68 17.6735 10.8464 12.3137 4.88064 threshold=0.24269371034620571 0.059933822551323505 8.5000000000000018 -0.093163418290854588 1.905 0.9275000000000001 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.0070980031917652212 0.00076360125194821244 0.0065525160322841419 0.01223520592243809 -0.0020346950179925718 -0.011065038267328483 0.0021848796361620608 -0.042906412096893963 leaf_weight=432.241212914465 497.06940847821534 422.66965219005942 324.49027366470546 2043.8387000346556 14.290416665375234 403.98547767102718 13.855168193578718 leaf_count=3659 2148 1827 1399 8825 78 1857 66 internal_value=5.47148e-06 0.000900449 0.00529453 -0.000563159 -0.00339902 -0.0026134 -0.02674 internal_weight=4152.44 3288.07 821.56 2466.51 864.372 836.227 28.1456 internal_count=19859 14199 3547 10652 5660 5516 144 is_linear=0 shrinkage=0.0382273 Tree=151 num_leaves=8 num_cat=0 split_feature=35 121 146 29 147 148 93 split_gain=8.30588 11.4433 14.4729 13.0869 7.16202 10.0778 9.40172 threshold=3.3150000000000004 1.3165000000000002 0.00065000000000000008 2.7071428571428577 0.41641356115479727 0.27654902553509503 23.550000000000004 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0014676678713228446 -0.019651574058164156 0.0102895909345247 0.010511512641392291 -0.0027137429504435033 -0.0032338396444689366 -0.00083212448562681735 0.0050057943266257638 leaf_weight=1184.5436451421119 80.130436499603093 125.23460837779567 330.78924241941422 1167.5515785315074 917.6268938742578 86.433467218652368 259.62053854763508 leaf_count=5161 400 725 1425 5155 5432 382 1179 internal_value=5.13651e-06 0.00118791 0.00344189 -0.00145408 -0.00246647 -0.0098858 -0.00141674 internal_weight=4151.93 2808.12 1515.33 1292.79 1343.81 166.564 1177.25 internal_count=19859 12466 6586 5880 7393 782 6611 is_linear=0 shrinkage=0.0382273 Tree=152 num_leaves=8 num_cat=0 split_feature=148 80 80 149 137 142 145 split_gain=9.08713 16.5982 28.3908 13.8528 9.05118 11.8633 8.29914 threshold=0.30672192291753003 0.089597366200098713 0.092914111934075616 0.51553679372533356 5.8500000000000005 -0.55099999999999993 0.76600000000000013 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0045693486417479005 -0.03067588163940935 -0.027007779256270636 -0.0028109159759532494 -0.0010613666070174222 0.014539212513599374 0.0031070568855956818 -0.0027641340422769243 leaf_weight=855.75733543559909 19.096434975042939 87.081377699971199 380.41588420327753 2514.9145686847623 168.64470827579498 74.246469618752599 53.310151414945722 leaf_count=3586 79 498 1791 12719 688 301 218 internal_value=-5.55468e-05 -0.00056803 -0.00731812 0.000368178 0.00618299 -0.0038045 0.0103832 internal_weight=4153.47 3838.17 467.497 3370.67 315.298 93.3429 221.955 internal_count=19880 18594 2289 16305 1286 380 906 is_linear=0 shrinkage=0.0382273 Tree=153 num_leaves=8 num_cat=0 split_feature=147 147 29 56 5 101 113 split_gain=9.02773 20.9444 9.16995 7.81349 15.165 13.9668 5.25193 threshold=0.39487318826102363 0.39965962962395968 4.5857142857142863 2.0150000000000001 1481.2972295344973 1.5500000000000003 0.47750000000000009 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.06024833874011537 -0.025183426553764598 -0.0014078538047867073 0.0023682281464548665 -0.031148626804721247 0.01088913954261095 0.015300241358852612 -0.0036141025398542513 leaf_weight=10.824875669553874 60.63274400960654 2426.9592698721681 1533.6712712377775 15.354989826679228 56.943751471117139 24.639709711074829 22.662498027086258 leaf_count=49 403 12101 6750 72 250 109 146 internal_value=-5.36158e-05 -0.00034461 5.4355e-05 0.0108662 0.0187738 -0.00253283 -0.019315 internal_weight=4151.69 4043.93 3960.63 107.763 67.7686 39.9947 83.2952 internal_count=19880 19400 18851 480 299 181 549 is_linear=0 shrinkage=0.0382273 Tree=154 num_leaves=7 num_cat=0 split_feature=114 102 47 134 36 50 split_gain=8.23758 8.96657 9.58758 8.16245 4.36926 3.60545 threshold=4.1250000000000009 2.0515000000000003 1.1650000000000003 -0.23099999999999998 7.5550000000000006 1.2750000000000001 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=0.0029732141320009237 -0.016070370875046834 -0.012500484265725517 0.014548646668914389 -0.0010210334747090954 0.004467155338703079 -0.053397639963081257 leaf_weight=997.30065978644416 7.6385138314217347 23.059382617473602 112.91517531871796 2986.6589935626835 5.8023791573941699 7.4892829745076597 leaf_count=4770 41 122 491 14332 46 44 internal_value=0.000186784 0.000308311 0.00996146 -2.11572e-05 -0.0237343 -0.034551 internal_weight=4140.86 4119.93 135.975 3983.96 20.9302 15.1278 internal_count=19846 19715 613 19102 131 85 is_linear=0 shrinkage=0.0382273 Tree=155 num_leaves=7 num_cat=0 split_feature=114 102 53 47 34 48 split_gain=7.68089 8.2791 10.4666 7.98917 5.08793 3.29269 threshold=4.1250000000000009 2.0515000000000003 1.7650000000000003 1.4650000000000001 1.1050000000000002 1.8550000000000002 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.0023340906418811798 0.003641745413513124 -0.0082559913924447857 0.015866604820724522 0.0012461844014724913 -0.014755792798526594 -0.052505841061749443 leaf_weight=1409.3498275491875 6.9612942696549025 35.579679235816002 100.61084486544132 2574.6107249674387 5.8794484697282297 7.9323962773196399 leaf_count=8070 55 181 432 11032 31 45 internal_value=0.000179565 0.00029647 0.00956459 -2.03594e-05 -0.0230067 -0.0364374 internal_weight=4140.92 4120.15 136.191 3983.96 20.7731 13.8118 internal_count=19846 19715 613 19102 131 76 is_linear=0 shrinkage=0.0382273 Tree=156 num_leaves=6 num_cat=0 split_feature=114 150 40 0 141 split_gain=7.67461 7.5367 6.78388 5.13137 6.82651 threshold=4.1250000000000009 0.67433880603523477 4.1550000000000011 1540.421742777248 0.38800000000000007 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=0.00053152441971516021 -0.048342444057852221 -0.038415456674331439 -0.0055321770558334231 0.016555440614329779 -0.037578138778266504 leaf_weight=3820.1426918059587 7.5388284628279534 7.4359163262415668 290.0918304277584 7.1960525074973685 6.4594601197168231 leaf_count=16872 47 1535 1284 46 42 internal_value=-8.41039e-05 3.39961e-05 0.00010356 -0.0230282 -0.00905175 internal_weight=4138.86 4117.67 4110.23 21.1943 13.6555 internal_count=19826 19691 18156 135 88 is_linear=0 shrinkage=0.0382273 Tree=157 num_leaves=8 num_cat=0 split_feature=148 148 148 149 146 15 28 split_gain=7.7524 20.1833 43.6219 15.2018 9.01722 8.7871 4.51308 threshold=0.28892252608904478 0.26796584848230992 0.27064914705796966 0.51553679372533356 0.0035500000000000006 0.77500000000000013 4.5857142857142863 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0049105042721536022 -0.0023829412802968092 -0.023537940673069413 -0.0011527154960218092 -0.00099859655313096749 0.041578977029716843 0.0097638717012623021 0.0076252713760119623 leaf_weight=902.246243391186 175.88214319571853 166.39637095667422 540.20054483599961 2157.6248520459048 14.246710792183878 172.27303149923682 9.559206532314418 leaf_count=3758 720 1037 2310 11198 58 705 40 internal_value=-8.10043e-05 -0.000600947 -0.00642422 0.000743786 0.00518392 0.00362751 0.0279454 internal_weight=4138.43 3766.47 706.597 3059.87 371.961 348.155 23.8059 internal_count=19826 18303 3347 14956 1523 1425 98 is_linear=0 shrinkage=0.0382273 Tree=158 num_leaves=8 num_cat=0 split_feature=138 96 35 1 120 3 127 split_gain=8.88977 8.67855 9.09654 8.11647 7.72977 9.4765 5.99816 threshold=7.5000000000000009 6.5000000000000009 6.0850000000000009 1627.5524828411242 2.7070000000000003 1512.8472938224918 1.6835000000000002 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=-0.0039375518728234291 0.0013120690934979699 0.0064746125444775197 -0.020209123393069555 0.029881282583991017 -0.034497488822717019 0.0012204065029354694 0.0035448889910718231 leaf_weight=1132.8055158839561 1843.1790789521765 133.52896289527416 29.15402889973484 25.837504625320435 18.41824444336817 963.03325981879607 9.0237963169347477 leaf_count=5519 8637 576 298 109 143 4471 141 internal_value=-0.000101753 0.00170587 0.000976958 0.0102695 -0.00183141 -0.00156748 -0.0219881 internal_weight=4154.98 2031.7 1872.33 159.366 2123.28 2095.84 27.442 internal_count=19894 9620 8935 685 10274 9990 284 is_linear=0 shrinkage=0.0382273 Tree=159 num_leaves=8 num_cat=0 split_feature=138 134 47 39 96 48 127 split_gain=8.22476 9.14323 11.7491 9.72045 8.00812 8.44448 7.76008 threshold=7.5000000000000009 -0.080499999999999974 2.2750000000000004 0.516679103676565 6.5000000000000009 3.0150000000000001 1.4720000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0021363336145327739 0.0011799842244366809 -0.0049190238108949482 0.011235900418775974 -0.013469924123571626 0.016819084312951944 -0.026467108507423426 -0.00034570425574480832 leaf_weight=865.29826711770147 1856.1219902266748 1124.512539525982 69.874496426433325 62.536996023729444 94.912526309490204 16.285530091961846 64.743513084948063 leaf_count=4061 8750 5595 297 321 400 185 285 internal_value=-9.7992e-05 -0.0017624 -0.00397392 0.00108445 0.00164026 0.000939513 0.00985846 internal_weight=4154.29 2122.22 1194.39 927.835 2032.06 1872.41 159.656 internal_count=19894 10274 5892 4382 9620 8935 685 is_linear=0 shrinkage=0.0382273 Tree=160 num_leaves=7 num_cat=0 split_feature=35 40 27 30 145 143 split_gain=8.33746 7.21785 10.3346 8.11307 4.43207 2.12411 threshold=7.8550000000000013 4.1550000000000011 0.5221111111111113 0.20295303476081508 0.21445000000000003 0.13000000000000003 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=-0.00064638326233779065 -0.036287256440833623 -0.0025695555302183556 0.0037446816291578293 -0.019002085203937001 0.0033924934242584993 -0.0018170201163962558 leaf_weight=2714.2967719552107 16.356254895916216 233.45148128364235 1100.9431394860148 54.075749014504254 7.7548432140611103 3.108973244437947 leaf_count=13427 176 1076 4723 309 61 51 internal_value=4.06531e-05 0.000180556 0.000620723 -0.00566008 -0.0210459 -0.0307819 internal_weight=4129.99 4102.77 3815.24 287.527 27.2201 19.4652 internal_count=19823 19535 18150 1385 288 227 is_linear=0 shrinkage=0.0382273 Tree=161 num_leaves=8 num_cat=0 split_feature=35 3 79 53 28 102 30 split_gain=7.80489 7.77242 14.3493 9.46728 4.04145 6.09377 2.82853 threshold=7.8550000000000013 1478.2944974942222 2.4996075448737458 3.2150000000000003 3.683333333333334 1.0055000000000003 0.18146027201145312 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.014249697994720412 -0.015782280004182313 0.00084509332624205084 -0.0008826948555783786 0.010587680589062749 -0.045543052650448647 0.073093462347949334 -0.016933654265763248 leaf_weight=128.58128194604069 4.2349301252979812 2474.8005849099718 1344.3510583529714 154.87600803002715 8.3389523469377327 1.535823695361614 12.805258224951102 leaf_count=612 125 11804 6479 640 56 10 97 internal_value=3.90154e-05 0.000173625 -0.00204959 0.00141889 -0.020479 0.00787512 -0.0282175 internal_weight=4129.52 4102.61 1472.93 2629.68 26.915 5.77075 21.1442 internal_count=19823 19535 7091 12444 288 135 153 is_linear=0 shrinkage=0.0382273 Tree=162 num_leaves=8 num_cat=0 split_feature=79 79 149 150 79 54 36 split_gain=6.74617 19.6751 17.0103 23.9165 14.9225 14.7169 12.8952 threshold=2.6464528916198518 2.8098448471773501 0.53851874003189804 0.46254438264199421 2.8477419616417294 1.2650000000000003 4.6350000000000007 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -3 -4 -2 right_child=1 4 5 -5 -6 -7 -8 leaf_value=0.0027723044312348796 0.0080145769799756534 -0.010008129671424297 0.016664435880081763 -0.0078467955703116661 0.0002043513070437292 -0.018516636981692279 -0.004129169328565511 leaf_weight=525.98340620286763 715.56215056777 240.23935330845416 108.88428374752402 754.54867132566869 1612.3229782020207 20.674638733267784 155.56026182509959 leaf_count=2160 2989 1029 445 3504 8923 84 675 internal_value=-3.19604e-06 0.00110796 -0.00214946 -0.00348496 -0.00112 0.0110503 0.00584601 internal_weight=4133.78 2723.68 1410.09 1280.53 1852.56 129.559 871.122 internal_count=19809 13616 6193 5664 9952 529 3664 is_linear=0 shrinkage=0.0382273 Tree=163 num_leaves=8 num_cat=0 split_feature=137 41 19 138 21 92 48 split_gain=7.96936 7.45964 12.9754 9.45789 6.66841 12.126 8.62706 threshold=23.850000000000005 1.7850000000000004 2.5000000000000004 10.500000000000002 0.53571428571428581 0.18916666666666668 2.9150000000000005 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0013342558364141529 -0.0063271806071673502 -0.0071489114684281218 0.027794075738300349 -0.035034490060754347 -0.0057152059672047721 0.010287751362661331 -0.016885196498877268 leaf_weight=3239.6939441736322 52.475962727330625 199.96296297386289 23.614592610858381 19.507405227050185 477.77604636945762 80.910735866753384 38.428587830159813 leaf_count=15171 318 1056 119 89 2314 387 355 internal_value=-3.17896e-06 -0.00605167 0.00426241 -0.00962757 0.000462755 -0.0033976 0.00112067 internal_weight=4132.37 295.561 76.0906 219.47 3836.81 558.687 3278.12 internal_count=19809 1582 437 1145 18227 2701 15526 is_linear=0 shrinkage=0.0382273 Tree=164 num_leaves=8 num_cat=0 split_feature=7 5 110 114 89 91 4 split_gain=6.89504 7.91803 10.1508 8.98311 7.75729 11.5527 6.50347 threshold=30.348516772694783 1525.4389162677448 19.750000000000004 0.84500000000000008 0.85000000000000009 -0.18749999999999992 1494.3258286233024 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.00068911745339973881 -0.0024038203525156092 0.023020422447866767 -0.0067211328950926765 0.0038409546467593468 -0.011304905351653089 0.036681809134165355 -0.012617943645698531 leaf_weight=3144.3338690767996 262.56372894113883 42.385459161829203 295.52439373731613 225.7706023727078 13.701576784253122 15.768221288919447 139.48782370379195 leaf_count=15134 1398 186 1263 1045 62 70 703 internal_value=1.34758e-05 0.000545702 5.24887e-05 0.00687255 -0.00455988 0.0143712 -0.00594752 internal_weight=4139.54 3708.01 3439.86 268.156 431.521 29.4698 402.052 internal_count=19861 17628 16397 1231 2233 132 2101 is_linear=0 shrinkage=0.0382273 Tree=165 num_leaves=8 num_cat=0 split_feature=148 148 148 149 5 120 28 split_gain=7.80038 15.1055 41.6464 13.257 6.9315 7.924 7.55667 threshold=0.30672192291753003 0.26796584848230992 0.27064914705796966 0.51553679372533356 1516.0101039808017 1.6460000000000001 5.0500000000000007 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0046125782226897867 0.0053594688183852355 -0.022349986912852213 -0.00060195275162443825 -0.00089433883570895674 0.032750714987412201 -0.01992564628955797 0.00029058124182681789 leaf_weight=907.6964009013027 249.01843043975532 163.8879561573267 598.80474275350571 2156.491013916675 26.502723723649979 19.531955003738403 17.33549290522933 leaf_count=3782 1017 1043 2558 11202 108 79 72 internal_value=1.2872e-05 -0.000461255 -0.0052752 0.000736962 0.0058211 0.00352042 0.0199147 internal_weight=4139.27 3826.88 762.693 3064.19 312.389 268.55 43.8382 internal_count=19861 18585 3601 14984 1276 1096 180 is_linear=0 shrinkage=0.0382273 Tree=166 num_leaves=8 num_cat=0 split_feature=150 147 150 150 120 141 113 split_gain=6.71473 16.2771 18.7738 15.4305 12.2094 12.1899 5.4676 threshold=0.48917163917163925 0.39965962962395968 0.483516332634852 0.53586959486578023 0.8660000000000001 0.049000000000000009 0.47750000000000009 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.024936692028375358 0.009657053575097288 0.001090635332564943 -0.010561055696089672 -0.011241367583976298 9.5679572424051075e-05 0.00067085879818485023 -0.0023526532052554482 leaf_weight=58.325146224349737 456.08673865534365 1080.0665658935905 248.58884913101792 151.11404244112782 1705.6807935005054 427.23111068457365 21.418016694486141 leaf_count=407 1916 4625 1028 771 9209 1798 143 internal_value=4.90033e-05 -0.00209617 -0.00108938 0.00115161 -0.000826981 0.00531074 -0.018871 internal_weight=4148.51 1408.4 1328.66 2740.11 1856.79 883.318 79.7432 internal_count=19897 6203 5653 13694 9980 3714 550 is_linear=0 shrinkage=0.0382273 Tree=167 num_leaves=8 num_cat=0 split_feature=27 26 77 125 47 77 0 split_gain=7.47968 13.2942 12.6314 11.5392 14.8834 13.4582 8.77867 threshold=0.50211111111111129 0.48211111111111116 2.2583333333333337 0.90000000000000013 2.4850000000000008 0.37857142857142861 1323.5248220263168 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0077846347291347503 -0.040256444555117524 0.0057001164875217728 -0.010305960888149474 -0.016357708217391565 0.020533566717600822 0.00071518858127970282 -0.0018785719225260942 leaf_weight=507.25426263711415 8.8321904772892577 1005.257029757835 77.611118752509356 70.063738055061549 28.653285905718803 1823.1628183138091 626.67273834347725 leaf_count=2403 44 4330 342 343 118 9618 2699 internal_value=4.69647e-05 0.0019771 0.00455293 -0.00131842 -0.00627053 8.33579e-05 -0.00241197 internal_weight=4147.51 1718.37 1082.87 2429.13 535.908 1893.23 635.505 internal_count=19897 7415 4672 12482 2521 9961 2743 is_linear=0 shrinkage=0.0382273 Tree=168 num_leaves=7 num_cat=0 split_feature=101 110 40 105 10 150 split_gain=7.09939 8.19806 12.9503 11.8006 6.35169 0.000471894 threshold=1.0000000180025095e-35 5.9500000000000011 4.0050000000000008 0.95250000000000001 1.0000000180025095e-35 0.61378862139921286 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0040914247263704176 0.0012919019648046607 -0.00019409568350597448 -0.010494530061602888 0.011322462406402433 -0.039149087792562591 -0.038452091177731872 leaf_weight=8.3806951199658233 1415.0413118377328 2305.4446592107415 193.32414974272251 195.01741651445627 4.4789264658465973 8.3528436662163568 leaf_count=53 6184 10044 851 827 214 1654 internal_value=0.000265754 0.000379634 -0.000991019 0.00250685 -0.0217922 -0.0386968 internal_weight=4130.04 4108.83 2498.77 1610.06 21.2125 12.8318 internal_count=19827 17906 10895 7011 1921 1868 is_linear=0 shrinkage=0.0382273 Tree=169 num_leaves=8 num_cat=0 split_feature=148 80 80 150 89 55 145 split_gain=7.99445 11.6221 16.2883 13.8813 9.22628 10.2886 9.29214 threshold=0.24269371034620571 0.066537312101342602 0.071160648519139058 0.59554779045125916 0.91000000000000014 1.905 0.31375000000000003 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0012955511650888504 0.0075929930272848551 -0.0072214295571646206 0.0011149411926803055 -0.00095985321622697728 -0.039293855076236402 -0.025638814489676039 -0.004792139201853971 leaf_weight=774.41642247792333 697.28216361626983 429.20732164569199 1695.5224465415813 460.40327809751034 19.98069772310555 26.230409245239571 26.584468871355057 leaf_count=5249 2910 1808 7461 2053 93 136 117 internal_value=0.000255494 0.00110999 -0.000569054 0.00419159 -0.00305515 -0.00209309 -0.0195968 internal_weight=4129.63 3282.42 2124.73 1157.69 847.212 800.647 46.5652 internal_count=19827 14232 9269 4963 5595 5385 210 is_linear=0 shrinkage=0.0382273 Tree=170 num_leaves=7 num_cat=0 split_feature=35 26 16 101 26 30 split_gain=6.96316 6.98133 15.1486 7.58851 4.88207 6.89971 threshold=7.8550000000000013 0.61316666666666675 2.5000000000000004 1.6350000000000002 0.59527777777777791 0.19157801418439713 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.0014190943258715564 -0.029562936807388869 0.012552328762760384 -0.019623004839024225 0.0022089114913847172 -0.044040034405904524 0.016723474505584972 leaf_weight=2718.7386207308155 10.462199087021878 141.53791268449277 25.188281241804361 1220.8009466528893 8.1935326382517797 8.5533139361068589 leaf_count=13537 93 613 113 5298 53 137 internal_value=-9.82879e-05 2.94312e-05 0.00769137 -0.000294833 -0.0193727 -0.00874307 internal_weight=4133.47 4106.27 166.726 3939.54 27.209 19.0155 internal_count=19844 19561 726 18835 283 230 is_linear=0 shrinkage=0.0382273 Tree=171 num_leaves=8 num_cat=0 split_feature=150 150 149 3 3 7 122 split_gain=7.4686 15.9771 15.0446 17.7632 12.5489 11.5706 10.8202 threshold=0.48917163917163925 0.53586959486578023 0.53851874003189804 1553.7996429102593 1481.8808484281481 14.769150591314544 1.4870000000000003 decision_type=2 2 2 2 2 2 2 left_child=2 5 3 -1 -3 -2 -4 right_child=1 4 6 -5 -6 -7 -8 leaf_value=-0.0064057619177352596 0.0080711665878228974 -0.0052929274567905275 0.016304772363092232 0.0037115056527472381 0.0013298153754591833 -0.0017500218234021206 -0.0094756474717264793 leaf_weight=922.89825695939362 629.63182343356311 635.20462601189502 98.077595248818398 349.67954853363335 1223.2556400932372 242.93088598642498 31.408961655572057 leaf_count=4159 2628 3437 402 1494 6552 1043 129 internal_value=-9.4644e-05 0.00106969 -0.0023626 -0.00362573 -0.000933778 0.00533684 0.0100513 internal_weight=4133.09 2731.02 1402.06 1272.58 1858.46 872.563 129.487 internal_count=19844 13660 6184 5653 9989 3671 531 is_linear=0 shrinkage=0.0382273 Tree=172 num_leaves=7 num_cat=0 split_feature=101 137 53 34 93 98 split_gain=8.48876 7.47558 7.33256 6.70857 6.14811 5.20823 threshold=1.0000000180025095e-35 25.650000000000002 3.2750000000000004 1.5050000000000001 15.900000000000002 0.90454545454545465 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.041130239244621648 -0.001986651536455612 -0.0074535223751835498 0.022856294745566778 0.0015274096428638266 0.022090416410433206 0.027783624198743917 leaf_weight=15.327918628230695 1120.7444937080145 257.53269609808922 12.216531962156294 2722.0890915989876 3.4380604103207579 1.7893706113100059 leaf_count=1919 5038 1141 50 11702 17 9 internal_value=-5.17405e-05 7.07396e-05 -0.0060808 0.00050255 -0.0245562 -0.0339257 internal_weight=4133.14 4112.58 269.749 3842.83 20.5553 17.1173 internal_count=19876 17931 1191 16740 1945 1928 is_linear=0 shrinkage=0.0382273 Tree=173 num_leaves=8 num_cat=0 split_feature=102 80 46 41 115 125 0 split_gain=7.52919 12.0529 12.6225 11.3163 9.97055 8.21158 7.96873 threshold=0.99850000000000005 0.045785126783846462 5.495000000000001 2.5550000000000002 1.3665 1.7750000000000001 1583.3587238421458 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.01224682708555579 0.00089637910000068567 -0.00079805662146142931 0.024273479554974945 -0.022052845117211596 0.0078485469853236192 0.0012170161665637175 0.0044323249147938757 leaf_weight=217.14961716206744 1177.8793088123202 2161.3784953979775 29.748187644407153 48.046406731009483 405.14613278955221 41.13231322914362 51.854355578310788 leaf_count=2408 5091 9366 139 241 1758 221 652 internal_value=-4.99072e-05 -0.00139519 -0.000457664 0.00192927 0.00267566 -0.01132 -0.00903168 internal_weight=4132.33 2460.13 2191.13 1672.2 1583.03 89.1787 269.004 internal_count=19876 12565 9505 7311 6849 462 3060 is_linear=0 shrinkage=0.0382273 Tree=174 num_leaves=8 num_cat=0 split_feature=6 120 141 132 26 135 47 split_gain=7.09084 12.7753 10.7739 13.1093 9.50169 9.35413 7.79585 threshold=1523.0523615813763 1.4145000000000001 0.33550000000000008 0.56350000000000011 0.61527777777777792 -0.90549999999999986 1.9850000000000001 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=0.00033886353141651009 -0.0043285843216877978 -0.032502197423635533 0.011437793526820382 -0.0047667857846805705 0.015000436999710317 0.010507737835348637 0.012201701108967804 leaf_weight=2257.9966506571509 261.42900914070196 7.5834750649519256 78.052329461090267 1116.8047645548359 66.494786865077913 288.15769278514199 49.601514343172312 leaf_count=10897 1212 44 373 5425 294 1386 209 internal_value=-0.000100143 0.00371639 -0.000758154 -0.00370824 0.000758278 0.00940481 -0.00169241 internal_weight=4126.12 606.772 3519.35 1194.86 2324.49 295.741 311.031 internal_count=19840 2851 16989 5798 11191 1430 1421 is_linear=0 shrinkage=0.0382273 Tree=175 num_leaves=8 num_cat=0 split_feature=80 145 97 41 137 133 133 split_gain=7.24895 7.25583 13.6774 8.84058 6.79229 10.1046 9.89307 threshold=0.043836402184014855 0.15065000000000003 4.5000000000000009 1.7850000000000004 25.650000000000002 2.1550000000000002 2.1835000000000004 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.019512481122150174 0.00011953084476312487 -0.024887719501631173 0.08439864608652517 -0.0044014132468842958 -0.0032973297003838485 -0.029737484442281938 0.0070648486045799671 leaf_weight=3.7885622591711572 3269.4067394798622 35.439864938147366 3.6188673228025436 234.20286685088649 226.07064001727849 23.298415869474411 329.95053929835558 leaf_count=54 14129 824 19 2246 998 110 1460 internal_value=-9.64069e-05 -0.00606864 0.031255 -0.00709402 0.000333504 -0.00576767 0.000756204 internal_weight=4125.78 277.05 7.40743 269.643 3848.73 249.369 3599.36 internal_count=19840 3143 73 3070 16697 1108 15589 is_linear=0 shrinkage=0.0382273 Tree=176 num_leaves=7 num_cat=0 split_feature=133 44 110 16 85 101 split_gain=6.89945 7.95204 7.26751 6.54378 9.08967 6.48977 threshold=3.6125000000000003 8.2950000000000017 1.4500000000000002 3.5000000000000004 0.012183908045976952 1.6350000000000002 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.00079972576379887185 -0.04147286684003261 0.081157832235118771 0.035515574726356372 -0.012096316725953937 0.015784774675676426 0.0025364653588434327 leaf_weight=2749.6865222684573 2.6933916315902007 3.1776276379823676 5.3501521348953247 120.8273839878384 19.901429459452629 1234.6619103774428 leaf_count=13588 144 14 27 655 92 5363 internal_value=2.93727e-05 0.0299632 0.00973494 -5.20577e-05 -0.00815342 0.000234087 internal_weight=4136.3 11.2212 8.04354 4125.08 140.729 3984.35 internal_count=19883 185 171 19698 747 18951 is_linear=0 shrinkage=0.0382273 Tree=177 num_leaves=8 num_cat=0 split_feature=134 23 101 6 137 35 29 split_gain=6.73399 17.9295 11.9771 9.68694 6.99975 8.60835 7.51671 threshold=-0.23099999999999998 1.9285714285714288 1.5500000000000003 1469.7776875782613 23.150000000000002 3.3150000000000004 2.0500000000000003 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.01810230882218097 0.0010699939131280562 -0.019515374069903568 0.0060757625976398987 0.0052934005024881329 0.019933397245703571 -0.0034198347182775946 -0.0092081657824413972 leaf_weight=91.942461978411302 1959.6903068344109 23.617428942816332 44.397842094302177 878.73289459501393 13.789456862956284 915.58566505345516 208.50913210771978 leaf_count=421 8714 137 190 4234 185 4981 1021 internal_value=2.81758e-05 0.0026918 -0.010229 0.00464406 -0.000865001 -0.000359721 -0.00740044 internal_weight=4136.27 1038.69 136.34 902.35 3097.57 2875.28 222.299 internal_count=19883 4982 611 4371 14901 13695 1206 is_linear=0 shrinkage=0.0382273 Tree=178 num_leaves=8 num_cat=0 split_feature=21 92 2 79 135 41 99 split_gain=7.01991 11.0657 12.387 11.0293 8.59969 11.5196 10.5498 threshold=0.33166666666666672 0.17958333333333334 200.395154069028 2.5967863419533024 -0.070999999999999994 2.1750000000000003 0.36931818181818182 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=0.0001716669274039104 -0.010379366998505789 0.014535476557374732 -0.022839329488958612 -0.0012892805392919365 -0.0072113215255712338 -0.0093201587561208797 0.0034539313654059064 leaf_weight=1071.5050213683862 283.03586488356814 88.521498732501641 15.180366083048282 627.49283532914706 147.48736888170242 226.30998146696948 1672.1879062876105 leaf_count=4845 1286 413 88 3039 1593 1390 7216 internal_value=-4.84787e-06 -0.00276738 0.0090643 -0.00411492 0.000893903 -0.0014835 0.0025895 internal_weight=4131.72 1014.23 103.702 910.529 3117.49 1297.82 1819.68 internal_count=19870 4826 501 4325 15044 6235 8809 is_linear=0 shrinkage=0.0382273 Tree=179 num_leaves=8 num_cat=0 split_feature=138 136 132 134 141 136 130 split_gain=6.53515 10.3101 13.1129 8.68207 11.0318 8.50957 8.48205 threshold=7.5000000000000009 9.8500000000000032 1.0500000000000003 -0.23099999999999998 0.59250000000000014 7.0500000000000007 1.4720000000000002 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=0.004864111827035277 0.0018980278021690149 -0.0096609686435666711 0.0015588673917183123 -0.0058644939907027422 -0.01205399410054076 0.0093141935532528464 -0.00026869321332444293 leaf_weight=458.09540545637719 1058.3017409697641 232.34775962331332 441.39646230940707 746.44399587134831 64.219161598244682 287.52388646337204 842.76610411913134 leaf_count=2185 4975 1078 2145 3492 334 1401 4260 internal_value=-4.77437e-06 0.00154989 -0.00231041 -0.00149174 0.002784 0.00348243 -0.00289701 internal_weight=4131.09 2019.57 673.744 2111.52 522.315 1345.83 1589.21 internal_count=19870 9599 3223 10271 2519 6376 7752 is_linear=0 shrinkage=0.0382273 Tree=180 num_leaves=8 num_cat=0 split_feature=30 0 146 27 13 95 29 split_gain=6.44979 12.675 9.25644 7.39405 12.2968 10.5852 4.53573 threshold=0.084273937856689865 1323.5248220263168 0.00175 0.50472222222222241 1.0000000180025095e-35 8.25 4.0500000000000007 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.058813119419679774 0.0037169310674289241 0.0021832514514423746 0.033479108389183436 0.00093787436609469265 -0.0029479299373184791 0.011660862722808816 0.018049688120534913 leaf_weight=8.2162266317754966 522.48003488150425 246.08329672226682 14.631436272524295 1391.1520077260211 1792.0533681048546 148.92972628027201 7.7535662502050391 leaf_count=36 2943 1070 66 6013 9054 646 35 internal_value=0.000326989 0.00596467 0.00393965 -7.76845e-05 -0.00144341 0.00197482 0.039023 internal_weight=4131.3 276.685 260.715 3854.62 2314.53 1540.08 15.9698 internal_count=19863 1207 1136 18656 11997 6659 71 is_linear=0 shrinkage=0.0382273 Tree=181 num_leaves=8 num_cat=0 split_feature=134 23 126 34 5 28 5 split_gain=6.40923 18.4281 9.56415 8.88797 9.4999 8.37105 7.59945 threshold=-0.23099999999999998 1.9285714285714288 1.1835000000000002 1.385 1521.8528438223204 3.0500000000000003 1485.6434169702873 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.02255587909614493 -0.017701530120539492 -0.0042322091348266123 -0.001853649339531939 -0.00025044623030245526 0.0076618109966516178 0.0064038826518382054 -0.0031252848379814185 leaf_weight=54.72035345970653 56.731668295105919 125.79193966346793 80.708429991733283 2131.3146454070229 247.50125374668278 770.31325161457062 664.27499010413885 leaf_count=243 324 808 365 9944 1112 3524 3543 internal_value=0.000314418 0.00292451 -0.0102185 -0.000554149 0.000572777 0.00491083 -0.00427221 internal_weight=4131.36 1031.53 135.429 3099.82 2378.82 896.105 721.007 internal_count=19863 4940 608 14923 11056 4332 3867 is_linear=0 shrinkage=0.0382273 Tree=182 num_leaves=6 num_cat=0 split_feature=101 133 29 98 102 split_gain=6.77601 7.35428 6.32665 5.6277 0.00890084 threshold=1.0000000180025095e-35 3.6125000000000003 4.5634920634920642 0.48684210526315791 0.23450000000000001 decision_type=2 2 2 2 2 left_child=3 2 -2 4 -1 right_child=1 -3 -4 -5 -6 leaf_value=-0.0386717755600706 -0.0012825363301186309 0.031581856050057727 0.0017945852495116468 0.0027497123003816905 -0.046206299131818243 leaf_weight=11.765543214045465 2496.1359341517091 10.748876184225081 1603.7381931096315 7.8762170374393454 0.24661619216203767 leaf_count=1892 10955 52 6930 41 2 internal_value=-0.000103771 3.92756e-06 -7.88658e-05 -0.0223629 -0.0388283 internal_weight=4130.51 4110.62 4099.87 19.8884 12.0122 internal_count=19872 17937 17885 1935 1894 is_linear=0 shrinkage=0.0382273 Tree=183 num_leaves=6 num_cat=0 split_feature=101 10 133 100 79 split_gain=6.4192 6.81398 7.48104 5.04374 0.000199497 threshold=1.0000000180025095e-35 0.099999999999999964 3.8450000000000006 1.0000000180025095e-35 3.104222280902261 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.03905657631190957 -0.032029227119180326 2.6012272946499723e-06 0.034801465584278997 0.00076878992949066345 -0.038423906767163715 leaf_weight=3.8749156035482901 9.6807079166173917 4091.8826150670648 9.0472010374069196 8.2105152858421189 7.3661653960589319 leaf_count=204 41 17853 43 46 1685 internal_value=-9.99178e-05 3.75504e-06 7.93763e-05 -0.0220081 -0.0386437 internal_weight=4130.06 4110.61 4100.93 19.4516 11.2411 internal_count=19872 17937 17896 1935 1889 is_linear=0 shrinkage=0.0382273 Tree=184 num_leaves=8 num_cat=0 split_feature=120 102 49 29 106 125 134 split_gain=6.393 8.99563 9.21971 6.92754 5.60628 5.6122 5.57754 threshold=2.7320000000000007 2.4740000000000006 1.6850000000000003 2.5857142857142863 0.76350000000000018 1.3665 -0.18899999999999997 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.005388265453191046 -0.0037073296819482284 -0.017079121748353986 0.027740511312317188 -0.00050111657433353984 -0.013788150048322382 0.016462216827874843 -0.030453451480651473 leaf_weight=316.91779779200442 19.548446013359353 8.523758187890051 31.461718052625656 3692.4726639569271 18.609939679503441 17.286962859332561 27.313328364863992 leaf_count=2315 183 41 135 16714 86 86 320 internal_value=-7.06212e-05 0.000144336 0.0181862 -3.55963e-05 -0.0105884 0.000779618 -0.0192964 internal_weight=4132.13 4049.38 39.9855 4009.39 82.7587 35.8969 46.8618 internal_count=19880 19205 176 19029 675 172 503 is_linear=0 shrinkage=0.0382273 Tree=185 num_leaves=7 num_cat=0 split_feature=84 5 120 46 130 123 split_gain=6.12393 10.8806 6.93509 7.22752 7.07804 5.86991 threshold=0.080825892857142853 1541.4439925326926 2.7320000000000007 2.8650000000000007 2.7640000000000007 1.1940000000000002 decision_type=2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0003124049627460777 0.027158363172850142 -0.028798177632640774 -0.028302046533770664 -0.0032619511848227438 0.0089337057635049504 -0.0038480754322800419 leaf_weight=3876.2642230761703 35.818444630131125 7.9771041050553313 25.466632152209058 49.753117130370811 124.88528725574724 11.881807023659347 leaf_count=18265 151 36 410 233 733 52 internal_value=-6.80093e-05 0.0125242 -0.000240002 -0.0117397 -2.3811e-05 0.0194349 internal_weight=4132.05 55.6774 4076.37 75.2197 4001.15 47.7003 internal_count=19880 239 19641 643 18998 203 is_linear=0 shrinkage=0.0382273 Tree=186 num_leaves=8 num_cat=0 split_feature=110 105 34 30 7 133 86 split_gain=5.64919 10.9398 10.525 11.4663 9.08159 8.27415 8.01633 threshold=5.9500000000000011 0.95250000000000001 3.4450000000000007 0.082606717719311509 -3.4972741773574394 2.1835000000000004 2.8677595628415307 decision_type=2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 -3 -2 right_child=2 5 3 -5 -6 -7 -8 leaf_value=0.004001695021712705 0.0003547811890668772 0.0072579496105073544 0.020436513643888758 -0.012442320755707606 -0.0021401686519598112 0.031380520230008591 -0.0067276369408803896 leaf_weight=624.44984190352261 2031.360968850553 173.70979508012533 16.946802884340286 181.53576783835888 805.77711027255282 23.601774215698242 263.8749900534749 leaf_count=3512 8839 736 74 805 4595 98 1178 internal_value=-4.63856e-05 0.00170551 -0.00118977 -0.00963502 0.000541424 0.0101435 -0.00045946 internal_weight=4121.26 1627.54 2493.72 198.483 1430.23 197.312 2295.24 internal_count=19837 8941 10896 879 8107 834 10017 is_linear=0 shrinkage=0.0382273 Tree=187 num_leaves=8 num_cat=0 split_feature=147 147 90 79 122 137 56 split_gain=7.22718 16.2542 10.8573 9.8172 6.58078 6.3421 5.46803 threshold=0.39487318826102363 0.39965962962395968 0.0070833333333332514 3.0271346066537861 1.7575000000000001 23.850000000000005 1.9450000000000001 decision_type=2 2 2 2 2 2 2 left_child=2 6 3 -1 -4 -3 -2 right_child=1 5 4 -5 -6 -7 -8 leaf_value=0.014973352367020302 -0.020115256001982586 0.00046509743249339281 0.052621523002084523 -0.010584490626393503 0.0083231063116447276 -0.0054506691898262068 0.02077898592107711 leaf_weight=50.653639392927289 73.93776379339397 3646.3448923747055 12.186204554513099 38.774265104904771 8.19703561067581 285.5634044741746 5.1078008860349646 leaf_count=219 520 17257 56 175 38 1537 35 internal_value=-4.46976e-05 -0.00030959 0.00963069 0.00389195 0.0348077 3.54514e-05 -0.0174726 internal_weight=4120.77 4010.95 109.811 89.4279 20.3832 3931.91 79.0456 internal_count=19837 19349 488 394 94 18794 555 is_linear=0 shrinkage=0.0382273 Tree=188 num_leaves=7 num_cat=0 split_feature=148 79 79 149 145 146 split_gain=6.50091 19.3161 14.3737 10.5374 9.5242 8.38667 threshold=0.28892252608904478 2.5062937217256986 2.4204709237934856 0.50622604215781086 0.9668000000000001 0.0035500000000000006 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 right_child=4 3 -4 -5 -6 -7 leaf_value=0.00061816535382258804 0.0045861708322848657 0.0040229385105918294 -0.024630320737244801 -0.00096634637510372942 -0.024963089429346361 0.028054208516129608 leaf_weight=55.060968456789851 331.23414494283497 792.19964839611202 82.04707920178771 2822.7449526251294 14.971104402095078 23.854868842288852 leaf_count=228 1358 3346 493 14249 62 99 internal_value=6.96261e-05 -0.000407137 -0.0144909 0.000127034 0.00490353 0.00616279 internal_weight=4122.11 3752.05 137.108 3614.94 370.06 355.089 internal_count=19835 18316 721 17595 1519 1457 is_linear=0 shrinkage=0.0382273 Tree=189 num_leaves=8 num_cat=0 split_feature=127 111 9 34 121 79 79 split_gain=6.32536 12.4984 10.1507 8.38262 8.37914 9.67778 8.36652 threshold=0.7320000000000001 8.2500000000000018 2.4226190476190479 1.5350000000000004 0.58550000000000002 2.5152597294757348 2.4996075448737458 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0091663690853013412 0.0073015340293285736 -0.022117879498087131 0.051353635616234634 0.00073049658463063803 -0.0065393449279844184 -0.01720336772427461 0.00042930374860401956 leaf_weight=208.14663024712354 32.508721373975277 27.517317920923233 8.6817299558315408 159.310193836689 272.37785027362406 85.471848718356341 3326.6321257355157 leaf_count=950 138 119 54 680 1256 405 16233 internal_value=6.68517e-05 0.00461174 0.0108556 -0.00263483 -0.000426712 -0.0104512 -9.80936e-05 internal_weight=4120.65 403.656 216.828 186.828 3716.99 117.981 3599.01 internal_count=19835 1803 1004 799 18032 543 17489 is_linear=0 shrinkage=0.0382273 Tree=190 num_leaves=8 num_cat=0 split_feature=122 102 150 130 4 47 27 split_gain=6.148 6.63022 11.3179 8.65394 5.05533 5.82858 4.89983 threshold=3.0250000000000004 0.99850000000000005 0.60280282365026328 1.1055000000000004 1502.9849205720557 1.3350000000000002 0.54211111111111121 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=-0.00020650292262877837 -0.023850434381185556 0.0096234342166450042 -0.0080785848150320815 0.00094996995979345982 -0.053484150812731453 0.035591346744002161 -0.0068293111540247654 leaf_weight=2140.261624767445 5.6932509879115987 189.87371028959751 304.91276283329353 1466.0781693458557 8.1230785332154465 4.18008653819561 5.5283184498548499 leaf_count=9290 100 822 3086 6413 107 18 25 internal_value=-3.50359e-05 7.67434e-05 -0.00118815 0.00194448 -0.0195214 0.001316 -0.0345916 internal_weight=4124.65 4101.13 2445.17 1655.95 23.5247 9.87334 13.6514 internal_count=19861 19611 12376 7235 250 118 132 is_linear=0 shrinkage=0.0382273 Tree=191 num_leaves=8 num_cat=0 split_feature=148 99 150 148 148 123 100 split_gain=7.1755 10.071 9.93877 15.0498 11.6781 9.04277 8.73671 threshold=0.24269371034620571 0.71008403361344552 0.48917163917163925 0.27350937747107446 0.28438798652351177 1.0955000000000001 0.29000000000000009 decision_type=2 2 2 2 2 2 2 left_child=1 6 3 -2 -4 -3 -1 right_child=2 5 4 -5 -6 -7 -8 leaf_value=-0.032047745971958787 -0.0048855571119794747 0.0025863939999475872 0.0032021353612590301 0.0031909331374350637 -0.012683256412027335 -0.011484262693022268 0.0012005671620548069 leaf_weight=11.834140023915095 841.88532419642434 88.536511078476906 1798.7361612366512 562.37424650415778 70.268808366730809 271.17595880478621 479.01700388174504 leaf_count=1722 3866 402 7699 2348 302 1295 2227 internal_value=-3.3822e-05 -0.00316196 0.000779031 -0.00165111 0.00260489 -0.00802103 0.000398939 internal_weight=4123.83 850.564 3273.26 1404.26 1869 359.712 490.851 internal_count=19861 5646 14215 6214 8001 1697 3949 is_linear=0 shrinkage=0.0382273 Tree=192 num_leaves=8 num_cat=0 split_feature=40 30 30 35 133 103 103 split_gain=6.5654 7.5198 9.79384 9.78857 6.71444 10.8097 9.46379 threshold=4.1550000000000011 0.20295303476081508 0.18908278357097258 4.1750000000000007 1.0500000000000003 2.6300000000000003 2.2535000000000003 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.0038532103445324175 -0.0047639089111831574 -0.0071504578906848391 0.026729564299641091 -0.042078473594671574 -0.00077504244041921519 -0.036363703482196405 0.015965026637144275 leaf_weight=826.05858155619353 220.01607263810001 35.725040908204392 15.442056479165329 17.453161214245483 2955.5561601854861 9.882933557033537 50.188692629337311 leaf_count=3790 1020 160 74 167 14423 42 218 internal_value=-7.04719e-05 -0.00563075 -0.00269842 -0.0186142 0.000347288 0.00337772 -0.000495521 internal_weight=4130.32 288.636 235.458 53.1782 3841.69 835.942 3005.74 internal_count=19894 1421 1094 327 18473 3832 14641 is_linear=0 shrinkage=0.0382273 Tree=193 num_leaves=7 num_cat=0 split_feature=30 125 5 148 148 148 split_gain=6.22866 7.32765 8.92212 7.32754 38.0846 9.8679 threshold=0.098637879911045154 0.3665000000000001 1466.2279442109809 0.26796584848230992 0.27350937747107446 0.26356968113433638 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 5 -5 -2 right_child=3 2 -4 4 -6 -7 leaf_value=0.030742790707465148 -0.00060583690237823746 0.023758797505964845 0.0018316123239387209 -0.018518442247390441 0.00060082477356137318 0.0058593382132802584 leaf_weight=14.42753213085234 2336.6985469481442 28.790332935750484 466.56838884111494 195.94493890088052 682.71449810639024 404.75075629446656 leaf_count=61 11957 127 2045 1138 2892 1674 internal_value=-6.78782e-05 0.00388823 0.00310605 -0.00062498 -0.00366286 0.00034869 internal_weight=4129.89 509.786 495.359 3620.11 878.659 2741.45 internal_count=19894 2233 2172 17661 4030 13631 is_linear=0 shrinkage=0.0382273 Tree=194 num_leaves=8 num_cat=0 split_feature=31 101 101 29 147 41 118 split_gain=7.54209 8.45604 8.87037 7.0827 10.0511 9.14 4.28496 threshold=0.23937642951727459 0.55000000000000016 0.71000000000000008 4.5857142857142863 0.39487318826102363 1.9950000000000003 0.22500000000000003 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=0.01521308253145412 0.07418065954796095 0.046116312765917114 0.0048606588036731475 0.004600361723745611 -0.0023293692964619444 -0.0013835056300355371 -0.037693993537951942 leaf_weight=48.811403034254909 0.53025103569961984 7.7608645781874648 406.44758868962526 712.97588400752284 2150.9838265711442 782.30562578700483 8.736314397538079 leaf_count=213 10 36 1862 3122 10160 3494 945 internal_value=-6.4726e-06 0.00482572 0.0056337 -0.000560268 -0.00194012 0.00146971 -0.0312888 internal_weight=4118.55 423.475 414.208 3695.08 2199.8 1495.28 9.26657 internal_count=19842 2853 1898 16989 10373 6616 955 is_linear=0 shrinkage=0.0382273 Tree=195 num_leaves=8 num_cat=0 split_feature=31 101 101 29 134 142 120 split_gain=6.96948 7.94338 8.08379 6.55314 9.71328 7.333 4.15225 threshold=0.23937642951727459 0.55000000000000016 0.71000000000000008 4.5857142857142863 -0.22699999999999998 -0.22499999999999998 0.31650000000000006 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.00052432725627574129 0.07438041420126941 0.043827639164473998 0.0046693063452817422 0.0066944649874076259 -0.0003839630165760434 -0.0039047371528363665 -0.037097459863430923 leaf_weight=1011.9092037829105 0.51736023183911939 7.8521374538540831 406.92067017406225 379.71016659028828 1115.6893461321015 1187.1129902738612 8.5589651514310372 leaf_count=4811 7 36 1862 1668 4948 5562 948 internal_value=-6.3214e-06 0.00463651 0.00541067 -0.00053898 0.00141338 -0.00186664 -0.0307395 internal_weight=4118.27 423.849 414.773 3694.42 1495.4 2199.02 9.07633 internal_count=19842 2853 1898 16989 6616 10373 955 is_linear=0 shrinkage=0.0382273 Tree=196 num_leaves=7 num_cat=0 split_feature=35 145 40 28 27 145 split_gain=5.89182 6.69318 5.11241 7.87785 7.12498 2.18795 threshold=7.8550000000000013 0.21445000000000003 4.1550000000000011 3.4365079365079372 0.66527777777777797 0.18365000000000004 decision_type=2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=0.00039480211796369104 -0.015720594664109966 0.011055279704362224 -0.012002979461065688 0.0007255636151437295 -0.020108479132148728 -0.042290204062707788 leaf_weight=3789.1375040323474 7.957071098033345 7.976046851836144 129.72623158339411 157.10848348285072 24.930041721090674 10.515332398004828 leaf_count=18120 132 62 661 732 105 94 internal_value=-0.00022535 -0.0182098 -0.000109359 -0.00503116 0.000260783 -0.0308459 internal_weight=4127.35 26.4485 4100.9 286.835 3814.07 18.4724 internal_count=19906 288 19618 1393 18225 226 is_linear=0 shrinkage=0.0382273 Tree=197 num_leaves=8 num_cat=0 split_feature=147 144 126 77 148 116 100 split_gain=5.55283 8.65832 8.77538 8.45206 12.0293 9.46926 5.87948 threshold=0.45340220333168152 0.014050000000000002 0.58550000000000002 0.7238095238095239 0.30672192291753003 0.58350000000000013 0.77500000000000013 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 -3 right_child=1 6 -4 5 -6 -7 -8 leaf_value=-0.0092169602059721939 0.023594370777642756 -0.04648703100854408 0.0019872736229320661 0.00068960564531974375 0.0071496631916278044 -0.0061794460452993891 -0.0085684608837963173 leaf_weight=346.36284656380303 28.104104270460084 7.0234954557381561 1211.7983045622241 2071.0107073576655 80.965233957394958 341.65093311248347 40.038218259811401 leaf_count=1598 137 133 6483 9403 330 1634 188 internal_value=-0.000216839 0.00186617 0.00247704 -0.00116077 -0.00611599 -0.000283104 -0.0142279 internal_weight=4126.95 1286.96 1239.9 2839.99 427.328 2412.66 47.0617 internal_count=19906 6941 6620 12965 1928 11037 321 is_linear=0 shrinkage=0.0382273 Tree=198 num_leaves=8 num_cat=0 split_feature=105 101 110 38 51 26 97 split_gain=5.66412 10.4026 9.413 7.3801 6.16171 13.4287 7.47626 threshold=1.6235000000000002 1.6350000000000002 5.3500000000000005 0.19896632841391873 1.2550000000000001 0.48316666666666669 3.5000000000000004 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0031128014802642061 0.01722518961178051 -0.015483667880888133 -0.028107411267227215 0.023219314320886291 -0.002321009268623663 0.0053658682809191519 0.00092326364518410017 leaf_weight=1348.7777065932751 11.193450197577478 8.2832848131656629 16.648391872644424 55.026288568973541 583.12634962704033 771.51126647088677 1334.0168001577258 leaf_count=7872 47 37 73 231 2467 3294 5869 internal_value=0.000168058 0.00959148 -0.00988204 0.0181554 -4.46921e-05 0.00205692 -0.00110587 internal_weight=4128.58 91.1514 27.8418 63.3096 4037.43 1354.64 2682.79 internal_count=19890 388 120 268 19502 5761 13741 is_linear=0 shrinkage=0.0382273 Tree=199 num_leaves=6 num_cat=0 split_feature=7 105 2 122 28 split_gain=5.64611 5.4893 9.78703 6.64117 2.93276 threshold=-72.594574643057044 1.6235000000000002 77.753572421532468 2.7415000000000007 3.3875000000000006 decision_type=2 2 2 2 2 left_child=4 3 -3 -2 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.038922408862676949 0.00022331235914336994 0.013546998116606253 -0.029870353516331046 -0.013087167706885342 -0.005986609662374744 leaf_weight=7.9923806849401426 3965.9231833787635 82.369577437639236 8.35628794133663 55.544412979390472 7.8128788657486439 leaf_count=41 18908 350 36 519 36 internal_value=0.0001616 0.000249249 0.00954791 3.94668e-05 -0.0226422 internal_weight=4128 4112.19 90.7259 4021.47 15.8053 internal_count=19890 19813 386 19427 77 is_linear=0 shrinkage=0.0382273 Tree=200 num_leaves=8 num_cat=0 split_feature=21 92 135 146 84 5 146 split_gain=6.49186 11.9537 10.4064 8.98145 8.12609 7.6283 6.51404 threshold=0.33166666666666672 0.17958333333333334 -0.65349999999999986 0.014850000000000002 0.080825892857142853 1527.8200964212176 0.026450000000000005 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.00032090406522371575 0.013739559064910527 0.013383154815713292 -0.0048077387947042241 -0.024744753693426363 0.0093971659695478386 0.0077147684444889624 0.044186511048388631 leaf_weight=2837.0660087340511 46.604741400340572 95.146689574001357 858.90507913287729 9.9743608578573895 35.430401364341378 219.69611469923984 10.10889691673219 leaf_count=13735 224 452 4096 56 148 1079 45 internal_value=0.000224285 -0.00243661 -0.00385314 0.00976531 0.00109112 0.000852318 0.0171202 internal_weight=4112.93 1010.63 905.51 105.121 3102.3 3056.76 45.5393 internal_count=19835 4828 4320 508 15007 14814 193 is_linear=0 shrinkage=0.0382273 Tree=201 num_leaves=8 num_cat=0 split_feature=21 92 79 26 133 30 146 split_gain=6.00778 11.051 9.86888 8.84817 10.5307 8.58838 8.32341 threshold=0.33166666666666672 0.17958333333333334 2.6464528916198518 0.51354166666666679 1.0500000000000003 0.063391601366284869 0.014850000000000002 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.014075005959360015 -0.0093576672104809175 0.012836904493322438 -0.00088706801273977503 0.010319813778242414 0.0015641044592085681 -0.0007648187171582693 -0.024001583523679329 leaf_weight=58.619180976646021 301.43092044908553 95.398485849844292 603.23266584007069 279.09814848937094 714.9295312310569 2050.2509019623976 9.8917397870682162 leaf_count=259 1373 452 2947 1183 3128 10437 56 internal_value=0.000215633 -0.00234526 -0.00370945 0.00104917 0.00402249 -0.000352321 0.00937593 internal_weight=4112.85 1009.95 904.664 3102.9 994.028 2108.87 105.29 internal_count=19835 4828 4320 15007 4311 10696 508 is_linear=0 shrinkage=0.0382273 Tree=202 num_leaves=7 num_cat=0 split_feature=130 107 130 126 95 137 split_gain=7.87375 8.70326 6.65142 9.39467 6.44683 2.4815 threshold=3.6835000000000004 0.77250000000000008 2.7640000000000007 1.3165000000000002 -14.249999999999996 4.7500000000000009 decision_type=2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0095512459578566515 -0.017227917841814773 0.0024156746348280244 0.02078001503520473 0.0012177554164484934 0.00013786373634408654 -0.05740335289521746 leaf_weight=103.04893431812525 3.1077850316651192 10.27665940672159 54.17684765777085 106.19349048356526 3833.4681115894346 8.112894583377054 leaf_count=450 23 47 311 672 18200 154 internal_value=7.40369e-05 -0.0230004 0.000195116 0.00782639 -0.000115776 -0.0462772 internal_weight=4118.38 21.4973 4096.89 160.37 3936.52 11.2207 internal_count=19857 224 19633 983 18650 177 is_linear=0 shrinkage=0.0382273 Tree=203 num_leaves=7 num_cat=0 split_feature=130 107 40 28 126 136 split_gain=7.33564 8.20963 6.88065 7.61328 6.80361 4.02982 threshold=3.6835000000000004 0.77250000000000008 4.1550000000000011 3.4365079365079372 1.6460000000000001 4.7500000000000009 decision_type=2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.00041917404887621202 -0.0022176031159822432 0.0023220625325438365 -0.012331337761851777 0.00014679922036260726 0.0031338751934542066 -0.057510098158019739 leaf_weight=2696.2460575711448 2.4829252049094093 10.282179661095141 130.6265227755066 157.7314455776941 1112.5207491901238 8.5906883818097395 leaf_count=12502 22 47 680 736 5715 155 internal_value=7.11296e-05 -0.0222749 0.000187608 -0.00550582 0.000618653 -0.0451131 internal_weight=4118.48 21.3558 4097.12 288.358 3808.77 11.0736 internal_count=19857 224 19633 1416 18217 177 is_linear=0 shrinkage=0.0382273 Tree=204 num_leaves=7 num_cat=0 split_feature=114 147 149 136 0 40 split_gain=6.60995 6.74851 13.8037 9.95746 5.13827 3.07967 threshold=4.1250000000000009 0.43375685993796237 0.53851874003189804 16.050000000000004 1540.421742777248 1.4950000000000003 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.0064954175161022736 -0.046975866239622577 0.0020323066199042865 0.0013696132091310102 -0.004364278796514744 0.012667985573156954 -0.024472600079959217 leaf_weight=604.62113623647019 7.4834008337929872 2366.9895707989344 707.87670099083334 418.50900976522826 6.0733255113009346 7.0483173583634198 leaf_count=2941 48 11528 3065 2187 48 38 internal_value=-0.000102199 6.3947e-06 -0.00225353 0.00107125 -0.0216991 -0.00728231 internal_weight=4118.6 4098 1312.5 2785.5 20.605 13.1216 internal_count=19855 19721 6006 13715 134 86 is_linear=0 shrinkage=0.0382273 Tree=205 num_leaves=8 num_cat=0 split_feature=147 150 80 51 106 13 107 split_gain=5.96497 12.5195 24.6476 17.5361 8.21949 11.3995 6.82292 threshold=0.43375685993796237 0.47465257807797773 0.13143836459335737 1.2450000000000003 0.76350000000000018 0.70833333333333337 0.8590000000000001 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.019798357970257766 0.00031368006187703772 -0.0037400198155790685 0.00087394694267083214 0.0070255157296208624 0.0043729522076487995 -0.018651523233745089 -0.0063775206587768857 leaf_weight=154.75709871342406 1520.807393044699 640.37610950320959 185.08300048671663 337.71737783774734 985.97577456384897 32.457376718521118 260.89704244956374 leaf_count=1041 8314 2824 756 1418 4246 136 1120 internal_value=-9.83871e-05 -0.00221906 -0.00853987 -2.28801e-05 0.000899744 0.00363916 -0.000666122 internal_weight=4118.07 1317.93 339.84 978.093 2800.14 1018.43 1781.7 internal_count=19855 6039 1797 4242 13816 4382 9434 is_linear=0 shrinkage=0.0382273 Tree=206 num_leaves=8 num_cat=0 split_feature=35 133 132 132 145 29 0 split_gain=6.36256 5.80189 6.5676 5.78411 8.0632 5.07339 4.0474 threshold=7.8550000000000013 3.8450000000000006 1.0500000000000003 1.5855000000000004 0.21225000000000002 4.5857142857142863 1649.7039931096781 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.0010156760341382732 -0.046872409181664867 0.051637467451075836 -0.017103011820665308 -0.021631598649751838 0.063301665372554591 0.0017422826081574269 -0.010395330707430947 leaf_weight=2489.0316643207334 10.003259105258627 6.474908873671664 2.9590192197356373 4.3329029250890008 2.6211492056027055 1602.0566122548189 8.0004068246344087 leaf_count=12366 101 72 47 74 21 7121 86 internal_value=1.62614e-05 0.000133384 0.0300767 -0.0192264 0.0103839 6.43315e-05 -0.0306636 internal_weight=4125.48 4100.52 9.43393 24.9577 6.95405 4091.09 18.0037 internal_count=19888 19606 119 282 95 19487 187 is_linear=0 shrinkage=0.0382273 Tree=207 num_leaves=8 num_cat=0 split_feature=27 26 11 0 129 30 150 split_gain=5.39789 11.7624 12.7388 9.76207 8.94074 10.0009 8.44372 threshold=0.50211111111111129 0.48211111111111116 1.1380952380952383 1323.5248220263168 1.0000000180025095e-35 0.081190947044605513 0.43365081701235947 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.031328167316942344 -0.043064686879655659 0.0081906460826775326 -0.00010967073434196946 -0.0019375388000892869 0.0088429876820988098 -0.0030866250602384674 0.0023801884258265018 leaf_weight=15.150585489347575 8.5496562384068948 545.29648150317371 535.58991229254752 620.67649856582284 109.02389520267025 1767.8515828541713 523.14739026967436 leaf_count=63 44 2325 2345 2686 480 8981 2964 internal_value=1.55265e-05 0.00165884 0.00407776 -0.00249639 -0.00114805 -0.00239366 0.00319497 internal_weight=4125.29 1710.11 1080.89 629.226 2415.17 1876.88 538.298 internal_count=19888 7400 4670 2730 12488 9461 3027 is_linear=0 shrinkage=0.0382273 Tree=208 num_leaves=8 num_cat=0 split_feature=34 17 125 29 40 133 35 split_gain=5.98428 12.6543 9.57082 8.28164 7.19543 11.4132 10.5358 threshold=1.5050000000000001 4.5000000000000009 1.4500000000000002 5.6833333333333345 3.2650000000000001 0.26800000000000007 2.6850000000000005 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0057867960872263653 0.010138274041674618 0.05460034165518194 0.0010905856520070634 0.0024237853675947128 0.044320622926578894 -0.002681990773763064 0.0012101114535613903 leaf_weight=659.86376264726277 214.7026499719359 9.3318848130293208 535.80293852102477 8.4892800275702012 7.6249015140347174 757.36198164708912 1923.8007574356161 leaf_count=3158 911 57 3121 37 38 3546 9001 internal_value=2.60927e-05 -0.00222831 -0.0027049 0.0297463 0.000968302 -0.00221347 0.00210649 internal_weight=4116.98 1213.49 1195.67 17.8212 2903.49 764.987 2138.5 internal_count=19869 6373 6279 94 13496 3584 9912 is_linear=0 shrinkage=0.0382273 Tree=209 num_leaves=6 num_cat=0 split_feature=101 133 123 98 103 split_gain=5.9635 6.22499 5.97333 4.84947 0.0081729 threshold=1.0000000180025095e-35 3.6125000000000003 2.8945000000000003 0.48684210526315791 0.39350000000000007 decision_type=2 2 2 2 2 left_child=3 2 -2 4 -1 right_child=1 -3 -4 -5 -6 leaf_value=-0.038644786849658309 -2.881210723737682e-05 0.029090025905041495 0.029163865666802416 0.0015678913792607746 -0.045974252740145924 leaf_weight=10.195471319486387 4077.5773144960403 10.810737021267412 10.268035888671873 7.444809451699256 0.24104373902082521 leaf_count=1893 17832 51 52 39 2 internal_value=2.50292e-05 0.000121133 4.45188e-05 -0.0220029 -0.0388162 internal_weight=4116.54 4098.66 4087.85 17.8813 10.4365 internal_count=19869 17935 17884 1934 1895 is_linear=0 shrinkage=0.0382273 Tree=210 num_leaves=7 num_cat=0 split_feature=102 146 138 148 89 95 split_gain=5.34562 8.61431 7.56557 6.74144 10.7627 7.90423 threshold=2.0515000000000003 0.019400000000000004 8.5000000000000018 0.24269371034620571 0.95000000000000007 -5.2499999999999973 decision_type=2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=-0.0026135783863822175 -0.0038876752712801894 0.039957469222464903 0.014789503806976129 -0.0033912484997102197 -0.023901864377261346 0.0013213792878047877 leaf_weight=752.7414582031779 71.16831336170435 10.813230879604815 57.137766525149345 654.78578750044107 36.381425520405173 2528.3058465314098 leaf_count=5207 325 48 258 2805 164 11043 internal_value=-0.000174197 0.00719131 0.00442974 -0.000432161 -0.00359506 0.000351956 internal_weight=4111.33 139.119 128.306 3972.21 789.123 3183.09 internal_count=19850 631 583 19219 5371 13848 is_linear=0 shrinkage=0.0382273 Tree=211 num_leaves=7 num_cat=0 split_feature=86 92 86 143 92 111 split_gain=5.33067 7.98969 8.93002 8.62627 7.84049 8.02124 threshold=2.8677595628415307 0.14624999999999996 2.8110119047619051 0.50500000000000012 -0.82791666666666663 6.6500000000000012 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.00052769525639760389 -0.036168195699679072 0.0032348865028399452 0.015092093088678343 0.019332523982289376 0.00030921358488062811 -0.0083917885394308046 leaf_weight=2940.251191158779 10.399530524387954 367.90012431831565 54.477567240595818 56.057677190750837 444.07651099003851 237.70324282348156 leaf_count=14306 50 1881 233 300 2016 1064 internal_value=-0.000167629 0.00045178 -0.000243551 0.00536341 -0.0032269 -0.0027244 internal_weight=4110.87 3418.69 2994.73 423.958 692.179 681.78 internal_count=19850 16720 14539 2181 3130 3080 is_linear=0 shrinkage=0.0382273 Tree=212 num_leaves=6 num_cat=0 split_feature=114 103 30 55 5 split_gain=5.75753 5.26552 5.22579 4.90724 2.9869 threshold=4.1250000000000009 3.3920000000000003 0.096632710809281264 1.5250000000000001 1508.8142850568568 decision_type=2 2 2 2 2 left_child=1 2 -1 4 -2 right_child=3 -3 -4 -5 -6 leaf_value=0.0039398011930938731 -0.056000729281715698 -0.032014911187020059 -0.00035937645721959049 0.0024462733140582092 -0.018283815723561945 leaf_weight=466.70483994693495 5.6175658483989555 7.4581041485071173 3601.8397786903661 8.4055828808341158 6.7621323107741773 leaf_count=2043 37 33 17574 45 52 internal_value=-2.73809e-05 7.49566e-05 0.000133785 -0.0200954 -0.0354002 internal_weight=4096.79 4076 4068.54 20.7853 12.3797 internal_count=19784 19650 19617 134 89 is_linear=0 shrinkage=0.0382273 Tree=213 num_leaves=8 num_cat=0 split_feature=30 143 56 3 13 85 102 split_gain=5.01651 9.2493 8.53808 8.13594 5.50501 10.0429 8.55925 threshold=0.096632710809281264 -0.72949999999999993 1.4450000000000001 1474.5099370133746 1.0000000180025095e-35 -0.2109946236559139 2.6345000000000005 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.01067380224117679 0.018167948009111447 0.0011878486242723058 -0.014762151707424677 0.012474406336691172 -0.00147147274898965 0.0011686755599322263 0.019936580892469389 leaf_weight=27.500727624166757 54.790894565172493 203.77262741420418 64.545868508517742 172.20587730035186 2851.4165674151154 694.78420620702673 27.554768152534962 leaf_count=120 248 900 290 740 13672 3691 123 internal_value=-2.63822e-05 0.00369835 -0.00716264 0.00635733 -0.000506814 0.00241126 -0.00126657 internal_weight=4096.57 468.025 92.0466 375.979 3628.55 749.575 2878.97 internal_count=19784 2050 410 1640 17734 3939 13795 is_linear=0 shrinkage=0.0382273 Tree=214 num_leaves=8 num_cat=0 split_feature=80 147 128 41 145 132 130 split_gain=6.23126 8.52487 10.511 7.85395 11.0545 6.63377 5.60043 threshold=0.043836402184014855 0.4519630965593785 0.45000000000000007 1.7850000000000004 0.15065000000000003 0.61250000000000016 3.4720000000000004 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -3 -5 right_child=1 5 -4 6 -6 -7 -8 leaf_value=0.10191989676661722 0.00021449008394369123 0.012333709811421997 -0.0064700541960447033 -0.0022608845757230139 -0.025735852872368573 0.002218924078786572 -0.046589667813887167 leaf_weight=1.0195157162379462 2268.1624569483101 104.12489451654255 405.15557714132592 233.55081962514669 35.257250007707626 1052.708189452067 4.2399596963077775 leaf_count=15 10039 435 1799 2150 829 4395 138 internal_value=-1.06655e-05 0.000387778 -0.000798589 -0.00557899 -0.0221469 0.00312935 -0.00305139 internal_weight=4104.22 3830.15 2673.32 274.068 36.2768 1156.83 237.791 internal_count=19800 16668 11838 3132 844 4830 2288 is_linear=0 shrinkage=0.0382273 Tree=215 num_leaves=7 num_cat=0 split_feature=16 1 102 143 1 84 split_gain=5.73303 8.20156 7.13357 9.55142 6.96595 6.78591 threshold=3.5000000000000004 1683.7265444909597 2.6345000000000005 -0.068999999999999992 1520.5231339360505 0.080825892857142853 decision_type=2 2 2 2 2 2 left_child=2 4 5 -4 -2 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-5.7909283635473124e-05 -0.0017132630258205911 0.024138248514936213 -0.0065263648527448702 0.038209381362851035 -0.019681089185687058 0.014502291498731962 leaf_weight=3890.1932424949482 64.911057661636733 10.887291477061806 12.087024338543417 16.487489439547062 61.31461217161268 47.344450668431818 leaf_count=18728 377 58 57 72 305 203 internal_value=-1.04082e-05 -0.00769543 0.000255272 0.0192864 -0.0104412 0.000117162 internal_weight=4103.23 137.113 3966.11 28.5745 126.226 3937.54 internal_count=19800 740 19060 129 682 18931 is_linear=0 shrinkage=0.0382273 Tree=216 num_leaves=8 num_cat=0 split_feature=102 80 112 35 48 89 90 split_gain=5.39378 9.92547 11.2618 8.48863 13.7874 8.00674 7.53586 threshold=0.99850000000000005 0.045785126783846462 0.59050000000000014 5.5650000000000004 1.885 0.91000000000000014 -0.04541666666666664 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.018111840416380226 0.0028823053288307104 0.00035009303080542689 -0.0097283886084390293 0.038316474003107573 -0.017351109110727504 -0.0070494407702081634 -0.0040456989982155583 leaf_weight=79.984896930865943 1469.2935971990228 2008.2053135614842 176.23598821461201 7.2573815658688536 62.404405809938908 129.03488448262215 183.0002774837194 leaf_count=947 6388 8764 756 44 331 545 2100 internal_value=-0.000165198 -0.00130769 -0.000463019 0.00151118 -0.0115514 0.0020805 -0.00832383 internal_weight=4115.42 2447.43 2184.44 1667.99 69.6618 1598.33 262.985 internal_count=19875 12567 9520 7308 375 6933 3047 is_linear=0 shrinkage=0.0382273 Tree=217 num_leaves=8 num_cat=0 split_feature=3 86 148 95 94 149 90 split_gain=5.66607 14.9807 9.74826 9.64251 9.03921 15.7987 7.62332 threshold=1479.113620024503 3.3717607973421928 0.19779146634615383 -14.249999999999996 16.050000000000004 0.50351689060415483 -0.53874999999999984 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.017611268172957679 0.0045997004581542498 0.02118163300979756 -0.027233704604638666 -0.00067780198191394014 0.021333668862810778 -0.0044029867523848933 0.0026309606943632356 leaf_weight=50.966154888272285 427.57469526957721 6.9221377028152338 49.772029772400856 1371.9555106040789 32.634085267782211 853.38827180746011 1321.3351975530386 leaf_count=228 1852 36 241 6715 140 4972 5691 internal_value=-0.000159071 -0.00205213 -0.0213222 -0.00128433 0.000903953 -0.00139796 0.00308175 internal_weight=4114.55 1479.62 56.6942 1422.92 2634.93 1280.96 1353.97 internal_count=19875 7220 277 6943 12655 6824 5831 is_linear=0 shrinkage=0.0382273 Tree=218 num_leaves=8 num_cat=0 split_feature=137 133 29 94 133 6 137 split_gain=6.29369 9.90256 8.96867 8.41382 7.44998 12.4772 7.16451 threshold=25.250000000000004 2.1550000000000002 2.0500000000000003 19.050000000000004 2.1835000000000004 1478.4909210099975 5.1500000000000012 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0030019708449379404 0.027693239541140852 -0.038328519450849148 -0.0048934398863170062 0.0137558817974521 -0.0069227232719677248 0.0093999360859896245 0.00093511208641569002 leaf_weight=918.25305023882538 13.047212305245919 21.608881609165113 228.28030672203749 5.7350080907344809 89.639244567486458 289.30886636511423 2554.2567605249351 leaf_count=4144 137 235 1071 27 568 1807 11891 internal_value=5.47995e-05 -0.00560201 -0.00313161 -0.0274045 0.00044941 0.00553885 -0.000105991 internal_weight=4120.13 268.671 241.328 27.3439 3851.46 378.948 3472.51 internal_count=19880 1470 1208 262 18410 2375 16035 is_linear=0 shrinkage=0.0382273 Tree=219 num_leaves=8 num_cat=0 split_feature=148 148 148 145 27 11 98 split_gain=5.2562 11.3257 25.0577 8.91209 8.00118 7.92737 7.76701 threshold=0.28892252608904478 0.26796584848230992 0.27064914705796966 0.53130000000000011 0.66527777777777797 2.1083333333333338 0.31666666666666671 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 5 -1 -2 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=0.00082593106744003621 0.0079921387861516743 -0.018474567122104636 -0.00092180618574873763 -0.027997802819926455 -0.017937095869051702 0.0418824868019931 0.00048848807121929622 leaf_weight=3021.3272004473256 193.52450058981776 152.58097632601857 537.59349445998669 15.368301248177884 33.580621585249901 10.640240095555781 155.58412744104862 leaf_count=14850 796 1040 2306 69 144 45 630 internal_value=5.25883e-05 -0.00037953 -0.00480231 0.00436676 0.000619678 0.00975846 -0.00207245 internal_weight=4120.2 3745.08 690.174 375.117 3054.91 204.165 170.952 internal_count=19880 18340 3346 1540 14994 841 699 is_linear=0 shrinkage=0.0382273 Tree=220 num_leaves=7 num_cat=0 split_feature=101 145 90 86 103 125 split_gain=5.63345 5.90209 7.51463 5.91489 5.85046 3.15713 threshold=1.0000000180025095e-35 0.95395000000000008 -0.3158333333333333 3.3717607973421928 0.16750000000000004 4.5500000000000007 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.03832485848465754 0.00090619373811040658 -0.0300581318502002 -0.0039242283813633967 -0.0062496704448874061 0.014006116177475377 0.098471964633677328 leaf_weight=12.139466081978753 3735.6905502974987 17.948809042572975 154.26679193973541 176.78628177940845 4.8418376445770255 0.25120409310329783 leaf_count=1889 16322 77 667 832 24 14 internal_value=0.000185972 0.000277989 -0.00664806 0.000582853 -0.0216246 -0.0355478 internal_weight=4101.92 4084.69 172.216 3912.48 17.2325 12.3907 internal_count=19825 17898 744 17154 1927 1903 is_linear=0 shrinkage=0.0382273 Tree=221 num_leaves=8 num_cat=0 split_feature=110 127 110 132 147 147 147 split_gain=5.15125 9.46759 18.6559 9.03653 7.3184 9.87453 7.99927 threshold=5.9500000000000011 0.7320000000000001 4.1500000000000012 0.7320000000000001 0.43375685993796237 0.42706915810659196 0.44292175993420807 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.0042757923420117996 -0.0022559085870034515 -0.0062888286693809463 0.035471746523824371 0.0021002488585685959 0.0060761921824433896 -0.014866535879538971 -0.00071664277489868295 leaf_weight=156.39892885508016 751.06053983420134 222.38228103436995 34.125507667660713 1200.9524178273277 313.49948981404305 103.20643131434917 1320.0344767719507 leaf_count=748 3449 1171 144 6854 1303 446 5710 internal_value=0.000178769 0.00186076 0.00986349 0.000789535 -0.000912357 -0.00377944 0.000587005 internal_weight=4101.66 1613.86 190.524 1423.33 2487.8 854.267 1633.53 internal_count=19825 8917 892 8025 10908 3895 7013 is_linear=0 shrinkage=0.0382273 Tree=222 num_leaves=8 num_cat=0 split_feature=112 12 120 96 94 90 146 split_gain=5.97171 10.9428 11.869 7.72014 11.1987 10.0259 7.35837 threshold=0.52250000000000008 0.55000000000000016 0.78900000000000015 4.5000000000000009 20.550000000000004 -0.026249999999999944 0.0036500000000000005 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.0036725256892512293 -0.021412122584440522 -0.013739989636579632 -2.657763727009209e-05 0.001234161691153176 0.013111170635883435 0.001742553379366116 0.0055342040976206312 leaf_weight=756.24328566004988 39.272706560790539 167.3226760327816 1104.2776894047856 363.72326609492302 170.34165102988482 1472.5304966974072 34.999431140720844 leaf_count=3917 174 733 4865 1582 736 7691 159 internal_value=-0.000122831 -0.0022109 -0.000761026 0.00089434 0.00502238 -9.48327e-05 -0.0104058 internal_weight=4108.71 1345.87 1143.55 2762.84 534.065 2228.77 202.322 internal_count=19857 5931 5039 13926 2318 11608 892 is_linear=0 shrinkage=0.0382273 Tree=223 num_leaves=8 num_cat=0 split_feature=35 141 150 86 30 26 110 split_gain=6.7274 5.77979 10.2167 8.13368 4.89572 7.91044 1.21652 threshold=8.1650000000000009 0.33550000000000008 0.46254438264199421 3.4178433889602058 0.19245014245014247 0.57050000000000012 2.2500000000000004 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.001506480468850595 -0.023214326652711507 0.0063889276097078762 -0.0030782638315016322 -0.010062919177238113 0.030236277916379159 -0.039082841635613742 -0.049354081161458049 leaf_weight=2484.0504463810939 4.2261939552845451 190.61018296144903 1321.1642513870029 92.091423789970577 5.1683881431817991 4.4996898323297501 6.7744540497660637 leaf_count=11890 58 787 6504 439 103 32 44 internal_value=-0.00011822 -8.22789e-06 -0.0018846 0.0010929 -0.0218723 -0.00202636 -0.0393133 internal_weight=4108.59 4087.92 1511.77 2576.14 20.6687 9.66808 11.0006 internal_count=19857 19620 7291 12329 237 135 102 is_linear=0 shrinkage=0.0382273 Tree=224 num_leaves=8 num_cat=0 split_feature=102 80 46 35 67 77 121 split_gain=6.40777 8.61359 11.0029 8.23748 11.6199 7.63839 7.21435 threshold=0.99850000000000005 0.045785126783846462 5.495000000000001 5.5650000000000004 1.0000000180025095e-35 2.8166666666666669 0.31650000000000006 decision_type=2 2 2 2 2 2 2 left_child=1 5 -3 6 -5 -1 -2 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.0063862550386905017 0.038239151468635692 -0.00089808333578660277 0.022520794255883533 0.028989641569701709 -0.017403960454664195 -0.035882792047633026 0.0020805244113753099 leaf_weight=249.35428627452347 8.1040414869785291 2148.4761563576758 29.722177597694099 9.0932772755622846 59.560921512544155 13.524837431265039 1590.5828538089991 leaf_count=2688 34 9358 139 57 316 372 6905 internal_value=-0.000119687 -0.00136739 -0.000578521 0.00170702 -0.0112589 -0.00790388 0.00226383 internal_weight=4108.42 2441.08 2178.2 1667.34 68.6542 262.879 1598.69 internal_count=19869 12557 9497 7312 373 3060 6939 is_linear=0 shrinkage=0.0382273 Tree=225 num_leaves=8 num_cat=0 split_feature=138 136 80 120 41 120 136 split_gain=5.14541 10.3034 10.4766 8.96113 8.33188 7.89734 5.55292 threshold=8.5000000000000018 17.150000000000002 0.059933822551323505 2.7070000000000003 1.9450000000000001 1.7070000000000001 3.9500000000000006 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -3 -1 -5 right_child=1 4 -4 6 -6 -7 -8 leaf_value=-0.0020865588324225784 0.0069113786351237176 0.0010812405456708028 8.32930195018895e-05 -0.056980332529642443 -0.014368320895272997 0.0029856401497316519 -0.013711214044862583 leaf_weight=1903.3867867700756 544.22717538545839 105.17653048876673 827.92384141404182 4.9259903538040808 99.047576666343957 586.8868084854912 36.059869060176425 leaf_count=8908 3015 485 3505 38 490 3073 355 internal_value=-0.000115285 0.00159917 0.00279147 -0.00118298 -0.00641173 -0.000891185 -0.0189122 internal_weight=4107.63 1576.38 1372.15 2531.26 204.224 2490.27 40.9859 internal_count=19869 7495 6520 12374 975 11981 393 is_linear=0 shrinkage=0.0382273 Tree=226 num_leaves=7 num_cat=0 split_feature=114 31 134 23 114 6 split_gain=6.03492 6.69931 5.2511 16.1103 7.57737 2.19949 threshold=4.1250000000000009 0.13487604779739612 -0.23099999999999998 1.9285714285714288 0.63350000000000006 1496.3564618798898 decision_type=2 2 2 2 2 2 left_child=2 -2 3 -1 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=-0.010010947323334116 0.0077012798409129913 -0.053934870277076982 0.00365257373785151 0.0041759544120947073 -0.0016621109858607993 -0.020457155674057065 leaf_weight=134.77157548349351 7.0180083601735559 6.6688257164787483 461.35363292810507 885.56053946865723 2608.588630668004 5.0330047402530909 leaf_count=611 45 54 2122 4293 12718 27 internal_value=-0.000172888 -0.021828 -7.3777e-05 0.00230206 -0.000863415 -0.0395374 internal_weight=4108.99 18.7198 4090.27 1020.33 3069.94 11.7018 internal_count=19870 126 19744 4904 14840 81 is_linear=0 shrinkage=0.0382273 Tree=227 num_leaves=8 num_cat=0 split_feature=137 133 29 94 133 125 35 split_gain=5.02498 11.5159 8.17983 8.0316 6.6056 11.8015 8.06615 threshold=25.250000000000004 2.1550000000000002 2.0500000000000003 19.050000000000004 2.1835000000000004 0.77500000000000013 5.3650000000000011 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-1.660167945393121e-06 0.026853311623452648 -0.039435603151041984 -0.0042275495803554058 0.010630148343274476 0.059431356208236044 0.0041586047403857282 -0.010549673703141174 leaf_weight=3354.8011776118074 13.08295972784981 21.639241791795943 228.14984907838516 5.9750877618789664 5.7319435321260235 369.94598443782888 109.3970303395763 leaf_count=15340 134 240 1072 28 29 2341 686 internal_value=-0.00016637 -0.00521871 -0.00254187 -0.0286026 0.000187368 0.00500201 -0.000334761 internal_weight=4108.72 268.847 241.233 27.6143 3839.88 375.678 3464.2 internal_count=19870 1474 1206 268 18396 2370 16026 is_linear=0 shrinkage=0.0382273 Tree=228 num_leaves=7 num_cat=0 split_feature=114 31 102 102 30 53 split_gain=7.67805 9.76001 5.60315 10.0223 7.56587 0.494281 threshold=4.1250000000000009 0.14239631336405525 0.99850000000000005 0.76850000000000007 0.18357985395993262 1.9150000000000003 decision_type=2 2 2 2 2 2 left_child=2 -2 3 -1 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=0.00033374845360500884 0.0054264123426612902 -0.039947560717647657 -0.00020587300883394974 -0.0054324005727647623 0.0051054386298289801 -0.056292607976023409 leaf_weight=1865.4914442122681 9.1627842684974912 5.3791701578302291 1009.7497586756945 576.6610328964889 640.54347835108638 5.4517277926206589 leaf_count=10001 56 51 4371 2522 2857 27 internal_value=1.95083e-05 -0.0236119 0.000134962 -0.0010278 0.00185566 -0.048177 internal_weight=4112.44 19.9937 4092.45 2442.15 1650.29 10.8309 internal_count=19885 134 19751 12523 7228 78 is_linear=0 shrinkage=0.0382273 Tree=229 num_leaves=7 num_cat=0 split_feature=114 135 17 134 8 55 split_gain=7.17803 5.36522 7.89267 5.25621 4.43647 2.25565 threshold=4.1250000000000009 0.83450000000000013 4.5000000000000009 -0.23099999999999998 1.1083333333333336 1.5250000000000001 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.0023466056691827286 0.007169133094708049 0.016492311586278834 -0.02123384075787773 -0.00084334977917465618 -0.046220674214831052 -0.015546204362416624 leaf_weight=1006.2320915235905 5.2528027223888811 55.731310730101541 9.4821283824276161 3021.2168211966055 8.663600593688896 5.8823462761938563 leaf_count=4816 27 307 56 14572 73 34 internal_value=1.86818e-05 0.000129764 0.0110068 -4.63598e-05 -0.022943 -0.0338169 internal_weight=4112.46 4092.66 65.2134 4027.45 19.7987 14.5459 internal_count=19885 19751 363 19388 134 107 is_linear=0 shrinkage=0.0382273 Tree=230 num_leaves=8 num_cat=0 split_feature=79 79 85 145 149 123 149 split_gain=5.2125 23.564 12.7914 10.8292 9.49666 12.1671 11.4413 threshold=2.4996075448737458 2.4204709237934856 -0.15669467787114846 0.52505000000000013 0.50622604215781086 0.82100000000000006 0.50980383840885701 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0073959614054078153 -0.007978372083878478 0.015649058325315837 -0.029309951985038826 -0.0073435692117275733 -0.01538407955850433 0.0061334060503143014 -5.2556165460102979e-05 leaf_weight=161.3110311832279 102.66750476323068 10.750020593404768 66.157132796477526 132.81290847249329 72.935531217139214 684.852583931759 2871.68018426653 leaf_count=667 431 66 425 546 544 2903 14259 internal_value=0.000135327 -0.00418593 -0.0230256 0.000740263 0.000564926 0.00429368 -0.000432307 internal_weight=4103.17 371.031 76.9072 294.124 3732.14 787.52 2944.62 internal_count=19841 1704 491 1213 18137 3334 14803 is_linear=0 shrinkage=0.0382273 Tree=231 num_leaves=8 num_cat=0 split_feature=28 130 19 110 37 112 150 split_gain=5.22612 8.31943 8.46744 5.87081 9.3189 8.58127 0.245955 threshold=0.21111111111111114 1.6460000000000001 1.0000000180025095e-35 5.9500000000000011 0.26686277829786059 0.38200000000000006 0.61378862139921286 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.035498716543376517 0.0013529072446188957 -0.061409228184502451 0.033416516803123436 -0.0077295687837855348 -0.00013783449873159002 0.013723097254984907 -0.046139100161809915 leaf_weight=5.0591249009594339 1515.25290167809 3.8498788177967063 5.3706726816017181 264.44527140259743 2218.5221210233867 86.634334698319435 2.5876094994600862 leaf_count=67 8130 17 118 1175 9723 378 233 internal_value=0.000129963 -0.0211044 -1.19024e-05 0.000217647 -0.000946384 0.00202192 -0.0552752 internal_weight=4101.72 16.8673 10.4298 4084.85 2482.97 1601.89 6.43749 internal_count=19841 435 185 19406 10898 8508 250 is_linear=0 shrinkage=0.0382273 Tree=232 num_leaves=7 num_cat=0 split_feature=37 114 31 93 133 93 split_gain=4.94419 5.63397 7.05875 5.41247 6.36626 5.10182 threshold=0.77301405398761114 4.1250000000000009 0.14239631336405525 23.550000000000004 1.7890000000000004 23.550000000000004 decision_type=2 2 2 2 2 2 left_child=1 5 -3 4 -2 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=-0.00022004406413914031 -0.025688739145665562 0.0046085995429095824 -0.042346958927998932 -0.037206591274455879 0.024798237783974202 0.0037087745476987138 leaf_weight=3500.9092352398438 7.6258851510938275 8.6999385361559707 10.120389979216268 10.801091149449347 6.9992962784599513 560.30166755989194 leaf_count=17126 39 53 76 53 44 2470 internal_value=0.000120564 0.00022529 -0.0206416 -0.016684 -0.00152673 0.000321993 internal_weight=4105.46 4080.03 18.8203 25.4263 14.6252 4061.21 internal_count=19861 19725 129 136 83 19596 is_linear=0 shrinkage=0.0382273 Tree=233 num_leaves=5 num_cat=0 split_feature=96 138 102 27 split_gain=5.05286 5.00961 9.76385 8.32306 threshold=9.5000000000000018 8.5000000000000018 2.0515000000000003 0.66527777777777797 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00066704182586393393 -0.030007786561400473 0.0012530106510320544 0.016721664324127798 -0.023006600769218181 leaf_weight=2488.1947151618078 8.1205043792724592 1522.4100410973188 62.059970572590828 24.611984451301396 leaf_count=12196 38 7242 279 106 internal_value=0.000115867 0.000175573 0.00185889 -0.000885854 internal_weight=4105.4 4097.28 1584.47 2512.81 internal_count=19861 19823 7521 12302 is_linear=0 shrinkage=0.0382273 Tree=234 num_leaves=8 num_cat=0 split_feature=137 137 96 143 53 102 110 split_gain=7.41014 7.98947 11.3821 7.98266 14.061 9.04438 7.43026 threshold=25.250000000000004 20.150000000000002 4.5000000000000009 -0.41349999999999992 2.8950000000000005 1.1745000000000003 5.9500000000000011 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 4 -2 -5 -1 right_child=3 2 -4 5 -6 -7 -8 leaf_value=0.0021318801262541487 -0.021449802489069546 0.0011354243651422674 0.020591193868111028 -0.0065006814456211749 0.033308041540396557 0.013410471311482633 -0.0014000182049062155 leaf_weight=1438.3916640004609 72.608373022405431 124.86184260738082 67.801920413970947 142.94862635806203 7.5665913224220267 43.476266600191593 2204.4105527028441 leaf_count=7773 448 635 302 791 32 194 9662 internal_value=-3.25338e-05 0.000395824 0.0079823 -0.00619513 -0.0162818 -0.00185717 -5.41776e-06 internal_weight=4102.07 3835.47 192.664 266.6 80.175 186.425 3642.8 internal_count=19837 18372 937 1465 480 985 17435 is_linear=0 shrinkage=0.0382273 Tree=235 num_leaves=8 num_cat=0 split_feature=137 78 0 137 4 49 137 split_gain=6.86822 7.54557 11.3185 7.37529 10.7659 7.2785 6.68104 threshold=25.250000000000004 1.3785714285714288 1463.2559656453734 20.150000000000002 1462.8062003532207 3.6150000000000007 17.250000000000004 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 6 -5 -3 -1 right_child=1 5 -4 4 -6 -7 -8 leaf_value=0.00026853494911314746 0.015833286636550814 -0.015629132718564386 -0.0072832154868593887 0.021618178547528663 0.0018218979497254494 0.019484452051489319 -0.0097956324786294974 leaf_weight=3543.6355951654259 45.097168201114982 112.99709714401979 98.679476637160406 56.946995491161942 136.05992599041201 9.3391687348484975 99.085337262134999 leaf_count=16964 220 722 483 283 654 40 471 internal_value=-3.13929e-05 -0.00597016 -3.24341e-05 0.000380624 0.00766286 -0.0129485 -5.22082e-06 internal_weight=4101.84 266.113 143.777 3835.73 193.007 122.336 3642.72 internal_count=19837 1465 703 18372 937 762 17435 is_linear=0 shrinkage=0.0382273 Tree=236 num_leaves=8 num_cat=0 split_feature=120 130 26 48 26 112 12 split_gain=5.46776 8.38325 10.9077 6.80066 6.27278 5.29716 4.45042 threshold=2.7320000000000007 2.7640000000000007 0.43050000000000005 1.5650000000000002 0.61316666666666675 0.38200000000000006 0.22500000000000003 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 6 -1 -5 -2 right_child=3 2 -4 5 -6 -7 -8 leaf_value=-0.00046679591002530781 -0.0083372729567558184 0.05383829958165201 0.0068281223160780941 -0.016810269202794055 0.0078156075920270962 0.0047332282372811729 -0.054048308864588612 leaf_weight=3755.8321120693581 5.2624654697719944 7.6381576729472718 129.34508933313191 30.567406699876301 138.55606990773231 36.705914210528135 7.6185416906373575 leaf_count=17821 126 34 748 224 608 178 149 internal_value=-4.17493e-05 0.00015482 0.00944958 -0.00992815 -0.00017212 -0.00505568 -0.0353743 internal_weight=4111.53 4031.37 136.983 80.1543 3894.39 67.2733 12.881 internal_count=19888 19211 782 677 18429 402 275 is_linear=0 shrinkage=0.0382273 Tree=237 num_leaves=7 num_cat=0 split_feature=40 122 44 1 91 38 split_gain=5.18735 8.0326 7.73506 6.16811 10.8273 8.24788 threshold=3.6650000000000005 0.45250000000000007 6.1950000000000012 1568.1657601994948 0.21291666666666667 0.18653799580005859 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.00014207597350526303 0.031208738859242482 0.00098623799226741347 -0.0089038135818419913 -0.016494335765435356 -0.01056492231161494 0.0040211796140355704 leaf_weight=2639.5782773684477 9.3947778751607967 208.66128084459342 259.00321239512414 29.673405346111394 145.63121341448277 819.34972503664903 leaf_count=12893 44 1128 1127 169 702 3825 internal_value=-4.02257e-05 -0.00378803 -0.0044911 0.000451742 -0.000417766 0.00330415 internal_weight=4111.29 477.059 467.664 3634.23 2785.21 849.023 internal_count=19888 2299 2255 17589 13595 3994 is_linear=0 shrinkage=0.0382273 Tree=238 num_leaves=7 num_cat=0 split_feature=16 1 133 102 143 147 split_gain=5.48849 8.42194 10.2583 5.9229 8.12471 5.63387 threshold=3.5000000000000004 1683.7265444909597 2.0500000000000003 2.6345000000000005 -0.068999999999999992 0.45340220333168152 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.00086256411735625938 -0.014515397361685318 0.024309748314821192 0.017903950254685275 -0.0049275373615112967 0.035815696124588098 0.0022724461372557519 leaf_weight=2725.3461164195323 110.45395991939586 11.159356884425504 16.377605236484669 13.009485833346845 15.885133080184458 1209.4021953492193 leaf_count=12477 543 59 144 61 69 6488 internal_value=-3.32553e-05 -0.00752775 -0.0103291 0.00022766 0.0174717 0.000101027 internal_weight=4101.63 137.991 126.832 3963.64 28.8946 3934.75 internal_count=19841 746 687 19095 130 18965 is_linear=0 shrinkage=0.0382273 Tree=239 num_leaves=8 num_cat=0 split_feature=110 40 30 110 127 105 101 split_gain=4.94877 10.5453 10.8627 9.19766 12.5515 10.8055 6.88424 threshold=5.9500000000000011 4.0050000000000008 0.21458087367178272 5.1500000000000012 0.76400000000000012 1.5605000000000002 1.7100000000000002 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.00012137824165389817 -0.0017041754580820159 -0.0068133220837403577 -0.037915310945093407 0.045130072885177758 0.0070997379421617558 0.019240733788535101 0.002951433481085512 leaf_weight=1427.3862930050818 1649.4708316214383 168.43869891017675 18.18077889829874 14.013054609298704 133.45721310377121 44.543545931577682 645.88379894196987 leaf_count=8104 7266 750 85 59 583 186 2808 internal_value=-3.20435e-05 -0.00110464 -0.00984342 0.00161187 0.0107136 0.000699974 -0.000394146 internal_weight=4101.37 2481.97 186.619 1619.4 147.47 1471.93 2295.35 internal_count=19841 10909 835 8932 642 8290 10074 is_linear=0 shrinkage=0.0382273 Tree=240 num_leaves=8 num_cat=0 split_feature=130 136 37 26 8 79 86 split_gain=4.87005 6.01729 6.69714 5.12945 7.85985 5.96129 3.234 threshold=3.6835000000000004 6.9500000000000011 0.52745828592994881 0.61316666666666675 1.2071428571428573 2.4996075448737458 2.8596059113300498 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=-0.0047983078054005292 0.032658647328871103 -0.055798099534200347 -0.02817333521071911 0.020099882697998377 0.0016131115027084981 0.00042268821237807596 -0.014415618170352019 leaf_weight=351.05787719087675 5.3816035431809741 6.2238095580833015 5.1992738370317966 46.745326198637486 119.57760197017342 3564.1386356989387 4.9585655257105827 leaf_count=1623 48 123 34 198 544 17270 25 internal_value=0.000137694 -0.0178974 0.00276685 0.000233862 0.00680889 -4.54553e-05 -0.0374494 internal_weight=4103.28 21.7633 10.5809 4081.52 166.323 3915.2 11.1824 internal_count=19865 230 82 19635 742 18893 148 is_linear=0 shrinkage=0.0382273 Tree=241 num_leaves=5 num_cat=0 split_feature=27 35 27 143 split_gain=5.22655 4.89274 5.03884 3.80594 threshold=0.31111111111111117 7.8550000000000013 0.37050000000000005 0.32850000000000007 decision_type=2 2 2 2 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=-0.022647912056670712 0.011331886715555311 -0.022744575731660829 0.0001540905974885562 0.018625332403109238 leaf_weight=14.664714727667159 59.813848105026409 21.570757598383356 4003.4512692482676 3.8256870448822147 leaf_count=67 266 232 19243 57 internal_value=0.000132381 0.000214089 0.000318636 -0.0165124 internal_weight=4103.33 4088.66 4063.27 25.3964 internal_count=19865 19798 19509 289 is_linear=0 shrinkage=0.0382273 Tree=242 num_leaves=5 num_cat=0 split_feature=96 133 27 110 split_gain=6.40142 6.692 6.20859 5.376 threshold=9.5000000000000018 3.8450000000000006 0.31111111111111117 1.4500000000000002 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.026083052159658737 -0.034170198992652966 -0.015598122843900849 -1.9437158960794866e-06 0.050610821921616776 leaf_weight=13.381335169891825 8.0338310077786428 2.4544178063515556 4064.604107244988 6.6393385976552963 leaf_count=61 38 109 19570 30 internal_value=-8.14918e-05 -1.44808e-05 -8.75283e-05 0.032741 internal_weight=4095.11 4087.08 4077.99 9.09376 internal_count=19808 19770 19631 139 is_linear=0 shrinkage=0.0382273 Tree=243 num_leaves=5 num_cat=0 split_feature=27 133 106 7 split_gain=5.76629 5.3994 7.05323 5.16016 threshold=0.31111111111111117 3.8450000000000006 0.68150000000000011 -72.594574643057044 decision_type=2 2 2 2 left_child=-1 3 -3 -2 right_child=1 2 -4 -5 leaf_value=-0.02517449366778899 -0.021916596368446686 -0.0038476138235268987 0.062421730984064366 2.1550216191483862e-05 leaf_weight=13.335197677370159 15.728128509595988 4.7406810588436183 4.6475531160831451 4056.5797294870717 leaf_count=61 78 120 20 19529 internal_value=-7.8417e-05 3.5766e-06 0.0289599 -6.31822e-05 internal_weight=4095.03 4081.7 9.38823 4072.31 internal_count=19808 19747 140 19607 is_linear=0 shrinkage=0.0382273 Tree=244 num_leaves=8 num_cat=0 split_feature=38 137 92 137 85 102 31 split_gain=4.70399 8.74996 17.0314 10.0792 8.73211 14.8285 7.40267 threshold=0.25212802379566995 5.8500000000000005 0.17958333333333334 11.750000000000002 0.22718614718614713 1.5885000000000002 0.096894559460760712 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.0078821269629279142 -0.0052179177172040443 0.0042886517949806318 0.011574267508707834 -0.0011375588730344402 -0.024285404556134899 0.014556862081497608 -0.0022068656823449355 leaf_weight=117.33058351418003 626.92627788800746 1195.9420089444611 102.7261956842849 859.93737663107459 57.364429638721049 19.159458987414837 1128.0468512837542 leaf_count=539 2794 5529 468 3951 263 86 6238 internal_value=-0.000148601 0.000742581 -0.00285378 0.00201897 -0.00202651 -0.0145603 -0.00125635 internal_weight=4107.43 2785.53 729.652 2055.88 1321.9 76.5239 1245.38 internal_count=19868 12742 3262 9480 7126 349 6777 is_linear=0 shrinkage=0.0382273 Tree=245 num_leaves=8 num_cat=0 split_feature=148 79 85 79 31 108 123 split_gain=5.79541 9.39137 15.0416 13.2879 8.83434 9.80208 9.67717 threshold=0.24269371034620571 2.6464528916198518 0.24397849462365598 2.555407209612818 0.21778185883104437 4.5000000000000009 0.93550000000000011 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0055623606522575827 -5.8060388403312649e-05 0.0030059845291890317 -0.015809219298843984 -0.0098481596514805557 0.0046095107927016411 -0.033095724615687057 -0.0076587388373314559 leaf_weight=96.623400662094355 1146.1061893138103 1804.7779536712915 64.30199480149895 246.09549325704575 241.3942314076703 10.513751067221163 497.21312288986519 leaf_count=491 5187 7738 279 1024 2130 56 2963 internal_value=-0.000143025 0.000588243 0.00235868 -0.00178863 -0.00296288 0.00303577 -0.00550752 internal_weight=4107.03 3261.28 1869.08 1392.2 845.745 251.908 593.837 internal_count=19868 14228 8017 6211 5640 2186 3454 is_linear=0 shrinkage=0.0382273 Tree=246 num_leaves=5 num_cat=0 split_feature=103 135 17 1 split_gain=5.0587 4.63134 10.5507 5.34939 threshold=3.3920000000000003 0.83450000000000013 4.5000000000000009 1632.5071654915239 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.00066209124845617638 -0.031617740102740398 0.016314515631123773 -0.027854306884948329 0.0037058538793885241 leaf_weight=3568.4735195602989 7.4061993211507788 56.15263940312434 9.197075827745719 462.87546273879707 leaf_count=17269 33 311 54 2198 internal_value=-5.39869e-05 3.07918e-06 0.0100982 -0.000160568 internal_weight=4104.1 4096.7 65.3497 4031.35 internal_count=19865 19832 365 19467 is_linear=0 shrinkage=0.0382273 Tree=247 num_leaves=8 num_cat=0 split_feature=148 79 79 146 15 47 139 split_gain=4.7582 12.3728 11.6301 8.12283 8.62995 7.84603 3.28395 threshold=0.28892252608904478 2.5062937217256986 2.4204709237934856 0.0035500000000000006 0.77500000000000013 2.7950000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -3 -5 right_child=3 5 -4 6 -6 -7 -8 leaf_value=0.0016248559136440874 -0.0033699825662307581 4.6144254651541381e-05 -0.021616877160246652 0.037827271000492914 0.0086654722133815264 -0.035065893445225552 0.0087425423923220558 leaf_weight=53.463121580891311 175.31124087236822 3593.1261882564286 76.454909809865057 13.788384281098843 172.95274163223803 9.32368056476116 9.6390689760446548 leaf_count=224 720 17576 497 58 712 38 40 internal_value=-5.19535e-05 -0.000462713 -0.0120526 0.00407271 0.002607 -4.47356e-05 0.025861 internal_weight=4104.06 3732.37 129.918 371.691 348.264 3602.45 23.4275 internal_count=19865 18335 721 1530 1432 17614 98 is_linear=0 shrinkage=0.0382273 Tree=248 num_leaves=7 num_cat=0 split_feature=84 111 123 130 26 34 split_gain=5.59845 9.40153 9.48291 6.1512 5.71491 5.52606 threshold=0.080825892857142853 10.65 1.1940000000000002 3.7640000000000007 0.61316666666666675 1.5750000000000004 decision_type=2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=-0.00038719814044278154 0.0294754338920361 -0.022135677375655541 -0.011298828108481207 -0.044690091621930612 0.0072221562650038743 0.00092709309851189247 leaf_weight=3866.3319451514399 33.944744720123708 9.6398426145315153 11.047733962535856 8.5971063682809454 149.81995076313615 7.0732483814936122 leaf_count=18695 146 42 48 128 668 63 internal_value=-3.18995e-05 0.0121232 0.0194635 -0.000196606 -0.000103335 -0.0241001 internal_weight=4086.45 54.6323 44.9925 4031.82 4016.15 15.6704 internal_count=19790 236 194 19554 19363 191 is_linear=0 shrinkage=0.0382273 Tree=249 num_leaves=8 num_cat=0 split_feature=84 104 130 143 4 130 136 split_gain=5.17951 10.876 5.74484 5.8872 5.45991 5.30944 4.56891 threshold=0.080825892857142853 1.0195000000000001 3.7640000000000007 0.78800000000000014 1524.6266327345681 2.7640000000000007 4.0500000000000007 decision_type=2 2 2 2 2 2 2 left_child=2 6 5 -4 -3 -1 -2 right_child=1 4 3 -5 -6 -7 -8 leaf_value=-0.0003719027040314009 0.048165793598071764 0.009673564705947232 -0.035979072993129975 0.020609692548641135 -0.031586095347001956 0.0069901421041869685 0.016298497853568135 leaf_weight=3867.3742685696343 8.6748769832774979 8.964862100780012 12.077683035633525 3.4547148488927624 9.820713207125662 148.65428306837566 27.154787773266435 leaf_count=18417 38 40 159 32 42 946 116 internal_value=-3.07281e-05 0.0116626 -0.000189138 -0.0233923 -0.0118964 -9.9394e-05 0.0240146 internal_weight=4086.18 54.6152 4031.56 15.5324 18.7856 4016.03 35.8297 internal_count=19790 236 19554 191 82 19363 154 is_linear=0 shrinkage=0.0382273 Tree=250 num_leaves=8 num_cat=0 split_feature=148 89 145 142 148 85 121 split_gain=5.57572 10.1465 9.52832 8.98458 8.53455 13.339 12.225 threshold=0.24269371034620571 0.91000000000000014 0.31375000000000003 -0.32849999999999996 0.25687991651672271 -0.070757575757575741 0.81650000000000011 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.0043558391515513837 -0.0070185999646982808 -0.040983559910298756 -0.0055447533671124961 -0.0044625579149698532 0.0055439731512999819 -0.0020818534554029335 0.0051095976053574521 leaf_weight=243.20778264536057 139.73936392087489 18.999037025496364 26.621146529912949 552.11790178704541 412.9893552493304 1779.4254758711904 927.9765750952065 leaf_count=1861 599 91 119 3560 1824 7821 3981 internal_value=3.69392e-06 -0.00277159 -0.0203039 -0.00176592 0.000719576 -0.000645361 0.00352229 internal_weight=4101.08 840.946 45.6202 795.326 3260.13 2192.41 1067.72 internal_count=19856 5631 210 5421 14225 9645 4580 is_linear=0 shrinkage=0.0382273 Tree=251 num_leaves=8 num_cat=0 split_feature=136 51 34 30 133 110 132 split_gain=4.65763 9.93157 12.5882 7.03968 5.38326 8.13311 6.16742 threshold=17.150000000000002 1.2350000000000001 1.635 0.2466642946095001 2.1835000000000004 1.5500000000000003 0.68350000000000011 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0051087671649778909 -0.0094343971110691354 -0.018981565806332052 0.0068292435876920708 0.0070776407510010943 -0.0059375684767112779 0.0081925899925780945 -0.00052821847392163187 leaf_weight=314.61886196688283 296.76322278776206 32.326591457938775 189.33587629534304 43.226514432230033 76.511764984112233 268.13445325195789 2879.8428377363598 leaf_count=1403 1513 144 812 409 972 1220 13383 internal_value=3.44265e-06 -0.00323053 0.00306504 -0.00733504 0.000516671 0.00505568 2.69624e-05 internal_weight=4100.76 561.652 221.662 339.99 3539.11 344.646 3194.46 internal_count=19856 2878 956 1922 16978 2192 14786 is_linear=0 shrinkage=0.0382273 Tree=252 num_leaves=7 num_cat=0 split_feature=145 90 27 27 137 53 split_gain=4.66767 5.80865 5.41314 12.4893 5.87551 5.05744 threshold=0.95395000000000008 -0.50791666666666646 0.63211111111111118 0.66527777777777797 5.8500000000000005 2.1950000000000007 decision_type=2 2 2 2 2 2 left_child=2 -2 4 -4 -1 -3 right_child=1 5 3 -5 -6 -7 leaf_value=-0.0026548479401163963 -0.041215147851692661 0.0031666971569333747 0.018118630479517814 -0.0096724922590992971 0.00078535011806496653 -0.010318890286241101 leaf_weight=975.2819029049715 6.6728721456602207 68.349709933856502 69.625875730067492 35.770471440628171 2832.4191303572152 100.23353130742908 leaf_count=4531 36 383 298 155 13971 427 internal_value=-0.000132608 -0.00623601 0.000140746 0.0086866 -9.58019e-05 -0.00485135 internal_weight=4088.35 175.256 3913.1 105.396 3807.7 168.583 internal_count=19801 846 18955 453 18502 810 is_linear=0 shrinkage=0.0382273 Tree=253 num_leaves=8 num_cat=0 split_feature=31 146 104 101 31 26 111 split_gain=5.18686 7.93997 8.75398 7.21895 5.81435 5.36491 3.44321 threshold=0.087956043956043964 0.0093500000000000024 0.93350000000000011 1.0000000180025095e-35 0.22778543677152521 0.57414285714285718 12.750000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=0.0030900602951993163 -0.03726221617276379 -0.04604254625614957 0.020870163692469582 -0.0010232919362786468 0.0033549145202454245 -0.00042410424706983629 0.037666029919255432 leaf_weight=248.13400815054774 10.45775163825601 7.2804733677767199 48.349828980863094 3252.113998580724 513.20507556945086 7.8065002374351025 0.97984786331653673 leaf_count=1115 1856 35 211 14211 2332 37 4 internal_value=-0.00012758 0.00461302 0.00598962 -0.000518665 -0.000426551 -0.0224388 -0.0308419 internal_weight=4088.33 311.571 296.484 3776.76 3765.32 15.087 11.4376 internal_count=19801 1398 1326 18403 16543 72 1860 is_linear=0 shrinkage=0.0382273 Tree=254 num_leaves=8 num_cat=0 split_feature=107 35 148 8 28 31 6 split_gain=5.27863 9.25602 8.51445 8.07877 8.38007 8.18044 7.03365 threshold=0.8590000000000001 4.4150000000000009 0.26048169505872398 2.2761904761904765 2.5857142857142863 0.090567327409432671 1523.0523615813763 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=0.00063219219042169887 0.0095939517455349444 -0.0097689340007213084 0.0056284060475527697 0.048763907833872064 0.0049166413855673448 -0.0052656675494918218 0.0059039189954207694 leaf_weight=2593.7877513068961 59.064492091536522 208.63739434350282 70.120410926640034 6.9556148499250403 75.542745150625706 649.11852871626616 431.3520029373467 leaf_count=12413 261 1622 321 34 341 2856 1993 internal_value=9.82248e-05 0.000769679 -0.00589579 -0.00270748 0.00861376 -0.00402633 0.00138388 internal_weight=4094.58 3303.9 278.758 790.681 82.4984 708.183 3025.14 internal_count=19841 16349 1943 3492 375 3117 14406 is_linear=0 shrinkage=0.0382273 Tree=255 num_leaves=8 num_cat=0 split_feature=107 39 137 36 79 8 129 split_gain=4.88499 11.6074 11.926 8.32376 8.49425 7.27511 7.02988 threshold=0.8590000000000001 0.13160716900351324 5.9500000000000011 4.9150000000000009 2.4996075448737458 1.4083333333333334 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=3 5 -3 4 -1 -2 -5 right_child=1 2 -4 6 -6 -7 -8 leaf_value=-0.0051110700144402473 0.039617076121980392 -0.011396180530123501 -0.00064939363601800287 0.0035098545065398576 0.0021830141590998028 0.0046634332054134343 -0.0068838677858637501 leaf_weight=256.5385661656037 14.386702716350554 208.63742936402559 545.25890212506056 132.21087195375003 2576.4330707000336 22.019754849374294 338.7214209275553 leaf_count=1195 63 913 2417 804 12601 99 1749 internal_value=9.43851e-05 -0.00260545 -0.00362352 0.000740193 0.0015225 0.0184764 -0.0039659 internal_weight=4094.21 790.303 753.896 3303.9 2832.97 36.4065 470.932 internal_count=19841 3492 3330 16349 13796 162 2553 is_linear=0 shrinkage=0.0382273 Tree=256 num_leaves=8 num_cat=0 split_feature=105 79 0 31 120 31 102 split_gain=4.33364 6.56362 7.82144 6.14493 5.41303 7.17502 5.94112 threshold=1.6235000000000002 2.8926493192797547 1536.6147409634116 0.15919147224456962 2.7070000000000003 0.13487604779739612 2.4740000000000006 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=4.8354007448752523e-05 0.0091239029432721511 -0.013090907102694766 -0.025890326365779467 0.024680800775570954 0.01154791826017665 -0.016221363732996374 0.015799920856352359 leaf_weight=3895.7530366424471 28.531729996204376 7.5198167115449897 13.846787080168722 38.603871315717697 17.539712384925224 60.481372783659026 35.308550544083118 leaf_count=18650 121 34 59 163 180 484 156 internal_value=0.000176656 0.00854385 -0.00231683 0.0185226 -8.05418e-06 -0.00997859 0.000189836 internal_weight=4097.58 88.5022 42.3785 46.1237 4009.08 78.0211 3931.06 internal_count=19847 377 180 197 19470 664 18806 is_linear=0 shrinkage=0.0382273 Tree=257 num_leaves=8 num_cat=0 split_feature=136 104 9 4 3 102 29 split_gain=4.22204 11.3673 10.9328 10.259 5.72736 6.962 5.04417 threshold=16.150000000000002 0.51250000000000007 1.3095238095238098 1629.5186661307623 1342.5142181983149 0.84050000000000014 2.5857142857142863 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.015781201000170886 -0.00041670600655739409 -0.0013586284795581867 -0.017449095514327651 0.022569425333713016 0.005979099387021564 0.0040608974668059333 0.00052241134550143635 leaf_weight=65.685874765971676 323.34306794335134 128.60549747943878 118.62831868976355 31.102898209122941 268.90348895697389 42.598792493343353 3118.6765499027679 leaf_count=336 1823 563 521 167 2008 200 14229 internal_value=0.000169851 -0.00278794 -0.00907921 0.00160037 0.000678921 -0.00797541 0.00095556 internal_weight=4097.54 601.68 247.234 354.446 3495.86 108.285 3387.58 internal_count=19847 3074 1084 1990 16773 536 16237 is_linear=0 shrinkage=0.0382273 Tree=258 num_leaves=6 num_cat=0 split_feature=101 10 111 148 22 split_gain=4.92316 5.23341 5.18987 5.0656 2.36644 threshold=1.0000000180025095e-35 0.099999999999999964 11.850000000000003 0.28892252608904478 0.41428571428571431 decision_type=2 2 2 2 2 left_child=2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.038369939747704029 -0.027824288073976279 -0.00030200070346703795 0.022787325856885282 0.0044185578249885801 0.0059628442598610217 leaf_weight=11.200101330294276 9.8163406699895841 3710.4482070617378 3.2048740833997718 364.85787461698055 2.0872809668071559 leaf_count=1731 42 16412 14 1485 188 internal_value=-3.06785e-05 5.34729e-05 -0.0208743 0.000120626 -0.0314058 internal_weight=4101.61 4085.12 16.4923 4075.31 13.2874 internal_count=19872 17939 1933 17897 1919 is_linear=0 shrinkage=0.0382273 Tree=259 num_leaves=7 num_cat=0 split_feature=127 119 4 91 101 128 split_gain=4.99335 13.5348 8.33011 6.59161 12.1787 6.28447 threshold=0.7320000000000001 0.22500000000000003 1443.5923320157974 0.23291666666666669 1.6350000000000002 0.45000000000000007 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 5 -5 -2 right_child=3 2 -4 4 -6 -7 leaf_value=0.047799543606971778 0.00056925041511505256 -0.020413915977079925 0.0042186415342585926 -0.015495278446312905 0.0042940444598326168 -0.0040285020124622064 leaf_weight=10.057026505470274 3001.577581622405 21.205663608387113 371.90215306519531 111.62058019940741 76.653380259871483 507.95257765054703 leaf_count=42 14720 88 1679 594 336 2413 internal_value=-2.95825e-05 0.00401019 0.00288985 -0.000470031 -0.00743831 -9.62067e-05 internal_weight=4100.97 403.165 393.108 3697.8 188.274 3509.53 internal_count=19872 1809 1767 18063 930 17133 is_linear=0 shrinkage=0.0382273 Tree=260 num_leaves=8 num_cat=0 split_feature=3 94 112 135 110 150 7 split_gain=4.64083 9.94514 10.6755 8.01909 15.4489 7.75258 7.63571 threshold=1479.113620024503 17.550000000000004 0.52250000000000008 0.71950000000000014 9.2500000000000018 0.54301613104914359 -3.4972741773574394 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=-4.2697697798091215e-05 0.0032411685751578792 0.0074353355871918606 -0.00013330657619375547 0.035760728737156744 -0.0095827034772797207 -0.0058331234839655126 -0.0027544689207551292 leaf_weight=872.87232675822452 430.68402117711958 550.50191494822502 538.94539145380259 23.17544855014421 20.86610110104084 551.28997596318368 1111.4326460347511 leaf_count=3916 2240 2357 2335 149 92 3037 5734 internal_value=-6.54542e-05 0.000895223 0.00369116 -0.00178734 0.0142779 -0.00228416 -0.00108 internal_weight=4099.77 2631.56 1089.45 1468.2 44.0415 1424.16 1542.12 internal_count=19860 12666 4692 7194 241 6953 7974 is_linear=0 shrinkage=0.0382273 Tree=261 num_leaves=6 num_cat=0 split_feature=7 148 148 50 98 split_gain=4.42437 4.0186 10.0544 6.76973 3.90815 threshold=-72.594574643057044 0.30672192291753003 0.26796584848230992 1.2450000000000003 0.73205128205128212 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=0.0013556256222396115 0.00064372103930174869 0.0051816492472073813 -0.0043313379737329929 -0.026790448171417694 -0.036707022748182071 leaf_weight=6.9908437945414361 3030.2171331436839 304.65138292498887 738.2339392658323 9.9948147386312467 9.0383362323045713 leaf_count=38 14914 1252 3573 41 42 internal_value=-6.30421e-05 1.56481e-05 -0.000330886 0.00416601 -0.0201071 internal_weight=4099.13 4083.1 3768.45 314.646 16.0292 internal_count=19860 19780 18487 1293 80 is_linear=0 shrinkage=0.0382273 Tree=262 num_leaves=8 num_cat=0 split_feature=29 123 55 55 1 31 112 split_gain=5.1929 9.98497 12.7079 8.29975 8.27546 7.51045 2.89671 threshold=4.5857142857142863 2.1290000000000004 1.3050000000000004 2.1450000000000005 1609.9848850434557 0.18933143669985777 0.31850000000000006 decision_type=2 2 2 2 2 2 2 left_child=1 4 -3 5 -1 -2 -5 right_child=3 2 -4 6 -6 -7 -8 leaf_value=-0.0021695163995595484 0.0037043773360033385 -0.0089463975160007404 0.020903429244296792 -0.008946687295565324 0.0063772532540097154 -0.002107578624646811 -0.040707873495368141 leaf_weight=2225.8741262911353 1121.743157061399 30.993608785211109 63.628326068865135 8.3024014383554476 178.85416703589726 457.39945948158856 8.4847146570682508 leaf_count=10771 4992 630 357 35 934 2088 36 internal_value=3.31997e-05 -0.00105455 0.0111261 0.0017367 -0.00153384 0.00202094 -0.0250005 internal_weight=4095.28 2499.35 94.6219 1595.93 2404.73 1579.14 16.7871 internal_count=19843 12692 987 7151 11705 7080 71 is_linear=0 shrinkage=0.0382273 Tree=263 num_leaves=8 num_cat=0 split_feature=27 125 47 142 121 47 38 split_gain=5.00546 13.9023 11.4802 10.8696 8.63038 9.19943 6.83547 threshold=0.50211111111111129 0.90000000000000013 2.5650000000000004 -0.22499999999999998 1.3165000000000002 1.9350000000000003 0.33000306184935707 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0077071390814348415 0.0044713634986486492 0.0037687040657042935 0.021691536755606408 -0.0021126333990529873 -0.0028557057216912511 0.011450610675885433 -0.019420439586655475 leaf_weight=506.43653084035031 936.81993082817644 814.34458206605632 20.183908313512802 1052.9742435337976 673.91841845447198 72.775356555357575 17.831786558032036 leaf_count=2427 4036 4367 84 5571 2980 305 73 internal_value=3.18644e-05 -0.0010948 -0.00658035 0.00045224 0.00161717 -0.00146136 0.00402508 internal_weight=4095.28 2393.94 526.62 1867.32 1701.35 746.694 954.652 internal_count=19843 12449 2511 9938 7394 3285 4109 is_linear=0 shrinkage=0.0382273 Tree=264 num_leaves=8 num_cat=0 split_feature=95 26 86 137 137 80 142 split_gain=5.19898 12.8197 11.107 9.05446 6.13553 9.31542 7.37194 threshold=-11.249999999999996 0.52612500000000006 2.3786764705882359 6.9500000000000011 6.9500000000000011 0.046585792411838654 1.1645000000000001 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.00011602381438765095 -0.0025446926565834485 0.027715792091919628 -0.014582377764381121 -0.016408120256882885 -0.0045646792089769767 0.002588224184684493 0.0051279607256463858 leaf_weight=88.471231706440449 1307.472284231917 28.048017174005508 13.408583328127859 114.18684516102076 306.23716043948662 2028.106774895452 212.77337872632779 leaf_count=390 6137 119 57 504 2817 8835 1006 internal_value=7.64351e-05 -0.00533361 0.014035 -0.00929576 0.000419059 0.00164985 -0.00147083 internal_weight=4098.7 244.115 41.4566 202.658 3854.59 2334.34 1520.25 internal_count=19865 1070 176 894 18795 11652 7143 is_linear=0 shrinkage=0.0382273 Tree=265 num_leaves=8 num_cat=0 split_feature=135 150 56 41 123 134 103 split_gain=4.99866 8.2887 12.6211 10.4475 8.00698 9.38165 7.55066 threshold=-0.070999999999999994 0.48917163917163925 1.675 2.1750000000000003 2.0800000000000005 0.58900000000000008 1.5005000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0016255396760725608 -0.00019218702864664175 0.0025511906687632306 -0.013953877788509915 -0.0059033715200461018 0.0090813047117036076 0.064009523098256388 0.005971717429694651 leaf_weight=425.43845999753103 1921.7388809464173 850.23837630834896 169.77282547252253 285.24303725059144 98.858831335557625 4.7624288564547888 342.11606296151876 leaf_count=1879 9171 3917 793 1761 799 61 1484 internal_value=7.34455e-05 -0.00148804 -0.00514197 0.000427328 0.00121494 0.0116061 0.00073931 internal_weight=4098.17 1730.69 595.211 1135.48 2367.48 103.621 2263.85 internal_count=19865 8350 2672 5678 11515 860 10655 is_linear=0 shrinkage=0.0382273 Tree=266 num_leaves=8 num_cat=0 split_feature=134 11 26 77 114 7 108 split_gain=5.58902 9.12815 10.9641 9.71945 7.71299 10.8171 10.7339 threshold=-0.23099999999999998 0.81666666666666676 0.61816666666666686 0.44761904761904764 0.63350000000000006 12.197846872448737 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.035689801550839596 0.00093398415309693065 0.0036136641878646309 0.026551052293831482 -0.0021365070256556891 -0.0049471252698048687 0.015549751713418046 0.00024873849652989064 leaf_weight=13.376687053591011 368.34457141114399 760.67219410720281 31.722794495522976 221.6868950445205 874.31249119970016 92.59888017270714 1732.0149960443377 leaf_count=62 1706 3752 143 1006 5172 419 7609 internal_value=0.000129299 0.00256948 0.00453196 -0.00404598 -0.000688101 0.00387016 -0.00149425 internal_weight=4094.73 1027.46 792.395 235.064 3067.27 460.943 2606.33 internal_count=19869 4963 3895 1068 14906 2125 12781 is_linear=0 shrinkage=0.0382273 Tree=267 num_leaves=7 num_cat=0 split_feature=148 110 104 148 142 56 split_gain=4.96869 8.22961 9.88416 7.47807 6.54362 6.29388 threshold=0.24269371034620571 20.450000000000003 0.45750000000000007 0.26796584848230992 3.1000000000000005 2.3950000000000005 decision_type=2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.0020436450618428236 0.0028688860820974826 0.013727733774690176 -0.0067700462275503753 -0.0012458984408262529 0.040177336236582345 -0.018065417660639495 leaf_weight=797.26838793512434 1917.1091468827799 38.425583340227604 326.27745920047164 972.98628546716645 5.2177864860277614 37.515287987189367 leaf_count=4712 8118 164 1430 4506 44 895 internal_value=0.000124279 0.00080076 -0.00461036 0.00148359 -0.00249692 -0.00276368 internal_weight=4094.8 3254.8 364.703 2890.1 840.001 834.784 internal_count=19869 14218 1594 12624 5651 5607 is_linear=0 shrinkage=0.0382273 Tree=268 num_leaves=5 num_cat=0 split_feature=103 4 26 114 split_gain=4.78537 4.26971 12.1093 4.89869 threshold=3.3920000000000003 1718.0806774955515 0.50527777777777783 0.63350000000000006 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.0033987250869951767 -0.030814676762405641 -0.027339843699355437 0.006569224088258393 -0.000367893525466666 leaf_weight=591.39302285737358 7.3618740439414969 30.018935692962259 31.579107284545898 3436.9392479773378 leaf_count=2723 33 157 143 16798 internal_value=-2.30848e-05 3.23436e-05 -0.00995596 0.000185078 internal_weight=4097.29 4089.93 61.598 4028.33 internal_count=19854 19821 300 19521 is_linear=0 shrinkage=0.0382273 Tree=269 num_leaves=8 num_cat=0 split_feature=148 55 89 80 99 150 106 split_gain=4.33668 8.78561 9.16366 7.90062 12.2614 9.62346 5.50871 threshold=0.24269371034620571 1.8450000000000004 0.95000000000000007 0.059933822551323505 0.71008403361344552 0.59554779045125916 0.68150000000000011 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.00071764657567566822 0.0069756263740943349 -0.0078866982169297998 -0.020630709422587341 -0.0030108903025012719 0.002427273538549767 -0.0016134257408812768 -0.036649011613464587 leaf_weight=762.91476320300717 523.22617416828871 23.162410558434203 35.334253715816885 1304.7592091071419 1131.1190478131175 299.88644769508392 16.780485734343529 leaf_count=5244 2186 129 164 5825 4845 1381 80 internal_value=-2.22427e-05 -0.00247457 -0.0015991 0.000608482 -0.000485637 0.00384636 -0.0199704 internal_weight=4097.18 838.192 798.249 3258.99 2435.88 823.113 39.9429 internal_count=19854 5617 5408 14237 10670 3567 209 is_linear=0 shrinkage=0.0382273 Tree=270 num_leaves=8 num_cat=0 split_feature=134 30 46 126 133 8 37 split_gain=4.8206 9.41467 9.82809 7.78812 5.52748 10.3884 6.98323 threshold=-0.23099999999999998 0.10042016806722687 4.0650000000000004 0.56350000000000011 2.1835000000000004 0.57738095238095244 0.77301405398761114 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=0.0089342436754942783 -0.0011872160851184828 0.028387318288559778 0.045927736083999249 0.00055691264998863465 -0.024953246883300414 0.0058548750010784549 -0.02726561103269938 leaf_weight=90.963888109545223 2763.9721960435854 14.935373368673025 11.862840399146078 907.4723596482072 16.947028447408229 284.37988338270225 15.086612325161694 leaf_count=499 12936 69 55 4326 90 1857 77 internal_value=-3.98843e-05 0.00223064 0.0132023 0.00100755 -0.000795574 0.00412215 -0.00132879 internal_weight=4105.62 1025.23 102.827 922.408 3080.39 301.327 2779.06 internal_count=19909 4949 554 4395 14960 1947 13013 is_linear=0 shrinkage=0.0382273 Tree=271 num_leaves=7 num_cat=0 split_feature=114 134 30 114 0 141 split_gain=4.94956 4.91656 8.43168 5.59131 3.93102 5.44462 threshold=4.1250000000000009 -0.23099999999999998 0.10042016806722687 0.63350000000000006 1540.421742777248 0.12400000000000001 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=0.012725472518612651 -0.042703995389220976 0.0031543652896323026 0.0011875208874917499 -0.0014003719109187719 0.020584242449985978 -0.030115483786509838 leaf_weight=102.96282721718308 6.8165943087078658 464.04662631556857 915.66059912263881 2603.70271007868 5.7747834889451024 6.669869631412439 leaf_count=551 48 2136 4353 12737 35 49 internal_value=-3.84527e-05 5.26738e-05 0.00235379 -0.000711394 -0.0193709 -0.00658902 internal_weight=4105.63 4086.37 1018.62 3067.75 19.2612 12.4447 internal_count=19909 19777 4904 14873 132 84 is_linear=0 shrinkage=0.0382273 Tree=272 num_leaves=8 num_cat=0 split_feature=120 39 27 46 27 27 137 split_gain=3.96014 7.26924 8.14373 7.68207 4.58434 13.8602 8.56728 threshold=2.7320000000000007 0.15459629597270949 0.5915476190476191 3.2850000000000006 0.66527777777777797 0.63422222222222235 5.9500000000000011 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-6.5196012126016951e-05 -0.031376150762134014 -0.021500990845753108 0.021640294832020738 0.022244941031614771 0.0058225987697030539 0.017946149724280758 -0.031734987863394792 leaf_weight=3921.6955272977939 5.061087810900065 48.964883385691792 7.3541618883609763 17.077926770783961 17.189866143278778 63.444059629924595 18.349358380772173 leaf_count=18807 82 472 32 82 75 270 79 internal_value=-6.63273e-05 -0.00857206 -0.0158674 0.00998648 9.96515e-05 0.00022155 -0.013569 internal_weight=4099.14 78.4581 56.319 22.139 4020.68 3985.14 35.5392 internal_count=19899 668 504 164 19231 19077 154 is_linear=0 shrinkage=0.0382273 Tree=273 num_leaves=8 num_cat=0 split_feature=145 92 7 138 100 47 110 split_gain=4.34204 6.8913 6.14608 5.29072 4.9518 6.6991 5.1252 threshold=0.95395000000000008 -0.23749999999999991 7.6277363656178077 5.5000000000000009 1.0000000180025095e-35 1.5950000000000004 5.9500000000000011 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.042371726661759708 -0.0012136301358924785 -0.00096098921228274941 -0.03251855784715478 -0.039227752386074809 0.0020317942361649573 0.0026900021789211643 -0.00080969244210330848 leaf_weight=9.341259191627616 8.4039614670909959 140.02451642602682 9.6389381568878871 14.723559557693077 1515.5006081499159 9.9625612329691631 2391.2575186751783 leaf_count=1735 37 681 47 75 6661 126 10537 internal_value=-6.38803e-05 -0.00599459 -0.00299352 -0.0254147 0.000197138 -0.0191162 0.000292571 internal_weight=4098.85 172.791 149.663 23.1275 3926.06 19.3038 3906.76 internal_count=19899 840 728 112 19059 1861 17198 is_linear=0 shrinkage=0.0382273 Tree=274 num_leaves=8 num_cat=0 split_feature=134 78 4 30 141 54 133 split_gain=5.50454 11.44 10.8334 9.09228 8.30051 10.8946 10.3783 threshold=0.34650000000000009 0.42261904761904762 1481.4598502625447 0.14438717067583043 0.33550000000000008 1.2550000000000001 1.4145000000000001 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0034479476753936232 -0.0023840276171356546 0.0086732698349633666 -0.0019186525710043999 0.036799606301218535 0.000567553273165264 -0.0071659991989118706 -0.001629603641901236 leaf_weight=1064.0350960732903 13.133388037560506 222.27942958695348 386.43053218198474 25.371166387572885 516.45207919413224 549.33678942755796 1315.5552964016097 leaf_count=4812 57 1133 1927 120 2475 2702 6626 internal_value=-7.25936e-06 0.0032274 0.00194915 0.0234347 -0.000614891 -0.00341853 0.000640826 internal_weight=4092.59 647.215 608.71 38.5046 3445.38 1065.79 2379.59 internal_count=19852 3237 3060 177 16615 5177 11438 is_linear=0 shrinkage=0.0382273 Tree=275 num_leaves=8 num_cat=0 split_feature=148 31 36 105 85 148 111 split_gain=3.99065 9.4744 10.9251 8.79498 7.22178 11.1872 8.24032 threshold=0.24269371034620571 0.24596669268800417 10.125000000000002 1.5605000000000002 -0.093163418290854588 0.25687991651672271 10.450000000000001 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.0035944415830848867 0.0070210124826490762 0.0037241152422154158 -0.031536304233813532 0.048171898707969792 0.0032546177382205051 -0.0019241454663346043 -0.0053732839278158645 leaf_weight=635.92199661838822 423.7734311488457 174.31816584884655 21.127481212490238 6.7572310268878928 917.34279540926218 1816.7511663828045 96.177609786391258 leaf_count=3625 1847 1784 198 28 3941 8009 420 internal_value=-7.07019e-06 -0.00235928 -0.00449294 0.00538291 0.000598774 -0.000186567 0.00472838 internal_weight=4092.17 838.125 657.049 181.075 3254.05 2734.09 519.951 internal_count=19852 5635 3823 1812 14217 11950 2267 is_linear=0 shrinkage=0.0382273 Tree=276 num_leaves=6 num_cat=0 split_feature=7 122 6 133 98 split_gain=4.90939 5.38643 18.5838 4.73631 2.84484 threshold=-72.594574643057044 0.45250000000000007 1495.3007399140054 3.6125000000000003 0.73205128205128212 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.0027565485063548905 -0.019851286415031266 -0.00018180699571143194 0.03779685903317262 0.025338583145621926 -0.035641331961140235 leaf_weight=6.7707410247530779 13.473422647453843 4034.6052729820367 20.765415312722325 10.65460835630074 8.8939756602048856 leaf_count=37 65 19456 100 181 42 internal_value=-6.88126e-05 1.32066e-05 0.0151116 -0.000114587 -0.0214281 internal_weight=4095.16 4079.5 34.2388 4045.26 15.6647 internal_count=19881 19802 165 19637 79 is_linear=0 shrinkage=0.0382273 Tree=277 num_leaves=6 num_cat=0 split_feature=7 122 1 6 132 split_gain=4.57826 4.97943 18.3815 4.59961 2.12502 threshold=-72.594574643057044 0.45250000000000007 1471.2862900680391 1523.0523615813763 1.8945000000000001 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.036048939645787502 -0.021924767832694789 -0.00063990816768273522 0.036037697455938413 0.0030267142511044729 -0.0076961444955950982 leaf_weight=7.1688866764307013 12.713462410494683 3460.8107852207031 21.542278149630874 584.38041776337195 8.3768433111254108 leaf_count=34 62 16880 103 2757 45 internal_value=-6.62193e-05 1.26864e-05 0.0145259 -0.000110217 -0.0207717 internal_weight=4094.99 4079.45 34.2557 4045.19 15.5457 internal_count=19881 19802 165 19637 79 is_linear=0 shrinkage=0.0382273 Tree=278 num_leaves=8 num_cat=0 split_feature=147 9 142 99 12 99 147 split_gain=4.8237 7.53108 10.3133 8.87499 6.98306 8.4122 6.38049 threshold=0.45340220333168152 1.3095238095238098 -0.32849999999999996 0.4330357142857143 0.55000000000000016 0.77525252525252542 0.39487318826102363 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0095139623942848573 -0.0059183179972336119 0.0034143388986153642 -0.0064604053306995301 0.0066104914937885643 -0.009443392521605207 0.0022024996600086854 -0.00054473594653511902 leaf_weight=95.975599492900074 96.934662894171197 337.48271695547737 285.14607959485147 559.54964654147625 271.44747451017611 136.07364466786385 2314.4784102408448 leaf_count=422 801 2022 1721 2387 1280 596 10645 internal_value=-4.29635e-05 0.00190392 -0.00110801 0.00476052 -0.000926677 -0.00555476 -0.000144233 internal_weight=4097.09 1279.11 622.629 656.484 2817.98 407.521 2410.45 internal_count=19874 6931 3743 3188 12943 1876 11067 is_linear=0 shrinkage=0.0382273 Tree=279 num_leaves=8 num_cat=0 split_feature=110 113 79 40 79 142 124 split_gain=4.72249 8.9231 8.30655 7.95175 10.198 7.91111 6.84884 threshold=5.9500000000000011 0.40950000000000003 3.3327687937062942 4.0050000000000008 2.6464528916198518 0.65450000000000019 1.1000000000000003 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=0.00093848488486743048 -0.0017833912726167773 -0.0067883184319080473 -0.020711420635998325 -0.021789484002899408 -0.0026430674891306954 0.0033567714269605491 0.012696866171703503 leaf_weight=1398.046273721382 1706.7059843875468 31.72057631611824 26.385627282608766 59.078456871211529 130.33981857448816 588.40219692885876 155.99324394017458 leaf_count=6398 7538 139 1702 270 582 2562 683 internal_value=-4.13846e-05 0.00156986 0.000537443 -0.00108688 -0.00861476 -0.000465595 0.00940418 internal_weight=4096.67 1612.15 1424.43 2484.53 189.418 2295.11 187.714 internal_count=19874 8922 8100 10952 852 10100 822 is_linear=0 shrinkage=0.0382273 Tree=280 num_leaves=7 num_cat=0 split_feature=93 145 10 120 4 132 split_gain=4.79106 8.96499 8.88735 6.73277 6.52634 6.36046 threshold=23.550000000000004 0.14775000000000002 0.59166666666666679 2.7320000000000007 1718.0806774955515 0.95000000000000007 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=-9.3737764841790176e-05 0.034554961744342867 -0.014818291244763393 0.0039067763669542203 0.017790314275040287 -0.014278951824139314 -0.021102415583166154 leaf_weight=3436.4708955123788 13.100599631667135 39.905680291354656 515.73029790818691 7.2946547024766906 48.058672093553469 38.965737787541002 leaf_count=16623 58 185 2284 78 237 434 internal_value=4.27734e-05 0.00329891 0.00256193 -0.000481722 -0.000289382 -0.0149694 internal_weight=4099.53 568.737 555.636 3530.79 3484.53 46.2604 internal_count=19899 2527 2469 17372 16860 512 is_linear=0 shrinkage=0.0382273 Tree=281 num_leaves=8 num_cat=0 split_feature=148 145 31 148 148 149 105 split_gain=5.62727 8.04906 8.55513 7.17138 23.596 7.7454 6.61919 threshold=0.28892252608904478 0.24505000000000002 0.1734013605442177 0.26796584848230992 0.27064914705796966 0.51553679372533356 0.75950000000000017 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 5 -5 -1 -2 right_child=1 2 -4 4 -6 -7 -8 leaf_value=0.0033628703006074669 0.0086872740502018618 -0.0025287572614028728 0.016600838925786742 -0.017583154086872919 -0.0002499317943097271 -0.00085996464590757293 0.032897130026306801 leaf_weight=901.77030624635518 100.70069045573473 207.85496901161969 40.88251867890358 145.78851995291188 539.40558924153447 2143.3089697930845 19.737553983926773 leaf_count=3773 418 856 168 1041 2322 11240 81 internal_value=4.10645e-05 0.00454314 0.000615411 -0.000404495 -0.00393793 0.000390587 0.0126549 internal_weight=4099.45 369.176 248.737 3730.27 685.194 3045.08 120.438 internal_count=19899 1523 1024 18376 3363 15013 499 is_linear=0 shrinkage=0.0382273 Tree=282 num_leaves=8 num_cat=0 split_feature=147 0 0 142 123 132 95 split_gain=4.68832 6.61451 9.71083 6.38129 12.3719 7.52432 5.18875 threshold=0.45340220333168152 1750.1083488596507 1738.876691050518 1.0690000000000002 0.59400000000000008 2.3875000000000006 1.650000000000001 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 -3 right_child=3 6 -4 4 -6 -7 -8 leaf_value=-0.0006707112748960579 0.0015099076390519145 -0.039292871827220514 0.03957452012338411 -0.027405846732568677 0.01053013944775839 -0.01467421665044218 -0.0070942903666635151 leaf_weight=2761.8128741926048 1024.1197795772459 10.931711005046962 8.7888084226287884 13.414565064595079 197.71542627242161 43.773150400840677 22.096874788403511 leaf_count=12679 5425 56 41 71 1110 322 114 internal_value=0.00012919 -0.000745772 -0.00054304 0.00204712 0.00811974 0.000846511 -0.0177517 internal_weight=4082.65 2803.63 2770.6 1279.02 211.13 1067.89 33.0286 internal_count=19818 12890 12720 6928 1181 5747 170 is_linear=0 shrinkage=0.0382273 Tree=283 num_leaves=8 num_cat=0 split_feature=136 104 93 9 135 144 3 split_gain=4.96784 15.0467 11.7007 8.77806 5.47028 7.2071 6.52925 threshold=17.150000000000002 0.51750000000000018 15.900000000000002 1.0773809523809526 -0.070999999999999994 0.0010500000000000004 1358.1464470716089 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.012797694366352559 -0.0025236801811765975 -0.0014036911887711811 0.01341028288291732 -0.016869589971687787 0.00067202905134333495 0.0060113448653960665 -0.00056041383923348712 leaf_weight=66.71714125899598 241.28450557246106 87.803698666393757 93.420242391526699 137.78263144940138 1555.2576770015294 484.52593941276427 1415.5980386860901 leaf_count=329 1452 389 429 606 7431 2414 6768 internal_value=0.000124182 -0.00321926 0.0019237 -0.0108499 0.000656052 0.00194032 -0.0011112 internal_weight=4082.39 560.291 334.705 225.586 3522.1 2039.78 1482.32 internal_count=19818 2876 1881 995 16942 9845 7097 is_linear=0 shrinkage=0.0382273 Tree=284 num_leaves=8 num_cat=0 split_feature=147 147 9 3 98 96 113 split_gain=5.28203 9.62594 6.48614 7.0291 6.43081 5.44896 4.71719 threshold=0.39487318826102363 0.39965962962395968 1.8452380952380956 1390.3747072085575 0.69782608695652182 5.5000000000000009 0.47750000000000009 decision_type=2 2 2 2 2 2 2 left_child=2 6 4 -4 -1 -3 -2 right_child=1 5 3 -5 -6 -7 -8 leaf_value=0.003710660615960855 -0.020551797381089133 -0.00088648501580669125 0.017730061241984743 -0.01876688115473429 0.025869667182637512 0.0027045150693951301 0.0016171735047360593 leaf_weight=40.517752253450453 50.973814367782325 3149.4681590218097 11.901014539413152 21.902966439723969 36.271506950259209 768.07921393588185 19.350631639361382 leaf_count=189 401 15495 53 96 153 3371 143 internal_value=-0.000205527 -0.000434064 0.00803525 -0.00591771 0.0141776 -0.000182429 -0.0144518 internal_weight=4098.47 3987.87 110.593 33.804 76.7893 3917.55 70.3244 internal_count=19901 19410 491 149 342 18866 544 is_linear=0 shrinkage=0.0382273 Tree=285 num_leaves=7 num_cat=0 split_feature=30 0 130 130 132 132 split_gain=3.78969 11.9093 10.3074 4.38393 7.41953 6.2618 threshold=0.084273937856689865 1323.5248220263168 1.6460000000000001 0.7320000000000001 0.23600000000000002 0.15500000000000003 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 4 -2 -5 right_child=3 2 -4 5 -6 -7 leaf_value=0.036983069805690064 -0.045609894535437318 5.266757383815673e-05 0.028911026745419063 0.017608179118957182 -0.0049079757736106948 -0.00037465344231991232 leaf_weight=15.22809851542115 6.8238306308630845 242.16413697483949 19.545751742902212 28.518388464464806 159.76860467286315 3625.8153263803106 leaf_count=68 33 1053 95 172 770 17710 internal_value=-0.000197811 0.00412025 0.002208 -0.000510781 -0.0065753 -0.000234313 internal_weight=4097.86 276.938 261.71 3820.93 166.592 3654.33 internal_count=19901 1216 1148 18685 803 17882 is_linear=0 shrinkage=0.0382273 Tree=286 num_leaves=8 num_cat=0 split_feature=135 132 143 21 98 26 77 split_gain=3.8522 10.6762 8.27139 7.75543 8.13545 7.73925 4.4793 threshold=-0.070999999999999994 0.35400000000000004 1.6025000000000003 0.63333333333333341 0.4494949494949495 0.44816666666666666 1.5166666666666668 decision_type=2 2 2 2 2 2 2 left_child=1 6 -3 5 -5 -2 -1 right_child=3 2 -4 4 -6 -7 -8 leaf_value=-0.039605138580396347 -0.0030255349681241697 -0.00041626963666700274 -0.014166145376867114 0.017521042227921845 -0.0059521898393909397 0.0030650878310302101 -0.0060601855737888229 leaf_weight=14.805442037002651 373.35986626637168 1638.6866394235985 66.528466395568103 23.179688542499207 311.89291867241263 1662.0828372597462 9.5818050487432611 leaf_count=70 1620 7854 379 266 1420 8236 49 internal_value=5.98648e-05 -0.00131189 -0.000952721 0.00106074 -0.00432833 0.00194789 -0.0264256 internal_weight=4100.12 1729.6 1705.22 2370.52 335.073 2035.44 24.3872 internal_count=19894 8352 8233 11542 1686 9856 119 is_linear=0 shrinkage=0.0382273 Tree=287 num_leaves=8 num_cat=0 split_feature=27 142 6 30 143 54 133 split_gain=4.06305 10.533 12.2918 8.9846 8.19566 9.56465 8.81562 threshold=0.50211111111111129 -0.22499999999999998 1467.4855884617803 0.084273937856689865 0.59750000000000003 1.6150000000000004 1.4720000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.014981740212188715 0.0061165621897538488 -0.033036684270565213 -0.0026731241017480438 0.00102312102170006 -0.00191930412208962 -0.03816718833542429 -0.00039977849505459253 leaf_weight=72.66990629886277 665.82232835888863 19.762348888907582 1375.8318296292564 926.41437976260204 471.24237093236297 10.882971771061419 557.33362303907052 leaf_count=324 2864 111 7129 4903 2049 54 2460 internal_value=5.75082e-05 -0.000958001 -0.0031031 0.00203843 0.00148356 -0.00273756 0.00314738 internal_weight=4099.96 2394.68 1395.59 999.084 1705.28 482.125 1223.16 internal_count=19894 12467 7240 5227 7427 2103 5324 is_linear=0 shrinkage=0.0382273 Tree=288 num_leaves=8 num_cat=0 split_feature=145 4 38 55 112 12 146 split_gain=4.42554 5.73761 6.07131 5.55322 5.29353 8.34549 7.65644 threshold=0.95395000000000008 1439.4372328088377 0.28847758107467608 1.425 0.52250000000000008 0.55000000000000016 0.0049500000000000004 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0019793328958205188 0.0059789786532058169 -0.0091098744030238769 0.0067838408753864805 -0.03733580433012177 -0.00040023095335115345 -0.008963207634398675 -0.0048780633974332514 leaf_weight=2360.8778971299762 6.1056580836884704 97.105168303707615 55.022619081893936 14.83223921060562 1093.86965989694 196.14482881128788 264.59934652684024 leaf_count=11958 40 485 254 63 4848 875 1326 internal_value=3.85716e-05 -0.0059436 -0.00336132 -0.024705 0.000302985 -0.00170222 0.00128823 internal_weight=4088.56 173.066 152.128 20.9379 3915.49 1290.01 2625.48 internal_count=19849 842 739 103 19007 5723 13284 is_linear=0 shrinkage=0.0382273 Tree=289 num_leaves=8 num_cat=0 split_feature=148 30 147 80 85 56 150 split_gain=4.61649 9.05343 10.4096 8.1157 11.3789 7.37438 7.26126 threshold=0.24269371034620571 0.18357985395993262 0.46727212695799086 0.059933822551323505 -0.093163418290854588 2.3750000000000004 0.59554779045125916 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 6 -5 -3 -2 right_child=3 5 -4 4 -6 -7 -8 leaf_value=-0.012306581981442914 0.0066815260374517536 0.0031482007572847682 -0.00054737256329372109 0.0053416886405946639 -0.0016064592852682005 -0.017172745093320379 -0.0008078980918617485 leaf_weight=214.18989989394322 523.87697784788907 367.02829839813057 226.16906922898488 415.33248460432515 2017.7749661202542 28.09369492251426 296.09487996809185 leaf_count=1289 2188 2306 1376 1816 8862 646 1366 internal_value=3.70464e-05 -0.00249763 -0.00626704 0.000688022 -0.000420407 0.00170334 0.00397707 internal_weight=4088.56 835.481 440.359 3253.08 2433.11 395.122 819.972 internal_count=19849 5617 2665 14232 10678 2952 3554 is_linear=0 shrinkage=0.0382273 Tree=290 num_leaves=8 num_cat=0 split_feature=95 5 137 30 105 137 111 split_gain=4.2737 10.8574 13.1229 10.235 5.88389 7.46339 7.28345 threshold=-11.249999999999996 1490.5753481262061 6.0500000000000007 0.12352614787071711 0.38950000000000007 5.3500000000000005 10.050000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=-0.0024403823220469161 -0.00031426749666489033 0.016738849254884027 -0.0073961342078254933 -0.02637441735767998 -0.0021669796297764353 0.0029249987069234437 -0.0068375295503740928 leaf_weight=52.52645618468523 1419.8975442329538 53.85454249382019 84.697504043579102 51.915868729352951 577.47618962824345 1548.791686180979 303.60466288775206 leaf_count=231 8193 231 370 236 2495 6762 1351 internal_value=-0.000113791 -0.00503062 0.00198505 -0.0143375 0.000196557 0.00154206 -0.00146338 internal_weight=4092.76 242.994 138.552 104.442 3849.77 2126.27 1723.5 internal_count=19869 1068 601 467 18801 9257 9544 is_linear=0 shrinkage=0.0382273 Tree=291 num_leaves=8 num_cat=0 split_feature=102 102 96 95 142 142 102 split_gain=4.47246 8.38321 9.96349 8.63065 7.45385 10.5426 10.1234 threshold=0.99850000000000005 0.76850000000000007 4.5000000000000009 -11.249999999999996 -0.32849999999999996 0.28800000000000003 1.5205000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 -2 right_child=4 3 -4 -5 5 -7 -8 leaf_value=-0.00094594076855923951 0.0086049759213906365 -0.023069915608751868 0.0076260363517383712 -0.0039582689074148846 -0.0052461497384947431 0.0024460120314522358 -0.0028012370077015766 leaf_weight=1628.5467069934239 372.88248439133167 36.891102492809296 225.59992051869631 539.36501913517714 408.9557388164103 716.64398161321878 163.59389917552471 leaf_count=9031 1646 163 986 2376 1809 3123 735 internal_value=-0.000109531 -0.00115459 9.70406e-05 -0.00518179 0.00141862 -0.000348725 0.00512675 internal_weight=4092.48 2430.4 1854.15 576.256 1662.08 1125.6 536.476 internal_count=19869 12556 10017 2539 7313 4932 2381 is_linear=0 shrinkage=0.0382273 Tree=292 num_leaves=8 num_cat=0 split_feature=148 148 148 149 142 91 52 split_gain=4.49528 6.96606 21.3242 6.89618 6.82152 9.44956 7.34243 threshold=0.30672192291753003 0.26796584848230992 0.27064914705796966 0.51553679372533356 1.1880000000000002 0.22749999999999998 2.0650000000000004 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0031052683627117994 0.0041915022071961671 -0.017107648356771105 -0.00065273024740218903 -0.00088893437070058012 0.04841137622984544 -0.02762525187555254 0.0059628108100298382 leaf_weight=896.59549574367702 273.7893788497895 142.95367879513651 590.38751133624464 2137.8573801703751 10.19198562204838 14.355796540156005 14.322369504719971 leaf_count=3752 1125 1037 2536 11222 42 60 60 internal_value=-0.000151303 -0.000516806 -0.00386037 0.00029124 0.00425328 0.0026063 0.0236117 internal_weight=4080.45 3767.79 733.341 3034.45 312.66 288.145 24.5144 internal_count=19834 18547 3573 14974 1287 1185 102 is_linear=0 shrinkage=0.0382273 Tree=293 num_leaves=7 num_cat=0 split_feature=31 131 136 132 0 101 split_gain=3.91551 8.63738 8.40718 6.36988 9.87048 6.9477 threshold=0.087956043956043964 2.1180000000000008 3.8500000000000001 0.95000000000000007 1313.5959484689263 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=-0.016709364826451772 0.035290851977703569 0.0388905724609259 0.0049074213485114692 -0.036619562602003213 -0.0038813698290372685 0.00044558409500348604 leaf_weight=29.108446606900543 9.5079835187643749 10.021224609110503 271.63253724586684 7.4084261880489057 824.16837981989374 2926.5653941705823 leaf_count=132 50 48 1218 1573 3899 12914 internal_value=-0.000145705 0.00397852 0.00281513 -0.000485879 -0.00343459 0.000351987 internal_weight=4078.41 310.762 300.741 3767.65 833.676 2933.97 internal_count=19834 1398 1350 18436 3949 14487 is_linear=0 shrinkage=0.0382273 Tree=294 num_leaves=7 num_cat=0 split_feature=90 10 91 92 5 120 split_gain=4.80303 7.86009 7.70886 5.18266 11.1753 4.78606 threshold=-0.41124999999999995 0.44761904761904764 -0.095416666666666636 -0.53041666666666654 1513.6189484861263 0.35400000000000004 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 4 -2 -5 right_child=3 2 -4 5 -6 -7 leaf_value=-0.037221567071624058 -0.0035230012377541996 -0.012565797524782736 0.00188263696447212 0.017673016260751333 -0.046856576594101459 0.00022772153535732814 leaf_weight=10.867871026042847 52.020779940066859 90.32960749277845 134.0344427251257 23.121392924687825 10.442075201426631 3770.2747560532298 leaf_count=58 246 506 699 113 53 18217 internal_value=-0.000169303 -0.00547232 -0.00393436 0.000154215 -0.0107675 0.000334056 internal_weight=4091.09 235.232 224.364 3855.86 62.4629 3793.4 internal_count=19892 1263 1205 18629 299 18330 is_linear=0 shrinkage=0.0382273 Tree=295 num_leaves=7 num_cat=0 split_feature=120 26 46 130 26 26 split_gain=4.51659 8.75576 8.5065 6.51162 8.57909 4.89789 threshold=2.7320000000000007 0.49845238095238092 3.1650000000000005 2.7640000000000007 0.43050000000000005 0.61527777777777792 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=-0.00052364926088181067 0.031315980450590503 -0.032058636543650348 -0.0039931507402044724 0.048159224199388881 0.0059322418870086727 0.0071035703232450488 leaf_weight=3749.6904232619563 7.0724501237273207 23.581481948553119 47.711649330682121 7.4384781632106742 128.16290417604614 127.20692248735577 leaf_count=17871 31 415 231 33 751 560 internal_value=-0.000162894 -0.00925186 -0.0132765 1.4618e-05 0.00824879 -0.000273388 internal_weight=4090.86 78.3656 71.2931 4012.5 135.601 3876.9 internal_count=19892 677 646 19215 784 18431 is_linear=0 shrinkage=0.0382273 Tree=296 num_leaves=8 num_cat=0 split_feature=79 79 85 11 79 34 79 split_gain=4.41106 15.5741 13.0714 9.98192 9.13267 13.6672 8.94556 threshold=2.4996075448737458 2.4204709237934856 -0.15669467787114846 2.0333333333333337 2.5211368095958204 3.0950000000000002 2.6464528916198518 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0017699472107077429 0.0073439499982086136 0.018827513135611949 -0.026575499972747652 0.029997978473655491 -0.004523626151486237 -0.024726655883891967 0.00061550699091623279 leaf_weight=279.00064533576369 387.5381677178666 10.883661836385725 62.334927035029978 15.243040105327962 605.76334049832076 20.442210540175438 2706.0849458966404 leaf_count=1154 1579 69 429 64 2821 84 13665 internal_value=-5.43796e-05 -0.00404998 -0.0198264 -0.000124191 0.000340325 0.005737 -0.000324482 internal_weight=4087.29 367.462 73.2186 294.244 3719.83 407.98 3311.85 internal_count=19865 1716 498 1218 18149 1663 16486 is_linear=0 shrinkage=0.0382273 Tree=297 num_leaves=5 num_cat=0 split_feature=103 86 134 90 split_gain=4.52828 4.32062 7.65612 6.43026 threshold=3.3920000000000003 2.8677595628415307 0.12900000000000003 0.21166666666666667 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.00018976209542574175 -0.030077963834707774 -0.0053885420653300188 0.0035189459508054685 0.0080614725097752967 leaf_weight=3238.8426855609869 7.326419621706008 481.21754364203662 199.45215056231245 159.09663646505214 leaf_count=15925 33 2193 912 802 internal_value=-5.24756e-05 1.46282e-06 -0.00277844 0.000558329 internal_weight=4085.94 4078.61 680.67 3397.94 internal_count=19865 19832 3105 16727 is_linear=0 shrinkage=0.0382273 Tree=298 num_leaves=8 num_cat=0 split_feature=106 95 7 39 122 7 29 split_gain=4.59894 10.4753 11.785 8.7956 7.28527 8.64109 5.24351 threshold=0.76350000000000018 -11.249999999999996 -2.3051615105724745 0.41207764435367117 2.7415000000000007 -10.320418541029197 4.5857142857142863 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.0019475255443725484 -0.016629164253302776 0.0015151006950305638 0.013935525535589074 0.010185434415355325 0.03484777834893811 -0.026170944977730998 0.0016236283258372407 leaf_weight=1541.6253193917219 81.920428887009621 1230.6546862833202 23.787338428199291 198.56483691930771 3.8525167043553656 28.316285666660406 984.54233982902952 leaf_count=8245 364 5427 105 880 37 378 4469 internal_value=0.00020659 0.00186084 -0.00975118 0.00271969 -0.000785914 -0.018863 -0.000555713 internal_weight=4093.26 1534.93 105.708 1429.22 2558.34 32.1688 2526.17 internal_count=19905 6776 469 6307 13129 415 12714 is_linear=0 shrinkage=0.0382273 Tree=299 num_leaves=7 num_cat=0 split_feature=105 27 29 38 8 53 split_gain=4.33173 8.75692 8.82167 7.11226 9.59552 7.69908 threshold=0.37950000000000006 0.31111111111111117 2.7071428571428577 0.33425814604981074 0.93095238095238109 3.4950000000000006 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 5 -5 -2 right_child=3 2 -4 4 -6 -7 leaf_value=-0.040351260818032919 0.0011794558483412029 0.0047882812872138457 -0.0023342654979166327 0.0019795302624665886 -0.050298210566765984 0.018307894048053899 leaf_weight=8.3286612549563852 2294.7764527276158 309.46026218001498 1420.7981353689102 11.687799140810968 9.1449432224035245 38.99991001188755 leaf_count=40 10007 2512 7094 48 38 166 internal_value=0.000198601 -0.00124862 -0.00106038 0.00126719 -0.0209694 0.00146569 internal_weight=4093.2 1738.59 1730.26 2354.61 20.8327 2333.78 internal_count=19905 9646 9606 10259 86 10173 is_linear=0 shrinkage=0.0382273 Tree=300 num_leaves=8 num_cat=0 split_feature=147 90 147 80 110 30 96 split_gain=4.59938 8.75512 8.29998 6.89381 5.52989 4.87182 4.51612 threshold=0.39487318826102363 0.0070833333333332514 0.39965962962395968 0.071160648519139058 18.850000000000005 0.18296668260800253 5.5000000000000009 decision_type=2 2 2 2 2 2 2 left_child=1 3 4 -1 -2 -3 -4 right_child=2 5 6 -5 -6 -7 -8 leaf_value=-0.0094943951184159291 -0.015931540731786764 0.046014925901895321 -0.00050988815334515136 0.012001146282733362 0.029712375096833898 0.0086637337478246371 0.0027674328858490697 leaf_weight=38.767310542054474 65.169822775758803 11.987147323787214 3136.4869316043914 49.82171796169132 4.1238277852535239 8.8860392365604621 764.12241127714515 leaf_count=176 513 52 15442 215 35 42 3355 internal_value=0.000112304 0.00784237 -0.000100839 0.00259451 -0.013215 0.0301145 0.000132133 internal_weight=4079.37 109.462 3969.9 88.589 69.2937 20.8732 3900.61 internal_count=19830 485 19345 391 548 94 18797 is_linear=0 shrinkage=0.0382273 Tree=301 num_leaves=6 num_cat=0 split_feature=137 135 92 5 80 split_gain=4.57804 4.39723 7.74904 4.82038 4.01853 threshold=2.7500000000000004 -0.070999999999999994 -0.58458333333333312 1484.8235304203727 0.057947988147223906 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=-0.044143035034553586 -0.015960162504278796 0.0055805156619347816 -0.00083759727770014785 0.00056407075276378735 -0.0029156347058287547 leaf_weight=6.3680386792402697 51.031374135171063 324.8874711637618 1666.6996358126635 2022.4374417974614 7.5520362704992294 leaf_count=48 258 1649 8058 9786 31 internal_value=0.000107918 0.000182861 -0.00128687 0.00125839 -0.0217769 internal_weight=4078.98 4065.06 1717.73 2347.32 13.9201 internal_count=19830 19751 8316 11435 79 is_linear=0 shrinkage=0.0382273 Tree=302 num_leaves=7 num_cat=0 split_feature=145 119 149 145 150 134 split_gain=4.74532 8.16401 6.76129 6.15833 10.6703 5.24324 threshold=0.16445000000000001 0.55000000000000016 0.61434823896303536 0.16865000000000002 0.46962878840809003 -0.23099999999999998 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 4 -2 -5 right_child=3 2 -4 5 -6 -7 leaf_value=-0.041012267045644112 -0.0223618775259973 -0.0062034189336069006 0.019676169913525145 0.0025562467085310766 0.019882085858212786 -0.00071468977448888721 leaf_weight=9.141934478771871 10.608028171584008 176.56882339436561 16.096802354324609 955.66644322231878 49.546541862888262 2857.369175177766 leaf_count=44 47 803 145 4601 261 13928 internal_value=-1.20051e-06 -0.00571608 -0.00404119 0.000296567 0.0124324 0.00010511 internal_weight=4075 201.808 192.666 3873.19 60.1546 3813.04 internal_count=19829 992 948 18837 308 18529 is_linear=0 shrinkage=0.0382273 Tree=303 num_leaves=7 num_cat=0 split_feature=114 55 40 99 97 0 split_gain=4.69093 4.49159 4.0962 9.92139 6.60554 1.90973 threshold=4.1250000000000009 1.5250000000000001 3.6650000000000005 0.36931818181818182 3.5000000000000004 1540.421742777248 decision_type=2 2 2 2 2 2 left_child=2 5 4 -4 -1 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0010069627279299413 -0.052604844354452257 0.0024897485322675668 -0.034226759038749721 -0.0022655475360816297 0.0022834203473235961 -0.019902931778004989 leaf_weight=1911.2509909965447 5.0563010197365674 7.8845597385661668 14.644681764184496 459.645722232759 1671.1678913347423 5.3943664045073092 leaf_count=10112 38 44 262 2038 7288 47 internal_value=-1.21194e-06 -0.0192931 8.59844e-05 -0.00325245 0.000527973 -0.0357267 internal_weight=4075.04 18.3352 4056.71 474.29 3582.42 10.4507 internal_count=19829 129 19700 2300 17400 85 is_linear=0 shrinkage=0.0382273 Tree=304 num_leaves=8 num_cat=0 split_feature=29 92 55 109 86 3 42 split_gain=4.0334 12.0597 10.7191 8.93696 7.49134 17.3408 7.13779 threshold=2.5857142857142863 -0.083749999999999977 1.7650000000000003 1.0000000180025095e-35 3.3717607973421928 1461.7324840390913 7.1250000000000009 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 -6 -2 right_child=4 2 -4 -5 5 -7 -8 leaf_value=0.00070141981121280006 0.00036860470643270115 -0.0050630302708774139 0.012282526341302922 0.027754155136222779 -0.033282037459404251 -0.0018675660065812861 -0.0092647158872222607 leaf_weight=28.743860141607001 3485.6021868730895 175.38813231873792 74.041083095478825 47.062060192227364 32.662593457847834 120.06709205079824 116.14259497763123 leaf_count=345 15989 1638 338 214 157 550 626 internal_value=6.01051e-05 0.00414396 8.58738e-05 0.0174965 -0.000293663 -0.00858591 5.79655e-05 internal_weight=4079.71 325.235 249.429 75.8059 3754.47 152.73 3601.74 internal_count=19857 2535 1976 559 17322 707 16615 is_linear=0 shrinkage=0.0382273 Tree=305 num_leaves=8 num_cat=0 split_feature=137 133 119 94 137 96 137 split_gain=5.57217 11.2557 8.23526 6.40863 5.97257 11.1141 5.43768 threshold=25.250000000000004 2.1550000000000002 0.90000000000000013 19.050000000000004 20.150000000000002 4.5000000000000009 17.250000000000004 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=0.00032813544622536142 -0.015994074613167548 -0.038354674880139931 0.0011629358429726458 0.0072683924762388429 0.00031456788477179893 0.019576656590959415 -0.0087391994214518088 leaf_weight=3522.831350599532 52.564120545866899 21.279847417434215 183.96017619560007 5.7054231613874427 126.65966005809605 66.891385406255722 99.375706773251295 leaf_count=16976 256 238 941 27 647 297 475 internal_value=5.7693e-05 -0.00531864 -0.00264999 -0.0287088 0.000428974 0.00697159 7.93708e-05 internal_weight=4079.27 263.51 236.524 26.9853 3815.76 193.551 3622.21 internal_count=19857 1462 1197 265 18395 944 17451 is_linear=0 shrinkage=0.0382273 Tree=306 num_leaves=7 num_cat=0 split_feature=134 86 4 86 134 133 split_gain=4.2368 10.5411 9.48574 5.51726 8.43366 6.3553 threshold=0.34650000000000009 3.5327702702702708 1481.4598502625447 3.3717607973421928 0.12900000000000003 1.4365000000000003 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0014677667396427417 0.0084559567982064685 0.035430306252590645 -0.0013681368795630466 -0.011553634368503273 0.010532058734746417 -0.0019046684079329392 leaf_weight=1682.1380092755426 223.24892678280594 14.210857568308709 402.69978199288016 132.85550472792238 31.199325285851955 1586.9285594787216 leaf_count=7724 1138 68 2010 634 148 8103 internal_value=1.97365e-05 0.00287483 0.0021357 -0.000512641 -0.00735344 -0.000169341 internal_weight=4073.28 640.16 625.949 3433.12 164.055 3269.07 internal_count=19825 3216 3148 16609 782 15827 is_linear=0 shrinkage=0.0382273 Tree=307 num_leaves=8 num_cat=0 split_feature=145 92 39 6 112 145 141 split_gain=4.94037 5.47779 7.315 6.37503 4.84977 8.37496 6.35234 threshold=0.95395000000000008 -0.23749999999999991 0.2501926861265204 1525.4398301942717 0.52250000000000008 0.94645000000000012 2.0240000000000005 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.0010423408622489217 -0.056720719453532478 -0.005514999472332356 -0.0097758486408584724 0.029754762788655111 -0.0021144197453202571 0.02470728175998475 0.013145510144076033 leaf_weight=2594.9977724353666 6.8579078309703645 139.09337885573041 16.568656291114166 7.9146893769502631 1244.3847432434559 22.038475263747387 41.182253941893578 leaf_count=13171 31 686 83 34 5523 109 188 internal_value=1.89127e-05 -0.00635185 -0.0235194 -0.00361604 0.000297138 0.00124163 -0.00162557 internal_weight=4073.04 170.435 23.4266 147.008 3902.6 2617.04 1285.57 internal_count=19825 834 114 720 18991 13280 5711 is_linear=0 shrinkage=0.0382273 Tree=308 num_leaves=7 num_cat=0 split_feature=145 90 30 148 79 123 split_gain=4.31874 6.19951 5.16037 4.33076 11.707 7.34188 threshold=0.95395000000000008 -0.50791666666666646 0.16517750299162345 0.28892252608904478 2.5062937217256986 0.71800000000000008 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=-0.011929678550198315 -0.043330219775472092 -0.0099412124730892063 0.0038639957425018827 0.019519792409270955 0.00023887501094244882 0.0022744243899073943 leaf_weight=119.54955167928711 6.2489616540260604 101.25843219645321 64.945447772042826 40.837486010044813 3440.1061825829674 309.32726248633116 leaf_count=691 35 471 339 169 16881 1277 internal_value=-3.18993e-05 -0.00595219 -0.00454672 0.000229231 -0.000169802 0.00428567 internal_weight=4082.27 172.453 166.204 3909.82 3559.66 350.165 internal_count=19863 845 810 19018 17572 1446 is_linear=0 shrinkage=0.0382273 Tree=309 num_leaves=8 num_cat=0 split_feature=145 52 52 47 110 112 106 split_gain=3.99969 4.63321 9.04039 6.16671 4.111 8.75654 8.61677 threshold=0.95395000000000008 2.9350000000000005 2.2250000000000005 1.405 5.9500000000000011 0.38200000000000006 0.13650000000000004 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 -1 -6 right_child=1 3 -4 -5 6 -7 -8 leaf_value=0.0010781365630493686 0.0023479459929973004 -0.0041646368128431749 -0.016861496376338055 0.034596377237697186 0.029748911265561392 0.01388403498719702 -0.0009433828812666883 leaf_weight=1441.5776488820557 63.819837989634834 17.874700572574515 81.548639047890902 9.0266771614551526 13.442234538495539 82.494288459420204 2371.8754591196775 leaf_count=8113 372 81 354 38 61 362 10482 internal_value=-3.07308e-05 -0.00573128 -0.00842816 0.00884189 0.000220469 0.00177129 -0.000770413 internal_weight=4081.66 172.27 145.368 26.9014 3909.39 1524.07 2385.32 internal_count=19863 845 726 119 19018 8475 10543 is_linear=0 shrinkage=0.0382273 Tree=310 num_leaves=7 num_cat=0 split_feature=123 102 98 123 42 133 split_gain=3.90904 14.0845 7.06472 4.31366 4.52419 4.20265 threshold=2.8945000000000003 1.0575000000000003 0.77525252525252542 2.6795000000000004 2.0650000000000004 3.8450000000000006 decision_type=2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.00017769538072857205 -0.027784222648039508 0.098192159882972821 0.045932850569696038 -0.0034233293612623609 -0.059544460074902009 0.025944922922339474 leaf_weight=4048.8285629529855 5.4341937451390532 2.7155672013759604 2.9203314930200577 4.9481694962596503 3.6452763290144503 9.019440164905971 leaf_count=19388 201 14 14 56 49 120 internal_value=-0.00011517 0.0225695 -0.00201519 -0.000176927 -0.0272315 -0.000119629 internal_weight=4077.51 11.0701 8.35453 4066.44 8.59345 4057.85 internal_count=19842 229 215 19613 105 19508 is_linear=0 shrinkage=0.0382273 Tree=311 num_leaves=5 num_cat=0 split_feature=103 147 126 121 split_gain=4.1899 3.89002 6.90333 5.3081 threshold=3.3920000000000003 0.45340220333168152 0.58550000000000002 0.76400000000000012 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=-0.0060848898677500797 -0.029066891309032509 0.019799262481094166 0.0012557372125331203 -0.00032568098704970907 leaf_weight=257.57205137389246 7.2889642864465705 30.046578745823354 1242.0185124364216 2540.5033905773889 leaf_count=1179 33 153 6749 11728 internal_value=-0.000110858 -5.89992e-05 0.00169375 -0.000855836 internal_weight=4077.43 4070.14 1272.07 2798.08 internal_count=19842 19809 6902 12907 is_linear=0 shrinkage=0.0382273 Tree=312 num_leaves=5 num_cat=0 split_feature=96 93 39 146 split_gain=4.65606 4.15298 12.4079 5.51293 threshold=9.5000000000000018 23.550000000000004 0.086871655850083412 0.0049500000000000004 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.00015148074505788939 -0.029046563591603916 -0.031924747874813371 0.0041471815459899423 -0.005295329035374486 leaf_weight=3211.2214775212342 7.9807038158178321 14.298079431056975 547.9437027387321 296.62968382384861 leaf_count=15836 38 70 2425 1472 internal_value=0.000122559 0.000179758 0.00322983 -0.000309111 internal_weight=4078.07 4070.09 562.242 3507.85 internal_count=19841 19803 2495 17308 is_linear=0 shrinkage=0.0382273 Tree=313 num_leaves=8 num_cat=0 split_feature=142 27 26 6 54 137 142 split_gain=4.54888 9.82028 11.2132 10.7588 8.83701 8.7699 6.01616 threshold=-0.22499999999999998 0.50472222222222241 0.48211111111111116 1467.4855884617803 1.4750000000000003 6.0500000000000007 -0.70699999999999985 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 -6 right_child=1 2 -4 -5 6 -7 -8 leaf_value=-0.0021552930381814189 -0.030893660091549622 -0.0034286251431705464 0.0045095280587148017 -0.0025902729891953999 -0.017529138222545797 0.004513662853032222 0.00072801098134980889 leaf_weight=405.1852325508371 19.904759403550997 397.39719413407147 752.32673059171066 1399.8928395125549 55.613264612620696 997.64971985341981 50.168245469161775 leaf_count=1878 114 1733 3257 7245 558 4700 356 internal_value=0.00011782 -0.000860447 0.00176574 -0.00298708 0.00178403 0.00258745 -0.00887048 internal_weight=4078.14 2569.52 1149.72 1419.8 1508.62 1402.83 105.782 internal_count=19841 12349 4990 7359 7492 6578 914 is_linear=0 shrinkage=0.0382273 Tree=314 num_leaves=8 num_cat=0 split_feature=138 134 6 134 134 141 95 split_gain=4.38918 6.41907 6.41106 6.24159 9.54301 8.77671 6.23864 threshold=7.5000000000000009 -0.81099999999999983 1484.910861595974 -0.080499999999999974 0.32900000000000007 0.12400000000000001 -15.749999999999996 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.0037647791675214223 0.027093564272193636 -0.016260553383974686 -0.018791496433748337 -0.005185345338107732 0.0024796792523648433 -0.0043202790172766625 0.0019344788694015895 leaf_weight=623.56969205499627 5.0491896915482348 27.935542620718479 37.455693848314695 834.02124185638968 331.78183039149735 286.28474338282831 1932.3331904245424 leaf_count=2968 34 122 197 4218 1653 1398 9257 internal_value=7.98234e-05 0.0013565 -0.0133405 -0.00115202 -0.00300392 0.00122082 0.00167518 internal_weight=4078.43 2002.77 42.5049 2075.66 1165.8 909.854 1960.27 internal_count=19847 9610 231 10237 5871 4366 9379 is_linear=0 shrinkage=0.0382273 Tree=315 num_leaves=8 num_cat=0 split_feature=147 52 28 11 147 85 102 split_gain=4.9006 7.34826 9.65067 7.9067 6.63703 5.933 5.00427 threshold=0.39487318826102363 3.0450000000000004 5.2111111111111121 1.2583333333333335 0.39965962962395968 -0.25830845771144278 2.0515000000000003 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.0025141065533056499 0.02436756618394623 -0.022269380615509524 0.016245451890300848 0.028209828638830044 -0.00019323824989674065 -0.015489655045444589 0.0073526371295352172 leaf_weight=34.702737080864608 5.9838491082191458 21.586766570806503 16.98873064853251 35.299197996966541 3768.6782029189635 62.018270662520081 132.96096381545067 leaf_count=153 44 97 79 152 18221 498 603 internal_value=7.67117e-05 0.0080892 -0.00530737 0.0154715 -0.000142446 -0.0119823 6.39127e-05 internal_weight=4078.22 108.577 38.5755 70.0019 3969.64 68.0021 3901.64 internal_count=19847 481 176 305 19366 542 18824 is_linear=0 shrinkage=0.0382273 Tree=316 num_leaves=7 num_cat=0 split_feature=31 144 119 47 110 101 split_gain=4.15034 8.88845 7.46707 6.40386 5.46873 5.38626 threshold=0.089647914274779916 0.015450000000000002 0.63350000000000006 2.7350000000000008 12.15 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 left_child=1 2 -1 5 -5 -2 right_child=3 -3 -4 4 -6 -7 leaf_value=-0.00802747538948545 -0.028784592550411686 -0.025303334467697787 0.0081767046776164715 -0.0022243639954897081 -0.040990127455374774 -1.5343554630475711e-05 leaf_weight=49.331521349959075 9.5337792055797745 14.196152801858259 263.6734893352259 10.912156239151956 10.372559651732443 3725.1855053305626 leaf_count=216 1843 69 1190 45 43 16450 internal_value=0.000151765 0.004281 0.00562282 -0.000207951 -0.0211164 -8.87878e-05 internal_weight=4083.21 327.201 313.005 3756 21.2847 3734.72 internal_count=19856 1475 1406 18381 88 18293 is_linear=0 shrinkage=0.0382273 Tree=317 num_leaves=7 num_cat=0 split_feature=133 143 85 28 122 29 split_gain=4.14257 5.75061 5.33349 3.75699 7.12004 3.86338 threshold=3.6125000000000003 -0.27149999999999996 -1.0000000180025095e-35 0.21111111111111114 1.5940000000000003 2.8660714285714293 decision_type=2 2 2 2 2 2 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=-0.00068278889184071817 0.073761812916688346 -0.031068254363508171 0.013349812900636991 0.0033856934576894631 -0.054147887957599727 -0.0002748205523640222 leaf_weight=11.188768936437556 3.5205169767141333 2.2643749181879675 5.4280779549153513 477.57926946273074 5.3944881131174034 3577.7359055365669 leaf_count=162 16 42 119 2871 254 16392 internal_value=0.000145908 0.0233488 0.0371195 8.20101e-05 -0.0180759 0.000156265 internal_weight=4083.11 11.213 8.94859 4071.9 16.5833 4055.32 internal_count=19856 177 135 19679 416 19263 is_linear=0 shrinkage=0.0382273 Tree=318 num_leaves=7 num_cat=0 split_feature=143 5 18 141 130 127 split_gain=5.03422 9.1488 9.49643 6.78335 9.70298 7.59616 threshold=-0.99499999999999988 1476.6574338368143 1.5000000000000002 0.33550000000000008 1.4720000000000002 2.2360000000000002 decision_type=2 2 2 2 2 2 left_child=1 -1 -3 5 -5 -2 right_child=3 2 -4 4 -6 -7 leaf_value=-0.038020875099819135 0.0021908052881914135 0.0046125009676768356 -0.0065840684916696575 -0.0066124074441901697 0.00034420856355351211 -0.010474636447033914 leaf_weight=11.078447028761728 2053.4430286871502 164.95757044805214 336.5302364610252 409.47110970062204 1029.9791640960611 71.611821442958899 leaf_count=59 9586 911 1760 1881 5106 562 internal_value=-0.000117875 -0.00366021 -0.00290111 0.000391504 -0.0016347 0.00176399 internal_weight=4077.07 512.566 501.488 3564.51 1439.45 2125.05 internal_count=19865 2730 2671 17135 6987 10148 is_linear=0 shrinkage=0.0382273 Tree=319 num_leaves=6 num_cat=0 split_feature=90 92 136 135 110 split_gain=4.27351 5.45634 10.5955 4.57671 3.76598 threshold=-0.8308333333333332 -0.58458333333333312 5.1500000000000012 -0.62349999999999983 5.3500000000000005 decision_type=2 2 2 2 2 left_child=4 2 -2 -3 -1 right_child=1 3 -4 -5 -6 leaf_value=0.0033597315611055582 -0.026800603810442844 0.0057452895248631952 -0.0014644029059124599 -0.00022771022141099937 0.047657101021779419 leaf_weight=6.2200260316021723 32.531334005412646 197.34795366297476 93.28856634197291 3742.2956445644377 5.1072254329919815 leaf_count=52 155 1014 485 18136 23 internal_value=-0.000113448 -0.000178779 -0.00801528 7.1495e-05 0.0233337 internal_weight=4076.79 4065.46 125.82 3939.64 11.3273 internal_count=19865 19790 640 19150 75 is_linear=0 shrinkage=0.0382273 Tree=320 num_leaves=7 num_cat=0 split_feature=123 147 132 123 98 27 split_gain=3.56282 11.1752 6.42641 5.06651 5.06188 3.49395 threshold=2.8945000000000003 0.44874925946971994 1.3540000000000003 2.6795000000000004 0.58114035087719318 0.66527777777777797 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=0.00023832917355105738 0.089040347288044497 0.037227158874797515 -0.030091241878552787 0.011047634368525606 -0.051655080756873514 -0.011380151681626248 leaf_weight=4010.8121104179299 2.7219309806823722 3.7370705491630343 4.6505439610918984 2.8881466988241282 5.3962220922112465 38.183346036821604 leaf_count=19319 12 72 140 80 26 166 internal_value=0.000126853 0.021745 -9.73505e-05 6.76565e-05 -0.0297959 0.000128762 internal_weight=4068.39 11.1095 8.38761 4057.28 8.28437 4049 internal_count=19815 224 212 19591 106 19485 is_linear=0 shrinkage=0.0382273 Tree=321 num_leaves=8 num_cat=0 split_feature=31 136 28 148 36 135 27 split_gain=3.78027 7.58484 10.8025 7.11312 10.1835 7.42964 6.64257 threshold=0.22778543677152521 6.0500000000000007 6.354166666666667 0.24269371034620571 9.5950000000000006 -0.070999999999999994 0.51414285714285735 decision_type=2 2 2 2 2 2 2 left_child=3 6 -3 4 -1 -5 -2 right_child=1 2 -4 5 -6 -7 -8 leaf_value=-0.0031347884288066398 -0.0087090252821978072 0.007681563152514323 -0.027987526256575794 -0.0017810732198099003 -0.029848406745015564 0.0021039145947170193 0.0078926221393094392 leaf_weight=586.9685313787777 113.909219074063 337.04919547878671 12.8813146786415 1249.2976064425893 21.621091191889718 1695.743847867474 50.981809607706964 leaf_count=3379 698 2300 70 5520 205 7427 216 internal_value=0.000121937 0.00318339 0.00636851 -0.000321582 -0.00408385 0.000455888 -0.00357604 internal_weight=4068.45 514.822 349.931 3553.63 608.59 2945.04 164.891 internal_count=19815 3284 2370 16531 3584 12947 914 is_linear=0 shrinkage=0.0382273 Tree=322 num_leaves=8 num_cat=0 split_feature=28 49 55 29 134 86 38 split_gain=4.16979 11.7733 14.7873 12.6821 8.02302 9.92368 9.44151 threshold=5.1180555555555562 3.0950000000000002 1.6450000000000002 3.8944444444444448 0.34650000000000009 3.1266025641025643 0.25030367094011946 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=-0.0051591101555644898 -0.0070558136627638076 0.050595050606671764 0.0087085726401576729 0.0038335978975373415 0.0026797635210117515 0.026093000696342759 -1.2243767946723927e-05 leaf_weight=700.64067525870632 219.69046661240282 13.974521446507422 103.78666738606989 541.55589316901751 437.64879409159767 28.155793158337474 2029.5444278386422 leaf_count=4105 1081 63 445 2459 2257 132 9306 internal_value=9.93519e-05 0.00243105 0.0136794 0.000690986 -0.000541947 0.00409501 -0.00133307 internal_weight=4075 879.008 117.761 761.246 3195.99 465.805 2730.19 internal_count=19848 4048 508 3540 15800 2389 13411 is_linear=0 shrinkage=0.0382273 Tree=323 num_leaves=7 num_cat=0 split_feature=40 133 131 127 135 40 split_gain=4.16177 10.2756 8.38695 7.32834 8.84461 6.62612 threshold=3.2450000000000006 0.26800000000000007 2.1340000000000003 0.81650000000000011 0.57300000000000006 3.2050000000000005 decision_type=2 2 2 2 2 2 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.0068937382598224847 0.04179731566317673 -0.0037962421882449591 0.014396578117736373 -0.00019253918041471963 -0.015741818308067621 0.017216254802609365 leaf_weight=389.41408902208786 7.600838011596351 726.33395747619215 39.018494264339097 2852.8429019571631 26.972507413243875 32.311186734121293 leaf_count=1747 38 3361 260 14169 123 150 internal_value=9.548e-05 -0.00242949 -0.00286874 0.000686625 0.00542745 2.42678e-06 internal_weight=4074.49 772.953 765.352 3301.54 416.387 2885.15 internal_count=19848 3659 3621 16189 1870 14319 is_linear=0 shrinkage=0.0382273 Tree=324 num_leaves=8 num_cat=0 split_feature=137 133 142 97 133 28 137 split_gain=4.57176 9.88378 7.69351 7.40853 6.57604 9.94305 5.53675 threshold=25.250000000000004 2.1550000000000002 1.8085000000000002 4.5000000000000009 2.1835000000000004 1.0500000000000003 2.8500000000000001 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.011989097078384234 -0.0011053603466992933 -0.036600339006304147 -0.036583629307700601 0.01423487212208919 -0.042523745796784758 0.0058437106417660572 -0.00010630947979913846 leaf_weight=58.289419493288733 229.30574468092527 21.876889077480886 9.2934841158566979 5.1813465505838385 6.3171136402524999 368.04337600432336 3378.7348238079576 leaf_count=282 1155 247 58 24 219 2153 15730 internal_value=-0.000121748 -0.00497041 -0.00248732 -0.0268659 0.00021621 0.00502748 -0.000307835 internal_weight=4077.04 265.657 238.599 27.0582 3811.38 374.36 3437.02 internal_count=19868 1484 1213 271 18384 2372 16012 is_linear=0 shrinkage=0.0382273 Tree=325 num_leaves=6 num_cat=0 split_feature=35 145 27 27 142 split_gain=4.24629 8.01761 3.83619 5.87598 2.51248 threshold=8.1650000000000009 0.21445000000000003 0.31111111111111117 0.37050000000000005 -0.55099999999999993 decision_type=2 2 2 2 2 left_child=2 4 -1 -4 -2 right_child=1 -3 3 -5 -6 leaf_value=-0.01970998052678859 -0.010370750980773088 0.015412065145541196 0.011993967798072313 -0.00013890538906390985 -0.047155147971276609 leaf_weight=14.424507901770992 3.9215497695840904 6.871059412835165 59.197363936342299 3983.5840257366071 8.8100018844124861 leaf_count=66 55 56 265 19298 128 internal_value=-0.000117217 -0.017866 -3.14602e-05 3.87544e-05 -0.0358257 internal_weight=4076.81 19.6026 4057.21 4042.78 12.7316 internal_count=19868 239 19629 19563 183 is_linear=0 shrinkage=0.0382273 Tree=326 num_leaves=8 num_cat=0 split_feature=3 115 47 131 131 31 144 split_gain=4.00078 8.59765 8.47859 8.0844 7.89715 9.97967 8.75573 threshold=1479.113620024503 2.7750000000000004 2.2850000000000006 0.47200000000000003 0.81650000000000011 0.087956043956043964 0.00175 decision_type=2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 -1 right_child=1 3 -4 -5 5 -7 -8 leaf_value=-0.015359681278277115 -4.5211580981698309e-05 0.051847475133012695 0.010490285908359381 0.0077437588514366025 0.011526673758358334 -0.0015081946416951634 0.011774351767595269 leaf_weight=101.98404927179217 2332.8034282780718 6.3103768045548341 117.23380175232887 161.54466446093284 92.160758706973866 1249.8168186248513 20.947624512366019 leaf_count=450 11342 29 490 817 425 6247 96 internal_value=0.000137177 0.00103233 0.000458912 0.00940195 -0.00146252 -0.000613017 -0.010736 internal_weight=4082.8 2617.89 2450.04 167.855 1464.91 1341.98 122.932 internal_count=19896 12678 11832 846 7218 6672 546 is_linear=0 shrinkage=0.0382273 Tree=327 num_leaves=5 num_cat=0 split_feature=103 145 149 3 split_gain=3.98064 4.0471 8.98464 5.21071 threshold=3.3920000000000003 0.16445000000000001 0.61434823896303536 1478.2944974942222 decision_type=2 2 2 2 left_child=1 2 -1 -3 right_child=-2 3 -4 -5 leaf_value=-0.0074466013269885098 -0.028188384896279967 -0.0014375400210896933 0.02239304372997844 0.0014950492853308003 leaf_weight=186.44351559062488 7.2394260168075553 1370.0709086117567 16.011404992663302 2502.8729546398972 leaf_count=848 33 6748 148 12119 internal_value=0.000131897 0.000182207 -0.00508665 0.000457633 internal_weight=4082.64 4075.4 202.455 3872.94 internal_count=19896 19863 996 18867 is_linear=0 shrinkage=0.0382273 Tree=328 num_leaves=8 num_cat=0 split_feature=147 9 147 3 98 145 130 split_gain=3.35164 7.52009 7.03681 6.72956 6.45494 5.69883 3.64908 threshold=0.39487318826102363 1.8452380952380956 0.39965962962395968 1388.1214344456387 0.69782608695652182 0.19495000000000004 1.4720000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 4 5 -3 -1 -2 -4 right_child=2 3 6 -5 -6 -7 -8 leaf_value=0.00285475704495385 -0.035979874196567292 0.015990454358743404 -0.0013027542304166171 -0.020280967801637264 0.025283183724527751 -0.0071688383001979874 0.001058585330910494 leaf_weight=40.086178993806243 12.291756116785107 11.14093095064163 1679.9365656971931 22.713473409414291 35.23311311006546 54.579700851347297 2220.2884460580535 leaf_count=187 97 50 7706 100 148 442 11138 internal_value=1.25165e-05 0.00662016 -0.000169325 -0.00834457 0.0133465 -0.0124649 4.14899e-05 internal_weight=4076.27 109.174 3967.1 33.8544 75.3193 66.8715 3900.23 internal_count=19868 485 19383 150 335 539 18844 is_linear=0 shrinkage=0.0382273 Tree=329 num_leaves=8 num_cat=0 split_feature=29 21 53 38 105 27 86 split_gain=4.0565 10.7323 9.31896 8.40591 5.65531 8.67278 5.94845 threshold=2.8660714285714293 0.35416666666666669 2.7550000000000003 0.20915805399283077 0.37950000000000006 0.50211111111111129 3.3819444444444451 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=0.019978888335189102 -0.0046328440835451019 -0.015082675207727587 0.0146632265166327 0.0037911439357837854 0.0011536011520919551 0.0016442314934704261 -0.0095815373698869191 leaf_weight=54.431389972567558 881.25824919767911 70.486463342618663 19.689626211300492 337.74012042587856 2127.5303615406156 506.53899219166487 78.200492151081562 leaf_count=581 4658 543 86 2104 9276 2275 345 internal_value=1.19412e-05 0.00330363 -0.00858772 0.00603794 -0.000429892 -0.00234174 0.000773003 internal_weight=4075.88 482.348 90.1761 392.172 3593.53 1387.8 2205.73 internal_count=19868 3314 629 2685 16554 6933 9621 is_linear=0 shrinkage=0.0382273 Tree=330 num_leaves=7 num_cat=0 split_feature=35 145 80 38 145 135 split_gain=4.17038 7.31408 4.26424 10.327 6.40178 1.87622 threshold=8.1650000000000009 0.21445000000000003 0.045785126783846462 0.20824230523177764 0.16445000000000001 0.29450000000000004 decision_type=2 2 2 2 2 2 left_child=2 5 3 -1 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=0.0086201397131949221 -0.043006806593155915 0.013421893827240407 -0.006702743414833485 -0.0060624697683965287 0.00088341662759213314 -0.007157539262356679 leaf_weight=85.764236910094041 9.7784280852647516 7.0866202414035788 170.7042191317305 380.8941510093282 3405.4284567055292 2.72897114715306 leaf_count=1096 142 57 742 2907 14813 44 internal_value=-1.2458e-05 -0.0176056 7.28121e-05 -0.00336404 0.000521296 -0.0351855 internal_weight=4062.39 19.594 4042.79 466.658 3576.13 12.5074 internal_count=19801 243 19558 4003 15555 186 is_linear=0 shrinkage=0.0382273 Tree=331 num_leaves=8 num_cat=0 split_feature=79 79 92 16 79 36 148 split_gain=4.18173 13.4955 9.94353 9.37787 6.02829 13.2835 5.98022 threshold=2.4996075448737458 2.4204709237934856 1.0000000180025095e-35 2.5000000000000004 2.5152597294757348 4.245000000000001 0.28438798652351177 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.001873371437391341 0.010287148388858079 -0.027126261959801234 0.0064128911234002202 0.029767202470188138 0.00018222374558677005 -0.011683326515897581 -0.011002503513574876 leaf_weight=278.2387073840946 207.05798325221986 53.164055809378624 17.063446305692196 14.396511659026144 3370.6112486220663 49.906407833099365 71.335465135984123 leaf_count=1153 853 376 113 60 16732 203 311 internal_value=-1.2093e-05 -0.00392824 -0.0189771 -0.000316732 0.000372081 0.00602013 -4.95848e-05 internal_weight=4061.77 362.863 70.2275 292.635 3698.91 256.964 3441.95 internal_count=19801 1702 489 1213 18099 1056 17043 is_linear=0 shrinkage=0.0382273 Tree=332 num_leaves=8 num_cat=0 split_feature=79 79 92 26 79 47 79 split_gain=3.7756 12.5999 8.43367 7.84508 5.64732 11.8082 4.84402 threshold=2.4996075448737458 2.4204709237934856 1.0000000180025095e-35 0.57816666666666683 2.5152597294757348 2.0250000000000004 2.6464528916198518 decision_type=2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 -2 -6 right_child=4 2 -4 -5 6 -7 -8 leaf_value=-0.0026424326449758962 0.00055064663932676092 -0.025914446199321942 0.0046577871949980316 0.015674239979851266 -0.0026876589439999848 0.018554734709022927 0.00077478516471630619 leaf_weight=254.83981607109308 178.46223438158631 52.430818713270128 17.615933924913406 39.461216715164483 755.28136642929167 75.863186292350292 2705.6347996521508 leaf_count=1053 735 377 116 168 3446 311 13664 internal_value=5.90024e-05 -0.00365458 -0.0182259 -0.000186428 0.000423188 0.00592114 1.91701e-05 internal_weight=4079.59 364.348 70.0468 294.301 3715.24 254.325 3460.92 internal_count=19870 1714 493 1221 18156 1046 17110 is_linear=0 shrinkage=0.0382273 Tree=333 num_leaves=8 num_cat=0 split_feature=147 9 110 7 147 92 136 split_gain=3.61419 6.96206 6.95918 6.16312 5.53172 5.20813 4.37638 threshold=0.39487318826102363 1.7928571428571431 6.9500000000000011 -1.3556644624820817 0.39965962962395968 0.10749999999999997 17.050000000000004 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.025497494867737596 -0.016823425635435828 0.0047975941159903107 0.001886336415201762 -0.028198670020580487 0.00056880044219156359 0.0083214162640457452 -0.003137760401878379 leaf_weight=36.579186536371708 51.817722585052252 23.631052575074136 36.388564333319664 12.726828351616858 3361.4152232838678 15.679401097819207 540.32500115624862 leaf_count=165 426 106 157 56 16065 123 2772 internal_value=5.66609e-05 0.00691338 0.0137228 -0.00675274 -0.000132196 -0.0109823 5.55041e-05 internal_weight=4078.56 109.326 72.9678 36.3579 3969.24 67.4971 3901.74 internal_count=19870 484 322 162 19386 549 18837 is_linear=0 shrinkage=0.0382273 Tree=334 num_leaves=8 num_cat=0 split_feature=147 90 56 30 147 105 29 split_gain=4.06504 6.42949 6.63347 5.94077 5.74506 5.2922 4.18819 threshold=0.39487318826102363 0.0070833333333332514 2.0550000000000002 0.18296668260800253 0.39965962962395968 1.1615000000000002 2.5857142857142863 decision_type=2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 -2 -6 right_child=4 3 -4 -5 6 -7 -8 leaf_value=0.010349248250253748 -0.0077344266242454817 0.044260780390756593 -0.011891083211098902 0.003605549162305341 0.0043505066211068106 -0.045389029369895008 -0.00020749255277939426 leaf_weight=58.404356628656387 61.791415330721065 11.886614179238679 29.494076993316412 9.4106210852041823 321.02970093971817 5.9820467606186858 3577.4388709212653 leaf_count=253 509 51 135 45 2510 46 16331 internal_value=0.000176343 0.00745254 0.00288654 0.0262969 -2.39809e-05 -0.0110583 0.000167848 internal_weight=4075.44 109.196 87.8984 21.2972 3966.24 67.7735 3898.47 internal_count=19880 484 388 96 19396 555 18841 is_linear=0 shrinkage=0.0382273 Tree=335 num_leaves=8 num_cat=0 split_feature=115 142 36 142 23 6 141 split_gain=4.46963 8.46356 12.6805 9.89971 7.52963 5.34665 5.18886 threshold=2.7750000000000004 -1.0000000180025095e-35 2.0250000000000004 -1.1379999999999997 4.7083333333333348 1462.4292015484057 0.33550000000000008 decision_type=2 2 2 2 2 2 2 left_child=4 3 -3 -2 6 -6 -1 right_child=1 2 -4 -5 5 -7 -8 leaf_value=0.0011652046164166781 0.018010430700380116 -1.3726874957329849e-05 0.021102491290464188 -0.0076680349864646754 0.031628748580197326 -0.013743920105384597 -0.0018045225699504445 leaf_weight=2326.6995878166636 27.538806337630376 84.057315848185681 82.193213654216379 107.90135225199629 3.9860210667829952 79.119711774983443 1363.6991221688804 leaf_count=11199 171 451 394 544 26 460 6635 internal_value=0.000169528 0.00464693 0.010426 -0.00244683 -0.00018844 -0.0115675 6.78124e-05 internal_weight=4075.2 301.691 166.251 135.44 3773.5 83.1057 3690.4 internal_count=19880 1560 845 715 18320 486 17834 is_linear=0 shrinkage=0.0382273 Tree=336 num_leaves=8 num_cat=0 split_feature=112 107 102 134 93 80 34 split_gain=4.62027 7.88783 16.7872 7.06946 6.58586 6.38803 6.03081 threshold=0.52250000000000008 0.59050000000000014 2.0515000000000003 -0.81099999999999983 15.900000000000002 0.057580777954459206 1.9550000000000003 decision_type=2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 -1 -3 right_child=1 6 -4 4 -6 -7 -8 leaf_value=0.0015168890871476012 -0.010669911888365217 -0.0028317852635999334 0.031150676595115428 -0.0003976627268608293 0.003519056286493751 -0.02619213781519027 0.003004421322848329 leaf_weight=22.29735913942568 231.14609422162175 662.64948134496808 14.932050935924051 1692.1188173880801 996.99291909858584 26.737082932144403 424.48114617913961 leaf_count=184 1027 2969 67 9256 4360 119 1870 internal_value=-0.000106408 -0.00195192 -0.00813218 0.000792175 0.00105447 -0.0135922 -0.000552979 internal_weight=4071.35 1333.21 246.078 2738.15 2689.11 49.0344 1087.13 internal_count=19852 5933 1094 13919 13616 303 4839 is_linear=0 shrinkage=0.0382273 Tree=337 num_leaves=5 num_cat=0 split_feature=96 135 4 135 split_gain=4.10573 3.86443 8.19798 5.16006 threshold=9.5000000000000018 0.83450000000000013 1470.0218464596569 0.51950000000000018 decision_type=2 2 2 2 left_child=1 3 -3 -1 right_child=-2 2 -4 -5 leaf_value=0.00013218707610153976 -0.027758840899893628 0.035894846464125267 0.0022764626536127906 -0.0058919795107644172 leaf_weight=3778.772225719993 7.8285715207457534 13.358703764271921 51.319166925619356 219.87102640606463 leaf_count=18362 38 80 277 1095 internal_value=-0.000102415 -4.91273e-05 0.00922029 -0.000199061 internal_weight=4071.15 4063.32 64.6779 3998.64 internal_count=19852 19814 357 19457 is_linear=0 shrinkage=0.0382273 end of trees feature_importances: Column_148=130 Column_147=104 Column_79=89 Column_80=85 Column_101=84 Column_35=52 Column_150=52 Column_98=47 Column_26=39 Column_100=39 Column_137=35 Column_145=35 Column_27=33 Column_138=33 Column_133=32 Column_149=32 Column_30=30 Column_29=29 Column_102=28 Column_110=28 Column_142=28 Column_47=26 Column_105=25 Column_134=25 Column_3=23 Column_31=23 Column_136=23 Column_92=22 Column_120=22 Column_7=21 Column_53=21 Column_8=20 Column_41=20 Column_103=20 Column_111=20 Column_135=20 Column_40=19 Column_130=19 Column_28=18 Column_0=17 Column_5=17 Column_84=17 Column_114=17 Column_121=17 Column_1=16 Column_51=16 Column_86=16 Column_123=16 Column_146=16 Column_6=15 Column_55=15 Column_132=15 Column_4=13 Column_90=13 Column_96=13 Column_99=13 Column_143=13 Column_34=12 Column_36=12 Column_38=12 Column_46=12 Column_49=12 Column_56=12 Column_85=12 Column_93=12 Column_95=12 Column_141=12 Column_21=10 Column_112=10 Column_122=10 Column_9=9 Column_10=9 Column_125=9 Column_127=9 Column_48=8 Column_54=8 Column_89=8 Column_106=8 Column_2=7 Column_11=7 Column_39=7 Column_42=7 Column_91=7 Column_94=7 Column_107=7 Column_113=7 Column_126=7 Column_144=7 Column_13=6 Column_23=6 Column_77=6 Column_15=5 Column_16=5 Column_19=5 Column_37=5 Column_44=5 Column_52=5 Column_97=5 Column_104=5 Column_116=5 Column_12=4 Column_14=4 Column_119=4 Column_129=4 Column_131=4 Column_17=3 Column_78=3 Column_115=3 Column_20=2 Column_22=2 Column_45=2 Column_50=2 Column_81=2 Column_108=2 Column_109=2 Column_118=2 Column_128=2 Column_18=1 Column_57=1 Column_61=1 Column_67=1 Column_124=1 Column_139=1 Column_151=1 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 1500] [learning_rate: 0.0382273] [num_leaves: 8] [num_threads: 4] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 3] [min_data_in_leaf: 35] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.963728] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 2] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 0.517194] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 3.11665e-06] [lambda_l2: 0.000479305] [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: 17869] [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] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [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: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [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: ] [lambdarank_position_bias_regularization: 0] [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