lightgbm.sklearnLGBMClassifier)}( boosting_typegbdt objective multiclass num_leavesK max_depthJ learning_rateG? n_estimatorsMsubsample_for_binJ@ min_split_gainGmin_child_weightG?PbMmin_child_samplesK subsampleG?͌subsample_freqKcolsample_bytreeG?͌ reg_alphaG reg_lambdaG random_stateMn_jobsJimportance_typesplit_Boosterlightgbm.basicBooster)}(_handleX_tree version=v4 num_class=4 num_tree_per_iteration=4 label_index=0 max_feature_idx=21 objective=multiclass num_class:4 feature_names=duration protocol num_pkts_in num_pkts_out bytes_in bytes_out byte_dist_mean byte_dist_std entropy total_entropy client_ciphers_count client_extensions_count client_key_length server_cipher server_extensions_count supported_groups_count ec_point_formats_count client_tls_version server_tls_version feature1 feature2 feature3 feature_infos=[0:660.07269399999996] [0:6] [0:2448] [0:1955] [0:414098] [0:301983] [0:141.38235294117646] [0:87.708603978410224] [0:7.771415093870111] [0:7.9988892219452286] [0:64] [0:26] [0:0] [0:52392] [0:6] [0:26] [0:3] [0:771] [0:771] [0.0019485353:0.9967765623] [5.8220400000000002e-05:0.99771921929999996] [0.0030980826:0.98645056369999995] tree_sizes=550 859 848 847 912 878 868 870 908 873 879 877 903 875 871 878 900 883 869 878 909 876 875 875 903 874 874 879 897 870 871 876 899 882 874 871 901 878 878 871 898 881 879 883 905 876 876 876 899 872 885 876 911 884 879 878 899 881 879 880 904 876 882 875 908 874 884 880 902 882 882 874 905 878 878 886 905 885 873 882 902 878 885 885 909 881 880 876 911 880 883 882 907 880 883 880 905 873 871 879 907 879 874 881 914 882 880 890 915 882 884 885 911 886 887 882 918 885 889 884 915 874 885 880 915 880 888 885 916 883 876 881 915 878 881 891 912 880 888 880 915 882 892 884 913 880 888 881 915 883 880 891 911 883 883 895 910 883 885 888 911 881 883 887 917 879 892 874 913 886 889 873 912 881 881 885 915 883 892 894 917 879 878 872 916 886 891 874 920 876 897 893 912 877 891 889 917 893 875 878 918 886 889 882 911 885 895 886 912 889 885 876 914 893 890 890 916 884 893 881 919 881 886 898 917 892 896 889 919 883 896 901 913 896 895 879 916 881 890 898 920 887 887 888 920 893 895 895 923 882 881 897 920 882 892 882 923 890 894 901 921 887 889 882 914 886 887 894 926 891 896 886 920 882 891 885 924 893 884 886 925 889 888 898 913 886 891 876 923 894 887 901 925 902 891 895 924 889 897 885 921 895 884 900 919 891 899 895 918 890 891 904 915 902 879 902 923 887 890 888 918 898 895 904 913 887 890 890 927 907 900 895 916 891 896 889 915 894 894 900 928 904 888 884 928 890 894 894 927 894 902 878 926 889 890 884 928 894 893 884 926 889 894 894 929 907 899 902 930 890 899 898 929 882 896 902 933 898 888 899 931 891 881 889 931 889 886 905 936 892 896 896 931 889 899 893 936 888 899 900 935 894 889 901 936 902 890 893 938 898 904 899 937 905 904 890 936 906 905 883 937 908 887 895 939 893 908 897 939 893 892 882 939 905 899 884 937 890 903 890 936 899 903 898 941 900 901 906 935 901 889 906 937 887 893 899 935 892 907 893 942 884 898 899 937 898 896 903 939 911 893 899 939 896 901 891 933 896 892 906 939 888 906 897 942 908 903 905 938 906 902 876 935 891 898 891 939 894 906 890 936 886 892 881 941 893 904 890 939 888 907 884 943 910 895 894 940 888 908 905 934 912 900 905 940 894 903 891 946 899 901 907 945 897 892 893 941 893 892 891 944 897 896 899 943 903 906 888 Tree=0 num_leaves=4 num_cat=0 split_feature=2 19 0 split_gain=972 1.13687e-13 2.84217e-14 threshold=1.0000000180025095e-35 0.82153055920000007 60.010992000000009 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0862943615154153 -1.4862943540832312 -1.0862943615154153 -1.4862943540832312 leaf_weight=64.960395991802216 235.57305459678173 16.03960394859314 7.4269429445266715 leaf_count=81 1180 20 15 internal_value=-1.38629 -1.08629 -1.48629 internal_weight=324 81 243 internal_count=1296 101 1195 is_linear=0 shrinkage=1 Tree=1 num_leaves=7 num_cat=0 split_feature=1 0 0 2 6 0 split_gain=128.793 293.619 56.9137 37.08 68.3871 28.5943 threshold=1.0000000180025095e-35 2.5082350000000004 0.0080415000000000018 6.5000000000000009 84.576699671557861 5.1000000000000006e-05 decision_type=10 10 10 10 10 10 left_child=-1 2 5 4 -4 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-1.4755844914792986 -1.193544544997766 -1.4497884462520014 -1.1202069897027829 -1.1138825223477034 -1.4072552209319871 -1.4312119770310479 leaf_weight=107.79599311202765 7.5055256411433247 116.2966435700655 17.802419804036617 43.500226251780987 15.548818744719027 15.550370357930658 leaf_count=180 63 326 178 441 58 50 internal_value=-1.38629 -1.34178 -1.21604 -1.1747 -1.25403 -1.35384 internal_weight=324 216.204 99.9074 76.8515 33.3512 23.0559 internal_count=1296 1116 790 677 236 113 is_linear=0 shrinkage=1 Tree=2 num_leaves=7 num_cat=0 split_feature=9 5 0 4 0 3 split_gain=260.171 56.1413 51.9805 25.9715 27.0585 22.959 threshold=7.9437010385145879 11939.000000000002 19.409948500000002 22675.500000000004 5.0142200000000008 9.5000000000000018 decision_type=8 10 10 10 10 10 left_child=2 3 5 4 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-1.4655705086976718 -1.3088356857564616 -1.1235299029080048 -1.2745741641158084 -1.4615473626594262 -1.1299560235839667 -1.373420732718992 leaf_weight=190.66065540909767 35.624924942851067 29.408320307731628 17.729337967932224 7.9832362011075011 11.088393695652483 31.505128957331181 leaf_count=792 148 79 69 33 33 142 internal_value=-1.38629 -1.23495 -1.43935 -1.29486 -1.26637 -1.4525 internal_weight=324 84.1049 239.895 54.6966 46.7133 222.166 internal_count=1296 293 1003 214 181 934 is_linear=0 shrinkage=1 Tree=3 num_leaves=7 num_cat=0 split_feature=0 10 9 0 13 2 split_gain=174.416 116.043 118.27 75.8858 27.9824 28.435 threshold=4.9691275000000017 35.000000000000007 7.3929686375397736 17.877716500000002 49197.000000000007 5.5000000000000009 decision_type=8 10 10 8 8 10 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-1.4862943717438668 -1.128034251039012 -1.0862943598965236 -1.4719021088677446 -1.3429028849259235 -1.3540758392507062 -1.4622216129383812 leaf_weight=94.010638982057571 26.962608672678471 21.633539974689484 41.948004983365536 42.103386208415031 47.183320440351963 50.158498220145702 leaf_count=202 61 43 136 135 310 409 internal_value=-1.38629 -1.29817 -1.33946 -1.25902 -1.44738 -1.4098 internal_weight=324 132.648 111.014 69.066 191.352 97.3418 internal_count=1296 375 332 196 921 719 is_linear=0 shrinkage=1 Tree=4 num_leaves=7 num_cat=0 split_feature=1 0 0 10 7 2 split_gain=705.555 0.00316552 0.00164989 0.000952254 0.00136942 0.00222612 threshold=1.0000000180025095e-35 0.0080415000000000018 5.1000000000000006e-05 35.000000000000007 42.71749970957368 6.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.22741606294462688 -0.097130924581047953 -0.096341025265185745 -0.09839996350860046 -0.096091138656510033 -0.097881107118406779 -0.096693452001534549 leaf_weight=95.484629392623901 32.179672963917255 58.967563651502132 15.029790751636027 29.126050665974617 20.352880820631981 70.277685537934303 leaf_count=101 142 378 50 140 85 400 internal_value=-0.000488893 -0.0968066 -0.0975349 -0.0966143 -0.0967161 -0.0969602 internal_weight=321.418 225.934 47.2095 178.724 149.598 90.6306 internal_count=1296 1195 192 1003 863 485 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=7 num_cat=0 split_feature=1 0 0 0 8 9 split_gain=106.599 213.525 39.1694 28.4462 24.0945 32.7312 threshold=1.0000000180025095e-35 2.7156310000000006 0.0053650000000000008 5.1000000000000006e-05 6.8239545792997527 7.8940394556583078 decision_type=10 10 10 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.085351925658208497 0.155786518111066 -0.060064914757848531 0.18620006210121079 -0.082333539296850736 -0.083950833351488535 0.24110530945346503 leaf_weight=100.41365910321474 8.3682194277644175 109.81530613452196 77.353443004190922 12.526885613799093 8.1406292021274549 5.0006251484155646 leaf_count=180 63 322 635 30 19 47 internal_value=9.70321e-05 0.0388857 0.136438 0.0130305 0.164932 0.0397424 internal_weight=321.619 221.205 111.39 20.8951 90.4947 13.1413 internal_count=1296 1116 794 93 701 66 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=7 num_cat=0 split_feature=9 0 10 19 10 5 split_gain=195.571 41.752 36.1235 23.113 22.1582 34.0968 threshold=7.9437010385145879 19.409948500000002 35.000000000000007 0.090384911050000016 30.500000000000004 6386.0000000000009 decision_type=8 10 8 10 10 10 left_child=1 -1 4 -4 5 -2 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.061964387153944291 -0.056692348939303597 0.092530337219583467 -0.099427515062914099 0.089612509413583744 0.23912558528505659 0.18002462806013148 leaf_weight=210.52277433127165 8.4346714988350886 19.077587805688381 8.5427208095788938 26.626704432070255 26.638688862323761 21.842484779655933 leaf_count=934 73 69 32 74 47 67 internal_value=0.000251927 -0.0491274 0.123372 0.0436943 0.172606 0.11408 internal_weight=321.686 229.6 92.0853 35.1694 56.9158 30.2772 internal_count=1296 1003 293 106 187 140 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=7 num_cat=0 split_feature=0 10 9 0 4 3 split_gain=136.947 75.2568 90.7329 48.5446 20.51 67.4868 threshold=4.9691275000000017 35.000000000000007 7.3929686375397736 17.877716500000002 163.00000000000003 2.5000000000000004 decision_type=8 10 10 8 10 10 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.088876386120942841 0.20030459641485537 0.23063169375324311 -0.082222203966202709 0.036804509860567443 0.15552349207942359 -0.065804443608590529 leaf_weight=95.748600572347641 31.144678927958012 25.317725658416748 39.629007413983345 43.555449075996876 17.210310116410255 69.054192505776882 leaf_count=271 61 43 136 135 78 572 internal_value=0.000139558 0.0746321 0.0400867 0.104973 -0.0570138 -0.0216481 internal_weight=321.66 139.647 114.329 74.7001 182.013 86.2645 internal_count=1296 375 332 196 921 650 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=7 num_cat=0 split_feature=1 0 0 10 6 4 split_gain=549.39 0.00737254 0.00515416 0.00256063 0.00317171 0.00342752 threshold=1.0000000180025095e-35 0.0061140000000000005 5.1000000000000006e-05 32.000000000000007 84.261706241844635 4871.0000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.18723906831494991 -0.094662581658251338 -0.09346508360557651 -0.097104900131447319 -0.093111038156677914 -0.09507273159513234 -0.093776698851583129 leaf_weight=103.72803044319153 30.08442310988903 51.172482192516327 12.122606024146078 34.045206278562546 43.760623626410961 38.234112240374088 leaf_count=101 142 370 35 158 266 224 internal_value=-0.000963857 -0.0941831 -0.0953641 -0.093885 -0.0940828 -0.0944684 internal_weight=313.147 209.419 42.207 167.212 133.167 81.9947 internal_count=1296 1195 177 1018 860 490 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=7 num_cat=0 split_feature=13 0 16 7 0 0 split_gain=90.5899 102.366 56.6418 35.8718 34.4163 24.3543 threshold=50796.000000000007 2.7156310000000006 2.0000000000000004 73.565496186226582 0.0042110000000000003 5.1000000000000006e-05 decision_type=8 8 10 10 10 10 left_child=2 4 -1 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.072703360323434982 0.1289226446843125 -0.062963453888517235 0.19581765241579302 0.11783402145883998 0.15588188802720254 -0.09270626846356822 leaf_weight=138.08383136987686 9.0306261405348796 66.082399889826775 8.329482249915598 13.159443512558935 70.119825445115566 10.994723387062548 leaf_count=320 63 194 71 90 534 24 internal_value=0.000180932 0.0499757 -0.0574271 -0.032939 0.122862 0.00723945 internal_weight=315.8 169.387 146.413 79.2418 90.1452 20.0253 internal_count=1296 905 391 284 621 87 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=7 num_cat=0 split_feature=9 5 8 13 3 0 split_gain=150.524 34.7953 41.6797 33.2095 26.3036 42.8563 threshold=7.9437010385145879 59.000000000000007 5.1961442471023433 27019.000000000004 6.5000000000000009 0.0093560000000000015 decision_type=8 10 10 8 10 10 left_child=1 -1 4 -4 5 -3 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.094532385578662392 0.10409618849262237 0.24499676943872029 0.18459606617824703 -0.068187144434580405 0.18076286387914814 -0.048644386299782738 leaf_weight=86.974541127681732 97.206845492124557 6.3155186176300075 5.5433202534914008 83.226148314774036 13.865321494638918 23.333983682096004 leaf_count=221 293 13 25 518 33 193 internal_value=0.000517663 -0.0454031 -0.0131015 -0.0524018 0.0670702 0.0139029 internal_weight=316.466 219.259 132.284 88.7695 43.5148 29.6495 internal_count=1296 1003 782 543 239 206 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=7 num_cat=0 split_feature=0 9 8 10 13 4 split_gain=108.674 54.4405 44.8687 44.2352 24.075 25.5997 threshold=4.9691275000000017 7.9324736888346079 5.2202683346802798 35.000000000000007 49197.000000000007 4433.0000000000009 decision_type=8 10 10 10 8 10 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.093576187763967811 0.042861578457967398 -0.088340103388902413 0.17424780632336295 0.18861784586581176 0.017419049985840079 -0.095091413592892124 leaf_weight=79.626696474850178 57.948378853499889 31.323511622846127 47.133570402860641 7.0681647062301627 63.105552032589912 29.760287754237652 leaf_count=202 168 112 84 11 461 258 internal_value=0.000255939 0.0645606 0.101794 -0.0373503 -0.0532305 -0.0186367 internal_weight=315.966 143.474 105.082 38.3917 172.493 92.8658 internal_count=1296 375 252 123 921 719 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=7 num_cat=0 split_feature=2 0 0 10 6 2 split_gain=439.482 0.00626002 0.00492312 0.0038585 0.00358593 0.00204337 threshold=1.0000000180025095e-35 0.0061140000000000005 5.1000000000000006e-05 35.000000000000007 85.42828976822706 11.500000000000002 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.16032361171251491 -0.091339432248972341 -0.091199336451111598 -0.094902852747611066 -0.090520123606888908 -0.09264502405867947 -0.091742201058926443 leaf_weight=107.55219507217407 5.8753769397735622 51.024814330041409 11.39947412163019 24.085560023784637 54.282365713268518 46.582394018769264 leaf_count=101 63 390 35 140 272 295 internal_value=-0.00170065 -0.0918743 -0.0936909 -0.091696 -0.0918825 -0.0922281 internal_weight=300.802 193.25 17.2749 175.975 151.89 100.865 internal_count=1296 1195 98 1097 957 567 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=7 num_cat=0 split_feature=1 0 2 7 4 5 split_gain=74.6206 130.082 23.7061 39.6982 19.5079 21.2411 threshold=1.0000000180025095e-35 2.5082350000000004 6.5000000000000009 72.192781170150241 395.00000000000006 126.00000000000001 decision_type=10 10 10 8 10 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.078542309023301352 0.10476829437113387 -0.057794915956173032 0.14449212572872619 -0.080681871436694946 -0.065162236809790386 0.27921942650840353 leaf_weight=86.19699265062809 43.885198727250099 3.9326108619570723 61.548992738127708 15.662592455744742 93.508217349648476 3.565974697470665 leaf_count=180 289 12 463 38 277 37 internal_value=0.000429853 0.0310784 0.100972 0.0559902 -0.0527172 0.102473 internal_weight=308.301 222.104 121.097 59.5478 101.007 7.49859 internal_count=1296 1116 790 327 326 49 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=7 num_cat=0 split_feature=3 10 13 5 0 5 split_gain=119.882 46.624 30.578 22.5778 35.8005 21.624 threshold=9.5000000000000018 35.000000000000007 50796.000000000007 59.000000000000007 0.0042110000000000003 41149.000000000007 decision_type=8 10 8 10 10 10 left_child=3 2 -2 -1 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=-0.091866656840229266 0.15116622725216547 -0.09518625483841682 0.01978865207340089 0.15138812332265911 -0.041197451857950616 0.17282334764026921 leaf_weight=79.422716952860355 53.019191905856133 14.445154830813406 50.627964913845062 10.805732399225233 90.446049451828003 11.292821027338503 leaf_count=221 132 61 193 22 642 25 internal_value=0.000666538 0.0741449 0.0954257 -0.051953 -0.0206444 0.0476984 internal_weight=310.06 129.385 114.94 180.674 101.252 61.9208 internal_count=1296 411 350 885 664 218 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 8 split_gain=89.8243 58.0225 45.8627 26.1962 24.4498 21.4972 threshold=49191.500000000007 41.000000000000007 7.8465803564189374 163.00000000000003 1.0000000180025095e-35 6.7585825373291648 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.091144006331809732 -0.062991078323988509 0.16205348887748661 -0.080004181537056143 0.20572484213320746 0.032197487003279075 0.21371136672968874 leaf_weight=79.341004848480225 22.224249698221684 29.962534829974174 42.020741820335388 9.8673988580703718 118.15142866224051 6.9060890972614279 leaf_count=219 176 60 247 16 559 19 internal_value=0.000558783 0.0323124 0.0127946 0.0376084 0.0541787 0.0422213 internal_weight=308.473 229.132 199.17 157.149 134.925 125.058 internal_count=1296 1077 1017 770 594 578 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=7 num_cat=0 split_feature=1 10 6 5 5 8 split_gain=359.233 0.00628105 0.00351462 0.00254804 0.00200308 0.00239238 threshold=1.0000000180025095e-35 25.000000000000004 84.576699671557861 1057.5000000000002 17305.000000000004 6.8666731730778698 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 -3 5 -4 right_child=1 3 4 -5 -6 -7 leaf_value=0.14161899970476297 -0.089625351678498458 -0.091817671561863295 -0.090624550900986311 -0.088681810458223709 -0.089493729698986349 -0.092276678657830971 leaf_weight=107.62175095081329 55.447624433785677 2.7576928436756125 53.977711703628302 42.906820509582758 12.164766170084475 10.463934339582918 leaf_count=101 459 7 352 264 52 61 internal_value=-0.0025669 -0.0898822 -0.0902317 -0.0888712 -0.0906707 -0.0908928 internal_weight=285.34 177.719 132.054 45.6645 76.6064 64.4416 internal_count=1296 1195 924 271 465 413 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=7 num_cat=0 split_feature=13 0 16 7 0 0 split_gain=63.6682 62.3444 38.7283 29.5537 24.3685 17.7486 threshold=50796.000000000007 2.7156310000000006 2.0000000000000004 73.565496186226582 0.0042110000000000003 5.1000000000000006e-05 decision_type=8 8 10 10 10 10 left_child=2 4 -1 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.066547891593753405 0.095520683965828079 -0.057374582636510844 0.15072428356329864 0.10461154463523553 0.12152320747032158 -0.091440524278362009 leaf_weight=121.00193797796965 9.7390053793787974 60.562129236757755 8.8005656749010068 13.836241476237772 74.499375261366367 10.608707204461096 leaf_count=320 63 194 71 90 534 24 internal_value=0.000870605 0.0412792 -0.0518169 -0.0272492 0.0950331 -0.00195547 internal_weight=299.048 169.245 129.803 74.3984 94.8471 20.3477 internal_count=1296 905 391 284 621 87 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=7 num_cat=0 split_feature=3 10 10 9 0 5 split_gain=94.9414 36.3147 25.2534 22.4317 22.0642 18.9583 threshold=9.5000000000000018 35.000000000000007 30.500000000000004 7.9567272996952356 19.409948500000002 23740.500000000004 decision_type=8 10 10 8 10 10 left_child=3 2 5 4 -1 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.066096578235181544 0.026421983386937822 -0.092449020683097127 0.15538755641224034 0.1652762952104464 0.060497784143016403 0.13775949516361613 leaf_weight=150.56126770377159 63.894371278584003 13.200682401657103 33.84186664968729 4.7770612537860861 15.153276845812796 20.10656500607729 leaf_count=817 243 61 58 11 57 49 internal_value=0.000832378 0.0648357 0.0824547 -0.048362 -0.0545205 0.0530719 internal_weight=301.535 131.043 117.843 170.492 165.715 84.0009 internal_count=1296 411 350 885 874 292 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=7 num_cat=0 split_feature=13 10 3 4 4 4 split_gain=75.9371 45.1702 31.7141 25.9097 23.7488 22.4845 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 163.00000000000003 2363.0000000000005 24642.000000000004 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=-0.08893457755982466 -0.059283029998288432 0.14237519020388517 -0.069455370935927851 0.07632335828461112 -0.094282500476921799 0.072263339602284302 leaf_weight=71.831745333969593 21.202687360346317 30.432767271995544 57.408096589148045 96.382830910384655 8.9139256700873357 13.907169893383978 leaf_count=219 176 60 344 360 86 51 internal_value=0.000736797 0.0289573 0.0115085 0.0415723 0.0618807 -0.0418188 internal_weight=300.079 228.247 197.815 126.499 105.297 71.3153 internal_count=1296 1077 1017 622 446 395 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=4 10 0 0 9 11 split_gain=300.898 0.00871664 0.00412875 0.00466416 0.00397253 0.00354015 threshold=1.0000000180025095e-35 25.000000000000004 0.0080415000000000018 5.1000000000000006e-05 7.4755209420133424 11.500000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -3 -4 right_child=1 4 5 -5 -6 -7 leaf_value=0.12872080139729447 -0.088836559389447331 -0.090283201301257998 -0.088064159246621129 -0.091396457709717563 -0.086686009917871662 -0.090004047085396222 leaf_weight=105.0485326051712 23.995973087847233 3.3416689634323111 77.356854718178511 10.118903927505015 37.764323629438877 10.709776505827902 leaf_count=101 142 9 694 44 262 44 internal_value=-0.00330274 -0.0882381 -0.0886619 -0.0895959 -0.0869784 -0.0883001 internal_weight=268.336 163.288 122.182 34.1149 41.106 88.0666 internal_count=1296 1195 924 186 271 738 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=21 0 0 0 0 2 split_gain=54.0659 83.8514 22.0763 17.1653 24.0967 11.9193 threshold=0.90397455945000005 2.7156310000000006 0.0053650000000000008 30.036528000000001 40.875559000000003 6.5000000000000009 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 -3 -5 -4 right_child=1 3 5 4 -6 -7 leaf_value=-0.075149663695848676 -0.010187791141715712 -0.069829274951817052 0.057750648591275391 0.16536493354622972 -0.060697538887121316 0.12640123127295641 leaf_weight=70.263520047068596 23.132687740027905 72.065646186470985 43.336047559976578 8.2711613699793833 10.967624403536318 60.736516170203686 leaf_count=168 96 223 251 65 34 459 internal_value=0.00115546 0.025692 0.0781743 -0.0474264 0.0364915 0.097815 internal_weight=288.773 218.51 127.205 91.3044 19.2388 104.073 internal_count=1296 1128 806 322 99 710 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=7 num_cat=0 split_feature=3 10 5 0 10 9 split_gain=76.9458 28.9606 20.3095 28.3681 20.2169 16.5756 threshold=9.5000000000000018 35.000000000000007 59.000000000000007 0.0042110000000000003 30.500000000000004 7.9567272996952356 decision_type=8 10 10 10 10 10 left_child=2 4 -1 -4 -2 -5 right_child=1 -3 3 5 -6 -7 leaf_value=-0.087888735863264025 0.046873637415397212 -0.09012235533023949 0.13185969551941945 -0.047177257613105358 0.13824805420091729 0.14122359548845689 leaf_weight=66.036702938377857 84.985768549144268 11.995916321873663 11.460927225649355 78.32132663205266 33.861771374940872 4.9659581482410422 leaf_count=221 292 61 22 631 58 11 internal_value=0.00102011 0.057961 -0.0453172 -0.0156461 0.0729078 -0.035944 internal_weight=291.628 130.843 160.785 94.7482 118.848 83.2873 internal_count=1296 411 885 664 350 642 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 8 split_gain=64.4054 35.7262 33.4916 17.8724 17.0247 19.1396 threshold=49191.500000000007 41.000000000000007 7.8465803564189374 163.00000000000003 1.0000000180025095e-35 4.4954850976912946 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.08708587622934566 -0.056854291398760942 0.12735425197648592 -0.075505445993175657 0.1662795903079787 -0.057303579547734018 0.049786692402233462 leaf_weight=64.698174383491278 20.462334610521793 30.17881815880537 36.79602575302124 10.406001031398771 19.732015207409859 108.22300638258457 leaf_count=219 176 60 247 16 112 466 internal_value=0.00087811 0.0260825 0.010459 0.0303752 0.0432756 0.0332722 internal_weight=290.496 225.798 195.619 158.823 138.361 127.955 internal_count=1296 1077 1017 770 594 578 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=7 num_cat=0 split_feature=1 10 0 0 11 0 split_gain=253 0.0103819 0.00314141 0.00365643 0.00428311 0.00216019 threshold=1.0000000180025095e-35 25.000000000000004 0.0061140000000000005 2.5082350000000004 7.5000000000000009 5.1000000000000006e-05 decision_type=8 10 8 8 10 10 left_child=-1 2 5 4 -4 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=0.11848860780147058 -0.086966029583748411 -0.085306335946651712 -0.085709534781679073 -0.087510416272459979 -0.088416244438361588 -0.089634808589658097 leaf_weight=100.36093068122864 4.6990728415548793 36.719010934233665 29.145822543650866 63.089812196791172 7.3131492733955374 8.5541177093982679 leaf_count=101 63 271 470 313 46 32 internal_value=-0.00432939 -0.0867668 -0.0872423 -0.0870497 -0.0862525 -0.0886886 internal_weight=249.882 149.521 112.802 99.5488 36.459 13.2532 internal_count=1296 1195 924 829 516 95 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=7 num_cat=0 split_feature=21 0 2 11 4 0 split_gain=45.4517 68.76 18.5532 18.3473 14.8775 14.518 threshold=0.90397455945000005 2.5082350000000004 8.5000000000000018 11.500000000000002 395.00000000000006 0.0042110000000000003 decision_type=8 10 10 10 10 8 left_child=-1 2 3 5 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.072312543025653209 -0.011237721075658715 0.086370534924997619 0.12056655235511671 -0.10420929408644611 -0.057134444577772607 0.087142944908268072 leaf_weight=64.089735180139542 21.525481313467026 7.9413340836763373 47.260712489485741 7.8050036430358878 80.008678287267685 49.478327579796314 leaf_count=168 90 49 361 15 277 336 internal_value=0.00156288 0.0236854 0.0710282 0.0413207 -0.0441768 0.0573179 internal_weight=278.109 214.02 126.07 78.8088 87.95 71.0038 internal_count=1296 1128 802 441 326 426 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=7 num_cat=0 split_feature=3 10 5 8 9 10 split_gain=62.6101 23.3012 18.7548 25.6147 18.4429 17.1838 threshold=9.5000000000000018 35.000000000000007 59.000000000000007 5.2436569921791092 7.9567272996952356 30.500000000000004 decision_type=8 10 10 10 10 10 left_child=2 5 -1 -4 -5 -2 right_child=1 -3 3 4 -6 -7 leaf_value=-0.086215423490304949 0.041397408663377981 -0.088136689223892506 0.05036604878719262 -0.075642542880621 0.12588562175734341 0.12621065071104126 leaf_weight=59.460400439798832 85.829597383737564 10.841484833508728 36.864790443331003 50.033514313399792 4.9943591952323905 33.101782239973545 leaf_count=221 292 61 232 421 11 58 internal_value=0.00124419 0.0522096 -0.0424545 -0.0141383 -0.0573517 0.0650032 internal_weight=281.126 129.773 151.353 91.8927 55.0279 118.931 internal_count=1296 411 885 664 432 350 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=7 num_cat=0 split_feature=13 10 3 0 4 8 split_gain=54.8284 29.0509 21.8069 19.3031 19.1819 19.0842 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 2.7156310000000006 24642.000000000004 6.0124073458263707 decision_type=8 10 10 10 10 10 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.085481842905983096 -0.0092012371022672113 0.11638742960684452 -0.065100115382377963 0.093503815228232853 0.067818460118452648 0.12999180958021067 leaf_weight=58.044530991464853 78.131996646523476 29.330571226775646 51.862126916646957 37.904070816934109 13.73202023655176 11.270986296236513 leaf_count=219 489 60 344 103 51 30 internal_value=0.00106113 0.0236652 0.00956684 0.0337012 -0.0372738 0.00834676 internal_weight=280.276 222.232 192.901 127.307 65.5941 89.403 internal_count=1296 1077 1017 622 395 519 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=7 num_cat=0 split_feature=1 10 4 11 9 2 split_gain=214.751 0.0112085 0.00236178 0.00273544 0.00214748 0.00128764 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 10.500000000000002 7.4755209420133424 11.500000000000002 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 -3 -5 right_child=1 4 3 5 -6 -7 leaf_value=0.11064275113589282 -0.089416332276548993 -0.086578982806916116 -0.085647253988581779 -0.088059361811257189 -0.08365465810072846 -0.086434245296717629 leaf_weight=94.331808686256409 2.0104833245277396 2.7408625185489646 75.324052657932043 6.4256897121667889 29.966902419924736 20.210517968982458 leaf_count=101 22 9 773 21 262 108 internal_value=-0.00541462 -0.0855143 -0.0860222 -0.0859553 -0.0838997 -0.0868263 internal_weight=231.01 136.679 103.971 101.96 32.7078 26.6362 internal_count=1296 1195 924 902 271 129 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=13 0 16 0 0 2 split_gain=39.3795 30.8865 23.9699 16.7671 18.9993 15.6559 threshold=50796.000000000007 2.7156310000000006 2.0000000000000004 30.036528000000001 47.407128000000007 8.5000000000000018 decision_type=8 8 10 10 8 10 left_child=2 5 -1 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=-0.059198268461945591 0.040670848737708237 -0.044722656039781594 0.11960446187746726 0.1542874616781334 -0.093076881592923696 0.12667168994712016 leaf_weight=97.441962040960789 61.706285074353218 52.799444474279881 8.122514069080351 9.9219032227992976 4.5193215608596811 32.220466434955597 leaf_count=320 350 198 71 75 11 271 internal_value=0.00203579 0.0331327 -0.0454405 -0.018607 0.0768758 0.0701724 internal_weight=266.732 161.167 105.564 67.2407 14.4412 93.9268 internal_count=1296 905 391 284 86 621 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=7 num_cat=0 split_feature=3 10 2 10 5 4 split_gain=50.2113 32.9425 21.3949 26.5603 31.3416 13.849 threshold=6.5000000000000009 35.000000000000007 7.5000000000000009 30.500000000000004 7237.0000000000009 6106.0000000000009 decision_type=8 10 8 10 8 10 left_child=5 2 -2 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.057784218380416787 0.17421111254016561 -0.086190062670192635 -0.071198895259264677 0.11832353159098913 0.053596244092487769 0.11054371269929245 leaf_weight=106.48213924467564 13.442742630839346 18.961927909404039 29.437741354107857 33.179754808545113 63.610986277461052 5.122878596186637 leaf_count=609 23 141 259 60 169 35 internal_value=0.00133283 0.0374882 0.0542789 0.0415066 0.0141149 -0.0500577 internal_weight=270.238 158.633 139.671 126.228 93.0487 111.605 internal_count=1296 652 511 488 428 644 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 8 split_gain=47.0852 23.8097 25.3497 14.3068 12.131 15.4215 threshold=49191.500000000007 41.000000000000007 7.8465803564189374 163.00000000000003 1.0000000180025095e-35 4.4954850976912946 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.08417046069354478 -0.054265072408259035 0.10761697667830741 -0.071885028153163014 0.14182237052915697 -0.054365401608214396 0.043142541738112404 leaf_weight=52.024608187377453 19.655886203050613 28.107873320579529 32.17500164359808 10.209721863269804 19.078317765146494 108.25634353235364 leaf_count=219 176 60 247 16 112 466 internal_value=0.00128991 0.0217331 0.00898582 0.0255381 0.0369424 0.0285331 internal_weight=269.508 217.483 189.375 157.2 137.544 127.335 internal_count=1296 1077 1017 770 594 578 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=7 num_cat=0 split_feature=1 10 0 0 13 9 split_gain=184.975 0.0113093 0.00340029 0.0028921 0.00469638 0.00154269 threshold=1.0000000180025095e-35 25.000000000000004 0.0053650000000000008 2.5082350000000004 50796.000000000007 7.4755209420133424 decision_type=8 10 8 8 8 10 left_child=-1 2 -2 4 -4 -3 right_child=1 5 3 -5 -6 -7 leaf_value=0.10485610247941897 -0.086571911045518674 -0.085095048344462632 -0.086055759070379725 -0.085177469076882478 -0.083224361960111098 -0.082482471009663993 leaf_weight=87.978578388690948 11.476034682244061 2.470218941569331 7.9103823006153133 53.920867569744587 22.580708846449852 26.578921968117356 leaf_count=101 91 9 92 313 428 262 internal_value=-0.00621726 -0.0844332 -0.0849569 -0.0847373 -0.0839589 -0.0827046 internal_weight=212.916 124.937 95.888 84.412 30.4911 29.0491 internal_count=1296 1195 924 833 520 271 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=7 num_cat=0 split_feature=2 0 2 6 0 0 split_gain=33.5223 50.7936 14.7477 14.4187 10.916 11.0009 threshold=1.0000000180025095e-35 2.5082350000000004 8.5000000000000018 84.576699671557861 0.0031780000000000007 5.1000000000000006e-05 decision_type=8 8 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.08331751358073021 0.073131918780142066 -0.035915927015834237 0.10632288191952477 -0.01807063261964582 0.11006569417321084 -0.094751748916375889 leaf_weight=38.805101871490479 9.8355978205800074 97.706023991107941 45.195289745926857 31.086992330849171 27.089002966880798 6.4710832685232154 leaf_count=101 63 405 361 141 211 14 internal_value=0.00229871 0.017582 0.0612582 0.0339134 0.0711527 0.00650958 internal_weight=256.189 217.384 119.678 74.4827 43.3957 16.3067 internal_count=1296 1195 790 429 288 77 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=7 num_cat=0 split_feature=5 5 0 0 10 13 split_gain=43.3639 23.4106 15.9217 20.5818 12.8395 17.7329 threshold=59.000000000000007 30124.500000000004 0.0080415000000000018 5.0078825000000009 35.000000000000007 50796.000000000007 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.083764332874902522 0.1019277069171064 0.1072522257998603 -0.050921183989707831 0.10944245786008731 -0.084547882353835535 0.011006306626151478 leaf_weight=48.59706449136138 16.469322927296162 27.397118493914604 55.417456571012735 23.996118202805519 9.9752757400274259 77.108026742935181 leaf_count=221 47 58 649 45 38 238 internal_value=0.00137449 0.0210428 0.00813395 -0.00114382 0.0236901 0.0343692 internal_weight=258.96 210.363 182.966 166.497 111.079 101.104 internal_count=1296 1075 1017 970 321 283 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=7 num_cat=0 split_feature=13 10 9 8 0 8 split_gain=40.096 19.6258 21.5242 12.4774 16.6527 14.5325 threshold=49191.500000000007 41.000000000000007 7.8465803564189374 6.7963979550449611 2.7156310000000006 4.4954850976912946 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.082956612737286856 -0.024501812294435328 0.10012776446324892 -0.069577148043770617 0.1539167155196616 0.01007270801167331 0.091250252592322667 leaf_weight=46.21789163351059 58.574816703796387 26.614939771592617 29.792517833411694 6.9732752442359915 52.927764065563679 37.805176705121994 leaf_count=219 534 60 247 14 148 74 internal_value=0.0014635 0.0198083 0.0083198 0.0231696 0.0170632 0.0438965 internal_weight=258.906 212.688 186.074 156.281 149.308 90.7329 internal_count=1296 1077 1017 770 756 222 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=7 num_cat=0 split_feature=1 10 0 7 0 5 split_gain=158.331 0.0101755 0.00285834 0.00271521 0.00224458 0.00123181 threshold=1.0000000180025095e-35 25.000000000000004 0.0053650000000000008 37.403523016077571 2.7156310000000006 12842.500000000002 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 4 -4 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.099734030341971147 -0.085515800536586958 -0.08172159417564262 -0.081958834985834353 -0.084432011307736754 -0.083739033815484684 -0.082965757993524028 leaf_weight=80.563432991504669 10.632797949016092 25.845765519887209 12.022294342517855 41.442812442779541 17.238278906792402 6.648831743746995 leaf_count=101 91 271 296 403 91 43 internal_value=-0.00754183 -0.083466 -0.0839785 -0.0837672 -0.0830076 -0.0842293 internal_weight=194.394 113.831 87.985 77.3522 29.2606 48.0916 internal_count=1296 1195 924 833 387 446 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=7 num_cat=0 split_feature=1 0 2 7 0 0 split_gain=28.5745 40.3133 12.5322 21.0878 11.0388 15.4825 threshold=1.0000000180025095e-35 2.7156310000000006 6.5000000000000009 72.192781170150241 30.036528000000001 40.875559000000003 decision_type=8 8 10 10 10 10 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.082142691468874318 0.057198288515432863 -0.050596525322639356 0.087874609094298339 -0.080589907239061009 0.12752258729639757 -0.053570675607702969 leaf_weight=34.283577919006348 44.266505144536495 73.596464034169912 58.648224733769894 14.827872350811957 9.2498377636075038 9.6424359902739507 leaf_count=101 289 302 467 38 65 34 internal_value=0.00251037 0.0163152 0.055126 0.0226247 -0.0330928 0.0350943 internal_weight=244.515 210.231 117.743 59.0944 92.4887 18.8923 internal_count=1296 1195 794 327 401 99 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=7 num_cat=0 split_feature=5 5 4 10 10 15 split_gain=37.3806 19.532 14.0636 12.1256 22.5434 20.9394 threshold=59.000000000000007 30124.500000000004 126.00000000000001 35.000000000000007 30.500000000000004 4.5000000000000009 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.08270293955595942 0.13240150812838475 0.10019376842067976 -0.034883729573842719 -0.083770564080285687 0.10747298384851192 0.047411498313320526 leaf_weight=43.388470731675625 8.6015993580222112 26.152835361659527 85.707431428134441 15.238566190004347 20.469866581261158 48.365729622542858 leaf_count=221 31 58 697 140 42 107 internal_value=0.00160361 0.0194877 0.00765529 0.00133531 0.00972709 -0.00519644 internal_weight=247.924 204.536 178.383 169.782 154.543 134.073 internal_count=1296 1075 1017 986 846 804 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=7 num_cat=0 split_feature=4 9 10 0 2 8 split_gain=31.2585 17.9295 24.103 10.4234 16.1995 12.7652 threshold=163.00000000000003 7.8465803564189374 35.000000000000007 2.5082350000000004 5.5000000000000009 6.0124073458263707 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.069606407797692366 0.018968966194369233 -0.079331112256973688 0.090270520408722632 0.063820944293584217 -0.058558594175397972 0.14378502370208956 leaf_weight=49.132259957492352 50.689857609570026 33.21707028709352 11.206265233457087 70.7099369764328 23.591113604605198 9.7737530171871168 leaf_count=277 196 290 36 166 313 18 internal_value=0.00183108 0.019452 -0.0365473 0.035526 0.0117232 0.0391451 internal_weight=248.32 199.188 44.4233 154.765 84.0547 60.4636 internal_count=1296 1019 326 693 527 214 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=7 num_cat=0 split_feature=1 2 0 0 9 0 split_gain=136.378 0.00563502 0.00201675 0.00189 0.00216307 0.00164947 threshold=1.0000000180025095e-35 10.500000000000002 15.282099000000001 0.0053650000000000008 7.8643666710854703 7.4880475000000013 decision_type=8 10 10 8 10 8 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.095697578310742076 -0.084483889200979503 -0.08132133628103054 -0.083003161294040118 -0.082172416141439553 -0.085118238598885954 -0.083340643805762796 leaf_weight=73.222778797149658 9.7342366538941842 31.973091026768088 9.1763466112315637 23.37756628356874 4.294064922258257 25.022999163717031 leaf_count=101 90 417 79 398 48 163 internal_value=-0.0087603 -0.0826049 -0.0816964 -0.0832037 -0.0829672 -0.0827764 internal_weight=176.801 103.578 41.1494 62.4289 52.6946 48.4006 internal_count=1296 1195 496 699 609 561 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=7 num_cat=0 split_feature=1 0 0 0 0 4 split_gain=24.3223 32.315 12.3036 10.0209 9.75317 8.4601 threshold=1.0000000180025095e-35 2.5082350000000004 0.0053650000000000008 17.877716500000002 5.1000000000000006e-05 140.00000000000003 decision_type=8 8 10 8 10 8 left_child=-1 2 4 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.081129620344927919 0.12559613127758382 -0.062383004745957586 0.066226217268997328 0.0047624853936943639 -0.080433450367677725 -0.069415657427084762 leaf_weight=30.160046577453613 6.211462229490281 46.076905816793442 92.431587785482407 42.94041445478797 11.516925655305384 3.4659091755747804 leaf_count=101 52 193 697 212 30 11 internal_value=0.00265378 0.0151235 0.0504691 -0.0299932 -0.0182501 0.0557535 internal_weight=232.803 202.643 113.626 89.0173 21.1943 9.67737 internal_count=1296 1195 790 405 93 63 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=7 num_cat=0 split_feature=5 5 10 10 2 3 split_gain=32.3069 16.1583 12.0699 16.8791 14.9352 20.0745 threshold=59.000000000000007 30124.500000000004 35.000000000000007 30.500000000000004 8.5000000000000018 6.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.08177075448688674 0.0029668379758785355 0.093882500765060578 -0.082688296677044804 0.10267085715296138 -0.046960550569142168 0.11953170628762799 leaf_weight=38.585703793913126 80.561949741095304 24.719312742352486 13.679541062563656 19.378139562904835 41.830164693295956 18.092408709228039 leaf_count=221 390 58 140 42 387 58 internal_value=0.00194735 0.0182406 0.00746617 0.0151807 0.00311254 0.0243439 internal_weight=236.847 198.262 173.542 159.863 140.485 98.6544 internal_count=1296 1075 1017 877 835 448 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=7 num_cat=0 split_feature=13 10 3 4 4 4 split_gain=30.3187 14.5789 12.4115 14.4766 10.1972 17.3768 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 24642.000000000004 2363.0000000000005 343.00000000000006 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 5 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.081222598845459876 0.00058901256388826375 0.091292567490573906 -0.059701247729307121 0.061696427257602486 -0.090750791431591024 0.080005176473151529 leaf_weight=36.980770044028759 68.400313306599855 23.517288312315941 42.646269863471389 12.762823339551685 7.1210478022694579 46.135575778782368 leaf_count=219 357 60 344 51 86 179 internal_value=0.00197756 0.0173169 0.00749166 -0.0317387 0.0253593 0.0325782 internal_weight=237.564 200.583 177.066 55.4091 121.657 114.536 internal_count=1296 1077 1017 395 622 536 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=7 num_cat=0 split_feature=1 10 9 5 7 8 split_gain=117.679 0.00803042 0.00096459 0.00182119 0.000966422 0.000773008 threshold=1.0000000180025095e-35 25.000000000000004 7.8536496824584807 27922.500000000004 74.159921378957549 5.0737447080006826 decision_type=8 10 8 10 8 10 left_child=-1 2 5 4 -4 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=0.092338801782643892 -0.082467424139385737 -0.080106954176955625 -0.084815552638649844 -0.080911093808570048 -0.082921913947862594 -0.081656175936848596 leaf_weight=65.883705854415894 24.493009965866804 20.326645383611321 3.1259097028523746 4.1788389142602673 19.554628390818834 22.568269526585937 leaf_count=101 342 271 31 30 197 324 internal_value=-0.0101926 -0.0818672 -0.0823513 -0.0828294 -0.0831829 -0.0820784 internal_weight=160.131 94.2473 73.9207 26.8594 22.6805 47.0613 internal_count=1296 1195 924 258 228 666 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=7 num_cat=0 split_feature=1 0 0 4 5 0 split_gain=20.869 26.5121 10.7225 9.68368 11.6269 8.36291 threshold=1.0000000180025095e-35 2.7156310000000006 0.0053650000000000008 395.00000000000006 126.00000000000001 5.1000000000000006e-05 decision_type=8 8 10 8 10 10 left_child=-1 2 5 4 -3 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.080266427557110831 0.05015350253843566 -0.055993205586094177 0.061086627185963485 -0.03889617941218286 0.18402898845756754 -0.078147363945630849 leaf_weight=26.47286057472229 9.4184872135519999 3.6766210868954641 90.968081653118134 76.512606397271156 4.4741803705692291 11.030148476362227 leaf_count=101 63 12 701 352 37 30 internal_value=0.00307302 0.0143247 0.0463784 -0.0278578 0.075761 -0.019053 internal_weight=222.553 196.08 111.417 84.6634 8.1508 20.4486 internal_count=1296 1195 794 401 49 93 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=7 num_cat=0 split_feature=5 5 4 14 10 8 split_gain=27.7127 13.7619 11.1974 10.061 11.4569 10.3846 threshold=59.000000000000007 23740.500000000004 126.00000000000001 1.5000000000000002 35.000000000000007 4.4308176195396909 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=-0.080953631732567269 0.11547291887898972 0.08386879285843854 0.035601270423198016 0.036345367501148994 -0.081626653023725751 -0.049936136357811134 leaf_weight=34.18762655928731 8.8611819222569448 26.363085679709911 19.307063471525908 75.205291964113712 9.2438788414001447 53.583900213241577 leaf_count=221 31 70 146 264 100 464 internal_value=0.00201566 0.0167459 0.00609879 -6.10135e-05 0.023432 -0.0272793 internal_weight=226.752 192.564 166.201 157.34 84.4492 72.891 internal_count=1296 1075 1005 974 364 610 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=7 num_cat=0 split_feature=13 10 9 8 0 4 split_gain=25.9868 12.2039 14.2381 8.6922 9.0111 12.6156 threshold=49191.500000000007 41.000000000000007 7.8465803564189374 6.7585825373291648 2.7156310000000006 467.50000000000006 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.080412686575416142 0.018500588368586628 0.086472213125450836 -0.064749912843888577 0.12091855797609137 0.032291972936088716 -0.082319596944363818 leaf_weight=32.646599190309644 32.560696411877871 21.816062644124031 23.786543980240822 7.8585486710071555 88.827993869781494 20.055890589952469 leaf_count=219 248 60 247 19 222 281 internal_value=0.00215854 0.0159892 0.00710555 0.0185534 0.012866 -0.0199291 internal_weight=227.552 194.906 173.09 149.303 141.445 52.6166 internal_count=1296 1077 1017 770 751 529 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=7 num_cat=0 split_feature=1 10 0 0 13 0 split_gain=101.92 0.00651553 0.00206488 0.00236864 0.00166842 0.0011809 threshold=1.0000000180025095e-35 25.000000000000004 0.0053650000000000008 3.5404535000000004 50796.000000000007 5.1000000000000006e-05 decision_type=8 10 8 8 8 8 left_child=-1 2 5 4 -4 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=0.089586074420704015 -0.081491628831037999 -0.079541187188165816 -0.082083275256000454 -0.081953543088071193 -0.080125196723284858 -0.08397717355332944 leaf_weight=58.882128298282623 2.9016938060522053 18.215718330815434 5.9341934397816685 36.926421146839857 16.316433247178793 5.6013384610414514 leaf_count=101 63 271 94 300 439 28 internal_value=-0.011752 -0.08122 -0.0816718 -0.0814624 -0.0806474 -0.083129 internal_weight=144.778 85.8958 67.6801 59.177 22.2506 8.50303 internal_count=1296 1195 924 833 533 91 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=7 num_cat=0 split_feature=13 7 13 2 7 0 split_gain=17.8966 14.3056 14.9949 11.1626 11.4446 12.525 threshold=50796.000000000007 75.211620967373349 49199.500000000007 8.5000000000000018 74.170045924664578 2.7156310000000006 decision_type=8 10 10 10 10 10 left_child=1 -1 -3 -2 5 -5 right_child=3 2 -4 4 -6 -7 leaf_value=-0.074308645839069196 0.0052219646701809931 0.0632298775288479 -0.089528423313809349 0.10200636269094757 0.1167798098440382 -0.052263416165533955 leaf_weight=42.559601314365864 96.697088658809662 20.710511416196823 9.3165948241949099 9.2476934194564837 22.063346736133099 12.213149130344389 leaf_count=188 539 164 39 98 219 49 internal_value=0.00328654 -0.0370195 0.0158331 0.0241513 0.0662063 0.014213 internal_weight=212.808 72.5867 30.0271 140.221 43.5242 21.4608 internal_count=1296 391 203 905 366 147 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=7 num_cat=0 split_feature=5 5 0 0 0 0 split_gain=23.9136 11.5699 9.86642 12.2494 10.0989 11.0127 threshold=59.000000000000007 30124.500000000004 0.0080415000000000018 5.0078825000000009 0.084130500000000011 0.043260000000000007 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.080275382443541057 0.079580890461000434 0.083670496191751445 -0.070533878331764319 0.017617750965482373 -0.087658255508068134 0.072462989854595525 leaf_weight=30.292728893458843 16.592263113707304 21.967855215072632 10.098548747599127 102.42865370959044 24.911376502364874 11.540220800787209 leaf_count=221 47 58 154 321 418 77 internal_value=0.00216475 0.0154811 0.0064338 -0.00171284 -0.0442477 0.0057281 internal_weight=217.832 187.539 165.571 148.979 46.5501 21.6388 internal_count=1296 1075 1017 970 649 231 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=7 num_cat=0 split_feature=13 3 4 4 8 8 split_gain=22.4468 10.3588 9.66035 18.3935 11.0943 7.72842 threshold=49191.500000000007 75.000000000000014 24642.000000000004 4433.0000000000009 5.2927476730057128 4.939271738043824 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.079748844961312682 0.011594392510075229 -0.090093539687856175 0.095013828616078808 -0.08574964293045452 0.058761409111439511 -0.091530787831496443 leaf_weight=28.851030420511961 82.849983274936676 8.948703255504368 15.727497562766073 16.930015517398715 57.239512639120221 7.9658166691660872 leaf_count=219 396 53 42 272 279 35 internal_value=0.0024277 0.0149283 0.0201288 0.0129903 0.0242811 0.00254887 internal_weight=218.513 189.662 180.713 164.985 148.055 90.8158 internal_count=1296 1077 1024 982 710 431 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=7 num_cat=0 split_feature=1 0 0 2 9 0 split_gain=88.5333 0.00288217 0.00160438 0.00123892 0.00130862 0.00117615 threshold=1.0000000180025095e-35 0.0042110000000000003 17.877716500000002 10.500000000000002 7.8536496824584807 5.1000000000000006e-05 decision_type=8 10 10 10 10 10 left_child=-1 5 3 4 -3 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.087335255930844291 -0.081236997944926337 -0.080263419950123982 -0.081344601506069703 -0.079530163036635237 -0.082465248207948705 -0.083049253119892932 leaf_weight=52.395504057407379 12.923897594213487 21.542747929692272 11.709095794707535 24.041491789743304 3.0859228000044814 4.9538685120642176 leaf_count=101 142 429 133 422 44 25 internal_value=-0.0132673 -0.0806239 -0.0802937 -0.0800408 -0.0805393 -0.0817392 internal_weight=130.653 78.257 60.3793 48.6702 24.6287 17.8778 internal_count=1296 1195 1028 895 473 167 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=7 num_cat=0 split_feature=1 0 2 6 0 0 split_gain=15.3002 17.9982 9.28402 11.2488 8.34161 8.03785 threshold=1.0000000180025095e-35 2.5082350000000004 8.5000000000000018 84.576699671557861 0.0031780000000000007 17.877716500000002 decision_type=8 8 10 10 10 8 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.078910016517132614 -0.0067540880508972544 -0.05631053157868763 0.080306699204430246 -0.030262134627936421 0.088608577464705504 0.0072694766364402273 leaf_weight=20.335740193724632 14.738209940493105 38.257668942213058 36.762296110391617 28.239351257681847 24.289933234453201 41.401475250720978 leaf_count=101 77 193 361 141 211 212 internal_value=0.00339367 0.0125053 0.0398965 0.017812 0.0525967 -0.0232659 internal_weight=204.025 183.689 104.03 67.2675 39.0281 79.6591 internal_count=1296 1195 790 429 288 405 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=7 num_cat=0 split_feature=5 10 10 15 8 5 split_gain=20.7214 10.1762 14.1168 11.9884 9.36832 12.9895 threshold=59.000000000000007 35.000000000000007 30.500000000000004 6.5000000000000009 4.4308176195396909 41149.000000000007 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.079718441616637062 0.030502918155060482 -0.080763734568224915 0.092452306748301794 0.13240187920639873 -0.037546314101210398 0.082593804786640745 leaf_weight=26.92365900427103 63.984461721032858 10.612408537417648 23.328743658959866 7.4493562877178183 66.500275602564216 10.408006422221659 leaf_count=221 259 141 60 14 574 27 internal_value=0.00217108 0.0142663 0.020141 0.00876904 0.00223226 -0.0212877 internal_weight=209.207 182.283 171.671 148.342 140.893 76.9083 internal_count=1296 1075 934 874 860 601 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 8 split_gain=19.4564 9.42945 13.6838 7.36195 8.718 10.6557 threshold=49191.500000000007 35.000000000000007 7.8465803564189374 163.00000000000003 1.0000000180025095e-35 4.4954850976912946 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.079175388441114547 -0.045277520945076581 0.077166030012876974 -0.07350980533965347 0.12215589511838815 -0.052669941450713423 0.030343202920018322 leaf_weight=25.467165587469935 17.051959991455078 20.984953477978706 19.134328687563539 8.5596364736556989 18.244021262973547 101.43269458413124 leaf_count=219 176 82 233 16 112 458 internal_value=0.00278276 0.0140403 0.00598373 0.0164529 0.0246614 0.0176883 internal_weight=210.875 185.408 164.423 145.288 128.236 119.677 internal_count=1296 1077 995 762 586 570 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=1 10 4 7 3 0 split_gain=76.96 0.00458686 0.00186674 0.00107761 0.00101123 0.00142444 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 37.403523016077571 85.000000000000014 2.5082350000000004 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.085442290056978287 -0.084244842864939565 -0.078542768549132946 -0.079907227274532172 -0.08053557849369801 -0.079119497101500944 -0.082030958814143337 leaf_weight=46.341904908418655 1.3275280892848957 14.437290785834191 22.022700231522322 21.080874940380458 3.2057257983833543 9.1283420659601671 leaf_count=101 22 271 444 315 39 104 internal_value=-0.0148557 -0.0801343 -0.080539 -0.0804503 -0.0808082 -0.0809874 internal_weight=117.544 71.2025 56.7652 55.4376 33.4149 30.2092 internal_count=1296 1195 924 902 458 419 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=7 num_cat=0 split_feature=1 0 4 5 9 10 split_gain=13.1078 14.4007 7.78378 8.87376 7.80077 9.51571 threshold=1.0000000180025095e-35 2.7156310000000006 395.00000000000006 126.00000000000001 7.4755209420133424 1.0000000180025095e-35 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.078361000692109828 0.036387779778475036 -0.051267482424077832 -0.082661803689796851 0.16018085526464965 0.064824382601196981 -0.036963042559582111 leaf_weight=17.725994080305099 101.82121588289738 3.4270374402403814 21.142724812030792 4.7158178091049194 12.594166547060011 33.923755422234535 leaf_count=101 794 12 81 37 80 191 internal_value=0.00363704 0.01182 -0.0211801 0.0711898 -0.0322966 -0.00940532 internal_weight=195.351 177.625 75.8035 8.14286 67.6606 46.5179 internal_count=1296 1195 401 49 352 271 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=7 num_cat=0 split_feature=5 10 10 15 10 4 split_gain=17.9116 8.78031 12.5506 10.908 12.0443 7.52837 threshold=59.000000000000007 35.000000000000007 30.500000000000004 4.5000000000000009 13.500000000000002 126.00000000000001 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.079213663154383759 0.096562357318197997 -0.080113685721849515 0.089799712994857353 0.087267187647510125 -0.097482119175476917 0.0010264856467076808 leaf_weight=23.740699097514153 8.9228997938334924 9.5188451744616014 21.575814642012119 15.532921865582464 11.856271486729382 109.11186751723289 leaf_count=221 31 141 60 34 188 621 internal_value=0.00233538 0.0133032 0.0186279 0.00806853 -0.00140238 0.00824857 internal_weight=200.259 176.519 167 145.424 129.891 118.035 internal_count=1296 1075 934 874 840 652 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=7 num_cat=0 split_feature=13 15 16 5 8 0 split_gain=16.8983 7.97219 11.3809 7.00881 7.79954 11.0478 threshold=49191.500000000007 4.5000000000000009 1.0000000180025095e-35 23740.500000000004 4.4954850976912946 4.9691275000000017 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.078749346225924388 -0.018769656868751965 0.064124528012419343 -0.084186338949411271 -0.096569734022247472 0.0086840863788341226 0.08141978638110911 leaf_weight=22.568097594194114 41.455614771693945 26.123938322067261 13.259814291261135 5.6302940174937239 61.521033201366663 31.612975861877203 leaf_count=219 301 88 220 36 333 99 internal_value=0.00280959 0.0130579 0.00436577 0.0127396 0.0173124 0.0333732 internal_weight=202.172 179.604 153.48 140.22 134.59 93.134 internal_count=1296 1077 989 769 733 432 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=7 num_cat=0 split_feature=1 10 4 7 5 0 split_gain=66.9757 0.0037226 0.00156843 0.000864006 0.000903019 0.000958086 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 37.403523016077571 27922.500000000004 2.5082350000000004 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.083860953988339398 -0.083547524928062847 -0.078126368234932103 -0.079432288813500174 -0.080052549213478819 -0.078504663738226593 -0.081317998391344071 leaf_weight=40.82101982831955 1.2363335788249958 12.828471614047883 20.062960237264633 19.437758320942528 2.6312451791018239 8.6433826610445958 leaf_count=101 22 271 444 314 30 114 internal_value=-0.0164806 -0.0796521 -0.0800284 -0.0799427 -0.0802761 -0.0804421 internal_weight=105.661 64.8402 52.0117 50.7753 30.7124 28.0811 internal_count=1296 1195 924 902 458 428 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=7 num_cat=0 split_feature=0 0 0 0 8 3 split_gain=11.6331 16.2804 6.68324 6.24304 6.73124 7.29405 threshold=0.0042110000000000003 2.5082350000000004 17.877716500000002 47.407128000000007 5.0737447080006826 2.5000000000000004 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.049554073178480762 0.046378563723102069 -0.051706390583044805 0.076264614801765551 -0.029679978291972317 0.11010826395771414 -0.093166329325389985 leaf_weight=33.674353949725628 80.576888486742973 33.436476729810238 5.1567880660295495 20.550890892744064 9.4223165959119779 5.0088661611080179 leaf_count=189 702 193 32 97 69 14 internal_value=0.00369281 0.0153245 -0.0186847 0.00882306 0.0492189 -0.00721815 internal_weight=187.827 154.152 73.5753 40.1389 19.588 10.1657 internal_count=1296 1107 405 212 115 46 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=7 num_cat=0 split_feature=5 10 15 10 13 4 split_gain=15.6652 7.62161 10.9569 9.21343 7.27178 6.21014 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 126.00000000000001 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.078796993824907194 0.088325977087945318 -0.079536453639349053 0.10741253676058549 0.086555328384777863 -0.084892457899687232 0.0020083852494432166 leaf_weight=21.071101043373346 8.9657325744628888 8.5381421614438278 12.484144806861876 14.209813036024569 9.0069801192730647 118.46974604763091 leaf_count=221 31 141 32 42 103 726 internal_value=0.00257682 0.0125645 0.0173849 0.00992451 0.00194379 0.00808127 internal_weight=192.746 171.675 163.136 150.652 136.442 127.435 internal_count=1296 1075 934 902 860 757 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=7 num_cat=0 split_feature=13 3 4 4 4 3 split_gain=14.5238 7.1363 6.79231 14.0779 6.37985 6.78303 threshold=49191.500000000007 75.000000000000014 24642.000000000004 4433.0000000000009 163.00000000000003 1.0000000180025095e-35 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.07830249662569079 -0.040173224614760417 -0.088153786123307848 0.083924524611001958 -0.084975845481702506 0.11740559363148434 0.021256781342360895 leaf_weight=19.8200623691082 15.790846172720192 6.8340818434953681 13.569549947977064 14.139093073084949 7.8289902210235587 116.8266857676208 leaf_count=219 176 53 42 272 16 518 internal_value=0.00282884 0.0120181 0.0160893 0.0101347 0.0197097 0.0272954 internal_weight=194.809 174.989 168.155 154.586 140.447 124.656 internal_count=1296 1077 1024 982 710 534 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=7 num_cat=0 split_feature=1 4 16 7 11 14 split_gain=58.768 0.00199129 0.00124873 0.000731133 0.000592859 0.000805405 threshold=1.0000000180025095e-35 109.00000000000001 1.0000000180025095e-35 37.403523016077571 10.500000000000002 1.5000000000000002 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.082610380063363492 -0.083280132522081912 -0.079029754691538098 -0.078076734701514661 -0.079895349205907296 -0.077649056047885592 -0.0799920061012145 leaf_weight=36.129225611686707 1.2041280418634404 18.259820634499192 11.964531753212215 20.958470490761101 2.1501992382109156 4.6189594315364957 leaf_count=101 22 444 262 303 107 57 internal_value=-0.0178808 -0.0792551 -0.0791715 -0.0794923 -0.0784999 -0.0792478 internal_weight=95.2853 59.1561 57.952 39.2183 18.7337 6.76916 internal_count=1296 1195 1173 747 426 164 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=7 num_cat=0 split_feature=13 16 2 7 0 4 split_gain=10.5182 8.84659 8.17056 8.6034 8.79966 6.94717 threshold=50796.000000000007 2.0000000000000004 8.5000000000000018 74.170045924664578 2.7156310000000006 219.50000000000003 decision_type=8 8 10 10 10 8 left_child=1 -1 5 4 -4 -2 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.045876398726946668 0.039290599164445744 0.095089012918909532 0.093527131874587291 0.10614674446823601 -0.047966211085891809 -0.018244736828437212 leaf_weight=49.185073390603065 33.478774156421423 4.8950253650546065 7.4337117895483997 18.951895799487829 10.75376261025667 56.242358528077602 leaf_count=320 244 71 98 219 49 295 internal_value=0.00381021 -0.033117 0.0195521 0.0589972 0.00986594 0.00322415 internal_weight=180.941 54.0801 126.861 37.1394 18.1875 89.7211 internal_count=1296 391 905 366 147 539 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=7 num_cat=0 split_feature=5 5 0 0 0 9 split_gain=13.6505 6.74142 6.79001 6.75211 8.96726 10.9875 threshold=59.000000000000007 23740.500000000004 0.0080415000000000018 5.0078825000000009 0.084130500000000011 5.8509998273357491 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.078473310749621439 0.0662702994449305 0.067088075136976288 -0.085770590907142286 0.011783052505401549 -0.085639979434824834 0.068059046589375838 leaf_weight=18.630899857729673 15.874457912519572 19.462805509567261 7.4678007960319546 92.643565215170383 19.573550099506974 12.275958459824322 leaf_count=221 47 70 130 312 415 101 internal_value=0.00272156 0.0117637 0.00448014 -0.00295301 -0.0376757 0.00987514 internal_weight=185.929 167.298 147.835 131.961 39.3173 19.7438 internal_count=1296 1075 1005 958 646 231 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=7 num_cat=0 split_feature=13 15 4 8 4 5 split_gain=12.4516 6.63853 9.37008 12.2013 7.93744 7.90401 threshold=49191.500000000007 4.5000000000000009 1242.5000000000002 4.4954850976912946 24642.000000000004 56.000000000000007 decision_type=8 10 10 10 10 10 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.077924463891737156 0.018460523802863189 0.060362199485094505 -0.063950805179292428 0.066835753908266848 0.040422455966273058 -0.051350697124671843 leaf_weight=17.38326449226588 48.203301444649696 23.425234667956829 29.948656847700477 35.013575721532106 9.6288027539849264 24.441243976354599 leaf_count=219 191 88 437 125 49 187 internal_value=0.00270329 0.0109159 0.003049 0.0183446 -0.0385578 -0.00502745 internal_weight=188.044 170.661 147.236 107.658 39.5775 72.6445 internal_count=1296 1077 989 503 486 378 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=7 num_cat=0 split_feature=1 10 4 7 5 0 split_gain=51.6181 0.00260286 0.00125156 0.000598181 0.000607007 0.000615855 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 37.403523016077571 27922.500000000004 2.5082350000000004 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.081555987126710028 -0.082536982459342212 -0.077439575982928763 -0.078664673376912367 -0.079237673296894365 -0.077818911107398386 -0.08033778738164582 leaf_weight=31.933507412672043 1.1077952235937107 10.127047327347098 16.663031497038901 16.50364105030895 2.140326388180255 7.3571141343563786 leaf_count=101 22 271 444 314 30 114 internal_value=-0.0191934 -0.0788843 -0.0792186 -0.0791324 -0.0794322 -0.0795769 internal_weight=85.8325 53.899 43.7719 42.6641 26.0011 23.8608 internal_count=1296 1195 924 902 458 428 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=7 num_cat=0 split_feature=0 0 15 7 10 6 split_gain=9.08113 11.2205 5.77493 11.2901 8.71626 7.71245 threshold=0.0042110000000000003 2.7156310000000006 4.5000000000000009 73.565496186226582 30.500000000000004 123.39221534797306 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.046423990706550934 0.040616665979079619 -0.033213894455644453 -0.080679021053234073 0.0045079293502803914 -0.078957033741321764 0.15290684716265446 leaf_weight=29.909894607961178 75.717842470854521 38.336331687867641 11.286228679120539 5.6878765821456936 3.5318561866879454 9.1133796125650388 leaf_count=189 706 194 78 27 29 73 internal_value=0.0037059 0.0141419 -0.0153569 -0.00234739 0.0621975 0.0958796 internal_weight=173.583 143.674 67.9557 56.6694 18.3331 14.8013 internal_count=1296 1107 401 323 129 100 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=7 num_cat=0 split_feature=5 5 0 0 7 6 split_gain=11.7985 5.97945 5.43871 6.96142 8.68747 8.03552 threshold=59.000000000000007 41149.000000000007 0.0080415000000000018 19.409948500000002 37.403523016077571 87.834410270731823 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 4 -4 -5 right_child=1 -3 3 5 -6 -7 leaf_value=-0.078119052771706415 0.06062570889276412 0.074835842281072748 -0.076093992426426865 0.096181911381108334 0.00034650942581233694 0.0053399514358280532 leaf_weight=16.435666047036648 15.757115053012965 13.375127427279947 21.624066175892949 11.935569278895853 47.585618098266423 52.870497524738312 leaf_count=221 47 45 286 36 502 159 internal_value=0.00263735 0.0107728 0.00505182 -0.00148237 -0.0235368 0.0220706 internal_weight=179.584 163.148 149.773 134.016 69.2097 64.8061 internal_count=1296 1075 1030 983 788 195 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=7 num_cat=0 split_feature=13 3 0 0 0 5 split_gain=10.829 5.83895 5.21364 9.26736 6.57892 5.42231 threshold=49191.500000000007 75.000000000000014 23.872839500000005 4.9691275000000017 45.141901000000011 528.50000000000011 decision_type=8 10 10 10 10 10 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.077613154507218451 0.01553995539758667 -0.08674797767868056 -0.073121299778190416 0.057287720564102966 0.05897163342618409 -0.041410080324315597 leaf_weight=15.294260884635149 74.332266394048929 5.9759974349290124 13.360390692949297 46.104013055562973 5.2529013454914084 21.569867487065494 leaf_count=219 414 53 82 144 10 374 internal_value=0.00291663 0.0103097 0.0139208 0.0204435 -0.035843 0.00273101 internal_weight=181.89 166.595 160.619 142.006 18.6133 95.9021 internal_count=1296 1077 1024 932 92 788 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=7 num_cat=0 split_feature=2 10 4 7 3 0 split_gain=45.3867 0.00200563 0.00118698 0.000458146 0.000440198 0.000423053 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 37.403523016077571 85.000000000000014 2.5082350000000004 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.080655042678185462 -0.082141341127715262 -0.077202202686527666 -0.078324254857157827 -0.078873665304083379 -0.077654639175269019 -0.07983861017020516 leaf_weight=28.163801997900009 1.0625150576233853 9.1441057678312045 15.171713875606654 15.201462240889674 2.1272473065182558 6.4803818650543681 leaf_count=101 22 271 444 315 39 104 internal_value=-0.0205757 -0.0785385 -0.0788436 -0.0787537 -0.0790274 -0.0791621 internal_weight=77.3512 49.1874 40.0433 38.9808 23.8091 21.6818 internal_count=1296 1195 924 902 458 419 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=7 num_cat=0 split_feature=13 7 13 9 8 6 split_gain=7.76325 7.08799 7.89966 6.06558 8.91175 7.16337 threshold=50796.000000000007 75.066790957553607 49199.500000000007 6.1105046267509833 7.2680146144134401 83.534692932856203 decision_type=8 10 8 10 10 10 left_child=1 -1 -3 5 -5 -2 right_child=3 2 -4 4 -6 -7 leaf_value=-0.071173854347527807 0.016868793477105248 0.037990451165130744 -0.091479325378449536 0.076001183517763221 -0.04342986427974916 -0.056688151580635816 leaf_weight=22.56619831174612 65.745429866015911 19.026022862643007 6.2644035518169394 29.423969183117151 7.9321041740477076 16.577812232077122 leaf_count=174 494 178 39 299 36 76 internal_value=0.00360918 -0.0304321 0.00592097 0.0172214 0.0506415 0.00205629 internal_weight=167.536 47.8566 25.2904 119.679 37.3561 82.3232 internal_count=1296 391 217 905 335 570 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=7 num_cat=0 split_feature=5 10 15 10 13 6 split_gain=10.3599 5.73606 9.25909 7.28308 6.68755 5.26842 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 125.44544100960267 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.07788881202974679 0.01309418756605564 -0.078656274301609028 0.10393837776303608 0.08234920601437995 -0.084975858194213855 -0.06029015886516547 leaf_weight=14.591104000806807 110.40763788484037 6.9554567290469995 10.691976100206373 11.88613775372505 8.5381252039223892 10.734170172363518 leaf_count=221 686 141 32 42 103 71 internal_value=0.00275911 0.0101501 0.0142069 0.00742984 0.000562917 0.00659173 internal_weight=173.805 159.214 152.258 141.566 129.68 121.142 internal_count=1296 1075 934 902 860 757 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=7 num_cat=0 split_feature=13 10 11 16 5 8 split_gain=9.41877 5.35836 8.84965 11.3947 4.59267 6.02948 threshold=49191.500000000007 35.000000000000007 17.500000000000004 1.0000000180025095e-35 23740.500000000004 4.4954850976912946 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077348319450589204 -0.0064874764296874166 0.066960659814042908 0.16343019538435366 -0.08740938109131198 -0.09158466968408957 0.037580358942280574 leaf_weight=13.509938141331075 71.816484443843365 14.778723977506159 3.393509402871131 13.501857851631938 4.3806566148996344 54.693823102861643 leaf_count=219 380 82 10 216 36 353 internal_value=0.00288138 0.00954886 0.00380764 5.62059e-05 0.00907859 0.0125642 internal_weight=176.075 162.565 147.786 144.393 130.891 126.51 internal_count=1296 1077 995 985 769 733 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=1 10 4 10 0 0 split_gain=39.717 0.00169268 0.0009735 0.000410968 0.000292979 0.000356379 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.079838833865200465 -0.081624345296328948 -0.076932600876246482 -0.078834245279250745 -0.080366448039747199 -0.077773472836158597 -0.078542121715092936 leaf_weight=24.594057232141495 0.99218086898326774 8.0343162133358401 10.382405418902634 1.0840029586106528 10.867768410593273 13.555795224383472 leaf_count=101 22 271 148 29 512 213 internal_value=-0.022314 -0.0782479 -0.0785344 -0.078449 -0.0783893 -0.0782001 internal_weight=69.5105 44.9165 36.8822 35.89 34.806 24.4236 internal_count=1296 1195 924 902 873 725 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=7 num_cat=0 split_feature=0 15 10 0 7 4 split_gain=6.90534 8.6475 9.92254 6.95149 9.47673 7.16927 threshold=0.0042110000000000003 4.5000000000000009 50.000000000000007 2.7156310000000006 73.565496186226582 255.00000000000003 decision_type=8 10 10 8 10 10 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.042707242946198758 0.047651969604340233 -0.078066495182333454 0.091857077611117208 0.0097784095667297968 0.057662863111658115 -0.078648976509761936 leaf_weight=26.674363248050213 59.404449932277203 17.538516670465473 4.2739247716963282 20.021816752851009 18.068379007279873 16.913963466882706 leaf_count=189 604 105 75 110 129 84 internal_value=0.00382061 0.0129315 -0.0447717 0.0239329 -0.00168369 -0.0307151 internal_weight=162.895 136.221 21.8124 114.409 55.0042 36.9358 internal_count=1296 1107 180 927 323 194 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=7 num_cat=0 split_feature=3 2 6 7 14 0 split_gain=9.09714 14.5144 7.26323 11.3631 7.65897 9.06222 threshold=3.5000000000000004 6.5000000000000009 84.869127631984739 73.883603989971604 1.0000000180025095e-35 92.220821000000015 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.038285442860518513 0.10746414854809212 -0.064611747034583084 0.096095119205701254 -0.1106844318411222 0.011986380862447792 0.10221460821347468 leaf_weight=41.235151171684265 15.198592782020567 13.800742432475088 14.053766077384351 10.732014125213025 70.697391715832055 2.4570904970169059 leaf_count=453 64 142 55 198 379 5 internal_value=0.00252176 0.0157776 0.00330673 0.0128771 -0.00106466 -0.071022 internal_weight=168.175 126.94 111.741 97.9403 83.8865 13.1891 internal_count=1296 843 779 637 582 203 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=7 num_cat=0 split_feature=13 3 4 4 8 8 split_gain=8.17095 4.5308 4.67422 10.2428 5.75717 6.34039 threshold=49191.500000000007 75.000000000000014 24642.000000000004 4433.0000000000009 5.2927476730057128 4.939271738043824 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077117350335321674 0.0075931121622011951 -0.084976771890936914 0.074486583800555048 -0.083961353934273758 0.043237502718171561 -0.092527994467708138 leaf_weight=11.861843701452015 78.318201763555408 4.9786716196686021 11.091323852539061 11.370924234390257 46.556225804612041 6.8807626366615287 leaf_count=219 396 53 42 272 279 35 internal_value=0.00294989 0.00891577 0.0119469 0.00710054 0.0149595 -0.000492779 internal_weight=171.058 159.196 154.217 143.126 131.755 85.199 internal_count=1296 1077 1024 982 710 431 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=7 num_cat=0 split_feature=1 10 4 10 7 5 split_gain=35.2652 0.00133602 0.00088887 0.000289237 0.000188576 0.00026985 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 16.500000000000004 37.403523016077571 27922.500000000004 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.07924329360558989 -0.081249379270920782 -0.076732702043837892 -0.077792869372979301 -0.07983158543640971 -0.07840223043649068 -0.077031022630363155 leaf_weight=21.892455697059631 0.94748292863368888 7.2402960802428415 12.762156921438875 0.98343339934945007 17.479862586595122 1.563590652309357 leaf_count=101 22 271 444 29 399 30 internal_value=-0.0232218 -0.0779653 -0.0782298 -0.0781425 -0.0780903 -0.0782896 internal_weight=62.8693 40.9768 33.7365 32.789 31.8056 19.0435 internal_count=1296 1195 924 902 873 429 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=7 num_cat=0 split_feature=4 4 15 16 9 10 split_gain=5.91156 7.97269 5.17734 11.5238 8.02872 8.14495 threshold=126.00000000000001 168.50000000000003 4.5000000000000009 2.0000000000000004 6.1105046267509833 30.500000000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.046548462938229673 0.081975110859243139 -0.014431181899220491 -0.084777930728856754 0.09405435376238197 0.057473566460680636 -0.064253750934727002 leaf_weight=20.310146324336529 14.282321512699125 53.859660714864731 15.510791853070261 4.6937340050935736 42.251895811408758 6.3189014792442313 leaf_count=176 133 362 98 82 390 55 internal_value=0.0037969 0.0112651 0.00303004 -0.0432332 0.0121555 0.0416372 internal_weight=157.227 136.917 122.635 20.2045 102.43 48.5708 internal_count=1296 1120 987 180 807 445 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=5 10 15 10 13 4 split_gain=8.29145 4.67613 7.43276 5.91925 5.86845 5.05052 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 126.00000000000001 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077596864683671329 0.081294114015201008 -0.078119881662052526 0.099074679683878328 0.077833953632739816 -0.082390075945720731 0.00028644124565055184 leaf_weight=11.988820241764186 8.2825548797845823 5.9449468050152054 9.255662798881529 10.702469587326048 8.0226390529423934 108.73824445717037 leaf_count=221 31 141 32 42 103 726 internal_value=0.00244752 0.00880499 0.0123688 0.00645691 0.000347753 0.00602004 internal_weight=162.935 150.947 145.002 135.746 125.043 117.021 internal_count=1296 1075 934 902 860 757 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=7 num_cat=0 split_feature=13 15 16 8 4 0 split_gain=7.03578 4.2026 6.48884 3.84875 7.86387 5.90742 threshold=49191.500000000007 4.5000000000000009 1.0000000180025095e-35 4.4954850976912946 1101.5000000000002 0.16056050000000002 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.076874430165444499 -0.019370903638418084 0.05232797534860481 -0.082217037151988581 0.0045315865952595576 -0.0027578321537356609 0.093462198808265812 leaf_weight=10.387348472140728 37.293221412226558 18.898890964686871 8.5717978226020914 12.166827939450743 58.922755938023329 19.347599163651466 leaf_count=219 301 88 220 62 354 52 internal_value=0.00280317 0.00813586 0.00200843 0.00766068 0.0188076 0.0591286 internal_weight=165.588 155.201 136.302 127.73 90.4372 31.5144 internal_count=1296 1077 989 769 468 114 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=7 num_cat=0 split_feature=1 10 4 10 0 0 split_gain=31.044 0.00110577 0.000865563 0.000236345 0.000234811 0.000207987 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.078671271929165315 -0.080998482778873504 -0.076523983546994204 -0.078254876768233297 -0.079468454491651325 -0.07728115375359243 -0.077926329029107511 leaf_weight=19.217582002282143 0.9156740158796336 6.3792666639201334 8.9422124475240761 0.90565449371933837 8.9947694493457693 11.241259614937006 leaf_count=101 22 271 148 29 512 213 internal_value=-0.0246186 -0.077723 -0.0779697 -0.0778775 -0.0778281 -0.0776396 internal_weight=56.5964 37.3788 30.9996 30.0839 29.1782 20.236 internal_count=1296 1195 924 902 873 725 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=7 num_cat=0 split_feature=0 15 16 0 7 4 split_gain=5.54767 6.32805 10.3654 5.47346 7.37668 6.38822 threshold=0.0042110000000000003 4.5000000000000009 2.0000000000000004 2.7156310000000006 73.565496186226582 255.00000000000003 decision_type=8 10 8 8 10 10 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.040040198980542181 0.043000965432091788 -0.083471574056319262 0.093470086870063557 0.0086922194356690245 0.050015847950781171 -0.077346713090128583 leaf_weight=24.2711561024189 56.224345728754997 14.142948612570764 4.3226325251162043 19.994470939040184 18.175397098064423 15.182192258536814 leaf_count=189 604 98 82 110 129 84 internal_value=0.00379444 0.0121036 -0.0420511 0.0212296 -0.00171387 -0.028442 internal_weight=152.313 128.042 18.4656 109.576 53.3521 35.1767 internal_count=1296 1107 180 927 323 194 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=7 num_cat=0 split_feature=5 0 4 5 6 2 split_gain=7.29941 4.30423 6.58098 6.21479 5.6366 4.11227 threshold=59.000000000000007 60.179807500000003 65648.500000000015 10692.000000000002 125.91924795738852 12.500000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077439930437224413 0.012435653916819273 0.09238325102692338 -0.12928886368317533 0.064732231752750016 -0.091415884523988453 -0.044974933993701699 leaf_weight=10.688320392742751 100.03824828471988 5.8260632157325736 3.5742068365216246 17.014903569594026 6.364690549671649 14.254437756724654 leaf_count=221 676 14 23 87 53 222 internal_value=0.00235134 0.00815008 0.00467567 0.00815362 0.000174998 0.00527548 internal_weight=157.761 147.073 141.246 137.672 120.657 114.293 internal_count=1296 1075 1061 1038 951 898 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=7 num_cat=0 split_feature=13 21 0 7 2 9 split_gain=6.08276 4.7304 4.60878 5.68367 4.00142 4.0201 threshold=49191.500000000007 0.15113386645000002 23.872839500000005 81.226848822243241 37.500000000000007 7.8465803564189374 decision_type=8 8 10 8 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=-0.07669214308756464 -0.12339251330434738 0.017862674323620618 -0.064117504343685058 0.078276173536131116 0.09430162582527607 -0.048175936922532442 leaf_weight=9.0904757184907776 2.7107289358973503 114.45812986791134 14.803613722324373 3.4579419493675223 6.2887210994958869 10.025504280813037 leaf_count=219 10 731 101 9 24 202 internal_value=0.00276326 0.00752314 0.00990433 -0.0371544 0.0164758 0.0125441 internal_weight=160.835 151.745 149.034 18.2616 130.772 124.484 internal_count=1296 1077 1067 110 957 933 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=7 num_cat=0 split_feature=1 10 0 0 7 3 split_gain=27.416 0.000888481 0.000507907 0.00048479 0.000221732 0.000156805 threshold=1.0000000180025095e-35 25.000000000000004 0.00033650000000000005 5.1000000000000006e-05 37.403523016077571 85.000000000000014 decision_type=8 10 8 10 8 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.078187339416464691 -0.078184476822753063 -0.076375460660240646 -0.077228114829210104 -0.081362490133869758 -0.077926745872686221 -0.076835411358417816 leaf_weight=16.891527563333511 1.5215743407607107 5.7775163454934946 9.5406871093437093 0.70120603963732708 15.245867891237141 1.4410114213824261 leaf_count=101 63 271 400 5 417 39 internal_value=-0.0260598 -0.0775061 -0.0777357 -0.079187 -0.0776126 -0.0778325 internal_weight=51.1194 34.2279 28.4503 2.22278 26.2276 16.6869 internal_count=1296 1195 924 68 856 456 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=7 num_cat=0 split_feature=0 15 16 0 7 2 split_gain=4.62301 5.64444 9.2514 4.75387 6.16102 5.19915 threshold=0.0042110000000000003 4.5000000000000009 2.0000000000000004 2.7156310000000006 73.565496186226582 3.5000000000000004 decision_type=8 10 8 8 10 10 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.037055376212975978 0.040491540320691105 -0.082162687672269377 0.091710524779502256 0.0042481968574187481 0.045279408477178679 -0.075995794587035662 leaf_weight=23.28186859190464 55.11559846252203 13.172481201589109 3.9861921425908795 20.931521084159613 18.260853663086891 13.145041465759276 leaf_count=189 604 98 82 114 129 80 internal_value=0.00384791 0.0114901 -0.0417696 0.0199949 -0.0015898 -0.0267059 internal_weight=147.894 124.612 17.1587 107.453 52.3374 34.0766 internal_count=1296 1107 180 927 323 194 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=7 num_cat=0 split_feature=0 0 4 9 6 2 split_gain=4.82199 3.89634 4.50262 3.599 4.12715 3.73385 threshold=5.1000000000000006e-05 64.315626000000009 56582.000000000007 7.9656730122326431 124.4242285276918 12.500000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.076685360539708869 0.010622330776317596 0.10149045077966584 -0.091215198261761998 0.047207606670111008 -0.088160504433112866 -0.047464479062237996 leaf_weight=7.3662177454680196 100.77383143547922 4.1716670989990225 4.8539689704775801 18.980588648468256 5.0491503439843646 12.431405359879134 leaf_count=164 724 10 34 111 48 205 internal_value=0.002259 0.00623493 0.00343827 0.00678614 0.000298231 0.00424364 internal_weight=153.627 146.261 142.089 137.235 118.254 113.205 internal_count=1296 1132 1122 1088 977 929 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=7 num_cat=0 split_feature=4 0 0 9 9 10 split_gain=5.38668 6.69587 6.53828 4.01295 5.83424 5.50313 threshold=163.00000000000003 0.0031780000000000007 0.030054500000000001 7.8627118266634275 7.5630913137471625 35.000000000000007 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 -4 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.046506266100046684 0.1009739724555925 -0.090731076548548117 0.0078931793902592869 -0.068237482668585023 0.079192086466262315 0.071568854855565064 leaf_weight=19.522714778780937 7.581986427307128 6.8583222385495892 93.857548387721181 12.537523165345194 13.075611143372951 3.6308754533529273 leaf_count=277 12 128 471 235 143 30 internal_value=0.00264885 0.00962593 0.0042966 0.00959085 0.0166115 -0.0368417 internal_weight=157.065 137.542 129.96 123.102 106.933 16.1684 internal_count=1296 1019 1007 879 614 265 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=7 num_cat=0 split_feature=4 4 10 10 0 0 split_gain=24.3776 0.00082729 0.000620418 0.000130441 0.000163325 0.000143076 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.077797395205132347 -0.080407606914705401 -0.077776218873526204 -0.076228480356761691 -0.078729824097970844 -0.076890365005423678 -0.0774764295491574 leaf_weight=14.973917379975317 0.84192837774753826 7.6708295037970045 5.1425988571718326 0.75273937918245692 7.4067146931774941 9.5193061269819719 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0271589 -0.0773153 -0.07723 -0.0774331 -0.0773934 -0.07722 internal_weight=46.308 31.3341 30.4922 25.3496 24.5969 16.926 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=7 num_cat=0 split_feature=2 15 16 11 14 10 split_gain=4.06988 4.09085 8.3118 3.86128 3.83437 4.32364 threshold=1.0000000180025095e-35 4.5000000000000009 2.0000000000000004 6.5000000000000009 4.5000000000000009 30.500000000000004 decision_type=8 10 8 10 10 8 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.076092904856543284 0.0065117634750118296 -0.080666534461668549 0.089954236380868371 0.10194277602311463 -0.074673642127014994 -0.040934928326939915 leaf_weight=6.1125342473387709 105.01169975474477 12.118795987218615 3.7351612821221361 11.842870861291885 1.9018081352114666 2.5792440772056588 leaf_count=101 792 98 82 187 6 30 internal_value=0.00374595 0.0073032 -0.0404686 0.0135452 0.058791 0.0763906 internal_weight=143.302 137.19 15.854 121.336 16.3239 14.4221 internal_count=1296 1195 180 1015 223 217 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=7 num_cat=0 split_feature=5 10 10 15 13 0 split_gain=5.86429 3.5895 6.09147 5.04792 4.78588 3.74619 threshold=59.000000000000007 35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 0.0012470000000000001 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077368217850659338 0.076843311774285938 -0.07749714810488742 0.077458237934595831 0.10680449402474797 -0.078724655396220714 6.6680608286800506e-05 leaf_weight=8.7156960805878025 6.7626798152923575 4.8377778385765842 12.240773439407347 4.558061718940734 7.3267796738073221 105.48148593492806 leaf_count=221 12 141 60 14 103 745 internal_value=0.00223875 0.0071523 0.0101553 0.0035183 -0.000418981 0.00469245 internal_weight=149.923 141.208 136.37 124.129 119.571 112.244 internal_count=1296 1075 934 874 860 757 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=7 num_cat=0 split_feature=13 21 21 0 4 4 split_gain=4.74941 4.12418 3.89081 4.34006 4.64889 10.6344 threshold=49191.500000000007 0.15113386645000002 0.51863623745000009 23.872839500000005 24642.000000000004 4433.0000000000009 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.07644568568656103 -0.11768009531092327 0.055711208651988267 0.020772242953816349 -0.028272098153887745 0.088621441479891219 -0.083539948439645961 leaf_weight=7.2555661932565263 2.628269836306572 15.694723397493361 75.50120219308883 33.001843811944127 7.6435429826378813 11.226561907213179 leaf_count=219 10 32 562 147 33 293 internal_value=0.00251866 0.00645103 0.00873142 0.00294264 0.0138585 0.00726945 internal_weight=152.952 145.696 143.068 127.373 94.3713 86.7278 internal_count=1296 1077 1067 1035 888 855 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=7 num_cat=0 split_feature=1 4 10 6 5 4 split_gain=21.3049 0.00065436 0.000505308 0.000100128 0.000105275 0.000126393 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.261706241844635 27922.500000000004 2689.5000000000005 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.07739719639161359 -0.079983236372536626 -0.076970398849189103 -0.076083939729722674 -0.077306666492175991 -0.07654160943771314 -0.078022399120734651 leaf_weight=12.964749574661255 0.78241723775863903 8.7107608290389233 4.5252836337313047 10.015695547219364 1.3045735168270756 3.2737749605439594 leaf_count=101 22 431 271 299 37 135 internal_value=-0.0289456 -0.0771311 -0.0770509 -0.0772387 -0.0773988 -0.077483 internal_weight=41.5773 28.6125 27.8301 23.3048 14.594 13.2895 internal_count=1296 1195 1173 902 471 434 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=7 num_cat=0 split_feature=13 2 0 7 0 16 split_gain=3.57471 4.00187 4.73305 6.35447 5.36594 3.50436 threshold=50796.000000000007 8.5000000000000018 47.407128000000007 74.170045924664578 2.7156310000000006 2.0000000000000004 decision_type=8 10 8 10 10 10 left_child=5 -2 3 4 -3 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.035585076469584254 0.0009298572940221446 0.086975249139729274 -0.089746469625880843 0.1077623077072682 -0.043116290644732276 0.08731667731773643 leaf_weight=29.147889573127035 79.650568071752787 5.268112946301704 2.3963962346315375 12.670784609392284 7.9635568112134933 2.5206577498465768 leaf_count=320 539 98 7 214 47 71 internal_value=0.00373971 0.0124064 0.0447086 0.0571478 0.00867891 -0.0258027 internal_weight=139.618 107.949 28.2989 25.9025 13.2317 31.6685 internal_count=1296 905 366 359 145 391 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=7 num_cat=0 split_feature=3 2 6 7 10 0 split_gain=5.52988 10.4881 5.46649 9.27823 5.32638 7.94787 threshold=3.5000000000000004 6.5000000000000009 84.869127631984739 73.883603989971604 30.500000000000004 50.271603500000005 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.033158923373030447 0.094041801799031641 -0.06293854308315297 0.090322612567091731 -0.070416745562772817 0.015049877645625121 0.078577016995458007 leaf_weight=33.910936991684139 13.955728720873593 11.643955582752822 12.340087236836551 19.163006061688069 50.202044042292982 4.4028531312942496 leaf_count=453 64 142 55 299 270 13 internal_value=0.00220994 0.0129468 0.00136914 0.0100652 -0.00336052 -0.04258 internal_weight=145.619 111.708 97.7519 86.108 73.7679 23.5659 internal_count=1296 843 779 637 582 312 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=7 num_cat=0 split_feature=4 3 6 9 7 7 split_gain=4.32654 5.53622 4.18808 4.47359 4.76513 6.91858 threshold=163.00000000000003 1.0000000180025095e-35 76.59940072320407 7.8465803564189374 76.306935986487204 72.192781170150241 decision_type=8 8 8 10 8 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.043631419329774393 0.1040666924641801 -0.052361670572151825 0.018458145333530709 -0.040066080927873809 -0.00086322338792197296 0.10947823413562463 leaf_weight=17.962407998740673 5.8168650269508353 11.827066652476786 30.190567394718528 15.345862169750033 56.838125548325479 11.544389374554155 leaf_count=277 16 102 226 326 313 36 internal_value=0.00240454 0.00868988 0.00427786 0.0101582 0.0179771 0.0436354 internal_weight=149.525 131.563 125.746 113.919 98.5731 41.735 internal_count=1296 1019 1003 901 575 262 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=7 num_cat=0 split_feature=1 10 4 10 0 0 split_gain=19.1317 0.000460004 0.000503419 9.93217e-05 0.000107773 9.0687e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.077137778861301076 -0.079706286070281088 -0.075990493972224529 -0.077350395704078562 -0.07826924505477513 -0.0765714126532126 -0.0770823856509575 leaf_weight=11.639632329344749 0.74004322290421143 4.1146198043134055 6.5438301386311712 0.65116878878325124 6.1611753189936262 7.9618120286613703 leaf_count=101 22 271 148 29 512 213 internal_value=-0.0295254 -0.0769612 -0.0771422 -0.0770532 -0.0770149 -0.0768595 internal_weight=37.8123 26.1726 22.058 21.318 20.6668 14.123 internal_count=1296 1195 924 902 873 725 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=7 num_cat=0 split_feature=4 4 0 0 6 7 split_gain=3.62628 6.12584 4.25596 3.57569 4.79854 4.2173 threshold=126.00000000000001 168.50000000000003 0.0042110000000000003 4.9691275000000017 123.24539739966269 74.79556124257094 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.041411111157588699 0.074002484289263967 -0.085310025881802712 0.023909691034985726 -0.053931592815273148 -0.0058398413952936894 0.095276481322839876 leaf_weight=15.813178464770315 13.125233788043259 5.3518761470913878 53.554021373391151 18.297151159495115 24.20137016102672 4.9721040464937678 leaf_count=176 133 16 625 138 159 49 internal_value=0.00359124 0.00954621 0.0015933 0.00619708 -0.0137854 0.0113937 internal_weight=135.315 119.502 106.377 101.025 47.4706 29.1735 internal_count=1296 1120 987 971 346 208 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=7 num_cat=0 split_feature=5 4 3 2 4 4 split_gain=4.72048 3.37882 7.21352 8.94318 3.84045 6.90193 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5605.5000000000009 7457.0000000000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.077188369240999422 0.069808443800608105 -0.056853609674783451 0.087334669586622532 -0.031715133639768515 0.1010282750356262 0.0018852164758821793 leaf_weight=7.1709818532690397 7.8350348621606818 17.813052129000425 13.699232429265974 26.15352593222633 7.9340165089815846 61.069352827966213 leaf_count=221 31 201 64 381 72 326 internal_value=0.00186584 0.00608055 0.0021387 0.0117921 0.000916659 0.0132847 internal_weight=141.675 134.504 126.669 108.856 95.1569 69.0034 internal_count=1296 1075 1044 843 779 398 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=7 num_cat=0 split_feature=20 4 0 0 21 21 split_gain=3.96069 3.99479 4.81144 5.60445 3.9648 3.98306 threshold=0.88108871895000018 163.00000000000003 0.0031780000000000007 0.030054500000000001 0.15113386645000002 0.51863623745000009 decision_type=10 8 8 8 8 8 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.040919562659679221 -0.11689872154784275 0.089470230149722677 -0.088849999405627086 -0.11272972992459392 0.061783463131996244 0.0063218371352551962 leaf_weight=16.873128775507212 2.7259553410112849 7.3385099172592154 5.9150452725589266 2.5317590683698654 14.978147923946379 95.574965660925955 leaf_count=266 18 12 128 10 29 833 internal_value=0.00250882 0.00478168 0.0108853 0.00603912 0.0110024 0.013836 internal_weight=145.938 143.212 126.338 119 113.085 110.553 internal_count=1296 1278 1012 1000 872 862 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=7 num_cat=0 split_feature=1 0 0 10 9 5 split_gain=17.0005 0.000404392 0.000282735 0.000277806 8.59163e-05 8.07038e-05 threshold=1.0000000180025095e-35 0.00033650000000000005 5.1000000000000006e-05 25.000000000000004 7.0552184806384721 17305.000000000004 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.076873889157609926 -0.077390026682027602 -0.076632377450436204 -0.080138439670650055 -0.075912316994347723 -0.077169019392487395 -0.076265436220537108 leaf_weight=10.272465728223324 1.1349502094090009 9.0650987755507284 0.5584760010242461 3.7810137940105042 8.3926877412013692 1.1204150971025217 leaf_count=101 63 499 5 271 318 39 internal_value=-0.0308146 -0.0768065 -0.0782964 -0.0766937 -0.0768527 -0.0770626 internal_weight=34.3251 24.0526 1.69343 22.3592 18.5782 9.5131 internal_count=1296 1195 68 1127 856 357 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=7 num_cat=0 split_feature=15 16 4 4 3 10 split_gain=3.07907 6.54768 3.86123 4.62185 4.68664 3.37975 threshold=4.5000000000000009 2.0000000000000004 126.00000000000001 156.00000000000003 1.0000000180025095e-35 30.500000000000004 decision_type=10 8 8 8 8 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.038465833971775158 -0.078698785278076444 0.087553154237461336 0.094974214641502339 -0.097146657217440813 0.019178207252116823 -0.063478403805084349 leaf_weight=15.15659813955426 10.589841905981299 3.0515768136829147 6.8470042645931235 3.9201832860708228 87.176009831950068 5.2444564886391154 leaf_count=176 98 82 89 16 780 55 internal_value=0.00347903 -0.0415083 0.00866468 0.0155874 0.00994531 0.0144878 internal_weight=131.986 13.6414 118.344 103.188 96.3406 92.4205 internal_count=1296 180 1116 940 851 835 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=7 num_cat=0 split_feature=5 0 3 2 6 7 split_gain=4.21178 3.16432 5.61297 7.65697 4.6797 7.60795 threshold=59.000000000000007 0.0012470000000000001 3.5000000000000004 6.5000000000000009 84.869127631984739 73.883603989971604 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.077114923879596148 0.074661586854800677 -0.048797106836838362 0.08149409648716624 -0.061234192023494553 0.083450919188332306 -0.0032599358897393415 leaf_weight=6.4152468126267186 6.361881583929061 18.318303009495139 13.506720997393129 10.713636983186005 11.779564660042523 71.761201180983335 leaf_count=221 12 220 64 142 55 582 internal_value=0.00201757 0.00585062 0.00237847 0.0110778 0.000987091 0.00896662 internal_weight=138.857 132.441 126.079 107.761 94.2544 83.5408 internal_count=1296 1075 1063 843 779 637 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=7 num_cat=0 split_feature=19 19 21 19 19 21 split_gain=3.70956 4.14516 2.99945 3.69537 6.79777 3.01487 threshold=0.090384911050000016 0.15620164650000004 0.13233336635000004 0.71761699185000005 0.61277817545000013 0.71248237940000003 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.12538210518715609 -0.11663126576355731 -0.10315320832888922 0.0077029056587403196 0.064244294509741048 -0.12199002257721435 -0.07422834135012267 leaf_weight=2.4045627862215042 2.9767326787114143 2.6287765502929688 116.46353494049981 9.6761386245489103 4.3999918773770323 4.6714154444634906 leaf_count=12 15 22 1157 42 20 28 internal_value=0.002223 0.00011995 0.00264126 0.00469812 0.000108345 0.00454333 internal_weight=143.221 140.817 137.84 135.211 125.535 121.135 internal_count=1296 1284 1269 1247 1205 1185 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=7 num_cat=0 split_feature=1 4 10 10 0 0 split_gain=15.2038 0.000493102 0.000221525 6.15305e-05 6.49695e-05 6.22642e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.076660321434497247 -0.079299977531509358 -0.076965645042263595 -0.075843802614044109 -0.077754212757473629 -0.076286538409462368 -0.07674959150495847 leaf_weight=9.1478118300437927 0.68442508578300731 5.5144810630008676 3.4851612767670295 0.55237610545009275 5.1018563807010633 6.7403069478459656 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0317431 -0.0766578 -0.0765732 -0.0767152 -0.0766821 -0.0765501 internal_weight=31.2264 22.0786 21.3942 17.909 17.3566 11.8422 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=7 num_cat=0 split_feature=15 16 9 10 6 4 split_gain=2.70969 5.91276 3.83714 5.06862 4.73315 4.38845 threshold=4.5000000000000009 2.0000000000000004 6.1105046267509833 30.500000000000004 83.534692932856203 126.00000000000001 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.02087473684097203 -0.077017691343116673 0.086634517514419862 0.045569926511280195 -0.06121667796403181 -0.056539548035192025 0.033012909280231539 leaf_weight=29.177414894104004 9.8627054542303068 2.8444567788392296 36.571323016658425 5.0598053559660903 14.519345816224812 31.350044649094343 leaf_count=255 98 82 390 55 76 340 internal_value=0.00346718 -0.0403847 0.008243 0.0325912 -0.00526381 0.00703623 internal_weight=129.385 12.7072 116.678 41.6311 75.0468 60.5275 internal_count=1296 180 1116 445 671 595 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=7 num_cat=0 split_feature=20 5 10 10 10 15 split_gain=3.76969 3.66728 3.08102 4.74957 3.90038 3.61503 threshold=0.15294678395000003 59.000000000000007 35.000000000000007 30.500000000000004 16.500000000000004 6.5000000000000009 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.12489006986053969 -0.077123844510471121 0.0040870522966085275 -0.077163854265445558 0.075149243006289834 -0.098467657326356067 0.10036804856578647 leaf_weight=2.310118867084384 5.3547476129606357 105.87742861360312 4.1733254333958021 10.319092132151125 3.5774830775335422 4.0488258525729171 leaf_count=21 207 754 141 60 99 14 internal_value=0.00176016 0.0039542 0.00734612 0.0101944 0.00428914 0.00763329 internal_weight=135.661 133.351 127.996 123.823 113.504 109.926 internal_count=1296 1275 1068 927 867 768 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=7 num_cat=0 split_feature=19 19 13 3 4 4 split_gain=4.30895 4.03809 2.94822 2.74264 2.7199 6.21418 threshold=0.057906774700000004 0.15620164650000004 49191.500000000007 75.000000000000014 24642.000000000004 4433.0000000000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.14142247676368555 -0.1126939582479346 -0.076272100758189118 0.0099660814227456665 -0.082758580629838707 0.065159045013580497 -0.082269818380791782 leaf_weight=2.1871315315365791 3.1106171682476997 4.5862598051317027 112.27561876829714 3.4445961844176045 7.7310102432966223 7.812655257061123 leaf_count=9 18 203 699 53 42 272 internal_value=0.00215261 -3.93913e-05 0.00254011 0.00529375 0.00766666 0.00396543 internal_weight=141.148 138.961 135.85 131.264 127.819 120.088 internal_count=1296 1287 1269 1066 1013 971 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=7 num_cat=0 split_feature=1 4 10 10 9 5 split_gain=13.5223 0.000415027 0.000178066 5.50039e-05 3.45903e-05 5.02938e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 7.8299839649814862 17305.000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.07646159436089206 -0.079027284853113042 -0.076428024075790579 -0.075755739101289229 -0.077601349372515199 -0.076842097465490367 -0.076041551258045958 leaf_weight=8.0886743068695068 0.64588075131178158 9.5227671787142771 3.1009840350598088 0.51266549061983901 5.5161852105520675 0.91493271151557554 leaf_count=101 22 623 271 29 211 39 internal_value=-0.0328076 -0.0765332 -0.0764509 -0.0765818 -0.076549 -0.0767282 internal_weight=28.3021 20.2134 19.5675 16.4666 15.9539 6.43112 internal_count=1296 1195 1173 902 873 250 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=7 num_cat=0 split_feature=15 16 2 10 7 4 split_gain=2.39792 5.28419 3.34963 4.56289 4.34004 2.39243 threshold=4.5000000000000009 2.0000000000000004 8.5000000000000018 30.500000000000004 74.291817609288742 1000.5000000000001 decision_type=10 10 10 10 10 10 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0034846748418194138 -0.075634609762623317 0.086204075575806838 0.0078595127805631115 -0.058307327310600281 0.084898728174719967 -0.046909786604655342 leaf_weight=69.878536440432072 9.1021344792097789 2.5920277889817944 13.810134422034027 4.6155780255794516 15.542347945272921 10.888383168727158 leaf_count=588 98 82 157 55 250 66 internal_value=0.00337488 -0.0397628 0.00777162 0.0341187 0.0486523 -0.00330912 internal_weight=126.429 11.6942 114.735 33.9681 29.3525 80.7669 internal_count=1296 180 1116 462 407 654 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=7 num_cat=0 split_feature=0 19 19 5 0 3 split_gain=3.33303 3.13118 3.87056 2.88735 3.04479 4.03787 threshold=64.315626000000009 0.090384911050000016 0.13677124340000005 59.000000000000007 0.0012470000000000001 3.5000000000000004 decision_type=10 8 8 8 8 8 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.11745626465504032 0.097581584761273182 0.11431362518207888 -0.076994340055398972 0.069867172682308742 -0.046285278683372698 0.0058528164923231894 leaf_weight=2.2697978131473064 3.5202354341745368 2.9465810097754002 4.8859570855274788 6.1659295260906211 17.608575077727437 94.952699384186417 leaf_count=12 10 9 211 12 220 822 internal_value=0.00157968 -0.00104355 0.00104427 -0.00165575 0.00144465 -0.00230343 internal_weight=132.35 128.83 126.56 123.613 118.727 112.561 internal_count=1296 1286 1274 1265 1054 1042 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=7 num_cat=0 split_feature=19 19 21 21 21 21 split_gain=3.52553 3.64092 2.70343 4.38673 4.00356 4.69155 threshold=0.057906774700000004 0.15620164650000004 0.13233336635000004 0.17515917035000003 0.22032349530000003 0.26539142955000006 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.12740625275150397 -0.10935725605338049 -0.1018389652840001 0.14579687048665574 -0.13002632986756074 0.15108895483452003 0.0019180517936336263 leaf_weight=2.2099627964198589 2.9736482091248035 2.4368860069662333 2.159877322614193 2.2534334938973188 2.1447218134999275 124.41049404488876 leaf_count=9 18 22 6 8 6 1227 internal_value=0.00211251 8.21773e-05 0.00252162 0.00446342 0.00209352 0.00444604 internal_weight=138.589 136.379 133.405 130.969 128.809 126.555 internal_count=1296 1287 1269 1247 1241 1233 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=7 num_cat=0 split_feature=1 0 0 10 10 0 split_gain=12.3114 0.000224747 0.000172821 0.000130864 4.28799e-05 3.45996e-05 threshold=1.0000000180025095e-35 0.00033650000000000005 5.1000000000000006e-05 25.000000000000004 16.500000000000004 3.5404535000000004 decision_type=8 8 10 10 10 8 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.076328090797346315 -0.076848259470999186 -0.076208474326162137 -0.079244846002049826 -0.075698774321495313 -0.077377608331632985 -0.076532765789645907 leaf_weight=7.3649782836437225 0.88541759084910754 5.3119073281995943 0.45578003488481045 2.8430443801917127 0.47285136114806015 8.6436423994600773 leaf_count=101 63 535 5 271 29 292 internal_value=-0.0331109 -0.0764157 -0.0776627 -0.0763189 -0.0764411 -0.0764093 internal_weight=25.9776 18.6126 1.3412 17.2714 14.4284 13.9555 internal_count=1296 1195 68 1127 856 827 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=7 num_cat=0 split_feature=0 2 0 0 0 5 split_gain=3.0731 3.67042 2.33686 3.77607 3.83031 3.69553 threshold=47.407128000000007 99.000000000000014 0.0042110000000000003 0.037647000000000007 0.046666000000000006 510.00000000000006 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=-0.030042922598249994 -0.086210612111190299 0.13667396748641625 0.063255947624407435 -0.11006167085019465 0.03567127593835414 -0.008261917180442788 leaf_weight=17.560018796473742 3.7299326136708251 2.1103270910680285 11.562785891816018 2.9230458550155154 28.671015825122595 57.636087654158473 leaf_count=189 18 18 164 26 260 621 internal_value=0.00318503 0.00595301 0.00362215 0.00948724 0.00251968 0.00633259 internal_weight=124.193 120.463 118.353 100.793 89.2301 86.3071 internal_count=1296 1278 1260 1071 907 881 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=7 num_cat=0 split_feature=0 4 3 2 3 0 split_gain=3.07874 3.2517 4.33142 3.47917 5.35266 4.62617 threshold=64.315626000000009 65648.500000000015 75.000000000000014 12.500000000000002 6.5000000000000009 0.059479500000000005 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0064086715099711733 0.095878975599619456 -0.099591627306825581 0.085462260490659372 -0.045041628518880363 0.045461871058728141 -0.048907987236391087 leaf_weight=56.056079327128828 3.3691635131835929 3.2577050626277915 5.869517356157302 16.561946853529662 24.158236013259739 20.701932257506996 leaf_count=408 10 25 35 285 230 303 internal_value=0.00153315 -0.000977535 0.00162694 -0.00256169 0.00440993 -0.00851045 internal_weight=129.975 126.605 123.348 117.478 100.916 76.758 internal_count=1296 1286 1261 1226 941 711 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=7 num_cat=0 split_feature=20 4 3 3 5 0 split_gain=3.21198 2.85895 3.89092 4.06558 3.81563 7.78415 threshold=0.88108871895000018 163.00000000000003 1.0000000180025095e-35 1.5000000000000002 154.00000000000003 0.10875250000000002 decision_type=10 8 8 8 8 8 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.036918049525534069 -0.11203625618431118 0.097141480689501319 -0.097363096602031643 0.068272765982627687 -0.077175579257728028 0.012714545398541572 leaf_weight=15.161937557160853 2.4289941638708106 4.825507625937461 3.7194974534213534 9.8693806976079923 10.783108366653321 90.366229583742097 leaf_count=266 18 16 46 38 189 723 internal_value=0.00193441 0.00398921 0.00917668 0.00547717 0.00892266 0.00313173 internal_weight=137.155 134.726 119.564 114.738 111.019 101.149 internal_count=1296 1278 1012 996 950 912 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=7 num_cat=0 split_feature=1 4 10 10 0 0 split_gain=11.1757 0.000303511 0.00010762 3.56371e-05 3.59647e-05 2.77536e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.076201215801325439 -0.078564963502706406 -0.076550093674745662 -0.075643867976506476 -0.077226606823984231 -0.076000350026471652 -0.076352943790306507 leaf_weight=6.6834631748497486 0.57715661823750153 4.3565673306584367 2.6177401635795823 0.44176949746906835 3.9288596576079708 5.1700051971711218 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0334387 -0.0763108 -0.076232 -0.0763428 -0.0763138 -0.0762007 internal_weight=23.7756 17.0921 16.5149 13.8972 13.4554 9.09886 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=7 num_cat=0 split_feature=0 2 4 4 0 4 split_gain=2.6468 2.92645 2.21683 4.3872 4.48434 3.80492 threshold=47.407128000000007 99.000000000000014 126.00000000000001 156.00000000000003 0.0042110000000000003 219.50000000000003 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=-0.034905707971897904 -0.084872357232897752 0.12330296830963272 0.091334500172332245 -0.08299519489108291 0.076553758887454637 0.0023246870623126435 leaf_weight=13.48634344153106 3.3466184847056857 2.065243385732173 5.9806747101247302 5.6964064836502066 7.5282905474305144 83.479268667288125 leaf_count=176 18 18 89 18 75 902 internal_value=0.002827 0.00530929 0.00321164 0.00821788 0.00307751 0.00846503 internal_weight=121.583 118.236 116.171 102.685 96.704 91.0076 internal_count=1296 1278 1260 1084 995 977 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=7 num_cat=0 split_feature=20 5 10 10 10 0 split_gain=2.93141 2.80645 2.66392 3.92739 3.36167 2.37563 threshold=0.15294678395000003 59.000000000000007 35.000000000000007 30.500000000000004 16.500000000000004 64.315626000000009 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.11650711127010271 -0.077024591775232812 0.0042343808918379718 -0.076917699171508661 0.073015382859687047 -0.096590794138424502 0.093429755186410765 leaf_weight=2.0671161618083715 4.1779736564494661 102.2064016116783 3.7251533318776628 8.8547521680593473 3.2390094343572846 3.0758958011865607 leaf_count=21 207 758 141 60 99 10 internal_value=0.00160715 0.00355605 0.00633607 0.00897828 0.0037532 0.00684029 internal_weight=127.346 125.279 121.101 117.376 108.521 105.282 internal_count=1296 1275 1068 927 867 768 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=7 num_cat=0 split_feature=20 0 7 4 4 3 split_gain=2.86581 2.87199 4.69976 3.42416 5.74113 3.89718 threshold=0.88108871895000018 23.872839500000005 81.226848822243241 32548.500000000004 4433.0000000000009 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.00967976576102271 -0.10856507291169959 -0.062919236748396348 0.06894054429417161 0.091566913709893172 -0.067121499383323305 0.13598609202586978 leaf_weight=98.706554791890085 2.3110533701255909 12.966906121000649 3.4148855507373801 4.8477903753519049 9.8625898915342969 2.5048608742654315 leaf_count=798 18 111 9 28 314 18 internal_value=0.00183223 0.00376063 -0.0354323 0.00929927 0.00570872 0.0128057 internal_weight=134.615 132.304 16.3818 115.922 111.074 101.211 internal_count=1296 1278 120 1158 1130 816 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=7 num_cat=0 split_feature=1 4 10 10 0 0 split_gain=10.0449 0.000261135 9.00314e-05 3.47024e-05 2.89331e-05 2.13645e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.076072413616887449 -0.078359525820457951 -0.076431737762776286 -0.075566635870151902 -0.077137676257994142 -0.075922380164453449 -0.076245119544243969 leaf_weight=5.98341129347682 0.54816421493887979 4.0290478984825286 2.3346112383296722 0.41832610592246133 3.6151281185448152 4.7409908277913928 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0341658 -0.0762154 -0.0761377 -0.0762419 -0.0762116 -0.0761055 internal_weight=21.6697 15.6863 15.1381 12.8035 12.3852 8.35612 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=7 num_cat=0 split_feature=0 2 3 2 10 11 split_gain=2.31137 2.5376 2.0542 2.93591 4.75118 3.84869 threshold=47.407128000000007 99.000000000000014 63.500000000000007 8.5000000000000018 30.500000000000004 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0047808732883928345 -0.083592637591324959 0.11609887357104083 -0.078870196371797291 0.054380140307768325 -0.073870108240778734 0.087837408645559015 leaf_weight=80.096111608669162 3.012366857379674 2.0248489305376998 2.973083969205617 23.152871958911422 6.0994564555585367 1.939916882663965 leaf_count=717 18 18 37 376 92 38 internal_value=0.00288972 0.00513003 0.00316353 0.00535507 0.0313824 -0.0348498 internal_weight=119.299 116.286 114.261 111.288 31.1922 8.03937 internal_count=1296 1278 1260 1223 506 130 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 20 split_gain=2.58331 2.76484 3.14983 6.16139 3.41164 3.79163 threshold=0.090384911050000016 0.13677124340000005 0.42674026145000005 0.48125046350000006 0.31027308865000008 0.34586573865000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.10986050100260972 0.10029586035479764 -0.06121786160358076 0.13592170537587883 -0.086100567533652139 0.14004908037584254 0.0018307362988525572 leaf_weight=2.0551774483174086 2.8636318519711494 7.6494411062449217 3.4883684478700161 4.3274164106696844 2.0239932406693697 102.22321139718406 leaf_count=12 9 48 12 27 7 1181 internal_value=0.00132631 0.00319053 0.000867677 0.00510565 0.000902689 0.00451429 internal_weight=124.631 122.576 119.712 112.063 108.575 104.247 internal_count=1296 1284 1275 1227 1215 1188 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 20 split_gain=2.7927 3.54287 3.55886 4.86404 3.13664 2.67992 threshold=0.15113386645000002 0.17515917035000003 0.22032349530000003 0.26539142955000006 0.31373009000000007 0.88108871895000018 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.10132837459722908 0.13024274666711341 -0.12439154307246192 0.13285356848810895 -0.065272599047988988 0.0067972540914184552 -0.10627556858367955 leaf_weight=2.5776051031425595 2.1784112509340048 2.202212093397975 2.8558929143473506 6.7798744682222605 113.54539850517176 2.1354912519454947 leaf_count=27 6 9 9 38 1193 14 internal_value=0.00174125 0.00378965 0.00162945 0.00384404 0.000835421 0.00470991 internal_weight=132.275 129.697 127.519 125.317 122.461 115.681 internal_count=1296 1269 1263 1254 1245 1207 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=7 num_cat=0 split_feature=1 4 10 10 0 0 split_gain=9.19305 0.000208044 7.07652e-05 2.50899e-05 2.43731e-05 1.64871e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075980481288710433 -0.078105398901704995 -0.076328190007516269 -0.075521534940521814 -0.076940217923942331 -0.075848834393887191 -0.076144517311479532 leaf_weight=5.4780086651444435 0.51020135357976037 3.7394422693178022 2.1480293016647929 0.38434874452650625 3.3171614033635706 4.3702471433207393 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0343513 -0.076122 -0.0760495 -0.0761455 -0.0761188 -0.0760169 internal_weight=19.9474 14.4694 13.9592 11.8112 11.4269 7.68741 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=7 num_cat=0 split_feature=0 0 0 5 4 6 split_gain=2.11929 2.02451 2.77248 3.9627 3.8318 5.18462 threshold=47.407128000000007 30.036528000000001 4.9691275000000017 515.50000000000011 467.50000000000006 123.90553021489937 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.010727145822736869 -0.082905826389217729 0.046037117536504246 0.046925645889378163 -0.057417530853983573 0.047822739761888743 -0.055547231044214662 leaf_weight=45.938539743423462 2.8106598779559127 10.874954499304293 4.7721352651715305 15.337458703666924 32.171510211192071 5.7138368617743245 leaf_count=430 18 81 33 164 530 40 internal_value=0.00288457 0.00498483 0.000689374 -0.0326562 0.00868908 0.0322326 internal_weight=117.619 114.808 103.933 20.1096 83.8239 37.8853 internal_count=1296 1278 1197 197 1000 570 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=7 num_cat=0 split_feature=5 8 6 6 4 4 split_gain=2.40442 2.41307 6.55325 5.58584 4.52891 4.4279 threshold=59.000000000000007 5.1961442471023433 84.869127631984739 114.30098072864854 274.00000000000006 149.00000000000003 decision_type=8 8 8 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.076908556419256355 0.058293083570476995 -0.082267645651490903 0.004749811173490371 -0.099062104576570123 0.081607638927788467 -0.051473467862004886 leaf_weight=3.824306253809481 7.1958015672862583 9.7409961838275176 77.594806943787262 3.1586457230150691 14.06160178594291 7.5109820570796728 leaf_count=221 31 159 677 27 72 109 internal_value=0.00114188 0.00364466 -0.00495568 0.0271707 0.0410306 0.00223361 internal_weight=123.087 119.263 87.3358 31.927 28.7684 14.7068 internal_count=1296 1075 836 239 212 140 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=7 num_cat=0 split_feature=19 19 0 6 3 4 split_gain=2.51537 2.60899 2.3093 3.30959 4.02091 3.25486 threshold=0.057906774700000004 0.15620164650000004 23.872839500000005 87.834410270731823 5.5000000000000009 32548.500000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=0.1107350300440321 -0.10095244875426652 0.0033939812158441996 -0.091306079708424748 0.078814701718545058 -0.052618743822767801 0.090667719969434846 leaf_weight=2.0771707445383072 2.5195244494825602 106.36596749629825 6.1482127457857105 4.0228655189275742 5.5235128151252866 4.4521859027445307 leaf_count=9 18 1121 33 14 73 28 internal_value=0.00156654 -0.00019086 0.00181583 -0.0340849 0.00276761 0.00690026 internal_weight=131.109 129.032 126.513 15.6946 9.54638 110.818 internal_count=1296 1287 1269 120 87 1149 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=7 num_cat=0 split_feature=2 4 10 10 0 0 split_gain=8.35262 0.000172716 5.65068e-05 2.12295e-05 1.96979e-05 1.30194e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.07588932509520957 -0.077902311003903824 -0.076227324771795418 -0.075472597830338564 -0.076819983558361712 -0.075779794595794203 -0.076054218405206986 leaf_weight=4.9734239168465164 0.47906749323010167 3.4551331908442044 1.9490895178169019 0.35316040366888124 3.0401324831182137 4.0080190021544695 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0346536 -0.0760381 -0.0759684 -0.0760574 -0.0760317 -0.0759358 internal_weight=18.258 13.2846 12.8055 10.8564 10.5033 7.04815 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=7 num_cat=0 split_feature=15 16 9 6 4 4 split_gain=2.07722 4.41929 3.03497 4.18629 2.96015 4.49171 threshold=4.5000000000000009 2.0000000000000004 6.0924752076375546 83.534692932856203 1000.5000000000001 1101.5000000000002 decision_type=10 8 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0068706637984858451 -0.074809838872383086 0.084407428377131721 0.093334039236519131 -0.055167178555274234 -0.10099455381878225 0.029937187098035774 leaf_weight=54.957314500585198 8.0146909281611407 2.2278951974585661 6.1856743991374961 13.561222076416014 2.8969016671180752 27.423920822329819 leaf_count=593 98 82 60 75 6 382 internal_value=0.00280816 -0.040178 0.00700039 -0.0054079 0.0302893 0.0174278 internal_weight=115.268 10.2426 105.025 68.5185 36.5065 30.3208 internal_count=1296 180 1116 668 448 388 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=7 num_cat=0 split_feature=5 2 3 4 4 4 split_gain=2.27142 2.8828 4.36086 4.32182 7.12419 5.03096 threshold=41149.000000000007 12.500000000000002 6.5000000000000009 6106.0000000000009 343.00000000000006 274.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0036684703432391854 0.058063867574795897 -0.039457352678956614 0.042539655047720816 0.10946835223412035 -0.075010112314201793 0.12606710359417073 leaf_weight=52.196950877085328 6.5720346868038169 17.718476851703599 22.878986244555563 3.0274124331772319 14.48551640473306 3.1706107836216679 leaf_count=436 45 308 232 32 221 22 internal_value=0.000906374 -0.00240388 0.00445216 -0.00750444 -0.012574 0.00376081 internal_weight=120.05 113.478 95.7595 72.8805 69.8531 55.3676 internal_count=1296 1251 943 711 679 458 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 9 split_gain=2.41835 3.12197 5.96626 2.90047 5.05838 2.50707 threshold=0.15113386645000002 0.71761699185000005 0.61277817545000013 0.59649699155000013 0.34182378015000009 7.8465803564189374 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.098391941959793131 0.056416734981176067 0.058782052611252883 -0.11925907168254826 0.0085612582909630943 -0.11505712882215438 -0.040684875747484694 leaf_weight=2.3761100545525551 9.4175050999037904 9.43115052487701 4.1178553514182559 87.763316676951945 3.7826676908880463 11.71788730076514 leaf_count=27 50 42 20 802 29 326 internal_value=0.00155674 0.00343813 -0.00103071 0.00328986 -0.00155523 0.00276056 internal_weight=128.606 126.23 116.799 112.681 103.264 99.4812 internal_count=1296 1269 1227 1207 1157 1128 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=7 num_cat=0 split_feature=2 4 10 10 0 0 split_gain=7.7221 0.000134634 4.34974e-05 1.64003e-05 1.56307e-05 9.76249e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075825613430533553 -0.07766864359455726 -0.076131872323811481 -0.075439772169603625 -0.07668083642643661 -0.075720722192972004 -0.075968563676346787 leaf_weight=4.6174762435257461 0.44281379133462628 3.1929636248387361 1.7983538657426841 0.31783077353611666 2.7974031330086291 3.6802109219133854 leaf_count=101 22 148 271 29 512 213 internal_value=-0.034356 -0.0759568 -0.0758925 -0.075974 -0.0759508 -0.0758615 internal_weight=16.8471 12.2296 11.7868 9.98841 9.67058 6.47761 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=7 num_cat=0 split_feature=7 2 7 0 0 0 split_gain=2.01645 1.84538 3.82414 3.65448 3.91622 3.13995 threshold=83.814145346247159 8.5000000000000018 74.262634801820255 2.7156310000000006 17.877716500000002 43.150867500000011 decision_type=10 10 10 10 10 10 left_child=1 2 -1 -3 -5 -6 right_child=-2 3 -4 4 5 -7 leaf_value=0.0026897018958114468 0.10429537703724867 0.054190115003662956 -0.056166782832623163 -0.055568189618010258 0.083939633628274571 -0.038344787287876658 leaf_weight=63.540657758712769 1.9267914295196522 16.585706265643239 13.360640250146387 9.4124536197632569 5.471797797828911 3.4074095636606216 leaf_count=598 13 365 110 129 56 25 internal_value=0.00286556 0.00111715 -0.00753588 0.0201963 -0.0106272 0.0370128 internal_weight=113.705 111.779 76.9013 34.8774 18.2917 8.87921 internal_count=1296 1283 708 575 210 81 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 20 split_gain=2.13895 2.1309 2.58814 4.83732 3.37478 2.84968 threshold=0.090384911050000016 0.13677124340000005 0.42674026145000005 0.48125046350000006 0.53170926415000019 0.31027308865000008 decision_type=8 8 8 8 10 8 left_child=-1 -2 4 -4 -3 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.10578155957587368 0.089772602460561582 -0.12982976022591411 0.12133422201329265 -0.08094106863565928 0.0053165077795308607 0.0039625991564906744 leaf_weight=1.8514096951112149 2.7354255691170692 3.4073095414787531 3.4266834342852235 4.1186310518532991 4.0368177574127913 98.386703404132277 leaf_count=12 9 26 12 27 22 1188 internal_value=0.000856943 0.0025573 0.00045306 0.00445828 -0.0565423 0.000551197 internal_weight=117.963 116.112 113.376 105.932 7.44413 102.505 internal_count=1296 1284 1275 1227 48 1215 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=7 num_cat=0 split_feature=20 4 3 3 5 0 split_gain=2.35841 2.25782 3.17612 3.4078 3.22857 8.06755 threshold=0.88108871895000018 163.00000000000003 1.0000000180025095e-35 1.5000000000000002 163.00000000000003 0.10875250000000002 decision_type=10 8 8 8 8 8 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.034653657639716971 -0.1048746728513606 0.092646087812278469 -0.094005235963362271 0.05992728600653037 -0.091031732775259416 0.011066445353030726 leaf_weight=14.154573748819528 2.0620276406407347 4.2392712086439124 3.4077224731445304 10.592983849346636 8.5266345264390093 83.822718055220321 leaf_count=266 18 16 46 40 187 723 internal_value=0.00119773 0.00295112 0.00776424 0.00438072 0.00763762 0.0016397 internal_weight=126.806 124.744 110.589 106.35 102.942 92.3494 internal_count=1296 1278 1012 996 950 910 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=7 num_cat=0 split_feature=1 4 10 10 0 0 split_gain=7.05703 0.000113541 3.43086e-05 1.29133e-05 1.27802e-05 7.30162e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075753492895530183 -0.077506812889537202 -0.076047417895135527 -0.075404106394424325 -0.076546932799981593 -0.07566561481552414 -0.075889498885635231 leaf_weight=4.2203452810645103 0.4160316698253127 2.9474695306271279 1.6537364538526169 0.29754521790891963 2.5667390726739541 3.3683681583497673 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0345178 -0.0758856 -0.0758234 -0.0758989 -0.0758772 -0.0757927 internal_weight=15.4702 11.2499 10.8339 9.18012 8.88258 5.93511 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 0 split_gain=1.81928 3.93322 2.63148 3.53813 3.18067 3.61626 threshold=4.5000000000000009 2.0000000000000004 6.0924752076375546 83.534692932856203 6.5074855779350136 47.407128000000007 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 5 -4 right_child=1 -3 4 -5 -6 -7 leaf_value=0.0063070340409456735 -0.073680806435720558 0.082934110766067715 0.07370894422131101 -0.051417804380770794 -0.0012958440595243626 -0.082438149606485933 leaf_weight=53.889236338436604 7.3409120533615333 2.0517294509336352 15.782568270340564 13.223680417984722 17.535049633122981 1.6370110362768162 leaf_count=593 98 82 226 75 214 8 internal_value=0.00264547 -0.0394698 0.00652108 -0.00506685 0.0287699 0.059035 internal_weight=111.46 9.39264 102.068 67.1129 34.9546 17.4196 internal_count=1296 180 1116 668 448 234 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=7 num_cat=0 split_feature=10 15 10 10 0 4 split_gain=2.02925 3.71749 3.03332 2.41567 1.92711 2.64457 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 16.500000000000004 77.315409000000002 54829.000000000007 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0011306406859055635 -0.076666345887454648 0.089592408954825342 0.069849900649742697 -0.095099246026746423 0.088630513532235708 -0.096672070713785668 leaf_weight=94.611599517054856 3.269263921538367 4.7760620824992648 5.7933138646185389 2.8623556462116531 2.2959826141595832 2.9886668995022765 leaf_count=946 141 32 42 99 8 28 internal_value=0.00100614 0.00324682 -0.000552212 -0.00452134 -0.00192598 -0.00405626 internal_weight=116.597 113.328 108.552 102.759 99.8962 97.6003 internal_count=1296 1155 1123 1081 982 974 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 20 split_gain=2.16578 2.69214 3.23352 3.23502 2.3133 2.30638 threshold=0.15113386645000002 0.17515917035000003 0.22032349530000003 0.26539142955000006 0.31373009000000007 0.71060121615000005 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.097060929422345135 0.11396436747878091 -0.12119435538195462 0.1103851835659458 -0.058727148431316323 0.043896262150163276 -0.0014578673512082394 leaf_weight=2.2132405582815409 2.138610390946269 2.1350258402526379 2.7391871595755219 6.2523442348465323 12.68863419163972 96.372183486819267 leaf_count=27 6 9 9 38 58 1149 internal_value=0.000978183 0.002752 0.000773093 0.00297892 0.000427561 0.00381884 internal_weight=124.539 122.326 120.187 118.052 115.313 109.061 internal_count=1296 1269 1263 1254 1245 1207 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=7 num_cat=0 split_feature=1 4 10 10 0 0 split_gain=6.53078 8.94545e-05 2.76507e-05 1.14271e-05 1.01022e-05 5.53113e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075700876372252507 -0.07731645515027824 -0.07596993841452454 -0.075366135869802647 -0.07646216298908165 -0.075619172629780906 -0.075822128597465621 leaf_weight=3.9231422394514084 0.38576164096593579 2.7263381117954815 1.4832785192993476 0.28015588177368123 2.3670180150074884 3.1032587760128081 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0341621 -0.0758223 -0.0757645 -0.0758341 -0.0758127 -0.0757343 internal_weight=14.269 10.3458 9.96005 8.47677 8.19661 5.47028 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=7 num_cat=0 split_feature=7 20 2 10 6 9 split_gain=1.8316 1.62442 1.89561 3.19047 3.14843 4.793 threshold=83.814145346247159 0.18647970780000003 8.5000000000000018 30.500000000000004 84.321106686229314 6.3944237114723839 decision_type=10 8 10 8 8 8 left_child=1 -1 4 -4 -3 -6 right_child=-2 2 3 -5 5 -7 leaf_value=0.10037264137764322 0.09862280651212034 0.010235407342327776 0.035713059031071297 -0.040155125368274786 -0.092827032025386766 -0.0092595984645553447 leaf_weight=1.6096028238534925 1.9432604014873494 38.050757447257638 25.510555179789662 7.0815512370318165 9.3033661022782308 26.16814499348402 leaf_count=27 13 449 426 149 32 200 internal_value=0.00240239 0.000666649 -0.000845748 0.0192286 -0.0097446 -0.0311774 internal_weight=109.667 107.724 106.114 32.5921 73.5223 35.4715 internal_count=1296 1283 1256 575 681 232 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=7 num_cat=0 split_feature=19 10 15 10 13 6 split_gain=1.89797 1.9361 3.19053 2.64934 2.78925 2.71151 threshold=0.090384911050000016 35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 125.30167758893194 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.10306683746460468 0.0063554816900411844 -0.076544261695085491 0.088507981316131856 0.068822527300673314 -0.072385147952860621 -0.058326978169086122 leaf_weight=1.7259258748963473 87.512151996139437 3.0086145245004436 4.3686981424689284 5.506719645112752 5.39136929064989 6.9993054382503024 leaf_count=12 891 141 32 42 103 75 internal_value=0.00100558 0.00259815 0.00476715 0.00129651 -0.00242557 0.00156524 internal_weight=114.513 112.787 109.778 105.41 99.9028 94.5115 internal_count=1296 1284 1143 1111 1069 966 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=7 num_cat=0 split_feature=20 9 9 9 7 4 split_gain=2.0742 2.10207 3.79813 2.6492 2.70235 2.69641 threshold=0.88108871895000018 7.8465803564189374 7.5630913137471625 6.8373885319870018 27.86893403549232 12625.000000000002 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.026053525004988864 -0.10212690535439331 -0.039780991167345001 0.065300131740531661 -0.050411447500205833 0.018471319853561454 0.084565753906164998 leaf_weight=29.219157605431977 1.9240933205001045 10.707066072383894 10.030232072109355 9.1899893656373006 59.514117612503469 2.3832925707101813 leaf_count=466 18 326 151 87 238 10 internal_value=0.00088513 0.00252259 0.00662773 0.000760733 0.00592194 -0.0177112 internal_weight=122.968 121.044 110.337 100.307 91.1166 31.6025 internal_count=1296 1278 952 801 714 476 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=7 num_cat=0 split_feature=1 4 10 10 0 0 split_gain=6.05002 7.28547e-05 2.18826e-05 9.12134e-06 7.77019e-06 4.39066e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075650840908395689 -0.077159637707782988 -0.075896176676890484 -0.075335941652562161 -0.07635648532503081 -0.075574277354875513 -0.075762717862953452 leaf_weight=3.6512833070009947 0.35966203734278401 2.5196521447505802 1.3437289983266962 0.25887125637382258 2.1817024173215032 2.8538729462306947 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0337811 -0.0757635 -0.0757087 -0.0757728 -0.0757528 -0.0756811 internal_weight=13.1688 9.51749 9.15783 7.8141 7.55523 5.03558 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=7 num_cat=0 split_feature=4 4 0 4 2 0 split_gain=1.60914 3.76183 3.68375 3.02397 3.89041 3.57571 threshold=126.00000000000001 156.00000000000003 0.0042110000000000003 219.50000000000003 3.5000000000000004 4.9691275000000017 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.032215699073512981 0.088459215700214117 -0.080733959962255422 0.068792491522242691 -0.067464269088576362 0.032559442283933725 -0.012488555656270404 leaf_weight=12.149598337709902 5.2807613164186469 5.1228593364357939 7.1565477177500716 7.5279503017663947 32.505280091427267 38.478298234753311 leaf_count=176 89 18 75 27 573 338 internal_value=0.00207353 0.00640988 0.00163756 0.00656329 0.000890923 0.00814013 internal_weight=108.221 96.0717 90.7909 85.6681 78.5115 70.9836 internal_count=1296 1120 1031 1013 938 911 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=7 num_cat=0 split_feature=5 4 3 2 6 7 split_gain=1.93054 1.8541 3.72599 4.81403 3.24954 6.08185 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.869127631984739 73.883603989971604 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.0770550138241025 0.052990861307554149 -0.047255414860198158 0.067954979606067209 -0.062098185887896055 0.077602706196662485 -0.0067377023493765415 leaf_weight=3.0717435381375244 7.0339773409068576 14.392315682023762 11.499660514295099 7.9171780347824088 10.009638589806853 58.630626669852063 leaf_count=221 31 201 64 142 55 582 internal_value=0.00113264 0.00332633 -8.35409e-05 0.00762637 -0.00143556 0.00556145 internal_weight=112.555 109.483 102.449 88.0571 76.5574 68.6403 internal_count=1296 1075 1044 843 779 637 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 0 split_gain=1.98859 2.51466 5.452 2.37517 4.41393 1.94101 threshold=0.15113386645000002 0.71761699185000005 0.61277817545000013 0.59649699155000013 0.34182378015000009 23.872839500000005 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.09595861721492388 0.05141998481696524 0.052405834738267702 -0.11676828743297805 0.0081995854188141176 -0.11145355961129477 -0.032207640952137372 leaf_weight=2.0888452264480293 9.0920116784982365 9.2951135942712408 3.9730327427387229 79.162607541307807 3.5516792293637982 13.98873254843056 leaf_count=27 50 42 20 1008 29 120 internal_value=0.000767396 0.00246436 -0.00176467 0.00255419 -0.00204017 0.00213155 internal_weight=121.152 119.063 109.768 105.795 96.703 93.1513 internal_count=1296 1269 1227 1207 1157 1128 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=7 num_cat=0 split_feature=1 4 10 10 0 0 split_gain=5.45407 6.26502e-05 1.70324e-05 7.38923e-06 6.68186e-06 3.5301e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.07558490305839928 -0.077035129667377605 -0.075830724708141922 -0.075309798030181924 -0.076259746183054214 -0.075521705990314034 -0.075698792022587169 leaf_weight=3.276303555816412 0.34091204032301625 2.3268953806255013 1.238149265758693 0.23766638617962588 1.9731590528972445 2.6209309499245137 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0344481 -0.0757062 -0.0756523 -0.0757115 -0.0756927 -0.0756227 internal_weight=12.014 8.73771 8.3968 7.15865 6.92099 4.59409 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=7 num_cat=0 split_feature=0 2 7 9 2 11 split_gain=1.61275 1.73343 1.54744 1.43604 1.75828 3.0302 threshold=47.407128000000007 99.000000000000014 83.814145346247159 7.9966239479282715 8.5000000000000018 11.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0011991044012321121 -0.08131321993129223 0.10154345700073211 0.090014338369216476 -0.089859813052499835 0.024348127624803293 -0.096033085771697987 leaf_weight=68.496177121065557 2.260261356830596 1.793008156120776 1.9749921560287464 1.7235912233591069 26.293900711461902 3.5436386726796618 leaf_count=687 18 18 13 22 521 17 internal_value=0.00225235 0.00407156 0.00235869 0.00062849 0.00221457 -0.00586399 internal_weight=106.086 103.825 102.032 100.057 98.3337 72.0398 internal_count=1296 1278 1260 1247 1225 704 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=7 num_cat=0 split_feature=5 2 3 2 4 4 split_gain=1.81304 2.39468 3.28429 3.57306 3.38066 6.59793 threshold=41149.000000000007 12.500000000000002 6.5000000000000009 7.5000000000000009 6106.0000000000009 343.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.0047876994583829977 0.055932165502910358 -0.038557220394221513 0.09360454214992546 0.0069764129571222733 0.10045696698274137 -0.074887046626874051 leaf_weight=53.318145803641528 5.6899410262703887 15.320893455296753 7.6404340118169811 12.634919164236633 2.8516365550458422 12.910291318781672 leaf_count=458 45 308 23 209 32 221 internal_value=0.000958353 -0.00202989 0.0042331 0.0396208 -0.00615337 -0.0107438 internal_weight=110.366 104.676 89.3554 20.2754 69.0801 66.2284 internal_count=1296 1251 943 232 711 679 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=7 num_cat=0 split_feature=20 19 19 19 19 19 split_gain=1.95574 1.82108 1.91022 4.84014 1.90768 2.39917 threshold=0.88108871895000018 0.057906774700000004 0.71761699185000005 0.61277817545000013 0.15620164650000004 0.36889079640000005 decision_type=10 8 10 10 8 8 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.10169624702234191 -0.10123950693261013 -0.099815658737430091 0.043118262866412294 -0.1123638971146755 0.065128437044438256 -0.0010564077554784401 leaf_weight=1.8108813427388666 1.8570558435749251 1.8454262316226957 9.6942374953068775 3.9156713490374377 5.815010994207114 94.227510755648836 leaf_count=8 18 15 47 20 26 1162 internal_value=0.000580271 0.00219213 0.000632012 -0.00326078 0.000932176 0.00279061 internal_weight=119.166 117.309 115.498 105.804 101.888 100.043 internal_count=1296 1278 1270 1223 1203 1188 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=7 num_cat=0 split_feature=1 4 10 10 0 0 split_gain=5.05909 5.0245e-05 1.32659e-05 6.1442e-06 5.36291e-06 2.86393e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.0053650000000000008 3.5404535000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075545803338872175 -0.076886425272561704 -0.075767385316048055 -0.075288582771898205 -0.07617324286608694 -0.075478126384221217 -0.075644671798559326 leaf_weight=3.0518090352416039 0.31710726208984574 2.1473813417833307 1.1489918671431949 0.22260107239708293 1.8081891112960873 2.4069269155152142 leaf_count=101 22 148 271 29 512 213 internal_value=-0.0340938 -0.0756527 -0.0756021 -0.0756568 -0.0756388 -0.0755732 internal_weight=11.103 8.0512 7.73409 6.5851 6.3625 4.21512 internal_count=1296 1195 1173 902 873 725 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=7 num_cat=0 split_feature=0 2 3 4 4 0 split_gain=1.47397 1.55449 1.43162 1.37598 3.21998 3.39929 threshold=47.407128000000007 99.000000000000014 63.500000000000007 126.00000000000001 156.00000000000003 0.0042110000000000003 decision_type=10 10 10 8 8 8 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.028012513896678293 -0.0808824286963713 0.097746143954849429 -0.078072095738357883 0.087135963244493103 -0.077995729042264914 0.0087260342937535342 leaf_weight=11.819284498691557 2.0950157120823851 1.7333048209547985 2.172067802399396 4.8957287557423106 4.8008101880550376 77.254555274732411 leaf_count=176 18 18 37 89 18 940 internal_value=0.00215313 0.00384741 0.00223505 0.00400109 0.00835271 0.00365221 internal_weight=104.771 102.676 100.942 98.7704 86.9511 82.0554 internal_count=1296 1278 1260 1223 1047 958 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=7 num_cat=0 split_feature=5 5 10 15 10 7 split_gain=1.69145 1.96083 1.69506 2.9101 2.39047 2.22709 threshold=59.000000000000007 63.000000000000007 35.000000000000007 6.5000000000000009 30.500000000000004 73.883603989971604 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.077023820247471828 0.12686055035928587 0.0051451069599591946 -0.076391795887261318 0.087105555786580552 0.067042491460630571 -0.031244145662260317 leaf_weight=2.7133103413507333 1.2616260647773732 70.238752198871225 2.7249530246481291 4.0019695200026026 5.057005673646926 22.113787785638124 leaf_count=221 2 504 141 32 42 354 internal_value=0.000934078 0.00294098 0.00143968 0.00353103 9.74622e-05 -0.00356829 internal_weight=108.111 105.398 104.136 101.412 97.4095 92.3525 internal_count=1296 1075 1073 932 900 858 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 20 split_gain=1.81421 2.11319 3.18827 2.4385 1.81885 1.85641 threshold=0.15113386645000002 0.17515917035000003 0.22032349530000003 0.26539142955000006 0.31373009000000007 0.88108871895000018 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.094382495794736773 0.10231706619324597 -0.12140040140266212 0.099040029769893581 -0.05387950389070395 0.0051227762856218238 -0.099072621511285389 leaf_weight=1.9836881607770918 2.0651246141642332 2.1144975014030933 2.5591071387752891 5.8659041468054056 101.41227208776399 1.7392495751846571 leaf_count=27 6 9 9 38 1193 14 internal_value=0.000441428 0.0020664 0.000245416 0.00255074 0.000285719 0.00336593 internal_weight=117.74 115.756 113.691 111.577 109.017 103.152 internal_count=1296 1269 1263 1254 1245 1207 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=7 num_cat=0 split_feature=4 4 10 10 21 0 split_gain=4.55929 4.27118e-05 1.0619e-05 5.06987e-06 3.3058e-06 1.6859e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.15113386645000002 0.0053650000000000008 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075489920099639021 -0.076776169289402701 -0.075699512272428035 -0.075262179420088934 -0.076040780524796958 -0.075687237231251703 -0.07553084156797242 leaf_weight=2.7334657981991759 0.30002809129655439 0.69911934202536929 1.035891205538064 0.34396878699772049 1.1444623314309863 3.8889314144616947 leaf_count=101 22 69 271 39 69 725 internal_value=-0.0348993 -0.0756074 -0.0755581 -0.0756086 -0.0757689 -0.0755565 internal_weight=10.1459 7.4124 7.11237 6.07648 1.48843 4.58805 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=7 num_cat=0 split_feature=15 16 9 6 7 4 split_gain=1.44812 3.42559 2.08908 3.26031 7.01734 2.93483 threshold=4.5000000000000009 2.0000000000000004 6.0924752076375546 119.88135117523494 37.403523016077571 1000.5000000000001 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.0038956049659889694 -0.072840796382571016 0.082859102039284815 0.091284875386391559 0.11359898278161805 -0.096358299513432555 0.012198676376604035 leaf_weight=53.442264570854604 6.369289309717713 1.8159237643703816 5.7362906634807613 2.2408117130398741 8.0310367718338949 25.780758758075535 leaf_count=624 98 82 60 20 24 388 internal_value=0.00206482 -0.0382981 0.00553406 -0.00488296 -0.00920183 0.0265928 internal_weight=103.416 8.18521 95.2312 63.7141 61.4733 31.517 internal_count=1296 180 1116 668 648 448 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=7 num_cat=0 split_feature=5 2 3 2 0 7 split_gain=1.57117 1.98648 2.92239 3.27794 3.06359 5.83423 threshold=41149.000000000007 12.500000000000002 6.5000000000000009 7.5000000000000009 0.059479500000000005 79.482860341514581 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.0018732004037017365 0.054823611031176646 -0.03628112606270005 0.091602651049270359 0.0063682057874585021 -0.043248197561078922 0.15061962466161316 leaf_weight=47.825200332328677 5.1027829125523558 14.516940621891989 7.1664169952273395 12.181619564769788 16.732766051311046 2.6478112339973441 leaf_count=400 45 308 23 209 303 8 internal_value=0.00068439 -0.00204895 0.00369252 0.0379386 -0.00616667 0.00612656 internal_weight=106.174 101.071 86.5538 19.348 67.2058 50.473 internal_count=1296 1251 943 232 711 408 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=7 num_cat=0 split_feature=21 21 21 21 3 20 split_gain=1.64476 1.86325 2.81896 2.16489 1.61259 1.6863 threshold=0.15113386645000002 0.17515917035000003 0.22032349530000003 0.26539142955000006 75.000000000000014 0.31373009000000007 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.092678738173694944 0.097307932988201201 -0.11603335638246082 0.094754474433423136 -0.050430460186792717 -0.080451344720523787 0.0052936980784683658 leaf_weight=1.8607821664772926 2.0192235875874758 2.0420084348879755 2.4886115500703454 5.7429650835692883 2.4108283361420026 99.847092126263306 leaf_count=27 6 9 9 38 61 1146 internal_value=0.000583131 0.00209809 0.000389683 0.00254135 0.00041653 0.0022629 internal_weight=116.412 114.551 112.532 110.489 108.001 105.59 internal_count=1296 1269 1263 1254 1245 1184 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=7 num_cat=0 split_feature=1 4 10 10 21 0 split_gain=4.2144 3.35189e-05 8.37264e-06 4.28306e-06 2.69897e-06 1.32806e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.15113386645000002 0.0053650000000000008 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075454990654460125 -0.076638891423564726 -0.075645842980046799 -0.075243583786302193 -0.075973013911776466 -0.075640501006509958 -0.075490045369122905 leaf_weight=2.5334785860031843 0.27771779336035241 0.64613860123790789 0.95505157008301456 0.31697590998373915 1.0618567792698739 3.5709989530732855 leaf_count=101 22 69 271 39 69 725 internal_value=-0.0346964 -0.0755629 -0.0755172 -0.0755639 -0.0757169 -0.0755139 internal_weight=9.36222 6.82874 6.55102 5.59597 1.37883 4.21714 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=7 num_cat=0 split_feature=20 15 16 14 11 20 split_gain=1.39612 1.57632 2.08737 2.26232 1.72118 1.3733 threshold=0.18647970780000003 4.5000000000000009 2.0000000000000004 3.5000000000000004 12.500000000000002 0.67806301170000005 decision_type=8 8 10 8 8 8 left_child=-1 4 3 -3 -2 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.093231653196539616 0.0042315077132906295 -0.08806087011150282 0.082122299964670062 -0.033943362359855837 0.091217606411021335 0.035330328352000298 leaf_weight=1.649479911662638 77.851790190674365 5.481361296027905 1.6846289075911034 8.8429483436048013 2.3431720230728379 4.2309486009180537 leaf_count=27 920 94 82 45 101 27 internal_value=0.00197803 0.000479341 -0.024458 -0.0341344 0.00677311 -0.0115251 internal_weight=102.084 100.435 20.2399 18.5553 80.195 13.0739 internal_count=1296 1269 248 166 1021 72 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=7 num_cat=0 split_feature=10 10 15 13 6 6 split_gain=1.47911 2.74586 2.12421 2.09516 2.00385 1.70913 threshold=35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 125.30167758893194 112.05004490008061 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0026756705539624252 -0.07625846073608189 0.068563320132699737 0.089250339847105786 -0.069413760155776258 -0.055941925628010924 0.037566071171840666 leaf_weight=70.243684598710388 2.451022994820959 5.9008842073380938 2.5000708997249594 4.6732040289789429 6.1175547447055569 12.420231711119412 leaf_count=746 141 60 14 103 75 157 internal_value=0.000506421 0.00235367 -0.001718 -0.00415155 -0.000716337 0.00337064 internal_weight=104.307 101.856 95.9547 93.4547 88.7815 82.6639 internal_count=1296 1155 1095 1081 978 903 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=7 num_cat=0 split_feature=9 9 6 8 8 8 split_gain=1.59194 3.15403 2.44743 3.1135 2.41433 2.61977 threshold=7.8465803564189374 7.5630913137471625 115.16513012240218 6.7263909492949656 6.1477630097610492 6.0124073458263707 decision_type=10 10 10 10 10 10 left_child=1 4 3 -3 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0014468877899424448 -0.038592515861468751 -0.034341485762997129 0.12936661704040417 0.11350716753177259 -0.090130950577852309 0.094306224707540909 leaf_weight=90.24521349882707 9.5025805959012342 3.7391018099151534 3.2719365060329437 2.3007789850234985 2.9613777222111812 2.950739759951829 leaf_count=779 326 138 6 7 32 8 internal_value=0.000609594 0.00414163 0.0597121 0.0219787 -0.00123977 0.00158482 internal_weight=114.972 105.469 9.31182 6.03988 96.1573 93.196 internal_count=1296 970 151 145 819 787 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=7 num_cat=0 split_feature=1 4 10 10 20 0 split_gain=3.92254 2.66201e-05 6.46928e-06 3.39678e-06 1.37671e-06 1.06367e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.9414576105000001 0.0053650000000000008 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075425288036999105 -0.076517050834458186 -0.075597891923797317 -0.075225883798973547 -0.075620188399417546 -0.075915468098907563 -0.075452631891808966 leaf_weight=2.3709054216742516 0.25761486776173104 0.59533058805391226 0.86471334437374014 1.0939920227974651 0.1845308570191263 3.289475658792071 leaf_count=101 22 69 271 76 32 725 internal_value=-0.0341794 -0.0755216 -0.075479 -0.0755214 -0.0756628 -0.0754749 internal_weight=8.65656 6.28566 6.02804 5.16333 1.27852 3.88481 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=7 num_cat=0 split_feature=0 6 20 4 4 0 split_gain=1.34998 1.4645 1.12799 1.41945 2.96404 2.95958 threshold=47.407128000000007 128.71147821476768 0.18647970780000003 126.00000000000001 156.00000000000003 0.0031780000000000007 decision_type=10 10 8 10 10 10 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=0.081536737743576476 -0.080925990596584965 0.1014869055760074 -0.020620174544484962 0.085894372040825576 -0.090588189587659407 0.0070276883354425008 leaf_weight=1.7503824476152656 1.9309776108711947 1.502119906246661 23.817241964861751 4.5252551473677149 3.2647898569703093 63.825649202335626 leaf_count=27 18 11 228 89 13 910 internal_value=0.00188114 0.00350142 0.00198691 0.000527843 0.00756104 0.00227745 internal_weight=100.616 98.6854 97.1833 95.4329 71.6157 67.0904 internal_count=1296 1278 1267 1240 1012 923 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=1.46245 1.56381 2.40187 2.98824 2.46487 5.7529 threshold=64.315626000000009 65648.500000000015 10692.000000000002 13.500000000000002 6106.0000000000009 5.259659177650124 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0089134117177226673 0.086516799547666487 -0.086203314217573254 0.052625314400143036 -0.071948723304708959 0.054210717195467141 -0.059969328866966057 leaf_weight=61.457361827371642 1.9363551437854756 2.1197387389838687 8.1431702990084869 6.0527241015806785 7.8356498191133133 15.104415488545781 leaf_count=516 10 25 87 94 153 411 internal_value=0.000434675 -0.00122038 0.000606739 -0.00407646 0.00079113 -0.00467605 internal_weight=102.649 100.713 98.5933 90.4502 84.3974 76.5618 internal_count=1296 1286 1261 1174 1080 927 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=7 num_cat=0 split_feature=0 7 7 4 7 5 split_gain=1.51206 3.20475 2.65999 4.27572 3.23568 2.70325 threshold=23.872839500000005 81.226848822243241 76.306935986487204 255.00000000000003 74.144202609234256 5190.0000000000009 decision_type=10 10 10 8 10 8 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.004429005080746908 -0.059363994222244414 0.058760405412507294 0.13722239789860155 -0.055961881193043232 0.09523706235155481 -0.040088387280276708 leaf_weight=78.431022067088634 9.8358497535809857 2.996453881263732 1.2681779861450166 11.861519012134522 7.2095572331454578 1.8561851652339107 leaf_count=723 111 9 2 296 84 71 internal_value=0.000546313 -0.0317809 0.00466882 -0.0373025 0.010967 0.0675296 internal_weight=113.459 12.8323 100.626 13.1297 87.4968 9.06574 internal_count=1296 120 1176 298 878 155 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=7 num_cat=0 split_feature=2 4 10 10 21 5 split_gain=3.63793 2.19279e-05 4.90773e-06 2.73354e-06 1.66754e-06 7.56194e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.15113386645000002 12842.500000000002 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075395833164123058 -0.076414938182729431 -0.075451358485137399 -0.075213771953494934 -0.07583139760405827 -0.075547836752285061 -0.075291480050786785 leaf_weight=2.2066197134554377 0.24154274351894933 3.2401400163071234 0.80771869511227112 0.2684666598215697 0.91155900619924068 0.3255628065089694 leaf_count=101 22 733 271 39 69 61 internal_value=-0.0338743 -0.0754822 -0.0754416 -0.0754804 -0.0756123 -0.0754368 internal_weight=8.00161 5.79499 5.55345 4.74573 1.18003 3.5657 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=7 num_cat=0 split_feature=7 0 0 9 4 4 split_gain=1.25622 1.23708 2.52824 2.47499 3.11002 2.33917 threshold=83.814145346247159 4.9691275000000017 7.6153790000000017 7.4755209420133424 395.00000000000006 467.50000000000006 decision_type=10 10 10 10 10 10 left_child=1 5 -3 4 -4 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.0080755380448939811 0.081098645806581909 -0.073575224081283544 0.019443599804298276 0.040442981784695388 -0.081253691153159432 0.029029554174823276 leaf_weight=40.909162403084338 1.9639698266983021 6.257770029827955 6.2744836211204547 8.4910775823518616 6.0000572353601456 29.05823585530743 leaf_count=430 13 87 38 113 49 566 internal_value=0.00191925 0.000315943 -0.0178564 -0.0010654 -0.0297794 0.00733462 internal_weight=98.9548 96.9908 27.0234 20.7656 12.2745 69.9674 internal_count=1296 1283 287 200 87 996 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=7 num_cat=0 split_feature=5 0 3 2 0 8 split_gain=1.40963 1.6072 2.14026 3.35656 3.21904 2.74018 threshold=59.000000000000007 0.0012470000000000001 3.5000000000000004 6.5000000000000009 34.660699500000007 5.2436569921791092 decision_type=8 8 8 8 10 8 left_child=-1 -2 4 5 -3 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.077057826743291924 0.055678816345261777 -0.058603630445036671 0.09991885245410731 -0.0024425276362672124 0.067020618651897901 -0.0082716820524614786 leaf_weight=2.3071641593705854 5.2822420299053183 11.733389617875217 6.2704614587128136 69.100787718547508 2.4689774215221396 3.7356591578572997 leaf_count=221 12 212 22 779 8 42 internal_value=0.000208463 0.00201659 -0.00102123 0.00539595 -0.0367648 0.0595273 internal_weight=100.899 98.5915 93.3093 79.1069 14.2024 10.0061 internal_count=1296 1075 1063 843 220 64 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=7 num_cat=0 split_feature=19 19 9 9 8 8 split_gain=1.76101 1.78265 1.37564 2.44548 2.00134 2.33051 threshold=0.057906774700000004 0.15620164650000004 7.8627118266634275 7.5630913137471625 6.1477630097610492 6.0124073458263707 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.1016228238804686 -0.094368100763954119 -0.0010818445069644435 -0.037485151202454624 0.054394697101446038 -0.083023578609796145 0.092489874493139987 leaf_weight=1.6972345900721846 2.0084714139811695 85.049647580133751 8.6717124138958734 8.7933170576579851 2.8693014141172162 2.7477055601775637 leaf_count=9 18 752 309 168 32 8 internal_value=0.000537354 -0.00102035 0.00071352 0.00404398 -0.000839286 0.00184658 internal_weight=111.837 110.14 108.132 99.46 90.6667 87.7974 internal_count=1296 1287 1269 960 792 760 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=7 num_cat=0 split_feature=1 4 0 15 0 11 split_gain=3.31823 1.81851e-05 2.65773e-06 1.27378e-06 1.65822e-06 2.1961e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0042110000000000003 6.5000000000000009 3.5404535000000004 6.5000000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075360723802905843 -0.076324113597463467 -0.075523531702682389 -0.075307286495042203 -0.075231654636899098 -0.075418342562262292 -0.07580405328883269 leaf_weight=2.0073197893798351 0.22641396708786476 1.4384449012577532 1.3615303590486298 0.61329316077171814 1.5383859681896863 0.16328182932920743 leaf_count=101 22 145 650 142 215 21 internal_value=-0.0342533 -0.0754471 -0.0754083 -0.0753632 -0.0753895 -0.0754554 internal_weight=7.34867 5.34135 5.11494 3.67649 3.0632 1.70167 internal_count=1296 1195 1173 1028 886 236 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=7 num_cat=0 split_feature=9 15 16 9 6 7 split_gain=1.23945 1.28351 2.5199 2.20882 2.66541 6.02741 threshold=7.9966239479282715 4.5000000000000009 2.0000000000000004 6.0924752076375546 119.88135117523494 37.403523016077571 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.0040463688095464349 -0.079354939923890547 -0.069339397571786837 0.080981329235226954 0.029962427054715947 0.10588015790604328 -0.092300652318914586 leaf_weight=51.481742793694139 1.8513892767950881 5.4341179402545086 1.4031296079047022 27.581522458232939 2.1254829466342917 7.4302726760506621 leaf_count=624 29 92 82 425 20 24 internal_value=0.00168397 0.00325573 -0.0384908 0.00647661 -0.00413612 -0.00810539 internal_weight=97.3077 95.4563 6.83725 88.619 61.0375 58.912 internal_count=1296 1267 174 1093 668 648 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=7 num_cat=0 split_feature=10 10 15 13 6 6 split_gain=1.33565 2.43219 1.8035 1.681 1.62456 1.45517 threshold=35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 125.44544100960267 112.05004490008061 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0029837468728587785 -0.076177413990437204 0.067943120009414923 0.087373069756885802 -0.065338373020179003 -0.054246651585621045 0.034872743764567768 leaf_weight=67.913317154860124 2.2325649069389319 5.2965033538639537 2.2156024761497966 4.2499928260222068 5.3496222989633671 11.938945789821444 leaf_count=746 141 60 14 103 71 161 internal_value=0.000294313 0.00205505 -0.00175193 -0.00395944 -0.000897767 0.00267629 internal_weight=99.1965 96.964 91.6675 89.4519 85.2019 79.8523 internal_count=1296 1155 1095 1081 978 907 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 19 split_gain=1.48057 1.94793 4.23603 2.03527 3.71167 2.69648 threshold=0.15113386645000002 0.71761699185000005 0.61277817545000013 0.59649699155000013 0.34182378015000009 0.23075891465000004 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.091134253194644479 0.048428840636479807 0.046527470697933657 -0.10843383993906881 -0.00090351979763214163 -0.1068773670875777 0.13637926680477228 leaf_weight=1.7342811566777525 8.5841854801401478 9.0079292710870487 3.6061763134784988 82.525781305739656 3.2850711289793244 1.4559964090585698 leaf_count=27 50 42 20 1125 29 3 internal_value=0.000532295 0.00199798 -0.0020351 0.00196791 -0.00260231 0.00147656 internal_weight=110.199 108.465 99.4572 95.851 87.2668 83.9818 internal_count=1296 1269 1227 1207 1157 1128 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=7 num_cat=0 split_feature=1 4 10 10 21 0 split_gain=3.07723 1.43936e-05 3.03388e-06 1.8502e-06 1.09208e-06 4.84193e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.15113386645000002 0.0053650000000000008 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075337063862061696 -0.076225790264933299 -0.075467624523000737 -0.075182837352320009 -0.075720993608020676 -0.075473031652100134 -0.075356196748016177 leaf_weight=1.868176007643342 0.20994831435382355 0.45986709895078126 0.67219776895944949 0.22977137751877286 0.78250382211990654 2.5657062455429696 leaf_count=101 22 69 271 39 69 725 internal_value=-0.0339269 -0.0754157 -0.0753795 -0.0754123 -0.0755293 -0.0753731 internal_weight=6.78817 4.91999 4.71005 4.03785 1.01228 3.02557 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=7 num_cat=0 split_feature=9 15 16 2 10 7 split_gain=1.14849 1.11503 2.29445 1.9725 2.22916 2.4315 threshold=7.9966239479282715 4.5000000000000009 2.0000000000000004 9.5000000000000018 30.500000000000004 73.694183454809959 decision_type=10 10 8 10 10 10 left_child=1 3 -3 -1 5 -5 right_child=-2 2 -4 4 -6 -7 leaf_value=-0.0019702269956065458 -0.078172486211612865 -0.067604988088943538 0.08088264581164302 -0.004008391169017838 -0.056554213368253815 0.075080262463673969 leaf_weight=68.557329930365086 1.7736823428422201 5.09091768041253 1.3080010861158369 6.0377850346267286 2.3739712424576274 10.913967649918048 leaf_count=684 29 92 82 121 39 249 internal_value=0.00154973 0.0030495 -0.0372527 0.00598398 0.0342012 0.0469109 internal_weight=96.0557 94.282 6.39892 87.8831 19.3257 16.9518 internal_count=1296 1267 174 1093 409 370 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 6 split_gain=1.27145 1.59602 1.42755 3.93577 2.71443 2.60788 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.869127631984739 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076977608090418023 0.11722679108256402 0.045068564758974972 -0.059242488885166547 0.05494763813331225 -0.061784982730652117 0.0045276369646392051 leaf_weight=2.080692294985055 1.1879546642303456 6.7037770450115195 10.832116259261964 9.5791475139558298 6.5721431700512758 60.749754215124995 leaf_count=221 2 31 199 64 142 637 internal_value=0.000356644 0.00203935 0.00059037 -0.00280825 0.00514095 -0.00194598 internal_weight=97.7056 95.6249 94.4369 87.7332 76.901 67.3219 internal_count=1296 1075 1073 1042 843 779 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=7 num_cat=0 split_feature=3 4 4 0 5 2 split_gain=1.28366 1.34749 7.90162 4.89432 3.10101 2.4807 threshold=75.000000000000014 219.50000000000003 255.00000000000003 0.10875250000000002 133.50000000000003 3.5000000000000004 decision_type=10 8 8 8 10 8 left_child=1 -1 -3 4 -4 -5 right_child=-2 2 3 5 -6 -7 leaf_value=-0.021752033882336954 -0.079831931264437966 0.19038620679832585 0.018574550434978323 0.095674882841516415 -0.091907559858511012 0.0078760950110494179 leaf_weight=19.669625478447415 1.95698633044958 2.2933309078216544 3.6942093670368186 3.3734536468982688 8.1347706476226431 69.874106690986082 leaf_count=345 61 4 17 9 194 666 internal_value=0.000427495 0.00189487 0.0072185 0.00228102 -0.0574038 0.0119197 internal_weight=108.996 107.039 87.3699 85.0765 11.829 73.2476 internal_count=1296 1235 890 886 211 675 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=7 num_cat=0 split_feature=1 4 10 10 21 0 split_gain=2.79724 1.22696e-05 2.33174e-06 1.38323e-06 7.38519e-07 3.5853e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.15113386645000002 0.0053650000000000008 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075305325708309528 -0.076155147238490914 -0.075428780529650907 -0.07516914131991459 -0.075649391314379338 -0.075436520139260319 -0.075328572715411352 leaf_weight=1.6932600829750299 0.1975555047392844 0.42091369931586164 0.61625897136400443 0.21044087968766678 0.72260254248976707 2.3529924530012067 leaf_count=101 22 69 271 39 69 725 internal_value=-0.034323 -0.0753845 -0.0753493 -0.0753792 -0.0754845 -0.0753438 internal_weight=6.21402 4.52076 4.32321 3.70695 0.933043 2.77391 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=7 num_cat=0 split_feature=7 20 9 2 10 11 split_gain=1.09841 1.08787 0.95518 1.31542 2.19343 2.06881 threshold=83.814145346247159 0.18647970780000003 7.9966239479282715 8.5000000000000018 30.500000000000004 12.500000000000002 decision_type=10 8 10 10 8 10 left_child=1 -1 3 -3 -5 -6 right_child=-2 2 -4 4 5 -7 leaf_value=0.077407453212897784 0.075838226386128249 -0.0076938011247391289 -0.076281340254372665 0.034765836432594628 -0.074546170563131342 0.081473000158084202 leaf_weight=1.7754907915368674 1.9443678855895985 64.444033997599036 1.6822650097310532 19.367697835434232 3.8345657256431869 1.091906191781163 leaf_count=27 13 681 29 413 95 38 internal_value=0.00145731 -0.000111349 -0.0016335 -0.000218358 0.0196114 -0.039966 internal_weight=94.1403 92.196 90.4205 88.7382 24.2942 4.92647 internal_count=1296 1283 1256 1227 546 133 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=7 num_cat=0 split_feature=0 20 10 10 10 2 split_gain=1.25729 1.84029 1.22673 2.13539 1.72567 2.01902 threshold=64.315626000000009 0.15294678395000003 35.000000000000007 30.500000000000004 13.500000000000002 6.5000000000000009 decision_type=10 8 10 10 10 10 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.111409782502111 0.085047987863732577 0.0028931450584229737 -0.076088870882505877 0.067248077114425986 0.051741170729709518 -0.079779116434732206 leaf_weight=1.4882616784889249 1.7254688031971444 78.999783169943839 2.0356712761567897 4.8091644663363686 1.5079505257308472 5.1657690687570721 leaf_count=21 10 855 141 60 12 197 internal_value=0.000458742 -0.00109387 0.000680682 0.00240784 -0.00123188 -0.0500616 internal_weight=95.7321 94.0066 92.5183 90.4827 85.6735 6.67372 internal_count=1296 1286 1265 1124 1064 209 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=7 num_cat=0 split_feature=19 19 0 7 7 4 split_gain=1.57166 1.6216 1.29012 2.67009 2.33871 3.02142 threshold=0.057906774700000004 0.15620164650000004 23.872839500000005 81.226848822243241 76.306935986487204 255.00000000000003 decision_type=8 8 10 8 10 8 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.098651988003092009 -0.092857977176269813 0.010542072559363395 -0.05840700895442541 0.052456884691353414 0.11654339193169801 -0.05419128179733395 leaf_weight=1.6004973850212989 1.8951894589699803 80.23077113868203 8.7494353158399427 2.8900044858455667 1.14977619051933 10.520187371759675 leaf_count=9 18 851 111 9 2 296 internal_value=0.00030061 -0.00119235 0.000485486 -0.0308802 0.00445802 -0.0373698 internal_weight=107.036 105.435 103.54 11.6394 91.9007 11.67 internal_count=1296 1287 1269 120 1149 298 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=7 num_cat=0 split_feature=1 0 0 10 10 21 split_gain=2.60287 6.24701e-06 4.78542e-06 1.72563e-06 1.20871e-06 6.09694e-07 threshold=1.0000000180025095e-35 0.00033650000000000005 5.1000000000000006e-05 25.000000000000004 16.500000000000004 0.15113386645000002 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075286252951287116 -0.075470017739722089 -0.075310772640728357 -0.076229106602780913 -0.075158181264864524 -0.075604086521344566 -0.075403344605807776 leaf_weight=1.5825085574761033 0.21762839704751957 2.3873810343793602 0.13429859280586243 0.56567400097264897 0.19569422490894783 0.66692293062806129 leaf_count=101 63 748 5 271 39 69 internal_value=-0.0338976 -0.0753566 -0.0757597 -0.0753194 -0.0753474 -0.0754489 internal_weight=5.75011 4.1676 0.351927 3.81567 3.25 0.862617 internal_count=1296 1195 68 1127 856 108 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=7 num_cat=0 split_feature=0 6 2 0 4 4 split_gain=1.0841 1.15629 1.0437 1.24919 2.83544 5.0149 threshold=47.407128000000007 128.71147821476768 99.000000000000014 4.9691275000000017 395.00000000000006 164.50000000000003 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.007076553042547307 -0.079753740645020929 0.09131175122787355 0.086590239888525697 -0.068422092922504771 -0.044026714369911277 0.10115090043083573 leaf_weight=65.572750285733491 1.6166255455464114 1.4543265253305424 1.4163082018494595 2.9516554027795818 15.621858344413338 4.2626063972711563 leaf_count=993 18 11 18 12 209 35 internal_value=0.00142053 0.00285818 0.00142606 6.17357e-05 -0.020081 0.0317715 internal_weight=92.8961 91.2795 89.8252 88.4089 22.8361 7.21426 internal_count=1296 1278 1267 1249 256 47 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=7 num_cat=0 split_feature=20 19 19 19 19 19 split_gain=1.20934 1.96864 4.15969 2.66052 2.76115 3.27225 threshold=0.7484559393500001 0.71227872785000013 0.63214649220000008 0.48125046350000006 0.42674026145000005 0.30091233970000003 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0010629678102683933 0.038360614147801328 -0.055300558745042361 0.10843145363079948 -0.085255651426225265 0.10416232422127768 -0.12029691808638557 leaf_weight=67.73810899379896 7.7053613390307865 6.6400986835360518 3.4711593966931096 3.7831179269123814 2.4938517464324823 2.2971013116184613 leaf_count=1149 42 41 14 22 8 20 internal_value=0.000400159 -0.00298433 0.00136978 -0.00350006 0.000764309 -0.00291754 internal_weight=94.1288 86.4234 79.7833 76.3122 72.5291 70.0352 internal_count=1296 1254 1213 1199 1177 1169 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=7 num_cat=0 split_feature=20 19 19 19 19 19 split_gain=1.25128 2.18307 3.38333 1.33564 3.20623 3.40321 threshold=0.71060121615000005 0.71761699185000005 0.61277817545000013 0.057906774700000004 0.23075891465000004 0.36889079640000005 decision_type=10 10 10 8 8 8 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=0.095509299927324542 -0.04073715367220155 0.059228690164202652 -0.10547713624113622 -0.11352904865003009 0.095585363742308416 -9.697708194078569e-05 leaf_weight=1.5237907567061482 6.962047856184653 6.4808582600671789 2.9884958488401017 2.3750360808335245 3.8947177124209702 81.5933707668446 leaf_count=8 45 36 18 21 12 1156 internal_value=0.000238963 0.00312475 -0.000811385 0.00268793 0.00107815 0.00426218 internal_weight=105.818 98.8563 92.3754 89.3869 87.8631 85.4881 internal_count=1296 1251 1215 1197 1189 1168 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=7 num_cat=0 split_feature=2 4 10 10 20 8 split_gain=2.42015 7.67524e-06 1.43381e-06 8.78177e-07 3.40019e-07 2.30086e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.12034484320000001 7.3352983901173188 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075268143173517779 -0.075987558953343678 -0.07528457238540677 -0.075146739378127408 -0.07556615975331217 -0.075387723784419131 -0.07539015758414791 leaf_weight=1.4755830792710183 0.16978887841105494 2.1378512034716564 0.52426143086631771 0.12714483414310951 0.6671351547120139 0.22844155033817504 leaf_count=101 22 755 271 34 74 39 internal_value=-0.0336394 -0.0753302 -0.0752999 -0.0753253 -0.0754163 -0.0752948 internal_weight=5.33021 3.85462 3.68483 3.16057 0.79428 2.36629 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=7 num_cat=0 split_feature=13 4 0 9 4 2 split_gain=1.00138 1.14827 1.02099 1.29359 3.2398 2.75584 threshold=49199.500000000007 2168.5000000000005 47.407128000000007 6.0924752076375546 1000.5000000000001 4.5000000000000009 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0036557779554890605 -0.097767041772824526 0.029283531100243912 -0.07951162364558638 0.096341307864466152 -0.093264913458207671 0.018612232869551958 leaf_weight=59.07226476399228 2.0643195249140258 1.0853843269869683 1.4611829901114095 4.8935070335865047 2.4592256769537952 21.030833883676678 leaf_count=666 36 43 16 57 9 469 internal_value=0.00142661 -0.0539856 0.00338948 0.00477456 0.0223199 0.00689957 internal_weight=92.0667 3.1497 88.917 87.4558 28.3836 23.4901 internal_count=1296 79 1217 1201 535 478 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=7 num_cat=0 split_feature=10 10 10 2 15 6 split_gain=1.15001 1.82975 1.48261 1.75467 1.67591 1.20015 threshold=35.000000000000007 30.500000000000004 13.500000000000002 6.5000000000000009 2.5000000000000004 127.0739043183693 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.0019533562771986003 -0.076043332214403889 0.065445311008662715 0.048931803690473494 -0.076584676383769409 0.085343139899014875 -0.073987036524397601 leaf_weight=76.055183608084917 1.9340814399765793 4.3143159225583068 1.4434540160000313 4.8763200689572841 2.3636367022991172 2.1396324913948765 leaf_count=838 141 60 12 198 14 33 internal_value=0.000262386 0.00188074 -0.00127584 -0.0479164 0.00238309 -0.000124589 internal_weight=93.1266 91.1925 86.8782 6.31977 80.5585 78.1948 internal_count=1296 1155 1095 210 885 871 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 21 split_gain=1.3723 1.4772 2.66204 1.51311 4.31471 2.85838 threshold=0.15113386645000002 0.17515917035000003 0.22032349530000003 0.71761699185000005 0.57317364400000004 0.59649699155000013 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.090364614959802275 0.089396125129990595 -0.11450754519831326 0.067426210944561221 0.047711079365334322 -0.10268045578286587 -0.001496805632232673 leaf_weight=1.6459474276052786 1.8844251241534948 1.9890266285510732 6.4944009510800242 6.8417334684636435 3.9949040906503788 81.881554429302923 leaf_count=27 6 9 42 35 27 1150 internal_value=0.000224634 0.00167105 3.7563e-05 0.00233398 -0.00102702 0.00356808 internal_weight=104.732 103.086 101.202 99.2126 92.3709 88.376 internal_count=1296 1269 1263 1254 1219 1192 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=7 num_cat=0 split_feature=1 0 0 10 10 21 split_gain=2.25095 3.94895e-06 3.0413e-06 1.08475e-06 8.01547e-07 4.80059e-07 threshold=1.0000000180025095e-35 0.00033650000000000005 5.1000000000000006e-05 25.000000000000004 16.500000000000004 0.15113386645000002 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075252092457143996 -0.07540321296157057 -0.075266685069219574 -0.0760553134928727 -0.075135566838289106 -0.075536173170675708 -0.075344229091618128 leaf_weight=1.3779720449820161 0.18708134815096888 2.0414070909318989 0.11578411981463432 0.47637848019076035 0.16941688046790648 0.56433676753658801 leaf_count=101 63 748 5 271 39 69 internal_value=-0.033245 -0.0753071 -0.0756525 -0.075275 -0.0752989 -0.0753885 internal_weight=4.93238 3.5544 0.302865 3.25154 2.77516 0.733754 internal_count=1296 1195 68 1127 856 108 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=7 num_cat=0 split_feature=21 21 19 19 7 13 split_gain=0.9382 1.12971 2.65139 1.52518 0.995017 0.871418 threshold=0.89547868850000012 0.77986809455000017 0.27627033375000004 0.76753877360000011 83.814145346247159 49199.500000000007 decision_type=10 10 8 8 8 10 left_child=1 2 -1 -4 5 -5 right_child=-2 -3 3 4 -6 -7 leaf_value=0.12223564478826626 0.078457670134220836 -0.068249578758204324 -0.048618734255196056 0.0025317269768080392 0.050853585410596494 -0.052704091326658598 leaf_weight=1.7891616807319222 1.546771568711846 2.36765187466517 6.1787023963406682 72.05179639114067 4.1137085929512969 2.9740683003328732 leaf_count=36 15 21 72 1044 29 79 internal_value=0.00124069 -9.41699e-05 0.00175835 -0.000768112 0.00296775 0.000342147 internal_weight=91.0219 89.4751 87.1074 85.3183 79.1396 75.0259 internal_count=1296 1281 1260 1224 1152 1123 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 2 split_gain=1.12663 1.41773 2.60912 2.213 3.18013 2.36 threshold=59.000000000000007 0.0042110000000000003 108.50000000000001 126.00000000000001 3.5000000000000004 6.5000000000000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.07698229604598443 0.041225014205470242 -0.085285452853130175 0.083860679431858931 -0.083756372189393552 0.0513070562048379 -0.003512935775549795 leaf_weight=1.8453108913963649 8.3394438624382001 3.6008459571748963 3.1519924886524668 4.440282003954052 9.0051232501864416 61.378812931245193 leaf_count=221 22 101 13 101 63 775 internal_value=0.000364754 0.00195211 -0.00206267 0.00178045 -0.0016772 0.00350089 internal_weight=91.7618 89.9165 81.5771 77.9762 74.8242 70.3839 internal_count=1296 1075 1053 952 939 838 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=7 num_cat=0 split_feature=20 0 7 7 4 7 split_gain=1.59049 1.2108 2.43783 2.07056 2.6805 2.3999 threshold=0.88108871895000018 23.872839500000005 81.226848822243241 76.306935986487204 255.00000000000003 74.144202609234256 decision_type=10 10 10 10 8 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=0.0052955221101135637 -0.098274199845234098 -0.056964224009879764 0.051167742578937518 0.11215701350630514 -0.052080298109879623 0.062816729161552856 leaf_weight=71.889195524854586 1.6155400195857499 8.2294324678368849 2.7924181520938864 1.106149584054944 9.778550018556416 8.0672774596605432 leaf_count=705 18 111 9 2 296 155 internal_value=0.000169852 0.00173117 -0.0295687 0.00552881 -0.0353898 0.0110992 internal_weight=103.479 101.863 11.0219 90.8412 10.8847 79.9565 internal_count=1296 1278 120 1158 298 860 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=7 num_cat=0 split_feature=2 4 10 10 20 5 split_gain=2.06732 4.95799e-06 8.81695e-07 6.07377e-07 2.16982e-07 1.40591e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.092996370200000025 12842.500000000002 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075232400164803023 -0.075851684090595117 -0.075259491460015759 -0.075126868700988891 -0.075502737862582783 -0.075337975885636899 -0.075167873084740225 leaf_weight=1.2634738273918626 0.14683694951236281 1.8272515854914684 0.44559211519663211 0.092489875969476887 0.58860434824600816 0.18439325946383167 leaf_count=101 22 733 271 31 77 61 internal_value=-0.033475 -0.0752837 -0.0752572 -0.0752787 -0.0753603 -0.0752511 internal_weight=4.54864 3.28517 3.13833 2.69274 0.681094 2.01164 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=7 num_cat=0 split_feature=20 0 7 6 4 3 split_gain=1.01957 1.16742 2.21012 2.84154 1.95252 4.70832 threshold=0.19309926085000004 4.9691275000000017 73.565496186226582 1.0000000180025095e-35 467.50000000000006 1.5000000000000002 decision_type=8 8 10 10 10 10 left_child=-1 4 3 -3 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.070623076286496819 0.014809993715438979 -0.008858878731600673 0.021133179052908922 -0.082570388747206208 0.028580560028260118 -0.084017836200715595 leaf_weight=2.0642105038277805 18.85388118354604 17.335408307611946 12.02709127217531 7.4890948063693932 25.920891593210399 6.4766613543033591 leaf_count=30 306 107 186 69 570 28 internal_value=0.00115237 -0.000475292 -0.0140504 -0.0310963 0.00928568 -0.0104589 internal_weight=90.1672 88.103 36.8516 24.8245 51.2514 25.3305 internal_count=1296 1266 362 176 904 334 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=7 num_cat=0 split_feature=5 3 0 6 0 0 split_gain=1.12733 1.6974 1.96616 2.14232 3.42905 4.84191 threshold=41149.000000000007 14.500000000000002 19.409948500000002 84.869127631984739 0.0031780000000000007 0.00033650000000000005 decision_type=10 10 10 8 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.1005714305885622 0.051712381396845489 -0.044946619792864843 0.042735174363262442 0.0067513709629567278 -0.063965820655495262 0.094674901371269798 leaf_weight=1.899458063882778 4.0556121040135613 8.3998326454311592 10.44859694316983 49.878613171400502 12.048973914468659 3.8336197137832642 leaf_count=168 45 141 64 523 345 10 internal_value=0.000183811 -0.00223189 0.00236163 -0.00387311 -0.0336748 0.0299867 internal_weight=90.5647 86.5091 78.1093 67.6607 17.7821 5.73308 internal_count=1296 1251 1110 1046 523 178 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 20 split_gain=1.25772 1.29951 2.398 1.3731 1.46101 1.85759 threshold=0.15113386645000002 0.17515917035000003 0.22032349530000003 0.26539142955000006 0.88108871895000018 0.81564758060000009 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.089163523039574893 0.085482439038945493 -0.11061211362849921 0.0822607121256691 0.00028628687930506785 -0.096396539546652407 0.10887962609705121 leaf_weight=1.547382626798935 1.8171145003288984 1.9170435805572195 2.1026065547484905 92.02436345804017 1.5291469318326552 1.6026577609591175 leaf_count=27 6 9 9 1223 14 8 internal_value=0.00030927 0.00168014 0.000144706 0.00232781 0.000561579 0.00214513 internal_weight=102.54 100.993 99.1758 97.2588 95.1562 93.627 internal_count=1296 1269 1263 1254 1245 1231 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=7 num_cat=0 split_feature=1 4 10 10 21 5 split_gain=1.91025 3.93688e-06 6.94123e-07 4.87584e-07 2.90112e-07 1.16858e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.15113386645000002 12842.500000000002 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.07521648352198175 -0.075788922078002655 -0.075240073573588154 -0.075117915046538072 -0.075458372166994359 -0.07529694921448804 -0.075152419236809764 leaf_weight=1.1694919420406222 0.13580286968499455 1.683556622767356 0.41263749772042491 0.14464069309178729 0.4835238796658814 0.16719915438443411 leaf_count=101 22 733 271 39 69 61 internal_value=-0.0333303 -0.0752627 -0.075238 -0.075258 -0.0753341 -0.0752322 internal_weight=4.19685 3.02736 2.89156 2.47892 0.628165 1.85076 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=7 num_cat=0 split_feature=15 16 11 10 10 8 split_gain=0.934977 1.88076 1.12138 2.58166 2.31493 0.925783 threshold=4.5000000000000009 2.0000000000000004 12.500000000000002 19.500000000000004 13.500000000000002 7.2680146144134401 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0046286112299824215 -0.06642000155891313 0.080356522446492981 0.08551961419947253 -0.09027076014595864 0.089146342900222025 -0.043863479984189054 leaf_weight=71.128373888321221 4.5677256686612955 1.0792961004190145 1.6413358454592515 2.921308619901537 3.1725683948025099 4.1677019298076621 leaf_count=841 98 82 101 37 105 32 internal_value=0.00100629 -0.0383671 0.00368411 0.00203379 0.00547019 0.00194453 internal_weight=88.6783 5.64702 83.0313 81.39 78.4686 75.2961 internal_count=1296 180 1116 1015 978 873 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=7 num_cat=0 split_feature=10 10 15 13 20 21 split_gain=1.06288 1.70663 1.26218 1.25046 0.937049 1.32748 threshold=35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 0.7484559393500001 0.53304821750000009 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.033171399686087781 -0.075981302076527632 0.064419002963353997 0.083810327309248728 -0.06281946361278791 0.033191506520990281 0.002379291459899843 leaf_weight=12.845303847105241 1.7928976691327978 4.1455698888748875 1.7055757399648417 3.3625947197433552 7.4498330503702155 57.612868356867693 leaf_count=74 141 60 14 103 42 862 internal_value=0.000233792 0.00180224 -0.00132615 -0.00311286 -0.000535859 -0.00410199 internal_weight=88.9146 87.1217 82.9762 81.2706 77.908 70.4582 internal_count=1296 1155 1095 1081 978 936 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=7 num_cat=0 split_feature=5 2 6 4 8 8 split_gain=1.11776 2.32596 1.65256 1.63551 3.03151 2.62415 threshold=5190.0000000000009 18.500000000000004 84.083940775398517 2363.0000000000005 5.2927476730057128 4.939271738043824 decision_type=10 10 10 10 10 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.0015887402060290835 0.054864526534536523 0.094789461830763935 -0.056345178205005841 -0.051431419858304288 0.037428732918503169 -0.088757449168393926 leaf_weight=60.025539795286022 1.662951922044156 2.7077060531591988 6.8004589912015945 5.6363122721668324 20.722651571966708 3.6643864326179019 leaf_count=492 10 57 217 230 256 34 internal_value=0.000294986 0.00346924 -0.0344939 0.000723301 0.00420572 -0.00660397 internal_weight=101.22 92.7566 8.46341 90.0489 84.4126 63.6899 internal_count=1296 1069 227 1012 782 526 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=7 num_cat=0 split_feature=1 4 10 10 21 8 split_gain=1.76789 3.124e-06 5.41534e-07 3.69165e-07 2.10199e-07 9.70024e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.15113386645000002 7.3352983901173188 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075200944853315285 -0.075730415093288539 -0.075207271719689744 -0.075108107157516757 -0.075418279888957149 -0.075274795843781037 -0.075287865655850869 leaf_weight=1.0868831933476031 0.12581628747284446 1.53500401772908 0.36940905441588245 0.13220269593875844 0.44838718243408948 0.16543579846620549 leaf_count=101 22 755 271 39 69 39 internal_value=-0.0329164 -0.0752435 -0.0752204 -0.0752386 -0.0753075 -0.0752151 internal_weight=3.86314 2.77626 2.65044 2.28103 0.58059 1.70044 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=7 num_cat=0 split_feature=20 20 21 0 6 0 split_gain=0.865074 1.00487 1.02138 0.939415 0.983626 0.937102 threshold=0.19309926085000004 0.67806301170000005 0.21159832495000003 47.407128000000007 128.71147821476768 23.872839500000005 decision_type=8 8 10 10 10 8 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.064087692599931384 0.042904105808710166 -0.0023243107182622049 -0.050031567693484075 -0.07906689535994392 0.086423160284150632 0.026670796671421883 leaf_weight=2.1308979685418308 1.4338898132555167 60.525819499976933 6.7468002801761031 1.366067349910735 1.4413657188415516 13.662573632784186 leaf_count=30 17 1013 82 18 11 125 internal_value=0.00115453 -0.0004199 -0.033742 0.00312053 0.00460504 0.00301544 internal_weight=87.3074 85.1765 8.18069 76.9958 75.6298 74.1884 internal_count=1296 1266 99 1167 1149 1138 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=7 num_cat=0 split_feature=7 7 0 14 0 0 split_gain=1.03639 1.33124 2.31543 1.9136 1.72796 1.78821 threshold=83.214593831120908 79.482860341514581 0.059479500000000005 2.5000000000000004 0.00033650000000000005 0.0012470000000000001 decision_type=10 10 8 8 8 8 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=-0.10020889677574574 -0.086942518596077198 0.1271372535152859 -0.080536341720557444 0.07184487739413252 0.071717981310080281 -0.0028551087686290821 leaf_weight=1.747536978102288 1.348508022725581 2.2452747859060755 1.6522352406755092 1.6442441928666083 3.3588812649250022 75.353495006740559 leaf_count=168 15 6 52 61 10 984 internal_value=4.47845e-05 0.00140875 0.0488155 -0.00453043 -0.00185644 0.000327137 internal_weight=87.3502 86.0017 5.54175 3.29648 80.4599 78.7124 internal_count=1296 1281 119 113 1162 994 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=7 num_cat=0 split_feature=9 9 6 3 9 6 split_gain=1.0633 1.83498 1.45297 2.02264 1.26176 2.83096 threshold=7.8465803564189374 7.5630913137471625 115.16513012240218 9.5000000000000018 6.3944237114723839 126.01722756410258 decision_type=10 10 10 10 10 8 left_child=1 4 3 -3 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.003281313231116874 -0.037235176111350667 0.070865707995111757 0.10836022636809797 -0.066370653507851374 -0.069025087995123913 0.052814755648789215 leaf_weight=75.852176765329204 7.0419075274839988 2.6960034042131147 2.7668668031692505 1.7849795473739503 6.8941928362473819 2.6362328678369531 leaf_count=694 326 98 6 47 116 9 internal_value=0.000225239 0.00307304 0.0513811 0.0161982 -0.00102767 -0.0353227 internal_weight=99.6724 92.6305 7.24785 4.48098 85.3826 9.53043 internal_count=1296 970 151 145 819 125 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=7 num_cat=0 split_feature=1 4 10 10 21 5 split_gain=1.61909 2.54198e-06 4.10159e-07 2.98518e-07 1.6437e-07 6.71565e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.15113386645000002 11939.000000000002 decision_type=8 8 10 8 10 8 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075184156256307491 -0.075680553727503458 -0.075205098509702695 -0.075103167907386581 -0.075387046137576644 -0.075254968667744448 -0.075133248853218981 leaf_weight=0.99201107863336802 0.11728948354721147 1.424301990482491 0.34636308440531127 0.12178726727142919 0.41633970127440989 0.14316424092976388 leaf_count=101 22 733 271 39 69 61 internal_value=-0.0333281 -0.0752258 -0.075204 -0.0752206 -0.0752849 -0.0751985 internal_weight=3.56126 2.56925 2.45196 2.10559 0.538127 1.56747 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=7 num_cat=0 split_feature=21 21 19 19 0 4 split_gain=0.820444 1.38704 2.24806 1.36605 0.901298 3.65473 threshold=0.87373435645000008 0.77986809455000017 0.27627033375000004 0.76753877360000011 5.1000000000000006e-05 163.00000000000003 decision_type=10 10 8 8 10 10 left_child=1 2 -1 -4 5 -5 right_child=-2 -3 3 4 -6 -7 leaf_value=0.10959269230890223 0.066022017517034889 -0.0838664406289783 -0.047208891099412918 0.0684825809637086 -0.0011393444011057203 -0.094536262448592367 leaf_weight=1.8829793757759032 1.9023215933702875 1.9445025408640493 5.9136002291925251 6.4883122602477652 66.686838049441576 1.7451352477073667 leaf_count=36 21 15 72 95 1053 4 internal_value=0.00107529 -0.000384044 0.00157845 -0.000937676 0.0027146 0.0339296 internal_weight=86.5637 84.6614 82.7169 80.8339 74.9203 8.23345 internal_count=1296 1275 1260 1224 1152 99 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.961858 1.19963 1.79041 1.64982 1.99305 2.84744 threshold=64.315626000000009 65648.500000000015 75.000000000000014 14.500000000000002 6106.0000000000009 5.259659177650124 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0070460529947293897 0.082999666141729683 -0.084124591332541937 0.080900964307740381 -0.052327837242461289 0.053707252088100392 -0.043792669958969563 leaf_weight=53.977624280145392 1.3754500038921822 1.7134492341428984 2.6744523448869577 6.0858455332927397 6.734631825471296 13.842320660012772 leaf_count=517 10 25 35 117 165 427 internal_value=4.35271e-05 -0.0012984 0.000404996 -0.00226467 0.00182196 -0.00333033 internal_weight=86.4038 85.0283 83.3149 80.6404 74.5546 67.8199 internal_count=1296 1286 1261 1226 1109 944 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 20 split_gain=1.16025 1.18878 2.14127 1.17441 1.11869 1.35897 threshold=0.15113386645000002 0.17515917035000003 0.22032349530000003 0.26539142955000006 0.31373009000000007 0.88108871895000018 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.08820946064034349 0.082899554794343508 -0.10711785668804888 0.078358893912471889 -0.045203061917236692 0.0047862061941847597 -0.093944503984721817 leaf_weight=1.4616923186695201 1.7638330943882465 1.8287439854466354 1.9789747160393745 5.0607338973786682 85.097885145689361 1.4173551545245562 leaf_count=27 6 9 9 38 1193 14 internal_value=0.000221558 0.0015521 4.78254e-05 0.00214262 0.000495574 0.00316873 internal_weight=98.6092 97.1475 95.3837 93.5549 91.576 86.5152 internal_count=1296 1269 1263 1254 1245 1207 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=7 num_cat=0 split_feature=1 4 10 10 21 8 split_gain=1.51289 1.9462e-06 3.24407e-07 2.51492e-07 1.32193e-07 6.55069e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 0.15113386645000002 7.4050080021597227 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075174896890997336 -0.075626920084527094 -0.075176660001847556 -0.075095657387155262 -0.075360389567049518 -0.075237562749053771 -0.075253201674810463 leaf_weight=0.93205474084243178 0.10619641467928964 1.3225459952664094 0.32033074881474011 0.11340631387429323 0.38541671767598018 0.12213869829429325 leaf_count=101 22 757 271 39 69 37 internal_value=-0.032761 -0.0752085 -0.0751889 -0.0752043 -0.0752655 -0.0751831 internal_weight=3.30209 2.37003 2.26384 1.94351 0.498823 1.44468 internal_count=1296 1195 1173 902 108 794 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 8 split_gain=0.826452 1.66716 1.04798 2.16272 2.0141 2.00149 threshold=4.5000000000000009 2.0000000000000004 6.0924752076375546 83.534692932856203 6.5724631752035565 5.0405447404684409 decision_type=10 10 10 10 8 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=0.0057835496950357761 -0.064004693503449825 0.079963152650634417 0.048113144409760333 0.0060032269786545987 -0.010014001418266159 -0.080625371089887404 leaf_weight=45.738472626311705 4.3074785321950904 0.98904169956222165 12.866751414258035 4.6423357874155027 11.106732906308023 6.2680928241461515 leaf_count=593 98 82 248 32 200 43 internal_value=0.00114361 -0.037121 0.00365741 -0.00375943 0.0211833 -0.0437653 internal_weight=85.9189 5.29652 80.6224 56.6489 23.9735 10.9104 internal_count=1296 180 1116 668 448 75 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=7 num_cat=0 split_feature=10 15 10 10 5 2 split_gain=0.90239 1.36778 1.00242 1.05165 1.01263 3.28193 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 16.500000000000004 6386.0000000000009 8.5000000000000018 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0020655205953688401 -0.075845860817808586 0.07997841861597689 0.058105970084895986 -0.084112637075683061 0.030885293989300386 -0.070256721185001883 leaf_weight=61.501114778860938 1.54455289087491 2.1522882618010035 2.7914391662925473 1.5618105782195915 8.7110443627461773 6.9874904202297321 leaf_count=646 141 32 42 99 82 254 internal_value=-0.000105845 0.00129173 -0.000784913 -0.00287211 -0.00122854 -0.00531309 internal_weight=85.2497 83.7052 81.5529 78.7615 77.1996 68.4886 internal_count=1296 1155 1123 1081 982 900 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=7 num_cat=0 split_feature=10 5 2 4 8 9 split_gain=0.984853 2.02864 1.71898 1.357 2.08384 3.90986 threshold=41.000000000000007 4845.0000000000009 18.500000000000004 2363.0000000000005 5.2927476730057128 6.1105046267509833 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.005632540115115302 0.055577409980094507 -0.055100014533789543 0.085404209217743082 -0.051181338390993314 0.077453466133316454 -0.014688638197494547 leaf_weight=62.079832034301944 3.108482743613421 6.5993440622696644 2.4254496607463798 4.8784323311410835 9.4722972176969069 8.962440758943556 leaf_count=526 119 208 51 217 53 122 internal_value=0.00019426 -0.0016291 0.00238911 3.12012e-05 0.0031342 0.0326566 internal_weight=97.5263 94.4178 87.8185 85.393 80.5146 18.4347 internal_count=1296 1177 969 918 701 175 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=7 num_cat=0 split_feature=1 4 10 4 3 6 split_gain=1.39955 1.55124e-06 2.61321e-07 2.04855e-07 1.87792e-07 2.23624e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 2689.5000000000005 23.500000000000004 124.79969004710746 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075162385289064437 -0.075581417269579718 -0.075157514589750951 -0.075085921004979836 -0.075226849010013197 -0.075117656427092158 -0.075411130534457527 leaf_weight=0.8661887445487082 0.098458607681096377 0.95024270792782783 0.28324470366351295 0.62882265333610132 0.13572613440919667 0.073552273737732321 leaf_count=101 22 547 271 264 68 23 internal_value=-0.0322995 -0.0751936 -0.0751752 -0.0751893 -0.0752253 -0.0752461 internal_weight=3.03624 2.17005 2.07159 1.78834 0.838101 0.702375 internal_count=1296 1195 1173 902 355 287 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=7 num_cat=0 split_feature=4 0 4 0 4 4 split_gain=0.796421 2.72744 2.47397 2.38303 1.89168 3.46128 threshold=126.00000000000001 5.1000000000000006e-05 156.00000000000003 0.0042110000000000003 219.50000000000003 255.00000000000003 decision_type=8 8 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.066298539993847022 0.083607651736050614 -0.055063250829975742 -0.075082986488124115 0.056358082561244797 -0.17737707040202688 0.0026488220602289133 leaf_weight=2.451530956430358 3.7680562511086455 7.569479115307332 3.9441749267280093 6.4559283927083007 1.0875519514083851 59.376263020094484 leaf_count=123 89 53 18 75 2 936 internal_value=0.00109677 -0.0253734 0.00465098 0.00045261 0.00490459 -0.000589272 internal_weight=84.653 10.021 74.632 70.8639 66.9197 60.4638 internal_count=1296 176 1120 1031 1013 938 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=7 num_cat=0 split_feature=5 5 4 3 8 6 split_gain=0.812899 1.16529 0.937755 2.90578 1.98652 4.24197 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 4.4308176195396909 84.869127631984739 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076575857934087735 0.10610745654800401 0.038165663454178433 -0.055019173856499459 0.069440723484186465 -0.080456470545000089 0.0081554005000927989 leaf_weight=1.3706584862666193 1.0428979098796833 5.8876226358115664 9.4873494962230307 4.3548673763871184 5.9829536292236289 55.671684908680618 leaf_count=221 2 31 199 20 167 656 internal_value=-0.000197123 0.00107295 -0.000273006 -0.00327065 0.00416702 -0.000443478 internal_weight=83.798 82.4274 81.3845 75.4969 66.0095 61.6546 internal_count=1296 1075 1073 1042 843 823 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=7 num_cat=0 split_feature=19 20 19 19 21 21 split_gain=0.997887 0.97872 0.997813 3.28822 1.48583 2.42293 threshold=0.090384911050000016 0.20344614855000001 0.71761699185000005 0.57317364400000004 0.22032349530000003 0.59649699155000013 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.081002763765555555 -0.063807013502117191 -0.099499571206040152 0.031931375361280941 -0.10111843428077248 0.065248571045588857 -0.0019588055805062894 leaf_weight=1.5053801151225341 2.42215683136601 1.4396119652956256 9.1484564465645217 3.2719690643716595 5.793824061867781 72.345696905744262 leaf_count=12 30 16 43 25 30 1140 internal_value=0.000226657 -0.00106117 0.000590799 -0.00286984 0.00116974 0.00302443 internal_weight=95.9271 94.4217 91.9996 82.8511 79.5791 78.1395 internal_count=1296 1284 1254 1211 1186 1170 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=7 num_cat=0 split_feature=1 4 10 4 3 6 split_gain=1.32209 1.32225e-06 2.06291e-07 1.64242e-07 1.52573e-07 1.78194e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 2689.5000000000005 23.500000000000004 124.79969004710746 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.0751557161385219 -0.075552570669391972 -0.075145603882452602 -0.07507983410182445 -0.075210397888412425 -0.075107645514730842 -0.075381365069507683 leaf_weight=0.82662505377084017 0.090890704188496652 0.87422631186200273 0.26238481518521428 0.58055653695191733 0.12487831027829088 0.068116115173324943 leaf_count=101 22 547 271 264 68 23 internal_value=-0.0312318 -0.0751799 -0.0751622 -0.0751753 -0.0752089 -0.0752284 internal_weight=2.82768 2.00105 1.91016 1.64778 0.773551 0.648673 internal_count=1296 1195 1173 902 355 287 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=7 num_cat=0 split_feature=20 0 7 6 0 8 split_gain=0.762098 1.07088 1.82268 2.56079 1.66782 2.97151 threshold=0.19309926085000004 4.9691275000000017 73.565496186226582 1.0000000180025095e-35 0.068115000000000023 6.7585825373291648 decision_type=8 8 10 10 10 10 left_child=-1 4 3 -3 -2 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.059579181134818943 -0.0080704227495122446 -0.0090181689779278602 0.019616689061566116 -0.082302664546120188 0.051587415830293665 -0.033877267082402351 leaf_weight=2.1637186780571938 25.270409944234416 17.043156158179048 11.085127286147324 6.6203220421448341 15.991534925997259 5.4562818570993832 leaf_count=30 421 107 186 69 381 102 internal_value=0.0010041 -0.00055163 -0.0138456 -0.0295209 0.0093363 0.0298454 internal_weight=83.6306 81.4668 34.7486 23.6635 46.7182 21.4478 internal_count=1296 1266 362 176 904 483 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=7 num_cat=0 split_feature=10 10 10 19 19 20 split_gain=0.7964 1.21447 1.00814 0.787174 2.76807 1.79122 threshold=35.000000000000007 30.500000000000004 16.500000000000004 0.42674026145000005 0.48125046350000006 0.31027308865000008 decision_type=10 10 10 8 8 8 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.026315470693176687 -0.075760185770304966 0.060710496194755437 -0.083506644265579272 0.099808906941348488 -0.072780446747228666 0.0035312206463602351 leaf_weight=9.8456112070707587 1.3746435749344517 3.2685439307242623 1.4712240833323438 2.8836054120911285 3.241605237359181 60.155888253124431 leaf_count=69 141 60 99 12 27 888 internal_value=-0.000283915 0.000999101 -0.00151603 6.85154e-05 0.00398768 -0.000370705 internal_weight=82.2411 80.8665 77.5979 76.1267 66.2811 63.3975 internal_count=1296 1155 1095 996 927 915 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=7 num_cat=0 split_feature=9 9 8 8 8 8 split_gain=0.938546 1.48052 1.37487 1.61483 1.96352 1.82002 threshold=7.8465803564189374 7.5630913137471625 6.1477630097610492 6.0124073458263707 5.8299176033216806 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0048858590128357327 -0.036553904589013066 0.048293295656777785 -0.074131126202723427 0.087032360733390574 -0.085694213007158376 0.036828177725297957 leaf_weight=61.613906865793979 6.4420210262760511 6.6668180322740218 2.4738141610287121 2.1511017121374598 2.6320608155801883 12.598197597078977 leaf_count=557 326 151 32 8 70 152 internal_value=0.000292773 0.00298597 -0.000721645 0.00157724 -0.000814904 0.00219549 internal_weight=94.5779 88.1359 81.4691 78.9953 76.8442 74.2121 internal_count=1296 970 819 787 779 709 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=7 num_cat=0 split_feature=1 4 8 5 21 15 split_gain=1.2257 1.07909e-06 1.67677e-07 9.09528e-08 8.30102e-08 5.62296e-08 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 8615.0000000000018 0.15113386645000002 6.5000000000000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 5 4 -4 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075145309115094927 -0.075515428442498395 -0.075139444584208084 -0.075289271623113802 -0.075095434108209333 -0.075190080429351894 -0.075077973871203629 leaf_weight=0.76932353433221579 0.084899059962481371 1.0884149854318819 0.11643968799035076 0.071479565754998475 0.30632679275004193 0.17237615046906274 leaf_count=101 22 898 31 46 69 129 internal_value=-0.0308485 -0.0751672 -0.0751504 -0.0751998 -0.0752174 -0.075131 internal_weight=2.60926 1.83994 1.75504 0.494246 0.422766 1.26079 internal_count=1296 1195 1173 146 100 1027 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=7 num_cat=0 split_feature=21 0 4 4 3 2 split_gain=0.724975 0.908728 1.69137 3.59083 3.57999 2.41728 threshold=0.15113386645000002 4.9691275000000017 467.50000000000006 1030.5000000000002 1.5000000000000002 8.5000000000000018 decision_type=8 8 10 10 10 10 left_child=-1 2 4 -4 -2 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.067381878996105996 0.01292470399017806 -0.012556052068838483 0.10323812706003402 -0.034012768152322605 -0.077108505596648405 0.03996423561670634 leaf_weight=1.6126238335855303 17.206551249371845 34.691703775897622 4.9825272336602238 7.9172603790648308 5.9415180571377268 9.9911357727833074 leaf_count=27 306 365 75 115 28 380 internal_value=0.000992257 -0.000333899 0.00887584 0.0281503 -0.0101845 0.00725917 internal_weight=82.3433 80.7307 46.039 22.8909 23.1481 17.9084 internal_count=1296 1269 904 570 334 495 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=7 num_cat=0 split_feature=7 7 0 0 0 0 split_gain=0.748215 1.23166 1.8491 1.47197 1.54204 1.91837 threshold=82.887291079911066 79.482860341514581 0.059479500000000005 0.00033650000000000005 0.0012470000000000001 2.7156310000000006 decision_type=10 10 10 8 8 8 left_child=1 3 -3 -1 -5 -6 right_child=-2 2 -4 4 5 -7 leaf_value=-0.10022577165692846 -0.073932956660378191 0.11903155498557499 -0.0069027128430847635 0.070184893842167695 -0.033090816751536238 0.0058928102739990431 leaf_weight=1.5019325159373682 1.3593957349658001 2.1439943257719269 2.5557992055546492 2.9844900965690604 16.462939149234444 54.120750410482287 leaf_count=168 16 6 112 10 624 360 internal_value=-0.000368031 0.000885622 0.0505471 -0.00222345 -0.000222687 -0.00319973 internal_weight=81.1293 79.7699 4.69979 75.0701 73.5682 70.5837 internal_count=1296 1280 118 1162 994 984 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=7 num_cat=0 split_feature=19 20 19 19 21 21 split_gain=0.898776 1.17527 1.06063 2.64014 2.38147 1.69427 threshold=0.090384911050000016 0.88108871895000018 0.71761699185000005 0.61277817545000013 0.28189011275000003 0.59649699155000013 decision_type=8 10 10 10 8 8 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=0.078361390971856973 0.047423481296096609 -0.093038908848981236 -0.026054061903710568 -0.096402319895189006 0.079386644451845526 -0.0041935105393066776 leaf_weight=1.4522322396514935 6.9785257314797491 1.3646185010147736 3.7853489955887198 2.9229152834159313 4.9342164876870793 71.646261968591716 leaf_count=12 48 17 19 20 28 1152 internal_value=0.000307725 -0.000929312 0.000463158 -0.00308138 0.0336126 0.000387876 internal_weight=93.0841 91.6319 90.2673 81.5477 8.71957 78.6248 internal_count=1296 1284 1267 1220 47 1200 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=7 num_cat=0 split_feature=2 4 10 4 3 6 split_gain=1.14519 8.6199e-07 1.29346e-07 1.07093e-07 9.91532e-08 1.33788e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 2689.5000000000005 23.500000000000004 124.79969004710746 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.07513737011979793 -0.07547877967297982 -0.075124883473771831 -0.075068544727427605 -0.075180174224924345 -0.075091841637936876 -0.0753387147560583 leaf_weight=0.72241784026846323 0.078638654667883778 0.74132175929844346 0.2203419769066387 0.49384174682199966 0.10636375796457287 0.059657383360899985 leaf_count=101 22 547 271 264 68 23 internal_value=-0.0303379 -0.0751554 -0.0751398 -0.075151 -0.0751803 -0.0751973 internal_weight=2.42258 1.70017 1.62153 1.40118 0.659863 0.553499 internal_count=1296 1195 1173 902 355 287 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=7 num_cat=0 split_feature=20 20 21 21 20 15 split_gain=0.710881 1.14 1.47209 1.4609 1.61216 0.735977 threshold=0.83432334365000005 0.76872615085000018 0.89547868850000012 0.22873620745000003 0.64247171095000011 4.5000000000000009 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.098013347335313306 0.0704054425342132 -0.085281715747230299 0.10705036358366707 -0.045237362102998717 0.0040263450610778864 -0.036201835221406867 leaf_weight=1.7623248491436241 1.4353540218435217 1.5586715328972776 1.2894669836387027 6.7179391479585311 63.467616955749691 4.8988540500868103 leaf_count=28 24 12 13 94 945 180 internal_value=0.000655649 -0.000600587 0.00108864 -0.000689365 0.00357808 0.00114376 internal_weight=81.1302 79.6949 78.1362 76.8467 70.1288 68.3665 internal_count=1296 1272 1260 1247 1153 1125 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=7 num_cat=0 split_feature=10 15 10 7 9 9 split_gain=0.728404 1.16065 0.854054 0.906554 3.15118 2.73225 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 73.883603989971604 6.0115800367049212 6.0889409008588418 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.0049059064485993554 -0.07570406148067893 0.079587924268849891 0.055918517254747307 0.053927540046560529 -0.051606267911712883 0.06314297505534272 leaf_weight=52.842344665201381 1.2582805159618136 1.8348447596654285 2.5586802745237938 3.7902154028415671 11.161005889996884 6.6420076326467088 leaf_count=638 141 32 42 16 339 88 internal_value=-0.000219413 0.000985483 -0.000887686 -0.00284037 -0.0248529 0.00269241 internal_weight=80.0874 78.8291 76.9943 74.4356 14.9512 59.4844 internal_count=1296 1155 1123 1081 355 726 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=7 num_cat=0 split_feature=9 8 8 7 7 0 split_gain=0.813408 1.31474 2.27212 1.49724 3.04386 2.36273 threshold=7.8465803564189374 6.7263909492949656 6.132086408704077 42.71749970957368 77.364721599614583 19.409948500000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.00059252181365812486 -0.034536749719488079 0.058564166917102811 -0.096061884515081242 0.067096463579837964 -0.01036338116376492 -0.076701275976515854 leaf_weight=54.796490666252794 6.2103807950043111 4.048846196383237 2.3812822855543336 9.6729238331317919 10.668094465509055 4.262441746890544 leaf_count=614 326 20 125 49 129 33 internal_value=0.000411507 0.00294025 0.000186404 0.00307298 0.0264717 -0.00498598 internal_weight=92.0405 85.8301 81.7812 79.4 20.341 59.0589 internal_count=1296 970 950 825 178 647 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=7 num_cat=0 split_feature=1 4 8 10 5 3 split_gain=1.06054 6.82893e-07 1.1051e-07 5.77107e-08 5.51392e-08 3.90349e-08 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 25.000000000000004 7441.0000000000009 16.500000000000004 decision_type=8 8 8 10 8 10 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.075126970296196194 -0.075443237114693737 -0.075122625886685029 -0.075263686550260944 -0.075058987478509073 -0.075173172739634503 -0.075085091965131773 leaf_weight=0.67014231532812119 0.072817753534764162 0.90577321294404078 0.057853209553286544 0.16910566672595451 0.30397038941737264 0.060294418668490835 leaf_count=101 22 782 20 245 80 46 internal_value=-0.0301866 -0.0751442 -0.0751296 -0.0751126 -0.075173 -0.0751586 internal_weight=2.23996 1.56981 1.497 1.07488 0.422118 0.364265 internal_count=1296 1195 1173 1027 146 126 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=7 num_cat=0 split_feature=6 0 4 5 9 0 split_gain=0.722487 0.793912 1.83707 3.18059 2.40938 2.10993 threshold=128.71147821476768 4.9691275000000017 395.00000000000006 126.00000000000001 7.4755209420133424 12.063775500000002 decision_type=10 10 10 10 8 8 left_child=1 -1 3 -3 -4 -6 right_child=-2 2 4 -5 5 -7 leaf_value=0.005589813756893461 0.068343748118354253 -0.054443277890002743 -0.081738666079816724 0.085036907282746182 -0.069658351001981145 0.03561220712689233 leaf_weight=57.139272536849603 1.5501867532730091 2.8144969418644932 6.5700536053627703 3.9006681218743324 2.9151691859588018 5.4887368418276319 leaf_count=993 13 10 75 37 82 86 internal_value=0.000736347 -0.000593175 -0.0168821 0.0265772 -0.0363716 -0.000904323 internal_weight=80.3786 78.8284 21.6891 6.71517 14.974 8.40391 internal_count=1296 1283 290 47 243 168 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=7 num_cat=0 split_feature=0 4 3 6 9 2 split_gain=0.831199 1.10286 1.41897 1.61528 1.15659 2.08705 threshold=64.315626000000009 54829.000000000007 44.500000000000007 125.44544100960267 7.9588975289260775 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.002243297083734822 0.081621677224244668 -0.07421934375816068 0.079818677997591833 -0.071910680757566264 0.054641459754924619 -0.076850076888091881 leaf_weight=63.085882586310618 1.2187563702464093 2.0368957919999948 2.1819471763446918 3.1637989371083668 3.8199700927361837 3.5224822080635922 leaf_count=891 10 38 35 64 64 194 internal_value=-0.000322725 -0.00160622 0.000345703 -0.00201061 0.00112946 -0.00193944 internal_weight=79.0297 77.811 75.7741 73.5921 70.4283 66.6084 internal_count=1296 1286 1248 1213 1149 1085 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 20 split_gain=0.795953 0.922353 1.76207 1.85202 1.25086 3.00894 threshold=0.090384911050000016 0.23075891465000004 0.27627033375000004 0.87373435645000008 0.80861896420000012 0.79922031560000006 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075727963990087063 -0.054305103818526781 0.11154734673971174 0.0028646137733345091 -0.10225432489743187 0.085681775960315468 -0.11514655016234154 leaf_weight=1.3804601434385402 3.1086845673271455 1.4216576516628265 79.369202823319938 1.7589623828534957 1.7258478263101995 2.2210255670943289 leaf_count=12 27 3 1211 19 8 16 internal_value=0.00037297 -0.000787948 0.00113545 -0.000709599 0.00143421 -0.000347852 internal_weight=90.9858 89.6054 86.4967 85.075 83.3161 81.5902 internal_count=1296 1284 1257 1254 1235 1227 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=7 num_cat=0 split_feature=2 4 8 5 10 3 split_gain=0.983506 5.37199e-07 8.87715e-08 5.05503e-08 4.55488e-08 3.11164e-08 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 6530.5000000000009 25.000000000000004 16.500000000000004 decision_type=8 8 8 8 10 10 left_child=-1 -2 4 -4 -3 -5 right_child=1 2 3 5 -6 -7 leaf_value=0.075118631864486987 -0.075409442644521249 -0.075113475447081371 -0.075257724187183683 -0.07516022014608445 -0.075054619215103313 -0.075076991622703773 leaf_weight=0.62353879841975901 0.067289805039763118 0.83458061939745665 0.047116328147240094 0.28743977673002519 0.15608072857867228 0.053240865439875051 leaf_count=101 22 782 16 84 245 46 internal_value=-0.029858 -0.0751335 -0.0751201 -0.0751606 -0.0751042 -0.0751472 internal_weight=2.06929 1.44575 1.37846 0.387797 0.990661 0.340681 internal_count=1296 1195 1173 146 1027 130 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=7 num_cat=0 split_feature=4 0 4 3 6 6 split_gain=0.665584 2.5399 2.16896 2.18621 1.47822 2.48226 threshold=126.00000000000001 5.1000000000000006e-05 156.00000000000003 1.0000000180025095e-35 83.534692932856203 102.50410753707952 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.06947419254251852 0.08249206549358401 -0.052360448204563606 -0.086215379919488758 0.031161943601429043 -0.050684427675969396 0.0065836065003658578 leaf_weight=2.2310218987986428 3.3635530639439812 7.3424774035811424 2.8051359951496115 15.224832799285648 9.401180789805947 38.830643460853025 leaf_count=123 89 53 16 258 89 668 internal_value=0.000754445 -0.0239679 0.00415378 0.000177202 0.00399623 -0.00457888 internal_weight=79.1988 9.5735 69.6253 66.2618 63.4567 48.2318 internal_count=1296 176 1120 1031 1015 757 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=7 num_cat=0 split_feature=5 5 5 0 5 4 split_gain=0.667359 0.993726 0.756024 2.02711 1.70629 1.93197 threshold=59.000000000000007 63.000000000000007 108.50000000000001 0.0012470000000000001 126.00000000000001 316.00000000000006 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.076390680640391673 0.10222018166014357 0.026510447627505845 0.077438812911422822 -0.083979275467828421 -0.085761810831762431 0.0027588423319161318 leaf_weight=1.1366479427088041 0.95406073331832786 3.1029708087444297 2.9198648780584326 3.5719006508588791 2.5650272192433468 63.56048128643306 leaf_count=221 2 10 13 104 43 903 internal_value=-0.00032806 0.00079952 -0.000478361 -0.0326155 0.00262846 -0.000674899 internal_weight=77.811 76.6743 75.7202 6.67487 69.0454 66.1255 internal_count=1296 1075 1073 114 959 946 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=7 num_cat=0 split_feature=10 5 3 4 8 9 split_gain=0.725955 1.56913 1.40034 1.69763 1.51402 2.73913 threshold=41.000000000000007 4845.0000000000009 12.500000000000002 2363.0000000000005 5.2927476730057128 6.0865556372042251 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0049293907341388284 0.05331468360418843 -0.052349799786919386 0.060998934560904987 -0.068264509915587426 0.072267156996343854 -0.01003721532487792 leaf_weight=58.172781516404939 2.5114265298470846 5.6158107233932233 3.8710819678381077 3.5416260936763129 7.8075656890869167 8.3875624076463264 leaf_count=521 119 208 43 231 49 125 internal_value=0.000306539 -0.0012167 0.00229456 -0.000622272 0.00259906 0.0296412 internal_weight=89.9079 87.3964 81.7806 77.9095 74.3679 16.1951 internal_count=1296 1177 969 926 695 174 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=7 num_cat=0 split_feature=1 4 8 10 5 19 split_gain=0.927901 4.6182e-07 7.12234e-08 3.8019e-08 3.30601e-08 2.26474e-08 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 25.000000000000004 7441.0000000000009 0.057906774700000004 decision_type=8 8 8 10 8 10 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.075113152117882276 -0.075390307321120439 -0.075104854597937559 -0.075224974825254642 -0.07504823285965373 -0.075083351541068738 -0.075150340903239909 leaf_weight=0.59572231862694025 0.062118295114487077 0.76482594684057392 0.049067144471337198 0.14034716380410828 0.063447097782045603 0.24668256746372208 leaf_count=101 22 782 20 245 50 76 internal_value=-0.0285633 -0.0751241 -0.075111 -0.0750961 -0.0751487 -0.0751366 internal_weight=1.92221 1.32649 1.26437 0.905173 0.359197 0.31013 internal_count=1296 1195 1173 1027 146 126 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=7 num_cat=0 split_feature=20 20 19 21 0 7 split_gain=0.627089 0.83009 0.848101 0.692679 0.658962 1.66359 threshold=0.19309926085000004 0.67806301170000005 0.39304504650000005 0.21159832495000003 4.9691275000000017 73.565496186226582 decision_type=8 8 8 10 8 8 left_child=-1 3 -3 -2 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.053275234043979248 0.026973269274092437 0.082166840953553005 0.0084157550246257273 -0.046998597811754306 -0.041634879113758211 0.011885249391806282 leaf_weight=2.2010851739905775 1.5922407596372066 1.3159307681489734 43.247876522364095 6.1763995089568198 10.635055819060655 12.795285048894582 leaf_count=30 17 18 839 82 110 200 internal_value=0.000658054 -0.000870597 0.00266751 -0.0318375 0.00109855 -0.0124076 internal_weight=77.9639 75.7628 67.9941 7.76864 66.6782 23.4303 internal_count=1296 1266 1167 99 1149 310 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=7 num_cat=0 split_feature=7 7 0 14 0 0 split_gain=0.637582 0.99489 1.49564 1.33635 1.27421 1.31423 threshold=82.887291079911066 79.482860341514581 0.059479500000000005 2.5000000000000004 0.00033650000000000005 0.0012470000000000001 decision_type=10 10 10 10 8 8 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=-0.099685467432811675 -0.071714940737273192 0.11032735274442557 -0.080317043235401994 0.069806218426125929 0.067761672234348105 -0.003038699843230382 leaf_weight=1.3135858869645733 1.2343440111726511 2.0143761150538912 1.2114684276748449 1.1614199322648346 2.7283424735069266 67.141196615964873 leaf_count=168 16 6 52 60 10 984 internal_value=-0.000424423 0.000740015 0.0469572 -0.0068386 -0.00210851 -0.000274009 internal_weight=76.8047 75.5704 4.38726 2.37289 71.1831 69.8695 internal_count=1296 1280 118 112 1162 994 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 20 split_gain=0.72542 0.784367 1.55353 1.65289 1.08786 2.66842 threshold=0.090384911050000016 0.23075891465000004 0.27627033375000004 0.87373435645000008 0.80861896420000012 0.79922031560000006 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.073469060384779711 -0.050694206950982618 0.1054180591275385 0.0026623379082960329 -0.099442360378847128 0.079697880476181912 -0.11118705430362973 leaf_weight=1.3384802731452508 3.030652957590064 1.4034305289387703 77.251323333999608 1.6606480378250115 1.7339006704278279 2.1150663660228011 leaf_count=12 27 3 1211 19 8 16 internal_value=0.00040886 -0.000712644 0.00108713 -0.000682078 0.00134018 -0.00037168 internal_weight=88.5335 87.195 84.1644 82.7609 81.1003 79.3664 internal_count=1296 1284 1257 1254 1235 1227 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=7 num_cat=0 split_feature=1 0 0 8 10 5 split_gain=0.856638 2.30205e-07 2.31554e-07 6.26021e-08 2.7021e-08 2.51802e-08 threshold=1.0000000180025095e-35 0.00033650000000000005 5.1000000000000006e-05 7.4050080021597227 25.000000000000004 7441.0000000000009 decision_type=8 8 10 8 10 8 left_child=-1 2 -2 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=0.07510559526650043 -0.075126750997021943 -0.075094575103917718 -0.075424500515659687 -0.075207289446428002 -0.075044621623665736 -0.075127141686398821 leaf_weight=0.54974942258559167 0.060329446860123093 0.65722305236704404 0.046059179352596402 0.04537633652216766 0.12964605537126772 0.28795110496866982 leaf_count=101 63 736 5 20 245 126 internal_value=-0.028624 -0.0751151 -0.0752557 -0.0751017 -0.0750863 -0.0751381 internal_weight=1.77633 1.22659 0.106389 1.1202 0.786869 0.333327 internal_count=1296 1195 68 1127 981 146 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=7 num_cat=0 split_feature=15 16 3 3 9 0 split_gain=0.622604 1.48823 0.763806 1.44238 1.1738 1.00671 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 7.9670524813829227 8.0202915000000008 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0074977354035688313 -0.06229448868565627 0.08001884774427187 0.082630870046781907 -0.013418117740941744 -0.073106902401656501 -0.02739396397422024 leaf_weight=54.636000692145899 3.7812761827372006 0.91206045588478435 3.2432584671769282 3.0187564552761614 2.1375541295856229 9.743919709697364 leaf_count=878 98 82 65 63 24 86 internal_value=0.00066305 -0.0346386 0.00293955 0.0363281 -0.00020368 0.00221687 internal_weight=77.4728 4.69334 72.7795 6.26201 66.5175 64.3799 internal_count=1296 180 1116 128 988 964 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=7 num_cat=0 split_feature=5 3 4 6 8 3 split_gain=0.635478 1.19691 1.62175 2.27778 1.828 2.87254 threshold=41149.000000000007 14.500000000000002 6106.0000000000009 84.576699671557861 5.259659177650124 9.5000000000000018 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=0.0051394371447877289 0.045585007112695086 -0.04366533998247888 -0.07797798039908134 0.082657306662171803 -0.072214964052759248 0.038515585697745366 leaf_weight=49.791856136987917 2.8873199867084614 6.3694234916474661 1.0877959807403375 4.6826407255139202 7.9268394171958771 3.3256807901780121 leaf_count=518 45 141 61 104 351 76 internal_value=-0.000430095 -0.00224552 0.00170301 0.0523756 -0.003087 -0.0394886 internal_weight=76.0716 73.1842 66.8148 5.77044 61.0444 11.2525 internal_count=1296 1251 1110 165 945 427 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 21 split_gain=0.992181 1.18347 2.43403 1.28557 2.57971 2.11684 threshold=0.15113386645000002 0.71761699185000005 0.61277817545000013 0.59649699155000013 0.34182378015000009 0.35318554730000001 decision_type=8 10 10 8 10 10 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.086623102845467703 -0.0013039239493027029 0.037873169152092892 -0.094844363886867997 0.00092066454027266089 -0.09839828042539564 0.10902732908443119 leaf_weight=1.2918579767283516 4.5409512350743171 8.1743612000718695 2.731834119782433 65.501212399220094 2.7239726139378027 2.8182009052252397 leaf_count=27 27 42 20 1128 29 23 internal_value=0.000366764 0.00166608 -0.00211309 0.00123849 -0.00304476 0.0409476 internal_weight=87.7824 86.4905 78.3162 75.5843 68.2252 7.35915 internal_count=1296 1269 1227 1207 1157 50 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=7 num_cat=0 split_feature=1 4 10 4 3 6 split_gain=0.799622 2.89621e-07 3.95785e-08 3.68719e-08 3.20138e-08 3.9638e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 2689.5000000000005 23.500000000000004 124.79969004710746 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075099792733790555 -0.075334286709423298 -0.075083748032368947 -0.075046306920968642 -0.075123979089088064 -0.07506088715057023 -0.075230519571840182 leaf_weight=0.51622026390396059 0.053108078893273736 0.49118878536683042 0.14414829187444411 0.33442635706887813 0.068834622667054646 0.038992223446257412 leaf_count=101 22 547 271 264 68 23 internal_value=-0.0280248 -0.0751063 -0.0750951 -0.0751026 -0.0751236 -0.0751351 internal_weight=1.64692 1.1307 1.07759 0.933442 0.442253 0.373419 internal_count=1296 1195 1173 902 355 287 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=7 num_cat=0 split_feature=4 4 3 5 6 6 split_gain=0.603239 1.92489 2.01236 1.74628 1.38291 2.23743 threshold=126.00000000000001 156.00000000000003 1.0000000180025095e-35 63.000000000000007 83.622888337482649 102.50410753707952 decision_type=8 8 8 10 8 8 left_child=3 -2 -3 -1 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.020306949062936872 0.081713717294570928 -0.0856739882533641 0.0307084143036646 -0.067011058336511192 -0.049418862702869423 0.0061876883684397841 leaf_weight=4.584096181439234 3.0454025194048873 2.6089993044733992 14.740564105100928 4.577424518764019 8.9384687971323711 37.990818057907745 leaf_count=145 89 16 262 31 85 668 internal_value=0.000754185 0.00403025 0.000349763 -0.0233203 0.00398908 -0.00440351 internal_weight=76.4858 67.3243 64.2789 9.16152 61.6699 46.9293 internal_count=1296 1120 1031 176 1015 753 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=7 num_cat=0 split_feature=20 0 4 3 6 0 split_gain=1.33774 0.735933 1.02933 1.14507 1.22231 0.812849 threshold=0.15294678395000003 64.315626000000009 65648.500000000015 75.000000000000014 126.71934576237059 19.409948500000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.10761363941318783 -0.0025679894879233906 0.081159745163035257 -0.082272477486278181 0.079144400868659273 -0.079356676180018487 0.029030282542993065 leaf_weight=1.1459702559513969 57.58091694189352 1.1352403368800867 1.4888343699276436 1.8612057529389847 1.903811846859752 9.4816670333966595 leaf_count=21 1085 10 25 35 42 78 internal_value=-0.000403018 0.00126965 1.55155e-05 0.00174525 -0.000343528 0.00189954 internal_weight=74.5976 73.4517 72.3164 70.8276 68.9664 67.0626 internal_count=1296 1275 1265 1240 1205 1163 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=7 num_cat=0 split_feature=9 8 8 7 7 7 split_gain=0.699363 1.18536 1.98439 1.09836 2.3536 2.28045 threshold=7.8465803564189374 6.7263909492949656 6.132086408704077 42.71749970957368 31.717862370843921 77.364721599614583 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.0002208384154053296 -0.034176431628453657 0.056215778188444955 -0.094146732119479049 0.058978645982352487 -0.093599390187706424 -0.010129937285542607 leaf_weight=53.124623667376 5.5357675644918336 3.9184622503817073 2.1830645727459332 9.2387107349932212 2.8155791023746124 9.8822024720720929 leaf_count=611 326 20 125 49 36 129 internal_value=0.000213779 0.00255939 -0.000162502 0.00257092 -0.00450132 0.0232615 internal_weight=86.6984 81.1626 77.2442 75.0611 55.9402 19.1209 internal_count=1296 970 950 825 647 178 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=7 num_cat=0 split_feature=1 4 8 10 5 19 split_gain=0.745674 2.23454e-07 3.8772e-08 1.82423e-08 1.80108e-08 1.12027e-08 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 25.000000000000004 6530.5000000000009 0.057906774700000004 decision_type=8 8 8 10 8 10 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.075093470459743475 -0.075307465374662652 -0.075082566133212722 -0.075187821705185495 -0.075038546287478372 -0.075068915657624191 -0.075121023492059416 leaf_weight=0.4842181010171771 0.048720793100073601 0.59823919311020302 0.033877483918331563 0.11172346752573503 0.052190772614267189 0.19697561569046229 leaf_count=101 22 782 16 245 54 76 internal_value=-0.027439 -0.0750984 -0.0750881 -0.0750756 -0.0751194 -0.0751101 internal_weight=1.52595 1.04173 0.993007 0.709963 0.283044 0.249166 internal_count=1296 1195 1173 1027 146 130 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=7 num_cat=0 split_feature=8 8 8 8 0 15 split_gain=0.609282 1.19561 1.00737 1.30093 1.40572 1.1727 threshold=7.2680146144134401 6.9301478636517562 6.7963979550449611 5.8299176033216806 0.074565500000000021 4.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.00076459029868758627 -0.035833952756139952 0.076779511764319894 -0.059335466529789993 -0.018711302228369361 0.057232012962261006 -0.091101660844255347 leaf_weight=53.417004800750874 4.271703010890632 2.1334581580013028 2.6801005420275024 3.5202833940274996 7.9232590219471604 1.4767140736803401 leaf_count=720 80 54 51 73 285 33 internal_value=0.000847633 0.0030499 0.000770773 0.00319913 0.0338702 -0.00319478 internal_weight=75.4225 71.1508 69.0174 66.3373 11.4435 54.8937 internal_count=1296 1216 1162 1111 358 753 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=7 num_cat=0 split_feature=0 20 21 21 21 19 split_gain=0.719048 0.637808 3.39247 3.07483 1.61285 1.35572 threshold=64.315626000000009 0.64247171095000011 0.33156527450000001 0.31759829255000005 0.38257382970000003 0.23075891465000004 decision_type=10 10 8 10 8 8 left_child=1 2 -1 -3 -4 -6 right_child=-2 3 4 -5 5 -7 leaf_value=-0.086319722064758089 0.080840707182589566 0.081042704563981258 0.11882749159317924 -0.026120275242092452 0.064765167121428241 -0.0049809421114011473 leaf_weight=4.8143252549925819 1.0688869021832932 4.7418371572566667 1.1403928992513099 6.1503448562289122 2.9419962199754082 52.882016449206276 leaf_count=44 10 20 3 37 13 1169 internal_value=-0.000581401 -0.00177901 -0.00571272 0.0205324 0.00109975 -0.00130523 internal_weight=73.7398 72.6709 61.7787 10.8922 56.9644 55.824 internal_count=1296 1286 1229 57 1185 1182 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.657283 0.743876 1.30713 2.35596 0.910254 2.81818 threshold=0.090384911050000016 0.23075891465000004 0.36889079640000005 0.48125046350000006 0.51863623745000009 0.58224510985000011 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.071600625668111803 -0.049905496401473036 0.056752072350827909 -0.099081226552757529 0.030237752949154401 -0.12387641607002492 0.00059396697696350535 leaf_weight=1.2716490326565688 2.9798650704615284 3.9936557383771287 2.4174521725071827 9.4459028379787906 1.872674887650646 63.482092622449272 leaf_count=12 27 18 24 49 10 1156 internal_value=0.000243522 -0.000834271 0.000966276 -0.00191892 0.00122123 -0.00297261 internal_weight=85.4633 84.1916 81.2118 77.2181 74.8007 65.3548 internal_count=1296 1284 1257 1239 1215 1166 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=7 num_cat=0 split_feature=1 4 8 5 10 19 split_gain=0.691122 1.784e-07 3.14733e-08 1.95876e-08 1.43954e-08 9.84357e-09 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 6386.0000000000009 25.000000000000004 0.20868862815000003 decision_type=8 8 8 8 10 10 left_child=5 -2 4 -4 -3 -1 right_child=1 2 3 -5 -6 -7 leaf_value=0.075114551116749223 -0.075285246245276244 -0.075076509040612846 -0.075188696736224914 -0.075101484273260466 -0.075035799849485135 0.075079412531485007 leaf_weight=0.10360847390256822 0.045228917151689529 0.55329495504702209 0.028959097515325993 0.23260148757253774 0.10304065482341684 0.34581790748052299 leaf_count=18 22 782 15 131 245 83 internal_value=-0.0273095 -0.0750914 -0.0750818 -0.0751111 -0.0750701 0.0750875 internal_weight=1.41255 0.963125 0.917896 0.261561 0.656336 0.449426 internal_count=1296 1195 1173 146 1027 101 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=7 num_cat=0 split_feature=15 16 9 6 6 8 split_gain=0.571566 1.25188 0.812604 1.70481 3.34906 1.52632 threshold=4.5000000000000009 2.0000000000000004 6.0924752076375546 119.88135117523494 84.576699671557861 6.5779600669408183 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.0036185247591514116 -0.06025892529000914 0.079526097153611877 0.044982532899562284 0.093533459799722829 -0.070531325011125856 -0.010484017151121901 leaf_weight=41.610087352339178 3.4954722644761196 0.78446090966463078 11.028989674523475 1.7387599833309639 7.1357874050736418 9.0175024941563588 leaf_count=612 98 82 248 20 36 200 internal_value=0.000845153 -0.034638 0.00299832 -0.00376545 -0.00723609 0.020032 internal_weight=74.8111 4.27993 70.5311 50.4846 48.7459 20.0465 internal_count=1296 180 1116 668 648 448 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=7 num_cat=0 split_feature=7 7 0 14 0 0 split_gain=0.582891 0.911914 1.31906 1.22104 1.09737 1.20861 threshold=82.887291079911066 79.482860341514581 0.059479500000000005 2.5000000000000004 0.00033650000000000005 0.0012470000000000001 decision_type=10 10 10 10 8 8 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=-0.09715155143910878 -0.069876897769166543 0.10646861262508225 -0.080307828175160523 0.069794214524668857 0.0669939457055055 -0.0031007924605403452 leaf_weight=1.1934328841307422 1.1907786615192879 1.9346869476139534 1.1112686905544251 1.0578409829176962 2.5583315789699546 63.93264441032079 leaf_count=168 16 6 52 60 10 984 internal_value=-0.00048548 0.000665542 0.0464377 -0.0071054 -0.00210969 -0.000403801 internal_weight=72.979 71.7882 4.1038 2.16911 67.6844 66.491 internal_count=1296 1280 118 112 1162 994 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=7 num_cat=0 split_feature=10 9 9 8 9 8 split_gain=0.618775 1.0673 1.15326 1.01549 1.12223 4.45418 threshold=41.000000000000007 7.8465803564189374 7.9966239479282715 6.7585825373291648 6.3944237114723839 4.939271738043824 decision_type=10 10 10 10 10 8 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.0032889025272781446 0.052442984337738641 -0.07216905439346398 0.055102894480183517 0.052725194913746026 0.086255882391278349 -0.080557965434584475 leaf_weight=65.919114414849901 2.2020030318526542 3.7426617835299103 0.87922583380714048 3.6870481595396987 2.1842253301292631 5.9913149778731176 leaf_count=694 119 275 29 19 7 153 internal_value=0.000127405 -0.00127058 -0.047958 0.00150364 -0.00104521 -0.035991 internal_weight=84.6056 82.4036 4.62189 77.7817 74.0947 8.17554 internal_count=1296 1177 304 873 854 160 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=7 num_cat=0 split_feature=1 4 6 5 19 7 split_gain=0.637115 1.4236e-07 1.84424e-08 1.5788e-08 7.93316e-09 6.82852e-09 threshold=1.0000000180025095e-35 109.00000000000001 124.4242285276918 10692.000000000002 0.22328597830000005 74.159921378957549 decision_type=8 8 8 10 10 8 left_child=4 -2 -3 5 -1 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.07510459703577213 -0.075264714244481057 -0.075064998449679732 -0.075139075110346426 -0.075038528902189205 0.075072848828626138 -0.075097287479873889 leaf_weight=0.10560076008550823 0.041943718213587999 0.54468717100098729 0.048011336737545207 0.041398814886633772 0.30903395521454513 0.21079955503228121 leaf_count=20 22 944 31 65 81 133 internal_value=-0.0272438 -0.0750849 -0.075076 -0.0750959 0.0750809 -0.075105 internal_weight=1.30148 0.886841 0.844897 0.30021 0.414635 0.258811 internal_count=1296 1195 1173 229 101 164 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=7 num_cat=0 split_feature=0 6 7 4 0 0 split_gain=0.703071 0.684558 0.588142 1.25012 1.0212 2.07887 threshold=47.407128000000007 128.71147821476768 76.620775124742622 705.00000000000011 30.053426000000005 4.3720085000000006 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.0019715465387446234 -0.078455534975010038 0.07285634739301651 -0.0097598441435641156 0.066414136792078193 0.039229202077914443 -0.048884819794198175 leaf_weight=47.590959830326028 1.1030032336711872 1.3378733918070782 4.7150700315833074 3.967161568813026 5.3087669443339101 9.6712161710020137 leaf_count=766 18 11 34 246 71 150 internal_value=0.00078302 0.00198703 0.000656365 0.0250462 -0.00272793 -0.00661777 internal_weight=73.6941 72.591 71.2532 8.68223 62.5709 57.2622 internal_count=1296 1278 1267 280 987 916 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=7 num_cat=0 split_feature=5 3 4 6 8 5 split_gain=0.524582 0.992078 1.33337 1.89978 1.59051 2.71151 threshold=41149.000000000007 14.500000000000002 6106.0000000000009 84.869127631984739 5.259659177650124 10692.000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=0.0047508392850248073 0.044221312812364057 -0.041698748375355747 -0.077651869399354881 0.076852336402173094 -0.058885869991241936 0.092160654204596001 leaf_weight=48.113540615726379 2.5376231651753178 5.7904747985303393 0.97021924005821247 4.4277430484071374 8.8701087731751596 1.3723476715385903 leaf_count=518 45 141 61 104 422 5 internal_value=-0.000437881 -0.00206746 0.00153206 0.0490821 -0.00286634 -0.0386477 internal_weight=72.0821 69.5444 63.754 5.39796 58.356 10.2425 internal_count=1296 1251 1110 165 945 427 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 21 split_gain=0.914595 1.03713 1.63211 0.986537 2.93339 1.91425 threshold=0.15113386645000002 0.17515917035000003 0.22032349530000003 0.71761699185000005 0.57317364400000004 0.59649699155000013 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.086101190734302141 0.079559297783721825 -0.10069780490949563 0.05911989849913675 0.039810367666093784 -0.094801297596087075 -0.0020744166501822942 leaf_weight=1.2125844078254884 1.6627454825211316 1.5850969230959888 5.557426685874816 6.2806909107312086 3.2202908097096943 63.754250983911334 leaf_count=27 6 9 42 35 27 1150 internal_value=0.00011188 0.00138583 -0.000230918 0.00178969 -0.00150259 0.00283216 internal_weight=83.2731 82.0605 80.3978 78.8127 72.532 69.3117 internal_count=1296 1269 1263 1254 1219 1192 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=7 num_cat=0 split_feature=1 0 0 8 5 10 split_gain=0.595008 7.06574e-08 7.30507e-08 2.30543e-08 1.43347e-08 8.47277e-09 threshold=1.0000000180025095e-35 0.00033650000000000005 5.1000000000000006e-05 7.4050080021597227 6386.0000000000009 25.000000000000004 decision_type=8 8 10 8 8 10 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.075076603617544105 -0.075084560882043627 -0.075064061688205813 -0.075288709951093158 -0.075168394494200999 -0.075087852555528273 -0.07502963113333648 leaf_weight=0.38918995624408126 0.039925919089000672 0.43967387858720031 0.031244561541825533 0.024862362537533045 0.19870753778377548 0.085345787214464508 leaf_count=101 63 736 5 15 131 245 internal_value=-0.0267403 -0.075079 -0.0751742 -0.0750699 -0.0750968 -0.0750585 internal_weight=1.20895 0.81976 0.0711705 0.74859 0.22357 0.52502 internal_count=1296 1195 68 1127 146 981 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.559777 0.864504 1.41554 1.50851 1.12195 1.65623 threshold=40.875559000000003 23.872839500000005 8.0202915000000008 7.4880475000000013 4.9691275000000017 0.068115000000000023 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0073200711426126249 -0.042108480254233999 0.038818510193923732 -0.051287292896513487 0.11864157298410105 -0.05079088666498395 0.029980481083799821 leaf_weight=35.892368497559801 2.9231218956410876 6.0093682664446524 5.1191954137757412 1.1170266554690886 3.8563100730534634 17.811088103335351 leaf_count=517 34 86 74 14 88 483 internal_value=0.000763766 0.00255905 -0.000856464 0.00354332 0.00130968 0.00505089 internal_weight=72.7285 69.8054 63.796 58.6768 57.5598 53.7035 internal_count=1296 1262 1176 1102 1088 1000 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=7 num_cat=0 split_feature=19 19 20 19 21 20 split_gain=0.539962 2.11901 1.3743 2.63532 2.06038 2.30071 threshold=0.42674026145000005 0.48125046350000006 0.79922031560000006 0.57317364400000004 0.53304821750000009 0.67806301170000005 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.022977426293441586 0.091347668412095739 -0.11915812139813858 0.062082006437835562 -0.0022184347660646332 0.069907233735426941 -0.13196498588135924 leaf_weight=9.1646944850217533 2.6024286375613883 1.9366982354986246 3.277173713548108 48.591261448615114 3.8658169802365583 1.4062405287113495 leaf_count=69 12 16 16 1144 31 8 internal_value=-0.000328856 0.00303639 -0.000853837 -0.0045501 -0.000429281 -0.00586771 internal_weight=70.8443 61.6796 59.0772 55.8 53.8633 49.9975 internal_count=1296 1227 1215 1199 1183 1152 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=7 num_cat=0 split_feature=5 2 10 7 4 4 split_gain=0.611912 1.2162 1.09732 1.27916 0.920368 1.46254 threshold=4492.0000000000009 18.500000000000004 35.000000000000007 23.292205013030948 2363.0000000000005 1000.5000000000001 decision_type=10 10 10 10 10 10 left_child=1 4 3 -2 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.0023544182478145563 0.080418595619186961 0.081977189095932976 0.049113277926273895 -0.069334669296757898 -0.046749364750472006 0.041149792239844718 leaf_weight=60.880922881769948 0.65254335291683574 1.8798911477206264 1.4064781786873934 4.5305570740601979 3.9003422107780343 8.8510426266584528 leaf_count=575 5 42 53 195 225 201 internal_value=9.47338e-07 0.00255123 -0.0292236 -0.050481 0.000523424 0.00316755 internal_weight=82.1018 75.5122 6.58958 5.1831 73.6323 69.732 internal_count=1296 1043 253 200 1001 776 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=7 num_cat=0 split_feature=1 4 8 5 10 19 split_gain=0.549149 9.2122e-08 1.6323e-08 9.95375e-09 7.76066e-09 5.40514e-09 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 6530.5000000000009 25.000000000000004 0.18858863350000002 decision_type=8 8 8 8 10 10 left_child=5 -2 4 -4 -3 -1 right_child=1 2 3 -5 -6 -7 leaf_value=0.075094710905916309 -0.075228791832028352 -0.075061135602037476 -0.075148498810459041 -0.075081120303687784 -0.075026767718241183 0.075064468624240585 leaf_weight=0.074557578656822443 0.03629143163561821 0.43572078384750057 0.024949835787992924 0.18085983827768359 0.077371353363560047 0.28503058850765228 leaf_count=16 22 782 16 130 245 85 internal_value=-0.0266423 -0.0750733 -0.0750655 -0.0750893 -0.075056 0.0750707 internal_weight=1.11478 0.755193 0.718902 0.20581 0.513092 0.359588 internal_count=1296 1195 1173 146 1027 101 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=7 num_cat=0 split_feature=15 16 9 4 4 8 split_gain=0.542181 1.06913 0.671902 1.48861 1.85692 1.56053 threshold=4.5000000000000009 2.0000000000000004 6.0924752076375546 1000.5000000000001 1053.0000000000002 6.2138397486531192 decision_type=10 10 10 10 8 8 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0031645553707733507 -0.059011642820786449 0.078546012182711719 0.072079606683410222 -0.089217448909999733 0.072766423783438866 -0.0045607498006842561 leaf_weight=49.191296146484092 3.2599917307961728 0.68347656144760538 4.1321829129010466 1.8608878552913637 3.6670937850140026 9.0518723977729678 leaf_count=668 98 82 60 6 122 260 internal_value=0.000877127 -0.0351703 0.00297057 0.019099 0.00408333 0.017734 internal_weight=71.8468 3.94347 67.9033 18.712 14.5799 12.719 internal_count=1296 180 1116 448 388 382 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=7 num_cat=0 split_feature=7 7 4 14 2 7 split_gain=0.518931 0.849406 1.07728 1.19932 0.655016 2.10184 threshold=82.887291079911066 79.482860341514581 343.00000000000006 2.5000000000000004 5.5000000000000009 31.989537867745195 decision_type=10 10 10 10 8 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0052852178174233981 -0.067758888155296723 0.10743791317501261 -0.079977792592294608 0.071311948521296797 0.0033394178727205182 -0.075545056811143138 leaf_weight=10.045235041412523 1.1295383274555195 1.6464669108390801 0.99856353853829216 1.1024960677605122 50.426916802767664 4.7326397793367496 leaf_count=377 16 3 54 61 709 76 internal_value=-0.000526881 0.000574476 0.0468712 -0.000591018 -0.00208635 -0.0206008 internal_weight=70.0819 68.9523 3.74753 2.10106 65.2048 14.7779 internal_count=1296 1280 118 115 1162 453 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=7 num_cat=0 split_feature=0 7 8 0 4 4 split_gain=0.576136 1.92337 1.86256 1.76844 1.07003 2.37515 threshold=17.877716500000002 62.771263647375406 4.939271738043824 10.010986000000001 24642.000000000004 4433.0000000000009 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0021237578919538229 -0.077102069814717719 0.057607374285767059 -0.053557247951027065 0.067589637782882891 0.087562348266290335 -0.081643561602206871 leaf_weight=61.938284919349826 3.9217816442251179 3.6951330006122598 2.5455194015521556 4.0276150652207425 1.3477109055966128 3.5805361338425419 leaf_count=804 34 16 83 40 18 301 internal_value=4.44922e-05 -0.0222232 0.0122641 0.00323649 -0.000639738 -0.00245404 internal_weight=81.0566 10.1624 6.24065 70.8941 66.8665 65.5188 internal_count=1296 133 99 1163 1123 1105 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=7 num_cat=0 split_feature=1 4 8 5 10 19 split_gain=0.507624 7.36943e-08 1.28327e-08 8.24636e-09 6.13746e-09 4.32311e-09 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 6530.5000000000009 25.000000000000004 0.18858863350000002 decision_type=8 8 8 8 10 10 left_child=5 -2 4 -4 -3 -1 right_child=1 2 3 -5 -6 -7 leaf_value=0.075087861379520657 -0.075212218409752687 -0.075056563485794037 -0.075138991759656923 -0.075074871522564493 -0.075024563288030047 0.075059772771339961 leaf_weight=0.069128163857385516 0.033703919965773821 0.40004746035992866 0.022794811811763793 0.16701325875328621 0.070497416771104326 0.26426016888581216 leaf_count=16 22 782 16 130 245 85 internal_value=-0.0263522 -0.075068 -0.0750606 -0.0750826 -0.0750518 0.0750656 internal_weight=1.02745 0.694057 0.660353 0.189808 0.470545 0.333388 internal_count=1296 1195 1173 146 1027 101 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=7 num_cat=0 split_feature=20 20 21 15 16 14 split_gain=0.529002 0.667911 0.7879 0.674669 0.876008 0.722125 threshold=0.19309926085000004 0.67806301170000005 0.5668160173000002 4.5000000000000009 2.0000000000000004 3.5000000000000004 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=0.049158804503111254 -0.029113008160612831 0.065048951415318357 0.0041763178123281775 -0.081421518737355633 0.078289010267077797 -0.0050586603508970479 leaf_weight=2.2032147720456123 7.3475960911018774 1.9675790406763551 53.74512452527415 2.6948085303883991 0.63603331823833276 2.2913014739751816 leaf_count=30 99 32 946 94 82 13 internal_value=0.000925865 -0.000621365 0.00279179 0.000728429 -0.0322318 -0.04633 internal_weight=70.8857 68.6824 61.3348 59.3673 5.62214 4.98611 internal_count=1296 1266 1167 1135 189 107 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=7 num_cat=0 split_feature=0 5 5 5 8 6 split_gain=0.513373 2.12957 1.3701 1.431 1.39022 2.60149 threshold=0.0042110000000000003 108.50000000000001 126.00000000000001 210.50000000000003 4.4308176195396909 84.869127631984739 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.026179661743837242 -0.08394358002350219 0.069765146691898636 -0.083043785949783983 0.059723066250128146 -0.078527567604730619 0.0032140868478340435 leaf_weight=6.5208711188461157 3.1120321203488848 2.7564085535705081 2.1197323855012646 3.7187166837975374 4.2484504675958297 46.594524675572757 leaf_count=189 155 13 45 37 178 679 internal_value=-0.000521476 -0.00330509 0.000916961 -0.00243112 0.000700703 -0.00361626 internal_weight=69.0707 62.5499 59.4378 56.6814 54.5617 50.843 internal_count=1296 1107 952 939 894 857 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=7 num_cat=0 split_feature=19 19 0 8 8 7 split_gain=0.604028 0.921703 0.560516 1.97108 2.29195 1.16222 threshold=0.090384911050000016 0.15620164650000004 23.872839500000005 4.4954850976912946 4.939271738043824 76.306935986487204 decision_type=8 8 10 10 10 10 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=0.070093315137584197 -0.087404650054045879 0.0074350108860019026 -0.085246635211185307 0.095199903411714124 -0.049515846831588523 -0.03510059859300356 leaf_weight=1.2096636189962735 1.218584006783203 62.48391742194508 3.20044220983982 2.0490193068981171 2.3490275866352022 7.1597016080049789 leaf_count=12 15 851 40 5 75 298 internal_value=-3.18357e-05 -0.00111299 0.000248365 -0.0255412 0.0179062 0.00306214 internal_weight=79.6704 78.4607 77.2421 7.59849 4.39805 69.6436 internal_count=1296 1284 1269 120 80 1149 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=7 num_cat=0 split_feature=1 4 8 10 19 3 split_gain=0.474786 5.76166e-08 1.01744e-08 4.65414e-09 4.32137e-09 4.17761e-09 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 25.000000000000004 0.18858863350000002 22.500000000000004 decision_type=8 8 8 10 10 8 left_child=4 -2 3 -3 -1 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075085083734524993 -0.075195529469719524 -0.075052125530740227 -0.075110004620842566 -0.075023257299694293 0.075056306047507446 -0.075069223094496276 leaf_weight=0.066098848590627313 0.031086214119568467 0.36827133475526352 0.030385125130123924 0.065829709394165548 0.24781167600303888 0.14493241489981301 leaf_count=16 22 782 23 245 85 123 internal_value=-0.0256861 -0.0750627 -0.075056 -0.0750477 0.0750624 -0.0750763 internal_weight=0.954415 0.640505 0.609419 0.434101 0.313911 0.175318 internal_count=1296 1195 1173 1027 101 146 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=7 num_cat=0 split_feature=13 0 0 4 9 2 split_gain=0.518795 0.621721 2.25307 1.92529 2.16133 2.00925 threshold=49199.500000000007 0.068115000000000023 0.055514500000000008 395.00000000000006 6.0436561408275784 3.5000000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 -1 -3 -5 -6 right_child=-2 3 -4 4 5 -7 leaf_value=0.00074674562315912775 -0.051647984472401154 0.048911793846882046 -0.088982722331078845 -0.05065683784115467 -0.086930944923900522 0.028003623646553535 leaf_weight=31.988256705924869 1.8386085312813509 9.9077738281339389 3.0666452702134839 6.9017376853153136 1.697142638266089 14.656077036168424 leaf_count=473 79 121 25 102 7 489 internal_value=0.000769725 0.00218249 -0.0071029 0.0119977 -0.00372958 0.0160757 internal_weight=70.0562 68.2176 35.0549 33.1627 23.255 16.3532 internal_count=1296 1217 498 719 598 496 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=7 num_cat=0 split_feature=5 5 5 0 4 4 split_gain=0.496704 0.88037 0.644943 1.62266 1.13463 1.40449 threshold=59.000000000000007 63.000000000000007 108.50000000000001 0.0012470000000000001 126.00000000000001 168.50000000000003 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.076145184530959989 0.099659340582121975 0.023910510483360278 0.094918206789627479 -0.083585428932510822 -0.088726605985060422 0.0027626800928677699 leaf_weight=0.8581268144043851 0.8821645975112905 2.6410295367240897 1.2892796993255604 2.9986488982103765 1.7284197770059098 57.466511129023274 leaf_count=221 2 10 3 104 26 930 internal_value=-0.000547275 0.000420885 -0.000903064 -0.0332457 0.00211263 9.13045e-05 internal_weight=67.8642 67.0061 66.1239 5.63968 60.4842 59.1949 internal_count=1296 1075 1073 114 959 956 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=7 num_cat=0 split_feature=19 19 21 21 19 21 split_gain=0.541685 1.94491 1.26671 0.648915 2.13216 2.04397 threshold=0.71761699185000005 0.61277817545000013 0.28189011275000003 0.59649699155000013 0.34182378015000009 0.35318554730000001 decision_type=10 10 8 8 10 10 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=-0.012225649795139206 -0.023121434523492218 -0.091275043485227622 0.055396904318319284 0.00079767633350328801 -0.094793363699165717 0.097998110870589156 leaf_weight=4.5309962777464534 3.4336725208195276 2.3995346000374402 5.1158796169038379 58.088173276046291 2.4310315666371016 2.6759816762933042 leaf_count=44 20 21 31 1128 29 23 internal_value=9.82712e-05 -0.00279899 0.0238624 0.000335715 -0.00304218 0.0287009 internal_weight=78.6753 70.1257 8.54955 67.7262 60.5192 7.20698 internal_count=1296 1245 51 1224 1157 67 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=7 num_cat=0 split_feature=1 4 8 19 5 10 split_gain=0.440721 4.65049e-08 8.11392e-09 5.18409e-09 4.60374e-09 3.60647e-09 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 0.1425669635 6530.5000000000009 25.000000000000004 decision_type=8 8 8 10 8 10 left_child=3 -2 5 -1 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075086319429682497 -0.075181747959886122 -0.075048012398683583 -0.075116370013582623 0.075052234809462326 -0.075064323734729876 -0.075021559571778695 leaf_weight=0.054960748646408319 0.028881636448204517 0.3397882994140673 0.019292733632028103 0.23722959449514747 0.14272442041692557 0.060754617523343768 leaf_count=13 22 782 16 88 130 245 internal_value=-0.025419 -0.075058 -0.0750516 0.0750586 -0.0750705 -0.075044 internal_weight=0.883632 0.591442 0.56256 0.29219 0.162017 0.400543 internal_count=1296 1195 1173 101 146 1027 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=7 num_cat=0 split_feature=4 5 4 3 6 6 split_gain=0.543508 1.73225 1.70373 1.77886 1.12393 1.82427 threshold=126.00000000000001 63.000000000000007 156.00000000000003 1.0000000180025095e-35 83.534692932856203 102.50410753707952 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.021300030776025047 0.080942663327645339 -0.068061142886933684 -0.085073706130536747 0.029323256486867046 -0.046838176848100564 0.0060406331215937213 leaf_weight=4.3965147100388986 2.7450346015393725 4.2820795699954033 2.3410855159163466 13.251581608317791 8.0642720931209606 34.161768692545593 leaf_count=145 89 31 16 258 89 668 internal_value=0.000613074 -0.0227914 0.00396686 0.000312314 0.0039155 -0.00405809 internal_weight=69.2423 8.67859 60.5637 57.8187 55.4776 42.226 internal_count=1296 176 1120 1031 1015 757 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=7 num_cat=0 split_feature=20 21 21 21 19 19 split_gain=0.482503 2.87161 2.63949 1.2256 1.11649 2.32316 threshold=0.64247171095000011 0.33156527450000001 0.31759829255000005 0.38257382970000003 0.23075891465000004 0.42674026145000005 decision_type=10 8 10 8 8 8 left_child=1 -1 -2 -3 -5 -6 right_child=2 3 -4 4 5 -7 leaf_value=-0.081247373026228933 0.077203891537401537 0.10944567784920112 -0.024485305963315517 0.061696168868440274 -0.11041173492345491 0.0012797532781422057 leaf_weight=4.4370985930218012 4.4914258887001761 1.051020910250372 5.9129063322761795 2.8042903424211545 1.9402157170115968 46.34469488193281 leaf_count=44 20 3 37 13 14 1165 internal_value=-0.000379141 -0.00401878 0.0194127 0.00255332 0.000354305 -0.00320831 internal_weight=66.9817 56.5773 10.4043 52.1402 51.0892 48.2849 internal_count=1296 1239 57 1195 1192 1179 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=7 num_cat=0 split_feature=9 9 9 6 7 6 split_gain=0.50871 0.829825 0.780141 2.071 1.58175 2.62799 threshold=7.8465803564189374 7.5630913137471625 6.3944237114723839 126.01722756410258 42.71749970957368 96.382958822065049 decision_type=10 10 10 10 10 8 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0044031917870325675 -0.032729169472566128 0.04258254101095147 -0.071226381156108867 0.048825386279288285 0.0881310264843682 -0.0125557906084945 leaf_weight=51.554807195941976 4.4577723870170294 4.7284892678726456 4.5466422741301349 2.1009497493505478 5.2482686042785618 5.1222950816154489 leaf_count=648 326 151 116 9 12 34 internal_value=6.95202e-05 0.00206415 -0.000729822 -0.0332844 0.00276486 0.0383992 internal_weight=77.7592 73.3015 68.573 6.64759 61.9254 10.3706 internal_count=1296 970 819 125 694 46 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=7 num_cat=0 split_feature=1 4 8 5 10 0 split_gain=0.410941 3.61611e-08 6.55965e-09 3.73046e-09 2.69641e-09 1.68127e-09 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 6530.5000000000009 25.000000000000004 31.825229500000003 decision_type=8 8 8 8 10 8 left_child=-1 -2 4 -4 -3 -5 right_child=1 2 3 5 -6 -7 leaf_value=0.075054861298484932 -0.075167500160727693 -0.075044266996037168 -0.07510818327216548 -0.075031812692109234 -0.075020589274885197 -0.075064183606370752 leaf_weight=0.27384698181413114 0.026519836625084281 0.31258830069418764 0.017956107301870361 0.018688474454393145 0.056841374505893327 0.11341249698307365 leaf_count=101 22 782 16 43 245 87 internal_value=-0.0249145 -0.0750536 -0.0750478 -0.0750654 -0.0750406 -0.0750596 internal_weight=0.819854 0.546007 0.519487 0.150057 0.36943 0.132101 internal_count=1296 1195 1173 146 1027 130 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=7 num_cat=0 split_feature=7 0 0 0 0 8 split_gain=0.486483 0.51753 1.59708 2.21644 2.40315 2.12684 threshold=83.814145346247159 4.9691275000000017 0.068115000000000023 0.037647000000000007 0.0053650000000000008 6.7585825373291648 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -4 right_child=-2 -3 5 -5 -6 -7 leaf_value=-0.0083687437133025313 0.053600220280706448 -0.01628881973807925 0.050563790706677637 -0.056234451523326671 0.070461612119415151 -0.033469623434316552 leaf_weight=22.084343183902096 1.692238301038741 16.129535416373983 12.327580868266525 7.4495536675676695 4.6881166154053053 3.9855678831227115 leaf_count=273 13 287 381 81 159 102 internal_value=0.000650987 -0.000693093 0.00428467 -0.00798923 0.00543521 0.0300331 internal_weight=68.3569 66.6647 50.5352 34.222 26.7725 16.3131 internal_count=1296 1283 996 513 432 483 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=7 num_cat=0 split_feature=20 21 19 20 21 19 split_gain=1.16872 0.539434 2.69096 2.14639 1.71926 2.27348 threshold=0.15294678395000003 0.53304821750000009 0.27627033375000004 0.79922031560000006 0.80861896420000012 0.54981981680000003 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 -4 5 -3 right_child=1 4 3 -5 -6 -7 leaf_value=-0.10759796639819233 -0.14660043706867057 -0.002688221520714431 -0.0036907699382048675 0.10435312982295344 -0.02555710277086843 0.10739055332511323 leaf_weight=1.0028258776219443 1.277696462741005 3.9141462194966152 49.638548195449403 1.9094196276564606 5.0071159429353429 3.6035732757154602 leaf_count=21 21 21 1170 10 27 26 internal_value=-0.00046212 0.00118192 -0.00324201 0.00031135 0.0198406 0.0500774 internal_weight=66.3533 65.3505 52.8257 51.548 12.5248 7.51772 internal_count=1296 1275 1201 1180 74 47 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 21 split_gain=0.571534 0.649818 1.13624 1.69009 1.80774 1.67968 threshold=0.090384911050000016 0.23075891465000004 0.79922031560000006 0.36889079640000005 0.48125046350000006 0.51863623745000009 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.068822382131846702 -0.048501375036502342 0.074368736302244415 -0.058059728558388812 -0.093434563982481733 0.046898676580509356 -0.0029883316161136986 leaf_weight=1.1908665882947387 2.7739166223327629 3.2072787192737451 3.1364765690814229 2.0062583157996414 7.6627820762223564 56.609636858149315 leaf_count=12 27 15 22 21 44 1155 internal_value=8.60443e-05 -0.000999629 0.000814767 0.00347226 4.15232e-05 0.00295937 internal_weight=76.5872 75.3963 72.6224 69.486 66.2787 64.2724 internal_count=1296 1284 1257 1235 1220 1199 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=7 num_cat=0 split_feature=1 4 8 19 10 20 split_gain=0.380996 2.94067e-08 5.19053e-09 3.15455e-09 2.16785e-09 7.96321e-10 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 0.18858863350000002 25.000000000000004 0.20344614855000001 decision_type=8 8 8 10 10 10 left_child=3 -2 4 -1 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075072816065888864 -0.075156196289110536 -0.075041224703200321 -0.075060780823858086 0.075057009683697121 -0.075019175779030056 0.075042162988170347 leaf_weight=0.054572310647927225 0.024757625535130501 0.28929310957391863 0.13835667756211478 0.047364309197291732 0.05271763047130662 0.15226699295453727 leaf_count=16 22 782 146 15 245 70 internal_value=-0.0247998 -0.0750499 -0.0750444 0.0750515 -0.0750378 0.0750457 internal_weight=0.759329 0.505125 0.480367 0.254204 0.342011 0.199631 internal_count=1296 1195 1173 101 1027 85 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 0 split_gain=0.504913 1.0758 1.02329 1.19838 1.3483 0.533125 threshold=0.83432334365000005 0.76872615085000018 0.87373435645000008 0.41182815395000005 0.36889079640000005 5.1000000000000006e-05 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.11660665125894039 0.057108778333463651 -0.085236118244870693 0.078848453567210486 -0.051199400673594922 0.033973817179144654 -0.0019036519187624189 leaf_weight=1.0250667356303891 1.5438801891868923 1.4733110619708885 1.6531010470353056 4.3977886679931535 4.4929645519005126 52.985786165576428 leaf_count=26 24 12 19 65 78 1072 internal_value=0.000578293 -0.000743514 0.00118483 -0.000856224 0.00292812 0.000900797 internal_weight=67.5719 66.028 64.5547 62.9016 58.5038 57.4788 internal_count=1296 1272 1260 1241 1176 1150 is_linear=0 shrinkage=0.1 Tree=294 num_leaves=7 num_cat=0 split_feature=5 5 5 0 8 6 split_gain=0.451707 0.822514 0.624328 1.51543 1.14498 2.47065 threshold=59.000000000000007 63.000000000000007 108.50000000000001 0.0012470000000000001 4.4308176195396909 84.869127631984739 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.076070609258512334 0.097759141745184977 0.02243942696848597 0.039580077881554855 -0.083731688765060264 -0.079050937789039766 0.0031955709875829217 leaf_weight=0.78212874844029912 0.85596859455108543 2.5525257885456076 7.1472503123804918 2.8403529948554933 3.9570756559260181 47.43299480190035 leaf_count=221 2 10 73 104 179 707 internal_value=-0.000529447 0.000382522 -0.000921265 -0.0334794 0.00207822 -0.00313747 internal_weight=65.5683 64.7862 63.9302 5.39288 58.5373 51.3901 internal_count=1296 1075 1073 114 959 886 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=7 num_cat=0 split_feature=10 5 9 2 16 9 split_gain=0.539981 1.02856 0.995692 0.991245 0.850299 0.752406 threshold=41.000000000000007 4389.0000000000009 6.0140020083714285 18.500000000000004 1.0000000180025095e-35 7.5630913137471625 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.00022464783376296106 0.055125149464412188 0.047068070445784128 -0.068544350807503804 0.077776975592527747 -0.058999053586156383 0.059906985856166987 leaf_weight=62.985286880939384 1.7480379597982381 0.92458650656044383 3.8337478588800877 1.6835995488800097 2.3501515342504709 2.1856233850121489 leaf_count=756 119 8 216 41 134 22 internal_value=0.000191119 -0.00110719 -0.0460798 0.00198501 9.51837e-05 0.0022262 internal_weight=75.711 73.963 4.75833 69.2047 67.5211 65.1709 internal_count=1296 1177 224 953 912 778 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=7 num_cat=0 split_feature=1 4 8 5 19 10 split_gain=0.354678 2.35804e-08 4.03787e-09 2.99402e-09 2.74465e-09 1.83108e-09 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 6386.0000000000009 0.18858863350000002 25.000000000000004 decision_type=8 8 8 8 10 10 left_child=4 -2 5 -4 -1 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.07506875382340493 -0.075145471734547595 -0.075038258186969617 -0.075099666475738874 -0.075050740611902658 0.075042770153478433 -0.075016930203695209 leaf_weight=0.052027177880518138 0.022777942242100835 0.26699930056201993 0.014049190504010767 0.11399453166450257 0.18593858159147203 0.047400058763741981 leaf_count=16 22 782 15 131 85 245 internal_value=-0.0242526 -0.0750462 -0.0750411 -0.0750561 0.0750485 -0.075035 internal_weight=0.703187 0.465221 0.442443 0.128044 0.237966 0.314399 internal_count=1296 1195 1173 146 101 1027 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=7 num_cat=0 split_feature=4 0 4 0 4 4 split_gain=0.505613 2.42851 1.51491 1.77743 1.19026 2.87275 threshold=126.00000000000001 5.1000000000000006e-05 156.00000000000003 0.0031780000000000007 219.50000000000003 255.00000000000003 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.079696318551708556 0.080336360232359683 -0.050395565209610874 -0.085685193054316766 0.049257408804411588 -0.17142040865417976 0.0027405871215869658 leaf_weight=1.8309529952239225 2.4820797126740208 6.6348306573927402 2.2948858402669421 5.2821627017110577 0.96636861562728782 47.501202223007567 leaf_count=123 89 53 13 75 2 941 internal_value=0.000582591 -0.0222597 0.00388669 0.000500919 0.0041807 -0.000731915 internal_weight=66.9925 8.46578 58.5267 56.0446 53.7497 48.4676 internal_count=1296 176 1120 1031 1018 943 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=7 num_cat=0 split_feature=19 19 20 21 19 19 split_gain=0.435249 1.16676 1.37188 1.12419 3.51178 1.91477 threshold=0.76753877360000011 0.61277817545000013 0.18647970780000003 0.66628189800000015 0.27627033375000004 0.48125046350000006 decision_type=10 10 8 10 8 10 left_child=1 2 -1 4 -4 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.11174333300042626 -0.024897005622111595 0.046003037573511707 -0.13322100514520782 0.038742246288597432 0.0044908502810432757 -0.108913370572519 leaf_weight=1.1247210654692024 6.662834469403605 5.4790915357443728 2.0613436873754836 6.508388711110455 41.316699879047519 1.5445328309069726 leaf_count=18 42 30 27 31 1137 11 internal_value=-0.000690098 0.00208904 -0.00248913 -9.98979e-05 -0.00572735 0.000404254 internal_weight=64.6976 58.0348 52.5557 51.431 44.9226 42.8612 internal_count=1296 1254 1224 1206 1175 1148 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=7 num_cat=0 split_feature=4 4 4 4 4 9 split_gain=0.500263 1.48153 0.833113 0.721963 1.66666 1.64842 threshold=44228.500000000007 4433.0000000000009 24642.000000000004 1000.5000000000001 1101.5000000000002 6.3944237114723839 decision_type=10 10 10 10 8 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=0.002589056090046516 0.050451437119931622 -0.081306253045203392 0.018381338701512429 0.085106250770439096 0.00054729606309058339 -0.066043339541699095 leaf_weight=53.640063880957314 1.9377368583809573 3.3847998208366326 1.1143414024263618 3.3342898041009876 7.7458287621848294 3.7437839345075181 leaf_count=535 47 312 32 20 289 61 internal_value=0.000302702 -0.00102914 -0.0566158 0.00262376 0.0259932 -0.0018886 internal_weight=74.9008 72.9631 4.49914 68.464 11.0801 57.3838 internal_count=1296 1249 344 905 309 596 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=7 num_cat=0 split_feature=2 4 8 5 19 10 split_gain=0.338645 1.98299e-08 3.06123e-09 2.3881e-09 2.31073e-09 1.48898e-09 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 6386.0000000000009 0.15620164650000004 25.000000000000004 decision_type=8 8 8 8 8 10 left_child=4 -2 5 -4 -1 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075065767285512397 -0.075138141388499669 -0.075035692337377294 -0.07509238633501332 -0.075046791219828046 0.075041554219158826 -0.075015675824217809 leaf_weight=0.050364803639240563 0.02086926344782114 0.24566391842381563 0.012897455599159002 0.10506078276375774 0.18126924801617861 0.04378706792704179 leaf_count=16 22 782 15 131 85 245 internal_value=-0.0223604 -0.0750431 -0.0750382 -0.0750518 0.0750468 -0.0750327 internal_weight=0.659913 0.428278 0.407409 0.117958 0.231634 0.289451 internal_count=1296 1195 1173 146 101 1027 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=7 num_cat=0 split_feature=20 0 4 0 0 0 split_gain=0.44905 0.525089 1.79138 1.68189 1.88063 2.64773 threshold=0.19309926085000004 0.068115000000000023 395.00000000000006 0.055514500000000008 0.050136000000000007 0.043260000000000007 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.045308663387526864 -0.00032542961337832439 0.045327349169197513 -0.0066705442447947674 -0.08342492727442255 0.10719704803411821 -0.12441699134587719 leaf_weight=2.1757363798096776 25.069560363946959 9.218371853232382 23.555213066400029 2.847981669008731 1.4732643458992232 1.8460631677880872 leaf_count=30 424 121 658 25 25 13 internal_value=0.000631475 -0.000887118 0.00795513 -0.0101644 -0.00281485 -0.0088365 internal_weight=66.1862 64.0105 32.7736 31.2369 28.3889 26.9156 internal_count=1296 1266 779 487 462 437 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=7 num_cat=0 split_feature=3 4 4 0 0 2 split_gain=0.414082 1.33731 2.60266 1.85265 1.90578 1.09279 threshold=3.5000000000000004 183.00000000000003 168.50000000000003 0.018241500000000004 34.660699500000007 6.5000000000000009 decision_type=8 10 10 10 10 8 left_child=1 2 3 -1 -5 -2 right_child=5 -3 -4 4 -6 -7 leaf_value=0.061224120712650681 0.042833252190799677 -0.057609565648372753 0.20376073547890089 -0.084648023317151419 0.052812299769267101 -0.0020232599657629686 leaf_weight=2.5362777550362789 6.1775170518085352 4.9301132615655652 0.62950368411838997 3.4292313484475017 1.4288514181971548 44.948910716862883 leaf_count=173 64 140 4 130 6 779 internal_value=-0.000649638 -0.0166195 0.00856605 -0.00805145 -0.0442184 0.00339667 internal_weight=64.0804 12.954 8.02386 7.39436 4.85808 51.1264 internal_count=1296 453 313 309 136 843 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 21 split_gain=0.863136 0.835049 1.69451 0.598996 1.83729 1.34424 threshold=0.15113386645000002 0.71761699185000005 0.61277817545000013 0.59649699155000013 0.34182378015000009 0.35318554730000001 decision_type=8 10 10 8 10 8 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.086132095630228195 -0.0072832004077458372 0.032971825855788818 -0.089708307845970822 0.0012297495658570208 -0.09208068392249992 0.087180762795960251 leaf_weight=1.1402409562615501 3.8042689646172221 7.5768861703254506 2.1355772323440751 54.462686424099957 2.1952202131287768 2.4939664365374483 leaf_count=27 27 42 20 1128 29 23 internal_value=0.000197675 0.00155227 -0.00210506 0.000866583 -0.00238558 0.0301225 internal_weight=73.8088 72.6686 65.0917 62.9561 56.6579 6.29824 internal_count=1296 1269 1227 1207 1157 50 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=7 num_cat=0 split_feature=1 4 8 19 5 10 split_gain=0.317922 1.56655e-08 2.54467e-09 2.1281e-09 1.9668e-09 1.18143e-09 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 0.15620164650000004 6386.0000000000009 25.000000000000004 decision_type=8 8 8 8 8 10 left_child=3 -2 5 -1 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075063412292512843 -0.075127793778993812 -0.075033041886210683 -0.075086498472127977 0.075039583000302001 -0.075043620460827132 -0.075014530248834838 leaf_weight=0.047971301362849772 0.019327956601046026 0.22659247805495397 0.012017461442155764 0.17132452770601958 0.09741396214303677 0.040663124702405185 leaf_count=16 22 782 15 85 131 245 internal_value=-0.02155 -0.07504 -0.0750355 0.0750448 -0.0750483 -0.0750302 internal_weight=0.615311 0.396015 0.376687 0.219296 0.109431 0.267256 internal_count=1296 1195 1173 101 146 1027 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=7 num_cat=0 split_feature=4 4 3 3 3 2 split_gain=0.423963 1.38731 1.59605 0.999808 0.934399 0.663095 threshold=126.00000000000001 156.00000000000003 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 decision_type=8 8 8 8 8 8 left_child=4 -2 -3 -4 -1 -5 right_child=1 2 3 5 -6 -7 leaf_value=0.069422699792304796 0.079905278669404986 -0.083793876340973877 0.063689924758782421 -0.025790900044493068 -0.033014603341360478 0.0057182470815027942 leaf_weight=1.014178133045786 2.2902003582566968 2.1595423072576514 2.6573928799480191 7.9282935224473468 7.2997559830546388 42.380922730546445 leaf_count=113 89 16 58 55 63 902 internal_value=0.000586747 0.00364284 0.000474539 0.00391031 -0.0205188 0.00075268 internal_weight=65.7303 57.4164 55.1262 52.9666 8.31393 50.3092 internal_count=1296 1120 1031 1015 176 957 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=7 num_cat=0 split_feature=21 21 19 19 20 19 split_gain=0.409218 1.13228 2.05923 2.05212 1.89847 1.52836 threshold=0.80861896420000012 0.53304821750000009 0.27627033375000004 0.54981981680000003 0.79922031560000006 0.71227872785000013 decision_type=10 10 8 8 10 10 left_child=1 2 -1 -3 5 -4 right_child=-2 3 4 -5 -6 -7 leaf_value=-0.13147550076239684 -0.028323115148721451 -0.010314579172901624 0.0014491473697857734 0.09385027978533543 0.098733996884364239 -0.058352305808289977 leaf_weight=1.2332768582891729 4.9716619526734567 4.1189189866927336 42.806903943317593 3.4970470574262427 1.8499280146643275 4.7476718515463281 leaf_count=26 30 23 1153 28 10 26 internal_value=-0.000784463 0.00156582 -0.00384099 0.0375151 -0.000654865 -0.00452121 internal_weight=63.2254 58.2537 50.6378 7.61597 49.4045 47.5546 internal_count=1296 1266 1215 51 1189 1179 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=7 num_cat=0 split_feature=19 19 19 4 0 4 split_gain=0.566168 1.38629 1.56216 0.494749 3.60691 2.17535 threshold=0.88996081115000014 0.71761699185000005 0.61277817545000013 115.00000000000001 0.043260000000000007 163.00000000000003 decision_type=10 10 10 8 10 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.0197399945459906 -0.048426078149082542 0.048342736402000486 -0.088375386284206242 -0.083849147815858852 0.15119895128994737 0.0022859841375092939 leaf_weight=4.4804185711182063 2.3062440483045057 5.8969779992585236 2.0420556931494493 3.1020445460453621 1.7038029283285139 53.499381790315965 leaf_count=104 24 27 21 107 25 988 internal_value=0.000332612 0.00192257 -0.00229998 0.000499552 0.0273551 -0.00243466 internal_weight=73.0309 70.7247 64.8277 62.7856 6.18422 56.6014 internal_count=1296 1272 1245 1224 129 1095 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=7 num_cat=0 split_feature=1 4 8 19 5 10 split_gain=0.302038 1.35768e-08 1.995e-09 1.7319e-09 1.53069e-09 9.57647e-10 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 0.22328597830000005 6386.0000000000009 25.000000000000004 decision_type=8 8 8 10 8 10 left_child=3 -2 5 -1 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.0750578824109462 -0.075121850834259665 -0.075030778646570567 -0.075079834439310711 0.075037439495288807 -0.075040491520956792 -0.075013451116113877 leaf_weight=0.056564568774774671 0.018084306153468788 0.2093515234428196 0.011109467799542472 0.15500525047536939 0.090018833161593648 0.037628612056323618 leaf_count=20 22 782 15 81 131 245 internal_value=-0.0200797 -0.0750374 -0.075033 0.0750429 -0.0750448 -0.0750281 internal_weight=0.577763 0.366193 0.348108 0.21157 0.101128 0.24698 internal_count=1296 1195 1173 101 146 1027 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 0 split_gain=0.469678 2.11131 2.32859 1.84378 2.70032 1.41581 threshold=0.0042110000000000003 5.1000000000000006e-05 163.00000000000003 0.037647000000000007 0.046666000000000006 0.055514500000000008 decision_type=8 10 10 8 8 8 left_child=1 2 -1 -2 -5 -6 right_child=3 -3 -4 4 5 -7 leaf_value=0.078670182438840733 0.064701455403825062 -0.075592487682340101 -0.086540761652476678 -0.09588956138286503 0.085257153024380181 0.00045146020796027979 leaf_weight=2.7950220137718125 4.5743225584737948 3.815485492348671 1.2279393374919889 2.865163820795714 2.0529262786731115 47.91601155186072 leaf_count=160 164 25 4 26 34 883 internal_value=0.000660275 -0.0223008 0.0282424 0.00379535 -0.00147784 0.00393562 internal_weight=65.2469 7.83845 4.02296 57.4084 52.8341 49.9689 internal_count=1296 189 164 1107 943 917 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=7 num_cat=0 split_feature=5 5 5 0 8 6 split_gain=0.416714 0.704367 0.608643 1.26626 0.922812 2.28095 threshold=59.000000000000007 63.000000000000007 108.50000000000001 0.0012470000000000001 4.4308176195396909 84.869127631984739 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.076137064990495468 0.093866630845971799 0.0180289224613496 0.036388642090962785 -0.083634793556096043 -0.079010571487409573 0.0032302479319390991 leaf_weight=0.72328757929062604 0.79271641373634238 2.3586365878581992 6.8323988569900385 2.5494145504198968 3.6400429606437674 45.868142117629759 leaf_count=221 2 10 73 104 179 707 internal_value=-0.000671877 0.000207907 -0.00100428 -0.0347788 0.00193795 -0.00281643 internal_weight=62.7646 62.0414 61.2486 4.90805 56.3406 49.5082 internal_count=1296 1075 1073 114 959 886 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 19 split_gain=0.465282 1.17401 1.38375 0.452294 0.874172 1.87778 threshold=0.88996081115000014 0.71761699185000005 0.61277817545000013 0.090384911050000016 0.64066109785000014 0.48125046350000006 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.064350676696479397 -0.044072131576284215 0.044760504021832494 -0.087058550715861979 -0.00087330399573923734 -0.041034651271836586 0.096583170260951326 leaf_weight=1.0819572886975946 2.30363449465949 5.7824879263389439 1.8693478429522645 54.220647094804008 4.9791898091862086 2.0518900203751391 leaf_count=12 24 27 21 1162 39 11 internal_value=0.000147886 0.00160343 -0.00228354 0.000258806 -0.00087332 0.00268029 internal_weight=72.2892 69.9855 64.203 62.3337 61.2517 56.2725 internal_count=1296 1272 1245 1224 1212 1173 is_linear=0 shrinkage=0.1 Tree=312 num_leaves=7 num_cat=0 split_feature=1 4 19 8 5 20 split_gain=0.288664 1.20973e-08 2.16101e-09 1.56109e-09 1.21823e-09 1.00817e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.1425669635 7.4050080021597227 6386.0000000000009 0.16606435495000002 decision_type=8 8 8 8 8 8 left_child=2 -2 -1 -3 -5 -4 right_child=1 3 5 4 -6 -7 leaf_value=0.075062937816329223 -0.075117823825709626 -0.075026234201685943 0.075051425784295203 -0.075074017295625406 -0.075037562051717618 0.075032851606935069 leaf_weight=0.040110668633133173 0.016767085762694478 0.22798138281086722 0.037829705281183124 0.010302540642442182 0.083140882910811342 0.12843091471586376 leaf_count=13 22 1027 13 15 131 75 internal_value=-0.0181608 -0.075035 0.0750421 -0.0750307 -0.0750416 0.0750371 internal_weight=0.544563 0.338192 0.206371 0.321425 0.0934434 0.166261 internal_count=1296 1195 101 1173 146 88 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=7 num_cat=0 split_feature=21 20 20 21 21 0 split_gain=0.646399 0.479342 1.21328 0.75299 0.717928 0.579731 threshold=0.10112863300000001 0.83432334365000005 0.69410890325000019 0.89547868850000012 0.41182815395000005 47.407128000000007 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.080140839314040563 0.003017101583740528 0.053976150788545854 -0.083796751743962977 0.072090578016396498 -0.041076948284764402 -0.07765873739450331 leaf_weight=1.0052914794068781 53.556024245044682 1.5650842927861948 1.7643143444438454 1.4278046453837294 4.2332236545043989 0.9057809601072212 leaf_count=18 1138 22 21 13 66 18 internal_value=0.000581528 -0.000678953 -0.00206114 0.000337401 -0.00140805 0.00167534 internal_weight=64.4575 63.4522 61.8871 60.1228 58.695 54.4618 internal_count=1296 1278 1256 1235 1222 1156 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=7 num_cat=0 split_feature=3 4 4 0 0 8 split_gain=0.418138 1.14674 2.0574 1.58429 1.64158 1.13045 threshold=3.5000000000000004 183.00000000000003 168.50000000000003 0.018241500000000004 34.660699500000007 4.4308176195396909 decision_type=8 10 8 10 10 8 left_child=1 2 3 -1 -5 -2 right_child=5 -3 -4 4 -6 -7 leaf_value=0.058070696467379106 0.062294172143896799 -0.055969904304562348 0.17351245678914728 -0.08411804869321092 0.047615982898426265 -0.00049604220163150005 leaf_weight=2.2934010132630629 3.0550359189510337 4.7060517859645188 0.67547681182622898 3.1174118467606604 1.35802436619997 46.65158722770866 leaf_count=173 20 140 4 130 6 823 internal_value=-0.000701803 -0.0173313 0.00709482 -0.00951235 -0.0441447 0.00336313 internal_weight=61.857 12.1504 7.44431 6.76884 4.47544 49.7066 internal_count=1296 453 313 309 136 843 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=7 num_cat=0 split_feature=21 20 19 19 21 19 split_gain=0.836291 0.833763 0.758508 1.2949 0.762112 1.61366 threshold=0.15113386645000002 0.88108871895000018 0.71761699185000005 0.61277817545000013 0.59649699155000013 0.34182378015000009 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.085998663339201642 0.037085729497820713 -0.08787195081186723 0.034089574300170115 -0.086152868219704526 0.0015886952822272292 -0.089834585260109637 leaf_weight=1.107503762199485 5.5661948479100829 1.0267400744414761 7.0109877718787166 1.7204844452135137 52.925513653754024 2.0037168829803695 leaf_count=27 42 15 39 19 1127 27 internal_value=0.000221651 0.00158086 0.00290758 -0.000606257 0.00182668 -0.00174626 internal_weight=71.3611 70.2536 69.2269 62.2159 60.4954 54.9292 internal_count=1296 1269 1254 1215 1196 1154 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=7 num_cat=0 split_feature=1 0 0 19 8 5 split_gain=0.269146 6.22139e-09 6.52224e-09 1.86791e-09 1.39249e-09 9.68834e-10 threshold=1.0000000180025095e-35 0.00033650000000000005 5.1000000000000006e-05 0.1425669635 7.4050080021597227 6386.0000000000009 decision_type=8 8 10 8 8 8 left_child=3 2 -2 -1 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=0.075059720053751722 -0.07502958607475349 -0.075023472435310212 -0.075127375327329576 0.075034898456001795 -0.075068704862214744 -0.075034942257658888 leaf_weight=0.037641813629306853 0.013757995431660675 0.19878713577963936 0.013525871909223497 0.15581787738483399 0.0095538317691534758 0.076992674745270051 leaf_count=13 63 981 5 88 15 131 internal_value=-0.0176639 -0.0750324 -0.0750781 0.0750397 -0.0750281 -0.0750387 internal_weight=0.506077 0.312618 0.0272839 0.19346 0.285334 0.0865465 internal_count=1296 1195 68 101 1127 146 is_linear=0 shrinkage=0.1 Tree=317 num_leaves=7 num_cat=0 split_feature=10 13 2 0 8 9 split_gain=0.443084 1.04257 0.640064 1.08573 1.29615 0.94281 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 2.7156310000000006 4.7473932594258565 7.4755209420133424 decision_type=10 10 10 8 10 10 left_child=2 -2 -1 4 -4 -5 right_child=1 -3 3 5 -6 -7 leaf_value=-0.0025671568858823515 0.065407960061395515 -0.074732941423511487 -0.096184802628341448 -0.079817674121953688 0.081044111884798264 0.016448041861330996 leaf_weight=50.047265414148569 0.71532335691153948 2.0584817014168948 0.46081927418708524 1.2457598857581622 3.9481559705454856 5.549424103461206 leaf_count=699 105 96 1 19 281 95 internal_value=0.000499284 -0.0385927 0.00226958 0.0238746 0.0625204 -0.00120033 internal_weight=64.0252 2.77381 61.2514 11.2042 4.40898 6.79518 internal_count=1296 201 1095 396 282 114 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=7 num_cat=0 split_feature=5 5 5 0 4 4 split_gain=0.392247 0.613611 0.519625 1.05217 0.800114 1.13642 threshold=59.000000000000007 63.000000000000007 108.50000000000001 0.0012470000000000001 126.00000000000001 168.50000000000003 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.076174363742207762 0.091081271089742732 0.014943749927220912 0.089033627796723538 -0.082446659943595041 -0.087529218792520652 0.0024497409753088967 leaf_weight=0.68033652640224218 0.73362088203430076 2.2138063609600058 1.0297603011131276 2.2234562102239579 1.4420757051557291 52.668266037013382 leaf_count=221 2 10 3 104 26 930 internal_value=-0.000668225 0.00018352 -0.000935772 -0.0338574 0.00171351 5.17433e-05 internal_weight=60.9913 60.311 59.5774 4.43726 55.1401 54.1103 internal_count=1296 1075 1073 114 959 956 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=7 num_cat=0 split_feature=10 5 7 7 7 0 split_gain=0.472329 0.926003 0.934806 0.588217 2.2253 2.21876 threshold=41.000000000000007 4389.0000000000009 23.292205013030948 76.306935986487204 69.792058971722028 31.825229500000003 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -5 right_child=-2 2 -4 5 -6 -7 leaf_value=-0.0025103863596140051 0.053023890907988203 0.079610882959825394 -0.062993200600232419 -0.051477202404331374 0.05400183427221298 0.067289578000532133 leaf_weight=47.941977460643102 1.656212385278194 0.52278612647205491 3.8082552517589647 6.4446295258239825 8.1528557874844392 2.0808506496250629 leaf_count=656 119 5 219 175 113 9 internal_value=0.000251084 -0.00101652 -0.0457799 0.00198365 0.00570313 -0.0224893 internal_weight=70.6076 68.9514 4.33104 64.6203 56.0948 8.52548 internal_count=1296 1177 224 953 769 184 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=7 num_cat=0 split_feature=1 0 0 19 8 20 split_gain=0.247669 5.05713e-09 5.30027e-09 1.4812e-09 1.11015e-09 6.4704e-10 threshold=1.0000000180025095e-35 0.00033650000000000005 5.1000000000000006e-05 0.1425669635 7.4050080021597227 0.16606435495000002 decision_type=8 8 10 8 8 8 left_child=3 2 -2 -1 -3 -5 right_child=1 4 -4 5 -6 -7 leaf_value=0.075055189441093559 -0.075027535502335152 -0.07502172856219079 -0.075118963551678491 0.075044542520087423 -0.075035856500040798 0.075028532275286983 leaf_weight=0.034761420800350606 0.012802981145796366 0.18174420768809796 0.012562236108351499 0.032694807276129723 0.080145809879468288 0.11074690148234367 leaf_count=13 63 981 5 13 146 75 internal_value=-0.0175763 -0.0750302 -0.0750728 0.0750367 -0.0750261 0.0750322 internal_weight=0.465458 0.287255 0.0253652 0.178203 0.26189 0.143442 internal_count=1296 1195 68 101 1127 88 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=7 num_cat=0 split_feature=21 0 4 0 0 0 split_gain=0.52426 0.516722 1.63323 1.62033 1.58069 2.26056 threshold=0.10112863300000001 0.068115000000000023 395.00000000000006 0.055514500000000008 0.050136000000000007 0.043260000000000007 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.070841909244301379 -0.00019651391488109834 0.045280153858640544 -0.0057825896070952017 -0.08403474203961965 0.10261076207946321 -0.11493563621900008 leaf_weight=1.0416923697339369 24.756672310177247 8.6591436024755257 22.643666364485398 2.691093372181057 1.3539395965635765 1.8450614344328631 leaf_count=18 436 121 658 25 25 13 internal_value=0.000488939 -0.000694058 0.00834265 -0.00992421 -0.00279012 -0.00815467 internal_weight=62.9913 61.9496 31.3028 30.6468 27.9557 26.6017 internal_count=1296 1278 779 499 474 449 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=7 num_cat=0 split_feature=20 21 21 20 20 21 split_gain=0.392699 0.473364 1.70406 1.11004 0.775614 1.45796 threshold=0.18647970780000003 0.29446832075000001 0.33156527450000001 0.65821364045000019 0.31373009000000007 0.42745371090000006 decision_type=8 8 8 10 8 8 left_child=-1 3 -3 -2 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.047830456992751236 -0.015659299657231476 -0.12147432613411611 0.046922336736586752 0.065366839210025882 -0.11548172508742072 -0.00026488227190396151 leaf_weight=1.7116372945856708 3.3175420506995579 1.1763455743894153 3.3297138400084805 3.4481417212300585 1.1251767757057676 45.94206192495767 leaf_count=27 29 8 18 18 8 1188 internal_value=-0.000619296 0.000765857 -0.00249673 0.0256358 0.000280401 -0.00301923 internal_weight=60.0506 58.339 51.5733 6.76568 50.397 47.0672 internal_count=1296 1269 1222 47 1214 1196 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 19 split_gain=0.462522 0.782641 1.65634 1.58141 0.854023 1.10124 threshold=0.22032349530000003 0.88996081115000014 0.71761699185000005 0.57317364400000004 0.59649699155000013 0.34182378015000009 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.033349500716109558 0.043469005004141463 -0.072135383414061297 0.063129479368641175 -0.086156759274541167 0.0013020751011878252 -0.088296690902069347 leaf_weight=3.8782774350002001 4.6840578091796488 1.3869277306366701 4.3835471336496985 2.0827974577696287 51.822228870027175 1.4090599013143208 leaf_count=42 42 18 17 27 1128 22 internal_value=0.000209216 0.00218812 0.00378922 -0.000546261 0.00253253 -0.00106965 internal_weight=69.6469 65.7686 64.3817 59.9981 57.9153 53.2313 internal_count=1296 1254 1236 1219 1192 1150 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=7 num_cat=0 split_feature=1 4 19 4 20 10 split_gain=0.2312 6.15314e-09 1.35713e-09 6.66195e-10 5.80568e-10 3.87118e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.1425669635 126.00000000000001 0.16606435495000002 25.000000000000004 decision_type=8 8 8 10 8 10 left_child=2 -2 -1 -3 -4 -5 right_child=1 3 4 5 -6 -7 leaf_value=0.075052890293181254 -0.075094094372919556 -0.075032889881565049 0.075042249715930667 -0.075023531864430726 0.075026633015705016 -0.075011541299730089 leaf_weight=0.032911137794144452 0.013395491056144238 0.069411121345183346 0.030931621207855642 0.15049758772693167 0.1033268969040364 0.032792401863844134 leaf_count=13 22 132 13 770 75 271 internal_value=-0.0171285 -0.075028 0.0750347 -0.0750245 0.0750302 -0.0750214 internal_weight=0.433266 0.266097 0.16717 0.252701 0.134259 0.18329 internal_count=1296 1195 101 1173 88 1041 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=7 num_cat=0 split_feature=6 21 20 0 3 9 split_gain=0.428123 0.444 0.467162 0.542272 1.2344 1.84313 threshold=128.71147821476768 0.10112863300000001 0.14216158170000001 4.9691275000000017 4.5000000000000009 6.7070240619093333 decision_type=10 8 8 8 10 8 left_child=1 -1 -3 4 -4 -6 right_child=-2 2 3 -5 5 -7 leaf_value=0.063087681093540626 0.057482724341026172 0.065566042309113629 -0.0082392556418139033 -0.013671601569206349 0.086984544926442697 0.0022164908895254947 leaf_weight=1.0723096753936259 1.29142316430807 1.0113088637590406 21.876392186095472 26.361510497052222 4.0015043010935161 7.1452645940007651 leaf_count=18 13 15 433 356 115 346 internal_value=0.000501098 -0.000696062 -0.00182852 -0.00297624 0.00556159 0.0326468 internal_weight=62.7597 61.4683 60.396 59.3847 33.0232 11.1468 internal_count=1296 1283 1265 1250 894 461 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 19 split_gain=0.397916 0.790337 1.73489 1.59719 1.36563 1.28371 threshold=0.80861896420000012 0.53304821750000009 0.27627033375000004 0.54981981680000003 0.48125046350000006 0.63214649220000008 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -3 -4 -6 right_child=-2 3 4 -5 5 -7 leaf_value=-0.1240166537885338 -0.028455881835135862 -0.009838689649389715 0.064498298027754794 0.084412602442307319 -0.1113494786691607 -0.0017776650697235699 leaf_weight=1.1558703587525085 4.7572512910555806 4.0118939236344886 3.0669015444764227 3.2581280247286477 1.097024908827734 42.193841861564579 leaf_count=26 30 23 24 28 12 1153 internal_value=-0.00071402 0.001695 -0.00300328 0.0324009 1.4027e-05 -0.0045543 internal_weight=59.5409 54.7837 47.5136 7.27002 46.3578 43.2909 internal_count=1296 1266 1215 51 1189 1165 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=7 num_cat=0 split_feature=9 9 3 9 8 8 split_gain=0.425246 0.670091 0.705669 0.602349 0.795605 0.72167 threshold=7.8465803564189374 7.9869841965676187 21.000000000000004 7.5630913137471625 6.1477630097610492 6.7263909492949656 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.0017343425802622337 -0.063219755435029543 0.084081100990496496 -0.054663518845712591 0.00041368001202483906 -0.064932246259188406 0.084703417633726769 leaf_weight=59.108343957281249 2.4874766681459728 0.81575263664126374 0.66575397725682706 2.197517749038524 1.8460234832018603 1.8888239897787569 leaf_count=787 257 12 57 140 32 11 internal_value=0.000267873 -0.0315095 0.0217326 0.00220703 -0.000284677 0.0393748 internal_weight=69.0097 3.96898 1.48151 65.0407 60.9544 4.08634 internal_count=1296 326 69 970 819 151 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=7 num_cat=0 split_feature=1 0 0 19 8 5 split_gain=0.215747 3.24623e-09 3.3953e-09 8.85346e-10 6.92389e-10 4.44371e-10 threshold=1.0000000180025095e-35 0.00033650000000000005 5.1000000000000006e-05 0.22328597830000005 7.4050080021597227 6530.5000000000009 decision_type=8 8 10 10 8 8 left_child=3 2 -2 -1 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=0.07504502339065966 -0.075023808352433552 -0.075018741691098789 -0.075102560873417129 0.07502816031541025 -0.07505282032569642 -0.075027860020892012 leaf_weight=0.042815737426280975 0.011071108085161541 0.15602196921099676 0.010829776234459132 0.11411638098070398 0.0080949763796525076 0.059993083623339771 leaf_count=20 63 981 5 81 16 130 internal_value=-0.0165834 -0.075026 -0.0750628 0.0750328 -0.0750224 -0.0750308 internal_weight=0.402943 0.246011 0.0219009 0.156932 0.22411 0.0680881 internal_count=1296 1195 68 101 1127 146 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 0 split_gain=0.421564 0.858198 0.585904 0.87557 1.22561 0.431149 threshold=0.83432334365000005 0.76872615085000018 0.87373435645000008 0.41182815395000005 0.34182378015000009 0.068115000000000023 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.11502218452756463 0.051498134989804815 -0.083696494256915097 0.057515037429961613 -0.046516643733448146 -0.010310843933716759 0.0080366031740970959 leaf_weight=0.95020651264348999 1.579383352829608 1.2246576853212889 1.7717802979750548 3.9162306511425404 21.871289537230041 30.906951195909642 leaf_count=23 24 12 19 65 374 779 internal_value=0.000494051 -0.000834338 0.000873569 -0.000867376 0.00245997 0.000433426 internal_weight=62.2205 60.6411 59.4165 57.6447 53.7284 52.7782 internal_count=1296 1272 1260 1241 1176 1153 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=7 num_cat=0 split_feature=7 7 0 0 4 8 split_gain=0.375253 0.699069 0.817095 0.743383 1.01491 0.894415 threshold=82.887291079911066 79.482860341514581 0.00033650000000000005 0.0012470000000000001 115.00000000000001 4.4308176195396909 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=-0.093012222120028853 -0.06389738737304422 0.046991648429609456 0.060828799433300176 -0.084920373006738922 0.032334547205480492 -0.0058548670428312495 leaf_weight=0.97434503372642112 0.92420877236872812 3.0422996425768352 1.8998605161905278 1.464590546209364 7.1366113922558716 43.597058700746857 leaf_count=168 16 118 10 39 181 764 internal_value=-0.000677875 0.000327515 -0.00225029 -0.000615608 -0.002852 -0.000482833 internal_weight=59.039 58.1148 55.0725 54.0981 52.1983 50.7337 internal_count=1296 1280 1162 994 984 945 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=7 num_cat=0 split_feature=10 5 7 3 4 8 split_gain=0.411538 0.792248 0.828006 0.691632 0.989112 0.690914 threshold=41.000000000000007 4389.0000000000009 23.292205013030948 12.500000000000002 2363.0000000000005 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0033615151180044125 0.051344512970202982 0.078942538469991316 -0.061006226278870347 0.051205448526828359 -0.063807304126455508 0.023787807116537645 leaf_weight=46.043693716090274 1.5398978380253527 0.48065388482063953 3.509989475220209 2.711158028105273 2.3655439578578799 11.769661614904178 leaf_count=519 119 5 219 37 225 172 internal_value=0.000233308 -0.000943504 -0.0441501 0.00179814 -0.000427743 0.00216555 internal_weight=68.4206 66.8807 3.99064 62.8901 60.1789 57.8134 internal_count=1296 1177 224 953 916 691 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=7 num_cat=0 split_feature=1 4 19 20 8 5 split_gain=0.200659 4.08417e-09 9.76787e-10 5.44132e-10 4.99245e-10 3.07537e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.1425669635 0.16606435495000002 7.4050080021597227 7441.0000000000009 decision_type=8 8 8 8 8 8 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075047387662468226 -0.075081856107999792 -0.075018042602185031 0.075039045776085625 0.075023135423525955 -0.075046130630797445 -0.075025837950371141 leaf_weight=0.029296885477378964 0.011683080461807549 0.15209582662464527 0.028335662558674812 0.089043259504251182 0.0086501581790798809 0.05465862808705424 leaf_count=13 22 1027 13 75 20 126 internal_value=-0.0161381 -0.0750243 0.0750311 0.075027 -0.0750211 -0.0750286 internal_weight=0.373764 0.227088 0.146676 0.117379 0.215405 0.0633088 internal_count=1296 1195 101 88 1173 146 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=7 num_cat=0 split_feature=8 4 4 8 5 0 split_gain=0.391242 0.781867 1.25185 0.86021 1.28389 1.7845 threshold=7.2680146144134401 7457.0000000000009 6106.0000000000009 5.3715720371188977 307.00000000000006 0.068115000000000023 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.011814214912006467 -0.031889070093758132 0.04648656372086242 -0.069858953140419844 0.024916284100672818 -0.050795904885025493 0.039543101522025552 leaf_weight=24.451323623681674 3.5263469177298239 3.7651293966919175 2.4926415579393497 13.045268902555106 5.2411673148162654 9.3539207447320205 leaf_count=347 80 182 66 415 67 139 internal_value=0.000456759 0.00241158 -0.000628636 0.00268411 -0.00474359 0.00239637 internal_weight=61.8758 58.3495 54.5843 52.0917 39.0464 33.8052 internal_count=1296 1216 1034 968 553 486 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=7 num_cat=0 split_feature=20 21 21 20 19 19 split_gain=0.362657 0.442945 1.40183 0.886697 0.844678 1.3677 threshold=0.18647970780000003 0.29446832075000001 0.33156527450000001 0.65821364045000019 0.13677124340000005 0.42674026145000005 decision_type=8 8 8 10 8 8 left_child=-1 3 -3 -2 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.047231159417110841 -0.012242805584791216 -0.1158765411804301 0.060807266678494079 0.060927385105995338 -0.062949018887386424 0.0019079359229325654 leaf_weight=1.6294125541171522 3.2610297724713746 1.0690334924911438 2.1743881212678389 3.3653214392325026 3.5145258588927391 43.438709610101796 leaf_count=27 29 8 9 18 24 1181 internal_value=-0.000716103 0.000617727 -0.00259011 0.0249181 -0.000124962 -0.00294671 internal_weight=58.4524 56.823 50.1967 6.62635 49.1276 46.9532 internal_count=1296 1269 1222 47 1214 1205 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=7 num_cat=0 split_feature=4 4 4 4 3 2 split_gain=0.397468 1.17183 0.713097 0.615121 0.437804 1.1777 threshold=44228.500000000007 4433.0000000000009 24642.000000000004 3336.5000000000005 6.5000000000000009 7.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.0036204152593949587 0.048092510193310449 -0.080563154666814019 0.017521907515607664 0.061669255129911255 -0.084877208800121257 0.0061149243112389182 leaf_weight=54.196285914053078 1.6958741489797819 2.8120806993974834 1.0065105590037999 1.7008847222314205 2.1256014611572018 4.2997300609422382 leaf_count=656 47 312 32 44 22 183 internal_value=0.000289333 -0.000936352 -0.0547097 0.00235842 0.000694314 -0.0239867 internal_weight=67.837 66.1411 3.81859 62.3225 60.6216 6.42533 internal_count=1296 1249 344 905 861 205 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=7 num_cat=0 split_feature=1 4 19 8 20 5 split_gain=0.184983 3.2844e-09 7.77585e-10 4.19419e-10 4.16067e-10 2.79007e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.1425669635 7.4050080021597227 0.18647970780000003 7441.0000000000009 decision_type=8 8 8 8 10 8 left_child=2 -2 -1 -3 -4 -5 right_child=1 3 4 5 -6 -7 leaf_value=0.075043808752317975 -0.075076075181669089 -0.075016700046245458 0.0750358610661402 -0.075044057649503282 0.075021352219935694 -0.075024021306455788 leaf_weight=0.027026941417716444 0.01089131023036316 0.13996043412407744 0.026032139779999852 0.0080562037546769716 0.082099639752414078 0.050609873967914609 leaf_count=13 22 1027 13 20 75 126 internal_value=-0.0161827 -0.0750226 0.0750286 -0.0750197 0.0750248 -0.0750268 internal_weight=0.344677 0.209518 0.135159 0.198627 0.108132 0.0586661 internal_count=1296 1195 101 1173 88 146 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=7 num_cat=0 split_feature=7 9 10 13 0 4 split_gain=0.377583 1.2398 0.733567 0.449098 0.387996 2.16275 threshold=76.620775124742622 6.4717591853635588 30.500000000000004 49199.500000000007 5.1000000000000006e-05 163.00000000000003 decision_type=10 10 10 10 8 10 left_child=2 -2 4 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.080353219915799107 -0.018953715608628685 0.078321262225173494 -0.067906941840486068 -0.037080422736914406 -0.0025259882951424307 -0.085268541621559779 leaf_weight=2.6355818906449708 3.5369126945734015 3.0373824405251075 1.6476261403877277 0.37933862232603122 48.907999271526933 1.1249887049198148 leaf_count=160 30 200 89 54 759 4 internal_value=0.000607363 0.0225476 -0.00220146 0.0655089 -0.000146001 0.0308069 internal_weight=61.2698 6.95363 54.3162 3.41672 52.6686 3.76057 internal_count=1296 284 1012 254 923 164 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=7 num_cat=0 split_feature=6 9 6 6 4 8 split_gain=0.353901 0.373665 0.841944 0.896239 1.61287 0.856677 threshold=127.39873491841104 7.9588975289260775 119.54412605454459 111.87683212094403 2306.5000000000005 4.4308176195396909 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0047023173915232454 -0.06383351737647186 0.025618620926724095 -0.047831695131052274 0.086732636019085041 -0.08037466746285582 -0.028718324008218721 leaf_weight=34.57550649769837 0.88060873933136363 5.1933373492211095 3.7992917865049085 2.6662476010387759 0.73729062150232483 9.8562703119241615 leaf_count=469 31 140 130 32 76 418 internal_value=-0.000924857 4.99791e-05 -0.00252168 0.00107704 0.0505331 -0.00271136 internal_weight=57.7086 56.8279 51.6346 47.8353 3.40354 44.4318 internal_count=1296 1265 1125 995 108 887 is_linear=0 shrinkage=0.1 Tree=339 num_leaves=7 num_cat=0 split_feature=20 21 19 19 19 19 split_gain=0.380787 0.757585 1.27298 1.08814 0.57843 1.32485 threshold=0.79922031560000006 0.15113386645000002 0.71761699185000005 0.61277817545000013 0.23075891465000004 0.36889079640000005 decision_type=10 8 10 10 8 8 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.084559760160999087 -0.030602407817899496 -0.045243770676916838 0.051644880093988071 -0.084629149492622249 0.069873305869716851 1.0702863809974733e-05 leaf_weight=0.99169489549603895 3.7585530724827541 2.5217365552380215 5.0544560108537544 1.5044119266858604 2.868739655968966 50.459468389213725 leaf_count=24 30 24 32 19 12 1155 internal_value=0.000323663 0.00215704 0.003535 -0.000704769 0.00155587 0.00376889 internal_weight=67.1591 63.4005 62.4088 57.3544 55.8499 53.3282 internal_count=1296 1266 1242 1210 1191 1167 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=7 num_cat=0 split_feature=1 4 19 8 5 10 split_gain=0.176919 2.62085e-09 5.74705e-10 3.40483e-10 2.25121e-10 1.69731e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.36889079640000005 7.4050080021597227 7441.0000000000009 25.000000000000004 decision_type=8 8 10 8 8 10 left_child=2 -2 -1 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.075035788908418721 -0.075071098109183484 -0.07501695510282412 0.075022382230751888 -0.075041035809918208 -0.075022319721397418 -0.075006723018775437 leaf_weight=0.05393423861823976 0.0098865189356729388 0.11009391004699864 0.078530575439799577 0.0074515457054076242 0.046726574415515643 0.019011367419352609 leaf_count=31 22 782 70 20 126 245 internal_value=-0.0139827 -0.0750209 0.0750278 -0.0750182 -0.0750249 -0.0750154 internal_weight=0.325635 0.19317 0.132465 0.183283 0.0541781 0.129105 internal_count=1296 1195 101 1173 146 1027 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 0 split_gain=0.365359 0.769324 0.520889 0.75764 1.05964 0.390861 threshold=0.83432334365000005 0.76872615085000018 0.87373435645000008 0.41182815395000005 0.34182378015000009 5.1000000000000006e-05 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.10557880822256278 0.047473615382143813 -0.082941140833449001 0.053945487255666384 -0.044406360174925601 0.03270474988136389 -0.0020724974374230765 leaf_weight=0.97375895018922165 1.6133664281805966 1.11753162802779 1.7890070924768213 3.7307707537547676 3.465828104526735 47.840499930432998 leaf_count=23 24 12 19 65 80 1073 internal_value=0.000524526 -0.000761106 0.000827804 -0.000868794 0.0022381 0.000276764 internal_weight=60.5308 58.9174 57.7999 56.0109 52.2801 51.3063 internal_count=1296 1272 1260 1241 1176 1153 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=7 num_cat=0 split_feature=5 3 4 6 8 5 split_gain=0.360981 0.923707 1.09754 1.03958 0.946113 1.89992 threshold=41149.000000000007 14.500000000000002 6106.0000000000009 84.869127631984739 5.259659177650124 10692.000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=0.003267389074486884 0.040313876300816988 -0.045021902761326484 -0.076590473927199282 0.069211022213833337 -0.056675627729961577 0.087188675867368406 leaf_weight=38.486047147260251 2.0452061332762232 4.6680959399091071 0.56334957201033731 3.7069205888547003 6.3217548736429299 1.0739138722419737 leaf_count=518 45 141 61 104 422 5 internal_value=-0.000935742 -0.00247467 0.00148559 0.0499764 -0.00302751 -0.0357853 internal_weight=56.8653 54.8201 50.152 4.27027 45.8817 7.39567 internal_count=1296 1251 1110 165 945 427 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=7 num_cat=0 split_feature=0 8 3 4 4 7 split_gain=0.391263 1.29019 1.80002 0.888276 1.36645 0.835818 threshold=23.872839500000005 4.4954850976912946 5.5000000000000009 32548.500000000004 4433.0000000000009 81.120433158289572 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0062593722040071289 -0.083085837780874638 0.089281862947065804 -0.053213664536905216 0.076472699922561366 -0.066513454477495446 -0.069789663350390413 leaf_weight=54.438306892565379 2.2786000818014136 1.6618554294109347 1.9000401110388336 1.5926822675392021 2.8696177085512309 1.4845992741174985 leaf_count=794 40 6 74 28 314 40 internal_value=0.000392816 -0.0243222 0.0132697 0.00278327 0.000787035 0.00424048 internal_weight=66.2257 5.8405 3.5619 60.3852 58.7925 55.9229 internal_count=1296 120 80 1176 1148 834 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=7 num_cat=0 split_feature=1 4 19 8 5 10 split_gain=0.165931 2.07257e-09 6.00993e-10 2.60159e-10 2.23606e-10 1.34419e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.32100081675000008 7.4050080021597227 6530.5000000000009 25.000000000000004 decision_type=8 8 10 8 8 10 left_child=2 -2 -1 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.075036260045088066 -0.075065944302542931 -0.075015750888845711 0.075021772100162198 -0.075041379591162749 -0.07502051637977708 -0.07500632190397824 leaf_weight=0.044127524422947317 0.0090705212787725031 0.10171823484870401 0.081539141712710261 0.0058185553352814159 0.043865033787369612 0.017758982776740595 leaf_count=25 22 782 76 16 130 245 internal_value=-0.0129729 -0.0750194 0.0750269 -0.0750169 -0.075023 -0.0750143 internal_weight=0.303898 0.178231 0.125667 0.169161 0.0496836 0.119477 internal_count=1296 1195 101 1173 146 1027 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=7 num_cat=0 split_feature=15 16 9 6 7 7 split_gain=0.375012 0.736777 0.605819 1.06074 2.17564 1.24757 threshold=4.5000000000000009 2.0000000000000004 6.0924752076375546 119.88135117523494 37.403523016077571 31.989537867745195 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.0018725391711614998 -0.057095172340417923 0.077329904460981591 0.019413313876680049 0.083484526188937175 -0.071883226010714479 0.10426618467994125 leaf_weight=34.631337979604723 2.4169665110530327 0.49047344038262952 15.308535437565295 1.3458468876779068 4.5514248665422192 1.1440161168575276 leaf_count=605 98 82 448 20 24 19 internal_value=0.000613481 -0.0344182 0.00240096 -0.00384857 -0.00676318 0.00152154 internal_weight=59.8886 2.90744 56.9812 41.6726 40.3268 35.7754 internal_count=1296 180 1116 668 648 624 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=7 num_cat=0 split_feature=20 21 21 20 19 19 split_gain=0.34435 0.392772 1.24271 0.788756 0.707029 1.15716 threshold=0.18647970780000003 0.29446832075000001 0.33156527450000001 0.65821364045000019 0.13677124340000005 0.42674026145000005 decision_type=8 8 8 10 8 8 left_child=-1 3 -3 -2 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.046644406389240119 -0.011949704438610462 -0.11284212858111911 0.056106817340161222 0.057816827999727129 -0.059205561268406592 0.0015692386882448653 leaf_weight=1.6011644755599261 3.1886179345674464 1.0032754641688368 2.1170742186695861 3.29512029531179 3.3896272315287206 41.362089413370995 leaf_count=27 29 8 9 18 24 1181 internal_value=-0.000937904 0.000408478 -0.0027199 0.0235066 -0.000362619 -0.00303402 internal_weight=55.957 54.3558 47.8721 6.48374 46.8688 44.7517 internal_count=1296 1269 1222 47 1214 1205 is_linear=0 shrinkage=0.1 Tree=347 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 21 split_gain=0.467102 0.797843 0.888837 1.14775 1.403 1.07 threshold=0.090384911050000016 0.23075891465000004 0.79922031560000006 0.36889079640000005 0.48125046350000006 0.51863623745000009 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.068098864779762791 -0.055056710738987137 0.06648174387659686 -0.053740631449079368 -0.090467753514829344 0.042310344513235745 -0.0013427429011747503 leaf_weight=1.0006490513187598 2.5964218296248873 2.8117771843171795 2.7787810839854492 1.6279284777992868 6.3553357907549071 48.205993517682145 leaf_count=12 27 15 22 21 44 1155 internal_value=0.000301088 -0.000752745 0.00152949 0.00413255 0.00101253 0.00374199 internal_weight=65.3769 64.3762 61.7798 59.001 56.1893 54.5613 internal_count=1296 1284 1257 1235 1220 1199 is_linear=0 shrinkage=0.1 Tree=348 num_leaves=7 num_cat=0 split_feature=1 4 20 8 5 10 split_gain=0.154055 1.66319e-09 4.4262e-10 2.02826e-10 1.6382e-10 1.07107e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 7.4050080021597227 6530.5000000000009 25.000000000000004 decision_type=8 8 10 8 8 10 left_child=2 -2 -1 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.075036408757549258 -0.075061261380157951 -0.075014639824151561 0.075021855663184006 -0.075037695766687673 -0.075019079321329729 -0.07500588275984417 leaf_weight=0.027240308350883424 0.0084287088830024004 0.094188081159700232 0.089770774240605533 0.0053524007598753079 0.040446565571983228 0.016398703904542344 leaf_count=14 22 782 87 16 130 245 internal_value=-0.0127216 -0.075018 0.0750252 -0.0750157 -0.0750213 -0.0750133 internal_weight=0.281826 0.164814 0.117011 0.156386 0.045799 0.110587 internal_count=1296 1195 101 1173 146 1027 is_linear=0 shrinkage=0.1 Tree=349 num_leaves=7 num_cat=0 split_feature=20 7 9 10 15 16 split_gain=0.392423 0.380117 1.0004 0.614551 0.380864 0.478935 threshold=0.14216158170000001 76.620775124742622 6.4717591853635588 30.500000000000004 4.5000000000000009 2.0000000000000004 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 -2 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.063437337669441235 -0.0013930857472716463 -0.016151678547965766 0.083781046276585364 -0.066667639049879782 -0.076129500583067555 0.077234723661031915 leaf_weight=0.97823138482635841 50.46294812115957 3.2611444517970076 2.3089153391774748 1.4847878920845676 0.38818463403731573 0.42827953165397048 leaf_count=18 905 30 144 89 32 78 internal_value=0.000624928 -0.0004284 0.0225938 -0.00325879 0.0630225 0.00431831 internal_weight=59.3125 58.3343 6.38652 51.9477 3.12538 0.816464 internal_count=1296 1278 284 994 254 110 is_linear=0 shrinkage=0.1 Tree=350 num_leaves=7 num_cat=0 split_feature=21 21 19 19 20 20 split_gain=0.348196 0.687626 1.39004 1.38271 1.3383 1.13384 threshold=0.80861896420000012 0.53304821750000009 0.27627033375000004 0.54981981680000003 0.79922031560000006 0.67806301170000005 decision_type=10 10 8 8 10 10 left_child=1 2 -1 -3 5 -4 right_child=-2 3 4 -5 -6 -7 leaf_value=-0.11729983335863002 -0.02711248614047973 -0.0094600056003732655 -0.00051944161776856139 0.080618224802740293 0.087767136139302704 -0.087661576391659279 leaf_weight=1.0392655071336774 4.6119200319972142 3.7978745544751291 39.615590372530278 3.0909825092385281 1.6603862539559475 1.5516027268022288 leaf_count=26 30 23 1166 28 10 13 internal_value=-0.000804645 0.00158582 -0.00302671 0.0309575 -0.000253729 -0.00380385 internal_weight=55.3676 50.7557 43.8668 6.88886 42.8276 41.1672 internal_count=1296 1266 1215 51 1189 1179 is_linear=0 shrinkage=0.1 Tree=351 num_leaves=7 num_cat=0 split_feature=4 0 4 4 4 4 split_gain=0.389208 2.3094 1.7143 1.5283 1.34587 3.55614 threshold=115.00000000000001 0.043260000000000007 163.00000000000003 164.50000000000003 219.50000000000003 255.00000000000003 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.018259046802538793 -0.083775221598994642 0.11221574694569901 0.096112231776379009 -0.059651357747925682 0.13339022166132075 -0.0027377719704541541 leaf_weight=4.1878747424716485 2.4764067865908137 2.0065682157874107 1.6482343301177014 3.7238579336553803 1.9979860186576832 48.566499702545116 leaf_count=145 107 25 7 61 4 947 internal_value=0.000171351 0.0240057 -0.00235618 0.00124838 -0.00163176 0.00264114 internal_weight=64.6074 6.19444 58.413 55.9366 54.2883 50.5645 internal_count=1296 170 1126 1019 1012 951 is_linear=0 shrinkage=0.1 Tree=352 num_leaves=7 num_cat=0 split_feature=1 4 20 19 8 5 split_gain=0.143203 1.38394e-09 4.56198e-10 2.41218e-10 1.63509e-10 1.31679e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.20868862815000003 7.4050080021597227 6530.5000000000009 decision_type=8 8 10 10 8 8 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075035214612233989 -0.075057519262108102 -0.075012344432216285 0.075029353732334839 0.07501694840342879 -0.075035016953979308 -0.075017698812797157 leaf_weight=0.026283903745934367 0.0078894174948800355 0.10225322748783583 0.020998148072976619 0.061824591481126845 0.0049738207817426874 0.037436822227391531 leaf_count=14 22 1027 15 72 16 130 internal_value=-0.012453 -0.0750167 0.0750237 0.0750201 -0.0750145 -0.0750197 internal_weight=0.26166 0.152553 0.109107 0.0828227 0.144664 0.0424106 internal_count=1296 1195 101 87 1173 146 is_linear=0 shrinkage=0.1 Tree=353 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 0 split_gain=0.419201 1.72526 2.00244 1.48035 1.97731 1.16047 threshold=0.0042110000000000003 5.1000000000000006e-05 163.00000000000003 0.037647000000000007 0.046666000000000006 0.055514500000000008 decision_type=8 10 10 8 8 8 left_child=1 2 -1 -2 -5 -6 right_child=3 -3 -4 4 5 -7 leaf_value=0.079470960323851508 0.064397606657298531 -0.073348597701078058 -0.084725026067388826 -0.08070970801516103 0.081840710570780795 0.00078209065738537795 leaf_weight=2.3367949425883121 3.7199009947944424 3.3893475905060768 1.088802635669708 2.9285645647905758 1.840791483875363 43.573086095042527 leaf_count=160 164 25 4 26 34 883 internal_value=0.000556641 -0.0227655 0.0272824 0.0036095 -0.00106808 0.00406769 internal_weight=58.8773 6.81495 3.4256 52.0623 48.3424 45.4139 internal_count=1296 189 164 1107 943 917 is_linear=0 shrinkage=0.1 Tree=354 num_leaves=7 num_cat=0 split_feature=19 19 20 3 4 4 split_gain=0.334474 0.93137 0.54666 0.351568 0.97705 1.62911 threshold=0.76753877360000011 0.7589218281000002 0.58816367370000011 3.5000000000000004 183.00000000000003 168.50000000000003 decision_type=10 10 10 8 10 8 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.0093208158940635399 -0.053730972164182801 0.099174815445649711 0.0058562370066860877 0.0046682448867956623 -0.054414536872461318 0.1517991463769166 leaf_weight=5.8675218288417437 2.9540903325796526 0.96750350604997848 3.215423260240641 37.090712414836162 4.0753472130745649 0.70271319523453701 leaf_count=284 27 3 15 823 140 4 internal_value=-0.000739382 0.00203934 -0.0226753 7.06291e-05 -0.0159481 0.00791162 internal_weight=54.8733 48.7038 6.16951 47.7363 10.6456 6.57024 internal_count=1296 1254 42 1251 428 288 is_linear=0 shrinkage=0.1 Tree=355 num_leaves=7 num_cat=0 split_feature=0 8 3 4 4 7 split_gain=0.357562 1.16793 1.60313 0.791036 1.22056 0.785288 threshold=23.872839500000005 4.4954850976912946 5.5000000000000009 32548.500000000004 4433.0000000000009 76.473063496013751 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.007783478134367923 -0.082964273365489838 0.087506065558352553 -0.051743715581687055 0.074817775889605212 -0.065296822904248639 -0.03249872893056964 leaf_weight=49.162545796897575 2.0914001455530515 1.5328327342867853 1.7948461341438813 1.4722320493310679 2.680759243114152 5.3679349152662317 leaf_count=598 40 6 74 28 314 236 internal_value=0.000172493 -0.0244048 0.0123991 0.00244206 0.000579597 0.00381813 internal_weight=64.1026 5.41908 3.32768 58.6835 57.2112 54.5305 internal_count=1296 120 80 1176 1148 834 is_linear=0 shrinkage=0.1 Tree=356 num_leaves=7 num_cat=0 split_feature=1 4 20 19 8 5 split_gain=0.136884 1.20187e-09 4.79737e-10 2.12036e-10 1.22527e-10 1.10081e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.20868862815000003 7.4050080021597227 6530.5000000000009 decision_type=8 8 10 10 8 8 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075035072151963797 -0.075055211831403845 -0.075011547694239303 0.075028266353578232 0.075016502914299885 -0.075032820517686907 -0.075016278571873263 leaf_weight=0.026122466661036015 0.0072833728336263439 0.094413745036490582 0.020529753644950688 0.060415980668039992 0.004554362822091206 0.034474275602406124 leaf_count=14 22 1027 15 72 16 130 internal_value=-0.010186 -0.0750157 0.0750233 0.0750195 -0.0750135 -0.0750182 internal_weight=0.247794 0.140726 0.107068 0.0809457 0.133442 0.0390286 internal_count=1296 1195 101 87 1173 146 is_linear=0 shrinkage=0.1 Tree=357 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 0 split_gain=0.369993 1.5655 1.83155 1.31828 1.65621 1.01887 threshold=0.0042110000000000003 5.1000000000000006e-05 163.00000000000003 0.037647000000000007 0.046666000000000006 0.055514500000000008 decision_type=8 10 10 8 8 8 left_child=1 2 -1 -2 -5 -6 right_child=3 -3 -4 4 5 -7 leaf_value=0.078540253057856724 0.062095449920664181 -0.070739965821216333 -0.083859202187077264 -0.072860681003453082 0.078266907686049159 0.00086949431565194876 leaf_weight=2.2114954077987927 3.5714235564228138 3.2590790595859289 1.0123764872550962 2.9969487106427541 1.7704636142589141 43.259295672760345 leaf_count=160 164 25 4 26 34 883 internal_value=0.000651486 -0.0218655 0.0275428 0.00348059 -0.000878205 0.00391258 internal_weight=58.0811 6.48295 3.22387 51.5981 48.0267 45.0298 internal_count=1296 189 164 1107 943 917 is_linear=0 shrinkage=0.1 Tree=358 num_leaves=7 num_cat=0 split_feature=5 5 5 0 4 4 split_gain=0.334723 0.497407 0.408542 0.985972 0.694685 1.00041 threshold=59.000000000000007 63.000000000000007 108.50000000000001 0.0012470000000000001 126.00000000000001 168.50000000000003 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.076071165944237476 0.088020591983283936 0.01814439795750647 0.087189849353370485 -0.081857310026797692 -0.086436579323495244 0.0022548706131262069 leaf_weight=0.58371361612444062 0.63535210490226646 1.9680188298225396 0.92817369103431602 1.9757509331684557 1.307268178090452 46.857934126834152 leaf_count=221 2 10 3 104 26 930 internal_value=-0.000754029 6.50807e-05 -0.000988572 -0.0319545 0.00149898 -0.000152334 internal_weight=54.2562 53.6725 53.0371 3.94377 49.0934 48.1652 internal_count=1296 1075 1073 114 959 956 is_linear=0 shrinkage=0.1 Tree=359 num_leaves=7 num_cat=0 split_feature=21 21 0 8 8 7 split_gain=0.364703 0.478348 0.380435 1.07487 1.4873 0.767458 threshold=0.22032349530000003 0.15678123905000005 23.872839500000005 4.4954850976912946 4.939271738043824 76.306935986487204 decision_type=8 10 10 10 10 10 left_child=1 -1 5 -4 -5 -2 right_child=2 -3 3 4 -6 -7 leaf_value=0.0045651475835671307 0.0083264781236028935 -0.06861589698034111 -0.08246949819131022 0.087181553103569509 -0.050567071703023783 -0.031507066147082867 leaf_weight=1.8415671877373827 49.077778204689821 1.7344263694340041 1.9523050542920817 1.4340957403182986 1.728683946537785 5.3655803215369806 leaf_count=30 836 12 40 5 75 298 internal_value=8.86323e-05 -0.0309291 0.00195099 -0.0241234 0.0118921 0.00440075 internal_weight=63.1344 3.57599 59.5584 5.11508 3.16278 54.4434 internal_count=1296 42 1254 120 80 1134 is_linear=0 shrinkage=0.1 Tree=360 num_leaves=7 num_cat=0 split_feature=1 4 20 19 8 5 split_gain=0.130606 1.04473e-09 5.03381e-10 1.89838e-10 9.5144e-11 7.33247e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.20868862815000003 7.4050080021597227 7441.0000000000009 decision_type=8 8 10 10 8 8 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075034910778746855 -0.075053001258589533 -0.075010762672236747 0.0750272520956589 0.075015984307132591 -0.075028322007349574 -0.075015094326648421 leaf_weight=0.025947015848942101 0.0067337663203943512 0.087167941617281031 0.020057031069882214 0.058747813425725326 0.0048383679750259026 0.031304272981287795 leaf_count=14 22 1027 15 72 20 126 internal_value=-0.008077 -0.0750146 0.0750228 0.0750189 -0.0750126 -0.0750169 internal_weight=0.234796 0.130044 0.104752 0.0788048 0.123311 0.0361426 internal_count=1296 1195 101 87 1173 146 is_linear=0 shrinkage=0.1 Tree=361 num_leaves=7 num_cat=0 split_feature=10 13 2 0 8 9 split_gain=0.366696 0.72729 0.428572 0.862488 0.937202 0.775956 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 2.7156310000000006 4.7473932594258565 7.4755209420133424 decision_type=10 10 10 8 10 10 left_child=2 -2 -1 4 -4 -5 right_child=1 -3 3 5 -6 -7 leaf_value=-0.0018636511941648203 0.061922076841631507 -0.07371671268437488 -0.089571364492864514 -0.078894558192744768 0.079893477584501729 0.015234829499420703 leaf_weight=45.654102823551511 0.52518057741690372 1.5986180166946722 0.36549457907676464 1.057590693235398 3.0465159863233566 5.0938457862939686 leaf_count=699 105 96 1 19 281 95 internal_value=0.000600208 -0.0401755 0.00216854 0.0214174 0.0617404 -0.000948442 internal_weight=57.3413 2.1238 55.2175 9.56345 3.41201 6.15144 internal_count=1296 201 1095 396 282 114 is_linear=0 shrinkage=0.1 Tree=362 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.33199 0.713921 0.744646 0.902591 0.88575 1.00055 threshold=60.179807500000003 65648.500000000015 75.000000000000014 14.500000000000002 6106.0000000000009 5.259659177650124 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0038666806245196243 0.054184418573688164 -0.083535062833533791 0.077524710723683443 -0.051406128019974101 0.046606762355371922 -0.038418452768972822 leaf_weight=36.197627258135071 1.0762951914221037 1.05036962032318 1.2021346571855236 3.4593024029163635 3.9874416344100601 6.6190461395453886 leaf_count=516 14 23 35 117 165 426 internal_value=-0.000793876 -0.00192064 -0.000254953 -0.00211519 0.00152792 -0.00267019 internal_weight=53.5922 52.5159 51.4656 50.2634 46.8041 42.8167 internal_count=1296 1282 1259 1224 1107 942 is_linear=0 shrinkage=0.1 Tree=363 num_leaves=7 num_cat=0 split_feature=10 5 4 3 4 4 split_gain=0.377167 0.614137 0.64724 0.501724 0.72955 0.731261 threshold=41.000000000000007 4845.0000000000009 34110.500000000007 12.500000000000002 2363.0000000000005 1000.5000000000001 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0023207144720082044 0.053343217618231492 -0.081651902161501991 0.015467297719918236 0.045320638489550494 -0.060873143208115092 0.037134442345815567 leaf_weight=48.572555364274194 1.3056161472341035 1.8472662512067466 1.0917665393790228 2.4763789408025323 1.9433336381043762 5.2004137623589477 leaf_count=579 119 160 48 43 231 116 internal_value=0.000160566 -0.000975278 -0.0455749 0.00127723 -0.000680329 0.00149502 internal_weight=62.4373 61.1317 2.93903 58.1927 55.7163 53.773 internal_count=1296 1177 208 969 926 695 is_linear=0 shrinkage=0.1 Tree=364 num_leaves=7 num_cat=0 split_feature=1 4 20 19 8 5 split_gain=0.120502 8.37316e-10 3.99686e-10 1.50589e-10 7.4065e-11 5.98581e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.20868862815000003 7.4050080021597227 7441.0000000000009 decision_type=8 8 10 10 8 8 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075032326807613139 -0.075049268156002963 -0.075010049766195533 0.075025232148391227 0.075014803669249563 -0.075026527515358904 -0.075014007830953938 leaf_weight=0.024028021260164678 0.0062596695788670323 0.080013424802018562 0.018572960630990565 0.054415834048995748 0.0044037809075234682 0.028752895820616686 leaf_count=14 22 1027 15 72 20 126 internal_value=-0.00776428 -0.0750137 0.0750211 0.0750175 -0.0750117 -0.0750157 internal_weight=0.216447 0.11943 0.0970168 0.0729888 0.11317 0.0331567 internal_count=1296 1195 101 87 1173 146 is_linear=0 shrinkage=0.1 Tree=365 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 20 split_gain=0.359398 0.695454 0.428677 0.62612 1.14318 0.403077 threshold=0.83432334365000005 0.76872615085000018 0.87373435645000008 0.50453544370000014 0.30091233970000003 0.67806301170000005 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.11357768502965655 0.047401916398792758 -0.082363055157576137 0.048655812328640684 -0.045927534948272702 -0.033502323487915868 0.0022626559772967575 leaf_weight=0.8987428312539123 1.5968794094515022 1.0239866841002356 1.8109883714932937 2.9074051438947199 3.3892934557807166 44.852031488146167 leaf_count=22 24 12 19 54 42 1123 internal_value=0.000636592 -0.000724109 0.000828056 -0.000836108 0.00183176 -0.000250086 internal_weight=56.4793 54.8824 53.8585 52.0475 49.1401 48.2413 internal_count=1296 1272 1260 1241 1187 1165 is_linear=0 shrinkage=0.1 Tree=366 num_leaves=7 num_cat=0 split_feature=20 19 21 19 20 21 split_gain=0.32584 0.349073 1.33802 0.963919 1.66253 2.11016 threshold=0.18647970780000003 0.76753877360000011 0.58224510985000011 0.99187904320000009 0.58816367370000011 0.17515917035000003 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.045868672475810904 0.013352887398400732 -0.09854061895664834 -0.10951587274167823 0.12202465884488145 -0.0044652242728431078 0.1068920767147425 leaf_weight=1.5489974956108197 15.269904244709322 1.7428065587791932 1.1778338904914551 0.62399392325096315 30.648951446593856 1.8017152390239051 leaf_count=27 117 11 13 2 1121 5 internal_value=-0.000681722 0.000683619 -0.00469093 -0.00114483 -0.00339254 0.00171752 internal_weight=52.8142 51.2652 35.9953 34.8175 34.1935 32.4507 internal_count=1296 1269 1152 1139 1137 1126 is_linear=0 shrinkage=0.1 Tree=367 num_leaves=7 num_cat=0 split_feature=19 19 20 21 19 19 split_gain=0.365172 1.00374 0.842977 0.681891 1.81027 1.42862 threshold=0.88996081115000014 0.82153055920000007 0.83432334365000005 0.30760303440000009 0.71761699185000005 0.54981981680000003 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.042777229623750163 -0.039868942376578113 0.073579975470616982 -0.096390855292594765 0.0031662744426862672 0.098577606063146153 -0.085120311516531544 leaf_weight=3.391507684109456 2.211903587478445 1.8717431386030501 0.90855242532324965 49.49938668392133 1.9287630971521128 1.9033259550615174 leaf_count=43 24 9 19 1169 8 24 internal_value=2.80466e-05 0.00151113 -0.000829505 0.000701135 0.00346605 -0.000102778 internal_weight=61.7152 59.5033 57.6315 56.723 53.3315 51.4027 internal_count=1296 1272 1263 1244 1201 1193 is_linear=0 shrinkage=0.1 Tree=368 num_leaves=7 num_cat=0 split_feature=2 4 20 19 10 4 split_gain=0.112593 6.63923e-10 4.13593e-10 1.48955e-10 5.83553e-11 6.43296e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.22328597830000005 25.000000000000004 2689.5000000000005 decision_type=8 8 10 10 10 8 left_child=2 -2 -1 -4 5 -3 right_child=1 4 3 -5 -6 -7 leaf_value=0.075031954399717271 -0.07504558905640496 -0.075009158836128242 0.075024000800907389 0.075013587827170936 -0.075004634107498622 -0.075014468719734925 leaf_weight=0.023236049455590546 0.0057929408212658009 0.047424839327049995 0.019082017242908478 0.049046939529944211 0.013343933250098416 0.043970056091438892 leaf_count=14 22 547 16 71 271 355 internal_value=-0.00711768 -0.0750126 0.0750204 0.0750165 -0.0750108 -0.0750117 internal_weight=0.201897 0.110532 0.091365 0.068129 0.104739 0.0913949 internal_count=1296 1195 101 87 1173 902 is_linear=0 shrinkage=0.1 Tree=369 num_leaves=7 num_cat=0 split_feature=15 14 16 3 3 0 split_gain=0.356862 0.591682 0.715625 0.455916 0.918883 0.708538 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 15.500000000000002 39.000000000000007 8.0202915000000008 decision_type=10 10 10 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0046075315169075452 -0.078662144220534316 0.089174994617002193 0.076859035336586778 0.079054583151133132 -0.013431675218228438 -0.029523714990595501 leaf_weight=42.317911011778051 1.8833453798433764 0.33023860445246089 0.35101911530364294 2.1884929634397841 2.1099445233121514 7.1030653137713662 leaf_count=899 94 9 77 65 63 89 internal_value=0.000679102 -0.0357638 -0.0542297 0.00241891 0.0336565 -0.000298006 internal_weight=56.284 2.5646 2.23436 53.7194 4.29844 49.421 internal_count=1296 180 171 1116 128 988 is_linear=0 shrinkage=0.1 Tree=370 num_leaves=7 num_cat=0 split_feature=0 4 3 6 0 0 split_gain=0.30773 0.64309 0.674542 0.770092 0.580917 1.22112 threshold=60.179807500000003 65648.500000000015 75.000000000000014 125.44544100960267 6.6571905000000013 0.084130500000000011 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0025526208240977642 0.053042476888184802 -0.082748562803598949 0.077284976874077926 -0.061735813392130745 0.024052166775941783 -0.048855768791330474 leaf_weight=33.078912826780652 1.0439352937974025 0.963002800475805 1.0975350942462672 2.0661363871768108 8.6513347253203374 5.3706979991984545 leaf_count=550 14 23 35 73 122 479 internal_value=-0.000706199 -0.00180151 -0.000250672 -0.00198147 0.000639726 -0.00462818 internal_weight=52.2716 51.2276 50.2646 49.1671 47.1009 38.4496 internal_count=1296 1282 1259 1224 1151 1029 is_linear=0 shrinkage=0.1 Tree=371 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 21 split_gain=0.438692 0.710178 0.63306 1.20807 0.360335 0.795105 threshold=0.090384911050000016 0.23075891465000004 0.36889079640000005 0.48125046350000006 0.79922031560000006 0.51863623745000009 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=0.067346481039508729 -0.053223728500085547 0.0460458106755601 -0.089260388445083008 0.037328554867138534 -0.03857910875136316 -0.0015728512085170605 leaf_weight=0.95223220696061617 2.5017764640415407 2.9847270105046846 1.5163406614647099 5.9469852795918996 2.1773972769742604 45.091602212190992 leaf_count=12 27 18 24 44 16 1155 internal_value=2.10188e-06 -0.00106281 0.00119814 -0.00124755 0.0012603 0.00295992 internal_weight=61.1711 60.2188 57.7171 54.7323 53.216 51.0386 internal_count=1296 1284 1257 1239 1215 1199 is_linear=0 shrinkage=0.1 Tree=372 num_leaves=7 num_cat=0 split_feature=1 4 20 19 10 4 split_gain=0.104609 5.3054e-10 3.26384e-10 1.37898e-10 4.51014e-11 4.93672e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.22328597830000005 25.000000000000004 2689.5000000000005 decision_type=8 8 10 10 10 8 left_child=2 -2 -1 -4 5 -3 right_child=1 4 3 -5 -6 -7 leaf_value=0.075029827527844192 -0.075042276609395886 -0.075008482193718473 0.075023025859248943 0.07501270172779409 -0.075004341638982897 -0.07501333032095675 leaf_weight=0.021695908391848207 0.0053660532576031974 0.043916334995628858 0.018052138475468382 0.045663655851967633 0.012402975712348052 0.040256578731714399 leaf_count=14 22 547 16 71 271 355 internal_value=-0.00661484 -0.0750117 0.0750192 0.0750156 -0.07501 -0.0750108 internal_weight=0.187354 0.101942 0.0854117 0.0637158 0.0965759 0.0841729 internal_count=1296 1195 101 87 1173 902 is_linear=0 shrinkage=0.1 Tree=373 num_leaves=7 num_cat=0 split_feature=0 0 0 3 5 5 split_gain=0.354961 2.85428 1.25222 0.685106 1.56233 1.55536 threshold=0.068115000000000023 0.066843000000000014 0.10875250000000002 4.5000000000000009 108.50000000000001 3253.0000000000005 decision_type=8 8 8 10 10 10 left_child=1 3 -2 4 -1 -5 right_child=2 -3 -4 5 -6 -7 leaf_value=0.0043974567536790993 0.078772646619515885 -0.19976778580669483 0.001382870950660938 0.071956699214534209 -0.0839885326334225 -0.076026912496958074 leaf_weight=9.5178383271559159 2.2167074083117759 0.76942595839500327 36.810429899254814 2.8193244589492674 2.5318814683705559 0.94941309303976584 leaf_count=266 59 5 799 137 18 12 internal_value=0.000570117 -0.011684 0.00577854 -0.00253542 -0.0141742 0.034677 internal_weight=55.615 16.5879 39.0271 15.8185 12.0497 3.76874 internal_count=1296 438 858 433 284 149 is_linear=0 shrinkage=0.1 Tree=374 num_leaves=7 num_cat=0 split_feature=20 19 19 21 19 19 split_gain=0.30252 0.304986 0.783206 0.795501 2.22382 1.06194 threshold=0.18647970780000003 0.76753877360000011 0.7589218281000002 0.66628189800000015 0.27627033375000004 0.48125046350000006 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.044708942437056615 -0.11444634348752701 -0.021016756337222803 0.096024515235531405 0.03521895125502502 0.06157815742552835 -0.0034370399933681254 leaf_weight=1.5109613025201722 1.7337345499490764 5.7219637924972622 0.8966786455566752 6.0565005850803564 2.7204234155778977 32.837667578005494 leaf_count=27 27 36 3 37 21 1145 internal_value=-0.000624912 0.000708154 0.00351772 0.00160418 -0.00385514 0.00153704 internal_weight=51.4779 49.967 44.245 43.3483 37.2918 35.5581 internal_count=1296 1269 1233 1230 1193 1166 is_linear=0 shrinkage=0.1 Tree=375 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 21 split_gain=0.392995 0.614393 0.573415 0.974215 1.14107 0.696271 threshold=0.090384911050000016 0.23075891465000004 0.79922031560000006 0.36889079640000005 0.48125046350000006 0.51863623745000009 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.06491495724139186 -0.049937050183344656 0.062754917256639578 -0.045869542528742993 -0.088120380954545607 0.035033744023616642 -0.0015062482579281187 leaf_weight=0.91924725037097232 2.4569935480449203 2.6208453551116691 2.4830282405355311 1.4206242813870629 5.9022466909409559 44.776064091984153 leaf_count=12 27 15 22 21 44 1155 internal_value=2.80861e-05 -0.000971701 0.00113147 0.00326425 0.00027156 0.00274938 internal_weight=60.579 59.6598 57.2028 54.7198 52.0989 50.6783 internal_count=1296 1284 1257 1235 1220 1199 is_linear=0 shrinkage=0.1 Tree=376 num_leaves=7 num_cat=0 split_feature=1 4 19 20 10 4 split_gain=0.0973606 4.22363e-10 2.61515e-10 5.87951e-11 3.62948e-11 3.85176e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.32100081675000008 0.20344614855000001 25.000000000000004 2689.5000000000005 decision_type=8 8 10 10 10 8 left_child=2 -2 -1 -4 5 -3 right_child=1 4 3 -5 -6 -7 leaf_value=0.075025493320508813 -0.075039219762450746 -0.075007926458265831 0.075019987381885214 0.07501181266691663 -0.075004035646170919 -0.075012381888997698 leaf_weight=0.030015509342774749 0.0049716500216163686 0.040738379992944829 0.011404691846109927 0.038497140601975843 0.011526074187941049 0.037050480502784922 leaf_count=25 22 547 11 65 271 355 internal_value=-0.00618395 -0.0750109 0.0750181 0.0750137 -0.0750093 -0.07501 internal_weight=0.174204 0.0942866 0.0799173 0.0499018 0.0893149 0.0777889 internal_count=1296 1195 101 76 1173 902 is_linear=0 shrinkage=0.1 Tree=377 num_leaves=7 num_cat=0 split_feature=7 20 20 20 6 0 split_gain=0.360681 0.360524 0.365808 0.646887 0.362228 0.396985 threshold=83.814145346247159 0.14216158170000001 0.67806301170000005 0.64247171095000011 128.71147821476768 4.9691275000000017 decision_type=10 8 10 10 10 10 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.059960325875395619 0.05132524026915769 0.0018477082660904396 0.03018986814938078 -0.082914899940080555 0.052311265727760875 -0.01880433211384536 leaf_weight=0.96092116134241223 1.3641754835844029 34.528765436683898 3.3388291936134911 1.0176127810846072 1.182666491717099 12.742871800553983 leaf_count=18 13 914 51 6 13 281 internal_value=0.000545961 -0.000742299 -0.00184682 -0.00400895 -0.00235181 -0.0037194 internal_weight=55.1358 53.7717 52.8107 49.4719 48.4543 47.2716 internal_count=1296 1283 1265 1214 1208 1195 is_linear=0 shrinkage=0.1 Tree=378 num_leaves=7 num_cat=0 split_feature=5 5 5 4 4 4 split_gain=0.305549 0.441876 0.370554 0.59711 0.958582 1.55406 threshold=59.000000000000007 63.000000000000007 108.50000000000001 126.00000000000001 168.50000000000003 183.00000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076027996638667161 0.086612172525935005 -0.031125783062803603 0.08552124557785265 -0.086054917348927229 0.15500011642748296 0.00013724435360259489 leaf_weight=0.53301697182996477 0.58335158228874107 3.7571141463704398 0.83125457167625327 1.2586240358650673 0.65785127878188987 43.254679249104811 leaf_count=221 2 114 3 26 1 929 internal_value=-0.000712702 8.47161e-05 -0.000929681 0.0015365 -9.01686e-06 0.00245724 internal_weight=50.8759 50.3429 49.7595 46.0024 45.1712 43.9125 internal_count=1296 1075 1073 959 956 930 is_linear=0 shrinkage=0.1 Tree=379 num_leaves=7 num_cat=0 split_feature=19 19 20 20 19 19 split_gain=0.373968 0.814337 0.641092 1.08617 0.953546 1.7115 threshold=0.88996081115000014 0.82153055920000007 0.60411490095000009 0.54298946930000014 0.23075891465000004 0.34182378015000009 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.06704642152644559 -0.040947733068270264 0.069244433415922152 -0.035231953539712868 0.082907842732513948 0.10204458438920277 -0.00057891516901794672 leaf_weight=2.0230588879712741 2.138273157641378 1.7284602900435846 4.8404940589489334 1.6400664440971002 1.6846887081919701 45.953176048014939 leaf_count=24 24 9 53 10 6 1170 internal_value=0.000120561 0.00163802 -0.000443419 0.00283905 0.000194751 0.00305031 internal_weight=60.0082 57.8699 56.1415 51.301 49.6609 47.6379 internal_count=1296 1272 1263 1210 1200 1176 is_linear=0 shrinkage=0.1 Tree=380 num_leaves=7 num_cat=0 split_feature=1 4 20 19 10 4 split_gain=0.090675 3.39432e-10 2.59377e-10 8.87569e-11 2.90074e-11 3.11636e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.22328597830000005 25.000000000000004 2689.5000000000005 decision_type=8 8 10 10 10 8 left_child=2 -2 -1 -4 5 -3 right_child=1 4 3 -5 -6 -7 leaf_value=0.075026968270946667 -0.075036465050184464 -0.075007344187439956 0.07501995336008363 0.075011051605151993 -0.075003746899395027 -0.075011507678154121 leaf_weight=0.0195985910249874 0.0046176577452570191 0.037732125651928072 0.015632068883860484 0.039513377036200836 0.010694903833837088 0.034338120551637985 leaf_count=14 22 547 16 71 271 355 internal_value=-0.00584426 -0.0750101 0.0750171 0.0750136 -0.0750086 -0.0750093 internal_weight=0.162127 0.0873828 0.074744 0.0551454 0.0827652 0.0720702 internal_count=1296 1195 101 87 1173 902 is_linear=0 shrinkage=0.1 Tree=381 num_leaves=7 num_cat=0 split_feature=13 10 0 0 0 7 split_gain=0.335667 0.448338 0.422394 2.43217 1.15893 1.4934 threshold=49199.500000000007 19.500000000000004 0.068115000000000023 0.066843000000000014 0.59802700000000009 73.565496186226582 decision_type=10 10 8 8 8 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.0031165433419755631 0.050845592821389562 -0.082775073794241261 0.037988456700200672 -0.18487926454783224 -0.035366240520898956 0.013671088530305409 leaf_weight=15.454791906624452 0.33566027926280984 0.99683909886516631 9.3694681455381197 0.77300217002630134 9.3078799904324132 18.662566536106169 leaf_count=414 39 40 367 5 132 299 internal_value=0.000461935 -0.0491157 0.00169518 -0.0117747 0.00754915 -0.00264733 internal_weight=54.9002 1.3325 53.5677 16.2278 37.3399 27.9704 internal_count=1296 79 1217 419 798 431 is_linear=0 shrinkage=0.1 Tree=382 num_leaves=7 num_cat=0 split_feature=3 4 4 0 0 0 split_gain=0.291523 0.855708 1.14566 1.31315 1.00488 0.803975 threshold=3.5000000000000004 183.00000000000003 168.50000000000003 0.018241500000000004 34.660699500000007 0.084130500000000011 decision_type=8 10 8 10 10 8 left_child=1 2 3 -1 -5 -2 right_child=5 -3 -4 4 -6 -7 leaf_value=0.0586858255094444 0.041520247300268112 -0.053835383184497612 0.12632775635980284 -0.08194907121380457 0.035722001187017967 -0.0021445690714808666 leaf_weight=1.8593995822457126 4.7778905971208578 3.736856578849256 0.71088933758437622 2.3613711282378067 1.047735348343849 35.90506688732421 leaf_count=173 169 140 4 130 6 674 internal_value=-0.000733272 -0.0162959 0.00716469 -0.00891421 -0.0457847 0.00298352 internal_weight=50.3992 9.71625 5.9794 5.26851 3.40911 40.683 internal_count=1296 453 313 309 136 843 is_linear=0 shrinkage=0.1 Tree=383 num_leaves=7 num_cat=0 split_feature=9 9 9 8 8 3 split_gain=0.344574 0.586524 0.602892 1.65523 1.59587 1.55519 threshold=7.8465803564189374 7.5630913137471625 6.0865556372042251 5.2927476730057128 4.939271738043824 3.5000000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -4 -1 right_child=-2 -3 4 -5 -6 -7 leaf_value=0.00073159488033734254 -0.032911919024746675 0.042654509022490558 0.072078723192979352 0.048010496109791301 -0.052836454411492595 -0.07899424100593426 leaf_weight=37.013675708638402 2.9836004945536834 3.3325615791836745 1.2654019147157658 7.0622490255627772 5.3334490194683895 2.6199173886561757 leaf_count=479 326 151 7 127 150 56 internal_value=0.000210423 0.00195559 -0.000589351 0.00340893 -0.0288826 -0.00453856 internal_weight=59.6109 56.6273 53.2947 46.6958 6.59885 39.6336 internal_count=1296 970 819 662 157 535 is_linear=0 shrinkage=0.1 Tree=384 num_leaves=7 num_cat=0 split_feature=1 4 20 19 4 4 split_gain=0.0838621 2.6944e-10 2.04708e-10 7.05054e-11 2.33406e-11 1.45982e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.22328597830000005 126.00000000000001 2689.5000000000005 decision_type=8 8 10 10 10 10 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075024955129338294 -0.075033777882262453 -0.075010810869446082 0.0750185009519546 0.075010263287633452 -0.075005577631025847 -0.07500890436419938 leaf_weight=0.018142246059142053 0.0042835739586735136 0.021320803713024361 0.014488832413917407 0.036726924270624295 0.032876698792279058 0.022028788912393793 leaf_count=14 22 132 16 71 590 451 internal_value=-0.00557856 -0.0750094 0.0750158 0.0750126 -0.075008 -0.0750069 internal_weight=0.149868 0.0805099 0.069358 0.0512158 0.0762263 0.0549055 internal_count=1296 1195 101 87 1173 1041 is_linear=0 shrinkage=0.1 Tree=385 num_leaves=7 num_cat=0 split_feature=8 4 4 4 15 3 split_gain=0.334866 0.559879 0.868264 0.618737 1.0847 0.564095 threshold=7.2680146144134401 7457.0000000000009 6106.0000000000009 2155.5000000000005 4.5000000000000009 7.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0023521845330435011 -0.032291709771667225 0.04407979518267828 -0.065033742723485374 0.083303683584102409 -0.03330771370427902 -0.04343918324095962 leaf_weight=39.827597812414751 2.9374635352287433 3.0357588127371846 1.9805592948105175 2.300479465979151 1.2210759674198923 2.8850809747818849 leaf_count=648 80 182 66 147 29 144 internal_value=0.000544035 0.00242604 -0.000196614 0.00258085 0.0428695 -0.00074085 internal_weight=54.188 51.2506 48.2148 46.2342 3.52156 42.7127 internal_count=1296 1216 1034 968 176 792 is_linear=0 shrinkage=0.1 Tree=386 num_leaves=7 num_cat=0 split_feature=5 5 3 4 0 0 split_gain=0.290185 0.399282 0.336234 0.8947 0.829372 1.13622 threshold=59.000000000000007 63.000000000000007 3.5000000000000004 183.00000000000003 0.018241500000000004 20.176897000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.076030197157695698 0.085310290184383034 0.079832664047215049 0.0028775007936278807 -0.059953746666882926 -0.082522917941121932 0.02849987674167927 leaf_weight=0.50650776013026089 0.5431981235742559 1.1984406709671001 40.287669541197829 3.270412327023223 1.524956781184301 2.3306124713271856 leaf_count=221 2 8 843 115 78 29 internal_value=-0.000726155 4.97956e-05 -0.000902917 -0.019199 0.00717312 -0.0154119 internal_weight=49.6618 49.1553 48.6121 8.32442 5.05401 3.85557 internal_count=1296 1075 1073 230 115 107 is_linear=0 shrinkage=0.1 Tree=387 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 19 split_gain=0.374741 0.489005 0.506101 0.817523 0.993143 0.649134 threshold=0.090384911050000016 0.23075891465000004 0.79922031560000006 0.36889079640000005 0.48125046350000006 0.57317364400000004 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.064434437617546345 -0.045662517017126078 0.058966114009039707 -0.043998573848349008 -0.086554112527948202 0.068537101843021017 0.00055929038125147055 leaf_weight=0.89238200263207546 2.3383007837355763 2.4917428479348018 2.3895876265605684 1.2833323655049751 1.4471924492208925 47.903520701959678 leaf_count=12 27 15 22 21 16 1183 internal_value=0.000126273 -0.000865668 0.00102117 0.00304615 0.000294281 0.00255272 internal_weight=58.7461 57.8537 55.5154 53.1258 50.634 49.3507 internal_count=1296 1284 1257 1235 1220 1199 is_linear=0 shrinkage=0.1 Tree=388 num_leaves=7 num_cat=0 split_feature=1 4 20 19 4 8 split_gain=0.0777969 2.15937e-10 1.60445e-10 6.52018e-11 1.88194e-11 1.31345e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.22328597830000005 126.00000000000001 7.4050080021597227 decision_type=8 8 10 10 10 10 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.07502324293898581 -0.075031383304440216 -0.075010055977914325 0.075017732774034951 0.075009556885850329 -0.075005834166682911 -0.075010900342256728 leaf_weight=0.016893175721634179 0.0039752731390763065 0.019641406959635788 0.013676701491931453 0.034009741037152708 0.044981723153114217 0.0057743736788324887 leaf_count=14 22 132 16 71 974 67 internal_value=-0.00528364 -0.0750087 0.0750149 0.0750119 -0.0750074 -0.0750064 internal_weight=0.138952 0.0743728 0.0645796 0.0476864 0.0703975 0.0507561 internal_count=1296 1195 101 87 1173 1041 is_linear=0 shrinkage=0.1 Tree=389 num_leaves=7 num_cat=0 split_feature=8 8 8 0 0 0 split_gain=0.291775 0.493287 0.509509 0.569232 1.61237 1.55397 threshold=7.2680146144134401 6.9301478636517562 6.7963979550449611 0.068115000000000023 0.064953000000000025 0.59802700000000009 decision_type=10 10 10 8 10 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.005969829084453945 -0.030344068824829446 0.062750860904053768 -0.052913037504743909 0.049791569700926359 -0.15747630117713804 -0.0019402235738061474 leaf_weight=14.562155143270498 2.8916962500661603 1.3154628723859776 1.7109509771689762 7.5710533916717386 0.73802806064486581 24.916636966867372 leaf_count=412 80 54 51 322 5 372 internal_value=0.000553835 0.00231215 0.000705949 0.00262567 -0.013278 0.0101155 internal_weight=53.706 50.8143 49.4988 47.7879 15.3002 32.4877 internal_count=1296 1216 1162 1111 417 694 is_linear=0 shrinkage=0.1 Tree=390 num_leaves=7 num_cat=0 split_feature=0 4 5 6 4 8 split_gain=0.280609 0.572036 0.621641 0.73203 0.59554 1.82586 threshold=60.179807500000003 65648.500000000015 10692.000000000002 125.91924795738852 6106.0000000000009 5.259659177650124 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0035213521523462642 0.051885301464828476 -0.081969913985454571 0.043015315199610236 -0.075728283665213447 0.035193284288189623 -0.060671951106004519 leaf_weight=33.382763594063363 0.98998590232804318 0.87596680875867505 3.0804847589461124 1.3581174109131087 4.0770998864318235 5.1089575380319721 leaf_count=506 14 23 87 53 191 422 internal_value=-0.000812477 -0.001902 -0.000409963 -0.00345527 -0.00114947 -0.00499894 internal_weight=48.8734 47.8834 47.0074 43.9269 42.5688 38.4917 internal_count=1296 1282 1259 1172 1119 928 is_linear=0 shrinkage=0.1 Tree=391 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.635601 0.563091 1.08379 0.601218 1.19291 0.400313 threshold=0.15113386645000002 0.17515917035000003 0.22032349530000003 0.88996081115000014 0.82153055920000007 0.31373009000000007 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.084032379879288993 0.066386788261302898 -0.097014930733660548 -0.035687477836387614 -0.065426402043314638 0.10744790413786734 0.0034969953671884373 leaf_weight=0.88258928381901569 1.3061493386630898 1.1290745998730924 2.7513143926980774 1.2927523260532314 1.083511626231483 49.767602801165594 leaf_count=27 6 9 35 18 5 1196 internal_value=0.00018378 0.00148027 -3.29602e-05 0.00196175 0.00358698 0.00144423 internal_weight=58.213 57.3304 56.0243 54.8952 53.6024 52.5189 internal_count=1296 1269 1263 1254 1236 1231 is_linear=0 shrinkage=0.1 Tree=392 num_leaves=7 num_cat=0 split_feature=1 4 20 19 8 4 split_gain=0.0717971 1.71332e-10 1.23942e-10 5.03003e-11 1.57629e-11 1.21062e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.22328597830000005 7.4050080021597227 126.00000000000001 decision_type=8 8 10 10 8 10 left_child=2 -2 -1 -4 5 -3 right_child=1 4 3 -5 -6 -7 leaf_value=0.075021393409982401 -0.075029088435033017 -0.075010819235374948 0.075016347817199069 0.075008868036176832 -0.075009369177163998 -0.075005404427476829 leaf_weight=0.015551878546830267 0.0036926033208146683 0.0045861274993512771 0.01259407217730768 0.031422975283931009 0.018981860390340444 0.041420003873554379 leaf_count=14 22 53 16 71 146 974 internal_value=-0.00532647 -0.0750081 0.0750137 0.075011 -0.0750069 -0.0750059 internal_weight=0.12825 0.0686806 0.0595689 0.044017 0.064988 0.0460061 internal_count=1296 1195 101 87 1173 1027 is_linear=0 shrinkage=0.1 Tree=393 num_leaves=7 num_cat=0 split_feature=15 14 16 3 3 9 split_gain=0.32209 0.517588 0.599335 0.396201 0.771183 0.596283 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 15.500000000000002 39.000000000000007 7.9670524813829227 decision_type=10 10 8 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0017532741065677472 -0.078561967504969216 0.087116036358098115 0.076427540999634835 0.076986826680464929 -0.013426171164973419 -0.06550975235875979 leaf_weight=45.829391776627745 1.6510643000947303 0.2944871000945567 0.29391049395781021 1.9600809602416114 1.8188002145616335 1.3569760769605625 leaf_count=964 94 9 77 65 63 24 internal_value=0.000683093 -0.0364344 -0.0551411 0.00231407 0.0334705 -0.000181062 internal_weight=53.2047 2.23946 1.94497 50.9652 3.77888 47.1864 internal_count=1296 180 171 1116 128 988 is_linear=0 shrinkage=0.1 Tree=394 num_leaves=7 num_cat=0 split_feature=7 7 0 0 4 4 split_gain=0.267578 0.581058 0.57234 0.617483 0.741925 0.524913 threshold=82.887291079911066 79.482860341514581 0.00033650000000000005 0.0012470000000000001 115.00000000000001 126.00000000000001 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=-0.087641450115521546 -0.060557394948045101 0.046873978259157532 0.061978744952116499 -0.0831675936489326 0.083683851410527463 -0.0026724176879580133 leaf_weight=0.7785208143914123 0.74191853776574035 2.5014192052767603 1.497032269835471 1.1339579145424057 0.71623063087463279 40.823071430146229 leaf_count=168 16 118 10 39 3 942 internal_value=-0.000966788 -3.50463e-05 -0.00264555 -0.00114746 -0.00336201 -0.00118344 internal_weight=48.1922 47.4502 44.9488 44.1703 42.6733 41.5393 internal_count=1296 1280 1162 994 984 945 is_linear=0 shrinkage=0.1 Tree=395 num_leaves=7 num_cat=0 split_feature=9 8 8 2 4 8 split_gain=0.312212 0.528071 0.930838 0.597282 1.24822 0.762487 threshold=7.8465803564189374 6.7263909492949656 6.132086408704077 13.500000000000002 1821.0000000000002 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0029125029192064228 -0.032029404039241392 0.048174693933431226 -0.086609844511511991 0.051288585145147315 -0.087136341196826117 0.032621038171396749 leaf_weight=40.129947966482177 2.8583935580536481 2.3570255646482101 1.2179950007703144 2.3318810223136088 1.6087996175046999 7.1085901497863224 leaf_count=519 326 20 125 61 109 136 internal_value=0.000189732 0.0018717 -0.000211183 0.00184499 -0.000515359 0.00243469 internal_weight=57.6126 54.7542 52.3972 51.1792 48.8473 47.2385 internal_count=1296 970 950 825 764 655 is_linear=0 shrinkage=0.1 Tree=396 num_leaves=7 num_cat=0 split_feature=1 4 20 19 4 8 split_gain=0.0663138 1.38636e-10 9.97973e-11 4.01576e-11 1.27014e-11 9.1478e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.22328597830000005 126.00000000000001 7.4050080021597227 decision_type=8 8 10 10 10 10 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075019866550028597 -0.075027098247083368 -0.075008760730386065 0.075015142311239791 0.075008196483613038 -0.075004998899784778 -0.075009576678134973 leaf_weight=0.014437684440053999 0.0034339774138061321 0.016890130173123907 0.011672525724861771 0.029013610299443826 0.038044933781293366 0.0049310132721984692 leaf_count=14 22 132 16 71 974 67 internal_value=-0.00517628 -0.0750076 0.0750127 0.0750102 -0.0750064 -0.0750055 internal_weight=0.118424 0.0633001 0.0551238 0.0406861 0.0598661 0.0429759 internal_count=1296 1195 101 87 1173 1041 is_linear=0 shrinkage=0.1 Tree=397 num_leaves=7 num_cat=0 split_feature=15 14 16 9 4 4 split_gain=0.300465 0.458364 0.533987 0.366514 0.854743 0.970188 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.1105046267509833 1000.5000000000001 1053.0000000000002 decision_type=10 10 10 10 8 8 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0027586109396687394 -0.078147014845515117 0.085514398890240539 0.076324547107395127 0.063225878292797966 -0.083813728575766869 0.014094625912025704 leaf_weight=37.976578954359866 1.513929518638178 0.26568258414044965 0.26260406326036889 3.0286135300993893 1.1519075110554684 8.3378496899385937 leaf_count=671 94 9 77 59 6 380 internal_value=0.000611969 -0.0369923 -0.0553133 0.00213283 0.0169719 0.00221009 internal_weight=52.5372 2.04222 1.77653 50.4949 12.5184 9.48976 internal_count=1296 180 171 1116 445 386 is_linear=0 shrinkage=0.1 Tree=398 num_leaves=7 num_cat=0 split_feature=21 21 19 20 21 21 split_gain=0.259061 0.563145 1.31892 0.657163 1.35261 0.898775 threshold=0.80861896420000012 0.034219413850000012 0.90442090275000009 0.49892935425000007 0.31759829255000005 0.29446832075000001 decision_type=10 8 10 10 8 10 left_child=1 -1 3 4 -3 -5 right_child=-2 2 -4 5 -6 -7 leaf_value=0.091590541548239812 -0.024581683086973175 -0.10113026359605433 -0.11307521172211697 0.068762394208861724 0.00018172885663174268 0.0037260923831384028 leaf_weight=0.68093702632359054 4.2221314917910595 1.3767219811429638 1.008441804497578 3.2174238103630142 30.793221079170962 6.2577535093487313 leaf_count=6 30 28 17 20 1148 47 internal_value=-0.000936294 0.0013675 -7.28492e-05 0.00266352 -0.00415395 0.02581 internal_weight=47.5566 43.3345 42.6536 41.6451 32.1699 9.47518 internal_count=1296 1266 1260 1243 1176 67 is_linear=0 shrinkage=0.1 Tree=399 num_leaves=7 num_cat=0 split_feature=21 21 21 21 19 21 split_gain=0.311189 0.556062 0.537625 0.942286 0.479 0.419467 threshold=0.79306048765000015 0.15113386645000002 0.17515917035000003 0.22032349530000003 0.86773401080000012 0.59649699155000013 decision_type=10 8 8 8 10 10 left_child=1 -1 -3 -4 5 -5 right_child=-2 2 3 4 -6 -7 leaf_value=-0.083296161809090663 0.027908040450523544 0.064123111854130985 -0.095176326600540886 0.003386459762545869 -0.060061834289779029 -0.044654903571251514 leaf_weight=0.82317183839086283 3.7912749844263081 1.2578794179135 1.0639655894265159 46.851813941022101 1.2965553715239355 1.8908164181375458 leaf_count=27 33 6 9 1181 17 23 internal_value=0.000227973 -0.00174522 -0.000463152 -0.00205291 -7.28616e-05 0.00152285 internal_weight=56.9755 53.1842 52.361 51.1032 50.0392 48.7426 internal_count=1296 1263 1236 1230 1221 1204 is_linear=0 shrinkage=0.1 Tree=400 num_leaves=7 num_cat=0 split_feature=1 4 20 19 4 8 split_gain=0.0612581 1.10403e-10 7.75432e-11 3.19598e-11 1.03837e-11 6.95534e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.22328597830000005 126.00000000000001 7.4050080021597227 decision_type=8 8 10 10 10 10 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075018325611865513 -0.075025101405588934 -0.075008138508234831 0.075014039735744831 0.075007595689871809 -0.075004618673345458 -0.075008773044571778 leaf_weight=0.013327997585292906 0.0031850822415435678 0.015626289963620366 0.010800647200085223 0.026778025363455527 0.035132204715409898 0.0045522127015829019 leaf_count=14 22 132 16 71 974 67 internal_value=-0.00520093 -0.075007 0.0750118 0.0750094 -0.075006 -0.0750051 internal_weight=0.109402 0.0584958 0.0509067 0.0375787 0.0553107 0.0396844 internal_count=1296 1195 101 87 1173 1041 is_linear=0 shrinkage=0.1 Tree=401 num_leaves=7 num_cat=0 split_feature=20 7 20 6 9 4 split_gain=0.300618 0.285032 0.545745 0.360307 1.32181 1.21962 threshold=0.14216158170000001 83.814145346247159 0.91735887480000011 83.77714566791245 6.3944237114723839 1000.5000000000001 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.056403673736101223 0.0073658125249718631 0.045529589016839442 0.081043972739142892 -0.054633319408279396 0.061899232154557886 -0.0081918772503588779 leaf_weight=0.9537921489099972 20.387254053668585 1.3244009464979161 0.78881245653610577 5.3932051714509752 2.8249080467503545 20.485192095802631 leaf_count=18 530 13 12 61 57 605 internal_value=0.000778272 -0.000257884 -0.00147364 -0.00279957 -0.0100198 0.000302335 internal_weight=52.1576 51.2038 49.8794 49.0906 28.7033 23.3101 internal_count=1296 1278 1265 1253 723 662 is_linear=0 shrinkage=0.1 Tree=402 num_leaves=7 num_cat=0 split_feature=5 6 4 4 8 3 split_gain=0.258467 0.655542 0.532932 0.489668 1.41015 0.918612 threshold=10692.000000000002 125.44544100960267 3295.0000000000005 6106.0000000000009 5.259659177650124 3.5000000000000004 decision_type=10 10 10 10 10 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.003316576989612983 0.083887173487056196 -0.069504676479720418 0.0017158018833722474 0.032118465173785249 -0.054891153806007981 0.047718912824859044 leaf_weight=28.655462868385257 1.0655321218073357 1.4423664766363788 3.0443115694215521 4.0470192240900351 4.8362958094876367 4.0218557799234977 leaf_count=465 7 60 111 191 423 39 internal_value=-0.000939204 -0.003229 0.0230198 -0.00092889 -0.00449408 0.00296476 internal_weight=47.1128 43.003 4.10984 41.5606 37.5136 32.6773 internal_count=1296 1178 118 1118 927 504 is_linear=0 shrinkage=0.1 Tree=403 num_leaves=7 num_cat=0 split_feature=19 19 21 20 19 19 split_gain=0.294625 0.711234 0.516302 1.20923 1.09058 1.28707 threshold=0.88996081115000014 0.82153055920000007 0.30760303440000009 0.33197002760000005 0.71761699185000005 0.54981981680000003 decision_type=10 10 8 10 10 10 left_child=1 2 3 -1 5 -4 right_child=-2 -3 4 -5 -6 -7 leaf_value=0.033174650365435751 -0.037347745999665706 0.068391866265187881 0.0022745654289855434 -0.094194024454799186 0.077261848703793851 -0.084363224021898484 leaf_weight=1.2906087915162063 2.0281469814690345 1.5430593814871816 46.15151987390891 1.7644490427942399 1.8519943911669532 1.7808626242190246 leaf_count=19 24 9 1178 29 10 27 internal_value=7.48933e-05 0.00147054 -0.000483753 -0.0403871 0.00196495 -0.000944344 internal_weight=56.4106 54.3825 52.8394 3.05506 49.7844 47.9324 internal_count=1296 1272 1263 48 1215 1205 is_linear=0 shrinkage=0.1 Tree=404 num_leaves=7 num_cat=0 split_feature=1 4 20 19 4 8 split_gain=0.0572329 8.67232e-11 7.70535e-11 2.62256e-11 8.20695e-12 5.75886e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.22328597830000005 126.00000000000001 7.4050080021597227 decision_type=8 8 10 10 10 10 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075017816907534687 -0.075023203867727969 -0.075007561397944719 0.075013089672355593 0.075007049215938412 -0.075004297315578811 -0.07500822486394286 leaf_weight=0.012935729057062417 0.0029411761934170491 0.014477140295639401 0.010090988595038652 0.024981450391351245 0.032438565549000486 0.0042188425031781654 leaf_count=14 22 132 16 71 974 67 internal_value=-0.00445594 -0.0750065 0.0750112 0.0750088 -0.0750055 -0.0750047 internal_weight=0.102084 0.0540757 0.0480082 0.0350724 0.0511345 0.0366574 internal_count=1296 1195 101 87 1173 1041 is_linear=0 shrinkage=0.1 Tree=405 num_leaves=7 num_cat=0 split_feature=20 20 20 15 14 16 split_gain=0.420754 0.35097 0.330268 0.271124 0.422334 0.486692 threshold=0.91735887480000011 0.76872615085000018 0.65821364045000019 4.5000000000000009 3.5000000000000004 2.0000000000000004 decision_type=10 10 10 10 10 8 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0014962645235451451 0.072011347817860658 -0.043124558970004064 0.051414620545427128 -0.077887979958886952 0.084572661088223255 0.076169923456098965 leaf_weight=45.923577417284832 0.81759337813127686 1.8444061298068835 1.2811984130821645 1.4065124916378395 0.24792089802213002 0.24006247217766952 leaf_count=1062 12 24 18 94 9 77 internal_value=0.000842819 -0.000299362 0.00130936 -3.31198e-05 -0.0371062 -0.0554271 internal_weight=51.7613 50.9437 49.0993 47.8181 1.8945 1.64657 internal_count=1296 1284 1260 1242 180 171 is_linear=0 shrinkage=0.1 Tree=406 num_leaves=7 num_cat=0 split_feature=5 5 3 4 7 8 split_gain=0.246894 0.363627 0.251388 0.729643 0.718618 0.691342 threshold=59.000000000000007 63.000000000000007 3.5000000000000004 183.00000000000003 81.865161484047206 4.4308176195396909 decision_type=8 8 8 10 10 8 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=-0.07586613351375493 0.084398166066271707 0.0066406770204590279 0.056742088005149384 -0.082042061174418257 0.039250852016974758 -0.0012996026894739653 leaf_weight=0.43731538008955695 0.50051510334014793 4.7071512709371737 2.1775320023298255 2.3410988766700034 0.61724250763654698 35.64499922667892 leaf_count=221 2 115 20 109 6 823 internal_value=-0.00108311 -0.000371977 -0.00130472 -0.0178179 -0.0567349 0.00204199 internal_weight=46.4259 45.9885 45.488 7.66549 2.95834 37.8225 internal_count=1296 1075 1073 230 115 843 is_linear=0 shrinkage=0.1 Tree=407 num_leaves=7 num_cat=0 split_feature=9 8 8 2 4 8 split_gain=0.292235 0.448055 0.578852 0.485888 1.15059 0.613655 threshold=7.8627118266634275 6.7585825373291648 6.0957778243233358 13.500000000000002 1821.0000000000002 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0025789702055283594 -0.031999087881858047 0.045957458236618565 -0.068126049897910032 0.047303594080307376 -0.086763747614714504 0.030164933147618145 leaf_weight=39.200511488830671 2.6945068868371882 2.1985962362959972 1.2226551067433309 2.2148722119163713 1.5012463910970826 6.702067127916961 leaf_count=519 309 28 137 61 107 135 internal_value=0.000127633 0.00175972 -0.00015158 0.00152338 -0.000615632 0.00220185 internal_weight=55.7345 53.0399 50.8414 49.6187 47.4038 45.9026 internal_count=1296 987 959 822 761 654 is_linear=0 shrinkage=0.1 Tree=408 num_leaves=7 num_cat=0 split_feature=1 4 20 19 4 4 split_gain=0.0530353 6.98759e-11 6.11719e-11 2.08107e-11 6.39739e-12 4.16273e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 0.22328597830000005 126.00000000000001 2689.5000000000005 decision_type=8 8 10 10 10 10 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075016545884843577 -0.075021604616611906 -0.075007007962307803 0.075012171248056356 0.075006592119879645 -0.075003521153494734 -0.07500578742529565 leaf_weight=0.012008711695671082 0.0027340472588548428 0.013424631881207461 0.0093872944999020547 0.023232476160046645 0.020269464179023089 0.013505275870784317 leaf_count=14 22 132 16 71 590 451 internal_value=-0.00420578 -0.0750061 0.0750104 0.0750082 -0.0750052 -0.0750044 internal_weight=0.0945619 0.0499334 0.0446285 0.0326198 0.0471994 0.0337747 internal_count=1296 1195 101 87 1173 1041 is_linear=0 shrinkage=0.1 Tree=409 num_leaves=7 num_cat=0 split_feature=19 19 21 19 19 0 split_gain=0.332407 0.400906 0.537325 0.730098 0.890035 0.890323 threshold=0.10251311555000002 0.22328597830000005 0.76594295575000015 0.76753877360000011 0.97336584675000004 47.407128000000007 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.053611386579696919 0.055086151864506772 -0.039536607347099156 0.04453663863040358 0.082496065138738653 0.0021176013422716388 -0.086381825216267208 leaf_weight=1.0981326137116409 1.383678522557602 4.6582957154460019 2.6225539879451381 1.3364244175027122 39.118940331667545 1.1707753635710094 leaf_count=15 21 75 36 29 1101 19 internal_value=0.000815937 0.0020044 0.000502605 -0.00199244 0.00220905 -0.000454096 internal_weight=51.3888 50.2907 48.907 46.2844 41.6261 40.2897 internal_count=1296 1281 1260 1224 1149 1120 is_linear=0 shrinkage=0.1 Tree=410 num_leaves=7 num_cat=0 split_feature=7 7 0 14 0 0 split_gain=0.244119 0.481107 0.50254 0.626305 0.483406 0.585277 threshold=82.887291079911066 79.482860341514581 0.059479500000000005 2.5000000000000004 0.00033650000000000005 0.0012470000000000001 decision_type=10 10 10 10 8 8 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=-0.085884330767374117 -0.059137561732157853 0.088312982047861685 -0.077859970202761516 0.071997646651629096 0.062597167183980146 -0.0033219695051675165 leaf_weight=0.68415766017392243 0.71121240686625142 1.2240342320874327 0.56946530967252307 0.54655338395969011 1.3928319811820973 40.852415193810884 leaf_count=168 16 6 52 60 10 984 internal_value=-0.00100544 -9.2147e-05 0.0440632 -0.00446945 -0.00249902 -0.00114861 internal_weight=45.9807 45.2695 2.34005 1.11602 42.9294 42.2452 internal_count=1296 1280 118 112 1162 994 is_linear=0 shrinkage=0.1 Tree=411 num_leaves=7 num_cat=0 split_feature=10 5 7 2 16 2 split_gain=0.283349 0.540194 0.47907 0.454717 0.627757 0.423841 threshold=41.000000000000007 4389.0000000000009 23.292205013030948 18.500000000000004 1.0000000180025095e-35 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0013559502270463941 0.055250156677664641 0.075531798737390562 -0.060219587813964706 0.065652567059632586 -0.063834608269466173 0.027908230021694742 leaf_weight=43.414482006624667 0.91563087183749203 0.29256176762282793 2.3330261884257197 1.0786008645663958 1.493427848414284 5.5859253189992151 leaf_count=568 119 5 219 41 134 210 internal_value=8.52518e-05 -0.000846714 -0.0450932 0.00140591 3.35294e-05 0.00198009 internal_weight=55.1137 54.198 2.62559 51.5724 50.4938 49.0004 internal_count=1296 1177 224 953 912 778 is_linear=0 shrinkage=0.1 Tree=412 num_leaves=7 num_cat=0 split_feature=1 4 20 4 21 8 split_gain=0.0491878 5.60644e-11 4.80398e-11 5.11468e-12 4.35626e-12 3.82952e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.15294678395000003 126.00000000000001 0.58224510985000011 7.4050080021597227 decision_type=8 8 10 10 10 10 left_child=2 -2 -1 -3 -4 -5 right_child=1 3 4 5 -6 -7 leaf_value=0.075015306253418124 -0.075020092355265466 -0.075006519497014798 0.075008493815581445 -0.075003714032084168 0.07500595368867552 -0.075007153665599902 leaf_weight=0.011211282602744177 0.0025393881514901287 0.012443928566426621 0.020258850767277181 0.027404109396798049 0.010126257519004866 0.0036703542150462445 leaf_count=14 22 132 53 974 34 67 internal_value=-0.00381568 -0.0750056 0.0750097 -0.0750048 0.0750076 -0.0750041 internal_weight=0.0876542 0.0460578 0.0415964 0.0435184 0.0303851 0.0310745 internal_count=1296 1195 101 1173 87 1041 is_linear=0 shrinkage=0.1 Tree=413 num_leaves=7 num_cat=0 split_feature=20 21 20 19 19 19 split_gain=0.339859 0.336393 0.471792 0.513738 0.548084 0.57725 threshold=0.91735887480000011 0.10112863300000001 0.69410890325000019 0.76753877360000011 0.63214649220000008 0.48125046350000006 decision_type=10 8 10 10 10 10 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.055932087455094537 0.064053854276331354 -0.00087076284958788439 -0.047631454387991906 0.073333156629390245 -0.060196190183407473 0.06624334858117957 leaf_weight=1.0427466173132414 0.83490138483466481 43.398266521864571 2.1183463856214066 0.9517819002358 1.5073727483832033 1.3205483368656121 leaf_count=16 12 1170 33 26 20 19 internal_value=0.000774784 -0.000274735 -0.00146366 0.000609331 -0.000888028 0.00111112 internal_weight=51.174 50.3391 49.2963 47.178 46.2262 44.7188 internal_count=1296 1284 1268 1235 1209 1189 is_linear=0 shrinkage=0.1 Tree=414 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 20 split_gain=0.298134 0.901958 0.569878 0.567634 0.661364 0.893332 threshold=0.95970031840000003 0.90442090275000009 0.88996081115000014 0.76753877360000011 0.63214649220000008 0.18647970780000003 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.10737547161876169 0.064240274567649844 -0.104349018732504 0.085149571725858367 -0.043664946995314369 0.042940588347109523 -0.0001318799749504742 leaf_weight=0.79394306096128275 0.68875760299283584 0.84568421780022518 0.77064402329051418 2.9869687780042105 3.5172599293669 35.826231515912468 leaf_count=18 9 12 3 18 27 1209 internal_value=-0.00105103 -0.00205615 -8.53715e-05 -0.00160854 0.00152123 -0.00245697 internal_weight=45.4295 44.7407 43.895 43.1244 40.1374 36.6202 internal_count=1296 1287 1275 1272 1254 1227 is_linear=0 shrinkage=0.1 Tree=415 num_leaves=7 num_cat=0 split_feature=4 0 4 3 3 4 split_gain=0.297948 1.50611 1.39356 1.23338 1.11833 0.948052 threshold=115.00000000000001 5.1000000000000006e-05 163.00000000000003 1.0000000180025095e-35 1.5000000000000002 164.50000000000003 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.085555144470489203 -0.084535726065309999 0.044261352541984572 0.081066781562602677 -0.082120254493551093 0.087787475334623125 -0.0016754214776618084 leaf_weight=1.0885946812686587 1.984134736470877 4.9921210780739784 1.8492791950702656 1.6878416743129481 1.2190982922911633 41.774643237120472 leaf_count=121 107 49 16 46 6 951 internal_value=0.000154471 0.0210211 -0.00246088 0.00103889 -0.0022733 0.000861321 internal_weight=54.5957 6.08072 48.515 46.5309 44.6816 42.9937 internal_count=1296 170 1126 1019 1003 957 is_linear=0 shrinkage=0.1 Tree=416 num_leaves=7 num_cat=0 split_feature=1 20 4 19 4 8 split_gain=0.0454034 4.49337e-11 4.05721e-11 1.10156e-11 4.03896e-12 3.11966e-12 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 0.22328597830000005 126.00000000000001 7.4050080021597227 decision_type=8 10 8 10 10 10 left_child=1 -1 -2 -3 -4 -6 right_child=2 3 4 -5 5 -7 leaf_value=0.075014597453673046 -0.07501804795387261 0.07501008922621516 -0.075006024476718558 0.075005686397521171 -0.075003422166750489 -0.075006645162514762 leaf_weight=0.010602421010844409 0.0023170807398855678 0.0079613662819610909 0.011478789885586593 0.019853300414979458 0.025285903231633711 0.003407998249258525 leaf_count=14 22 16 132 71 974 67 internal_value=-0.00377377 0.0750091 -0.0750052 0.0750069 -0.0750044 -0.0750038 internal_weight=0.0809069 0.0384171 0.0424898 0.0278147 0.0401727 0.0286939 internal_count=1296 101 1195 87 1173 1041 is_linear=0 shrinkage=0.1 Tree=417 num_leaves=7 num_cat=0 split_feature=19 20 20 20 20 20 split_gain=0.319878 0.640393 0.663703 1.38285 0.611388 0.433419 threshold=0.10251311555000002 0.83432334365000005 0.76872615085000018 0.67806301170000005 0.64247171095000011 0.21836662080000005 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.053107357875031493 0.047416147755864085 0.072081285164595513 -0.081983433662475208 0.13416924808979311 -0.081847324635472729 -0.00087868886882029964 leaf_weight=1.0789956750959389 1.9405652419736723 1.2680336378252821 0.96561923653643944 0.77586862070893303 0.90466186266712512 43.813229829698685 leaf_count=15 32 22 12 14 6 1195 internal_value=0.000758737 0.00192893 9.10064e-05 0.00176179 -0.000439968 0.00116965 internal_weight=50.747 49.668 48.3999 47.4343 46.6585 45.7538 internal_count=1296 1281 1259 1247 1233 1227 is_linear=0 shrinkage=0.1 Tree=418 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 21 split_gain=0.279822 0.812429 0.498293 0.48921 0.59423 0.496744 threshold=0.95970031840000003 0.90442090275000009 0.88996081115000014 0.76753877360000011 0.7589218281000002 0.18603110280000004 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.074121296241320397 0.062492860241499942 -0.10189044597879365 0.080054036391671024 -0.04080444971995123 0.09021145429750009 0.0014043788114925652 leaf_weight=0.89111055806836248 0.68421062366041852 0.7987538165116338 0.76168986271022632 2.9550495150756424 0.73881464747319014 38.302004787105034 leaf_count=22 9 12 3 18 3 1229 internal_value=-0.000971384 -0.00194833 -0.000119431 -0.00154334 0.00136206 -0.000312804 internal_weight=45.1316 44.4474 43.6487 42.887 39.9319 39.1931 internal_count=1296 1287 1275 1272 1254 1251 is_linear=0 shrinkage=0.1 Tree=419 num_leaves=7 num_cat=0 split_feature=5 2 5 0 0 5 split_gain=0.275558 2.21793 1.54977 0.829779 1.3046 0.907152 threshold=539.50000000000011 6.5000000000000009 510.00000000000006 0.068115000000000023 14.857993000000002 63.000000000000007 decision_type=10 8 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.00189904839361097 -0.079848688051955274 0.012623444230393825 0.088826074918444117 -0.057904576245964137 0.015664616765143032 0.039130449433520294 leaf_weight=22.063257889050423 3.5624750861898038 9.5383420951548032 2.0526324952952555 5.4775320151820761 4.3046474452130497 7.1302409493364385 leaf_count=266 64 648 8 163 51 96 internal_value=0.00010423 -0.0125223 0.00413602 -0.00032413 -0.0255305 0.00812203 internal_weight=54.1291 13.1008 41.0283 38.9757 9.78218 29.1935 internal_count=1296 712 584 576 214 362 is_linear=0 shrinkage=0.1 Tree=420 num_leaves=7 num_cat=0 split_feature=1 20 4 19 4 8 split_gain=0.0424707 3.80629e-11 3.26527e-11 7.92055e-12 3.17691e-12 2.54042e-12 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 0.22328597830000005 126.00000000000001 7.4050080021597227 decision_type=8 10 8 10 10 10 left_child=1 -1 -2 -3 -4 -6 right_child=2 3 4 -5 5 -7 leaf_value=0.075013761494618317 -0.07501677180691152 0.075009329512282522 -0.075005564788690207 0.075005459593891752 -0.075003157703267126 -0.075006182529529133 leaf_weight=0.010136697965208441 0.0021525642587221219 0.0073507781053194768 0.010617850844937493 0.018853295179724228 0.023340345440544752 0.0031514429206254127 leaf_count=14 22 16 132 71 974 67 internal_value=-0.00289651 0.0750086 -0.0750048 0.0750065 -0.0750041 -0.0750035 internal_weight=0.075603 0.0363408 0.0392622 0.0262041 0.0371096 0.0264918 internal_count=1296 101 1195 87 1173 1041 is_linear=0 shrinkage=0.1 Tree=421 num_leaves=7 num_cat=0 split_feature=19 20 20 20 20 20 split_gain=0.287719 0.543199 0.615656 1.08008 0.558042 0.353977 threshold=0.10251311555000002 0.83432334365000005 0.76872615085000018 0.67806301170000005 0.64247171095000011 0.21836662080000005 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.051336034287402479 0.042384131098299249 0.065419316855961238 -0.081466005500176797 0.11464027029451232 -0.081213672234283385 -0.00084887793275133662 leaf_weight=1.0436832308478186 1.9799877391633343 1.3034186291915819 0.9102238306804783 0.82988931037834746 0.84020446022623119 43.529184101178544 leaf_count=15 32 22 12 14 6 1195 internal_value=0.000622755 0.00172066 -5.83409e-06 0.00156577 -0.000458841 0.00103208 internal_weight=50.4366 49.3929 48.0895 47.1793 46.3494 45.5092 internal_count=1296 1281 1259 1247 1233 1227 is_linear=0 shrinkage=0.1 Tree=422 num_leaves=7 num_cat=0 split_feature=0 3 7 5 5 3 split_gain=0.249544 0.888071 0.561352 0.483184 0.39244 1.05427 threshold=0.0042110000000000003 1.5000000000000002 69.792058971722028 59.000000000000007 126.00000000000001 3.5000000000000004 decision_type=8 8 10 10 8 8 left_child=2 -2 3 -1 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.075981277254438276 -0.080510386461770611 0.04373901073837666 -0.022078633395087591 0.072434733334218585 -0.078766811094368713 0.0012365844520241147 leaf_weight=0.2466077910576131 1.4254877733765159 1.9357598796486843 1.5652818679809568 1.9850807040929792 1.7262402735650528 35.9512541009899 leaf_count=167 156 18 9 13 95 838 internal_value=-0.000694092 -0.00296335 0.0238327 0.0560344 -0.000172807 -0.00242887 internal_weight=44.8357 41.0387 3.79697 2.23169 39.6133 37.6775 internal_count=1296 1107 189 180 951 933 is_linear=0 shrinkage=0.1 Tree=423 num_leaves=7 num_cat=0 split_feature=19 19 19 19 5 2 split_gain=0.317206 0.38261 0.512551 0.815054 0.269255 2.00978 threshold=0.090384911050000016 0.23075891465000004 0.36889079640000005 0.48125046350000006 539.50000000000011 6.5000000000000009 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.062067637141847667 -0.041465242091409268 0.043908032435320286 -0.085467589205348513 0.0051747493306303037 -0.0780876590425158 0.011703306907896123 leaf_weight=0.81092526703287149 2.2328099835417561 2.61949173320113 1.1292815733745554 33.981378995814794 3.3763102917000625 9.5258978300116723 leaf_count=12 27 18 24 503 64 648 internal_value=-1.31492e-06 -0.000953422 0.000833088 -0.001517 0.000505112 -0.0117936 internal_weight=53.6761 52.8652 50.6324 48.0129 46.8836 12.9022 internal_count=1296 1284 1257 1239 1215 712 is_linear=0 shrinkage=0.1 Tree=424 num_leaves=7 num_cat=0 split_feature=1 20 4 4 21 8 split_gain=0.0397323 3.15962e-11 2.59503e-11 2.55553e-12 2.45598e-12 2.09228e-12 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 126.00000000000001 0.64066109785000014 7.4050080021597227 decision_type=8 10 8 10 8 10 left_child=1 -1 -2 -4 -3 -5 right_child=2 4 3 5 -6 -7 leaf_value=0.075013005877184777 -0.075015532402861879 0.075006806615475499 -0.075005166469230292 -0.075002914484123634 0.07500442759786459 -0.075005768293276542 leaf_weight=0.0096795317658688873 0.0019952971706516101 0.019122595047520008 0.0097872440401260974 0.021556742109282823 0.0056131683377316213 0.0029166227218411214 leaf_count=14 22 61 132 974 26 67 internal_value=-0.00195166 0.0750082 -0.0750044 -0.0750038 0.0750063 -0.0750033 internal_weight=0.0706712 0.0344153 0.0362559 0.0342606 0.0247358 0.0244734 internal_count=1296 101 1195 1173 87 1041 is_linear=0 shrinkage=0.1 Tree=425 num_leaves=7 num_cat=0 split_feature=8 4 4 4 15 3 split_gain=0.267493 0.549623 0.612919 0.571735 0.765688 0.452166 threshold=7.2680146144134401 7457.0000000000009 6106.0000000000009 2155.5000000000005 4.5000000000000009 7.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0016360283557133996 -0.030771400995637535 0.044955444240569707 -0.057297814369791381 0.080112660189381596 -0.032015119098809934 -0.042370497334101323 leaf_weight=37.557356860546861 2.5824740080861366 2.837166513898409 1.8184039362240572 1.9613725540693843 0.88326852815225709 2.4896536763990289 leaf_count=648 80 182 66 147 29 144 internal_value=0.000572496 0.0022749 -0.000433475 0.0019773 0.0452967 -0.00109978 internal_weight=50.1297 47.5472 44.7101 42.8917 2.84464 40.047 internal_count=1296 1216 1034 968 176 792 is_linear=0 shrinkage=0.1 Tree=426 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 19 split_gain=0.241833 0.725752 0.436793 0.431793 0.539408 0.485935 threshold=0.95970031840000003 0.90442090275000009 0.88996081115000014 0.76753877360000011 0.7589218281000002 0.71227872785000013 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.001445181339429521 0.058975033707983154 -0.098783760980899527 0.075697003023913217 -0.03836149645489785 0.088977528769193848 -0.086984948911769777 leaf_weight=37.832392516546975 0.67018417594226676 0.75442983871061997 0.75202459973570412 2.9093730789086285 0.69349926588256394 0.63178693877398373 leaf_count=1242 9 12 3 18 3 9 internal_value=-0.000638704 -0.0015556 0.000157469 -0.00119294 0.00156865 -7.31296e-06 internal_weight=44.2437 43.5735 42.8191 42.0671 39.1577 38.4642 internal_count=1296 1287 1275 1272 1254 1251 is_linear=0 shrinkage=0.1 Tree=427 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 19 split_gain=0.261509 0.36533 0.944238 0.351012 0.793968 1.31544 threshold=0.22032349530000003 0.88996081115000014 0.82153055920000007 0.31373009000000007 0.71060121615000005 0.22328597830000005 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.029753264795849235 -0.035347079427469515 -0.052202512897950207 0.10046655285437785 0.035199550537564114 0.0012178570096844849 -0.095907234979610984 leaf_weight=2.7997844736366915 2.5153608935384 1.2292334763887982 0.9740954437002064 6.5672249264944185 37.711436399146805 1.4480088139655425 leaf_count=42 35 18 5 52 1123 21 internal_value=-5.68078e-06 0.00164535 0.00299027 0.00102204 0.00302266 -0.00237356 internal_weight=53.2451 50.4454 49.2161 48.242 45.7267 39.1594 internal_count=1296 1254 1236 1231 1196 1144 is_linear=0 shrinkage=0.1 Tree=428 num_leaves=7 num_cat=0 split_feature=1 20 4 19 4 4 split_gain=0.0368021 2.51527e-11 2.0629e-11 5.59641e-12 2.02062e-12 1.48092e-12 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 0.22328597830000005 126.00000000000001 2689.5000000000005 decision_type=8 10 8 10 10 10 left_child=1 -1 -2 -3 -4 -6 right_child=2 3 4 -5 5 -7 leaf_value=0.075012082226347143 -0.075014386642897946 0.075008341643505297 -0.075004782262231492 0.075004865693954537 -0.075002350277762586 -0.075004000225215972 leaf_weight=0.0089827667979989201 0.0018485067776055067 0.0064372123888460911 0.0090422864350330201 0.016516423354914878 0.013528226782568709 0.0090985508883250077 leaf_count=14 22 16 132 71 590 451 internal_value=-0.00181017 0.0750076 -0.0750041 0.0750058 -0.0750035 -0.075003 internal_weight=0.065454 0.0319364 0.0335176 0.0229536 0.0316691 0.0226268 internal_count=1296 101 1195 87 1173 1041 is_linear=0 shrinkage=0.1 Tree=429 num_leaves=7 num_cat=0 split_feature=0 0 4 0 5 0 split_gain=0.263225 1.51489 1.59962 0.971783 1.37577 1.27638 threshold=0.0031780000000000007 5.1000000000000006e-05 163.00000000000003 0.037647000000000007 3253.0000000000005 0.046666000000000006 decision_type=8 10 10 8 10 8 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.080406287405328306 0.085479085684835254 -0.083839357036763207 -0.082536861893840921 -0.064946552518132847 -0.072793105245695364 0.0036551177844527136 leaf_weight=1.8690415568926249 2.7660794663242991 2.1674966625869274 0.8890768140554427 2.9175092042423776 0.68526806659065176 38.527959838043898 leaf_count=160 157 20 4 26 12 917 internal_value=0.000663974 -0.0212807 0.0278817 0.00307151 0.054054 -0.00117402 internal_weight=49.8224 4.92562 2.75812 44.8968 3.45135 41.4455 internal_count=1296 184 164 1112 169 943 is_linear=0 shrinkage=0.1 Tree=430 num_leaves=7 num_cat=0 split_feature=5 2 4 3 4 2 split_gain=0.233687 0.467641 0.766997 0.657902 1.66759 0.820358 threshold=141641.50000000003 12.500000000000002 6106.0000000000009 6.5000000000000009 343.00000000000006 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.00096468102010341308 0.046964198004672296 -0.030447978862327474 0.060334514679627173 0.081947239668483121 -0.07557736115576949 -0.0005490112707085404 leaf_weight=27.325031270052595 1.0055819007102389 5.0293955325105335 2.1278413981199256 1.9895813055336464 3.1773177077993742 3.0583380179887172 leaf_count=458 21 332 57 19 221 188 internal_value=-0.000684875 -0.00180681 0.00201631 -0.0014743 -0.00700842 0.031966 internal_weight=43.7131 42.7075 37.6781 35.5503 30.5023 5.04792 internal_count=1296 1275 943 886 679 207 is_linear=0 shrinkage=0.1 Tree=431 num_leaves=7 num_cat=0 split_feature=7 6 7 7 2 6 split_gain=0.257472 0.584055 0.740692 0.576419 0.922593 0.853757 threshold=76.306935986487204 97.504095962620923 87.44524843734844 72.192781170150241 4.5000000000000009 85.670666055698547 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=0.0013841910255674719 0.043975943516780705 -0.044123130223034004 0.093472319399587403 0.086795907150574683 0.0038391466202369602 -0.06905502285091672 leaf_weight=38.4751322168961 1.2098024375736702 4.8603776472446043 0.42547544836997975 2.0054089203476897 4.0441579916659975 1.8012576481560234 leaf_count=659 8 311 1 13 257 47 internal_value=-5.7254e-05 -0.0187021 -0.0330476 0.00255706 0.031339 -0.00176602 internal_weight=52.8216 6.49566 5.28585 46.326 6.04957 40.2764 internal_count=1296 320 312 976 270 706 is_linear=0 shrinkage=0.1 Tree=432 num_leaves=7 num_cat=0 split_feature=1 20 4 19 4 8 split_gain=0.0351357 2.60266e-11 1.83234e-11 4.93224e-12 1.70761e-12 1.56564e-12 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 0.22328597830000005 126.00000000000001 7.4050080021597227 decision_type=8 10 8 10 10 10 left_child=1 -1 -2 -3 -4 -6 right_child=2 3 4 -5 5 -7 leaf_value=0.075012079324766681 -0.075013900593570937 0.075008081573100224 -0.075004471048576493 0.07500478941094546 -0.075002459393932921 -0.075005120033580383 leaf_weight=0.0089623967360239476 0.0017156263274955555 0.0063182722515193737 0.0083904398870799923 0.016267221428279299 0.018290685153033337 0.0025158754237963868 leaf_count=14 22 16 132 71 974 67 internal_value=0.000764687 0.0750075 -0.0750039 0.0750057 -0.0750033 -0.0750028 internal_weight=0.0624605 0.0315479 0.0309126 0.0225855 0.029197 0.0208066 internal_count=1296 101 1195 87 1173 1041 is_linear=0 shrinkage=0.1 Tree=433 num_leaves=7 num_cat=0 split_feature=19 20 20 20 20 20 split_gain=0.247035 0.466033 0.584559 0.861619 0.503732 0.276692 threshold=0.10251311555000002 0.83432334365000005 0.76872615085000018 0.67806301170000005 0.64247171095000011 0.21836662080000005 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.048408877939159982 0.03720310631960682 0.060184256465697819 -0.081099902721004258 0.099822773961691313 -0.080627644844055907 -0.00065992906724918123 leaf_weight=1.0039320141513597 2.022791625247919 1.3254305621958327 0.87107151451345899 0.8759072476241262 0.76772749928204476 42.091521285015915 leaf_count=15 32 22 12 14 6 1195 internal_value=0.000685055 0.00171284 5.07909e-05 0.00159562 -0.000321361 0.00107622 internal_weight=48.9584 47.9544 46.629 45.7579 44.882 44.1143 internal_count=1296 1281 1259 1247 1233 1227 is_linear=0 shrinkage=0.1 Tree=434 num_leaves=7 num_cat=0 split_feature=0 4 3 3 5 10 split_gain=0.231265 0.49031 0.538859 0.57353 0.521685 0.424187 threshold=60.179807500000003 65648.500000000015 75.000000000000014 14.500000000000002 7441.0000000000009 30.500000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.0010044482678554416 0.051126833684161814 -0.081325430456461734 0.076887714385518363 -0.067734402441103903 0.063051735355516503 0.031568928564834599 leaf_weight=36.599504077542974 0.84604173945262928 0.75899513904005189 0.88694791169837017 2.0765563658205788 1.3171676485799242 0.54254893003962923 leaf_count=1088 14 23 35 82 19 35 internal_value=-0.000639447 -0.00167773 -0.00021833 -0.00190546 0.00122077 -0.0471637 internal_weight=43.0278 42.1817 41.4227 40.5358 37.9167 2.61911 internal_count=1296 1282 1259 1224 1107 117 is_linear=0 shrinkage=0.1 Tree=435 num_leaves=7 num_cat=0 split_feature=0 8 3 7 0 0 split_gain=0.268562 0.85687 1.13297 0.598856 0.456699 0.793803 threshold=23.872839500000005 4.4954850976912946 5.5000000000000009 81.120433158289572 10.010986000000001 7.6153790000000017 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0037295574116144418 -0.082108304710018787 0.084224300267190008 -0.05143543747395956 -0.069880606632700695 0.036822499267582291 -0.06156337947467682 leaf_weight=41.030943588434866 1.5887997206300486 1.1565001308918001 1.3163247897755352 1.1324501093477 3.8256640238687387 1.9505172166391265 leaf_count=1054 40 6 74 40 50 32 internal_value=-0.000116785 -0.0248063 0.0120104 0.00197501 0.00371348 0.000766536 internal_weight=52.0012 4.06162 2.47282 47.9396 46.8071 42.9815 internal_count=1296 120 80 1176 1136 1086 is_linear=0 shrinkage=0.1 Tree=436 num_leaves=7 num_cat=0 split_feature=1 20 4 19 8 5 split_gain=0.0328181 2.19127e-11 1.44979e-11 3.64372e-12 1.36141e-12 1.76539e-12 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 0.34182378015000009 7.4050080021597227 6530.5000000000009 decision_type=8 10 8 10 8 8 left_child=1 -1 -2 -3 -4 -6 right_child=2 3 4 -5 5 -7 leaf_value=0.075011412274801362 -0.075012858657749329 0.075007244272470394 -0.075002562426905547 0.075004479126358353 -0.075008022253194487 -0.07500355584166668 leaf_weight=0.0085269211558625102 0.0015891931398073203 0.0071975938772084183 0.018815455988999474 0.014103206915024202 0.0010105536657647471 0.0071206633886049522 leaf_count=14 22 20 1027 67 16 130 internal_value=0.00166199 0.0750071 -0.0750036 0.0750054 -0.075003 -0.0750041 internal_weight=0.0583636 0.0298277 0.0285359 0.0213008 0.0269467 0.00813122 internal_count=1296 101 1195 87 1173 146 is_linear=0 shrinkage=0.1 Tree=437 num_leaves=7 num_cat=0 split_feature=13 7 6 6 3 0 split_gain=0.246521 0.320996 0.504608 0.384631 0.786164 1.56539 threshold=49199.500000000007 75.326268389776843 97.504095962620923 84.576699671557861 2.5000000000000004 4.9691275000000017 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.0034162033649741599 -0.049273382160275658 -0.079682564288054647 0.029625862416966232 -0.018351360388501891 0.082432726060009454 -0.027909173675642513 leaf_weight=25.301278428414665 0.97056778310798009 0.45350494608282943 6.1425857765716501 10.326154510956256 3.2438818672671905 2.1298742322251201 leaf_count=433 79 5 345 226 158 50 internal_value=0.00061863 0.00163599 0.0221105 -0.00165786 0.00396168 0.038699 internal_weight=48.5678 47.5973 6.59609 41.0012 30.675 5.37376 internal_count=1296 1217 350 867 641 208 is_linear=0 shrinkage=0.1 Tree=438 num_leaves=7 num_cat=0 split_feature=0 4 3 3 5 10 split_gain=0.205564 0.450116 0.498533 0.521695 0.454737 0.385836 threshold=60.179807500000003 65648.500000000015 75.000000000000014 14.500000000000002 7441.0000000000009 30.500000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.00086811541935703773 0.049909455607648499 -0.080872538297065921 0.076757419012988742 -0.066158369567019065 0.060205260583378023 0.029518970662843969 leaf_weight=36.437417011010325 0.79100155225023527 0.70330845820717414 0.82505853776819904 1.9837407096056261 1.2613502903841425 0.53520279703661788 leaf_count=1088 14 23 35 82 19 35 internal_value=-0.000592539 -0.00154945 -0.000190168 -0.00176873 0.00117532 -0.0458297 internal_weight=42.5371 41.7461 41.0428 40.2177 37.6988 2.51894 internal_count=1296 1282 1259 1224 1107 117 is_linear=0 shrinkage=0.1 Tree=439 num_leaves=7 num_cat=0 split_feature=0 6 0 6 4 4 split_gain=0.252143 1.03674 0.980632 0.767262 0.518502 1.00562 threshold=17.877716500000002 85.144769548509615 14.857993000000002 98.181572551691147 24642.000000000004 4433.0000000000009 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.0010709302766754854 -0.084552016073655201 0.073694363010002747 0.088816155362658633 -0.024168291823925356 0.067430552124280688 -0.079095697832520032 leaf_weight=42.338513849171591 1.7186546074226488 1.2351680211722853 1.2727847227361042 2.2799243612680584 1.1061001131311048 1.6248077001800982 leaf_count=816 33 7 15 93 30 302 internal_value=-9.57342e-05 -0.0209014 0.00225399 0.0102197 -0.000190567 -0.00189189 internal_weight=51.576 5.23375 46.3422 3.51509 45.0694 43.9633 internal_count=1296 133 1163 100 1148 1118 is_linear=0 shrinkage=0.1 Tree=440 num_leaves=7 num_cat=0 split_feature=1 20 4 19 8 5 split_gain=0.0302541 1.72882e-11 1.15288e-11 2.89894e-12 1.10077e-12 1.32376e-12 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 0.34182378015000009 7.4050080021597227 7441.0000000000009 decision_type=8 10 8 10 8 8 left_child=1 -1 -2 -3 -4 -6 right_child=2 3 4 -5 5 -7 leaf_value=0.07501055235536512 -0.075011933047582177 0.075006709895612936 -0.075002395542062922 0.075004146368080893 -0.075007081799768227 -0.075003301026932562 leaf_weight=0.0078871013538446277 0.0014759928089915766 0.0066629181528696782 0.017243538644663658 0.01305344638240058 0.0010825100466718132 0.0064085480903486314 leaf_count=14 22 20 1027 67 20 126 internal_value=0.00194299 0.0750066 -0.0750033 0.075005 -0.0750028 -0.0750038 internal_weight=0.0538141 0.0276035 0.0262106 0.0197164 0.0247346 0.00749106 internal_count=1296 101 1195 87 1173 146 is_linear=0 shrinkage=0.1 Tree=441 num_leaves=7 num_cat=0 split_feature=21 19 21 19 9 19 split_gain=0.242906 0.572892 0.395477 0.771796 0.85128 0.653147 threshold=0.10112863300000001 0.86773401080000012 0.87373435645000008 0.36889079640000005 7.9966239479282715 0.27627033375000004 decision_type=8 10 8 10 8 10 left_child=-1 2 5 4 -4 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=0.048474986620996002 0.022316113852638153 0.079065963240451953 0.002186884557047318 0.076199427747101839 -0.08103597795632167 -0.042644508219253877 leaf_weight=1.0357426195114383 2.2078812938270858 0.88808895601687154 35.902904048329219 1.3540052459284186 1.2726676372112695 5.1770014232606627 leaf_count=18 36 24 1087 17 31 83 internal_value=0.000574517 -0.000485522 -0.00202423 0.0020389 -0.000662165 -0.023223 internal_weight=47.8383 46.8025 45.9145 38.5296 37.1756 7.38488 internal_count=1296 1278 1254 1135 1118 119 is_linear=0 shrinkage=0.1 Tree=442 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 20 split_gain=0.221287 1.1257 0.61327 0.763788 1.25317 0.894622 threshold=0.13677124340000005 0.22328597830000005 0.23075891465000004 0.58224510985000011 0.53304821750000009 0.25585955535000005 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.030140474101233734 -0.10953623052667234 0.090802382654182112 -0.09524758076234395 -0.036806387240592257 0.084843883828185127 0.0025526861236731934 leaf_weight=2.2167685639175261 0.95578510443317555 0.73485490287339417 0.96542043327463034 5.2591124099388926 1.8219173571173986 29.997361675832284 leaf_count=21 15 3 19 56 11 1171 internal_value=-0.000608387 -0.00232385 0.000318631 -0.00142915 0.00424584 -0.000496729 internal_weight=41.9512 39.7345 38.7787 38.0438 32.7847 30.9628 internal_count=1296 1275 1260 1257 1201 1190 is_linear=0 shrinkage=0.1 Tree=443 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 19 split_gain=0.249321 0.30437 0.834655 0.31221 0.633705 1.22434 threshold=0.22032349530000003 0.88996081115000014 0.82153055920000007 0.31373009000000007 0.71060121615000005 0.22328597830000005 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.029246063642905107 -0.033416845650847217 -0.048172628862913985 0.097642573634400515 0.031893489189611192 0.0015192232612906203 -0.094889795337394833 leaf_weight=2.7641262248325802 2.488755581669011 1.19622902510764 0.9119449983118092 6.4632203952796772 35.658839497959889 1.3677688916191062 leaf_count=42 35 18 5 52 1123 21 internal_value=-4.06273e-05 0.00163816 0.00290889 0.00102993 0.00300119 -0.00204214 internal_weight=50.8509 48.0868 46.8905 45.9786 43.4898 37.0266 internal_count=1296 1254 1236 1231 1196 1144 is_linear=0 shrinkage=0.1 Tree=444 num_leaves=7 num_cat=0 split_feature=1 20 0 0 19 8 split_gain=0.0282857 1.58047e-11 6.60177e-12 6.3794e-12 2.47742e-12 1.0047e-12 threshold=1.0000000180025095e-35 0.15294678395000003 0.00033650000000000005 5.1000000000000006e-05 0.22328597830000005 7.4050080021597227 decision_type=8 10 8 10 10 8 left_child=1 -1 3 -2 -3 -4 right_child=2 4 5 -5 -6 -7 leaf_value=0.075010183857783075 -0.075002201217279518 0.07500662764694184 -0.075002101921854691 -0.075012770060813944 0.075004044484556762 -0.075003558606726028 leaf_weight=0.0075695593259297303 0.0010116974526681579 0.0051372446177992961 0.01501111067580041 0.0013114466491970234 0.013389558123890311 0.0069164681196980373 leaf_count=14 63 16 981 5 71 146 internal_value=0.00275116 0.0750063 -0.0750031 -0.0750082 0.0750048 -0.0750026 internal_weight=0.0503471 0.0260964 0.0242507 0.00232314 0.0185268 0.0219276 internal_count=1296 101 1195 68 87 1127 is_linear=0 shrinkage=0.1 Tree=445 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 20 split_gain=0.249319 1.0067 0.612394 0.572095 0.42242 0.448512 threshold=0.77986809455000017 0.27627033375000004 0.47028574890000002 0.67806301170000005 0.21836662080000005 0.34586573865000009 decision_type=10 8 8 10 10 8 left_child=1 -1 -3 4 -4 -6 right_child=-2 2 3 -5 5 -7 leaf_value=0.077529289911621418 -0.025006333481703981 -0.080977001276965638 0.0020770517291553536 0.071547859794765356 -0.086257306565363637 -0.0018837118540687458 leaf_weight=1.7249765167871371 3.5214799585846768 0.92275089572285651 37.820828742827871 1.130600727177806 1.149761947293882 1.393763575364573 leaf_count=36 36 27 1131 21 14 31 internal_value=0.000600081 0.00264283 -0.000402533 0.00138925 -0.000575879 -0.0400235 internal_weight=47.6642 44.1427 42.4177 41.495 40.3644 2.54353 internal_count=1296 1260 1224 1197 1176 45 is_linear=0 shrinkage=0.1 Tree=446 num_leaves=7 num_cat=0 split_feature=21 19 21 21 21 19 split_gain=0.384773 0.941558 0.369392 0.600006 0.522988 0.414995 threshold=0.034219413850000012 0.90442090275000009 0.17515917035000003 0.29446832075000001 0.33156527450000001 0.13677124340000005 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=0.077346387423036539 -0.051559709199639564 -0.10644152707275152 0.048197891323260557 -0.090045660920913526 0.04555613005664795 -0.0021552068717776694 leaf_weight=0.62363193411897555 1.3229017053679397 0.84215209484614106 2.6398854546616803 0.65045958022085415 1.9279861014179003 33.496510357622242 leaf_count=6 24 19 21 8 11 1207 internal_value=-0.00060976 -0.001799 0.000402048 0.0021776 -0.00119006 0.000441493 internal_weight=41.5035 40.8799 40.0377 38.7148 36.075 35.4245 internal_count=1296 1290 1271 1247 1226 1218 is_linear=0 shrinkage=0.1 Tree=447 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 21 split_gain=0.275872 0.365608 0.449041 0.692037 0.73736 0.598455 threshold=0.090384911050000016 0.23075891465000004 0.79922031560000006 0.36889079640000005 0.48125046350000006 0.41182815395000005 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.059381975214986761 -0.041237617946135924 0.057677502261936943 -0.045088405372375837 -0.084201134297052838 0.040802201054001584 -0.0015196157332829014 leaf_weight=0.76866982589672261 2.1587138565964779 2.1948135358052241 2.0375303369138456 1.0128075404595618 3.6573855069273122 38.648470850362855 leaf_count=12 27 15 22 21 33 1166 internal_value=-6.80233e-05 -0.000987309 0.000839969 0.00289607 0.000120479 0.00213915 internal_weight=50.4784 49.7097 47.551 45.5135 43.3187 42.3059 internal_count=1296 1284 1257 1235 1220 1199 is_linear=0 shrinkage=0.1 Tree=448 num_leaves=7 num_cat=0 split_feature=1 20 4 19 8 5 split_gain=0.026361 1.30176e-11 7.33837e-12 2.86655e-12 6.76301e-13 7.45796e-13 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 0.22328597830000005 7.4050080021597227 7875.0000000000009 decision_type=8 10 8 10 8 8 left_child=1 -1 -2 -3 -4 -6 right_child=2 3 4 -5 5 -7 leaf_value=0.075009682193081226 -0.075010261306680842 0.075006586450862833 -0.075002058720767109 0.075003768433509546 -0.075005758970160596 -0.0750028165118444 leaf_weight=0.0070789252058602861 0.0012678478815359986 0.0051104690282954826 0.014821844396124106 0.01229201904789079 0.0010267934771945866 0.0053472912804863881 leaf_count=14 22 16 1027 71 21 125 internal_value=0.00322518 0.0750061 -0.0750029 0.0750046 -0.0750024 -0.0750033 internal_weight=0.0469452 0.0244814 0.0224638 0.0174025 0.0211959 0.00637408 internal_count=1296 101 1195 87 1173 146 is_linear=0 shrinkage=0.1 Tree=449 num_leaves=7 num_cat=0 split_feature=21 19 20 20 20 19 split_gain=0.235939 0.522806 0.354559 0.644047 0.299126 0.501197 threshold=0.21159832495000003 0.10251311555000002 0.83432334365000005 0.69410890325000019 0.65821364045000019 0.63214649220000008 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.030892473217952 -0.083160386521876448 0.0016861710068176981 0.051040314220729077 -0.08238289839443462 0.067029403329598516 -0.057377805906880665 leaf_weight=2.4369211534176429 0.76237966411281377 39.813569461199222 1.3386717511166342 0.9559309493706668 0.66763148456811805 1.490473699846915 leaf_count=39 9 1170 19 14 6 39 internal_value=0.000586107 -0.00105405 0.00036003 -0.0012204 0.000628122 -0.000445177 internal_weight=47.4656 45.0287 44.2663 42.9276 41.9717 41.304 internal_count=1296 1257 1248 1229 1215 1209 is_linear=0 shrinkage=0.1 Tree=450 num_leaves=7 num_cat=0 split_feature=0 5 5 5 3 2 split_gain=0.198911 0.510096 0.372525 0.366923 1.14714 0.443036 threshold=0.0012470000000000001 108.50000000000001 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.028315832089018285 0.034870576622262589 0.043618904436493133 -0.0802385256299811 -0.079353902530857418 0.035350174199827611 -0.0018978643294699938 leaf_weight=2.2444078818555218 0.35611748951487143 1.8448430225253094 1.335509101161733 1.8241501711308945 3.5747796511277548 29.918841390586749 leaf_count=179 55 13 104 102 64 779 internal_value=-0.000629831 -0.00230187 -0.056006 0.000142718 -0.00212828 0.00207762 internal_weight=41.0986 38.8542 1.69163 37.1626 35.3178 33.4936 internal_count=1296 1117 159 958 945 843 is_linear=0 shrinkage=0.1 Tree=451 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 19 split_gain=0.26053 0.277451 0.82751 1.13683 0.658836 0.680456 threshold=0.22032349530000003 0.88996081115000014 0.71761699185000005 0.57317364400000004 0.59649699155000013 0.34182378015000009 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.030446218618409456 0.044797717477896515 -0.047211908000655341 0.054753092277628201 -0.083696281218714128 0.00096328806127813195 -0.084591467935268075 leaf_weight=2.6681217241911099 3.3950447701722624 1.133439063996774 2.8822639921527289 1.5854640237440651 37.469593016930048 0.95328484066885621 leaf_count=42 42 18 17 27 1128 22 internal_value=-4.16496e-05 0.00166912 0.00286611 -0.000579516 0.00257173 -0.00115935 internal_weight=50.0872 47.4191 46.2857 43.4034 41.8179 38.4229 internal_count=1296 1254 1236 1219 1192 1150 is_linear=0 shrinkage=0.1 Tree=452 num_leaves=7 num_cat=0 split_feature=1 20 4 19 8 4 split_gain=0.0244689 1.03967e-11 5.81895e-12 2.48583e-12 5.49246e-13 5.42551e-13 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 0.22328597830000005 7.4050080021597227 126.00000000000001 decision_type=8 10 8 10 8 10 left_child=1 -1 -2 -3 5 -4 right_child=2 3 4 -5 -6 -7 leaf_value=0.075009055074611641 -0.075009500999583673 0.07500624745263007 -0.075003755228646732 0.075003539522787391 -0.075003059586002979 -0.075001691685355268 leaf_weight=0.0065872385603142894 0.0011741968555725171 0.0048239178504445581 0.001421728535206058 0.011404160151869291 0.0059064940726329942 0.012273050843504052 leaf_count=14 22 16 53 71 146 974 internal_value=0.00351137 0.0750057 -0.0750027 0.0750043 -0.0750023 -0.0750019 internal_weight=0.0435908 0.0228153 0.0207755 0.0162281 0.0196013 0.0136948 internal_count=1296 101 1195 87 1173 1027 is_linear=0 shrinkage=0.1 Tree=453 num_leaves=7 num_cat=0 split_feature=15 14 3 3 9 9 split_gain=0.234099 0.324568 0.322371 0.591671 0.441605 0.3678 threshold=4.5000000000000009 3.5000000000000004 15.500000000000002 39.000000000000007 7.9670524813829227 6.1105046267509833 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0030158310580677642 -0.053122110233557923 0.082389152174712404 0.075088814393106787 -0.0122513751375029 -0.062079189960604533 0.022164351409620114 leaf_weight=34.36787684232695 1.4456601584097359 0.20136744342744339 1.6064771918463514 1.4996963085141031 1.1318011004477728 6.9788200900075017 leaf_count=650 171 9 65 63 24 314 internal_value=0.000483174 -0.0365544 0.00182138 0.03292 -0.000452652 0.00123428 internal_weight=47.2317 1.64703 45.5847 3.10617 42.4785 41.3467 internal_count=1296 180 1116 128 988 964 is_linear=0 shrinkage=0.1 Tree=454 num_leaves=7 num_cat=0 split_feature=5 0 4 4 4 4 split_gain=0.196551 0.309073 0.565073 0.332538 0.749519 1.03435 threshold=59.000000000000007 0.0012470000000000001 115.00000000000001 163.00000000000003 168.50000000000003 183.00000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075723247871347224 0.038424895981666637 -0.081572780092676933 0.056684683391299354 -0.08717792520992805 0.12701926495963231 -0.001574405774641476 leaf_weight=0.3453201928301145 1.9941294938325871 0.87117165513336559 1.0035382207715873 0.99696632102131744 0.63698053359985252 34.716801445109013 leaf_count=221 12 20 56 31 1 955 internal_value=-0.000600672 4.43212e-05 -0.0019579 -0.000101133 -0.00166882 0.000742508 internal_weight=40.5649 40.2196 38.2255 37.3543 36.3507 35.3538 internal_count=1296 1075 1063 1043 987 956 is_linear=0 shrinkage=0.1 Tree=455 num_leaves=7 num_cat=0 split_feature=10 5 6 2 16 3 split_gain=0.250364 0.518146 0.400343 0.340181 0.476311 0.40095 threshold=35.000000000000007 4389.0000000000009 84.083940775398517 17.500000000000004 1.0000000180025095e-35 7.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.00033844777569168143 0.050329756308748398 0.046242789831687905 -0.069556902797163062 0.058064101074948853 -0.061342152992824285 0.047465187851672017 leaf_weight=42.496989185843177 0.97014567267615248 0.36062590405344908 1.734409866032365 1.0292829371028336 1.2343843965645636 1.8301217046100635 leaf_count=724 141 9 193 58 122 49 internal_value=2.80332e-05 -0.000974312 -0.0496239 0.0012133 -7.10191e-05 0.00163521 internal_weight=49.656 48.6858 2.09504 46.5908 45.5615 44.3271 internal_count=1296 1155 202 953 895 773 is_linear=0 shrinkage=0.1 Tree=456 num_leaves=7 num_cat=0 split_feature=1 20 4 19 0 0 split_gain=0.0225638 8.23437e-12 4.7061e-12 1.97698e-12 4.52248e-13 8.68721e-13 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 0.22328597830000005 4.9691275000000017 0.59802700000000009 decision_type=8 10 8 10 10 10 left_child=1 -1 -2 -3 5 -4 right_child=2 3 4 -5 -6 -7 leaf_value=0.075008377537461132 -0.07500884067252353 0.075005781505244395 -0.075002193201809259 0.075003269818336771 -0.075001467898355406 -0.075005194136363307 leaf_weight=0.006093104137107729 0.001092411384888691 0.004462505668925588 0.0097481519718201071 0.010524940302275354 0.0072128411418361784 0.0010705863178941408 leaf_count=14 22 16 772 71 296 105 internal_value=0.00365148 0.0750053 -0.0750025 0.075004 -0.0750021 -0.0750025 internal_weight=0.0402045 0.0210806 0.019124 0.0149874 0.0180316 0.0108187 internal_count=1296 101 1195 87 1173 877 is_linear=0 shrinkage=0.1 Tree=457 num_leaves=7 num_cat=0 split_feature=13 7 9 4 2 6 split_gain=0.222027 0.263292 0.534541 0.374364 0.419058 0.369461 threshold=49199.500000000007 75.326268389776843 6.4717591853635588 2133.0000000000005 8.5000000000000018 84.576699671557861 decision_type=10 10 10 10 10 10 left_child=1 5 -3 -4 -5 -1 right_child=-2 2 3 4 -6 -7 leaf_value=0.0039530573749969487 -0.048556652934659404 -0.015163794649237727 0.083425074614762798 -0.078482924349313934 0.037486942949091849 -0.018370720562278283 leaf_weight=29.649944131913799 0.90692680265055869 2.5472443103790274 1.4761033074464651 0.37038893625140223 1.9627843076013958 9.8854094141279329 leaf_count=641 79 30 143 7 170 226 internal_value=0.000440101 0.00140839 0.0202985 0.0440119 0.0190768 -0.00162877 internal_weight=46.7988 45.8919 6.35652 3.80928 2.33317 39.5354 internal_count=1296 1217 350 320 177 867 is_linear=0 shrinkage=0.1 Tree=458 num_leaves=7 num_cat=0 split_feature=21 19 21 21 20 19 split_gain=0.332616 0.845665 0.294268 0.560961 0.445819 0.74998 threshold=0.034219413850000012 0.90442090275000009 0.17515917035000003 0.29446832075000001 0.81564758060000009 0.88996081115000014 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.073527181335688835 -0.046249150400758395 -0.10399619682881255 0.047141476624221634 -0.00052825690478468972 -0.045599469641065732 0.11330137132878233 leaf_weight=0.59537829521809726 1.3109311266713346 0.79309564944389777 2.5589469085842325 32.051840314226183 2.1388801564631867 0.58945911785985927 leaf_count=6 24 19 21 1206 18 2 internal_value=-0.000658771 -0.00177858 0.000318918 0.00195387 -0.00137081 0.00152736 internal_weight=40.0385 39.4432 38.6501 37.3391 34.7802 32.6413 internal_count=1296 1290 1271 1247 1226 1208 is_linear=0 shrinkage=0.1 Tree=459 num_leaves=7 num_cat=0 split_feature=9 9 9 8 0 8 split_gain=0.239311 0.445984 0.427495 1.21035 1.18347 1.10183 threshold=7.8465803564189374 7.5630913137471625 6.0865556372042251 5.2927476730057128 0.068115000000000023 4.939271738043824 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -4 right_child=-2 -3 5 -5 -6 -7 leaf_value=0.0061592810830821774 -0.032152609694564273 0.043705363198097216 0.071469456919528704 0.046028702917409091 -0.037743434393572271 -0.049853689954895475 leaf_weight=25.989395061160678 2.1960464899166245 2.3901251195347859 0.91316774860024352 5.5814410267630583 8.0393990960437787 4.1527718526194803 leaf_count=379 326 151 7 127 156 150 internal_value=0.000114351 0.00161988 -0.000631644 0.00286663 -0.00421286 -0.0279844 internal_weight=49.2623 47.0663 44.6762 39.6102 34.0288 5.06594 internal_count=1296 970 819 662 535 157 is_linear=0 shrinkage=0.1 Tree=460 num_leaves=7 num_cat=0 split_feature=1 20 4 19 0 0 split_gain=0.0209411 6.64669e-12 3.67199e-12 1.60695e-12 3.61636e-13 7.73099e-13 threshold=1.0000000180025095e-35 0.15294678395000003 109.00000000000001 0.22328597830000005 4.9691275000000017 0.59802700000000009 decision_type=8 10 8 10 10 10 left_child=1 -1 -2 -3 5 -4 right_child=2 3 4 -5 -6 -7 leaf_value=0.075007803509726675 -0.075008158933998897 0.075005392251546177 -0.075002031964847185 0.075003046379755009 -0.075001375678425297 -0.075004958998126411 leaf_weight=0.0056759578001219771 0.0010084225214086464 0.0041587876039557168 0.0089897057930556912 0.0098037337411369663 0.0066872783265807803 0.0010030411188495245 leaf_count=14 22 16 772 71 296 105 internal_value=0.00391964 0.0750049 -0.0750023 0.0750037 -0.0750019 -0.0750023 internal_weight=0.0373269 0.0196385 0.0176884 0.0139625 0.01668 0.00999275 internal_count=1296 101 1195 87 1173 877 is_linear=0 shrinkage=0.1 Tree=461 num_leaves=7 num_cat=0 split_feature=0 4 4 5 4 0 split_gain=0.220028 1.47913 1.46679 0.468825 1.2192 1.15503 threshold=5.1000000000000006e-05 163.00000000000003 109.00000000000001 59.000000000000007 126.00000000000001 0.33931250000000007 decision_type=8 10 8 8 8 10 left_child=1 -1 -2 5 -5 -4 right_child=2 -3 3 4 -6 -7 leaf_value=0.08059101365310041 -0.11138904595527327 -0.081871834400736893 0.095257617166640676 -0.060177378127909999 0.0041380617908594389 -0.046062433845938992 leaf_weight=1.7525410684211231 1.1804152727127064 0.82383055984973896 1.5844577383249991 3.2033432684838763 36.895105140923988 0.91079234704375256 leaf_count=160 2 4 35 31 1044 20 internal_value=0.0002414 0.0286413 -0.0014301 0.00161723 -0.000999903 0.0436743 internal_weight=46.3505 2.57637 43.7741 42.5937 40.0984 2.49525 internal_count=1296 164 1132 1130 1075 55 is_linear=0 shrinkage=0.1 Tree=462 num_leaves=7 num_cat=0 split_feature=0 4 3 6 9 3 split_gain=0.190645 0.400627 0.422208 0.4646 0.28311 0.570871 threshold=60.179807500000003 65648.500000000015 75.000000000000014 126.71934576237059 7.9626455940124581 14.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0002575434187968686 0.050077153047777358 -0.080201599665756115 0.076488219914060407 -0.074416640411845272 0.037978278111104317 -0.078638795633314412 leaf_weight=33.954465060993812 0.7330291944090267 0.63462719111703236 0.70663454383611579 0.85472248098812897 1.8785931741585944 0.94257499460945737 leaf_count=1054 14 23 35 42 78 50 internal_value=-0.00044778 -0.00139812 -9.36129e-05 -0.00153169 0.000162268 -0.00187346 internal_weight=39.7046 38.9716 38.337 37.6304 36.7756 34.897 internal_count=1296 1282 1259 1224 1182 1104 is_linear=0 shrinkage=0.1 Tree=463 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 19 split_gain=0.252004 0.345218 0.400535 0.617656 0.673116 0.483239 threshold=0.090384911050000016 0.23075891465000004 0.79922031560000006 0.36889079640000005 0.48125046350000006 0.57317364400000004 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.058715465442572307 -0.040418088826831872 0.056058137739496396 -0.0433074264706391 -0.083845997586884422 0.062923414014470519 0.00034123139016203061 leaf_weight=0.72337130576943309 2.0980284708954287 2.0920053239260596 1.948029847028123 0.92781797907264263 1.2735024855205663 39.620642439388121 leaf_count=12 27 15 22 21 16 1183 internal_value=0.000132358 -0.000751239 0.00106338 0.00303168 0.000379205 0.00229013 internal_weight=48.6834 47.96 45.862 43.914 41.822 40.8941 internal_count=1296 1284 1257 1235 1220 1199 is_linear=0 shrinkage=0.1 Tree=464 num_leaves=7 num_cat=0 split_feature=1 20 0 19 21 8 split_gain=0.0199879 6.7399e-12 2.36073e-12 1.59742e-12 3.37119e-13 3.1011e-13 threshold=1.0000000180025095e-35 0.15294678395000003 0.00033650000000000005 0.22328597830000005 0.26539142955000006 7.4050080021597227 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 -3 -5 -4 right_child=2 3 5 4 -6 -7 leaf_value=0.075007815764153524 -0.075005834194539434 0.07500536598668725 -0.075001450581658566 0.075003886131271555 0.075002618377480845 -0.075002437313404391 leaf_weight=0.0056756229896564028 0.0015763535898258843 0.0041459569547441788 0.010074230252939744 0.0030714185159013141 0.0066153942643722985 0.004657580383536696 leaf_count=14 68 16 981 16 55 146 internal_value=0.00670298 0.0750049 -0.0750022 0.0750037 0.075003 -0.0750018 internal_weight=0.0358166 0.0195084 0.0163082 0.0138328 0.00968681 0.0147318 internal_count=1296 101 1195 87 71 1127 is_linear=0 shrinkage=0.1 Tree=465 num_leaves=7 num_cat=0 split_feature=20 21 19 19 19 21 split_gain=0.311311 0.244624 1.94569 0.703446 0.578377 0.572961 threshold=0.12034484320000001 0.53304821750000009 0.23075891465000004 0.57317364400000004 0.23075891465000004 0.89547868850000012 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.065376661717526763 0.15722527225971453 -0.068355722929093463 -0.07985673523748707 0.0010878853756756937 -0.02603520186523155 0.057290753805572484 leaf_weight=0.72258356118982192 0.79086595213448163 1.7331923669189553 1.1050199761084512 37.794778076397051 2.4907420868476042 1.2340723200759383 leaf_count=15 21 14 31 1153 48 14 internal_value=0.000258063 -0.00078413 0.00194548 -0.00121149 -0.0206338 0.00157161 internal_weight=45.8713 45.1487 39.6907 38.8998 5.45801 3.72481 internal_count=1296 1281 1205 1184 76 62 is_linear=0 shrinkage=0.1 Tree=466 num_leaves=7 num_cat=0 split_feature=5 0 4 4 4 4 split_gain=0.181299 0.269732 0.546063 0.27576 0.699205 0.890339 threshold=59.000000000000007 0.0012470000000000001 115.00000000000001 163.00000000000003 168.50000000000003 183.00000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075693832888747675 0.036438828135285199 -0.081291600156825128 0.053283672638032166 -0.086352658988160649 0.11999679272456309 -0.0011890318993011612 leaf_weight=0.31779939326548756 1.9453494101762761 0.84370007365941901 0.94904934708028932 0.94164584949612518 0.61736708879470725 33.667292972000723 leaf_count=221 12 20 56 31 1 955 internal_value=-0.000469656 0.000143883 -0.00176341 9.13826e-05 -0.0013417 0.000993173 internal_weight=39.2822 38.9644 37.0191 36.1754 35.2263 34.2847 internal_count=1296 1075 1063 1043 987 956 is_linear=0 shrinkage=0.1 Tree=467 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 20 split_gain=0.233168 0.243876 0.736152 1.05911 0.54523 0.622664 threshold=0.22032349530000003 0.88996081115000014 0.71761699185000005 0.57317364400000004 0.59649699155000013 0.48973562925000008 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.028922227782046672 0.042041832569325588 -0.044979144832656165 0.052738849676787908 -0.083058107550903107 0.0017904404647284414 -0.06697707953609193 leaf_weight=2.6121346153269087 3.237603905667811 1.0878002371114224 2.7831152559811008 1.4938856050567881 35.53157740144934 1.3673705975761539 leaf_count=42 42 18 17 27 1137 13 internal_value=0.000132424 0.00180039 0.00294614 -0.000382649 0.00269454 -0.000757889 internal_weight=48.1135 45.5014 44.4136 41.6304 40.1366 36.8989 internal_count=1296 1254 1236 1219 1192 1150 is_linear=0 shrinkage=0.1 Tree=468 num_leaves=7 num_cat=0 split_feature=2 20 19 0 8 21 split_gain=0.0187611 6.3177e-12 2.09495e-12 1.88715e-12 2.4252e-13 2.30803e-13 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 0.00033650000000000005 7.4050080021597227 0.26539142955000006 decision_type=8 10 8 8 8 10 left_child=1 -1 -3 -2 -5 -4 right_child=3 2 5 4 -6 -7 leaf_value=0.075007685154610232 -0.07500541600373016 0.075005483441517293 0.075003537779893187 -0.075001346424535709 -0.075002253645017447 0.075002435842781684 leaf_weight=0.0055325041321339077 0.0014598336956623834 0.0042367794958408922 0.0027627170238702092 0.0093282285742191124 0.0043071384851600661 0.0060922528900846373 leaf_count=14 68 16 16 981 146 55 internal_value=0.00785123 0.0750049 0.0750037 -0.075002 -0.0750016 0.0750028 internal_weight=0.0337195 0.0186243 0.0130917 0.0150952 0.0136354 0.00885497 internal_count=1296 101 87 1195 1127 71 is_linear=0 shrinkage=0.1 Tree=469 num_leaves=7 num_cat=0 split_feature=20 19 20 20 20 20 split_gain=0.243713 0.23577 0.289578 0.538759 0.650365 0.423242 threshold=0.12034484320000001 0.10251311555000002 0.83432334365000005 0.76872615085000018 0.67806301170000005 0.64247171095000011 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.056873567127118732 -0.054706328667019126 -0.00010832343918318935 0.04615832405901063 -0.081126294304421462 0.086374728316152644 -0.079944376741263729 leaf_weight=0.74652412366413046 0.79510760357516119 40.358496754721273 1.3317037397573575 0.82692284529548388 0.86143888019432679 0.67514227746869337 leaf_count=15 13 1214 22 12 14 6 internal_value=0.000206272 -0.000736975 0.000237096 -0.00119433 0.000383361 -0.0014219 internal_weight=45.5953 44.8488 44.0537 42.722 41.8951 41.0336 internal_count=1296 1281 1268 1246 1234 1220 is_linear=0 shrinkage=0.1 Tree=470 num_leaves=7 num_cat=0 split_feature=9 0 0 0 0 0 split_gain=0.174498 0.642376 1.41779 0.569831 0.760105 0.721546 threshold=5.6936226724332188 20.176897000000004 0.0031780000000000007 0.084130500000000011 2.7156310000000006 0.043260000000000007 decision_type=8 10 10 8 8 10 left_child=1 2 -1 5 -5 -2 right_child=3 -3 -4 4 -6 -7 leaf_value=0.023267987414636069 -0.0077724705238648023 0.031941039936225928 -0.079592337141529246 -0.076803517628094134 0.0016223959180001115 0.083518350451181694 leaf_weight=2.4663917965668238 1.624085260729774 2.1567525267601013 2.9343013142934069 1.2964490772792512 26.425233558518812 1.8542862943140788 leaf_count=180 98 29 254 360 347 28 internal_value=-0.000560585 -0.0141941 -0.032618 0.00274179 -0.00204532 0.0408938 internal_weight=38.7575 7.55745 5.40069 31.2001 27.7217 3.47837 internal_count=1296 463 434 833 707 126 is_linear=0 shrinkage=0.1 Tree=471 num_leaves=7 num_cat=0 split_feature=10 5 9 0 2 16 split_gain=0.220835 0.47316 0.393087 0.316307 0.288924 0.431382 threshold=35.000000000000007 4389.0000000000009 6.0436561408275784 1.3962115000000002 18.500000000000004 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -2 5 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=0.0018600883525529341 -0.075434740453486498 0.019547515318822112 -0.079215025117902557 0.076019947291421849 0.058358572224275089 -0.060186555455434512 leaf_weight=42.924575486246454 0.1684532689396282 0.57714126445352931 1.3356224054514312 0.76009686989709735 0.87231103121302922 1.1505705641320663 leaf_count=778 95 15 187 46 41 134 internal_value=0.000252299 -0.000704611 -0.0494152 0.0485437 0.0013683 0.000240376 internal_weight=47.7888 46.8602 1.91276 0.92855 44.9475 44.0751 internal_count=1296 1155 202 141 953 912 is_linear=0 shrinkage=0.1 Tree=472 num_leaves=7 num_cat=0 split_feature=1 20 19 4 20 4 split_gain=0.0174591 5.97014e-12 1.55545e-12 1.45795e-12 2.46203e-13 2.44499e-13 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 126.00000000000001 0.69410890325000019 2689.5000000000005 decision_type=8 10 8 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075007443596291912 -0.075004540040689752 0.075005087497322556 0.075002195883478034 -0.075000974569655918 0.075003289526025016 -0.075001876842875126 leaf_weight=0.0053365944040706373 0.0017654105367910242 0.0038996292860247195 0.0047484272217843682 0.0055391227608936342 0.0036336645316623617 0.0065602917765090743 leaf_count=14 75 16 47 590 24 530 internal_value=0.00894345 0.0750047 0.0750034 -0.0750019 0.0750027 -0.0750015 internal_weight=0.0314831 0.0176183 0.0122817 0.0138648 0.00838209 0.0120994 internal_count=1296 101 87 1195 71 1120 is_linear=0 shrinkage=0.1 Tree=473 num_leaves=7 num_cat=0 split_feature=0 0 0 5 0 0 split_gain=0.206801 1.21329 0.873439 1.14931 1.08378 0.824429 threshold=5.1000000000000006e-05 0.0031780000000000007 0.037647000000000007 3253.0000000000005 0.046666000000000006 0.055514500000000008 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.028641796499288344 -0.078582461111655053 0.084479576208526794 -0.060964136206613444 -0.07112070269772261 0.075678344350554524 -0.00032233778681450039 leaf_weight=2.4068035408799906 1.9482144434005011 2.4235787785146381 2.8739360021427265 0.59031919622793783 1.490909557789563 33.459442782972474 leaf_count=164 20 157 26 12 34 883 internal_value=0.000120283 -0.0014841 0.00219393 0.0540028 -0.00193428 0.00291969 internal_weight=45.1932 42.7864 40.8382 3.0139 37.8243 34.9504 internal_count=1296 1132 1112 169 943 917 is_linear=0 shrinkage=0.1 Tree=474 num_leaves=7 num_cat=0 split_feature=21 19 21 21 21 19 split_gain=0.303713 0.780788 0.26487 0.503355 0.385056 0.322017 threshold=0.034219413850000012 0.90442090275000009 0.17515917035000003 0.29446832075000001 0.33156527450000001 0.13677124340000005 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=0.071460448759582851 -0.044465747075267091 -0.10209301378732714 0.04572902832951474 -0.085730448887181454 0.04145002740739584 -0.0022539247705035841 leaf_weight=0.57657380501245825 1.2706207735507744 0.75862707247284689 2.4508475877172486 0.53071846552046509 1.783584894445539 30.789192221464702 leaf_count=6 24 19 21 8 11 1207 internal_value=-0.000567035 -0.00167202 0.000396746 0.00200002 -0.0012375 0.000139169 internal_weight=38.1602 37.5836 36.825 35.5543 33.1035 32.5728 internal_count=1296 1290 1271 1247 1226 1218 is_linear=0 shrinkage=0.1 Tree=475 num_leaves=7 num_cat=0 split_feature=10 9 9 9 9 6 split_gain=0.203559 0.421255 0.435324 0.401133 0.483042 1.24605 threshold=35.000000000000007 7.8465803564189374 7.9966239479282715 7.5630913137471625 6.3944237114723839 126.01722756410258 decision_type=10 10 8 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.0024283798340813886 0.048487671364333809 -0.076570660822019826 0.048487465108061685 0.045213815273072791 -0.08296006915110507 0.038645312411321311 leaf_weight=39.394836784425024 0.86198141943896089 1.3092403724876918 0.35350439930334698 1.9858051369665179 2.1845217182417396 1.3717208281159399 leaf_count=694 141 261 29 63 99 9 internal_value=0.000335441 -0.00055526 -0.0499829 0.00127365 -0.000757882 -0.0360542 internal_weight=47.4616 46.5996 1.66274 44.9369 42.9511 3.55624 internal_count=1296 1155 290 865 802 108 is_linear=0 shrinkage=0.1 Tree=476 num_leaves=7 num_cat=0 split_feature=1 20 19 4 20 4 split_gain=0.0163069 5.21947e-12 1.30546e-12 1.2699e-12 2.17958e-13 1.95682e-13 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 126.00000000000001 0.69410890325000019 2689.5000000000005 decision_type=8 10 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.07500709768671103 -0.075004334922088883 0.075004810132405203 0.07500207666892833 -0.075000902664176153 0.075003132774151937 -0.07500174409003868 leaf_weight=0.0050836565205827347 0.0016463093925267467 0.0036964931205147886 0.004496212783124065 0.0050919983087851515 0.0034563580302346963 0.0060450543149670457 leaf_count=14 75 16 47 590 24 530 internal_value=0.010037 0.0750044 0.0750033 -0.0750017 0.0750025 -0.0750014 internal_weight=0.0295161 0.0167327 0.0116491 0.0127834 0.00795257 0.0111371 internal_count=1296 101 87 1195 71 1120 is_linear=0 shrinkage=0.1 Tree=477 num_leaves=7 num_cat=0 split_feature=20 0 4 9 0 0 split_gain=0.205912 0.219392 1.24667 0.974212 0.921837 0.894904 threshold=0.12034484320000001 0.068115000000000023 395.00000000000006 6.0436561408275784 0.058236500000000004 15.032455500000003 decision_type=8 10 10 8 10 10 left_child=-1 4 5 -4 -2 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.051766851189044019 -0.0016262526861521302 0.07848220528041433 -0.048950026966235433 0.0078183942492076382 -0.076052555767717092 0.0039667312165063851 leaf_weight=0.75965121731860563 21.502196231083875 3.3985543278977302 4.3950963490642581 9.683374881191412 1.8037903308868397 3.0654050074517727 leaf_count=15 482 84 102 556 20 37 internal_value=0.000148581 -0.000745679 0.00678858 -0.00990389 -0.00738655 0.0431447 internal_weight=44.6081 43.8484 20.5424 14.0785 23.306 6.46396 internal_count=1296 1281 779 658 502 121 is_linear=0 shrinkage=0.1 Tree=478 num_leaves=7 num_cat=0 split_feature=5 2 4 3 4 2 split_gain=0.170601 0.399795 0.618187 0.462279 1.35752 0.70406 threshold=41149.000000000007 12.500000000000002 6106.0000000000009 6.5000000000000009 343.00000000000006 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.00096947523571446067 0.037262882466480976 -0.033505648697981082 0.058464306943775482 0.08093734622906823 -0.074782763602188537 -0.0034813106807326266 leaf_weight=24.461177291636865 1.1572803198359896 3.5739769514329955 1.8134082560427476 1.6208257824182499 2.6189522330532773 2.5301577657664893 leaf_count=458 45 308 57 19 221 188 internal_value=-0.00053913 -0.00173381 0.00170251 -0.00159331 -0.00635662 0.0294815 internal_weight=37.7758 36.6185 33.0445 31.2311 27.0801 4.15098 internal_count=1296 1251 943 886 679 207 is_linear=0 shrinkage=0.1 Tree=479 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 21 split_gain=0.243455 0.295586 0.354944 0.541974 0.624846 0.422058 threshold=0.090384911050000016 0.23075891465000004 0.79922031560000006 0.36889079640000005 0.48125046350000006 0.41182815395000005 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.058902879502263972 -0.038010654967912054 0.053751330013365822 -0.041296249303433598 -0.083491356308466796 0.036325791428202303 -0.00082239657926479496 leaf_weight=0.69802091939345701 2.0195592832710645 2.0049130428537865 1.8892247701515987 0.86707229479998205 3.3418241591014066 36.06408171435703 leaf_count=12 27 15 22 21 33 1166 internal_value=0.000286701 -0.000599167 0.00111149 0.00300652 0.000480282 0.00232796 internal_weight=46.8847 46.1867 44.1671 42.2779 40.273 39.4059 internal_count=1296 1284 1257 1235 1220 1199 is_linear=0 shrinkage=0.1 Tree=480 num_leaves=7 num_cat=0 split_feature=2 20 19 0 20 8 split_gain=0.0151794 4.8737e-12 1.13513e-12 1.05198e-12 1.69685e-13 1.18314e-13 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 0.00033650000000000005 0.69410890325000019 7.4050080021597227 decision_type=8 10 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075006863229170745 -0.075004465155873404 0.075004553208454228 0.075001941292703433 -0.0750010769018985 0.075002908628892556 -0.075001793493774394 leaf_weight=0.0048970870848279438 0.0011689195780490999 0.0034753770887618884 0.0041756190676096594 0.007251985303554421 0.0032054319599410519 0.0033769418007523191 leaf_count=14 68 16 47 981 24 146 internal_value=0.0107698 0.0750042 0.0750031 -0.0750016 0.0750024 -0.0750013 internal_weight=0.0275514 0.0157535 0.0108564 0.0117978 0.00738105 0.0106289 internal_count=1296 101 87 1195 71 1127 is_linear=0 shrinkage=0.1 Tree=481 num_leaves=7 num_cat=0 split_feature=8 4 4 2 4 15 split_gain=0.20208 0.359621 0.367268 0.573235 0.429026 0.62984 threshold=7.2680146144134401 7607.0000000000009 6106.0000000000009 11.500000000000002 2155.5000000000005 4.5000000000000009 decision_type=10 10 10 8 10 8 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0012268058272461226 -0.03035385717287838 0.041020686942293882 -0.086976666293154328 0.048379269638442933 0.077404809337389302 -0.034324512211721302 leaf_weight=36.008728296090339 2.0584993936354286 2.2079022520047138 1.0977523829787956 0.43760581756941985 1.6285123127745458 0.73102298588491965 leaf_count=792 80 176 10 62 147 29 internal_value=0.000239199 0.00173465 -0.000439079 -0.0483977 0.00148005 0.0427892 internal_weight=44.17 42.1115 39.9036 1.53536 38.3683 2.35954 internal_count=1296 1216 1040 72 968 176 is_linear=0 shrinkage=0.1 Tree=482 num_leaves=7 num_cat=0 split_feature=21 19 21 21 19 19 split_gain=0.270733 0.700239 0.218823 0.444599 0.235902 0.572108 threshold=0.034219413850000012 0.90442090275000009 0.17515917035000003 0.29446832075000001 0.76753877360000011 0.63214649220000008 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.06824083514667989 -0.040511673544580379 -0.10045206531655221 0.04339311017211156 -0.0033048223289599194 -0.035555689201842038 0.046026004382598143 leaf_weight=0.56348795343478741 1.2656893168365853 0.70292110045323752 2.3947335484347718 27.798184642522049 1.8888177377145883 2.5681270715037945 leaf_count=6 24 19 21 1192 12 22 internal_value=-0.000547117 -0.00160563 0.000328941 0.00182077 -0.00126571 0.000867164 internal_weight=37.182 36.6185 35.9156 34.6499 32.2551 30.3663 internal_count=1296 1290 1271 1247 1226 1214 is_linear=0 shrinkage=0.1 Tree=483 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 19 split_gain=0.208227 0.243465 0.710196 0.272254 0.391463 0.977787 threshold=0.22032349530000003 0.88996081115000014 0.82153055920000007 0.31373009000000007 0.71060121615000005 0.22328597830000005 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.027427035623303939 -0.033864463867763844 -0.04544709194723686 0.09498876311665666 0.027593998964173874 0.0022241800235998409 -0.090902616326661759 leaf_weight=2.5755412054652993 2.1030367987738146 1.062710523196073 0.82326081195787892 5.5872346735661722 32.989648249425727 1.1673378867135387 leaf_count=42 35 18 5 52 1123 21 internal_value=0.000204729 0.00183202 0.00300951 0.0012 0.00305541 -0.000958491 internal_weight=46.3088 43.7332 42.6705 41.8473 39.7442 34.157 internal_count=1296 1254 1236 1231 1196 1144 is_linear=0 shrinkage=0.1 Tree=484 num_leaves=7 num_cat=0 split_feature=1 20 19 0 21 8 split_gain=0.0140494 3.85669e-12 9.35018e-13 8.37112e-13 1.27611e-13 1.01399e-13 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 0.00033650000000000005 0.26539142955000006 7.4050080021597227 decision_type=8 10 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075006363675518495 -0.075004136758568721 0.075004253615083644 0.075002823810521341 -0.075000988683352338 0.07500189533265561 -0.075001678400371655 leaf_weight=0.0045362717937678107 0.0010838447769856438 0.0032320559257641435 0.0021670229398296215 0.0066941474675275012 0.0046711750565009424 0.0031272932591264171 leaf_count=14 68 16 16 981 55 146 internal_value=0.0108826 0.0750039 0.0750029 -0.0750015 0.0750022 -0.0750012 internal_weight=0.0255118 0.0146065 0.0100703 0.0109053 0.0068382 0.00982144 internal_count=1296 101 87 1195 71 1127 is_linear=0 shrinkage=0.1 Tree=485 num_leaves=7 num_cat=0 split_feature=21 19 20 20 21 19 split_gain=0.202748 0.76002 0.355143 0.309446 0.276134 0.945512 threshold=0.10112863300000001 0.88996081115000014 0.69410890325000019 0.65821364045000019 0.87373435645000008 0.36889079640000005 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.046151071754495114 -0.025607923704685811 0.099284857402221094 -0.039568254392366928 0.069166617880042497 -0.0011986632861750617 0.09878940737968564 leaf_weight=0.94407750848768046 4.1811604717240698 0.74706034161863399 2.431465461748302 0.63288756459951301 33.974236648151418 0.97281813522567873 leaf_count=18 81 21 38 6 1118 14 internal_value=0.000310307 -0.000697555 -0.00246784 -0.000199081 -0.00132105 0.0015847 internal_weight=43.8837 42.9396 42.1926 39.7611 39.1282 34.9471 internal_count=1296 1278 1257 1219 1213 1132 is_linear=0 shrinkage=0.1 Tree=486 num_leaves=7 num_cat=0 split_feature=0 4 5 6 9 2 split_gain=0.183075 0.348963 0.37235 0.396887 0.271075 0.617392 threshold=60.179807500000003 65648.500000000015 81431.500000000015 126.71934576237059 7.9626455940124581 11.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0010357776820605331 0.049882555392268421 -0.079728469592072942 0.07635147249241897 -0.073316421606120591 0.038428422385529494 -0.061469080646813751 leaf_weight=30.676843992895755 0.70473677082918484 0.56250447616912325 0.62193502148147572 0.75724679895210911 1.7314863519277413 1.6661058704048617 leaf_count=836 14 23 33 42 80 268 internal_value=-0.000594426 -0.00158212 -0.000342258 -0.00171166 -0.000120363 -0.00218408 internal_weight=36.7209 36.0161 35.4536 34.8317 34.0744 32.3429 internal_count=1296 1282 1259 1226 1184 1104 is_linear=0 shrinkage=0.1 Tree=487 num_leaves=7 num_cat=0 split_feature=19 19 20 21 20 20 split_gain=0.199493 0.413156 0.303865 0.838778 0.386254 0.344643 threshold=0.88996081115000014 0.82153055920000007 0.14216158170000001 0.22032349530000003 0.31373009000000007 0.71060121615000005 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=0.060014139691191029 -0.03416764543448169 0.059054717448311506 -0.089683040388097601 -0.045385044152415725 0.026061910799517765 -0.00084969554004919474 leaf_weight=0.82262586279557581 1.6316907098876061 1.2104976064510982 1.0483714837901628 1.7280666614778963 5.5325298641921563 34.023649125597871 leaf_count=14 24 9 28 25 52 1144 internal_value=0.000172461 0.00143543 -0.000180784 -0.00135052 0.000892597 0.0029143 internal_weight=45.9974 44.3657 43.1552 42.3326 41.2842 39.5562 internal_count=1296 1272 1263 1249 1221 1196 is_linear=0 shrinkage=0.1 Tree=488 num_leaves=7 num_cat=0 split_feature=1 20 19 0 19 8 split_gain=0.0130794 3.36296e-12 6.98796e-13 6.7033e-13 1.08491e-13 8.13195e-14 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 0.00033650000000000005 0.7589218281000002 7.4050080021597227 decision_type=8 8 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075006043512405696 -0.075003841165236687 0.075003944734885822 0.07500174423051939 -0.075000916965876796 0.075002575914413269 -0.07500156046725559 leaf_weight=0.0043165957977180369 0.0010064492560104563 0.0029621316498378292 0.0037756248602818232 0.00619434913946293 0.0026830984861589968 0.0028753883733543253 leaf_count=14 68 16 50 981 21 146 internal_value=0.0115326 0.0750037 0.0750027 -0.0750014 0.0750021 -0.0750011 internal_weight=0.0238136 0.0137375 0.00942085 0.0100762 0.00645872 0.00906974 internal_count=1296 101 87 1195 71 1127 is_linear=0 shrinkage=0.1 Tree=489 num_leaves=7 num_cat=0 split_feature=20 21 21 20 20 20 split_gain=0.199513 0.211278 0.592826 0.299023 0.412668 0.560967 threshold=0.12034484320000001 0.66628189800000015 0.87373435645000008 0.67806301170000005 0.48973562925000008 0.29582734870000005 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.051103769069245714 -0.00083612849344058397 -0.062581026295230976 0.015897565632228234 0.038861047642616081 -0.054310596921214122 0.066372291806045924 leaf_weight=0.7587232203950407 34.342207788162341 1.9072983942478452 1.9432504856449666 2.038746200652894 1.3711984573346843 1.2885043085152563 leaf_count=15 1136 30 19 38 29 29 internal_value=0.000271926 -0.000627263 -0.0229754 0.00157691 -0.000477384 0.00159431 internal_weight=43.6499 42.8912 3.85055 39.0407 37.0019 35.6307 internal_count=1296 1281 49 1232 1194 1165 is_linear=0 shrinkage=0.1 Tree=490 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 20 split_gain=0.246139 0.345735 0.231981 0.40712 0.682437 0.5274 threshold=0.034219413850000012 0.17515917035000003 0.22032349530000003 0.26539142955000006 0.29446832075000001 0.81564758060000009 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.065682043049921562 -0.048112772468064273 0.045816152322630158 -0.081108953298874242 0.093108536631659453 0.0017900056071512031 -0.049663879888593304 leaf_weight=0.55357218564824962 1.5242797459121673 1.0964468770217193 0.62150386836268012 0.7782959087859922 29.607401851913782 2.1357675640396101 leaf_count=6 27 9 9 6 1218 21 internal_value=-0.000489002 -0.00151324 0.000561293 -0.000935843 0.000596311 -0.00167195 internal_weight=36.3173 35.7637 34.2394 33.143 32.5215 31.7432 internal_count=1296 1290 1263 1254 1245 1239 is_linear=0 shrinkage=0.1 Tree=491 num_leaves=7 num_cat=0 split_feature=4 4 0 4 2 5 split_gain=0.186795 2.1507 1.50573 1.42665 0.820912 0.726072 threshold=219.50000000000003 255.00000000000003 0.10875250000000002 183.00000000000003 3.5000000000000004 133.50000000000003 decision_type=8 8 8 10 8 10 left_child=3 -2 5 -1 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.0021959287806348634 0.113626957811075 0.0059558856671435081 0.081421201817774694 -0.10465866604557031 0.0026544135173156408 -0.083834029147669548 leaf_weight=10.305244224847909 1.6964417099952687 1.2844616882503022 1.3923818245530153 1.4218844491988409 26.612382633742527 3.013374604692217 leaf_count=313 4 17 9 32 727 194 internal_value=0.000122796 0.00387652 -0.00188726 -0.0107599 0.00657066 -0.0569992 internal_weight=45.7262 33.999 32.3026 11.7271 28.0048 4.29784 internal_count=1296 951 947 345 736 211 is_linear=0 shrinkage=0.1 Tree=492 num_leaves=7 num_cat=0 split_feature=1 19 4 19 19 4 split_gain=0.0121964 1.4032e-12 5.24668e-13 2.97438e-13 3.11689e-13 8.0427e-14 threshold=1.0000000180025095e-35 0.22328597830000005 126.00000000000001 0.7589218281000002 0.43871241285000007 2689.5000000000005 decision_type=8 8 8 10 10 8 left_child=1 -1 -2 4 -3 -4 right_child=2 3 5 -5 -6 -7 leaf_value=0.075005041727602445 -0.075003222034582345 0.075003142528722172 -0.075000654748791154 0.075003503318012921 0.075001535013652185 -0.075001287576650102 leaf_weight=0.004358648799097864 0.0012203385140310283 0.0023556348423880991 0.0037064331292242523 0.0037866644124733284 0.0024718779150134651 0.0043835307529178627 leaf_count=20 75 19 590 25 37 530 internal_value=0.0123288 0.0750036 -0.0750013 0.0750028 0.0750023 -0.075001 internal_weight=0.0222831 0.0129728 0.0093103 0.00861418 0.00482751 0.00808996 internal_count=1296 101 1195 81 56 1120 is_linear=0 shrinkage=0.1 Tree=493 num_leaves=7 num_cat=0 split_feature=6 6 9 7 4 7 split_gain=0.188518 0.301075 0.196545 0.789054 0.718423 0.414417 threshold=128.71147821476768 127.43890134617946 6.1105046267509833 37.403523016077571 947.50000000000011 31.516711464369738 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -4 -1 right_child=-2 -3 4 -5 -6 -7 leaf_value=0.00021455277984464461 0.04464643876465918 -0.067759175176615741 0.072736741854758521 -0.044867905393364119 0.00019289383327412147 0.067330461487991294 leaf_weight=27.320923700268398 0.93362744152545829 0.6606763064628457 1.6585631081834407 4.021212985739111 7.7166138002648959 0.95205620862543483 leaf_count=601 13 14 54 39 550 25 internal_value=0.000198411 -0.000781931 0.000280007 -0.00342041 0.0130266 0.00247459 internal_weight=43.2637 42.33 41.6694 32.2942 9.37518 28.273 internal_count=1296 1283 1269 665 604 626 is_linear=0 shrinkage=0.1 Tree=494 num_leaves=7 num_cat=0 split_feature=5 6 4 4 2 3 split_gain=0.174193 0.395736 0.350776 0.260711 0.647033 0.938084 threshold=10692.000000000002 125.44544100960267 3295.0000000000005 6106.0000000000009 6.5000000000000009 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.0029963075736362736 0.081267447703979603 -0.065098783436369698 0.0021548392362473554 0.027569933010203353 -0.048929929544963016 0.080716642610000722 leaf_weight=24.937272288580125 0.76546240970492307 0.97659766662400116 2.0925986921647564 3.0035610230697776 2.8164023957433519 1.4145496003329743 leaf_count=542 7 60 111 191 367 18 internal_value=-0.000344365 -0.00238672 0.0233432 -0.000483046 -0.00337177 0.00149735 internal_weight=36.0064 33.1484 2.85806 32.1718 29.1682 26.3518 internal_count=1296 1178 118 1118 927 560 is_linear=0 shrinkage=0.1 Tree=495 num_leaves=7 num_cat=0 split_feature=0 8 3 7 0 0 split_gain=0.186453 0.745798 0.908188 0.455349 0.363054 0.664871 threshold=23.872839500000005 4.4954850976912946 5.5000000000000009 81.120433158289572 10.010986000000001 7.6153790000000017 decision_type=10 10 8 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0036288593370789528 -0.081434471889555812 0.083446481162652755 -0.052258156452301911 -0.067839795283934107 0.035808752611998264 -0.059367082239193451 leaf_weight=36.01711547510439 1.3079537791199976 0.99143460392951932 0.98125167447142314 0.91636386956088145 3.1941684652119866 1.7571086512762111 leaf_count=1054 40 6 74 40 50 32 internal_value=7.83937e-05 -0.0228794 0.0159444 0.00187657 0.00343596 0.000698535 internal_weight=45.1654 3.28064 1.97269 41.8848 40.9684 37.7742 internal_count=1296 120 80 1176 1136 1086 is_linear=0 shrinkage=0.1 Tree=496 num_leaves=7 num_cat=0 split_feature=1 20 19 0 19 8 split_gain=0.0112754 2.50211e-12 4.34869e-13 2.94154e-13 7.70833e-14 5.09332e-14 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 0.0031780000000000007 0.7589218281000002 7.4050080021597227 decision_type=8 8 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075005424694472245 -0.075002738867898627 0.075003412331389838 0.075001527507320184 -0.075000790404339227 0.075002278028842392 -0.075001344927178235 leaf_weight=0.0038536580541403964 0.0010788400636556625 0.0025701391168695409 0.0032649065451550996 0.0050331980213940133 0.0023559526816825382 0.0024688644274419858 leaf_count=14 83 16 50 966 21 146 internal_value=0.0125966 0.0750033 0.0750023 -0.0750012 0.0750018 -0.075001 internal_weight=0.0206256 0.0120447 0.008191 0.0085809 0.00562086 0.00750206 internal_count=1296 101 87 1195 71 1112 is_linear=0 shrinkage=0.1 Tree=497 num_leaves=7 num_cat=0 split_feature=13 7 7 0 0 9 split_gain=0.204369 0.213417 0.876311 0.481512 0.647251 0.492906 threshold=49199.500000000007 73.565496186226582 72.192781170150241 0.16514350000000003 0.055514500000000008 7.9966239479282715 decision_type=10 10 10 10 10 10 left_child=1 2 -1 4 -3 -5 right_child=-2 3 -4 5 -6 -7 leaf_value=0.00091916184508718528 -0.04894400182715844 0.032557187963978523 -0.082062353676066874 0.040817437534764543 -0.060308960231384046 -0.068309191332548466 leaf_weight=31.891079672620435 0.82666749053168942 1.4023594676982596 1.3255051853484463 5.2654830811952706 1.6146267601288853 0.44921870954567555 leaf_count=706 79 74 20 352 36 29 internal_value=0.000294489 0.00126482 -0.00239221 0.0151767 -0.0171428 0.0322393 internal_weight=42.7749 41.9483 33.2166 8.73169 3.01699 5.7147 internal_count=1296 1217 726 491 110 381 is_linear=0 shrinkage=0.1 Tree=498 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 21 split_gain=0.24131 0.621917 0.210538 0.361764 0.564789 0.571322 threshold=0.034219413850000012 0.90442090275000009 0.88996081115000014 0.76753877360000011 0.63214649220000008 0.66628189800000015 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.06526959692595069 -0.035812574599042926 -0.098102844649060397 0.055711813108386035 -0.039113090588082294 0.04385040354407585 0.0037796289967733489 leaf_weight=0.55146915098657701 4.2913249610407433 0.65264124083682773 0.67555293529244309 2.2821992706184338 2.9399909719489292 24.187893444341348 leaf_count=6 69 19 3 17 26 1156 internal_value=-0.000365411 -0.0013987 0.000437213 -0.000670779 0.00212156 -0.00218623 internal_weight=35.5811 35.0296 34.377 33.7014 31.4192 28.4792 internal_count=1296 1290 1271 1268 1251 1225 is_linear=0 shrinkage=0.1 Tree=499 num_leaves=7 num_cat=0 split_feature=0 8 3 7 4 4 split_gain=0.179114 0.678045 0.820576 0.425338 0.318446 0.630322 threshold=23.872839500000005 4.4954850976912946 5.5000000000000009 81.120433158289572 32548.500000000004 4433.0000000000009 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0044782265729918216 -0.081295315692648487 0.082514272262195085 -0.050566674496711927 -0.066673230128520805 0.065717899318226386 -0.06119906946106194 leaf_weight=38.286354835809561 1.2170227272436016 0.91019839793443658 0.94371393299661577 0.88960020826198061 0.79939139494672318 1.5192593121319067 leaf_count=794 40 6 74 40 28 314 internal_value=3.25713e-06 -0.0233005 0.0147709 0.00172792 0.0032265 0.00197152 internal_weight=44.5655 3.07094 1.85391 41.4946 40.605 39.8056 internal_count=1296 120 80 1176 1136 1108 is_linear=0 shrinkage=0.1 Tree=500 num_leaves=7 num_cat=0 split_feature=1 20 19 4 19 4 split_gain=0.0104262 2.00073e-12 3.50982e-13 3.3009e-13 6.2074e-14 5.09718e-14 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 126.00000000000001 0.7589218281000002 4433.0000000000009 decision_type=8 10 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075005037670238736 -0.07500275540129156 0.075003175031981381 0.07500141886029156 -0.075000579393297587 0.075002117557773834 -0.075001124546332412 leaf_weight=0.0035792529743048362 0.0010466825178809822 0.0023886384260549676 0.0030339986769831739 0.0034693826401763763 0.0021889125200686976 0.0033918809371726866 leaf_count=14 75 16 50 650 21 470 internal_value=0.012893 0.0750031 0.0750022 -0.0750011 0.0750017 -0.0750008 internal_weight=0.0190987 0.0111908 0.00761155 0.00790795 0.00522291 0.00686126 internal_count=1296 101 87 1195 71 1120 is_linear=0 shrinkage=0.1 Tree=501 num_leaves=7 num_cat=0 split_feature=0 4 4 5 4 4 split_gain=0.193742 1.3734 1.19452 0.444175 1.07592 0.923126 threshold=5.1000000000000006e-05 163.00000000000003 109.00000000000001 59.000000000000007 126.00000000000001 183.00000000000003 decision_type=8 10 8 8 8 10 left_child=1 -1 -2 5 -5 -4 right_child=2 -3 3 4 -6 -7 leaf_value=0.080510349905655282 -0.10455645779272958 -0.081388336730883554 0.096627676498872939 -0.057473818537543402 0.0042024781174601544 -0.031899009602198602 leaf_weight=1.6177742126674268 1.0881778001785267 0.77498048543930043 1.3691037409007543 3.0899809487164012 33.412958522327244 0.94422439113259304 leaf_count=160 2 4 31 31 1044 24 internal_value=0.000434896 0.0280736 -0.00122238 0.0016745 -0.00101843 0.0441673 internal_weight=42.2972 2.39275 39.9044 38.8163 36.5029 2.31333 internal_count=1296 164 1132 1130 1075 55 is_linear=0 shrinkage=0.1 Tree=502 num_leaves=7 num_cat=0 split_feature=7 7 4 14 4 4 split_gain=0.165803 0.363701 0.302383 0.425969 0.243063 0.684321 threshold=82.887291079911066 79.482860341514581 343.00000000000006 2.5000000000000004 5605.5000000000009 7331.5000000000009 decision_type=10 10 10 10 8 8 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=-0.014074670994462036 -0.057229251581616937 0.086072500752217618 -0.07638484035654175 0.070262270685003209 0.072288146100060027 -0.00033995167544251243 leaf_weight=10.842666612948092 0.50467827543616195 0.88559004664420971 0.3748278767161537 0.42004678220837377 1.383837657514962 20.752966958971228 leaf_count=764 16 3 54 61 60 338 internal_value=-0.000324248 0.000504338 0.0458845 0.00110995 -0.001808 0.00420025 internal_weight=35.1646 34.6599 1.68046 0.794875 32.9795 22.1368 internal_count=1296 1280 118 115 1162 398 is_linear=0 shrinkage=0.1 Tree=503 num_leaves=7 num_cat=0 split_feature=4 4 4 4 4 9 split_gain=0.197639 1.84443 1.31193 0.922271 1.11833 0.57205 threshold=219.50000000000003 255.00000000000003 183.00000000000003 343.00000000000006 467.50000000000006 5.722926149035259 decision_type=10 10 10 10 8 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=-0.00056072879176135345 0.11037688577109084 -0.064107950391277826 -0.10235607276882004 0.064388290374503596 -0.060790936659942757 0.0022820022978960641 leaf_weight=23.670792233580446 1.5969863831996942 2.0970273613929775 1.3376011718064535 2.7481215428560946 1.6565536611014966 10.897343775286572 leaf_count=392 4 30 32 28 88 722 internal_value=-0.000164508 0.00752501 -0.00600536 -0.00191533 0.0066077 -0.00604081 internal_weight=44.0044 18.996 25.0084 17.399 15.302 12.5539 internal_count=1296 872 424 868 838 810 is_linear=0 shrinkage=0.1 Tree=504 num_leaves=7 num_cat=0 split_feature=1 20 4 21 4 4 split_gain=0.00989786 2.05912e-12 2.59144e-13 1.31567e-13 3.96285e-14 5.3194e-14 threshold=1.0000000180025095e-35 0.15294678395000003 140.00000000000003 0.38257382970000003 4433.0000000000009 4830.0000000000009 decision_type=8 10 8 10 8 10 left_child=1 -1 -2 -3 -4 -6 right_child=2 3 4 -5 5 -7 leaf_value=0.07500504624058002 -0.075002499900827801 0.075002576128811602 -0.075000537212972562 0.075001737095515802 -0.075001418507824047 -0.075000591373538233 leaf_weight=0.0035771031689364463 0.0010308098601399243 0.0035204616815462941 0.0031305660324392193 0.0039838075099396519 0.0017003341121153426 0.0014326203741887866 leaf_count=14 105 30 620 57 98 372 internal_value=0.0154582 0.0750031 -0.075001 0.0750021 -0.0750008 -0.075001 internal_weight=0.0183757 0.0110814 0.00729433 0.00750427 0.00626352 0.00313295 internal_count=1296 101 1195 87 1090 470 is_linear=0 shrinkage=0.1 Tree=505 num_leaves=7 num_cat=0 split_feature=10 13 9 8 4 4 split_gain=0.185732 0.359257 0.203177 0.563615 0.562472 0.522079 threshold=30.500000000000004 49191.500000000007 6.1105046267509833 6.7585825373291648 1030.5000000000002 3511.0000000000005 decision_type=10 10 10 8 10 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0023134266204377046 0.055848182585386055 -0.07312545888785503 0.036165366401179996 0.086840463675354862 -0.077445780237418022 0.0035141479635981444 leaf_weight=31.614069135825048 0.29144433385226765 0.83404310327023268 5.1822150340885829 0.47760406509041908 1.3381597474217417 1.9678482168819753 leaf_count=671 105 96 272 23 20 109 internal_value=0.000343423 -0.0397278 0.0014548 0.0147418 -0.0146009 -0.0292557 internal_weight=41.7054 1.12549 40.5799 8.96583 3.78361 3.30601 internal_count=1296 201 1095 424 152 129 is_linear=0 shrinkage=0.1 Tree=506 num_leaves=7 num_cat=0 split_feature=21 19 20 20 19 20 split_gain=0.213228 0.567242 0.262154 0.684068 0.612871 0.368333 threshold=0.034219413850000012 0.90442090275000009 0.88108871895000018 0.83432334365000005 0.88996081115000014 0.7484559393500001 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.062212095724130771 -0.004063204283052217 -0.096505054809097407 0.04584772026594406 -0.11394967019088201 0.10590751075640159 0.038669032884993321 leaf_weight=0.53909040741109493 29.204602232412206 0.61297885145475461 1.231634551263993 0.52891774726572194 0.54439857843021755 2.1667619054763341 leaf_count=6 1233 19 15 5 2 16 internal_value=-0.0001907 -0.00117179 0.000563478 -0.00115556 0.000713698 -0.00111177 internal_weight=34.8284 34.2893 33.6763 32.4447 31.9158 31.3714 internal_count=1296 1290 1271 1256 1251 1249 is_linear=0 shrinkage=0.1 Tree=507 num_leaves=7 num_cat=0 split_feature=10 5 0 9 7 0 split_gain=0.173094 0.365926 0.282571 0.262108 0.20433 0.81137 threshold=35.000000000000007 4845.0000000000009 1.2757265000000004 6.0436561408275784 76.306935986487204 30.053426000000005 decision_type=10 10 8 10 10 8 left_child=1 4 -2 -3 -1 -6 right_child=2 3 -4 -5 5 -7 leaf_value=0.0031026144147527661 -0.075402596945179257 0.014693923867055234 0.075866397651135065 -0.079024618456082635 -0.04303990216545156 0.061037326448873941 leaf_weight=36.75028181815199 0.1534600563463745 0.42621356598101445 0.63229459105059505 0.99529405906650936 3.3645235062504062 0.9635625286027788 leaf_count=779 95 13 46 173 181 9 internal_value=-0.000184008 -0.00104385 0.0463231 -0.0509248 0.000682268 -0.0198692 internal_weight=43.2856 42.4999 0.785755 1.42151 41.0784 4.32809 internal_count=1296 1155 141 186 969 190 is_linear=0 shrinkage=0.1 Tree=508 num_leaves=7 num_cat=0 split_feature=1 20 19 4 19 4 split_gain=0.00913402 1.63007e-12 2.52109e-13 1.75382e-13 4.90168e-14 3.03416e-14 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 156.00000000000003 0.7589218281000002 4433.0000000000009 decision_type=8 10 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075004671519626351 -0.075002153800858853 0.075002868454978611 0.075001297740572931 -0.075000504935730086 0.075001946687262219 -0.075000967412735556 leaf_weight=0.003312170498247724 0.0010377013936135873 0.0021758777329523582 0.0027747936474042945 0.0027921303698832389 0.0020049473605467938 0.0028837261670844327 leaf_count=14 164 16 50 561 21 470 internal_value=0.015699 0.0750028 0.075002 -0.075001 0.0750016 -0.0750007 internal_weight=0.0169813 0.0102678 0.00695562 0.00671356 0.00477974 0.00567586 internal_count=1296 101 87 1195 71 1031 is_linear=0 shrinkage=0.1 Tree=509 num_leaves=7 num_cat=0 split_feature=0 0 0 3 9 8 split_gain=0.198495 0.39762 0.66919 0.385326 0.682069 0.350674 threshold=40.875559000000003 23.872839500000005 14.857993000000002 2.5000000000000004 7.001503622234436 7.4336618079516592 decision_type=10 10 10 10 8 10 left_child=1 2 5 -3 -5 -1 right_child=-2 3 -4 4 -6 -7 leaf_value=0.003287843232471463 -0.036932550322502117 0.072301058679259581 -0.060458814322559132 -0.080673859777199014 0.059187262510667353 -0.068958876448340894 leaf_weight=34.497900755894079 1.3801558647537593 1.5086322557181113 1.8105645516770881 0.60587232513353195 0.82142406934872281 0.68518692790530522 leaf_count=1103 34 29 28 12 45 45 internal_value=0.00035227 0.00164101 -0.00117022 0.0370634 -0.000182315 0.00188085 internal_weight=41.3097 39.9296 36.9937 2.93593 1.4273 35.1831 internal_count=1296 1262 1176 86 57 1148 is_linear=0 shrinkage=0.1 Tree=510 num_leaves=7 num_cat=0 split_feature=21 19 20 20 19 20 split_gain=0.186345 0.518239 0.227893 0.620031 0.551655 0.319798 threshold=0.034219413850000012 0.90442090275000009 0.88108871895000018 0.83432334365000005 0.88996081115000014 0.7484559393500001 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.058946970274123739 -0.0037202969540691814 -0.095069828997713351 0.043265465013276577 -0.11139096427337399 0.10286119206039696 0.036350943872396693 leaf_weight=0.52598281264602065 29.017493825734313 0.5761147087833639 1.2060834985718418 0.5009721742264891 0.52024063836597534 2.1384060447845163 leaf_count=6 1233 19 15 5 2 16 internal_value=-0.000118778 -0.00103362 0.000589217 -0.0010104 0.000735315 -0.000969981 internal_weight=34.4853 33.9593 33.3832 32.1771 31.6761 31.1559 internal_count=1296 1290 1271 1256 1251 1249 is_linear=0 shrinkage=0.1 Tree=511 num_leaves=7 num_cat=0 split_feature=4 4 0 4 8 4 split_gain=0.198594 1.65376 1.32113 1.19571 0.66076 0.5613 threshold=219.50000000000003 255.00000000000003 0.10875250000000002 183.00000000000003 6.0124073458263707 779.00000000000011 decision_type=10 10 10 10 10 10 left_child=3 -2 4 -1 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.00097208740981373748 0.10728374968296053 -0.08277982019499748 0.013611772763334759 -0.10073885571632882 0.079913770115220065 -0.058856565756758177 leaf_weight=23.373215873702524 1.5268863290548349 2.5360811646678516 12.944698507337305 1.2663989458233107 0.56353612616658189 0.60374994034646079 leaf_count=392 4 115 657 32 5 91 internal_value=-0.000250445 0.00767945 -0.00145581 -0.00609979 -0.0541228 0.00813824 internal_weight=42.8146 18.175 16.6481 24.6396 3.70337 1.16729 internal_count=1296 872 868 424 211 96 is_linear=0 shrinkage=0.1 Tree=512 num_leaves=7 num_cat=0 split_feature=1 20 19 4 19 4 split_gain=0.00844992 1.31383e-12 2.01322e-13 1.20446e-13 3.97924e-14 2.52827e-14 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 164.50000000000003 0.7589218281000002 4433.0000000000009 decision_type=8 10 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075004346697330262 -0.075001844835368162 0.075002664985486522 0.075001207419947202 -0.075000452259457381 0.075001813650789367 -0.07500089792418585 leaf_weight=0.0030819516905467026 0.0010863106971896732 0.0020229797482897993 0.0025815543085627723 0.0024357616679822058 0.0018649233861651737 0.0026664076715974261 leaf_count=14 183 16 50 542 21 470 internal_value=0.0160255 0.0750026 0.0750018 -0.0750009 0.0750015 -0.0750007 internal_weight=0.0157399 0.00955141 0.00646946 0.00618848 0.00444648 0.00510217 internal_count=1296 101 87 1195 71 1012 is_linear=0 shrinkage=0.1 Tree=513 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 20 split_gain=0.203677 0.542473 0.290538 0.514898 0.273412 0.362968 threshold=0.10112863300000001 0.88996081115000014 0.63214649220000008 0.47916365750000006 0.10251311555000002 0.83432334365000005 decision_type=8 10 10 10 8 10 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.047040940524415743 -0.065710796876238695 0.081139973546562771 0.010886431343380923 -0.082556714180818558 -0.00050666272056930849 0.074307903222781871 leaf_weight=0.91020385401498061 0.62762304481839237 0.79189141083042969 1.1633765354954442 1.19584264947116 35.419240987551348 0.66057272084435581 leaf_count=18 13 21 17 23 1191 13 internal_value=0.000267598 -0.000800511 -0.00246147 -0.0364781 -0.000275188 0.000863091 internal_weight=40.7688 39.8585 39.0667 2.35922 36.7074 36.0798 internal_count=1296 1278 1257 40 1217 1204 is_linear=0 shrinkage=0.1 Tree=514 num_leaves=7 num_cat=0 split_feature=0 4 3 6 0 0 split_gain=0.182597 0.2686 0.328287 0.38316 0.253266 1.00214 threshold=60.179807500000003 56582.000000000007 44.500000000000007 126.41432790023161 5.0078825000000009 0.084130500000000011 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0043195730335815613 0.053916131322531695 -0.06874875646488264 0.076097790409318342 -0.078417353760784708 0.0057986877869940223 -0.078162253338835239 leaf_weight=6.4653425644582132 0.61774569447152217 0.57432745397090812 0.56066408113110711 0.6282224653987204 23.35355382761918 1.9076607948081798 leaf_count=471 14 32 37 42 267 433 internal_value=4.29329e-05 -0.000950801 0.000232176 -0.00108247 0.000448849 -0.0144726 internal_weight=34.1075 33.4898 32.9154 32.3548 31.7266 8.373 internal_count=1296 1282 1250 1213 1171 904 is_linear=0 shrinkage=0.1 Tree=515 num_leaves=7 num_cat=0 split_feature=0 0 7 8 4 4 split_gain=0.180561 0.756059 0.578099 0.498423 0.326841 0.675321 threshold=17.877716500000002 14.857993000000002 69.792058971722028 4.939271738043824 24642.000000000004 4433.0000000000009 decision_type=10 10 10 10 10 10 left_child=1 4 -2 -4 5 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=0.00053036470368704545 -0.073351924083218098 0.087076963549513262 0.042229393789411769 -0.050227989236909999 0.064067383039224934 -0.078124661707002205 leaf_weight=35.433959468328965 1.3608812554739409 1.0116233669687051 1.5608793273568156 0.93073495826683927 0.76699338830076058 1.1262800327203866 leaf_count=816 34 15 16 83 30 302 internal_value=-0.00029926 0.00177447 -0.0209364 0.00769222 -0.000537357 -0.00189269 internal_weight=42.1914 38.3389 3.8525 2.49161 37.3272 36.5602 internal_count=1296 1163 133 99 1148 1118 is_linear=0 shrinkage=0.1 Tree=516 num_leaves=7 num_cat=0 split_feature=1 20 19 4 19 4 split_gain=0.00784913 1.10111e-12 1.55849e-13 9.49839e-14 3.92542e-14 2.11623e-14 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 164.50000000000003 0.7589218281000002 4433.0000000000009 decision_type=8 10 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075004108637483191 -0.075001710828989224 0.07500250117392071 0.075001141729032009 -0.07500041767918203 0.075001757995531257 -0.075000842823991221 leaf_weight=0.0029028478893451393 0.0010044689111623492 0.0018743887521850411 0.002415253572507936 0.0022454973749432838 0.0018068363169732038 0.002446441965830104 leaf_count=14 183 16 50 542 21 470 internal_value=0.0168577 0.0750025 0.0750017 -0.0750008 0.0750014 -0.0750006 internal_weight=0.0146957 0.00899933 0.00609648 0.00569641 0.00422209 0.00469194 internal_count=1296 101 87 1195 71 1012 is_linear=0 shrinkage=0.1 Tree=517 num_leaves=7 num_cat=0 split_feature=15 3 3 9 0 0 split_gain=0.188132 0.189982 0.427285 0.278719 0.210053 0.816397 threshold=4.5000000000000009 15.500000000000002 39.000000000000007 7.9670524813829227 8.0202915000000008 7.6153790000000017 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.0013973138152573207 -0.038235185857754136 0.071744309034585715 -0.014796624744334031 -0.057072261627587141 -0.018954536811174701 0.10557280436442247 leaf_weight=30.668737976809101 1.2329178945219599 1.1668370538391166 1.1163774968590585 0.8448071489110579 4.5870466632768503 0.77117994427680869 leaf_count=870 180 65 63 24 86 8 internal_value=0.000226888 0.00143799 0.0294301 -0.000295373 0.00103601 0.0039526 internal_weight=40.3879 39.155 2.28321 36.8718 36.027 31.4399 internal_count=1296 1116 128 988 964 878 is_linear=0 shrinkage=0.1 Tree=518 num_leaves=7 num_cat=0 split_feature=21 19 20 20 20 20 split_gain=0.176387 0.466315 0.200516 0.568738 0.837398 1.14258 threshold=0.034219413850000012 0.90442090275000009 0.88108871895000018 0.81564758060000009 0.7484559393500001 0.67806301170000005 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.057696734296655443 0.0014826578900717135 -0.093278119373051027 0.041399644832702108 -0.06636156200217673 0.080064201245288041 -0.12503661723673196 leaf_weight=0.52062212732323587 28.109057057337051 0.53831954367784263 1.1594265526157972 1.2751879455793744 1.3084408538306878 0.73239097833896849 leaf_count=6 1226 19 15 8 13 9 internal_value=-5.76385e-05 -0.000965418 0.000559655 -0.000947134 0.00181957 -0.00173013 internal_weight=33.6434 33.1228 32.5845 31.4251 30.1499 28.8414 internal_count=1296 1290 1271 1256 1248 1235 is_linear=0 shrinkage=0.1 Tree=519 num_leaves=7 num_cat=0 split_feature=21 21 20 21 20 20 split_gain=0.171002 0.220699 0.203495 0.304691 0.52082 0.771285 threshold=0.22032349530000003 0.26539142955000006 0.31373009000000007 0.80861896420000012 0.83432334365000005 0.81564758060000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.026247902636047694 0.048909523854515163 -0.033511441899122994 -0.00074354760074276738 0.039924455237559886 -0.090578305481809285 0.11350593288107146 leaf_weight=2.3733520200414091 0.95373911931892508 1.7097669598834384 33.555639898184154 1.9813303385029133 0.62875745318001364 0.60148140485944068 leaf_count=42 9 38 1170 19 16 2 internal_value=-0.000178741 0.00139037 0.000212503 0.00178075 -0.000391834 0.0012683 internal_weight=41.8041 39.4307 38.477 36.7672 34.7859 34.1571 internal_count=1296 1254 1245 1207 1188 1172 is_linear=0 shrinkage=0.1 Tree=520 num_leaves=7 num_cat=0 split_feature=1 20 19 4 19 4 split_gain=0.00726795 8.79621e-13 1.23015e-13 6.26825e-14 3.10056e-14 1.6463e-14 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 183.00000000000003 0.7589218281000002 4433.0000000000009 decision_type=8 10 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075003813386912102 -0.075001445867808075 0.075002317837367272 0.075001064353540897 -0.075000376394690357 0.075001632501713919 -0.07500077393021308 leaf_weight=0.002690905770577956 0.0010757577866797883 0.0017379316450387705 0.0022467054204753367 0.001937367015884206 0.001677925385592971 0.0022533542858980127 leaf_count=14 212 16 50 513 21 470 internal_value=0.017 0.0750023 0.0750016 -0.0750008 0.0750013 -0.0750006 internal_weight=0.0136199 0.00835347 0.00566256 0.00526648 0.00392463 0.00419072 internal_count=1296 101 87 1195 71 983 is_linear=0 shrinkage=0.1 Tree=521 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 20 split_gain=0.187079 0.427374 0.258264 0.471702 0.24162 0.309895 threshold=0.10112863300000001 0.88996081115000014 0.63214649220000008 0.47916365750000006 0.10251311555000002 0.83432334365000005 decision_type=8 10 10 10 8 10 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.045197207711754978 -0.063657068308216228 0.070322798705114362 0.0090218512672457975 -0.081895196703303044 -0.00046565219452277576 0.068399157716552222 leaf_weight=0.90623309373768279 0.59076203786025872 0.82797447117263701 1.1814085487503683 1.1038630607390585 34.856669990797855 0.66594685999734693 leaf_count=18 13 21 17 23 1191 13 internal_value=0.000277953 -0.000759794 -0.00229252 -0.0348941 -0.000229473 0.000825365 internal_weight=40.1329 39.2266 38.3987 2.28527 36.1134 35.5226 internal_count=1296 1278 1257 40 1217 1204 is_linear=0 shrinkage=0.1 Tree=522 num_leaves=7 num_cat=0 split_feature=0 4 3 6 0 0 split_gain=0.15848 0.24867 0.291279 0.339801 0.229585 0.922137 threshold=60.179807500000003 54829.000000000007 44.500000000000007 126.41432790023161 5.0078825000000009 0.084130500000000011 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0035581771968397381 0.051834207237121156 -0.066346314664616476 0.075995201140868621 -0.077981147948900265 0.0055076315086649563 -0.077970776047190785 leaf_weight=6.4472761068092463 0.57748370035551388 0.57237505004741152 0.49851299799047311 0.56382157583720882 22.846715568099171 1.7676644875245981 leaf_count=471 14 36 35 42 265 433 internal_value=-9.55331e-05 -0.00101272 0.000151376 -0.00104415 0.000352385 -0.013985 internal_weight=33.2738 32.6964 32.124 31.6255 31.0617 8.21494 internal_count=1296 1282 1246 1211 1169 904 is_linear=0 shrinkage=0.1 Tree=523 num_leaves=7 num_cat=0 split_feature=19 19 19 19 0 6 split_gain=0.207067 0.326767 0.273773 0.513019 0.179598 0.685538 threshold=0.090384911050000016 0.23075891465000004 0.36889079640000005 0.48125046350000006 17.877716500000002 85.144769548509615 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.057522563075933612 -0.041040354652439277 0.036653128649321749 -0.082582580642763165 0.0030550413952102808 -0.082195810281225523 0.0096855382448671357 leaf_weight=0.61233999417345331 1.947166980121551 2.0340346747424576 0.75560153821763265 32.427367402916772 1.2034784154966467 2.4966033371747471 leaf_count=12 27 18 24 1082 33 100 internal_value=-0.000197891 -0.00106282 0.000937409 -0.00103225 0.000673366 -0.0201995 internal_weight=41.4766 40.8643 38.9171 36.8831 36.1274 3.70008 internal_count=1296 1284 1257 1239 1215 133 is_linear=0 shrinkage=0.1 Tree=524 num_leaves=7 num_cat=0 split_feature=1 20 19 4 19 4 split_gain=0.00677204 7.295e-13 1.05963e-13 4.66953e-14 2.93251e-14 1.03574e-14 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 126.00000000000001 0.7589218281000002 4433.0000000000009 decision_type=8 10 10 10 10 10 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075003614453088299 -0.075001134651891344 0.075002227110517183 0.075001015062680323 -0.07500035735142907 0.07500158109140205 -0.075000741713152783 leaf_weight=0.0025368047354277223 0.0016951849370343561 0.0016351306694559753 0.0021031549504186842 0.0021211994803564949 0.0016205441352212802 0.0010472127803637932 leaf_count=14 154 16 50 650 21 391 internal_value=0.0178237 0.0750022 0.0750016 -0.0750007 0.0750013 -0.0750005 internal_weight=0.0127592 0.00789563 0.00535883 0.0048636 0.0037237 0.00316841 internal_count=1296 101 87 1195 71 1041 is_linear=0 shrinkage=0.1 Tree=525 num_leaves=7 num_cat=0 split_feature=0 4 4 0 0 0 split_gain=0.184664 1.26785 1.06908 0.456943 0.757181 0.687241 threshold=5.1000000000000006e-05 163.00000000000003 109.00000000000001 0.037647000000000007 0.046666000000000006 0.055514500000000008 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.080248412100019803 -0.10155496434361633 -0.080871843648024841 0.037321920697106541 -0.052382949834147534 0.073918085856724214 -0.00067089395197613604 leaf_weight=1.5119009953859852 1.0363166332244862 0.72143544256687153 3.2355993358651167 2.7418742431327692 1.2895397436805094 29.348147894896101 leaf_count=160 2 4 187 26 34 883 internal_value=0.00026333 0.0282017 -0.00139386 0.00144099 -0.00203707 0.00246855 internal_weight=39.8848 2.23334 37.6515 36.6152 33.3796 30.6377 internal_count=1296 164 1132 1130 943 917 is_linear=0 shrinkage=0.1 Tree=526 num_leaves=7 num_cat=0 split_feature=20 21 19 20 20 20 split_gain=0.173008 0.208854 1.46829 0.766736 0.795099 0.66367 threshold=0.18647970780000003 0.66628189800000015 0.27627033375000004 0.79922031560000006 0.67806301170000005 0.64247171095000011 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.038783322407660199 -0.10130737158189236 0.018929327037657075 -0.002054054242856073 0.076672374357005593 -0.093916533579050554 0.066077536918185242 leaf_weight=1.1224378792825715 1.4235545362559632 5.4761109380673068 21.065382302417962 1.3408238435212627 0.88760006535068114 1.5338375828662254 leaf_count=27 27 44 1165 13 14 6 internal_value=-0.000199781 0.00116521 -0.00254045 0.00312259 -0.00107624 0.00257012 internal_weight=32.8497 31.7273 26.2512 24.8276 23.4868 22.5992 internal_count=1296 1269 1225 1198 1185 1171 is_linear=0 shrinkage=0.1 Tree=527 num_leaves=7 num_cat=0 split_feature=9 8 9 8 8 0 split_gain=0.173841 0.31918 0.28475 1.11216 0.988632 0.851693 threshold=7.8465803564189374 6.7263909492949656 6.0865556372042251 4.939271738043824 5.2927476730057128 0.068115000000000023 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.004859457999594423 -0.033362846165720474 0.046255725383994389 0.064386481906506782 -0.055029263032107471 0.045507246491178474 -0.035827468897321996 leaf_weight=22.762316207572116 1.5135988273214014 1.5102777965366829 1.0386469075456251 3.1307601243024692 4.6019912502379148 6.6473141402238971 leaf_count=379 326 20 11 277 127 156 internal_value=-0.000101142 0.00116727 -0.000616237 -0.0252814 0.00240741 -0.00433681 internal_weight=41.2049 39.6913 38.181 4.16941 34.0116 29.4096 internal_count=1296 970 950 288 662 535 is_linear=0 shrinkage=0.1 Tree=528 num_leaves=7 num_cat=0 split_feature=1 20 19 4 20 4 split_gain=0.00643269 7.48917e-13 9.60972e-14 3.89818e-14 2.96187e-14 8.3206e-15 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 126.00000000000001 0.69410890325000019 2689.5000000000005 decision_type=8 10 10 10 10 10 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075003624414827275 -0.075001070491354294 0.075002179879607223 0.075001001581411597 -0.075000316417985033 0.075001572195671218 -0.075000660679594933 leaf_weight=0.0025372098098159768 0.0015638942224995853 0.0016091434954432771 0.0020584781632351223 0.0017767058745192799 0.0016300026727549266 0.0011607820917731715 leaf_count=14 154 16 47 590 24 451 internal_value=0.0202674 0.0750022 0.0750015 -0.0750007 0.0750013 -0.0750005 internal_weight=0.0123362 0.00783483 0.00529762 0.00450138 0.00368848 0.00293749 internal_count=1296 101 87 1195 71 1041 is_linear=0 shrinkage=0.1 Tree=529 num_leaves=7 num_cat=0 split_feature=10 16 15 16 8 6 split_gain=0.176743 0.312462 0.200381 0.624587 0.201994 0.494533 threshold=30.500000000000004 2.0000000000000004 4.5000000000000009 1.0000000180025095e-35 6.7585825373291648 123.39221534797306 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.0012951897145377935 -0.067961222792934525 0.0757018127493852 -0.051433328415555681 0.069606051105123898 -0.027806429690266501 0.049496068112522024 leaf_weight=31.744786362308332 0.81633109413087257 0.18586316902656108 0.70932204544078459 1.326779372349846 2.478166837245225 2.0401811189949504 leaf_count=764 119 82 34 191 57 49 internal_value=0.000137828 -0.041318 0.00122262 0.00221624 -0.000249387 0.00177195 internal_weight=39.3014 1.00219 38.2992 37.5899 36.2631 33.785 internal_count=1296 201 1095 1061 870 813 is_linear=0 shrinkage=0.1 Tree=530 num_leaves=7 num_cat=0 split_feature=21 19 20 19 21 21 split_gain=0.176385 0.304316 0.538402 0.41365 0.539115 1.53874 threshold=0.034219413850000012 0.76753877360000011 0.15294678395000003 0.63214649220000008 0.66628189800000015 0.35318554730000001 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.058336675410328033 -0.10262422578986435 -0.030079074922651741 0.0011573350223627523 0.041371320169560945 0.029798610592254412 -0.09899991865509479 leaf_weight=0.50966967619797288 0.48080626437317164 3.2266490980964297 18.973124221193277 2.6930021800852719 4.9525813574890085 1.668833908710069 leaf_count=6 16 39 1150 25 35 25 internal_value=-2.8538e-05 -0.000958276 0.0023079 0.00409145 0.000168938 -0.00694005 internal_weight=32.5047 31.995 28.7683 28.2875 25.5945 20.642 internal_count=1296 1290 1251 1235 1210 1175 is_linear=0 shrinkage=0.1 Tree=531 num_leaves=7 num_cat=0 split_feature=19 19 20 21 20 20 split_gain=0.161888 0.276775 0.251664 0.725949 0.368699 0.244479 threshold=0.88996081115000014 0.82153055920000007 0.14216158170000001 0.22032349530000003 0.31373009000000007 0.49892935425000007 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=0.056148910440397597 -0.032632610689557827 0.051579516453349239 -0.088164358382223737 -0.046643237520681981 0.035919051406880981 0.00079158528652167274 leaf_weight=0.77388800706467009 1.4754278722315337 1.0572529636042407 0.94137683556019169 1.5682789639590735 2.1095527400879064 32.586013137123686 leaf_count=14 24 9 28 25 22 1174 internal_value=-0.000116984 0.00111198 -0.000292918 -0.00146694 0.000783649 0.0029274 internal_weight=40.5118 39.0364 37.9791 37.2052 36.2638 34.6956 internal_count=1296 1272 1263 1249 1221 1196 is_linear=0 shrinkage=0.1 Tree=532 num_leaves=7 num_cat=0 split_feature=1 20 19 4 19 4 split_gain=0.00594915 5.98165e-13 7.82655e-14 3.09674e-14 2.33522e-14 6.67457e-15 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 126.00000000000001 0.7589218281000002 2689.5000000000005 decision_type=8 10 10 10 10 10 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075003363675391455 -0.075000993600577048 0.075002029544511753 0.075000931913399307 -0.075000293481202199 0.075001459096807943 -0.075000614267509355 leaf_weight=0.0023560457048006356 0.0014417400703905514 0.0014923541530151851 0.0019290983782411786 0.001642879165835609 0.0014886299250065349 0.0010717644826598871 leaf_count=14 154 16 50 590 21 451 internal_value=0.0204196 0.0750021 0.0750014 -0.0750006 0.0750012 -0.0750004 internal_weight=0.0114225 0.00726613 0.00491008 0.00415638 0.00341773 0.00271464 internal_count=1296 101 87 1195 71 1041 is_linear=0 shrinkage=0.1 Tree=533 num_leaves=7 num_cat=0 split_feature=0 4 4 5 5 4 split_gain=0.175324 1.16717 0.960209 0.399962 1.29133 0.933898 threshold=5.1000000000000006e-05 163.00000000000003 109.00000000000001 1.0000000180025095e-35 59.000000000000007 126.00000000000001 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.079847145681202103 -0.098828816967528071 -0.080378449804310109 -0.077919882429735451 0.092978970543174014 -0.053626055369277462 0.0040284899638248339 leaf_weight=1.4191965744794282 0.98193866014480491 0.66893865168094624 0.62462049350142379 1.5197112895548333 3.0928478166460982 30.669260006689001 leaf_count=160 2 4 12 43 31 1044 internal_value=0.000329201 0.0285185 -0.00126651 0.00140154 0.00280583 -0.00125307 internal_weight=38.9765 2.08814 36.8884 35.9064 35.2818 33.7621 internal_count=1296 164 1132 1130 1118 1075 is_linear=0 shrinkage=0.1 Tree=534 num_leaves=7 num_cat=0 split_feature=5 4 3 4 8 11 split_gain=0.165481 0.286885 0.277888 0.283312 0.859944 0.534854 threshold=10692.000000000002 3295.0000000000005 13.500000000000002 6106.0000000000009 5.259659177650124 11.500000000000002 decision_type=10 10 10 10 10 8 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.0029347272394374224 0.080660997609187823 0.003457635524713776 -0.050045501844115152 0.033828283151559363 -0.077749836729655075 0.042310075232127202 leaf_weight=23.642831648485352 0.67145765665918533 1.6997603015624916 1.1630832227820054 2.255993165599647 2.1830266379256495 0.44704068309511047 leaf_count=517 7 111 97 153 358 53 internal_value=-0.000102407 0.0253193 -0.0021326 -0.000179257 -0.00309941 -0.0573429 internal_weight=32.0632 2.37122 29.692 28.5289 26.2729 2.63007 internal_count=1296 118 1178 1081 928 411 is_linear=0 shrinkage=0.1 Tree=535 num_leaves=7 num_cat=0 split_feature=9 9 9 0 6 6 split_gain=0.151494 0.290015 0.291901 0.60293 0.597054 0.985351 threshold=7.8465803564189374 7.5630913137471625 6.0865556372042251 10.379103500000001 81.715793397816114 112.86773671905685 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0040017285880654327 -0.031702255682514467 0.041104749212840644 -0.051139430023162895 0.040926917486639174 0.055597706775539595 -0.041203467647123695 leaf_weight=27.600182351021758 1.4745843207201677 1.7191919650067564 2.7659805555013004 0.95757704973220814 4.2548322956426992 1.3967440016567705 leaf_count=533 326 151 141 16 105 24 internal_value=-0.000243493 0.000955349 -0.000911424 -0.027463 0.00206184 0.031674 internal_weight=40.1691 38.6945 36.9753 3.72356 33.2518 5.65158 internal_count=1296 970 819 157 662 129 is_linear=0 shrinkage=0.1 Tree=536 num_leaves=7 num_cat=0 split_feature=1 20 19 7 20 8 split_gain=0.00562739 6.10254e-13 7.11124e-14 2.75379e-14 2.43596e-14 7.84355e-15 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 24.296427671260176 0.69410890325000019 7.4050080021597227 decision_type=8 10 10 8 10 8 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.07500336894733918 -0.07500098982862978 0.075001988204779824 0.075000914676360608 -0.075000263105083134 0.075001454852936314 -0.075000611282237367 leaf_weight=0.0023548694771307055 0.0011547434778265142 0.0014671867738798028 0.0018799642084559309 0.0015813136197877498 0.0015016931047284743 0.0010949637527630784 leaf_count=14 341 16 47 708 24 146 internal_value=0.0229244 0.075002 0.0750014 -0.0750006 0.0750012 -0.0750004 internal_weight=0.0110347 0.00720371 0.00484884 0.00383102 0.00338166 0.00267628 internal_count=1296 101 87 1195 71 854 is_linear=0 shrinkage=0.1 Tree=537 num_leaves=7 num_cat=0 split_feature=7 0 0 0 4 6 split_gain=0.171497 0.218004 0.681492 0.797375 0.653668 1.11618 threshold=83.814145346247159 4.9691275000000017 7.6153790000000017 8.0202915000000008 467.50000000000006 84.869127631984739 decision_type=10 10 8 10 10 10 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=-0.0054514852559655186 0.042683844970673401 -0.070754169664969141 0.10018679922639638 -0.012390042182377043 0.082572164698016828 0.0012320815039713745 leaf_weight=21.643418781385666 0.9348704069852819 1.7335364272003033 0.70548039511777538 5.8161506765172817 2.5492565676104268 4.9879711474204669 leaf_count=430 13 87 11 189 156 410 internal_value=0.000378436 -0.000678041 -0.0150254 -0.000211991 0.00338082 0.0287431 internal_weight=38.3707 37.4358 8.25517 6.52163 29.1806 7.53723 internal_count=1296 1283 287 200 996 566 is_linear=0 shrinkage=0.1 Tree=538 num_leaves=7 num_cat=0 split_feature=5 4 6 8 3 4 split_gain=0.15065 0.26874 0.259759 0.240972 0.180555 0.24219 threshold=10692.000000000002 3295.0000000000005 125.44544100960267 6.0021901940977038 13.500000000000002 6106.0000000000009 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.0019922954515030401 0.080243284591135056 -0.044437653855137489 -0.060931066085982803 0.033198859355764589 -0.04913617387650155 0.03243214158975459 leaf_weight=25.693097941244552 0.6285699307918543 0.64480395708233085 0.73065720987506111 1.0521405112813227 0.74500614449789182 2.2203359529376021 leaf_count=896 7 27 60 84 71 151 internal_value=-0.000113186 0.0243881 -0.00205193 0.00369858 -0.000550789 0.000745949 internal_weight=31.7146 2.32551 29.3891 1.69694 28.6584 27.9134 internal_count=1296 118 1178 111 1118 1047 is_linear=0 shrinkage=0.1 Tree=539 num_leaves=7 num_cat=0 split_feature=10 5 0 4 4 0 split_gain=0.149076 0.312278 0.232405 0.203625 1.39742 1.17913 threshold=35.000000000000007 4845.0000000000009 1.3962115000000002 219.50000000000003 255.00000000000003 0.10875250000000002 decision_type=10 10 10 10 8 8 left_child=1 3 -2 -1 -5 -6 right_child=2 -3 -4 4 5 -7 leaf_value=-0.0053540969213652628 -0.075314443039830384 -0.051522755660558139 0.07573785780181036 0.10371585640603723 -0.052305839370954121 0.016778434957754173 leaf_weight=23.01591419476712 0.12591306114336376 1.189843729171115 0.53313536499626935 1.4277319759130449 3.2899065663441425 9.9208729919337202 leaf_count=424 95 186 46 4 205 336 internal_value=-0.00028312 -0.00108329 0.0468789 0.000510548 0.00973144 -0.000425759 internal_weight=39.5033 38.8443 0.659048 37.6544 14.6385 13.2108 internal_count=1296 1155 141 969 545 541 is_linear=0 shrinkage=0.1 Tree=540 num_leaves=7 num_cat=0 split_feature=1 20 19 4 20 4 split_gain=0.00517568 4.79735e-13 5.57176e-14 2.16546e-14 1.91943e-14 3.42608e-15 threshold=1.0000000180025095e-35 0.15294678395000003 0.22328597830000005 126.00000000000001 0.69410890325000019 2133.0000000000005 decision_type=8 10 10 10 10 10 left_child=1 -1 -3 -2 -4 -5 right_child=3 2 4 5 -6 -7 leaf_value=0.075003108754383846 -0.075000874698114187 0.07500183342528835 0.075000843584339727 -0.07500024548927911 0.075001342734915585 -0.075000492511946432 leaf_weight=0.0021728664250986185 0.0012459632919217256 0.0013538306720874971 0.0017348210258205654 0.0012559728354801791 0.0013857630247002817 0.0010154468261021066 leaf_count=14 154 16 47 538 24 503 internal_value=0.023095 0.0750019 0.0750013 -0.0750005 0.0750011 -0.0750004 internal_weight=0.0101647 0.00664728 0.00447441 0.00351738 0.00312058 0.00227142 internal_count=1296 101 87 1195 71 1041 is_linear=0 shrinkage=0.1 Tree=541 num_leaves=7 num_cat=0 split_feature=10 13 2 0 7 9 split_gain=0.163135 0.269234 0.158978 0.480446 0.605763 0.361891 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 2.7156310000000006 73.883603989971604 7.5630913137471625 decision_type=10 10 10 10 10 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.0012869739200670881 0.05317242633518815 -0.073159490038021108 0.062207803724461122 -0.076848613627805595 0.023689955620044899 -0.050328309867391487 leaf_weight=30.920808042614681 0.22486513631883909 0.67534098797477782 1.6432099216908671 0.84345870325341854 2.0701945415930822 1.4207971506984893 leaf_count=640 105 96 282 31 83 59 internal_value=0.000457202 -0.0416027 0.00148333 0.0189702 -0.00541444 -0.000980534 internal_weight=37.7987 0.900206 36.8985 4.55686 2.91365 32.3416 internal_count=1296 201 1095 396 114 699 is_linear=0 shrinkage=0.1 Tree=542 num_leaves=7 num_cat=0 split_feature=5 0 4 4 4 4 split_gain=0.155967 0.248571 0.494391 0.282515 0.371787 0.678142 threshold=59.000000000000007 0.0012470000000000001 115.00000000000001 126.00000000000001 168.50000000000003 183.00000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075773395488134887 0.038770516085961493 -0.080984100500202216 0.079996375944288212 -0.054730140878241552 0.10961980745221477 -0.00070047593312900852 leaf_weight=0.27123844691481025 1.6002783924341226 0.76600458286702888 0.43929789960384624 1.2237848626682559 0.56917750835418957 26.475579773185018 leaf_count=221 12 20 3 84 1 955 internal_value=-0.000272171 0.000386861 -0.00169717 0.00041842 -0.000818234 0.0016213 internal_weight=31.3454 31.0741 29.4738 28.7078 28.2685 27.0448 internal_count=1296 1075 1063 1043 1040 956 is_linear=0 shrinkage=0.1 Tree=543 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 21 split_gain=0.140738 0.255136 0.683401 0.209099 0.6895 0.879256 threshold=0.88996081115000014 0.71761699185000005 0.61277817545000013 0.59649699155000013 0.48125046350000006 0.35318554730000001 decision_type=10 10 10 8 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.062993876775887928 -0.030522301264012165 0.029294759248984004 -0.08209476955022689 -0.0017965499396417339 0.081074760875644997 0.057760472665260632 leaf_weight=1.3344611784322209 1.4756940767999811 2.9298605192344231 1.0195601358418986 29.773630103555476 1.3313633930719104 1.1000639829318295 leaf_count=35 24 27 21 1157 11 21 internal_value=-0.000230596 0.00096179 -0.00144023 0.00101157 0.0232129 -0.00842984 internal_weight=38.9646 37.4889 34.5591 33.5395 3.76589 2.43453 internal_count=1296 1272 1245 1224 67 56 is_linear=0 shrinkage=0.1 Tree=544 num_leaves=7 num_cat=0 split_feature=1 19 21 19 4 4 split_gain=0.0047959 1.56419e-13 4.73983e-14 1.94541e-14 1.73665e-14 2.56696e-15 threshold=1.0000000180025095e-35 0.22328597830000005 0.10786947995000001 0.76753877360000011 126.00000000000001 1771.0000000000002 decision_type=8 10 8 10 10 10 left_child=1 -1 -3 -4 -2 -6 right_child=4 2 3 -5 5 -7 leaf_value=0.075002471843131011 -0.075000815833024273 0.075001987491541577 0.075000990474507812 0.075001496803445797 -0.075000226451061927 -0.075000447664736597 leaf_weight=0.002042482348770136 0.0011517989736375966 0.0010374575476816972 0.0017772332039385219 0.0013242571585578844 0.0010921312078266965 0.0010092706194626544 leaf_count=20 154 12 49 20 511 530 internal_value=0.0232788 0.0750018 0.0750014 0.0750012 -0.0750005 -0.0750003 internal_weight=0.00943463 0.00618143 0.00413895 0.00310149 0.0032532 0.0021014 internal_count=1296 101 81 69 1195 1041 is_linear=0 shrinkage=0.1 Tree=545 num_leaves=7 num_cat=0 split_feature=20 21 20 19 19 21 split_gain=0.164557 0.168823 0.27808 0.254198 0.222609 0.263431 threshold=0.12034484320000001 0.10112863300000001 0.25585955535000005 0.76753877360000011 0.63214649220000008 0.5668160173000002 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.04652871999498609 0.042447566712269708 -0.040706500140902512 0.040179188951782463 0.04377264146014323 -0.046556710491863502 -0.001967806985161706 leaf_weight=0.75607019177550683 0.88885261606264976 1.736458334196868 1.5597119351477884 1.2950245364754653 1.0564336528400406 30.141117360898082 leaf_count=15 16 24 44 28 21 1148 internal_value=0.000349474 -0.000602463 -0.00167166 0.000318881 -0.00139902 0.000105867 internal_weight=37.4337 36.6776 35.7887 34.0523 32.7573 31.7008 internal_count=1296 1281 1265 1241 1213 1192 is_linear=0 shrinkage=0.1 Tree=546 num_leaves=7 num_cat=0 split_feature=21 19 21 21 21 19 split_gain=0.150018 0.420481 0.168447 0.241196 0.319255 0.242303 threshold=0.034219413850000012 0.90442090275000009 0.17515917035000003 0.29446832075000001 0.33156527450000001 0.13677124340000005 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=0.054346483619096456 -0.037609940500713507 -0.092256555185753555 0.034366020839428794 -0.083708433126625154 0.039372800403234869 -0.0016808883463105444 leaf_weight=0.49493272997477789 1.1241535882384921 0.4983276119427974 2.1134538654144563 0.4557464930302757 1.5267025004683601 24.648931454348066 leaf_count=6 24 19 21 8 11 1207 internal_value=-0.000265563 -0.00115564 0.000364267 0.00184936 -0.000731144 0.000713582 internal_weight=30.8622 30.3673 29.869 28.7448 26.6314 26.1756 internal_count=1296 1290 1271 1247 1226 1218 is_linear=0 shrinkage=0.1 Tree=547 num_leaves=7 num_cat=0 split_feature=4 4 4 0 8 0 split_gain=0.14181 1.32258 1.00148 0.899145 0.657397 0.549241 threshold=219.50000000000003 255.00000000000003 183.00000000000003 0.10875250000000002 6.0124073458263707 0.043260000000000007 decision_type=10 8 10 8 10 10 left_child=2 -2 5 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.0084898438227101729 0.10139996519898904 -0.081738104344521167 -0.096861107800792656 0.011390469876741234 0.014727778593885086 0.03101582264759551 leaf_weight=17.164529417548529 1.3604193627834291 2.0808365726916231 1.1325390422716726 11.360433727084455 1.0695679879463567 4.4268184346146873 leaf_count=295 4 115 32 657 96 97 internal_value=-0.000132293 0.00712079 -0.00519813 -0.00171807 -0.0489878 -0.000390099 internal_weight=38.5951 15.8713 22.7239 14.5108 3.1504 21.5913 internal_count=1296 872 424 868 211 392 is_linear=0 shrinkage=0.1 end of trees feature_importances: duration=463 bytes_in=450 feature1=381 feature2=247 feature3=234 client_ciphers_count=228 bytes_out=196 entropy=176 num_pkts_out=135 protocol=128 total_entropy=128 byte_dist_std=124 num_pkts_in=106 byte_dist_mean=105 supported_groups_count=57 server_cipher=56 ec_point_formats_count=40 server_extensions_count=17 client_extensions_count=14 parameters: [boosting: gbdt] [objective: multiclass] [metric: multi_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.1] [num_leaves: 7] [num_threads: 84] [seed: 2019] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.9] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 16336] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 24091] [extra_trees: 0] [extra_seed: 10008] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 11432] [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: 6631] [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: 26301] [num_class: 4] [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:[] v_network_Booster__need_reload_eval_info_train_data_nametraining_Booster__set_objective_to_nonebest_iterationK best_score collections defaultdict collections OrderedDictRvalid_0h.)R multi_loglossnumpy._core.multiarrayscalarnumpydtypef8R(K32?Rh6h?Rh6h;?Rh6hLu:?Rh6h?Rh6h*=?Rh6h