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] [6:6] [1:2448] [0:1955] [108:414098] [0:883751] [0:141.38235294117646] [0:87.708603978410224] [0:7.837778119612433] [0:7.9997681456364456] [0:64] [0:26] [0:0] [0:52392] [0:6] [0:26] [0:3] [0:771] [0:771] [0:0.97313978749999996] [0:0.99972970829999996] [0:0.97435084660000004] tree_sizes=440 857 843 847 911 870 871 869 910 865 866 874 903 882 876 874 906 876 878 870 894 877 869 878 908 880 872 872 902 874 880 876 908 881 873 878 912 884 881 878 905 882 885 879 905 874 884 881 907 881 888 879 905 882 881 875 901 884 886 876 908 877 881 877 910 876 877 876 906 878 876 874 907 884 884 886 908 876 882 879 905 877 877 882 913 881 880 875 918 884 880 882 913 877 877 877 919 880 875 889 914 881 878 886 910 884 879 867 911 884 879 884 905 875 888 880 917 879 881 881 917 880 881 891 917 884 880 892 918 883 884 875 905 883 888 879 910 886 891 883 907 884 880 880 908 882 884 887 907 880 895 890 908 886 891 880 908 875 885 879 912 887 893 880 911 880 892 889 915 879 887 885 913 880 883 876 915 882 889 883 914 882 875 885 908 883 892 876 917 880 878 882 908 883 893 892 919 883 885 883 908 882 887 896 918 887 894 885 917 890 892 890 915 890 889 881 915 882 890 882 914 893 882 884 915 885 886 883 920 885 879 884 917 887 887 876 918 887 896 888 920 889 884 893 917 900 894 891 920 898 884 896 920 888 886 889 922 892 892 891 919 898 892 882 924 894 894 894 931 893 880 884 919 885 898 892 924 896 894 891 923 897 896 881 924 890 894 882 925 884 892 891 921 887 898 895 922 890 902 897 924 899 892 900 921 896 891 887 925 885 897 899 922 897 892 898 934 885 898 901 935 894 899 893 928 893 896 881 933 891 890 895 932 905 891 894 931 886 895 891 927 891 903 881 935 887 894 899 933 897 903 898 931 888 894 900 929 897 897 886 932 889 899 893 935 903 895 882 941 898 899 901 937 897 900 887 937 888 884 881 938 887 890 890 939 880 896 901 936 890 903 896 940 894 900 882 936 904 898 902 941 906 901 885 935 903 900 895 941 903 899 891 941 906 893 888 939 884 890 884 940 892 891 887 940 893 895 886 942 891 895 889 945 891 893 889 945 906 897 892 944 887 901 886 945 895 903 904 941 906 902 900 944 895 901 883 952 897 901 893 949 898 894 887 946 893 897 900 949 895 904 893 943 895 902 887 945 899 897 892 947 894 899 892 950 895 892 889 949 905 896 907 946 886 900 905 950 902 897 903 831 884 893 889 945 895 903 898 719 894 893 890 718 888 897 884 718 894 888 893 Tree=0 num_leaves=3 num_cat=0 split_feature=19 0 split_gain=909 2.84217e-14 threshold=1.0000000180025095e-35 62.21475550000001 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=-1.0862943694310991 -1.4862943694310993 -1.4862943694310993 leaf_weight=75.75 221.69871287047863 5.5512896478176108 leaf_count=16 1184 12 internal_value=-1.38629 -1.48629 internal_weight=303 227.25 internal_count=1212 1196 is_linear=0 shrinkage=1 Tree=1 num_leaves=7 num_cat=0 split_feature=21 0 0 2 6 0 split_gain=120.598 270.166 56.9777 28.2284 53.5453 23.8004 threshold=0.89547868850000012 2.7156310000000006 0.0073745000000000017 6.5000000000000009 84.368340610000701 6.5500000000000006e-05 decision_type=8 8 10 10 10 10 left_child=-1 2 5 4 -4 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-1.4768129459279602 -1.2267216030863364 -1.4477196888327937 -1.1309954135051992 -1.1217452132898791 -1.4009212031871696 -1.4458813617364996 leaf_weight=99.0639638453722 8.0411215424537676 110.92450197041035 16.840656101703647 42.178454577922821 13.039266675710676 12.912037804722784 leaf_count=88 66 338 176 450 54 40 internal_value=-1.38629 -1.34232 -1.21663 -1.17443 -1.24879 -1.36178 internal_weight=303 203.936 93.0115 72.0584 29.8799 20.9532 internal_count=1212 1124 786 680 230 106 is_linear=0 shrinkage=1 Tree=2 num_leaves=7 num_cat=0 split_feature=0 9 0 4 5 3 split_gain=160.778 114.906 54.8984 39.9192 41.2418 17.9159 threshold=2.7156310000000006 7.9303028689768063 19.409948500000002 23996.500000000004 16818.000000000004 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=-1.4512615188963929 -1.4465827461116161 -1.1084537533987395 -1.3215277094858795 -1.4635078589408272 -1.151037060296654 -1.158032756955486 leaf_weight=168.76153670251369 46.524456471204758 29.827716335654259 32.51827435195446 8.1081400364637393 8.81739993393421 8.4424786865711194 leaf_count=802 117 80 121 36 28 28 internal_value=-1.38629 -1.30462 -1.37225 -1.17806 -1.30073 -1.28783 internal_weight=303 134.238 87.4852 46.7533 16.9255 40.9608 internal_count=1212 410 266 144 64 149 is_linear=0 shrinkage=1 Tree=3 num_leaves=7 num_cat=0 split_feature=0 10 9 0 2 8 split_gain=155.008 131.542 134.994 73.4377 32.8514 45.914 threshold=2.5082350000000004 35.000000000000007 7.3929686375397736 15.983666000000001 5.5000000000000009 6.0124073458263707 decision_type=8 10 10 8 10 8 left_child=4 2 3 -2 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-1.4166469964914414 -1.1277125743231613 -1.0862943725785392 -1.478404769940098 -1.3446183466120196 -1.4798316698143106 -1.111487527211811 leaf_weight=45.936818465590477 26.242095679044724 22.583850860595703 47.708044573664665 38.522847607731819 116.48300349712372 5.5233418345451346 leaf_count=286 64 48 169 134 496 15 internal_value=-1.38629 -1.30654 -1.35076 -1.25673 -1.45043 -1.38389 internal_weight=303 135.057 112.473 64.7649 167.943 51.4602 internal_count=1212 415 367 198 797 301 is_linear=0 shrinkage=1 Tree=4 num_leaves=7 num_cat=0 split_feature=19 0 0 10 7 2 split_gain=664.528 0.00404368 0.00149389 0.000917917 0.00111996 0.000964519 threshold=1.0000000180025095e-35 0.0073745000000000017 6.5500000000000006e-05 35.000000000000007 41.241066549886092 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=0.22882922392706298 -0.097337601481329084 -0.096378169029512295 -0.098628712040689681 -0.096110689717438677 -0.0975930610169298 -0.096781004072895874 leaf_weight=89.013566970825195 31.457243576645851 54.070092007517815 12.531871415674685 28.46127787977457 18.770475275814533 66.250068545341492 leaf_count=16 148 377 40 142 84 405 internal_value=-0.000396917 -0.0968521 -0.0977054 -0.0966281 -0.096734 -0.0969603 internal_weight=300.555 211.541 43.9891 167.552 139.091 85.0205 internal_count=1212 1196 188 1008 866 489 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=7 num_cat=0 split_feature=21 0 0 0 0 0 split_gain=99.1571 193.151 38.4745 21.2173 24.4878 18.5012 threshold=0.89547868850000012 2.7156310000000006 0.0073745000000000017 30.033029500000001 40.875559000000003 6.5500000000000006e-05 decision_type=8 8 10 8 8 10 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=-0.086484799754433128 0.12803210858049638 -0.07974778383046438 0.16681028693268013 0.17266070122946031 -0.049398420954312537 -0.0594108818752778 leaf_weight=91.923245504498482 8.9078114032745379 83.990529797971249 81.587285935878754 7.8265770673751858 13.587566174566744 12.879154682159422 leaf_count=88 66 225 680 67 46 40 internal_value=5.6662e-05 0.03816 0.135284 -0.0570935 0.0317612 0.017227 internal_weight=300.702 208.779 103.374 105.405 21.4141 21.787 internal_count=1212 1124 786 338 113 106 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=7 num_cat=0 split_feature=0 9 10 0 19 3 split_gain=127.137 78.7496 43.8636 25.6964 20.5049 18.8429 threshold=2.7156310000000006 7.9303028689768063 35.000000000000007 19.409948500000002 0.090384911050000016 6.5000000000000009 decision_type=8 8 8 10 10 10 left_child=-1 3 -3 -2 -4 -5 right_child=1 2 4 5 -6 -7 leaf_value=-0.060690499824275768 -0.05583407616377159 0.19722985480201993 -0.098734209971118564 -0.029451922171043251 0.089656280018951526 0.18176272463089765 leaf_weight=160.08314207196236 44.171332895755768 46.899947844445705 7.5193407982587805 7.5660820603370693 24.940554171800613 9.5614584088325483 leaf_count=802 117 131 19 39 76 28 internal_value=0.000256102 0.0696192 0.13538 -0.0155172 0.0460156 0.0884588 internal_weight=300.742 140.659 79.3598 61.2989 32.4599 17.1275 internal_count=1212 410 226 184 95 67 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=7 num_cat=0 split_feature=0 10 9 0 2 8 split_gain=123.008 85.7546 104.378 46.9467 29.405 32.6382 threshold=2.5082350000000004 35.000000000000007 7.3929686375397736 15.983666000000001 5.5000000000000009 6.0124073458263707 decision_type=8 10 10 8 10 10 left_child=4 2 3 -2 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.027900207667083517 0.2005320942142475 0.23037250229141126 -0.08872985128238714 0.035365115000923646 -0.089736162054984345 0.21350701744894571 leaf_weight=44.969461560249329 30.316796705126762 26.445171713829041 44.726417973637581 39.802989922463894 108.05847496539354 6.397196263074874 leaf_count=286 64 48 169 134 496 15 internal_value=8.39201e-05 0.0680211 0.0306371 0.106776 -0.0601258 0.00216461 internal_weight=300.717 141.291 114.846 70.1198 159.425 51.3667 internal_count=1212 415 367 198 797 301 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=7 num_cat=0 split_feature=19 0 0 10 7 10 split_gain=517.662 0.0105736 0.00536263 0.00155178 0.0017373 0.00185001 threshold=1.0000000180025095e-35 0.0073745000000000017 6.5500000000000006e-05 41.000000000000007 76.473063496013751 30.500000000000004 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=0.18840903148777377 -0.094898090973923141 -0.093794457789678126 -0.097395173609773275 -0.093091202306545079 -0.094429162397454719 -0.097245527081303476 leaf_weight=96.79954719543457 29.475132375955582 106.74322970211506 12.143517874181269 23.964439004659653 21.159460864961151 2.6213044822216025 leaf_count=16 148 690 40 123 180 15 internal_value=-0.000811614 -0.094212 -0.0956267 -0.0938309 -0.0939667 -0.0947396 internal_weight=292.907 196.107 41.6187 154.488 130.524 23.7808 internal_count=1212 1196 188 1008 885 195 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=7 num_cat=0 split_feature=13 0 7 0 10 0 split_gain=82.507 94.5002 35.6246 34.6368 29.9913 19.188 threshold=50796.000000000007 2.7156310000000006 73.565496186226582 0.0042115000000000008 47.000000000000007 1.0733535000000003 decision_type=8 8 10 10 10 8 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.070067679290645432 0.0055335082809272332 -0.062875256332322049 0.12127571939377491 0.15834809719098461 0.19971868591359704 -0.094066428898506332 leaf_weight=126.73438763618469 19.330937400460243 62.565395310521126 12.624954432249067 63.73515722155571 7.06636159867048 3.243632137775422 leaf_count=237 89 197 93 523 65 8 internal_value=7.71317e-05 0.0492656 -0.0319551 0.122785 -0.0567248 0.107291 internal_weight=295.301 158.256 75.1903 83.0661 137.044 10.31 internal_count=1212 902 290 612 310 73 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=7 num_cat=0 split_feature=0 9 4 8 3 11 split_gain=101.525 56.1804 26.9666 21.5662 33.848 18.1281 threshold=2.7156310000000006 7.9303028689768063 23996.500000000004 5.1998592407613584 6.5000000000000009 15.500000000000002 decision_type=8 8 8 10 10 10 left_child=5 3 -3 4 -2 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.064675970128452651 -0.055922009543864053 0.17601461532912266 0.062294916355161323 -0.064996612412227567 0.17554122385995577 0.091268853240386277 leaf_weight=143.72057919204235 12.99657539278269 37.755982175469398 46.575793996453285 34.464690044522285 12.294303655624388 7.8621666207909575 leaf_count=752 59 80 146 98 27 50 internal_value=0.000543232 0.060646 0.113208 -0.0135339 0.056596 -0.0565876 internal_weight=295.67 144.087 84.3318 59.7556 25.2909 151.583 internal_count=1212 410 226 184 86 802 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=7 num_cat=0 split_feature=0 9 10 0 2 6 split_gain=98.7507 63.4914 50.8007 40.0118 26.8041 25.7391 threshold=2.5082350000000004 7.9303028689768063 35.000000000000007 19.409948500000002 5.5000000000000009 84.368340610000701 decision_type=8 10 8 8 10 10 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.038497162968069279 0.15628049168016034 -0.094107324711657767 0.18770464970316963 0.029073438734842517 -0.086470497465525237 0.12561042304882133 leaf_weight=38.036012291908264 58.494344934821129 35.044858030974865 7.8248794078826895 42.833065778017044 99.946064010262489 12.76470063626766 leaf_count=253 122 131 13 149 496 48 internal_value=0.000184214 0.0593467 -0.0426691 0.102508 -0.0564077 0.00273817 internal_weight=294.944 144.197 42.8697 101.327 150.747 50.8007 internal_count=1212 415 144 271 797 301 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=7 num_cat=0 split_feature=19 0 11 4 10 0 split_gain=418.406 0.0179281 0.00458943 0.00359054 0.00208721 0.0014947 threshold=1.0000000180025095e-35 0.0073745000000000017 15.500000000000002 648.50000000000011 35.000000000000007 0.10875250000000002 decision_type=8 8 8 10 10 10 left_child=-1 3 4 -2 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.1624655776201743 -0.094205384601688091 -0.091580012431337857 -0.093101740460571125 -0.097575644247039586 -0.090507254394409264 -0.091172837523540495 leaf_weight=100.39727306365967 14.348438903689386 111.91318982094526 24.583557739853863 4.0542371720075598 21.644645541906357 4.802023045718669 leaf_count=16 87 841 91 19 113 45 internal_value=-0.00131605 -0.0919892 -0.0916551 -0.0949479 -0.0914062 -0.0927865 internal_weight=281.743 181.346 162.943 18.4027 133.558 29.3856 internal_count=1212 1196 1090 106 954 136 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=7 num_cat=0 split_feature=21 0 0 0 0 0 split_gain=69.3298 112.514 23.9301 15.818 20.1664 14.0848 threshold=0.89547868850000012 2.7156310000000006 0.0073745000000000017 30.033029500000001 45.141901000000011 6.5500000000000006e-05 decision_type=8 10 10 10 10 10 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=-0.079887970644449358 0.089241916324983836 -0.072819447409783675 0.11952272459784659 0.12107434648453577 -0.081141887244609412 -0.061979334924267916 leaf_weight=78.724882245063782 11.559269532561304 73.662800274789333 91.400924809277058 10.68827845901251 9.1567255556583387 13.184376522898672 leaf_count=88 76 225 680 78 25 40 internal_value=0.000127357 0.0301733 0.0959055 -0.0514717 0.0277693 0.00866535 internal_weight=288.377 209.652 116.145 93.5078 19.845 24.7436 internal_count=1212 1124 796 328 103 116 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=7 num_cat=0 split_feature=0 10 3 0 19 0 split_gain=82.1729 45.7773 61.4797 19.2212 16.5227 31.02 threshold=2.7156310000000006 35.000000000000007 6.5000000000000009 30.113607500000004 1.0000000180025095e-35 0.084130500000000011 decision_type=8 10 8 8 8 10 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.092172646492005544 -0.05814064486792752 -0.09321010193248519 0.1511830842860718 0.062917321767931064 0.029806994821724699 -0.094128118503767358 leaf_weight=61.238989353179932 27.162240579724312 18.483725666999817 54.961898505687714 44.766617931425571 46.878211118280888 35.480821892619133 leaf_count=16 104 47 112 147 373 413 internal_value=0.000819458 0.0538183 0.0752354 0.111562 -0.052835 -0.0235851 internal_weight=288.973 145.374 126.891 99.7285 143.598 82.359 internal_count=1212 410 363 259 802 786 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=7 num_cat=0 split_feature=0 10 9 0 3 4 split_gain=80.3727 48.0762 68.1853 24.5044 21.1465 29.3677 threshold=2.5082350000000004 35.000000000000007 7.3929686375397736 15.983666000000001 2.5000000000000004 163.00000000000003 decision_type=8 10 10 8 10 10 left_child=4 2 3 -2 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.057876389657840172 0.14122702427111697 0.16592507426236094 -0.083639353874822575 0.027057246341578467 -0.076372898242775961 0.12247978849586461 leaf_weight=23.820585213601589 34.375279866158962 29.825293064117432 39.197581566870213 41.488858819007874 104.12568631768227 14.538683593273161 leaf_count=175 64 48 169 134 551 71 internal_value=0.000338451 0.0527832 0.0234555 0.0787894 -0.0529904 0.0104811 internal_weight=287.372 144.887 115.062 75.8641 142.485 38.3593 internal_count=1212 415 367 198 797 246 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=7 num_cat=0 split_feature=19 0 0 0 13 15 split_gain=342.308 0.0190787 0.0056013 0.00517788 0.00289469 0.0014639 threshold=1.0000000180025095e-35 0.0073745000000000017 40.875559000000003 6.5500000000000006e-05 27019.000000000004 4.5000000000000009 decision_type=8 8 8 10 8 10 left_child=-1 3 4 -2 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.14346412072481965 -0.090822358079520923 -0.091148447809432376 -0.090890247390816775 -0.094435260140894497 -0.089403351048354424 -0.088547903763736516 leaf_weight=100.77843284606934 6.1673563420772579 8.2260648086667061 28.784081228077412 11.117417469620703 86.324700325727463 26.038348093628883 leaf_count=16 66 49 118 40 778 145 internal_value=-0.0020239 -0.0900008 -0.0896369 -0.0931461 -0.0893377 -0.0892051 internal_weight=267.436 166.658 149.373 17.2848 120.589 112.363 internal_count=1212 1196 1090 106 972 923 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=7 num_cat=0 split_feature=13 0 7 0 10 0 split_gain=58.1353 53.6994 27.5585 22.4296 22.0271 16.5702 threshold=50796.000000000007 2.7156310000000006 73.565496186226582 0.0042115000000000008 47.000000000000007 47.407128000000007 decision_type=8 8 10 10 10 8 left_child=4 3 -3 -2 -1 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-0.064657774666278964 -0.001456073281905204 -0.056158572942571094 0.16455354318495941 0.11933426508456024 0.088856679799027422 -0.098277578919794439 leaf_weight=111.18631484359503 19.837779171764851 56.134885653853416 10.297834709286686 68.304140873253345 10.204543285071848 3.1270825266838083 leaf_count=237 89 197 86 523 73 7 internal_value=0.000267257 0.0403097 -0.0253772 0.0921484 -0.0517528 0.103332 internal_weight=279.093 157.702 69.5598 88.1419 121.391 13.4249 internal_count=1212 902 290 612 310 93 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=7 num_cat=0 split_feature=0 5 3 10 20 0 split_gain=66.0168 37.2915 16.6047 26.3169 15.3338 27.6832 threshold=2.7156310000000006 10863.500000000002 6.5000000000000009 35.000000000000007 1.0000000180025095e-35 0.084130500000000011 decision_type=8 10 8 10 8 10 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.089665295207325357 -0.054895226918088784 0.12388444676398601 0.065629575997453213 -0.090431115463042111 0.027645692645849609 -0.091858860455102498 leaf_weight=55.263930082321167 25.8886449187994 44.729107439517975 61.240349747240543 13.120656132698057 47.417640805244446 32.787738189101219 leaf_count=16 104 96 173 37 373 413 internal_value=0.00105735 0.047957 0.0140798 0.0380934 -0.0491344 -0.0212074 internal_weight=280.448 144.979 100.25 74.361 135.469 80.2054 internal_count=1212 410 314 210 802 786 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=7 num_cat=0 split_feature=0 10 3 2 6 4 split_gain=64.9512 36.9224 51.7007 23.5716 19.5162 18.8846 threshold=2.5082350000000004 35.000000000000007 6.5000000000000009 5.5000000000000009 84.368340610000701 343.00000000000006 decision_type=8 10 10 10 10 10 left_child=3 2 5 4 -1 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.032582210307963419 0.030781933126495794 0.14590658128922926 -0.057369958870441808 -0.081148610677035674 0.10956509717441421 0.13895038113437352 leaf_weight=35.626011699438095 36.022972173988819 30.067184925079346 48.127061381936073 85.263043582439423 13.251310288906096 29.242121040821075 leaf_count=253 123 48 177 496 48 67 internal_value=0.000612906 0.0473863 0.0212626 -0.04941 0.00595587 0.079247 internal_weight=277.6 143.459 113.392 134.14 48.8773 65.2651 internal_count=1212 415 367 797 301 190 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=19 0 11 3 10 4 split_gain=285.823 0.0191201 0.00545911 0.00467489 0.00210235 0.00190011 threshold=1.0000000180025095e-35 0.0073745000000000017 11.500000000000002 5.5000000000000009 35.000000000000007 126.00000000000001 decision_type=8 8 8 8 10 10 left_child=-1 3 4 5 -3 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.12996610839193554 -0.09212895928829698 -0.087806144757060167 -0.089070475456289253 -0.094983086537235528 -0.08659845194357757 -0.08969147500858643 leaf_weight=98.576515674591064 5.624366872012617 85.879693612456322 33.63165121152997 3.2480149343609801 17.321512266993523 7.4136484786868095 leaf_count=16 33 755 223 12 112 61 internal_value=-0.0028462 -0.0883495 -0.087964 -0.0915886 -0.0876034 -0.090743 internal_weight=251.695 153.119 136.833 16.286 103.201 13.038 internal_count=1212 1196 1090 106 867 94 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=21 0 2 7 0 0 split_gain=49.5563 71.2884 17.7069 26.0895 12.7474 14.6219 threshold=0.89547868850000012 2.7156310000000006 6.5000000000000009 72.192781170150241 30.033029500000001 45.141901000000011 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.074235499485540146 0.072470635465954072 -0.066868476711963207 0.11322605470669039 -0.085540125204674994 0.097814334294541533 -0.07633662053503594 leaf_weight=66.820738799870014 45.273018836975098 64.450053863227367 59.913708940148354 13.584951616823671 11.508746467530729 8.2967947125434858 leaf_count=88 295 225 467 34 78 25 internal_value=0.000462935 0.0250478 0.0749564 0.0360003 -0.0453063 0.0248603 internal_weight=269.848 203.027 118.772 58.858 84.2556 19.8055 internal_count=1212 1124 796 329 328 103 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=7 num_cat=0 split_feature=0 10 3 4 11 0 split_gain=53.8571 30.2816 36.6223 16.4466 14.4086 19.9992 threshold=2.7156310000000006 35.000000000000007 6.5000000000000009 24937.000000000004 15.500000000000002 0.084130500000000011 decision_type=8 10 8 8 10 8 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.054643303048224838 -0.050789291031593457 -0.088974865285723737 0.12153215802898343 0.041565096248411246 0.22408820635707338 -0.093138000926897724 leaf_weight=119.96218601241708 24.495771534740925 15.45815598964691 56.5402472615242 47.18039645254612 4.4852235913276646 3.5685063302516946 leaf_count=752 104 47 121 138 9 41 internal_value=0.00121682 0.0432436 0.0591843 0.0851568 -0.0459506 0.0835293 internal_weight=271.69 143.675 128.216 103.721 128.016 8.05373 internal_count=1212 410 363 259 802 50 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=21 9 10 4 3 8 split_gain=48.8552 29.3613 45.2345 20.9784 16.0271 16.155 threshold=0.14357116100000003 7.848168949681571 35.000000000000007 163.00000000000003 1.0000000180025095e-35 4.4954850976912946 decision_type=8 10 10 8 8 8 left_child=-1 3 -3 -2 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.087939730422110549 -0.051150029211693218 -0.090023585677747389 0.11648708539713011 0.17633268795871404 -0.047200509924613027 0.060905124185875653 leaf_weight=50.211097232997417 20.416940040886402 43.562918398529291 14.02057760581374 10.476000636816023 15.742768399417399 113.37327817454934 leaf_count=25 181 292 39 18 102 555 internal_value=0.000974061 0.0214916 -0.0397418 0.0435281 0.0573758 0.0477241 internal_weight=267.804 217.592 57.5835 160.009 139.592 129.116 internal_count=1212 1187 331 856 675 657 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=7 num_cat=0 split_feature=19 0 0 0 13 10 split_gain=241.618 0.0173393 0.00437852 0.00375706 0.00369205 0.00124696 threshold=1.0000000180025095e-35 0.0073745000000000017 40.875559000000003 6.5500000000000006e-05 27019.000000000004 32.000000000000007 decision_type=8 8 8 10 8 10 left_child=-1 3 4 -2 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.11991503369623656 -0.087918101002574578 -0.088364448445294119 -0.087670501667878029 -0.091205728733324123 -0.086202938520729688 -0.085306425770822189 leaf_weight=94.616756439208984 5.3649505712091914 7.1984388045966625 24.617573760449886 9.8726601377129537 73.593555565923452 19.65889859944582 leaf_count=16 66 49 118 40 773 150 internal_value=-0.00358194 -0.0868633 -0.0864753 -0.0900482 -0.0861824 -0.0860139 internal_weight=234.923 140.306 125.068 15.2376 100.451 93.2525 internal_count=1212 1196 1090 106 972 923 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=7 num_cat=0 split_feature=13 0 10 7 0 0 split_gain=41.6503 32.1007 25.4593 22.4179 18.6187 15.1681 threshold=50796.000000000007 2.7156310000000006 50.000000000000007 73.565496186226582 0.0042115000000000008 6.5500000000000006e-05 decision_type=8 8 8 10 10 10 left_child=2 4 -1 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.060494011625357606 0.075243894737942574 -0.050261601575073582 0.1321116482758595 0.093904619538164924 0.098526646896834852 -0.096633931222099401 leaf_weight=99.339751780033112 10.337201766669752 50.604452412575483 7.3722082301974288 13.708038300275801 67.945908442139626 10.20132417231798 leaf_count=245 66 197 65 93 523 23 internal_value=0.000750578 0.0342303 -0.0471878 -0.019533 0.0733067 -0.0101265 internal_weight=259.509 152.797 106.712 64.3125 88.4844 20.5385 internal_count=1212 902 310 290 612 89 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=7 num_cat=0 split_feature=19 9 10 4 5 10 split_gain=45.3812 41.5566 19.1559 18.8597 22.807 13.692 threshold=0.090384911050000016 7.8706452915351726 35.000000000000007 126.00000000000001 63.000000000000007 30.500000000000004 decision_type=8 8 10 10 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.087193276599009301 -0.095500846074717649 0.054349645107819568 -0.088008578616279143 -0.036678002733925609 0.20458872673495396 0.13790211940801761 leaf_weight=47.327841617166996 3.8779533132910711 71.295577235519886 7.5444623902440062 97.190715841948986 7.3001578524708748 27.056248337030411 leaf_count=22 42 292 39 732 32 53 internal_value=0.00142885 0.0210041 0.065555 -0.0225303 0.10048 0.0773346 internal_weight=261.593 214.265 105.896 108.369 11.1781 98.3518 internal_count=1212 1190 384 806 74 345 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=7 num_cat=0 split_feature=0 3 2 10 8 8 split_gain=45.1432 26.8707 20.8334 18.1098 24.2624 14.7541 threshold=2.5082350000000004 82.000000000000014 5.5000000000000009 35.000000000000007 6.132086408704077 6.0124073458263707 decision_type=8 10 10 10 10 8 left_child=2 3 5 4 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.015846326633301506 0.054565684867701317 -0.091348340429495078 -0.077142499198916248 0.1244043799679421 -0.089078561024274694 0.1388502530852774 leaf_weight=39.635791420936584 81.639029905200005 13.988181233406065 73.162749327719212 28.761286020278931 13.737278595566748 7.3009221553802481 leaf_count=286 226 62 496 48 79 15 internal_value=0.00105691 0.0400448 -0.0437829 0.0548506 0.0338763 0.00821645 internal_weight=258.225 138.126 120.099 124.138 95.3763 46.9367 internal_count=1212 415 797 353 305 301 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=7 num_cat=0 split_feature=19 10 13 5 4 8 split_gain=206.004 0.006467 0.00302616 0.00606827 0.00450018 0.00144287 threshold=1.0000000180025095e-35 32.000000000000007 50796.000000000007 11158.500000000002 149.00000000000003 6.4139011052750279 decision_type=8 10 8 10 10 10 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=0.11208333153308188 -0.086942183620420124 -0.083940238751360197 -0.08676471104688821 -0.084541685221837318 -0.085173617876579455 -0.088849474886997931 leaf_weight=89.394478797912598 7.0751948468387189 19.475861821323633 25.208064690232277 7.3373122066259375 60.294775038957596 9.0268831215798837 leaf_count=16 62 159 195 30 678 72 internal_value=-0.00447792 -0.0856186 -0.0859187 -0.0869253 -0.0856427 -0.0880114 internal_weight=217.813 128.418 108.942 23.4394 85.5028 16.1021 internal_count=1212 1196 1037 164 873 134 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=21 0 2 11 4 5 split_gain=35.1054 47.4299 14.4151 16.093 11.0103 15.5601 threshold=0.89547868850000012 2.7156310000000006 8.5000000000000018 11.500000000000002 390.50000000000006 126.00000000000001 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.068763726807337167 0.048888412405670795 -0.075060587396692871 0.10584409856917186 -0.11225732464753641 -0.052309656348100531 0.21975643951513441 leaf_weight=55.904031090438366 65.324738346040249 3.4512648433446875 44.743028216063976 6.8468118906021109 69.18687054887414 3.7196677327156067 leaf_count=88 416 11 367 13 281 36 internal_value=0.00102682 0.0212137 0.0612482 0.0336007 -0.0400846 0.0778653 internal_weight=249.176 193.272 116.915 72.1716 76.3578 7.17093 internal_count=1212 1124 796 429 328 47 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=7 num_cat=0 split_feature=19 9 0 0 11 0 split_gain=38.4946 32.9703 13.783 13.9412 17.7886 10.915 threshold=0.090384911050000016 7.9532439502072663 19.409948500000002 0.084130500000000011 11.500000000000002 0.0042115000000000008 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=-0.085604612941696884 0.047529729471232823 0.067466205791197373 0.058332858513580159 -0.058774981444279339 0.18350548248964815 -0.062320395956420395 leaf_weight=42.126259192824364 17.445839114487171 84.425551664084196 22.11452578753233 61.837653134018183 5.5052046477794638 18.784720540046692 leaf_count=22 91 245 84 518 10 242 internal_value=0.001641 0.0191331 -0.0133326 -0.0286342 0.0160237 -0.00942506 internal_weight=252.24 210.113 125.688 103.573 41.7358 36.2306 internal_count=1212 1190 945 861 343 333 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=7 num_cat=0 split_feature=0 2 9 10 4 8 split_gain=36.3171 22.7634 22.6619 20.2553 16.7381 16.4833 threshold=0.23011500000000004 4.5000000000000009 7.9303028689768063 35.000000000000007 163.00000000000003 4.4954850976912946 decision_type=8 10 10 10 10 10 left_child=1 4 5 -4 -1 -2 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.045603912548438617 0.010479167385090667 -0.083335400012478827 -0.085800076952775362 0.097708861635028899 0.090599361103876785 0.08601713633514825 leaf_weight=19.788387387990952 51.674965836107731 61.38373114541173 24.837074238806963 7.9369521327316752 16.584143787622452 65.509226076304913 leaf_count=167 180 348 161 24 75 257 internal_value=0.00123352 -0.0461899 0.0321484 -0.0413593 0.0164983 0.052707 internal_weight=247.714 97.7563 149.958 32.774 36.3725 117.184 internal_count=1212 590 622 185 242 437 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=7 num_cat=0 split_feature=19 0 10 14 0 5 split_gain=175.918 0.0111347 0.00350814 0.00370758 0.00260723 0.00229517 threshold=1.0000000180025095e-35 0.0073745000000000017 32.000000000000007 1.0000000180025095e-35 6.5500000000000006e-05 11158.500000000002 decision_type=8 8 10 8 10 10 left_child=-1 4 3 -3 -2 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.10566350129542189 -0.085278731310207079 -0.083838713189798464 -0.082828709447722887 -0.085559633416380634 -0.088246418977731417 -0.083514903795510687 leaf_weight=83.160187721252441 4.5301900580525389 51.306544248014688 17.46115305274725 28.68400901556015 8.5428515598177892 6.7889120653271666 leaf_count=16 66 660 158 240 40 32 internal_value=-0.00559742 -0.084467 -0.084122 -0.0843822 -0.087218 -0.0851683 internal_weight=200.474 117.314 104.241 86.7795 13.073 35.4729 internal_count=1212 1196 1090 932 106 272 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=7 num_cat=0 split_feature=19 0 0 2 7 0 split_gain=30.1892 39.648 13.6394 9.84092 19.3226 9.64769 threshold=0.048263919150000008 2.5082350000000004 0.0080790000000000011 6.5000000000000009 72.192781170150241 15.983666000000001 decision_type=8 8 10 10 10 8 left_child=-1 2 -2 4 -4 -3 right_child=1 5 3 -5 -6 -7 leaf_value=-0.082337934963693127 -0.0081744492498831492 -0.063375053439080772 0.082247959152401365 0.10357367530465658 -0.077393490942252952 0.0022862108033171666 leaf_weight=36.473033741116524 25.555020660161972 48.343627158552408 25.85985355079174 50.413006901741028 10.726820155978201 41.661132074892521 leaf_count=19 116 200 198 438 29 212 internal_value=0.00141256 0.0164927 0.0560554 0.0749221 0.0354428 -0.032982 internal_weight=239.032 202.559 112.555 86.9997 36.5867 90.0048 internal_count=1212 1193 781 665 227 412 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=7 num_cat=0 split_feature=19 9 4 5 10 10 split_gain=32.7537 25.4352 13.8561 16.5722 13.248 12.2797 threshold=0.090384911050000016 7.8706452915351726 126.00000000000001 63.000000000000007 35.000000000000007 30.500000000000004 decision_type=8 8 10 10 10 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.084333485973375311 -0.094197828066384687 0.040477744723818869 -0.031486343093557571 0.16226650017300778 -0.085687847489717583 0.12163797503276519 leaf_weight=37.450855679810047 3.6350730583071682 71.67785968631506 90.013144236057997 8.2104497775435448 6.5189892761409274 25.195288218557835 leaf_count=22 42 292 732 32 39 53 internal_value=0.00166782 0.01736 -0.0181067 0.0835645 0.0523005 0.0615863 internal_weight=242.702 205.251 101.859 11.8455 103.392 96.8731 internal_count=1212 1190 806 74 384 345 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=7 num_cat=0 split_feature=21 9 10 4 5 8 split_gain=31.3726 18.6537 29.3052 13.0069 13.0071 12.2568 threshold=0.14357116100000003 7.848168949681571 35.000000000000007 163.00000000000003 1.0000000180025095e-35 4.4954850976912946 decision_type=8 10 10 8 8 8 left_child=-1 3 -3 -2 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.084080920899207254 -0.044534163497537152 -0.08626751408729616 0.093395019688795711 0.15338616115858558 -0.047692844354362093 0.047273929057888381 leaf_weight=36.229910962283611 18.713069561868906 34.174963057041168 12.363184049725531 10.131928026676176 15.490637741982935 110.79139661416411 leaf_count=25 181 292 39 18 102 555 internal_value=0.0015961 0.0169883 -0.0385389 0.0336465 0.0443712 0.0356246 internal_weight=237.895 201.665 46.5381 155.127 136.414 126.282 internal_count=1212 1187 331 856 675 657 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=7 num_cat=0 split_feature=19 0 10 14 5 0 split_gain=150.456 0.00957456 0.00322159 0.00247543 0.00190296 0.00187462 threshold=1.0000000180025095e-35 0.0073745000000000017 32.000000000000007 1.0000000180025095e-35 5836.0000000000009 0.0024590000000000007 decision_type=8 8 10 8 10 8 left_child=-1 5 3 -3 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=0.10037947950085069 -0.085308060306803046 -0.082926610989916633 -0.081819050186429307 -0.084463456831900638 -0.082588484925112449 -0.088028032422594771 leaf_weight=76.260998249053955 8.5862020514905417 46.819020621478558 15.602670781314371 25.438640102744102 6.8762083090841761 3.5946877524256715 leaf_count=16 83 660 158 225 47 23 internal_value=-0.0069306 -0.0834717 -0.0831323 -0.0833913 -0.0840645 -0.0861107 internal_weight=183.178 106.917 94.7365 79.1339 32.3148 12.1809 internal_count=1212 1196 1090 932 272 106 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=7 num_cat=0 split_feature=19 0 0 0 0 4 split_gain=25.9722 32.6719 11.7016 8.94388 8.84223 10.4778 threshold=0.048263919150000008 2.7156310000000006 0.0080790000000000011 15.983666000000001 3.2000000000000005e-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=-0.081093164918503324 0.15669326839859773 -0.062201310860073772 0.069114724610010003 0.0025081537959936629 -0.053600393535832319 -0.056888150339900162 leaf_weight=32.310829944908619 5.5551553219556817 44.027416195720434 85.628518529236317 41.485967107117176 15.948690056800841 3.9160967469215402 leaf_count=19 48 195 670 212 55 13 internal_value=0.00199375 0.0156516 0.0514281 -0.0308082 -0.0081503 0.0683833 internal_weight=228.873 196.562 111.048 85.5134 25.4199 9.47125 internal_count=1212 1193 786 407 116 61 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=7 num_cat=0 split_feature=19 5 10 10 15 4 split_gain=28.0491 21.159 13.1728 26.9222 17.9087 13.8548 threshold=0.090384911050000016 23740.500000000004 35.000000000000007 30.500000000000004 4.5000000000000009 126.00000000000001 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=-0.083224006606457013 0.073446476673158373 0.098092657613385439 -0.084301552855896675 0.13161702681155688 0.051155454097909982 -0.040565628716461057 leaf_weight=33.216202467679977 12.186635412275789 27.14120802283287 15.673998713493345 16.762599498033524 43.132772140204906 85.003496520221233 leaf_count=22 74 70 141 38 101 766 internal_value=0.00187112 0.0160108 0.00311545 0.0118379 -0.00247058 -0.0262697 internal_weight=233.117 199.901 172.76 157.086 140.323 97.1901 internal_count=1212 1190 1120 979 941 840 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=7 num_cat=0 split_feature=21 9 10 4 0 0 split_gain=26.7746 15.7394 25.0651 10.4283 12.1066 11.2452 threshold=0.14357116100000003 7.848168949681571 35.000000000000007 163.00000000000003 0.00019850000000000003 0.23011500000000004 decision_type=8 10 10 8 8 8 left_child=-1 3 -3 -2 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.082984036750061871 -0.041156198172820645 -0.085098404486821225 0.086917840826341297 0.22860087108174448 -0.020489600773238453 0.050503556013585554 leaf_weight=32.116401225328445 17.948789622634649 31.05469199642539 11.648286711424587 3.3188118338584891 28.431466374546289 103.65628372505307 leaf_count=25 181 292 39 6 294 375 internal_value=0.00165238 0.0155167 -0.0381767 0.0304681 0.0399622 0.0352225 internal_weight=228.175 196.058 42.703 153.355 135.407 132.088 internal_count=1212 1187 331 856 675 669 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=7 num_cat=0 split_feature=19 0 0 15 7 2 split_gain=129.306 0.0082079 0.00199553 0.0019205 0.00160706 0.00192352 threshold=1.0000000180025095e-35 0.0073745000000000017 0.0024590000000000007 6.5000000000000009 68.402266255459679 19.500000000000004 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=0.09614138237852482 -0.084261394907111792 -0.081858802163512226 -0.087155182548065105 -0.08126899545501394 -0.083233247599935611 -0.081727010528940935 leaf_weight=69.245371341705322 7.8803540468215925 25.518687751144171 3.415987316519022 15.688438154757021 33.551953952759504 11.345145292580126 leaf_count=16 83 403 23 142 392 153 internal_value=-0.00832988 -0.082602 -0.0851365 -0.0822695 -0.0824925 -0.0828526 internal_weight=166.646 97.4006 11.2963 86.1042 70.4158 44.8971 internal_count=1212 1196 106 1090 948 545 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=7 num_cat=0 split_feature=21 0 2 11 10 7 split_gain=22.1498 26.2612 11.5551 12.2547 8.29869 13.3877 threshold=1.0000000180025095e-35 2.5082350000000004 8.5000000000000018 11.500000000000002 30.500000000000004 73.565496186226582 decision_type=8 8 10 10 10 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.08103213120605271 0.035473974803873098 -0.041323929007637553 0.089272250689672955 -0.10998112022770544 -0.083614641583894228 0.057305861438553478 leaf_weight=27.833641648292542 61.096947744488716 43.203608229756355 40.456999652087688 6.3988473117351523 20.12294240295887 20.195343255996704 leaf_count=16 406 197 362 13 92 126 internal_value=0.00232213 0.0144389 0.0470139 0.0216843 -0.0276646 -0.00990602 internal_weight=219.308 191.475 107.953 67.4958 83.5219 63.399 internal_count=1212 1196 781 419 415 323 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=7 num_cat=0 split_feature=19 5 5 0 8 9 split_gain=24.1012 17.5406 11.2258 20.4375 12.1084 11.5433 threshold=0.090384911050000016 10863.500000000002 59.000000000000007 0.0080790000000000011 5.246858042816462 7.6985615227840354 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.082267223685939792 -0.090374876104935928 0.075672104228360418 0.11877548714465974 0.026232030356924441 -0.080771046802628879 0.0038834372322895435 leaf_weight=29.365589559078217 12.617638461291788 38.194557808339596 14.922767281532286 63.27656777203083 29.966843537986279 34.827877342700958 leaf_count=22 121 117 48 310 325 269 internal_value=0.00215641 0.0149483 4.3781e-05 0.00802222 -0.00488266 -0.0352683 internal_weight=223.172 193.806 155.612 142.994 128.071 64.7947 internal_count=1212 1190 1073 952 904 594 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=7 num_cat=0 split_feature=13 10 3 4 4 7 split_gain=23.4661 19.7278 22.8631 10.4099 13.4253 6.95781 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 2387.0000000000005 343.00000000000006 21.877605719934241 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=-0.082398336340070738 0.0080087544598378413 0.099577895446313097 0.080172511845042677 -0.091666951681319608 0.081872163443199752 -0.059575067023709738 leaf_weight=28.742926519364119 63.911406751722097 23.86077943071723 3.8259309045970431 6.7545190192759028 40.013552777469158 51.790528800338507 leaf_count=125 360 66 13 93 173 382 internal_value=0.00181648 0.0145459 0.00234516 0.0286293 0.0364479 -0.0499616 internal_weight=218.9 190.157 166.296 110.679 103.925 55.6165 internal_count=1212 1087 1021 626 533 395 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=7 num_cat=0 split_feature=19 10 2 13 5 2 split_gain=111.642 0.00354188 0.00143723 0.00196896 0.000832162 0.00149635 threshold=1.0000000180025095e-35 32.000000000000007 13.500000000000002 50796.000000000007 3216.0000000000005 2.5000000000000004 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=0.092734144320092207 -0.083645167686105415 -0.080269296857789038 -0.081267174931278038 -0.082460635977121305 -0.083486485276697636 -0.081315935095170225 leaf_weight=62.430370569229126 9.3740051388740522 12.520269796252249 16.784534087404609 25.534814158454537 3.8092061299830666 20.658179875463247 leaf_count=16 94 159 249 339 37 318 internal_value=-0.00970914 -0.081828 -0.0820842 -0.0823152 -0.0820659 -0.0819487 internal_weight=151.111 88.681 76.1607 59.3762 50.0022 46.193 internal_count=1212 1196 1037 788 694 657 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=7 num_cat=0 split_feature=13 15 2 4 7 0 split_gain=19.0672 13.6513 11.8811 9.73265 8.3163 16.7617 threshold=50796.000000000007 11.500000000000002 8.5000000000000018 219.50000000000003 73.963467426201291 2.7156310000000006 decision_type=8 10 10 8 10 10 left_child=1 -1 3 -2 5 -4 right_child=2 -3 4 -5 -6 -7 leaf_value=-0.050795828391348045 0.045772936720742854 0.10539246526707852 0.10644431284019906 -0.020569488161109324 0.10694656188639472 -0.086811244323068151 leaf_weight=68.233671545982361 36.032598383724689 6.0959548130631438 9.7444587871432322 57.242464397102594 24.399712562561035 8.3199258148670179 leaf_count=245 243 65 104 294 230 31 internal_value=0.00272671 -0.0379864 0.0250209 0.0050589 0.0688686 0.0174365 internal_weight=210.069 74.3296 135.739 93.2751 42.4641 18.0644 internal_count=1212 310 902 537 365 135 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=7 num_cat=0 split_feature=19 5 10 10 15 4 split_gain=20.6573 15.3528 11.0514 20.4758 14.7216 13.3915 threshold=0.090384911050000016 29772.500000000004 35.000000000000007 30.500000000000004 4.5000000000000009 126.00000000000001 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=-0.081491062034580092 0.033074217123027223 0.092231742992587532 -0.082835041278206317 0.11987293142053057 0.10064875776692805 -0.035721709656964161 leaf_weight=25.901946127414703 43.434481844305992 22.015105932950974 13.650790490210055 15.539803996682165 12.857056617736815 81.174037843942642 leaf_count=22 150 60 142 38 26 774 internal_value=0.00224951 0.0137459 0.00337804 0.0110698 -0.00122989 -0.0117417 internal_weight=214.573 188.671 166.656 153.005 137.466 124.609 internal_count=1212 1190 1130 988 950 924 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 8 split_gain=20.4551 16.8867 20.7355 6.10334 10.7303 7.98546 threshold=49191.500000000007 41.000000000000007 7.848168949681571 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=-0.081605963897364978 -0.037239884631220709 0.095353090513851602 -0.076672739878564961 0.12944930651394065 -0.049106892855991707 0.028953775250510894 leaf_weight=25.692484594881535 17.051077898591757 22.238347247242928 27.509140446782112 9.3680917620658857 15.276294108480213 92.198853801935911 leaf_count=125 181 66 255 18 102 465 internal_value=0.00196662 0.0136589 0.00240295 0.0186494 0.0268054 0.0178584 internal_weight=209.334 183.642 161.403 133.894 116.843 107.475 internal_count=1212 1087 1021 766 585 567 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=7 num_cat=0 split_feature=19 0 10 9 3 0 split_gain=97.3149 0.00402989 0.00298759 0.00172104 0.00128007 0.00108952 threshold=1.0000000180025095e-35 0.0073745000000000017 25.000000000000004 7.5275625844799867 15.500000000000002 15.058863500000003 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=0.090096514349094908 -0.083129237988369187 -0.080407493607116839 -0.079780429010987197 -0.082752541694268544 -0.081327618199259988 -0.081943193400283582 leaf_weight=56.299253225326538 9.4614930823445302 21.454737668856982 17.101653538644314 10.127748563885691 16.700445521622896 5.8875123206526032 leaf_count=16 106 455 256 148 173 58 internal_value=-0.0108179 -0.0811901 -0.0809327 -0.0812965 -0.0818655 -0.0807382 internal_weight=137.033 80.7336 71.2721 54.1704 26.8282 27.3422 internal_count=1212 1196 1090 834 321 513 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=7 num_cat=0 split_feature=19 0 2 11 0 0 split_gain=16.8604 17.7893 9.49677 9.84215 7.71354 10.1699 threshold=0.048263919150000008 2.7156310000000006 8.5000000000000018 11.500000000000002 0.0042115000000000008 3.2000000000000005e-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=-0.07830663423527795 0.055248496829761157 -0.023634474307795958 0.07988237572408724 -0.10614506469821271 0.054849462981665931 -0.087709109804757976 leaf_weight=22.632647935301065 9.2904537469148654 75.472989641129971 38.111335530877113 5.8962529599666587 39.619659073650837 10.716155119240282 leaf_count=19 61 407 367 13 317 28 internal_value=0.0030188 0.0132954 0.0401902 0.0171031 0.0292907 -0.021324 internal_weight=201.739 179.107 103.634 65.5225 59.6263 20.0066 internal_count=1212 1193 786 419 406 89 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=7 num_cat=0 split_feature=19 5 5 0 0 0 split_gain=17.651 13.0803 10.0682 15.4768 10.1849 9.47144 threshold=0.090384911050000016 29772.500000000004 59.000000000000007 0.0073745000000000017 5.0054845000000006 0.084130500000000011 decision_type=8 10 8 8 8 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.080787142360811526 -0.088507574427626939 0.087738119803870279 0.10949093565142316 0.0058226186710887765 0.018489328319378554 -0.086626361849127351 leaf_weight=22.751239500939846 11.174157682806252 20.569688905030489 14.132735237479208 22.442038986831903 92.281332150101662 21.892145033925772 leaf_count=22 121 60 38 242 319 410 internal_value=0.00226853 0.0126231 0.00308088 0.00986984 -0.000435863 -0.0398285 internal_weight=205.243 182.492 161.922 150.748 136.616 44.3342 internal_count=1212 1190 1130 1009 971 652 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=7 num_cat=0 split_feature=13 5 15 4 8 5 split_gain=17.5808 12.8407 8.14594 12.5525 11.2853 9.72477 threshold=49191.500000000007 36381.000000000007 4.5000000000000009 1242.5000000000002 4.4954850976912946 56.000000000000007 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=-0.080798859755671804 0.030997812554090256 -0.08715702230299345 0.06830510678173464 -0.043104081480054464 0.075123777505084449 -0.047777472925535719 leaf_weight=22.717843778431416 46.216946087777615 12.023773416876791 28.705044683068991 33.865159507840872 33.15293113514781 23.710915129631758 leaf_count=125 196 56 92 440 123 180 internal_value=0.00203497 0.0126263 0.019869 0.00971641 0.0270695 0.00428694 internal_weight=200.393 177.675 165.651 136.946 103.081 69.9279 internal_count=1212 1087 1031 939 499 376 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=7 num_cat=0 split_feature=19 0 15 13 0 13 split_gain=84.593 0.00294325 0.00170927 0.00112827 0.00136173 0.00120929 threshold=1.0000000180025095e-35 0.0073745000000000017 6.5000000000000009 49197.000000000007 4.1961695000000008 50796.000000000007 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.087778428274554843 -0.082342560661189113 -0.082363163345203605 -0.079250395867189766 -0.081533918667177893 -0.080902090560965978 -0.079461738056775102 leaf_weight=50.188896894454956 8.6647162809967977 3.4490104243159294 11.098161060363052 3.4279293715953827 31.134635474532843 15.78318175300956 leaf_count=16 106 46 142 63 311 528 internal_value=-0.0123162 -0.0806115 -0.0803803 -0.0806134 -0.0804936 -0.0798315 internal_weight=123.747 73.5576 64.8929 53.7948 50.3457 19.2111 internal_count=1212 1196 1090 948 902 591 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=7 num_cat=0 split_feature=19 0 2 10 7 0 split_gain=14.3431 14.1501 8.54014 7.19784 10.8709 12.016 threshold=0.048263919150000008 2.5082350000000004 8.5000000000000018 30.500000000000004 73.565496186226582 47.407128000000007 decision_type=8 8 10 10 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.077467417199049232 0.015070897730676495 -0.035755406944380751 0.076326354791864906 -0.081435522014408235 0.096543432068342858 -0.090832000555557901 leaf_weight=19.845378514379263 63.547551982104778 38.532685093581676 35.460763484239578 15.482330739498137 15.525178298354151 4.3902212381362906 leaf_count=19 419 194 362 92 113 13 internal_value=0.00305242 0.0122924 0.0370101 -0.0208099 -0.00475072 0.0552377 internal_weight=192.784 172.939 99.0083 73.9304 58.4481 19.9154 internal_count=1212 1193 781 412 320 126 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=7 num_cat=0 split_feature=19 5 5 0 0 13 split_gain=15.1191 10.9908 8.85822 12.4271 8.5914 8.47977 threshold=0.090384911050000016 23740.500000000004 59.000000000000007 0.0080790000000000011 5.0054845000000006 27019.000000000004 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.080201573269757701 -0.087279939411156249 0.078264069094375832 0.092809448336903619 0.061946598012297474 0.015775819928015779 -0.06028683702280644 leaf_weight=19.981739744544029 10.314977858215569 21.677839666604996 15.647946596145628 6.8243220970034599 89.556406997144222 33.71406595595181 leaf_count=22 121 70 48 37 312 602 internal_value=0.00227128 0.0115432 0.00227507 0.00861334 -0.00151386 -0.0397098 internal_weight=197.717 177.736 156.058 145.743 130.095 40.5384 internal_count=1212 1190 1120 999 951 639 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=7 num_cat=0 split_feature=13 10 9 5 3 2 split_gain=15.483 13.0449 16.2669 5.3892 9.20185 7.56163 threshold=49191.500000000007 41.000000000000007 7.848168949681571 4978.5000000000009 12.500000000000002 10.500000000000002 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=-0.080207816950929697 0.022151649251454856 0.089241191813045767 -0.07494622968416563 -0.079361726004081895 0.15932121305222113 -0.074611092960014433 leaf_weight=20.252131752669811 111.38108818978071 19.503035809844732 23.090331852436066 5.6549002900719634 4.5955836474895468 8.7074055112898332 leaf_count=125 576 66 255 35 9 146 internal_value=0.00251862 0.0122067 0.00241456 0.0161195 0.0204499 0.0151356 internal_weight=193.184 172.932 153.429 130.339 124.684 120.088 internal_count=1212 1087 1021 766 731 722 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=19 10 0 9 3 0 split_gain=73.5379 0.00247477 0.00114454 0.00108533 0.000957354 0.00080677 threshold=1.0000000180025095e-35 25.000000000000004 0.0073745000000000017 7.5275625844799867 15.500000000000002 15.058863500000003 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=0.085817977358764869 -0.081565562746234527 -0.078911145113580605 -0.07940129594618181 -0.081523564443827648 -0.080183351843273645 -0.080832792491754735 leaf_weight=44.45017147064209 7.1446577832102767 14.444117080420254 17.790612522512678 8.6296984292566794 13.939377849921582 5.0558966714888802 leaf_count=16 101 261 455 148 173 58 internal_value=-0.013911 -0.0800705 -0.080389 -0.080204 -0.0806958 -0.0797181 internal_weight=111.455 67.0044 52.5602 45.4156 22.5691 22.8465 internal_count=1212 1196 935 834 321 513 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=7 num_cat=0 split_feature=19 0 4 4 3 0 split_gain=12.2158 11.2949 9.41308 8.52994 8.28201 6.75924 threshold=1.0000000180025095e-35 4.6811795000000016 390.50000000000006 164.50000000000003 15.500000000000002 0.0073745000000000017 decision_type=8 8 8 10 8 10 left_child=-1 5 3 -3 -4 -2 right_child=1 2 4 -5 -6 -7 leaf_value=-0.078398051978948183 -0.015966784910913228 -0.027092612182249107 -0.073636338639625432 0.20892094663089847 0.00060302212751265228 0.046108106642032042 leaf_weight=16.751367807388306 22.586351059377193 2.9066690504550925 27.214696675539017 3.2363982349634171 33.553905304521322 78.534703429788351 leaf_count=16 106 12 128 31 210 709 internal_value=0.00303503 0.0111532 -0.0207192 0.0972482 -0.0326444 0.0322431 internal_weight=184.784 168.033 66.9117 6.14307 60.7686 101.121 internal_count=1212 1196 381 43 338 815 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=7 num_cat=0 split_feature=19 10 10 15 10 5 split_gain=13.0657 10.1032 16.7255 11.4925 11.1923 8.66604 threshold=0.090384911050000016 35.000000000000007 30.500000000000004 4.5000000000000009 13.500000000000002 59.000000000000007 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=-0.079716119955423992 -0.086219234016944382 -0.081224837415890705 0.10326021797668601 0.090147914211556712 -0.10085434138391421 0.012931151813422354 leaf_weight=17.534745514392853 9.6072991825640184 11.141780002042649 19.825610727071762 14.318455938249825 10.980266865342854 106.91731077618897 leaf_count=22 121 143 57 31 183 655 internal_value=0.00253254 0.0108791 0.0172274 0.00520085 -0.00433848 0.00475633 internal_weight=190.325 172.791 161.649 141.823 127.505 116.525 internal_count=1212 1190 1047 990 959 776 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=7 num_cat=0 split_feature=21 9 10 8 0 4 split_gain=13.5567 7.98306 13.9598 5.94021 6.0918 10.2911 threshold=0.14357116100000003 7.848168949681571 35.000000000000007 6.7263909492949656 0.59802700000000009 467.50000000000006 decision_type=8 10 10 10 8 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.080830475626407536 0.022318396015495554 -0.081677296654720941 0.071823296745682205 0.12094330963267948 0.032215017772468629 -0.077368953405354907 leaf_weight=17.585053987801075 29.390424404293299 20.223756683990363 8.3793219067156297 5.7337321415543547 88.987343925982714 15.989874131977556 leaf_count=25 249 292 39 16 297 294 internal_value=0.00272486 0.0114343 -0.036709 0.0212633 0.0170097 -0.0128067 internal_weight=186.29 168.704 28.6031 140.101 134.368 45.3803 internal_count=1212 1187 331 856 840 543 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=7 num_cat=0 split_feature=19 10 0 10 7 0 split_gain=63.9874 0.00221018 0.00113675 0.000849463 0.000603366 0.000498454 threshold=1.0000000180025095e-35 25.000000000000004 0.0073745000000000017 16.500000000000004 37.056073473393091 15.058863500000003 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.084168947638698172 -0.081121194122273754 -0.078437046102820471 -0.078874506348598397 -0.082106301714693353 -0.079931383096298131 -0.080446100690848968 leaf_weight=39.163161993026733 6.7113620564341536 12.833979001268743 12.492314077913758 1.438164897263049 25.158330306410789 2.4069437459111223 leaf_count=16 101 261 343 31 429 31 internal_value=-0.0155956 -0.0796033 -0.0799137 -0.0797184 -0.0796327 -0.0791284 internal_weight=100.204 61.0411 48.2071 41.4958 40.0576 14.8993 internal_count=1212 1196 935 834 803 374 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=7 num_cat=0 split_feature=15 10 11 13 8 4 split_gain=11.6566 14.013 9.51353 10.9943 5.31602 4.55277 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 6.8786822906706275 1242.5000000000002 decision_type=10 10 10 8 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.088479805843826559 -0.079498906647715362 0.094393876517439912 0.10622085796447377 0.0018282673290809998 -0.01509384973597604 0.046489157714895889 leaf_weight=11.432295486330984 27.624880440533161 5.5682100355625144 15.81096548959613 80.812539529055357 4.681651182472705 31.810379095375538 leaf_count=30 112 77 181 495 36 281 internal_value=0.00311298 -0.050328 0.0153849 0.00495793 0.0785058 0.0144427 internal_weight=177.741 33.1931 144.548 124.055 20.4926 112.623 internal_count=1212 189 1023 806 217 776 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=7 num_cat=0 split_feature=19 10 10 15 10 5 split_gain=11.2719 8.80663 14.7285 9.83801 10.1138 7.84813 threshold=0.090384911050000016 35.000000000000007 30.500000000000004 4.5000000000000009 13.500000000000002 59.000000000000007 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=-0.07926716853209502 -0.085399692147782674 -0.080504967462512164 0.099930579497448754 0.084872618826588392 -0.099572976784746817 0.012065950652635 leaf_weight=15.359498873353004 8.9577550999820215 10.055041423067449 18.468387380242348 13.849600695073603 10.162718594074247 106.30214463360608 leaf_count=22 121 143 57 31 183 655 internal_value=0.0027285 0.0102341 0.0160182 0.0048909 -0.00394096 0.00449113 internal_weight=183.155 167.796 157.741 139.272 125.423 115.26 internal_count=1212 1190 1047 990 959 776 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=7 num_cat=0 split_feature=21 10 9 0 4 0 split_gain=11.7093 6.97706 13.4493 7.8532 5.23587 8.33844 threshold=0.14357116100000003 41.000000000000007 7.848168949681571 1.3962115000000002 149.00000000000003 0.00019850000000000003 decision_type=8 10 10 10 8 8 left_child=-1 2 4 -3 -2 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.080447336018373714 -0.04707693657216392 -0.083461065316675229 -0.073716504694786383 0.095830534684666027 0.16969277646877987 0.017003388475016392 leaf_weight=15.428457990288734 12.156415950506924 2.8890777379274395 19.625071777030826 15.823223501443861 3.6969762444496146 109.8186286650598 leaf_count=25 113 77 305 47 6 639 internal_value=0.00284056 0.0106755 0.00327371 0.0681489 0.0152966 0.0219762 internal_weight=179.438 164.009 145.297 18.7123 125.672 113.516 internal_count=1212 1187 1063 124 758 645 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=7 num_cat=0 split_feature=19 0 15 19 5 8 split_gain=55.6452 0.00159178 0.00087289 0.000600682 0.000419379 0.00083677 threshold=1.0000000180025095e-35 0.0073745000000000017 6.5000000000000009 0.090384911050000016 14074.000000000002 6.7917423991059431 decision_type=8 10 10 10 8 10 left_child=-1 3 4 -2 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.082772633122199776 -0.080715847456425793 -0.07898855424720444 -0.07791915484212926 -0.079407798735173576 -0.078155452212778934 -0.080414178535863315 leaf_weight=34.327570915222168 7.5116726458072645 24.546788671985272 7.7701847329735747 6.5912852212786674 4.1627556644380084 4.9468651749193659 leaf_count=16 112 686 142 76 70 110 internal_value=-0.0173145 -0.0791869 -0.0788745 -0.0801045 -0.0790951 -0.0792277 internal_weight=89.8571 55.5296 41.4266 14.103 33.6564 29.4937 internal_count=1212 1196 1008 188 866 796 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=7 num_cat=0 split_feature=15 10 11 13 8 0 split_gain=9.82506 11.821 7.76312 9.39597 4.71997 4.04136 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 6.8786822906706275 47.407128000000007 decision_type=10 10 10 8 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.08756649539472916 -0.077338123454457841 0.091399294104360151 0.10066501795148966 0.016740653899850823 -0.016065792540678719 -0.089859368068807149 leaf_weight=10.074658527970312 24.728503942489628 4.9894521236419669 14.740646935999395 108.54891011118889 4.5279494151473036 3.6768817603588095 leaf_count=30 112 77 181 765 36 11 internal_value=0.00326513 -0.0490082 0.0142383 0.00494336 0.0732343 0.0132481 internal_weight=171.287 29.718 141.569 122.3 19.2686 112.226 internal_count=1212 189 1023 806 217 776 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=7 num_cat=0 split_feature=21 5 5 0 3 2 split_gain=9.78744 7.88598 6.63636 9.59551 6.566 22.2542 threshold=0.11311668870000001 26643.000000000004 59.000000000000007 0.0080790000000000011 3.5000000000000004 6.5000000000000009 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=-0.081598334594868094 -0.084661260257300572 0.074292482290725423 0.080773921107121283 -0.06030420312189072 0.12139068756565215 -0.011425153774925041 leaf_weight=12.75336118042469 8.3473550360649806 16.782772641628981 15.695239685475824 16.820714056491852 14.642395928502081 91.147848350927234 leaf_count=22 121 63 48 208 55 695 internal_value=0.0027752 0.00935909 0.00192822 0.00715426 -0.00226968 0.00695785 internal_weight=176.19 163.436 146.654 138.306 122.611 105.79 internal_count=1212 1190 1127 1006 958 750 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=7 num_cat=0 split_feature=21 10 3 0 4 4 split_gain=10.125 5.99165 10.6203 6.65998 6.2674 8.71248 threshold=0.14357116100000003 41.000000000000007 6.5000000000000009 1.3962115000000002 2387.0000000000005 343.00000000000006 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.080127685119450787 0.0036930202119234631 -0.08230251230101869 -0.039804006359432542 0.09364664782283609 -0.088877305677716026 0.066034597555160751 leaf_weight=13.52904200553894 62.148338466882706 2.538893815129998 40.744056679308414 14.09129226207733 4.9766883421689263 35.066090311855078 leaf_count=25 351 77 446 47 93 173 internal_value=0.00293246 0.00997487 0.00336515 0.0667849 0.0205769 0.0261802 internal_weight=173.094 159.565 142.935 16.6302 102.191 97.2144 internal_count=1212 1187 1063 124 617 524 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=7 num_cat=0 split_feature=20 10 0 10 0 13 split_gain=48.423 0.00155319 0.000669888 0.000604721 0.000515081 0.000383928 threshold=1.0000000180025095e-35 25.000000000000004 0.0073745000000000017 16.500000000000004 3.6336500000000007 50796.000000000007 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.081597489381789498 -0.080091926127381322 -0.077694655907700139 -0.07933075639157787 -0.081086920562660328 -0.079138479285404364 -0.078015093580606931 leaf_weight=29.982063174247742 5.6844359561800948 10.015177901834248 2.9034911561757326 1.2432441152632225 21.306014522910118 9.3945159129798395 leaf_count=16 101 261 72 31 296 435 internal_value=-0.0190879 -0.0788098 -0.0790854 -0.0789212 -0.078841 -0.0783257 internal_weight=80.5289 50.5469 40.5317 34.8473 33.604 12.298 internal_count=1212 1196 935 834 803 507 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=7 num_cat=0 split_feature=15 10 2 10 7 0 split_gain=8.44837 10.2052 6.83514 11.0182 9.12218 11.7015 threshold=4.5000000000000009 50.000000000000007 8.5000000000000018 30.500000000000004 73.883603989971604 2.7156310000000006 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0022538865419227008 -0.075553656288222068 0.089279705579769733 0.094128016397372893 -0.067423061319054997 0.10343922374980906 -0.085761450465487277 leaf_weight=92.391418348997831 22.336992666125301 4.5153165534138671 7.1535651981830579 7.3490417264401904 24.374166503548622 7.3122523725032806 leaf_count=559 112 77 104 51 278 31 internal_value=0.00350134 -0.0478363 0.0134489 0.044859 0.0661042 0.00319661 internal_weight=165.433 26.8523 138.58 46.189 38.84 14.4658 internal_count=1212 189 1023 464 413 135 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=7 num_cat=0 split_feature=21 5 4 3 2 4 split_gain=8.46596 6.92225 7.32944 10.8822 12.5191 9.97709 threshold=0.11311668870000001 59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5615.5000000000009 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=-0.081751562248365578 -0.083867855768322078 0.10109882105022305 -0.069234208648180792 0.10340327397688216 -0.038688520249987063 0.02613832819626934 leaf_weight=11.114384531974792 7.7158999573439351 8.9334187731146795 16.274823447689414 15.000525277107952 34.381055472418666 76.711005507037044 leaf_count=22 121 32 193 62 392 390 internal_value=0.00262561 0.00852311 0.0132348 0.00772139 0.0176541 0.00607555 internal_weight=170.131 159.017 151.301 142.367 126.093 111.092 internal_count=1212 1190 1069 1037 844 782 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=7 num_cat=0 split_feature=21 9 15 9 8 9 split_gain=8.81591 5.73473 6.33212 5.39031 4.92943 7.92895 threshold=0.14357116100000003 7.848168949681571 6.5000000000000009 7.8057629864500653 5.2927476730057128 6.0140020083714285 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 -2 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.079970285774690689 -0.0010205288576794105 -0.080661971213801711 0.029762317790998624 0.13911106119006469 0.094374161889803479 0.0092913562261105198 leaf_weight=11.879912585020065 81.945172065868974 13.445175481028857 8.4609415009617788 3.530510837212204 16.936527255922556 31.00251616537571 leaf_count=25 451 278 53 26 70 309 internal_value=0.00305737 0.00940785 -0.0380121 0.017194 0.01388 0.0393505 internal_weight=167.201 155.321 21.9061 133.415 129.884 47.939 internal_count=1212 1187 331 856 830 379 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=7 num_cat=0 split_feature=19 10 0 10 0 9 split_gain=42.5599 0.00115922 0.000552873 0.000475431 0.000450082 0.00025762 threshold=1.0000000180025095e-35 25.000000000000004 0.0060115000000000004 16.500000000000004 3.6336500000000007 7.4755209420133424 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 4 -4 -3 right_child=1 5 3 -5 -6 -7 leaf_value=0.080683630051509539 -0.079687805491550801 -0.079188511539149714 -0.077994254667549903 -0.080570899058795817 -0.078790006342580834 -0.077308023207982135 leaf_weight=26.410940527915955 5.1929814722388974 0.79838692396879096 11.178224046714609 1.1504012960940588 19.519698255695403 8.3241463899612409 leaf_count=16 98 7 510 31 296 254 internal_value=-0.0205597 -0.0784824 -0.078731 -0.078575 -0.0785002 -0.0774726 internal_weight=72.5748 46.1638 37.0413 31.8483 30.6979 9.12253 internal_count=1212 1196 935 837 806 261 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=7 num_cat=0 split_feature=15 10 0 4 0 10 split_gain=7.35537 9.07985 6.4195 6.96694 7.60094 6.36878 threshold=4.5000000000000009 50.000000000000007 0.0042115000000000008 156.00000000000003 3.2000000000000005e-05 30.500000000000004 decision_type=10 8 10 10 8 10 left_child=2 -2 3 4 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.098858230141780842 -0.073933670566915285 0.087907130553076404 0.033530393260945278 -0.088119477413397984 -0.025015586366436551 -0.065015986135161144 leaf_weight=6.5953258648514774 20.477143824100498 4.1730482727289191 90.561630584299564 11.245497785508631 19.897807255387306 7.0700313299894324 leaf_count=57 112 77 792 25 98 51 internal_value=0.00370635 -0.0465355 0.0128551 -0.0221709 0.00582215 0.0263941 internal_weight=160.02 24.6502 135.37 37.7386 26.4931 97.6317 internal_count=1212 189 1023 180 155 843 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=7 num_cat=0 split_feature=21 10 10 15 13 5 split_gain=7.34787 6.39549 11.1505 6.88143 6.27809 5.87117 threshold=0.11311668870000001 35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 59.000000000000007 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=-0.082033131678556512 -0.083246266754576664 -0.079400447911052219 0.092358080013816637 0.11186292248211571 -0.08912341414704214 0.009636925512220923 leaf_weight=9.6740273684263229 7.2510288804769507 7.9776283465325823 15.637125812470911 5.5630955398082724 7.7255695909261695 110.72043854929507 leaf_count=22 121 143 57 13 108 748 internal_value=0.00251813 0.0077995 0.0125351 0.00302574 -0.00179118 0.00392793 internal_weight=164.549 154.875 146.897 131.26 125.697 117.971 internal_count=1212 1190 1047 990 977 869 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=7 num_cat=0 split_feature=13 10 9 9 16 8 split_gain=7.81336 7.30832 8.57137 4.21103 5.64949 4.46865 threshold=49191.500000000007 41.000000000000007 7.848168949681571 7.7680345513044902 1.0000000180025095e-35 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=-0.078004552339990152 -0.0029431490556873978 0.080958838403168171 -0.070241603990301299 0.12024582299975167 -0.080284519046681116 0.037702901885567304 leaf_weight=11.097597384825347 68.967120807617903 12.885568499565123 14.601830717176197 3.4164927825331679 6.8864976726472369 44.501308446750045 leaf_count=125 378 66 255 34 40 314 internal_value=0.00298522 0.0089273 0.00221959 0.0107681 0.00766042 0.0129979 internal_weight=162.356 151.259 138.373 123.771 120.355 113.468 internal_count=1212 1087 1021 766 732 692 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=19 10 0 10 19 3 split_gain=37.2241 0.000974634 0.000488549 0.000433886 0.000264919 0.000245137 threshold=1.0000000180025095e-35 25.000000000000004 0.0073745000000000017 16.500000000000004 0.090384911050000016 5.5000000000000009 decision_type=8 10 10 10 10 8 left_child=-1 2 4 -4 5 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=0.079869483500344118 -0.079115258563656254 -0.07719970706870298 -0.078070630814183861 -0.080132774897494291 -0.078477105825158933 -0.080737882573102215 leaf_weight=23.067269086837769 4.2620934415608627 8.054520642384885 22.202617939561609 1.069471277296542 5.3037841990590096 1.1912843920290468 leaf_count=16 94 261 721 31 76 13 internal_value=-0.022227 -0.0781889 -0.078423 -0.0781654 -0.0789803 -0.0794697 internal_weight=65.151 42.0838 34.0293 23.2721 10.7572 5.45338 internal_count=1212 1196 935 752 183 107 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=7 num_cat=0 split_feature=15 10 2 10 7 0 split_gain=6.23596 7.84141 5.77785 8.2938 7.40902 10.6089 threshold=4.5000000000000009 50.000000000000007 8.5000000000000018 30.500000000000004 73.883603989971604 2.2097285000000002 decision_type=10 10 10 10 10 8 left_child=2 -2 -1 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0024038194287471465 -0.071800836734377885 0.086523792379530257 0.092130749187139052 -0.061562382329305498 0.094743709880693264 -0.085212097519958674 leaf_weight=89.592269815504551 18.524167649447921 3.7638245597481719 6.6089680865406963 6.553252547979354 23.267572771757841 6.8897357136011133 leaf_count=559 112 77 104 51 278 31 internal_value=0.00388576 -0.0450642 0.0120942 0.0420785 0.0605516 0.001615 internal_weight=155.2 22.288 132.912 43.3195 36.7663 13.4987 internal_count=1212 189 1023 464 413 135 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=7 num_cat=0 split_feature=19 5 2 3 0 2 split_gain=6.4044 6.02821 5.25242 9.12949 8.12435 6.68314 threshold=0.090384911050000016 44852.000000000007 12.500000000000002 6.5000000000000009 0.059867500000000004 7.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=-0.079005536611304078 0.013260365582021347 0.076235659881353626 -0.038950803034711406 0.11626693463549856 -0.056830805060080342 0.022094728972386238 leaf_weight=9.1551940813660604 54.957710441201925 11.648407086730002 26.230942068621516 11.51250074058771 23.655252428725362 21.816864158958197 leaf_count=22 304 47 301 25 301 212 internal_value=0.00218881 0.00715037 0.00132628 0.0107642 -0.00783061 0.0546233 internal_weight=158.977 149.822 138.173 111.942 78.613 33.3294 internal_count=1212 1190 1143 842 605 237 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=7 num_cat=0 split_feature=13 10 4 4 4 3 split_gain=6.80599 6.13288 6.90402 7.86152 4.03177 6.75301 threshold=49191.500000000007 41.000000000000007 4353.5000000000009 24937.000000000004 149.00000000000003 1.0000000180025095e-35 decision_type=8 10 10 10 8 8 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.077699134772122549 -0.043828653433626165 0.078397399689375258 -0.086580663228061877 0.052847583409903233 0.1102352135271783 0.011319565270347502 leaf_weight=9.7655586209148151 11.56827326864004 11.569426767528055 15.502948780544104 5.4710721448063842 7.4351035654544821 96.237791327759624 leaf_count=125 113 66 296 48 18 546 internal_value=0.00315502 0.00849783 0.00256092 -0.0502108 0.0121654 0.0184135 internal_weight=157.55 147.785 136.215 20.974 115.241 103.673 internal_count=1212 1087 1021 344 677 564 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=7 num_cat=0 split_feature=19 10 4 10 19 8 split_gain=32.8565 0.000751977 0.000251785 0.000259804 0.000215807 0.000140017 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 16.500000000000004 0.10731710305000002 5.2927476730057128 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 4 -4 -3 right_child=1 5 3 -5 -6 -7 leaf_value=0.0792339084687496 -0.079923663251556504 -0.07861493594624791 -0.079717033912627369 -0.079692996340216357 -0.077999757566445602 -0.076891846889114754 leaf_weight=20.361168622970581 0.7741555199027087 0.50702331215143104 0.7510023545473814 0.98721855506300826 28.600868418812759 6.7483566333539784 leaf_count=16 22 5 9 31 873 256 internal_value=-0.0234418 -0.077929 -0.0781428 -0.0780974 -0.0780437 -0.0770123 internal_weight=58.7298 38.3686 31.1132 30.3391 29.3519 7.25538 internal_count=1212 1196 935 913 882 261 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=7 num_cat=0 split_feature=15 10 2 10 5 4 split_gain=5.29891 6.97202 4.9709 7.30983 5.019 4.23588 threshold=4.5000000000000009 50.000000000000007 8.5000000000000018 30.500000000000004 26643.000000000004 219.50000000000003 decision_type=10 10 10 8 10 8 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.026359971386187876 -0.070030871713181161 0.085634725315044694 0.075153729992313803 -0.059372728909329167 -0.026197621484853131 -0.018870754906631093 leaf_weight=33.03371761739254 16.897166106849912 3.4676952809095374 28.90037490427494 6.2589216418564311 5.8801884911954394 55.477537523955107 leaf_count=244 112 77 376 51 37 315 internal_value=0.00389427 -0.0435244 0.0113483 0.0401154 0.0580187 -0.00198997 internal_weight=149.916 20.3649 129.551 41.0395 34.7806 88.5113 internal_count=1212 189 1023 464 413 559 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=21 5 4 3 2 4 split_gain=5.59186 5.40054 6.10526 8.92639 9.21316 7.26473 threshold=0.11311668870000001 59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5615.5000000000009 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=-0.082958991797154574 -0.082645809179395124 0.090828667148725756 -0.066993391414918987 0.090865822833919321 -0.036703693695296129 0.021586098088008546 leaf_weight=7.3513383939862251 6.5057216361165038 8.874594144523142 15.175937727093695 13.924711573868988 30.507547285407782 71.474427213892341 leaf_count=22 121 32 193 62 392 390 internal_value=0.00214703 0.00641872 0.0105588 0.0051243 0.0145668 0.00414891 internal_weight=153.814 146.463 139.957 131.083 115.907 101.982 internal_count=1212 1190 1069 1037 844 782 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=7 num_cat=0 split_feature=21 20 9 10 4 3 split_gain=6.08606 4.45284 4.80408 6.74954 4.35974 5.26924 threshold=0.14357116100000003 0.89041469205000012 7.848168949681571 35.000000000000007 149.00000000000003 1.0000000180025095e-35 decision_type=8 10 10 10 8 8 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.080504503313685125 -0.042140942983651876 -0.12072162641913012 -0.079365018223140113 0.057485769366074663 0.10714994899318463 0.017471937711407887 leaf_weight=8.2493532970547658 11.296295162290333 2.6459309831261626 12.242965455166997 5.1074288599193087 6.9837084710597983 105.99860922060907 leaf_count=25 113 7 292 39 18 718 internal_value=0.00303348 0.00781001 0.0102113 -0.0390803 0.0170928 0.0230152 internal_weight=152.524 144.275 141.629 17.3504 124.279 112.982 internal_count=1212 1187 1180 331 849 736 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=7 num_cat=0 split_feature=19 0 10 10 0 9 split_gain=28.9098 0.000581309 0.000337622 0.000273362 0.000178426 0.000157857 threshold=1.0000000180025095e-35 0.0073745000000000017 25.000000000000004 16.500000000000004 3.6336500000000007 7.4755209420133424 decision_type=8 10 10 8 10 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.078662070910278437 -0.078353013528356247 -0.077216012056408823 -0.078298056017846562 -0.07932857686174144 -0.077842469719624746 -0.076629793631304344 leaf_weight=17.846493601799011 9.5323179885745031 8.2671819510869771 0.6310025155544271 0.91819249093532462 10.102031270973383 5.6093259286135435 leaf_count=16 188 507 7 31 214 249 internal_value=-0.0249469 -0.0776867 -0.0774378 -0.0776447 -0.0775605 -0.0767985 internal_weight=52.9065 35.0601 25.5277 19.2874 18.3692 6.24033 internal_count=1212 1196 1008 752 721 256 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=7 num_cat=0 split_feature=19 0 4 5 2 10 split_gain=4.64072 4.226 4.30476 4.44009 4.05421 6.11789 threshold=1.0000000180025095e-35 47.407128000000007 65648.500000000015 10863.500000000002 8.5000000000000018 30.500000000000004 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=-0.07633200355816594 0.0023023424964005489 -0.087918186364864398 0.1458500197969316 -0.056022571197942954 0.067962870455308064 -0.024226095028362829 leaf_weight=6.8368599116802216 86.311909146606922 4.4405086487531653 2.3342937454581252 9.767819266766308 25.871256805956364 9.973634969443081 leaf_count=16 606 17 22 87 353 111 internal_value=0.00409759 0.00806218 0.0112367 0.00885478 0.0140425 0.0423118 internal_weight=145.536 138.699 134.259 131.925 122.157 35.8449 internal_count=1212 1196 1179 1157 1070 464 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=7 num_cat=0 split_feature=21 5 2 4 8 8 split_gain=4.89342 4.90837 5.73555 6.78678 6.24772 9.00367 threshold=0.11311668870000001 26643.000000000004 12.500000000000002 6248.5000000000009 5.2557369634631668 5.0718539697908787 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=-0.083596771445736004 0.0087286265092369614 0.064897648243043712 -0.046685941453554113 0.093336324576937621 -0.03771078381348409 0.15776299831545815 leaf_weight=6.4040288180112839 66.421645680442452 12.776857770979403 21.928788689896464 8.8459244016557914 28.386976690962911 4.3171227015554896 leaf_count=22 397 63 285 60 372 13 internal_value=0.00191888 0.00575722 -5.97631e-05 0.0094099 0.00192036 0.0178241 internal_weight=149.081 142.677 129.9 107.972 99.1257 70.7388 internal_count=1212 1190 1127 842 782 410 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=7 num_cat=0 split_feature=21 3 20 0 5 3 split_gain=5.31664 4.07225 4.08808 3.93774 10.2566 8.29286 threshold=0.14357116100000003 82.000000000000014 0.89041469205000012 0.10875250000000002 169.00000000000003 1.5000000000000002 decision_type=8 10 10 8 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.080531908115638554 -0.012212481784793429 -0.092426022677281505 -0.115184769684006 0.022691124505173979 -0.093677130563850186 0.12564066209889277 leaf_weight=7.2558762431144714 17.884981852024797 3.9837280586361876 2.5544557049870482 99.396979730576277 11.508016874082385 5.772276133298873 leaf_count=25 192 62 7 719 193 14 internal_value=0.00294858 0.00724143 0.0101371 0.0125162 -0.016244 0.0214231 internal_weight=148.356 141.1 137.117 134.562 35.1653 23.6573 internal_count=1212 1187 1125 1118 399 206 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=7 num_cat=0 split_feature=19 0 10 10 0 19 split_gain=25.2532 0.000464026 0.000254731 0.000215594 0.000131018 0.000121399 threshold=1.0000000180025095e-35 0.0060115000000000004 25.000000000000004 16.500000000000004 3.6336500000000007 0.090384911050000016 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=0.078125322079325848 -0.078457935546376298 -0.077035576519994403 -0.076661686780505764 -0.078975511039959492 -0.077595793348310571 -0.077705387003483853 leaf_weight=15.439375817775726 4.3986128969117981 7.6002550320699909 5.8736394601874045 0.85003675520419975 9.2620320841670019 4.1813484793528914 leaf_count=16 107 510 258 31 214 76 internal_value=-0.0270015 -0.0774615 -0.0772324 -0.0774216 -0.0773433 -0.0780912 internal_weight=47.6053 32.1659 23.586 17.7123 16.8623 8.57996 internal_count=1212 1196 1013 755 724 183 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=7 num_cat=0 split_feature=15 10 0 0 0 7 split_gain=4.25944 6.10556 4.81907 5.75907 5.06601 6.57221 threshold=4.5000000000000009 50.000000000000007 0.0042115000000000008 3.2000000000000005e-05 4.6811795000000016 73.565496186226582 decision_type=10 10 8 10 8 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.028184327442100587 -0.068250416786675053 0.08459502734275573 0.040197051464034156 -0.079150062146525577 -0.049864833486423926 0.025323870591822784 leaf_weight=8.6684812083840388 14.866580042988064 3.1709243655204764 54.94892187230289 11.808679543435572 19.087053120136261 29.737739443778992 leaf_count=62 112 77 621 36 103 201 internal_value=0.00402941 -0.0413808 0.0106216 -0.0337128 0.0193699 -0.00406961 internal_weight=142.288 18.0375 124.251 20.4772 103.774 48.8248 internal_count=1212 189 1023 98 925 304 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=7 num_cat=0 split_feature=19 10 10 15 19 0 split_gain=4.32738 4.49287 7.43055 5.07145 4.83445 4.48877 threshold=0.090384911050000016 35.000000000000007 30.500000000000004 6.5000000000000009 0.14686382560000003 77.315409000000002 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=-0.079304841657811057 0.13041226331960351 -0.078419215718709689 0.082429642881871545 0.10382357965164649 -0.0089869230844138344 0.1053063081226672 leaf_weight=6.263423927128315 2.6827223598957062 6.078042894601821 12.643975257873533 4.6879413276910773 109.76187641452998 3.5473173260688773 leaf_count=22 6 143 57 13 963 8 internal_value=0.00200868 0.00566216 0.00949531 0.00185376 -0.00226746 -0.0054088 internal_weight=145.665 139.402 133.324 120.68 115.992 113.309 internal_count=1212 1190 1047 990 977 971 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=7 num_cat=0 split_feature=13 10 5 3 4 8 split_gain=4.79644 4.68586 6.28407 4.35338 5.32612 6.95277 threshold=49191.500000000007 41.000000000000007 4385.0000000000009 12.500000000000002 2387.0000000000005 5.2927476730057128 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=-0.07721179037568468 -0.0038527558000917613 0.074435721123742624 -0.064790685127538328 0.09783656309529197 -0.07195631721295298 0.056163706057604457 leaf_weight=7.1096465196460485 76.376130651682615 9.5919056795537454 12.702038092538713 5.2999088894575825 8.3051274018362147 25.830940753221512 leaf_count=125 417 66 179 30 234 161 internal_value=0.00288866 0.0070122 0.00197992 0.00930318 0.00505733 0.0113153 internal_weight=145.216 138.106 128.514 115.812 110.512 102.207 internal_count=1212 1087 1021 842 812 578 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=7 num_cat=0 split_feature=19 0 10 10 0 19 split_gain=22.1327 0.00041563 0.000220625 0.000152368 0.000114854 0.000114619 threshold=1.0000000180025095e-35 0.0060115000000000004 25.000000000000004 16.500000000000004 3.6336500000000007 0.090384911050000016 decision_type=8 10 8 10 10 10 left_child=-1 5 3 4 -3 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.077694408437085721 -0.078255038486154144 -0.076852041741532429 -0.076472576719324822 -0.078592399558302564 -0.077401121708071077 -0.077497437751455567 leaf_weight=13.439617931842804 4.1169131426140693 6.906474223826085 5.1566762500442556 0.77444433886557895 8.4956978661939484 3.878143354319036 leaf_count=16 107 510 258 31 214 76 internal_value=-0.028575 -0.0772726 -0.0770422 -0.0772237 -0.0771549 -0.0778876 internal_weight=42.768 29.3283 21.3333 16.1766 15.4022 7.99506 internal_count=1212 1196 1013 755 724 183 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=7 num_cat=0 split_feature=0 0 0 2 9 3 split_gain=3.73849 5.34938 5.06386 4.94156 7.83201 4.5903 threshold=0.0042115000000000008 3.2000000000000005e-05 4.6811795000000016 4.5000000000000009 7.481398721155478 18.500000000000004 decision_type=8 10 8 8 8 10 left_child=1 -1 5 -4 -5 -2 right_child=2 -3 3 4 -6 -7 leaf_value=0.025754004264501137 0.038261113588415163 -0.07703499939760472 0.067115900676115628 -0.08725859361224908 0.0028600405994372142 -0.060789081520667546 leaf_weight=8.5856208279728907 57.990870758891106 12.34012048691511 6.9718588292598715 13.545539759099482 33.478913940489292 5.0893652066588393 leaf_count=62 691 40 46 70 265 38 internal_value=0.00406964 -0.0348617 0.0110281 -0.0114506 -0.0230989 0.0302697 internal_weight=138.002 20.9257 117.077 53.9963 47.0245 63.0802 internal_count=1212 102 1110 381 335 729 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=7 num_cat=0 split_feature=5 4 3 2 9 4 split_gain=4.51257 5.48215 6.58123 6.11158 6.90773 5.36275 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5.6936226724332188 5615.5000000000009 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 4 -4 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.081928966322062313 0.082253218326957367 -0.063847532311888847 -0.033785472478694817 -0.036663190137609263 0.11425578305658862 0.014633639478421768 leaf_weight=6.1510589476674786 8.7385204732418043 14.175986746326087 4.5639577805995932 28.995951786637306 10.187177531421183 68.587610569782555 leaf_count=122 32 194 32 398 35 399 internal_value=0.00183925 0.00564898 0.000357669 0.00845999 0.0684523 -0.000608686 internal_weight=141.4 135.249 126.511 112.335 14.7511 97.5836 internal_count=1212 1090 1058 864 67 797 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=7 num_cat=0 split_feature=21 9 10 8 8 8 split_gain=4.20063 3.44075 4.98856 3.82179 3.50684 3.09383 threshold=0.14357116100000003 7.848168949681571 35.000000000000007 6.7263909492949656 6.132086408704077 4.4954850976912946 decision_type=8 10 8 10 10 8 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.081073302633102251 -0.012475821202830783 -0.078847891014864835 0.050692914046231045 0.097053254785081505 -0.078962078526048529 0.023140225318857389 leaf_weight=5.7229784354567528 36.042859613895416 9.958688052836802 4.2377995513379583 5.0461342856287947 4.4438561350107184 75.435646949335933 leaf_count=25 301 292 39 16 122 417 internal_value=0.00284201 0.00639504 -0.0401786 0.0118608 0.00815233 0.011625 internal_weight=140.888 135.165 14.1965 120.968 115.922 111.479 internal_count=1212 1187 331 856 840 718 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=7 num_cat=0 split_feature=20 0 10 10 0 0 split_gain=19.6277 0.000358437 0.000163779 0.000107135 0.000108418 9.88998e-05 threshold=1.0000000180025095e-35 0.0060115000000000004 25.000000000000004 16.500000000000004 3.6336500000000007 3.2000000000000005e-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=0.077358573937281419 -0.077438433788463976 -0.076658115927959236 -0.07635296190923338 -0.078234795740015503 -0.077217133680816535 -0.078228332173549145 leaf_weight=11.859752714633942 5.0885773906484273 6.2172769759781659 4.7080523693002752 0.70326210651546794 7.8495475668460131 2.3022282337769866 leaf_count=16 143 510 258 31 214 40 internal_value=-0.0297948 -0.0770915 -0.0768666 -0.0770303 -0.0769701 -0.0776845 internal_weight=38.7287 26.8689 19.4781 14.7701 14.0668 7.39081 internal_count=1212 1196 1013 755 724 183 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=7 num_cat=0 split_feature=0 0 0 6 7 2 split_gain=3.34689 4.58786 4.37037 4.55172 7.10962 5.75051 threshold=0.0042115000000000008 3.2000000000000005e-05 4.6811795000000016 123.3400999086484 74.79556124257094 4.5000000000000009 decision_type=8 10 8 8 10 10 left_child=1 -1 -2 5 -5 -4 right_child=2 -3 3 4 -6 -7 leaf_value=0.022005326565463737 0.02868324649311052 -0.075095190591929289 0.046869054088965828 -0.0067900442473086305 0.12316295372429836 -0.070300571141809917 leaf_weight=8.4520451277494448 61.367017079144716 11.468486703932284 5.4463489279150989 24.277302619069818 5.0931159220635882 18.138934355229139 leaf_count=62 729 40 33 167 53 128 internal_value=0.00392939 -0.0338966 0.0105205 -0.0105272 0.0157451 -0.0432436 internal_weight=134.243 19.9205 114.323 52.9557 29.3704 23.5853 internal_count=1212 102 1110 381 220 161 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=7 num_cat=0 split_feature=5 4 3 2 9 6 split_gain=4.15061 4.58032 5.76158 5.42918 5.95107 5.06806 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5.6936226724332188 84.854839424013804 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 4 -4 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.081558490097723688 0.076005642915389138 -0.061596269027998557 -0.031447283979046274 -0.063416213472960364 0.10930619785392653 0.007889794542222708 leaf_weight=5.7268621064722529 8.590343236923216 13.333314821124075 4.3404941968619815 11.2974432464689 9.754288684576748 84.676300726830959 leaf_count=122 32 194 32 144 35 653 internal_value=0.00178554 0.00540166 0.000486723 0.00800724 0.0659611 -0.000503913 internal_weight=137.719 131.992 123.402 110.069 14.0948 95.9737 internal_count=1212 1090 1058 864 67 797 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=7 num_cat=0 split_feature=21 20 19 19 21 19 split_gain=3.66717 3.37547 3.82424 4.04958 6.50327 4.13985 threshold=0.14357116100000003 0.89041469205000012 0.73806720815000004 0.59331907385000016 0.64326956145000014 0.33633666740000007 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=-0.080949301956274533 0.092353816229658325 -0.11040122513910047 0.083661916607877418 -0.084656871500968345 0.0045246668400717449 -0.12050992439837552 leaf_weight=5.0403686836361885 8.4739681109786016 2.447040192782878 6.377241611480712 4.9191752374172202 107.44940185593441 2.7149440720677367 leaf_count=25 20 7 14 10 1124 12 internal_value=0.00276897 0.0059565 0.00814785 0.0042503 0.00793671 0.00144325 internal_weight=137.422 132.382 129.935 123.557 118.638 110.164 internal_count=1212 1187 1180 1166 1156 1136 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=7 num_cat=0 split_feature=19 0 10 0 0 10 split_gain=17.5963 0.000313301 0.00012305 0.0001085 8.0506e-05 6.55639e-05 threshold=1.0000000180025095e-35 0.0053445000000000012 25.000000000000004 3.2000000000000005e-05 3.6336500000000007 18.500000000000004 decision_type=8 10 8 10 10 10 left_child=-1 3 4 -2 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.077094387250482219 -0.077244433060039669 -0.076498428440455013 -0.076249702233148461 -0.078117222376792736 -0.077079238698232355 -0.077767199318703559 leaf_weight=10.601384818553925 4.697896144352856 5.6717151426710206 4.3947023861110202 2.0440582651644945 7.4503973163664341 0.43879489134997118 leaf_count=16 143 513 260 35 225 20 internal_value=-0.0306701 -0.0769278 -0.0767096 -0.077509 -0.0768586 -0.0765895 internal_weight=35.2989 24.6976 17.9556 6.74195 13.5609 6.11051 internal_count=1212 1196 1018 178 758 533 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=7 num_cat=0 split_feature=15 10 9 7 8 7 split_gain=3.3102 4.71419 3.59416 5.6492 5.29881 4.23836 threshold=4.5000000000000009 50.000000000000007 6.0966438103189775 41.241066549886092 6.0384648745748981 76.254436335588707 decision_type=10 8 10 10 10 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0087193805606719157 -0.065269314962923208 0.083073333559775364 0.088325408103209546 -0.065097761136818061 -0.0048019781966065602 0.10890513483662279 leaf_weight=62.389968104660511 12.623689904808995 2.5801285170018682 12.261724881827829 12.433571569621561 25.291833544149998 3.7662512063980094 leaf_count=526 112 77 144 48 212 93 internal_value=0.00378188 -0.0400952 0.00952564 -0.00354696 0.033198 0.00993573 internal_weight=131.347 15.2038 116.143 74.8235 41.3198 29.0581 internal_count=1212 189 1023 574 449 305 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=7 num_cat=0 split_feature=5 4 3 5 2 9 split_gain=3.81136 3.85175 5.11099 4.89919 4.8712 5.14978 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 76.000000000000014 6.5000000000000009 5.6936226724332188 decision_type=8 8 8 10 8 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=-0.081201815078626408 0.070540283094890271 0.088325924774798836 -0.028983803067653441 -0.085737014999321182 -0.00032429707857598131 0.10478191057425679 leaf_weight=5.3122600223869076 8.4394357576966268 1.9038030672818411 4.149726226925849 10.733990980312226 94.892239052802324 9.3916580229997617 leaf_count=122 32 28 32 166 797 35 internal_value=0.00181599 0.00522121 0.000668057 -0.0595155 0.00768237 0.0637897 internal_weight=134.823 129.511 121.071 12.6378 108.434 13.5414 internal_count=1212 1090 1058 194 864 67 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=7 num_cat=0 split_feature=5 13 3 4 8 3 split_gain=3.48163 3.21615 3.16347 5.23652 6.04241 6.20371 threshold=21926.500000000004 49191.500000000007 12.500000000000002 2387.0000000000005 5.2927476730057128 5.5000000000000009 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=-0.076815807671223035 -0.075932122687080703 0.0058000344847344747 0.058415926576310929 -0.065934194238637167 0.049823671137836978 -0.084790843462022744 leaf_weight=4.5467321444302797 5.4295353339985004 67.035086877644062 11.655506832059471 9.8590023606084269 28.207080515567213 8.5200950019061548 leaf_count=117 77 395 118 285 195 25 internal_value=0.00252153 0.00580266 0.00880117 0.00371158 0.010329 -0.00441558 internal_weight=135.253 129.824 125.277 113.621 103.762 75.5552 internal_count=1212 1135 1018 900 615 420 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=7 num_cat=0 split_feature=19 0 10 0 0 3 split_gain=15.6731 0.000245852 9.58825e-05 8.35496e-05 5.452e-05 5.93242e-05 threshold=1.0000000180025095e-35 0.0053445000000000012 32.000000000000007 3.2000000000000005e-05 4.1961695000000008 61.000000000000007 decision_type=8 10 10 10 10 10 left_child=-1 3 4 -2 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.07684654019965044 -0.077071958427679485 -0.076457724217202691 -0.075989743436835233 -0.077871005558246664 -0.076976523413819498 -0.076220359428112686 leaf_weight=9.3998150229454041 4.3556000003591206 6.3608035480137932 2.3985892892815164 1.8705614758655427 6.4042917368933558 1.2381069855764506 leaf_count=16 143 613 159 35 192 54 internal_value=-0.0316901 -0.076777 -0.0765739 -0.077312 -0.076674 -0.076854 internal_weight=32.0278 22.628 16.4018 6.22616 14.0032 7.6424 internal_count=1212 1196 1018 178 859 246 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=7 num_cat=0 split_feature=15 10 11 16 13 6 split_gain=2.84779 4.0524 2.99412 5.80443 4.24995 2.11421 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 1.0000000180025095e-35 50796.000000000007 125.25498420013805 decision_type=10 10 10 10 8 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.087031279307391435 -0.062716899011872163 0.082146098705217677 -0.15095953104078427 0.07508382663799068 0.0026405637518173691 0.049981498888490156 leaf_weight=4.9644173644483089 11.672161635011433 2.3138819448649874 1.2546076774597139 12.015691285952926 85.788914397358894 10.599042430520056 leaf_count=30 112 77 2 215 699 77 internal_value=0.00384928 -0.0387504 0.00904722 0.0537131 0.00319901 0.00784628 internal_weight=128.609 13.986 114.623 13.2703 101.352 96.388 internal_count=1212 189 1023 217 806 776 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=3.59403 4.73942 4.54241 4.71713 4.21174 8.87263 threshold=60.179807500000003 56582.000000000007 10863.500000000002 13.500000000000002 6248.5000000000009 5.2557369634631668 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=0.010890428333601147 0.087879091919690011 -0.1119224696095758 0.05580138189656228 -0.076140890142274403 0.055380472472029478 -0.063838010570540935 leaf_weight=67.587467927485704 4.6509368717670432 3.7796636745333663 13.811019362881778 8.602246714755891 12.48135743755847 20.771325756795704 leaf_count=421 13 32 89 86 153 418 internal_value=0.001539 -0.00162208 0.00176037 -0.00505931 0.00100436 -0.00667668 internal_weight=131.684 127.033 123.253 109.442 100.84 88.3588 internal_count=1212 1199 1167 1078 992 839 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=7 num_cat=0 split_feature=9 10 9 0 6 0 split_gain=3.20439 4.46786 3.46775 2.6458 6.18421 4.89031 threshold=7.848168949681571 35.000000000000007 7.8057629864500653 19.409948500000002 87.834410270731823 10.019682000000001 decision_type=10 8 10 10 8 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0054894581392597088 -0.078178737835936429 0.049314818200530935 0.11013995957920653 -0.099862659807597731 0.033884263371825346 0.10754825473821641 leaf_weight=96.415051495656371 10.017098277807232 3.7881259340792903 3.215689117088913 7.2544976696372006 6.604532018303872 4.9353234767913809 leaf_count=771 300 39 26 33 28 15 internal_value=0.00239923 -0.0431948 0.00771428 0.0048554 -0.0361255 0.0104593 internal_weight=132.23 13.8052 118.425 115.209 13.859 101.35 internal_count=1212 339 873 847 61 786 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=7 num_cat=0 split_feature=19 0 10 0 5 8 split_gain=14.1067 0.000189779 7.40926e-05 6.2168e-05 4.01767e-05 8.4022e-05 threshold=1.0000000180025095e-35 0.0053445000000000012 32.000000000000007 3.2000000000000005e-05 26041.500000000004 6.797036859624134 decision_type=8 10 10 10 8 10 left_child=-1 3 4 -2 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.076652518782800494 -0.076905975043952746 -0.07647533212742573 -0.075905067712953522 -0.077624245500904687 -0.076028077535617439 -0.077196501830613051 leaf_weight=8.4528236389160156 4.0222843559458878 9.4736395406071043 2.1727397127542636 1.7204202450811861 1.3854436222463853 1.9476785373408354 leaf_count=16 143 694 159 35 61 104 internal_value=-0.0322215 -0.0766324 -0.076445 -0.0771212 -0.0765366 -0.0765983 internal_weight=29.175 20.7222 14.9795 5.7427 12.8068 11.4213 internal_count=1212 1196 1018 178 859 798 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=7 num_cat=0 split_feature=15 16 19 9 7 10 split_gain=2.53938 3.88422 3.17436 2.82534 4.78777 4.73482 threshold=4.5000000000000009 2.0000000000000004 1.0000000180025095e-35 6.0966438103189775 41.241066549886092 30.500000000000004 decision_type=10 8 8 10 10 8 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.0081978097457469212 -0.077575641981839083 -0.075545854872762996 0.098852349366546965 0.043645127128432125 -0.061287379574593917 -0.058277762620767642 leaf_weight=61.561720725148916 8.5560888461768592 1.6207430809736252 2.9313745088875303 34.389673555269837 11.820268362760542 5.2542170546948901 leaf_count=526 96 9 84 398 48 51 internal_value=0.00379409 -0.0378703 0.0367593 0.00862613 -0.00299477 0.0301367 internal_weight=126.134 13.1082 4.55212 113.026 73.382 39.6439 internal_count=1212 189 93 1023 574 449 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=7 num_cat=0 split_feature=5 21 0 3 4 3 split_gain=3.45081 3.2673 4.70393 4.07853 3.63915 4.67486 threshold=59.000000000000007 0.11311668870000001 0.0042115000000000008 1.5000000000000002 126.00000000000001 3.5000000000000004 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=-0.080832150777401468 -0.090656799161593984 0.074421311589434519 -0.088081193295396931 0.14493296356991095 -0.084367255718963197 0.0083441537451497422 leaf_weight=4.9126648576930156 3.4969419538974762 9.6327774897217733 4.8528061974793664 1.8438323736190785 5.7580755911767474 98.082808991894126 leaf_count=122 21 23 104 3 101 838 internal_value=0.0013624 0.00462757 0.00740033 0.0015598 0.00567591 0.00320322 internal_weight=128.58 123.667 120.17 110.538 105.685 103.841 internal_count=1212 1090 1069 1046 942 939 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=7 num_cat=0 split_feature=9 10 9 20 19 19 split_gain=2.87193 3.9177 2.89373 2.48707 4.36819 3.71849 threshold=7.848168949681571 35.000000000000007 7.782123367323563 0.79454162265000006 0.73806720815000004 0.59331907385000016 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=0.0077527276274163837 -0.077923668992791184 0.046737025301757967 0.098336347712827121 -0.057229301791772581 0.098456241593086233 -0.080790021916361213 leaf_weight=97.342512384057045 9.061490695923565 3.4926977194845668 3.3751754350960246 6.1954929307103148 5.0783966705203047 4.9860342890024176 leaf_count=803 300 39 29 16 13 12 internal_value=0.00221043 -0.0432418 0.00708842 0.00437741 0.00793103 0.00343842 internal_weight=129.532 12.5542 116.978 113.602 107.407 102.329 internal_count=1212 339 873 844 828 815 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=7 num_cat=0 split_feature=19 4 10 7 5 7 split_gain=12.4651 0.000117614 9.27919e-05 3.57901e-05 4.85008e-05 5.07876e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 43.595837193710715 12959.500000000002 74.149897609070038 decision_type=8 8 10 8 10 8 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.076444067888967945 -0.07805389287322545 -0.076380414918994027 -0.07598395890438514 -0.077214609498946485 -0.076005297910298877 -0.076629846536083832 leaf_weight=7.399841696023941 0.47554510831833496 6.1775781945325443 3.3406577345449469 1.9563964363187523 0.92190155480057079 6.1672914272639909 leaf_count=16 22 446 261 86 43 338 internal_value=-0.0336945 -0.076501 -0.0764612 -0.076566 -0.0766927 -0.0767707 internal_weight=26.4392 19.0394 18.5638 15.2232 9.04559 8.12369 internal_count=1212 1196 1174 913 467 424 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=7 num_cat=0 split_feature=8 2 8 15 11 9 split_gain=2.35882 3.28235 4.07446 4.15369 3.70619 2.3049 threshold=7.2680146144134401 11.500000000000002 5.2186797050889249 6.5000000000000009 11.500000000000002 6.0419086793332397 decision_type=10 10 10 10 10 10 left_child=1 4 -3 5 -1 -4 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0030768586302731271 -0.044709539778235927 -0.10311983987649208 -0.038628125065638896 -0.066720962956274915 -0.10387350008113512 0.08191820356536185 leaf_weight=88.54479549266398 9.3306079916656 1.7916904427111173 1.7529947906732619 2.5083643067628136 3.3632020130753508 16.665445744991302 leaf_count=759 85 8 20 37 17 286 internal_value=0.00364073 0.00757645 0.0416123 0.0540038 -0.000836791 0.0704451 internal_weight=123.957 114.626 22.7185 20.9268 91.908 18.4184 internal_count=1212 1127 351 343 776 306 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=7 num_cat=0 split_feature=5 10 15 21 10 0 split_gain=3.14426 3.11165 4.38808 2.7972 4.3094 5.11763 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 0.11311668870000001 30.500000000000004 0.0042115000000000008 decision_type=8 10 10 8 10 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.080395567891874922 -0.091243297769021195 -0.077635636249859877 0.090864729267497057 0.069391715448243851 0.075843240156397859 -0.0074727865792377935 leaf_weight=4.5487803220748892 3.0674863010644913 4.4656462175771585 5.9793658927083007 9.5823006927967054 8.0791434198617917 90.187227433547378 leaf_count=122 21 143 29 23 41 833 internal_value=0.00122915 0.00428855 0.00741822 0.00291971 0.00559794 -9.03845e-05 internal_weight=125.91 121.361 116.896 110.916 107.849 99.7695 internal_count=1212 1090 947 918 897 856 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=7 num_cat=0 split_feature=5 20 0 5 4 8 split_gain=2.72279 2.81976 2.89811 8.32917 5.73916 4.07108 threshold=21926.500000000004 0.89041469205000012 0.10875250000000002 169.00000000000003 163.00000000000003 4.4954850976912946 decision_type=10 10 8 10 8 8 left_child=1 2 3 4 -1 -4 right_child=-2 -3 5 -5 -6 -7 leaf_value=-0.028908777908545742 -0.07497553952528635 -0.10494024042390621 -0.029151867088661222 -0.090493453584196179 0.072816482989431511 0.026685281306079056 leaf_weight=12.408261440694334 4.4106353628449133 2.2902332097291938 15.948985721915959 10.749980325810609 10.028669081628321 72.025821121875197 leaf_count=166 77 7 107 203 41 611 internal_value=0.0022274 0.00498567 0.00706352 -0.0181173 0.0165595 0.0165625 internal_weight=127.863 123.452 121.162 33.1869 22.4369 87.9748 internal_count=1212 1135 1128 410 207 718 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=7 num_cat=0 split_feature=19 0 10 21 10 0 split_gain=11.0315 0.000112944 5.15053e-05 3.33138e-05 3.30387e-05 3.17472e-05 threshold=1.0000000180025095e-35 0.0042115000000000008 25.000000000000004 0.14357116100000003 16.500000000000004 3.6336500000000007 decision_type=8 10 10 10 10 10 left_child=-1 3 4 -2 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.076265588315829372 -0.077069664005444169 -0.076090827003635966 -0.075864114699122326 -0.076541676539903417 -0.077158800458586141 -0.076464367134690056 leaf_weight=6.4986764490604401 2.3386715622618857 4.0791301447898114 2.9576403447426847 2.443729676771909 0.46988136693835336 5.1451070192269981 leaf_count=16 100 517 261 73 31 214 internal_value=-0.0349352 -0.0763859 -0.0762294 -0.0767999 -0.0763408 -0.0762992 internal_weight=23.9328 17.4342 12.6518 4.7824 9.69412 9.22424 internal_count=1212 1196 1023 173 762 731 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 5 split_gain=2.91813 2.75968 4.10603 6.29938 2.45939 5.01986 threshold=47.407128000000007 0.0042115000000000008 149.00000000000003 3.2000000000000005e-05 0.030054500000000001 3410.5000000000005 decision_type=10 8 8 10 8 8 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.088753612117980732 -0.085773137686500259 0.094999225172822596 -0.08538960317872378 -0.076462799602619619 0.0072220809888312769 -0.079544792582834062 leaf_weight=5.0649478957057017 3.5570641458034506 8.0374718289822304 7.65872798860073 4.239361010491848 90.798330886289477 2.0726039130240688 leaf_count=57 17 130 29 16 952 11 internal_value=0.00346496 0.00615794 -0.0311617 0.0134754 0.0124315 0.059217 internal_weight=121.429 117.871 16.963 9.30431 100.908 10.1101 internal_count=1212 1195 102 73 1093 141 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=7 num_cat=0 split_feature=0 4 3 2 4 4 split_gain=3.03685 3.54542 4.00882 3.85274 4.55584 3.93742 threshold=64.315626000000009 56582.000000000007 44.500000000000007 12.500000000000002 6248.5000000000009 7587.0000000000009 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=-0.0018382907025177983 0.096064735401874379 -0.099428272782061136 0.07923906135846287 -0.04947381040846318 0.13772786978837992 -0.0052048155578976281 leaf_weight=86.595617018640041 3.2931078672409049 3.570489812642335 6.3117284104228011 15.183711477555333 4.5718139186501494 3.3318953234702349 leaf_count=797 10 33 41 271 11 49 internal_value=0.00133015 -0.00127907 0.00174211 -0.00271746 0.00479513 0.077473 internal_weight=122.858 119.565 115.995 109.683 94.4993 7.90371 internal_count=1212 1202 1169 1128 857 60 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=7 num_cat=0 split_feature=9 10 8 8 10 13 split_gain=2.49149 3.20537 2.53176 2.72402 2.35102 3.6665 threshold=7.848168949681571 35.000000000000007 6.7263909492949656 6.132086408704077 42.500000000000007 49199.500000000007 decision_type=10 8 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0069742777927641808 -0.077805106548284916 0.042082468603182301 0.077300084372924169 -0.083083618214874977 0.087747239574980415 -0.096872167227344944 leaf_weight=99.114884323440492 7.8147935331799063 3.1206888332962999 4.8200680539011946 3.5368239246308795 3.4155112504959098 3.5206913147121659 leaf_count=697 300 39 17 122 25 12 internal_value=0.00200995 -0.0435925 0.00636878 0.00324897 0.00612817 0.00341205 internal_weight=125.343 10.9355 114.408 109.588 106.051 102.636 internal_count=1212 339 873 856 734 709 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=7 num_cat=0 split_feature=19 0 10 0 10 0 split_gain=10.0363 8.82824e-05 4.1063e-05 3.13298e-05 2.47496e-05 2.74952e-05 threshold=1.0000000180025095e-35 0.0042115000000000008 25.000000000000004 3.2000000000000005e-05 16.500000000000004 3.6336500000000007 decision_type=8 10 10 10 10 10 left_child=-1 3 4 -2 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.076158743790592412 -0.076494133624443322 -0.075996386532731774 -0.075791485275208292 -0.077087307801769644 -0.0769757794538624 -0.076359658837931429 leaf_weight=5.9180772304534912 3.1735223210416761 3.7092129315715248 2.6776346841361365 1.2376818591728804 0.43275473173707801 4.7536504329182208 leaf_count=16 143 517 261 30 31 214 internal_value=-0.0350909 -0.0762799 -0.0761348 -0.0766606 -0.0762382 -0.0762004 internal_weight=21.9025 15.9845 11.5733 4.4112 8.89562 8.46286 internal_count=1212 1196 1023 173 762 731 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=7 num_cat=0 split_feature=0 2 5 2 11 7 split_gain=2.54598 2.44298 2.71967 2.85774 3.60516 2.4451 threshold=47.407128000000007 103.50000000000001 11641.500000000002 12.500000000000002 11.500000000000002 73.680368283335497 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=0.0053450115396726028 -0.084434344236626074 0.12153966342571615 -0.056971569543876756 -0.036646600629691668 -0.099211005362455959 0.068446690724953449 leaf_weight=88.86027580499649 3.2069229111075392 1.7982637397944916 6.85980519093573 2.7171220295131198 3.4249276965856543 11.952156260609625 leaf_count=826 17 17 83 30 18 221 internal_value=0.00345611 0.00589406 0.00406686 0.00798172 0.00146468 0.0489808 internal_weight=118.819 115.613 113.814 106.954 92.2852 14.6693 internal_count=1212 1195 1178 1095 844 251 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=7 num_cat=0 split_feature=5 4 3 4 5 10 split_gain=2.84261 2.67331 4.02638 4.32171 4.07301 2.60362 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 343.00000000000006 76.000000000000014 35.000000000000007 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=-0.080076320788763006 0.060480933080694299 0.074479690228732853 0.1904791884601591 0.0073557097872635896 -0.084960664641250794 -0.077222955047615269 leaf_weight=4.1672457000240675 7.8117364645004264 1.9413131456822146 1.2592847943305958 92.103578978218138 9.1723144454881531 3.7893604012206188 leaf_count=122 32 28 6 715 166 143 internal_value=0.00107111 0.00398434 -9.20733e-05 0.00643042 -0.0571098 0.00401345 internal_weight=120.245 116.078 108.266 97.1522 11.1136 95.8929 internal_count=1212 1090 1058 864 194 858 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 19 split_gain=2.43871 2.476 2.83087 5.34549 5.19532 3.69795 threshold=0.89041469205000012 0.14357116100000003 0.67010311760000008 0.59331907385000016 0.64326956145000014 0.33633666740000007 decision_type=10 8 10 10 8 10 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.084810301400306445 -0.10242901213068155 0.080381425499167297 0.064591723781462981 -0.11744700273931485 0.0027156810673552418 -0.11694777318310851 leaf_weight=3.0761253014206886 2.2021505758166304 8.6361286118626577 7.7241015657782546 3.6253474950790396 95.262555927736685 2.6544425934553137 leaf_count=25 7 20 16 8 1124 12 internal_value=0.00186012 0.00375848 0.00606927 0.00196653 0.00602944 -0.000528289 internal_weight=123.181 120.979 117.903 110.178 106.553 97.917 internal_count=1212 1205 1180 1164 1156 1136 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=7 num_cat=0 split_feature=19 0 10 0 10 0 split_gain=9.11583 6.96874e-05 3.31736e-05 2.43291e-05 2.08626e-05 2.27442e-05 threshold=1.0000000180025095e-35 0.0042115000000000008 25.000000000000004 3.2000000000000005e-05 16.500000000000004 3.6336500000000007 decision_type=8 10 10 10 8 10 left_child=-1 3 4 -2 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.076046507798867763 -0.076382753235542736 -0.075915236909626982 -0.075726306908716789 -0.076928108896432368 -0.076845651000918502 -0.076259153361067228 leaf_weight=5.3650038540363312 2.9326662467792657 3.4190265429206166 2.4601494735106817 1.134469545446336 0.40396087197586972 4.3944798624143004 leaf_count=16 143 517 261 30 31 214 internal_value=-0.03557 -0.0761826 -0.0760484 -0.0765349 -0.0761449 -0.0761087 internal_weight=20.1098 14.7448 10.6776 4.06714 8.21747 7.81351 internal_count=1212 1196 1023 173 762 731 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 5 split_gain=2.32396 2.31093 3.57428 5.56804 2.44998 4.1058 threshold=47.407128000000007 0.0042115000000000008 156.00000000000003 3.2000000000000005e-05 0.030054500000000001 3698.5000000000005 decision_type=10 8 10 10 8 10 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.086052203627111079 -0.083671786157281977 0.093008470456100445 -0.082991429361788327 -0.073810329303576144 0.0062190780539919067 -0.075839718647516874 leaf_weight=4.7472146376967412 2.9928593486547461 7.4434139989316446 7.0361799001693717 4.0269462093710899 89.277147459797561 1.7856194898486135 leaf_count=57 17 130 29 16 952 11 internal_value=0.00331618 0.00559356 -0.0298959 0.0126825 0.0112897 0.06034 internal_weight=117.309 114.317 15.8103 8.77416 98.5062 9.22903 internal_count=1212 1195 102 73 1093 141 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=7 num_cat=0 split_feature=5 21 0 3 4 3 split_gain=2.60901 2.39521 3.07198 3.61516 2.98211 3.80709 threshold=59.000000000000007 0.11311668870000001 0.0042115000000000008 1.5000000000000002 126.00000000000001 3.5000000000000004 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=-0.079711856026678421 -0.094233287882756561 0.061983300043930711 -0.087446372014259366 0.13211222548315346 -0.082939456203400597 0.0072273601265561808 leaf_weight=3.8679708885028949 2.4393060728907585 8.9922444820404035 4.4194570127874604 1.8118374347686756 4.9347818661481133 91.683687534183264 leaf_count=122 21 23 104 3 101 838 internal_value=0.00106158 0.00379545 0.00593348 0.001033 0.00500566 0.0026221 internal_weight=118.149 114.281 111.842 102.85 98.4303 96.6185 internal_count=1212 1090 1069 1046 942 939 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=7 num_cat=0 split_feature=5 20 19 19 19 19 split_gain=2.25479 2.05895 3.06731 3.08642 3.05476 4.25353 threshold=21926.500000000004 0.79454162265000006 0.73806720815000004 0.59331907385000016 0.23075891465000004 0.090384911050000016 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=0.0051793263905294375 -0.074896134446845203 -0.053373626711337545 0.081929843292126714 -0.074772320743174123 0.059432005671490297 -0.12139057082202187 leaf_weight=89.333561098203063 3.7305214214138678 5.927281003445386 5.2229720950126639 4.8173586428165427 10.068740911781786 2.7364831492304793 leaf_count=1059 77 16 13 12 27 8 internal_value=0.0016486 0.00406635 0.00710134 0.00344725 0.00713647 0.00141745 internal_weight=121.837 118.106 112.179 106.956 102.139 92.07 internal_count=1212 1135 1119 1106 1094 1067 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=7 num_cat=0 split_feature=20 0 10 0 10 0 split_gain=8.11758 5.7142e-05 2.60054e-05 2.27683e-05 1.62396e-05 1.8606e-05 threshold=1.0000000180025095e-35 0.0042115000000000008 25.000000000000004 3.2000000000000005e-05 16.500000000000004 3.6336500000000007 decision_type=8 10 10 10 10 10 left_child=-1 3 4 -2 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075932081140247951 -0.076272052384946443 -0.075839175762670949 -0.075670022006600557 -0.076821553817513599 -0.076698976268427338 -0.076163583294070497 leaf_weight=4.7377291023731232 2.6941917170770497 3.1298455494688806 2.2722100669052452 1.0470934445038436 0.37319774832576502 4.0630480605177581 leaf_count=16 143 517 261 30 31 214 internal_value=-0.0367722 -0.0760932 -0.0759667 -0.0764258 -0.0760558 -0.0760224 internal_weight=18.3173 13.5796 9.8383 3.74129 7.56609 7.19289 internal_count=1212 1196 1023 173 762 731 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=7 num_cat=0 split_feature=0 0 0 5 4 6 split_gain=2.11843 2.32316 3.42241 4.89536 3.67187 5.12448 threshold=47.407128000000007 30.053426000000005 4.6811795000000016 519.00000000000011 467.50000000000006 124.01857054190275 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=-0.0087209389995612663 -0.082971482740002156 0.04969535935315253 0.059065982121141794 -0.060051583452194718 0.050067578950919539 -0.058199277900677596 leaf_weight=45.792482789605856 2.7904602326452723 10.640111595392225 4.3516144827008274 16.653822675347328 29.966059108264744 5.1185299418866625 leaf_count=342 17 82 33 167 531 40 internal_value=0.00309817 0.00523262 0.000589147 -0.0353745 0.00992964 0.0342724 internal_weight=115.313 112.523 101.883 21.0054 80.8771 35.0846 internal_count=1212 1195 1113 200 913 571 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=7 num_cat=0 split_feature=5 10 15 11 10 6 split_gain=2.36208 2.35217 3.6507 2.53507 3.98562 2.97628 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 6.5000000000000009 30.500000000000004 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=-0.079433789420629453 0.0079419718747498307 -0.07708432690985885 0.08843789365401683 -0.039314285566369768 0.094971873998762557 -0.064983510280597609 leaf_weight=3.5499725313857189 79.76811087410897 3.5162667250260702 5.1209975704550734 13.021819303743539 4.9656742662191382 6.0187561996281138 leaf_count=122 595 143 29 234 23 66 internal_value=0.000878786 0.00341507 0.00601442 0.00194703 0.0078675 0.00282556 internal_weight=115.962 112.412 108.895 103.774 90.7525 85.7869 internal_count=1212 1090 947 918 684 661 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=7 num_cat=0 split_feature=9 9 15 0 6 0 split_gain=2.12763 2.54688 2.26155 2.24501 4.82903 4.19031 threshold=7.848168949681571 7.8057629864500653 9.0000000000000018 19.409948500000002 87.834410270731823 10.019682000000001 decision_type=10 10 10 10 8 10 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=0.0038608531332841242 -0.066930447642158483 0.096490901547056043 0.055664117854974896 -0.096326511414841456 0.026278043585976286 0.10414144557231023 leaf_weight=90.844009889289737 7.7902507963590306 3.0054862303659311 1.8649882860481737 6.5358223319053623 6.3179672360420236 4.3672086894512168 leaf_count=771 316 26 23 33 28 15 internal_value=0.00177596 0.00569004 -0.0432503 0.0031647 -0.0360632 0.00846059 internal_weight=120.726 111.07 9.65524 108.065 12.8538 95.2112 internal_count=1212 873 339 847 61 786 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=7 num_cat=0 split_feature=20 4 10 8 3 7 split_gain=7.40103 6.22935e-05 3.496e-05 1.48359e-05 1.81004e-05 2.77039e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.797036859624134 22.500000000000004 74.149897609070038 decision_type=8 8 10 8 10 8 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075850010401682016 -0.077335327617370969 -0.075960946849218197 -0.075593276588173053 -0.077042590524945997 -0.07565409743872907 -0.076182101823135506 leaf_weight=4.3248640447854996 0.34471026062965471 6.6321971483994249 2.0285108116222554 0.43980642780661749 0.48986433306708921 2.5064579525496811 leaf_count=16 22 733 261 17 37 126 internal_value=-0.0368378 -0.0760098 -0.075972 -0.0760483 -0.076217 -0.0763106 internal_weight=16.7664 12.4415 12.0968 10.0683 3.43613 2.94626 internal_count=1212 1196 1174 913 180 143 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=7 num_cat=0 split_feature=0 4 3 0 4 0 split_gain=1.9274 2.13363 2.1806 1.99537 3.75326 4.89866 threshold=47.407128000000007 58588.000000000007 39.000000000000007 0.0037905000000000005 156.00000000000003 3.2000000000000005e-05 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=0.083808698817371505 -0.082381199269660116 0.094811740736304606 -0.078467847882699365 0.010606370694166638 -0.094482779106426121 -0.071068343164932032 leaf_weight=4.4285382181406003 2.5899672284722319 2.5771319121122351 3.2080807741731396 90.702410085126758 5.4757569506764403 3.7899770215153694 leaf_count=57 17 28 43 1027 24 16 internal_value=0.0028882 0.00489257 0.00273901 0.00523447 -0.0303457 0.012387 internal_weight=112.772 110.182 107.605 104.397 13.6943 8.21852 internal_count=1212 1195 1167 1124 97 73 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=7 num_cat=0 split_feature=0 0 3 2 0 6 split_gain=2.22375 3.23059 3.02694 4.52216 4.34563 3.87919 threshold=0.00019850000000000003 0.0011060000000000002 3.5000000000000004 6.5000000000000009 34.660699500000007 84.854839424013804 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=-0.084668675606169017 0.082081909481376572 -0.071336641357238217 0.065587172699090909 -0.063138052367212594 0.082322718451420002 0.005357850803354134 leaf_weight=2.9761700816452494 4.9260705560445777 10.978584473952649 11.072193585336207 9.3476050989702326 2.2111861258745185 71.603842543903738 leaf_count=72 15 259 63 144 7 652 internal_value=0.000626398 0.00293123 -0.000774592 0.00564689 -0.0455766 -0.00255149 internal_weight=113.116 110.139 105.213 92.0236 13.1898 80.9514 internal_count=1212 1140 1125 859 266 796 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=7 num_cat=0 split_feature=20 9 10 9 7 0 split_gain=2.07042 2.10332 2.53067 2.10329 2.29141 4.62057 threshold=0.89041469205000012 7.848168949681571 35.000000000000007 7.8057629864500653 76.306935986487204 25.140853500000002 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=0.018077009199204356 -0.098268991016875529 -0.077620823774576395 0.039419854783005998 0.091006877025807495 -0.027798098015471558 -0.072686786601789705 leaf_weight=80.967999473214149 2.0294161438941947 6.2700339385773969 2.6190874669700861 2.9323798017576328 17.57501707971096 6.0262544155120841 leaf_count=585 7 300 39 26 219 36 internal_value=0.00186687 0.00361286 -0.043136 0.00747844 0.0051361 0.0117896 internal_weight=118.42 116.391 8.88912 107.502 104.569 86.9943 internal_count=1212 1205 339 866 840 621 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=6.75012 5.74739e-05 2.72252e-05 1.14082e-05 1.41311e-05 2.25349e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.797036859624134 22.500000000000004 4353.5000000000009 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=0.075781627417458641 -0.077250200905068844 -0.075886100910744339 -0.075547908268605135 -0.076083881843948778 -0.075602706086383198 -0.076884403031581283 leaf_weight=3.9429470598697662 0.32235278934240064 6.0902341160690385 1.8717942913062877 2.2927215378731507 0.45207511796616007 0.4153551454655825 leaf_count=16 22 733 261 122 37 21 internal_value=-0.0370577 -0.0759339 -0.0758957 -0.0759661 -0.0761203 -0.0762067 internal_weight=15.3875 11.4445 11.1222 9.25039 3.16015 2.70808 internal_count=1212 1196 1174 913 180 143 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=7 num_cat=0 split_feature=0 4 5 2 11 9 split_gain=1.8048 1.84916 2.09692 2.40483 3.02561 3.63733 threshold=47.407128000000007 65648.500000000015 11641.500000000002 8.5000000000000018 10.500000000000002 6.0966438103189775 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=-0.0073972889884934964 -0.081923059552864344 0.096898969279526181 -0.054134614759810129 0.032532416384656392 -0.10042901724276548 0.059668526486891076 leaf_weight=61.880345422774553 2.4568534083664408 2.1348608508706084 6.0775555931031695 25.998701254837215 3.0446563810110083 9.3025748040527088 leaf_count=479 17 22 83 472 16 123 internal_value=0.00283095 0.00475119 0.00290062 0.00635914 -0.00280822 0.00136724 internal_weight=110.896 108.439 106.304 100.226 74.2276 71.1829 internal_count=1212 1195 1173 1090 618 602 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=7 num_cat=0 split_feature=20 21 19 19 19 19 split_gain=2.06102 3.13508 2.13341 5.93727 3.09028 4.0115 threshold=0.79454162265000006 0.32816394200000004 0.23075891465000004 0.39953208990000005 0.73806720815000004 0.86026539140000013 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=-0.057859168430486087 0.054347848499167073 0.080876986235784376 -0.13505835550732814 0.065120037510667708 -0.12778820432070362 0.0025980485844521047 leaf_weight=9.477013695985077 6.6616881042718878 3.3477147072553635 3.1609198004007339 7.660371445119381 2.4335041046142578 77.725595533847809 leaf_count=39 16 8 10 19 4 1116 internal_value=0.000428782 -0.00303147 0.00247699 -0.000407815 0.00443871 -0.00136027 internal_weight=110.467 103.805 94.3281 90.9804 87.8195 80.1591 internal_count=1212 1196 1157 1149 1139 1120 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=7 num_cat=0 split_feature=3 4 4 4 3 4 split_gain=1.96529 1.98451 4.86066 2.26819 2.04664 3.05249 threshold=82.000000000000014 23996.500000000004 4353.5000000000009 3336.5000000000005 9.5000000000000018 999.50000000000011 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=-8.682346342528421e-05 -0.09226668942653353 0.068621543414438824 -0.081104854844257654 0.09021920514407715 -0.050911379352547428 0.050797707772332584 leaf_weight=79.733919475227594 2.179874991066753 4.5068628452718249 6.7792664286680511 3.1238861456513396 6.4243131547700605 13.834703276166691 leaf_count=501 65 46 282 45 69 204 internal_value=0.00179202 0.00358425 0.000917056 0.00630947 0.00368804 0.00743677 internal_weight=116.583 114.403 109.896 103.117 99.9929 93.5686 internal_count=1212 1147 1101 819 774 705 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=7 num_cat=0 split_feature=19 4 10 7 5 7 split_gain=6.09671 4.65998e-05 2.17666e-05 9.18473e-06 1.02605e-05 1.26968e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 43.595837193710715 12959.500000000002 74.149897609070038 decision_type=8 8 10 8 10 8 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075704880711609551 -0.077090769622567223 -0.075766544774911904 -0.075501379249974368 -0.076313520049526296 -0.075549110362560942 -0.075929423686389441 leaf_weight=3.5472562313079834 0.30086877942084989 3.4276980711147162 1.700482836575248 1.1456063031218953 0.5025621277745812 3.4597021817462519 leaf_count=16 22 446 261 86 43 338 internal_value=-0.0376898 -0.0758641 -0.0758281 -0.0758932 -0.0759782 -0.076025 internal_weight=14.0842 10.5369 10.2361 8.53557 5.10787 4.60531 internal_count=1212 1196 1174 913 467 424 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=7 num_cat=0 split_feature=0 4 3 6 0 4 split_gain=1.65451 1.65073 1.87268 1.65753 3.13458 4.91216 threshold=47.407128000000007 58588.000000000007 39.000000000000007 125.38956572919442 4.6811795000000016 467.50000000000006 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=-0.010235414425069332 -0.081327017777790556 0.085083763096695131 -0.078089284428933314 0.049852878578156325 -0.032602471029097829 0.042522059645562819 leaf_weight=43.649610508233309 2.2874082066118708 2.4906038343906394 2.7920113466680041 7.5989724583923808 21.154806865379214 29.627195234410465 leaf_count=334 17 28 43 70 176 544 internal_value=0.00282868 0.00462248 0.0027107 0.00492175 0.00130611 0.0110954 internal_weight=109.601 107.313 104.823 102.031 94.4316 73.2768 internal_count=1212 1195 1167 1124 1054 878 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=7 num_cat=0 split_feature=0 0 3 0 4 6 split_gain=1.9999 2.85622 2.76807 3.72152 3.71634 5.06997 threshold=0.00019850000000000003 0.0011060000000000002 3.5000000000000004 34.660699500000007 840.50000000000011 84.854839424013804 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=-0.084379629329896511 0.07916726715020167 -0.070002823571065562 0.065914773850400996 0.072550202124210247 -0.073381553864154056 0.007150685875502741 leaf_weight=2.7191212624311438 4.6435057446360579 10.389795455150304 9.050486106425522 2.2232029587030402 8.782047941349445 71.174007628578693 leaf_count=72 15 259 44 7 153 662 internal_value=0.000304797 0.00247175 -0.00103285 -0.044876 0.00518011 -0.00169465 internal_weight=108.982 106.263 101.62 12.613 89.0065 79.9561 internal_count=1212 1140 1125 266 859 815 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=7 num_cat=0 split_feature=21 3 7 0 0 0 split_gain=1.94557 1.7847 1.88482 4.37288 4.32447 4.13342 threshold=0.14357116100000003 82.000000000000014 76.306935986487204 25.140853500000002 31.825229500000003 0.16056050000000002 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=-0.088022868439782243 0.0012573092810338384 -0.092423116464586647 -0.046289738445260908 -0.066602763839118673 0.074189602783984995 0.047677818347283005 leaf_weight=2.3706983327865601 55.521138065261766 1.9061910831369449 15.585758102126421 6.703441242221742 3.683329999446868 29.307036526501179 leaf_count=25 454 62 309 76 11 275 internal_value=0.0016301 0.00351587 0.00516639 0.0111506 -0.0232598 0.017295 internal_weight=115.078 112.707 110.801 91.5316 19.2691 84.8282 internal_count=1212 1187 1125 805 320 729 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=7 num_cat=0 split_feature=19 4 10 21 7 5 split_gain=5.55912 3.957e-05 1.7347e-05 8.40068e-06 5.25935e-06 7.12053e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.16093797035000004 43.595837193710715 12959.500000000002 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.075639104750096539 -0.076964299660841867 -0.076445376005809959 -0.075460602557592404 -0.075708485382079166 -0.075920054966986283 -0.075505973915395846 leaf_weight=3.2336713373661041 0.28318626061081609 0.21253906050696969 1.5650887974770737 3.1304775301832706 4.026599662960507 0.46303563867695618 leaf_count=16 22 12 261 446 412 43 internal_value=-0.0378811 -0.0757996 -0.0757645 -0.0758253 -0.075808 -0.0758773 internal_weight=12.9146 9.68093 9.39774 7.83265 7.62011 4.48964 internal_count=1212 1196 1174 913 901 455 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 7 split_gain=1.55832 3.30244 2.17629 4.02262 3.5988 3.23659 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 84.310810862122921 6.0384648745748981 73.565496186226582 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0072580034564049267 -0.074949155649125923 0.055753769991265203 0.076078863431596117 -0.058358118638393908 -0.059878891266293005 0.027173390507824614 leaf_weight=53.92525053396821 6.5516183255240303 2.7422923445701599 10.400611216202376 11.301050454378126 5.7377059087157276 16.707707189954817 leaf_count=517 96 93 144 57 38 267 internal_value=0.00275171 -0.0363835 0.00646039 -0.00411059 0.0274525 0.00492027 internal_weight=107.366 9.29391 98.0723 65.2263 32.846 22.4454 internal_count=1212 189 1023 574 449 305 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=7 num_cat=0 split_feature=0 0 3 2 0 4 split_gain=1.83735 2.52389 2.57564 3.40188 3.15732 3.03839 threshold=0.00019850000000000003 0.0011060000000000002 3.5000000000000004 6.5000000000000009 34.660699500000007 5615.5000000000009 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=-0.083827115270377991 0.075694515627724668 -0.068604417410794566 0.058349703218940896 -0.035358496634153795 0.063345024651765391 0.0096128426905791181 leaf_weight=2.5423552049323908 4.473593480885028 9.8658474497497064 10.479011032730339 20.493885376024991 2.2218367457389823 56.283085545990616 leaf_count=72 15 259 63 397 7 399 internal_value=0.000162321 0.00221912 -0.00108959 0.00490344 -0.0443508 -0.00239124 internal_weight=106.36 103.817 99.3437 87.256 12.0877 76.777 internal_count=1212 1140 1125 859 266 796 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=7 num_cat=0 split_feature=10 5 3 2 16 0 split_gain=1.75706 3.43513 2.32762 2.58616 1.85166 1.57273 threshold=41.000000000000007 4385.0000000000009 12.500000000000002 10.500000000000002 2.0000000000000004 0.16056050000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -2 -1 right_child=4 -3 -4 -5 -6 -7 leaf_value=-0.0046136474723059715 0.082410775587935275 -0.065052732442875447 0.074817074441695039 -0.067073864737065406 -0.078232431922803547 0.023665716246382848 leaf_weight=61.04705222719349 4.5627075880765906 7.8215390061959615 4.4071813211776307 5.3486679082270703 0.85141519457101811 29.012051278725266 leaf_count=445 47 224 37 214 77 168 internal_value=0.00156137 -0.00123466 0.00376615 0.000484086 0.0571483 0.0044964 internal_weight=113.051 107.636 99.815 95.4078 5.41412 90.0591 internal_count=1212 1088 864 827 124 613 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=7 num_cat=0 split_feature=19 4 10 21 7 7 split_gain=5.16323 3.24996e-05 1.36477e-05 6.54259e-06 4.21202e-06 6.10473e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.16093797035000004 43.595837193710715 74.149897609070038 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=0.0755957582274734 -0.076834265771041979 -0.076333100379503527 -0.075423950484246827 -0.075655059354612267 -0.076000732437873614 -0.075734212709584359 leaf_weight=3.0210664719343185 0.26422362774610242 0.19651402859017253 1.411180457100272 2.873546103714034 1.2178867068141697 2.9199293586425483 leaf_count=16 22 12 261 446 106 349 internal_value=-0.0373356 -0.0757418 -0.0757083 -0.075764 -0.0757481 -0.0758127 internal_weight=11.9043 8.88328 8.61906 7.20788 7.01136 4.13782 internal_count=1212 1196 1174 913 901 455 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=7 num_cat=0 split_feature=0 0 0 5 4 4 split_gain=1.51156 1.59346 2.38304 3.90566 2.65462 4.3771 threshold=47.407128000000007 30.033029500000001 4.6811795000000016 519.00000000000011 467.50000000000006 1023.0000000000001 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=-0.0078949720923263168 -0.080901855908026163 0.041383351268722592 0.055884362441406182 -0.056831888460860847 0.11169303157576967 0.01299969270379712 leaf_weight=43.669345799833536 2.1277534104883662 10.391094595193861 3.9232908040285137 14.202954890206454 5.4543388113379505 25.51681727077812 leaf_count=342 17 86 30 166 71 500 internal_value=0.00252744 0.00424827 8.86526e-05 -0.0324353 0.00798701 0.0303806 internal_weight=105.286 103.158 92.7667 18.1262 74.6405 30.9712 internal_count=1212 1195 1109 196 913 571 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=7 num_cat=0 split_feature=19 19 19 20 19 19 split_gain=1.67602 2.76376 2.03817 3.38858 2.73637 3.43238 threshold=0.090384911050000016 0.14686382560000003 0.2809201300000001 0.79454162265000006 0.76768386320000015 0.62152410415000003 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=-0.083807168466132287 0.10403206253986069 -0.081498336230167584 -0.0042018313316171041 0.081174783638130729 -0.081688077817240662 0.07331560137215809 leaf_weight=2.3253621868789196 2.5899810269474983 3.0200968682765961 80.760867148637772 5.1096298694610587 4.1655810028314582 6.1468657031655303 leaf_count=22 6 9 1142 11 11 11 internal_value=0.000136754 0.00205437 -0.000608051 0.00193186 -0.00251403 0.00128087 internal_weight=104.118 101.793 99.203 96.1829 91.0733 86.9077 internal_count=1212 1190 1184 1175 1164 1153 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 19 split_gain=1.75519 1.73662 2.16188 4.16058 4.08908 3.24937 threshold=0.89041469205000012 0.14357116100000003 0.67010311760000008 0.59331907385000016 0.64326956145000014 0.33633666740000007 decision_type=10 8 10 10 8 10 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.087934520648696821 -0.094870535839916628 0.070077328299179273 0.055702987840903273 -0.10858935433616741 0.0015574814814046959 -0.11276293388685568 leaf_weight=2.055287254974246 1.85911564528942 8.7048455327749235 7.7588530555367461 3.3538016080856314 84.775349075440317 2.5614102110266677 leaf_count=25 7 20 16 8 1124 12 internal_value=0.00147759 0.00311776 0.00486421 0.000895706 0.00471896 -0.0017953 internal_weight=111.069 109.21 107.154 99.3954 96.0416 87.3368 internal_count=1212 1205 1180 1164 1156 1136 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=7 num_cat=0 split_feature=19 4 10 21 7 7 split_gain=4.6258 2.63577e-05 1.0757e-05 6.07112e-06 3.27629e-06 5.27719e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.16093797035000004 43.595837193710715 74.149897609070038 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=0.075529327589390335 -0.076705357834072618 -0.076272961649791929 -0.075393623799715648 -0.075605913963435911 -0.075931827177256384 -0.075674147430483729 leaf_weight=2.684286817908287 0.24661691859364232 0.18441749410703778 1.3091344194253904 2.6601676597492778 1.1296077326405796 2.6812538088415749 leaf_count=16 22 12 261 446 106 349 internal_value=-0.0384324 -0.0756872 -0.0756557 -0.0757072 -0.0756911 -0.0757505 internal_weight=10.8955 8.2112 7.96458 6.65545 6.47103 3.81086 internal_count=1212 1196 1174 913 901 455 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=7 num_cat=0 split_feature=0 0 4 0 13 10 split_gain=1.39159 1.49421 2.96055 4.18238 1.90825 5.7532 threshold=47.407128000000007 0.0042115000000000008 156.00000000000003 3.2000000000000005e-05 49191.500000000007 19.500000000000004 decision_type=10 8 10 10 10 10 left_child=1 2 3 -1 -3 -6 right_child=-2 4 -4 -5 5 -7 leaf_value=0.083583264924339831 -0.080465370940432379 0.014754557945475966 -0.079632948231431577 -0.067476473984526344 0.048354281164867535 -0.08567989176883456 leaf_weight=4.0410092473030073 1.9898547045886505 75.637288096360862 5.9628531001508236 3.3541643992066383 5.7171837603673321 7.2805280415341258 leaf_count=57 17 880 29 16 109 104 internal_value=0.00235741 0.00397325 -0.0272051 0.0150684 0.00867208 -0.0267235 internal_weight=103.983 101.993 13.358 7.39517 88.635 12.9977 internal_count=1212 1195 102 73 1093 213 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=7 num_cat=0 split_feature=10 10 10 15 5 2 split_gain=1.67451 3.11671 2.748 2.28455 1.80829 4.71334 threshold=35.000000000000007 30.500000000000004 16.500000000000004 6.5000000000000009 4118.5000000000009 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=0.00074731580725996051 -0.076601192899711235 0.061627528073524451 -0.10162989346496461 0.092019105430629772 0.030798110852481433 -0.075283700441260509 leaf_weight=63.616467490792274 2.7691585510037831 8.117077171802519 2.7415434094145885 2.6196204684674731 13.536467190831898 9.3521970375440997 leaf_count=541 143 66 92 13 108 249 internal_value=0.000106257 0.00223076 -0.00301739 1.60039e-05 -0.00277011 -0.00899737 internal_weight=102.753 99.9834 91.8663 89.1248 86.5051 72.9687 internal_count=1212 1069 1003 911 898 790 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=7 num_cat=0 split_feature=4 4 3 7 7 0 split_gain=1.59981 5.02471 2.07498 1.98404 4.23766 3.41338 threshold=4353.5000000000009 23996.500000000004 16.500000000000004 76.254436335588707 72.192781170150241 19.409948500000002 decision_type=10 8 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0084185576973327472 -0.083116782467756112 0.053669438374253857 0.099419974889602497 -0.027631178543377738 0.081587736575035014 -0.078758558301296577 leaf_weight=66.684188137762249 7.4178911312483224 4.2094654869288215 2.3035659985616794 16.981428437400609 7.4939617197960606 4.8157290890812865 leaf_count=454 316 77 18 261 55 31 internal_value=0.00148028 -0.0335959 0.00563014 0.00337903 0.0100453 0.00254692 internal_weight=109.906 11.6274 98.2789 95.9753 78.9939 71.4999 internal_count=1212 393 819 801 540 485 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=7 num_cat=0 split_feature=19 4 10 21 7 7 split_gain=4.27365 2.35483e-05 8.89973e-06 4.73051e-06 2.65365e-06 4.20429e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.16093797035000004 43.595837193710715 74.149897609070038 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=0.075495777633416805 -0.076632826529918929 -0.076172212544327461 -0.075352798392138265 -0.07555779384489919 -0.075862800435232025 -0.075622511991238733 leaf_weight=2.490896463394165 0.22949633002281178 0.17034390475600958 1.181378088193014 2.4437533398158848 1.0343065371271225 2.4600613011280075 leaf_count=16 22 12 261 446 106 349 internal_value=-0.0380287 -0.0756354 -0.075604 -0.0756526 -0.0756377 -0.0756936 internal_weight=10.0102 7.51934 7.28984 6.10847 5.93812 3.49437 internal_count=1212 1196 1174 913 901 455 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=7 num_cat=0 split_feature=0 2 5 6 4 4 split_gain=1.26328 1.62794 1.42158 1.75986 2.56658 3.57405 threshold=47.407128000000007 103.50000000000001 81431.500000000015 125.38956572919442 999.50000000000011 3424.5000000000005 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=-0.0001468465100622025 -0.080063532296409778 0.1044166797321317 -0.078013690174466521 0.12932455486538533 -0.098899539125626185 0.071510115242090957 leaf_weight=88.197502274997532 1.8323497064411629 1.5803051367402066 2.1656890995800486 2.650435432791709 1.9480382800102232 3.342569213360548 leaf_count=1059 17 17 37 24 5 53 internal_value=0.00221728 0.00372669 0.00210804 0.00391292 0.0490029 0.0087641 internal_weight=101.717 99.8845 98.3042 96.1385 7.94104 5.29061 internal_count=1212 1195 1178 1141 82 58 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=7 num_cat=0 split_feature=0 0 3 2 9 0 split_gain=1.65188 2.30379 2.17746 2.88265 2.90906 2.86607 threshold=0.00019850000000000003 0.0011060000000000002 3.5000000000000004 6.5000000000000009 5.6936226724332188 34.660699500000007 decision_type=8 8 8 8 10 10 left_child=-1 -2 5 4 -4 -3 right_child=1 2 3 -5 -6 -7 leaf_value=-0.083576825378987946 0.074603068881967188 -0.066845651021504582 -0.028256187066770612 -0.002582185197398305 0.089516486516935459 0.059756057123832744 leaf_weight=2.3113339561969033 4.1788196936249724 9.1927979080937785 2.9822066053748113 72.381389834918082 7.0682534575462341 2.2199988365173331 leaf_count=72 15 259 28 796 35 7 internal_value=-1.6984e-05 0.00195331 -0.00128172 0.00438614 0.0545706 -0.0422193 internal_weight=100.335 98.0235 93.8446 82.4318 10.0505 11.4128 internal_count=1212 1140 1125 859 63 266 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=7 num_cat=0 split_feature=9 9 9 6 8 5 split_gain=1.49447 1.92395 2.22534 4.03076 3.03888 4.59018 threshold=7.848168949681571 7.5654070833118796 6.3944237114723839 126.01722756410258 4.4954850976912946 154.00000000000003 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.0044334761434268464 -0.04425796776547182 0.051530284706797207 -0.075842485707507679 0.063915917143836251 0.03792412749781663 -0.082392652983314399 leaf_weight=53.100139062851667 6.7069867181126019 8.0051725413650257 8.3991738688200677 2.7357957065105447 22.005863941274583 6.8773548081517211 leaf_count=333 339 149 117 9 213 52 internal_value=0.00145456 0.00448643 0.000442174 -0.0415047 0.00613939 -0.00552249 internal_weight=107.83 101.123 93.1183 11.135 81.9834 59.9775 internal_count=1212 873 724 126 598 385 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=7 num_cat=0 split_feature=20 4 10 21 7 7 split_gain=3.93701 1.93752e-05 6.82365e-06 3.81919e-06 1.99658e-06 3.45553e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.16093797035000004 43.595837193710715 74.149897609070038 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=0.075457864085975268 -0.076523664428266414 -0.076086807742686086 -0.075330359811923972 -0.075515981165466803 -0.075798865283247044 -0.075571680082400644 leaf_weight=2.2979110553860664 0.21430460736155499 0.15820886986330152 1.1027628545998593 2.2417981250910088 0.95115336845628951 2.2609914881177247 leaf_count=16 22 12 261 446 106 349 internal_value=-0.0379715 -0.0755876 -0.0755578 -0.0756025 -0.0755884 -0.075639 internal_weight=9.22713 6.92922 6.71491 5.61215 5.45394 3.21214 internal_count=1212 1196 1174 913 901 455 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=7 num_cat=0 split_feature=0 2 0 4 0 0 split_gain=1.14719 1.42024 1.12573 2.69652 3.70259 2.00837 threshold=47.407128000000007 103.50000000000001 0.0042115000000000008 156.00000000000003 3.2000000000000005e-05 0.030054500000000001 decision_type=10 10 8 10 10 8 left_child=1 2 3 4 -1 -4 right_child=-2 -3 5 -5 -6 -7 leaf_value=0.082170772124043737 -0.079604652834324871 0.098596282391598761 0.056240651204570294 -0.077728429535809135 -0.064114902048499317 0.0013805106921552851 leaf_weight=3.796438552439211 1.6902353595942248 1.5453173890709866 7.3038571290671817 5.5873687155544758 3.1790828481316566 77.277410285547376 leaf_count=57 17 17 141 29 16 935 internal_value=0.00208309 0.00348214 0.00196912 -0.0259628 0.0155013 0.00611786 internal_weight=100.38 98.6895 97.1442 12.5629 6.97552 84.5813 internal_count=1212 1195 1178 102 73 1076 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=7 num_cat=0 split_feature=10 15 10 13 6 6 split_gain=1.53442 2.64818 1.9619 2.51885 2.73683 2.23778 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 125.44544100960267 84.310810862122921 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=-0.0069226685357581981 -0.076468149977027111 0.085859808672002116 0.053606499854499917 -0.078383207785386322 -0.070690322202898351 0.031414503439045532 leaf_weight=55.284733138978481 2.5596232968382528 3.6219441406428805 6.0758678428828707 4.4581390623934558 5.298146976158022 21.012678504455835 leaf_count=539 143 29 50 108 71 272 internal_value=-5.72692e-05 0.00198534 -0.00131206 -0.00518962 -0.00119054 0.00363558 internal_weight=98.3111 95.7515 92.1296 86.0537 81.5956 76.2974 internal_count=1212 1069 1040 990 882 811 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=7 num_cat=0 split_feature=4 4 21 21 3 20 split_gain=1.46158 4.44781 1.63066 2.10333 2.11069 1.94296 threshold=4353.5000000000009 23996.500000000004 0.21995678085000001 0.32816394200000004 18.500000000000004 0.31369619650000008 decision_type=10 8 8 8 10 8 left_child=2 -2 -1 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.042281406662279815 -0.082594560833368261 0.051466519888347509 0.078814906329432804 -0.056812901457034971 0.10473098914767293 0.0069134233072204454 leaf_weight=6.7003332525491714 6.7862735431408483 3.8953502387739727 4.1016546040773392 5.0980138182640076 2.0906307818368068 77.766704839654267 leaf_count=33 316 77 9 15 13 749 internal_value=0.00138011 -0.0337055 0.00529387 0.00887327 0.00549648 0.00299284 internal_weight=106.439 10.6816 95.7573 89.057 84.9553 82.8647 internal_count=1212 393 819 786 777 764 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=7 num_cat=0 split_feature=19 4 10 21 7 7 split_gain=3.63063 1.72582e-05 5.75382e-06 3.31369e-06 1.60652e-06 2.56246e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.16093797035000004 43.595837193710715 74.149897609070038 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=0.075427807385215651 -0.076459766803924245 -0.076021723841305344 -0.075293761256414876 -0.07547573274436814 -0.075733973256911807 -0.075530279741893677 leaf_weight=2.125406876206398 0.19965048506855954 0.14919503079727292 0.98655698145739723 2.0621359397191554 0.87805055966600809 2.0820216633146629 leaf_count=16 22 12 261 446 106 349 internal_value=-0.0377188 -0.0755447 -0.0755151 -0.0755573 -0.0755435 -0.0755907 internal_weight=8.48302 6.35761 6.15796 5.1714 5.02221 2.96007 internal_count=1212 1196 1174 913 901 455 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=7 num_cat=0 split_feature=13 4 9 7 6 6 split_gain=1.15229 1.47163 1.44921 4.10217 3.55497 2.83403 threshold=49199.500000000007 2169.5000000000005 6.0966438103189775 76.620775124742622 84.310810862122921 96.382958822065049 decision_type=10 10 10 10 10 8 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0062129486540202488 -0.095177190221134161 0.035985330786408996 0.0021841872362143751 0.086605041809101405 -0.10702343335313871 -0.0046432515920150491 leaf_weight=51.039269454777241 2.5725995600223537 1.2815496437251566 25.69109935965389 7.4178195195272556 5.5216872766613934 5.2980685383081445 leaf_count=517 36 43 351 208 25 32 internal_value=0.00203753 -0.0515641 0.00421288 0.0210981 -0.00482461 -0.0568913 internal_weight=98.8221 3.85415 94.9679 33.1089 61.859 10.8198 internal_count=1212 79 1133 559 574 57 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=7 num_cat=0 split_feature=0 0 20 21 6 0 split_gain=1.48941 2.05524 1.53997 2.09848 1.7703 4.93222 threshold=0.00019850000000000003 0.0011060000000000002 0.79454162265000006 0.32816394200000004 84.310810862122921 8.0202915000000008 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.083171878936988061 0.072166404812667173 -0.052503334365543566 0.045651749272721837 -0.069212908309757556 0.0088814718024185536 0.037899618838857785 leaf_weight=2.1083153784275046 3.9773475974798194 8.3425176590681058 6.4906231984496108 10.916535810101779 57.717652528546751 7.0916336458176366 leaf_count=72 15 32 16 328 700 49 internal_value=-4.34648e-05 0.00181044 -0.0012796 -0.004903 0.000341003 -0.0270319 internal_weight=96.6446 94.5363 90.559 84.0683 75.7258 18.0082 internal_count=1212 1140 1125 1109 1077 377 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 19 split_gain=1.54381 1.41671 1.7184 3.50393 3.17274 2.86464 threshold=0.89041469205000012 0.14357116100000003 0.67010311760000008 0.59331907385000016 0.64326956145000014 0.33633666740000007 decision_type=10 8 10 10 8 10 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.08846004250992863 -0.092628390548313594 0.0615375530459841 0.049421458366979518 -0.10350031147591668 0.0012790454206481664 -0.10851224472319135 leaf_weight=1.6757787764072416 1.7258753180503834 8.6919638961553556 7.774173527956008 3.1315788254141799 79.562561699305661 2.4496468603610984 leaf_count=25 7 20 16 8 1124 12 internal_value=0.00116955 0.00273689 0.00424094 0.000497787 0.00408834 -0.00200034 internal_weight=105.012 103.286 101.61 93.8358 90.7042 82.0122 internal_count=1212 1205 1180 1164 1156 1136 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=7 num_cat=0 split_feature=19 4 10 0 0 6 split_gain=3.30234 1.40134e-05 4.66662e-06 2.08851e-06 1.88484e-06 1.57389e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.0042115000000000008 3.6336500000000007 84.854839424013804 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.075388722880226661 -0.076360038816480943 -0.075613433687365894 -0.075269113302521104 -0.075386371316541287 -0.075429408449639246 -0.075618785907376515 leaf_weight=1.9271137937903404 0.18588599562644947 1.5294418227858839 0.90226591489044938 1.440170656249393 0.75306383380666364 1.051780831068754 leaf_count=16 22 151 261 537 82 143 internal_value=-0.0381756 -0.0755057 -0.0754777 -0.0755171 -0.0754717 -0.0755398 internal_weight=7.78972 5.86261 5.67672 4.77446 3.24502 1.80484 internal_count=1212 1196 1174 913 762 225 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=7 num_cat=0 split_feature=15 16 9 6 10 6 split_gain=1.02277 2.76635 1.7554 3.01399 2.77028 2.50363 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 84.310810862122921 30.500000000000004 96.382958822065049 decision_type=10 8 10 10 10 8 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=0.0053834187792968589 -0.072274640662144909 0.061713738765287886 0.036492625968046109 -0.10083012978125082 -0.05875203381183397 -0.0040797244390942539 leaf_weight=50.606293626129627 5.3440460488200179 2.1652055643498898 25.465430353768173 5.4138687551021549 3.4699268545955411 5.2861938923597345 leaf_count=517 96 93 398 25 51 32 internal_value=0.00181898 -0.0336406 0.00476966 -0.0048121 0.0250709 -0.0530321 internal_weight=97.751 7.50925 90.2417 61.3064 28.9354 10.7001 internal_count=1212 189 1023 574 449 57 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=7 num_cat=0 split_feature=10 15 10 10 6 5 split_gain=1.3766 2.35245 1.82576 2.21975 1.38983 3.21651 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 16.500000000000004 125.25498420013805 26643.000000000004 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=0.0016428321265891785 -0.076310818365015576 0.085059604831058386 0.053196181749463084 -0.09766448958338339 -0.092385069395375649 0.076565749651516246 leaf_weight=75.381437442265451 2.3042901535518459 3.2841003611683837 5.7897950727492562 2.5007599140517405 4.3686927836388341 1.5185302570462225 leaf_count=818 143 29 50 92 68 12 internal_value=3.95809e-05 0.00193453 -0.00111363 -0.0048673 -0.00201179 -0.0488065 internal_weight=95.1476 92.8433 89.5592 83.7694 81.2687 5.88722 internal_count=1212 1069 1040 990 898 80 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=7 num_cat=0 split_feature=21 21 21 21 4 4 split_gain=1.29808 2.18241 2.28743 2.52396 1.24342 3.95899 threshold=0.21995678085000001 0.57223969770000005 0.80522880530000018 0.85846023185000009 4353.5000000000009 23996.500000000004 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=-0.042134057866246973 0.04408931128351562 -0.061107575863667697 0.12177827467695149 0.0050654887071693499 -0.081922255795294344 0.048778397006824979 leaf_weight=6.5055103003978729 11.919373154640196 6.003181055188179 1.7469983696937561 67.851723744999617 6.1781345356721404 3.708800037857146 leaf_count=37 27 18 3 738 312 77 internal_value=0.00111443 0.00400283 -0.00158627 0.00290909 0.000237781 -0.0328937 internal_weight=103.914 97.4082 85.4888 79.4857 77.7387 9.88693 internal_count=1212 1175 1148 1130 1127 389 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=3.09345 1.09918e-05 4.09026e-06 3.37814e-06 9.31772e-07 1.68574e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075365150745468623 -0.076254519621785991 -0.076073825593808125 -0.075408736130929466 -0.075241631622322946 -0.075629795276075995 -0.075450698165564156 leaf_weight=1.8199110329151154 0.17183824256062497 0.10037052305415273 1.7658500986290162 0.80810702277813096 0.74457656894810531 1.7865972283761946 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0373277 -0.0754676 -0.0754416 -0.0754292 -0.0754645 -0.0755034 internal_weight=7.19725 5.37734 5.2055 5.10513 4.29702 2.53117 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=7 num_cat=0 split_feature=8 8 10 13 9 6 split_gain=1.06178 2.36389 1.67639 2.8469 2.3011 2.70189 threshold=7.2680146144134401 6.9301478636517562 19.500000000000004 49191.500000000007 6.0966438103189775 119.88135117523494 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=-0.0083447499201385594 -0.039093161674442718 0.083290040403577612 0.063660817270639311 -0.08506649801919261 0.035528679014639804 0.10723535680576912 leaf_weight=58.924360768869519 5.9996820958331218 3.6405149381607762 1.7320468593388785 5.0093354620039463 18.93297881539911 2.0944509878754607 leaf_count=553 85 57 138 67 291 21 internal_value=0.0016439 0.00434953 0.00103458 -0.0468544 0.00507248 -0.0043775 internal_weight=96.3334 90.3337 86.6932 6.74138 79.9518 61.0188 internal_count=1212 1127 1070 205 865 574 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=7 num_cat=0 split_feature=0 0 5 8 6 6 split_gain=1.36308 1.88239 2.51443 1.83596 4.26529 3.87959 threshold=0.00019850000000000003 0.0042115000000000008 114.00000000000001 5.1998592407613584 84.854839424013804 114.30098072864854 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 5 -5 -4 right_child=1 2 3 4 -6 -7 leaf_value=-0.082645529783947333 0.050656854092302465 -0.081904065010152294 0.05484906705452413 -0.081290981668340312 0.0027742070400070284 -0.083048687223777826 leaf_weight=1.9500889340415586 7.2726310528814784 3.7958047450520089 12.724554334767161 6.7299913531169286 58.491647753864527 2.4297719560563555 leaf_count=72 30 155 98 154 672 31 internal_value=8.21412e-05 0.00184634 -0.002371 0.001385 -0.00590018 0.0327392 internal_weight=93.3945 91.4444 84.1718 80.376 65.2216 15.1543 internal_count=1212 1140 1110 955 826 129 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=7 num_cat=0 split_feature=5 0 5 3 2 4 split_gain=1.23258 1.18663 5.09259 4.62496 2.81294 2.94799 threshold=16818.000000000004 0.10875250000000002 169.00000000000003 1.5000000000000002 1.5000000000000002 163.00000000000003 decision_type=10 8 8 8 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.018034909126964243 -0.066514231841644178 0.0094076957647700934 -0.08999297277128715 0.10036269183072768 -0.098996318850038137 0.10331302857045976 leaf_weight=10.113229017704731 2.6347270719707003 72.982780498452485 6.7992653161054468 4.4284315109252921 3.1999415680766097 2.4961051344871512 leaf_count=153 89 713 203 14 35 5 internal_value=0.000999691 0.00277815 -0.0151175 0.0100385 -0.0152628 0.00598676 internal_weight=102.654 100.02 27.037 20.2377 15.8093 12.6093 internal_count=1212 1123 410 207 193 158 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=7 num_cat=0 split_feature=19 4 21 16 9 3 split_gain=2.84417 9.52833e-06 3.27692e-06 2.28245e-06 1.106e-06 3.37867e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 1.0000000180025095e-35 7.6455075924368971 15.500000000000002 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075336034400579066 -0.076186337527693326 -0.07599466608990868 -0.075413489348222063 -0.075278727096646056 -0.075788128862251683 -0.075268629066676557 leaf_weight=1.6749385595321655 0.16226579435169686 0.093089652480557561 2.9414156285347421 1.233685292128939 0.30131098511628795 0.21418150200042874 leaf_count=16 22 9 659 418 26 62 internal_value=-0.0372915 -0.0754327 -0.0754072 -0.0753955 -0.0754372 -0.0755723 internal_weight=6.62089 4.94595 4.78368 4.69059 3.45691 0.515492 internal_count=1212 1196 1174 1165 747 88 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=7 num_cat=0 split_feature=8 8 4 4 2 4 split_gain=0.905 2.12344 1.52436 2.28797 1.67497 1.49344 threshold=7.2680146144134401 6.9301478636517562 7457.0000000000009 6248.5000000000009 10.500000000000002 4534.0000000000009 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=-0.0017230477398876361 -0.036695121897751759 0.079322330569341487 0.044830519109017752 -0.16645668093080523 -0.029732759796546437 0.086289335540599976 leaf_weight=71.952188958413899 5.8476959178224197 3.5839613191783419 7.1808591010048977 1.3785007148981088 2.5600492851808667 1.9810575125738967 leaf_count=783 85 57 160 4 55 68 internal_value=0.00140782 0.00392162 0.000744371 -0.00332098 -0.0775864 0.000635263 internal_weight=94.4843 88.6366 85.0527 77.8718 3.93855 73.9332 internal_count=1212 1127 1070 910 59 851 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=7 num_cat=0 split_feature=0 4 5 2 4 8 split_gain=1.27725 1.69288 1.95092 2.31548 3.36208 2.45297 threshold=64.315626000000009 56582.000000000007 81431.500000000015 12.500000000000002 6248.5000000000009 5.2557369634631668 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=0.0077703094821607276 0.085443947557817215 -0.085351671796592365 0.077943483280425871 -0.047116833449380807 0.077488853137768321 -0.038206903219817755 leaf_weight=53.687859112396836 1.7235277295112599 2.3428415264934292 3.1585193686187258 10.064956066664307 5.7430181223899117 14.803583796601741 leaf_count=422 10 33 38 274 60 375 internal_value=0.000173165 -0.00146342 0.000783796 -0.00210721 0.00399534 -0.0021671 internal_weight=91.5243 89.8008 87.4579 84.2994 74.2345 68.4914 internal_count=1212 1202 1169 1131 857 797 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=7 num_cat=0 split_feature=9 9 7 9 6 8 split_gain=1.11831 1.54863 1.8411 1.72453 3.28612 2.60399 threshold=7.848168949681571 7.5654070833118796 77.439195675093544 6.3944237114723839 126.01722756410258 4.4954850976912946 decision_type=10 10 10 10 10 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=-0.0059823944467699303 -0.042603928501426497 0.083961361959336511 -0.023085952450839709 -0.073721966851382048 0.057665960149466115 0.035622152002006996 leaf_weight=57.796255739405751 5.5640547527000299 4.7928044153377405 2.4168643653392792 7.3068594885990006 2.574228048324585 20.337455286644399 leaf_count=385 339 34 115 117 9 213 internal_value=0.000972704 0.00351893 0.0480764 -0.000130964 -0.0394927 0.00484687 internal_weight=100.789 95.2245 7.20967 88.0148 9.88109 78.1337 internal_count=1212 873 149 724 126 598 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=7 num_cat=0 split_feature=20 4 21 10 7 7 split_gain=2.63275 7.73075e-06 2.61594e-06 2.07734e-06 5.43743e-07 1.07885e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075311730985276493 -0.076102919819541176 -0.075920903827931097 -0.075348642686786316 -0.075205548835186417 -0.075537905644195061 -0.075381497196727668 leaf_weight=1.5545613691210747 0.15108720958232869 0.086201925994828343 1.4981926027103329 0.69030932680470858 0.62342819047626141 1.507089594408171 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0370597 -0.0753996 -0.0753754 -0.0753646 -0.0753948 -0.0754273 internal_weight=6.11087 4.55631 4.40522 4.31902 3.62871 2.13052 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=7 num_cat=0 split_feature=15 16 3 3 0 4 split_gain=1.01827 2.36437 1.44225 2.20094 1.54861 5.72973 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 4.6811795000000016 390.50000000000006 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0078641882906743468 -0.071424968306712064 0.060144275375802719 0.095577223815782597 -0.0079758533945376835 0.053871311429311286 -0.065624564959629803 leaf_weight=60.068484520539641 5.0156215000897637 1.8770118374377487 4.1379961366765174 4.0725243669003257 6.0358234271407154 11.970880165696142 leaf_count=762 96 93 63 63 43 92 internal_value=0.00139121 -0.0355958 0.0043458 0.0442136 0.000153234 -0.0255697 internal_weight=93.1783 6.89263 86.2857 8.21052 78.0752 18.0067 internal_count=1212 189 1023 126 897 135 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=7 num_cat=0 split_feature=5 8 6 6 3 4 split_gain=1.25383 1.28612 4.45899 3.13179 2.03332 3.25464 threshold=59.000000000000007 4.4954850976912946 84.854839424013804 85.44966564883245 3.5000000000000004 343.00000000000006 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=-0.077861036823372629 0.028003248970011742 -0.081740982423458439 0.11313991409843778 -0.082478297398465544 0.16530059933901387 0.00036900270232212852 leaf_weight=2.01750006340444 15.512264593504367 6.6530498391948631 2.5355920270085326 2.867534853052347 1.2211543321609486 59.142759803216904 leaf_count=122 186 179 12 55 2 656 internal_value=8.37242e-05 0.00187207 -0.00372518 0.00416696 -0.000202874 0.00370555 internal_weight=89.9499 87.9324 72.4201 65.767 63.2314 60.3639 internal_count=1212 1090 904 725 713 658 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=7 num_cat=0 split_feature=10 5 7 8 7 0 split_gain=1.13224 2.43021 1.3716 3.80614 3.00622 2.4648 threshold=41.000000000000007 4845.0000000000009 76.306935986487204 4.8041795717335134 72.192781170150241 19.409948500000002 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=0.0057383977222231972 0.055551288556389244 -0.066178555557573293 0.032098709167176574 -0.076647064793149963 0.066890656887850106 -0.076551432350433213 leaf_weight=65.930778323672712 3.6514203473925582 5.4273846988799042 5.8863798454403859 7.101515288464725 7.7378522118087849 3.8525929674506179 leaf_count=552 124 211 24 166 105 30 internal_value=0.000896746 -0.00118345 0.00271399 -0.0273613 0.00775279 0.00119535 internal_weight=99.5879 95.9365 90.5091 12.9879 77.5212 69.7834 internal_count=1212 1088 877 190 687 582 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=2.46021 6.21918e-06 2.07326e-06 1.59647e-06 4.64534e-07 8.91156e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.0752924651653014 -0.076023311875178357 -0.07585034866376239 -0.075318418568390597 -0.075189104212898247 -0.07549877470320307 -0.075350820939661944 leaf_weight=1.4624888002872467 0.14012069255113591 0.079791147261857986 1.375035896489863 0.62709180088131677 0.57597982557490435 1.3884557764686178 leaf_count=16 22 9 446 261 106 352 internal_value=-0.036363 -0.0753683 -0.0753457 -0.0753355 -0.075363 -0.0753942 internal_weight=5.64896 4.18648 4.04635 3.96656 3.33947 1.96444 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=7 num_cat=0 split_feature=15 16 9 6 7 6 split_gain=0.848843 2.17788 1.30736 2.45726 2.41212 2.17111 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 84.310810862122921 76.189349806701173 96.382958822065049 decision_type=10 8 10 10 8 10 left_child=2 -2 3 -1 5 -4 right_child=1 -3 4 -5 -6 -7 leaf_value=0.0052428359162013244 -0.06951630114951278 0.059120135986882455 0.10509890765037443 -0.048834179993005516 0.078940554084495129 -0.0046930986462019294 leaf_weight=48.971321884542704 4.6748649762012056 1.8319041226059196 2.0014127716422143 10.143273420631884 5.9248711955733588 17.996483371593058 leaf_count=517 96 93 42 57 189 218 internal_value=0.00151111 -0.0333002 0.00417475 -0.00403606 0.0228988 0.00629501 internal_weight=91.5441 6.50677 85.0374 59.1146 25.9228 19.9979 internal_count=1212 189 1023 574 449 260 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=7 num_cat=0 split_feature=19 19 19 20 19 19 split_gain=1.20175 2.22368 1.59506 2.7323 2.00588 2.80986 threshold=0.090384911050000016 0.14686382560000003 0.2809201300000001 0.79454162265000006 0.76768386320000015 0.62152410415000003 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=-0.083934465306066658 0.094948018030639694 -0.073281377488001953 -0.0052930052279989547 0.073538086861176868 -0.072177789838982098 0.066362146684110862 leaf_weight=1.6733228936791418 2.4801065623760223 2.9560768902301788 66.054716672748327 4.9441043287515631 3.992244876921176 5.9669028073549262 leaf_count=22 6 9 1142 11 11 11 internal_value=2.08288e-06 0.00162781 -0.0011303 0.0015042 -0.00318104 0.000643536 internal_weight=88.0675 86.3942 83.914 80.958 76.0139 72.0216 internal_count=1212 1190 1184 1175 1164 1153 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=7 num_cat=0 split_feature=20 4 4 8 8 7 split_gain=1.31843 1.11931 3.17069 1.118 3.48827 3.58766 threshold=0.89041469205000012 4353.5000000000009 23996.500000000004 4.4954850976912946 4.6814296031753591 76.189349806701173 decision_type=10 10 10 8 8 10 left_child=1 3 -3 -1 -5 -6 right_child=-2 2 -4 4 5 -7 leaf_value=-0.010603114945906952 -0.090298408256841781 -0.080423103244936775 0.046369147604908269 0.10918610949677846 0.01835299070130994 -0.05119823631618943 leaf_weight=28.869122570380569 1.5671146064996708 5.2395307416445558 3.1628525159321725 3.5728853642940512 46.374940586742014 8.8284334377385658 leaf_count=307 7 316 77 7 254 244 internal_value=0.000685315 0.0021698 -0.0326956 0.00551228 0.0134277 0.00722997 internal_weight=97.6149 96.0478 8.40238 87.6454 58.7763 55.2034 internal_count=1212 1205 393 812 505 498 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=7 num_cat=0 split_feature=19 0 0 21 10 6 split_gain=2.24702 3.0173e-06 4.0905e-06 1.6895e-06 1.17884e-06 4.36336e-07 threshold=1.0000000180025095e-35 0.00019850000000000003 3.2000000000000005e-05 0.14357116100000003 25.000000000000004 84.854839424013804 decision_type=8 8 10 8 10 8 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.075267218829937976 -0.075320068300225473 -0.075791093091572739 -0.07607896961309446 -0.075281751992949425 -0.075176419682031564 -0.075361843405104101 leaf_weight=1.3320982381701469 0.16214654152281616 0.073410868644714355 0.12638280261307955 1.0785856471629824 0.58213898557005439 1.8417105073749551 leaf_count=16 61 9 8 390 261 467 internal_value=-0.0367334 -0.0753414 -0.0756525 -0.0753163 -0.0753064 -0.0753323 internal_weight=5.19647 3.86438 0.288529 3.57585 3.50244 2.9203 internal_count=1212 1196 69 1127 1118 857 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=7 num_cat=0 split_feature=0 4 0 4 4 0 split_gain=0.89681 2.63662 3.33346 1.48414 4.14663 2.43816 threshold=0.0037905000000000005 156.00000000000003 3.2000000000000005e-05 219.50000000000003 164.50000000000003 0.066307500000000005 decision_type=8 10 10 8 10 8 left_child=1 2 -1 4 5 -2 right_child=3 -3 -4 -5 -6 -7 leaf_value=0.081968400568009914 0.050182427704419677 -0.09108177955821542 -0.06359218710135138 -0.0014567873763458761 0.11486269293302126 -0.049253056918788424 leaf_weight=3.3402338363230211 4.7136818096041653 3.9104547295719385 2.9741276428103447 65.655483841896057 4.4001794829964629 5.1711909659206876 leaf_count=57 72 24 16 950 52 41 internal_value=0.00133209 -0.0265539 0.0134079 0.00489886 0.03411 -0.00183644 internal_weight=90.1654 10.2248 6.31436 79.9405 14.2851 9.88487 internal_count=1212 97 73 1115 165 113 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 9 split_gain=1.14655 2.14536 1.28841 4.32996 1.9357 2.31695 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5.6936226724332188 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=-0.077642416041863296 0.13564012935793698 0.046769045124983713 -0.081953407764056505 -0.028464393114671208 -0.0024829494618383075 0.082319782251320861 leaf_weight=1.8579230452887703 1.1804451346397389 5.4772363267838946 6.4396091052331021 2.7481387220323068 63.034933757968247 6.030326085165143 leaf_count=122 2 32 192 32 797 35 internal_value=6.86628e-05 0.00176905 -0.000118288 -0.00340012 0.00364387 0.0476383 internal_weight=86.7686 84.9107 83.7302 78.253 71.8134 8.77846 internal_count=1212 1090 1088 1056 864 67 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=7 num_cat=0 split_feature=10 5 7 0 7 0 split_gain=1.00393 2.05031 1.20978 2.97889 2.49559 2.11784 threshold=41.000000000000007 4845.0000000000009 76.306935986487204 31.825229500000003 72.192781170150241 19.409948500000002 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=0.0051258033991443937 0.055026577014666983 -0.063853704684318294 -0.055408412273866205 0.06002447339765582 0.062073714558856977 -0.07400540118107117 leaf_weight=64.705011881422251 3.2822719663381568 4.9518383956747121 9.1177366343326849 2.961832419037818 7.4146638178499407 3.568729154765605 leaf_count=552 124 211 180 10 105 30 internal_value=0.00067517 -0.00124886 0.00228328 -0.027105 0.00697353 0.000989545 internal_weight=96.0021 92.7198 87.768 12.0796 75.6884 68.2737 internal_count=1212 1088 877 190 687 582 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=7 num_cat=0 split_feature=19 4 10 9 9 3 split_gain=2.04587 4.59441e-06 1.10722e-06 5.2181e-07 1.03303e-06 5.99605e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 7.910724502427068 7.9288974112417803 22.500000000000004 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.075247549958361512 -0.075919545936189547 -0.075286307614122527 -0.075162983813103587 -0.075715157045975978 -0.075381856601187958 -0.075182397369250462 leaf_weight=1.2098659165203571 0.1221631616353992 1.784059313125909 0.53287740051746357 0.08200701238820296 0.84759953193133697 0.1833103277022019 leaf_count=16 22 662 261 14 176 61 internal_value=-0.0370626 -0.0753169 -0.0752955 -0.0753198 -0.0753736 -0.0753464 internal_weight=4.76188 3.55202 3.42985 2.89698 1.11292 1.03091 internal_count=1212 1196 1174 913 251 237 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=7 num_cat=0 split_feature=13 4 9 7 6 7 split_gain=0.797232 1.06128 0.914706 2.66641 2.36795 5.20215 threshold=49199.500000000007 2169.5000000000005 6.0966438103189775 76.620775124742622 119.88135117523494 41.241066549886092 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0034647552340432847 -0.090940967536007333 0.034356308129213663 0.0020914821430295951 0.077680441928133545 0.10246337866985167 -0.090241644137632873 leaf_weight=48.674244692549109 2.0186991114169355 1.0163474446162579 22.277499348390851 5.9033495783805838 2.0132522322237483 6.7454229947179547 leaf_count=526 36 43 351 208 21 27 internal_value=0.00138427 -0.0489826 0.0031698 0.0179259 -0.00407065 -0.00794075 internal_weight=88.6488 3.03505 85.6138 28.1808 57.4329 55.4197 internal_count=1212 79 1133 559 574 553 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=7 num_cat=0 split_feature=10 15 10 13 6 3 split_gain=1.09541 1.79731 1.38737 1.78256 1.87552 1.41895 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 125.38956572919442 6.5000000000000009 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=-0.0044755093333201049 -0.076101133705603383 0.083391514858305205 0.05203821444545359 -0.073186917209892441 -0.064306219063304304 0.030446364256227845 leaf_weight=53.270431974437088 1.8576719122938801 2.5990213919430962 4.6324958801269522 3.5824995902366927 4.3867284134030333 14.886592715978621 leaf_count=596 143 29 50 108 76 210 internal_value=-0.00015283 0.00153972 -0.00109448 -0.00432775 -0.000927214 0.00315199 internal_weight=85.2154 83.3578 80.7587 76.1263 72.5438 68.157 internal_count=1212 1069 1040 990 882 806 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 10 split_gain=1.10137 1.80784 2.02169 2.89624 1.93356 1.99543 threshold=0.21995678085000001 0.57223969770000005 0.80522880530000018 0.76768386320000015 0.33633666740000007 41.000000000000007 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=-0.039998751836810467 0.039928827320170807 -0.058671565075164606 -0.0024217392768117645 0.15653363555981822 -0.10455910987755129 0.061290194463411121 leaf_weight=6.2089157085865736 11.841907020658253 5.8276994526386261 62.157009563874453 1.2016652822494496 1.7263543382287014 5.3379757618531576 leaf_count=37 27 18 990 2 10 128 internal_value=0.000708332 0.00357744 -0.00206802 0.00261608 -5.5887e-05 0.00261705 internal_weight=94.3015 88.0926 76.2507 70.423 69.2213 67.495 internal_count=1212 1175 1148 1130 1128 1118 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=7 num_cat=0 split_feature=19 0 0 21 10 6 split_gain=1.8849 2.18806e-06 2.94701e-06 1.13798e-06 7.66143e-07 3.13018e-07 threshold=1.0000000180025095e-35 0.00019850000000000003 3.2000000000000005e-05 0.14357116100000003 25.000000000000004 84.854839424013804 decision_type=8 8 10 8 10 8 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.075229062125179325 -0.075263089052787668 -0.075687952730972063 -0.07595738585563426 -0.075237042245641539 -0.075144188767502798 -0.075310736465720798 leaf_weight=1.1171933151781559 0.13371772016398642 0.063927715411409736 0.11262858752161264 0.91138709260849404 0.46834295298322093 1.5679725031077394 leaf_count=16 61 9 8 390 261 467 internal_value=-0.0368581 -0.075294 -0.0755805 -0.0752705 -0.0752615 -0.0752836 internal_weight=4.37517 3.25798 0.246346 3.01163 2.9477 2.47936 internal_count=1212 1196 69 1127 1118 857 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=7 num_cat=0 split_feature=6 7 7 7 10 4 split_gain=0.716219 0.728374 1.03375 2.40104 1.5893 1.55556 threshold=128.71147821476768 83.63472603049955 78.999015316736262 76.620775124742622 30.500000000000004 1216.5000000000002 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=0.00063983839700439496 0.063568347675776793 0.067048117379934866 -0.083133451049972384 0.071074277467304575 -0.064842978969068876 0.029716948226807219 leaf_weight=70.212182997260243 1.8061904534697522 1.587306898087262 3.5003074258565894 4.6749238092452279 3.9129360709339371 1.876178093254566 leaf_count=813 15 12 16 131 98 127 internal_value=0.00125007 -6.23521e-05 -0.00132785 0.00156681 -0.00281689 -0.0437532 internal_weight=87.57 85.7638 84.1765 78.8 74.1251 5.37649 internal_count=1212 1197 1185 1042 911 143 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=7 num_cat=0 split_feature=0 0 3 0 4 6 split_gain=1.06391 1.68071 1.42824 2.31239 1.71255 3.02892 threshold=0.00019850000000000003 0.0011060000000000002 3.5000000000000004 33.972328000000012 840.50000000000011 84.854839424013804 decision_type=8 8 8 8 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.081752391500679006 0.071660945077253346 -0.063367700923530321 0.050849010689562574 0.06013800657047326 -0.072307388801166744 0.0051302564375979151 leaf_weight=1.5646927468478669 3.2771722488105288 7.427855268120763 6.8831420382484785 1.9046847969293601 5.5389121831394723 57.349320999812335 leaf_count=72 15 259 44 7 153 662 internal_value=-6.55288e-05 0.00148598 -0.00142128 -0.0381613 0.00349303 -0.0016901 internal_weight=83.9458 82.3811 79.1039 9.33254 69.7714 62.8882 internal_count=1212 1140 1125 266 859 815 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=7 num_cat=0 split_feature=9 20 20 19 19 19 split_gain=0.996611 1.04509 1.55622 1.13772 2.17084 2.92323 threshold=7.848168949681571 0.79454162265000006 0.69808073965000006 0.23075891465000004 0.38321934000000007 0.49277379045000008 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=-0.046939961395051966 -0.044389262179180211 -0.041092122540490626 0.083867339643240182 0.077521438098805739 -0.11762431342873697 0.0054784468727997245 leaf_weight=4.272480932995677 4.6739298859611145 5.0699862204492083 2.4695855155587187 4.0299790278077126 1.9830784648656843 70.710234493948519 leaf_count=21 339 16 6 9 9 812 internal_value=0.000614665 0.0029905 0.00566824 0.00328392 0.00608073 0.0021202 internal_weight=93.2093 88.5353 83.4654 80.9958 76.7233 72.6933 internal_count=1212 873 857 851 830 821 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=7 num_cat=0 split_feature=19 4 10 8 5 19 split_gain=1.72795 2.96144e-06 7.35448e-07 3.55358e-07 4.2179e-07 2.13174e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 7.3232742775501398 11540.500000000002 0.86773401080000012 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=0.075209800525298756 -0.075793218870604653 -0.075250425537038548 -0.07513387592710391 -0.075509781035459814 -0.075330218758627165 -0.07518292956110198 leaf_weight=1.0222012065351009 0.10549237392842803 1.7416164635506 0.43452416884247202 0.11453108745627094 0.49090282199904323 0.12285533029353246 leaf_count=16 22 787 261 24 75 27 internal_value=-0.0371233 -0.0752728 -0.0752538 -0.075275 -0.0753336 -0.0753007 internal_weight=4.03212 3.00992 2.90443 2.46991 0.728289 0.613758 internal_count=1212 1196 1174 913 126 102 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 4 split_gain=0.766446 2.39087 2.9519 1.37951 3.45207 1.26836 threshold=0.0037905000000000005 156.00000000000003 3.2000000000000005e-05 0.030054500000000001 3216.0000000000005 219.50000000000003 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=0.08105123980473522 0.09323775703972309 -0.089978429741862487 -0.06065093466742575 0.028668093767478614 -0.072759972860406544 -0.0058927682390402117 leaf_weight=3.0858122110366804 4.6936574452556661 3.5899089388549328 2.8077308163046837 13.009996201843022 1.7089057555422185 57.773339054081589 leaf_count=57 130 24 16 154 16 815 internal_value=0.001184 -0.0256444 0.0135432 0.00448026 0.0489314 0.000459528 internal_weight=86.6694 9.48345 5.89354 77.1859 6.40256 70.7833 internal_count=1212 97 73 1115 146 969 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 6 split_gain=1.03465 1.47872 1.61459 2.07468 2.04501 3.0647 threshold=64.315626000000009 65648.500000000015 65.500000000000014 14.500000000000002 6248.5000000000009 84.887683033675486 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=-0.0035138254491382786 0.083058035116912177 -0.095519029630385846 0.07670822772197243 -0.057928924263558536 -0.079606906482138348 0.081804645364021281 leaf_weight=62.859522177604958 1.465208701789378 1.6469085868448008 2.6667183060199013 6.1948476806282988 1.4513272838667024 6.2074109320528805 leaf_count=859 10 23 40 115 63 102 internal_value=-0.000224669 -0.00173067 0.000215173 -0.0024439 0.00243032 0.0512172 internal_weight=82.4919 81.0267 79.3798 76.7131 70.5183 7.65874 internal_count=1212 1202 1179 1139 1024 165 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 21 split_gain=0.954595 1.51151 1.63052 4.13801 1.94647 1.86657 threshold=0.21995678085000001 0.32816394200000004 0.73806720815000004 0.54531097095000014 0.68669899670000012 0.80522880530000018 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=-0.037621557775011277 0.063522828390592243 0.060057447679662201 0.061110991369083739 -0.10460637203369222 -0.11295549363723625 0.00032759423409869096 leaf_weight=6.0699337250553071 3.9890505373477936 5.4323346167802811 4.2103509083390227 3.7965315431356421 1.4865894764661787 67.389823149424046 leaf_count=37 9 14 10 11 5 1126 internal_value=0.000710184 0.00340611 0.000492829 -0.00277486 0.00242785 -0.00211744 internal_weight=92.3746 86.3047 82.3156 78.1053 74.3087 68.8764 internal_count=1212 1175 1166 1156 1145 1131 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=7 num_cat=0 split_feature=20 4 21 10 7 7 split_gain=1.57961 2.66204e-06 7.61909e-07 4.89431e-07 1.59331e-07 2.77726e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075196197664769301 -0.07576247104274958 -0.075599664021681168 -0.075211968923322797 -0.075123993915250084 -0.075337931922787371 -0.075236692344245557 leaf_weight=0.93347544223070145 0.098666533827782454 0.055647620232775807 0.90715951099991921 0.40042996098054562 0.38430629839422148 0.91877714951988321 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0372798 -0.0752524 -0.0752335 -0.0752257 -0.0752441 -0.0752665 internal_weight=3.69846 2.76499 2.66632 2.61067 2.21024 1.30308 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=7 num_cat=0 split_feature=13 10 9 7 6 6 split_gain=0.736513 0.956451 0.906213 2.09529 2.00475 4.39719 threshold=49199.500000000007 19.500000000000004 6.0966438103189775 76.620775124742622 119.88135117523494 84.310810862122921 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0034567643260754221 0.035848718587464599 -0.089867029503667706 0.0037510694144982024 0.07302070495943562 0.095345132315394057 -0.079467714066657966 leaf_weight=46.229023954831064 0.89144984632730428 1.8845274522900579 21.207065757364038 5.4990758947096756 1.9445887058973301 7.4210467487573615 leaf_count=517 41 38 351 208 21 36 internal_value=0.00116568 -0.0494959 0.00287448 0.0180144 -0.00439833 -0.00801361 internal_weight=85.0768 2.77598 82.3008 26.7061 55.5947 53.6501 internal_count=1212 79 1133 559 574 553 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=7 num_cat=0 split_feature=20 10 10 10 15 5 split_gain=1.04625 1.00854 1.60197 1.74469 1.11306 0.960006 threshold=0.15581312665000005 35.000000000000007 30.500000000000004 16.500000000000004 6.5000000000000009 59.000000000000007 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=-0.064189584732332175 -0.077394553059791871 -0.075986617338285004 0.060294979519101677 -0.092035058110859005 0.085891640429047941 0.0023141429303886146 leaf_weight=2.4780804975889623 1.5457399864681054 1.6320691383443762 4.6580399619415394 2.0115391984581938 1.5619650911539782 67.219178865663707 leaf_count=25 121 143 57 92 13 761 internal_value=-0.000212996 0.00180331 0.0034522 -0.000208042 0.00241846 0.000522402 internal_weight=81.1066 78.6285 76.9965 72.3384 70.3269 68.7649 internal_count=1212 1187 1044 987 895 882 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=7 num_cat=0 split_feature=4 4 20 20 20 21 split_gain=0.918493 2.65209 1.01209 1.3024 1.08243 2.35615 threshold=4353.5000000000009 23996.500000000004 0.79454162265000006 0.69808073965000006 0.60478927825000006 0.32816394200000004 decision_type=10 10 10 10 10 8 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.069430560128765792 -0.079522177138077854 0.043966674257808459 -0.040013252864305855 0.078122235200757298 -0.059215807672589008 0.0012433078210456409 leaf_weight=5.4734111172147095 4.6286550424410953 2.7858735001645982 5.0044347047805777 2.4506004601716986 2.6110297366976729 68.338576120557263 leaf_count=28 316 77 16 6 9 760 internal_value=0.000613206 -0.0331235 0.00359541 0.00636233 0.00406126 0.00629963 internal_weight=91.2926 7.41453 83.8781 78.8736 76.423 73.812 internal_count=1212 393 819 803 797 788 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=1.44637 2.15034e-06 5.85198e-07 4.09554e-07 1.28404e-07 2.25137e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.07518063456941787 -0.075709701465123069 -0.075550123890504972 -0.075196865395100898 -0.075110863743178977 -0.075314561741628025 -0.075219723601752997 leaf_weight=0.85392535477876663 0.091780554503203216 0.051528768381103873 0.84128493833122897 0.35796746610139951 0.35564700560644236 0.8451352816191503 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0374267 -0.0752345 -0.0752167 -0.0752095 -0.0752268 -0.0752478 internal_weight=3.39727 2.54334 2.45156 2.40003 2.04207 1.20078 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=7 num_cat=0 split_feature=0 0 5 0 3 5 split_gain=0.700826 1.3638 2.88657 1.21857 1.17206 2.00432 threshold=0.0037905000000000005 0.030054500000000001 3216.0000000000005 3.2000000000000005e-05 1.0000000180025095e-35 76.000000000000014 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=0.0082992229426027703 0.091908874513255412 -0.080349821694771145 -0.069170159339708631 -0.065720961971728595 0.058975802926499434 -0.0028582450460500216 leaf_weight=4.8891681730747205 4.3406905275769523 1.7566599994897831 1.4959106007590888 4.0801527565345168 5.7282569706439963 61.77561481622979 leaf_count=62 130 13 16 35 83 873 internal_value=0.00104693 0.00420238 0.0506246 -0.0253726 0.000290373 0.00238888 internal_weight=84.0665 75.0971 5.8366 8.96932 69.2605 67.5039 internal_count=1212 1115 146 97 969 956 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=7 num_cat=0 split_feature=19 19 19 20 19 19 split_gain=0.947657 1.82481 1.29404 2.21207 1.64836 4.92033 threshold=0.090384911050000016 0.14686382560000003 0.2809201300000001 0.79454162265000006 0.62152410415000003 0.67010311760000008 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.083969447850013978 0.08796403335109243 -0.067399235655433917 -0.04295366140824905 0.066823714075628801 0.11890159225438912 -0.0044473311014074151 leaf_weight=1.3256972795352338 2.3562070205807686 2.8584699034690857 9.1370793282985669 4.7982783690094939 3.4317132234573364 56.096131826750934 leaf_count=22 6 9 28 11 6 1130 internal_value=-0.000124862 0.00128789 -0.00138798 0.00118053 -0.00340659 0.0026636 internal_weight=80.0036 78.6779 76.3217 73.4632 68.6649 59.5278 internal_count=1212 1190 1184 1175 1164 1136 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.923237 1.25179 1.74715 2.44455 1.6105 1.99376 threshold=0.21995678085000001 0.57223969770000005 0.80522880530000018 0.76768386320000015 0.33633666740000007 0.32478707850000005 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=-0.037411002205540583 0.033737511269401006 -0.055141073289482284 0.13261434535985073 0.14541289294593218 -0.099548035897155829 0.00036455728342238924 leaf_weight=5.9836448123678565 11.604953922331331 5.6291483864188194 1.160917282104492 1.1817829608917225 1.5765955373644818 63.094586058345158 leaf_count=37 27 18 2 2 10 1116 internal_value=0.000544445 0.0032402 -0.00163184 0.00286292 0.000303938 0.00275394 internal_weight=90.2316 84.248 72.643 67.0139 65.8321 64.2555 internal_count=1212 1175 1148 1130 1128 1118 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=1.28694 1.91966e-06 5.16581e-07 3.23709e-07 1.02064e-07 1.89711e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075161786221516702 -0.075679474258420379 -0.075522979498492959 -0.075182269773565416 -0.075103154718704698 -0.07529295343691661 -0.075202590858614637 leaf_weight=0.75069380551576614 0.087131028994918647 0.048800989985466003 0.77434872096637319 0.33286122688150488 0.33128103660419572 0.77788529937970463 leaf_count=16 22 9 446 261 106 352 internal_value=-0.038838 -0.0752189 -0.0752012 -0.0751941 -0.0752101 -0.0752296 internal_weight=3.103 2.35231 2.26518 2.21638 1.88352 1.10917 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=7 num_cat=0 split_feature=21 21 19 19 4 5 split_gain=0.712297 0.892533 1.318 0.860188 1.00486 1.17727 threshold=0.89547868850000012 0.77990823500000006 0.2809201300000001 0.76768386320000015 255390.00000000003 44852.000000000007 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 5 -5 right_child=-2 -3 3 4 -6 -7 leaf_value=0.080007961487934251 0.068865320247752396 -0.066963236460517925 -0.035930526457184302 0.0023161515053519489 0.06308585581303322 -0.077818467607718697 leaf_weight=2.0770133342593908 1.5190773755311955 1.9570225402712811 6.3654233403503895 66.59355853497982 2.6310747042298308 1.885214858688413 leaf_count=31 10 9 34 1067 22 39 internal_value=0.0010183 -0.000246158 0.00139511 -0.000712397 0.00244017 0.000110052 internal_weight=83.0284 81.5093 79.5523 77.4753 71.1098 68.4788 internal_count=1212 1202 1193 1162 1128 1106 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=0.933191 1.34141 1.47733 2.56754 2.09094 3.27793 threshold=64.315626000000009 65648.500000000015 10863.500000000002 13.500000000000002 6248.5000000000009 5.2557369634631668 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=0.0064260813282179148 0.082323690347448186 -0.093640811294070869 0.048493018146981794 -0.073367711566311944 0.054998518134291345 -0.055794210280888427 leaf_weight=48.467137497849762 1.349682930856942 1.5500491987913836 5.8765630703419438 4.9196550427004686 6.5808160663582376 10.259406213881446 leaf_count=422 10 23 92 93 153 419 internal_value=-0.000114364 -0.0015472 0.000328524 -0.00370186 0.00154613 -0.00444368 internal_weight=79.0033 77.6536 76.1036 70.227 65.3074 58.7265 internal_count=1212 1202 1179 1087 994 841 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=7 num_cat=0 split_feature=9 10 9 7 9 6 split_gain=0.879167 1.16692 1.06051 1.30229 1.30116 2.19882 threshold=7.848168949681571 35.000000000000007 7.5654070833118796 77.439195675093544 6.3944237114723839 126.01722756410258 decision_type=10 10 10 10 10 8 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0040265315996546912 -0.077138360569113121 0.039401823549181571 0.07535532844662314 -0.026728248119648954 -0.070843397578982295 0.044259134086906217 leaf_weight=70.999218772165477 3.023821721377316 1.2002270510420201 4.0425184108316889 1.8088439735583959 5.8411334659904215 2.3184042423963556 leaf_count=598 300 39 34 115 117 9 internal_value=0.000504313 -0.0440245 0.00271689 0.043798 -0.000319795 -0.0381388 internal_weight=89.2342 4.22405 85.0101 5.85136 79.1588 8.15954 internal_count=1212 339 873 149 724 126 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=1.22593 1.52585e-06 3.87481e-07 2.41075e-07 7.42348e-08 1.31597e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075157659559916448 -0.075627854071812758 -0.075475158561843822 -0.075167911558971151 -0.075096649011203359 -0.075265572125387703 -0.075186702868829849 leaf_weight=0.72335481643676758 0.080628226511181178 0.04487838817294687 0.71470223090727869 0.30839807778829698 0.30005008511943732 0.71733360634243593 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0375583 -0.075201 -0.0751845 -0.0751781 -0.0751926 -0.07521 internal_weight=2.88935 2.16599 2.08536 2.04048 1.73209 1.01738 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=7 num_cat=0 split_feature=15 16 3 3 0 2 split_gain=0.701589 1.85494 1.24978 1.57401 1.10661 3.65272 threshold=4.5000000000000009 2.0000000000000004 14.500000000000002 39.000000000000007 4.6811795000000016 4.5000000000000009 decision_type=10 8 10 10 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0062319331813742735 -0.067679313835658381 0.0663022542159383 0.086532760353082494 -0.006392977438835365 0.037863831700885635 -0.060870389936973149 leaf_weight=53.371075808536261 4.0687578623183063 1.3851046841591594 3.8711917977780095 3.4448161972686648 6.0025047659873954 9.9716379623860103 leaf_count=758 96 93 68 63 46 88 internal_value=0.00100265 -0.0336523 0.00346808 0.0427777 -0.000679134 -0.0237696 internal_weight=82.1151 5.45386 76.6612 7.31601 69.3452 15.9741 internal_count=1212 189 1023 131 892 134 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 21 split_gain=0.878596 1.95931 1.1449 2.64279 1.97529 1.90998 threshold=0.16093797035000004 0.21995678085000001 0.57317364400000004 0.67010311760000008 0.76615868215000016 0.57223969770000005 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=-0.051964601686184053 0.072659478185895576 -0.028535053809837164 0.086670664559422281 -0.0012238754894372723 -0.12829390708416061 0.12955169655106977 leaf_weight=3.1498529640957713 3.7233862653374672 13.034166969358919 3.647068202495575 51.770231963600963 1.1972629651427258 1.1414204984903324 leaf_count=28 9 39 9 1121 3 3 internal_value=-0.000232636 0.00195419 -0.00176473 0.0042767 -0.00127685 0.00159724 internal_weight=77.6634 74.5135 70.7902 57.756 54.1089 52.9117 internal_count=1212 1184 1175 1136 1127 1124 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=7 num_cat=0 split_feature=4 4 4 4 9 8 split_gain=0.822422 2.32985 0.948622 2.2969 2.22999 2.88795 threshold=4353.5000000000009 23996.500000000004 999.50000000000011 1101.5000000000002 6.3944237114723839 5.2927476730057128 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0034190616552467732 -0.079225955424642433 0.042395559997334874 0.090068897141732121 0.0013264967229161693 -0.070616218050796736 0.073481611397599136 leaf_weight=57.568914846517146 4.1612711199559262 2.5344014409929514 4.0816581347025904 10.218194989138283 4.3895649844780555 5.3361441977322093 leaf_count=408 316 77 20 296 64 31 internal_value=0.000501232 -0.0331906 0.003266 0.0266566 -0.00170441 0.00310431 internal_weight=88.2901 6.69567 81.5945 14.2999 67.2946 62.9051 internal_count=1212 393 819 316 503 439 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=1.13363 1.21345e-06 3.4e-07 1.8988e-07 6.25264e-08 1.12022e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075146444099436535 -0.075581974257625487 -0.075449764953729737 -0.075154482987177529 -0.075089435321582076 -0.075247866745122044 -0.075172329992951328 leaf_weight=0.67007877305150032 0.074707976542413346 0.042834535008296371 0.65337088407250088 0.28356558385712549 0.27922027627937507 0.6613543058920186 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0373892 -0.0751866 -0.0751712 -0.0751648 -0.0751782 -0.0751948 internal_weight=2.66513 1.99505 1.92035 1.87751 1.59395 0.940575 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=7 num_cat=0 split_feature=20 6 7 7 7 4 split_gain=0.679795 0.666455 0.683647 0.80595 1.80695 1.18484 threshold=0.18676524345000003 128.71147821476768 83.63472603049955 78.999015316736262 76.620775124742622 1216.5000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.060037300767524983 -0.0045117611127183351 0.060464876229368282 0.064017329529954939 -0.079077835429994317 0.063526614167780396 0.027235227620014499 leaf_weight=1.9024391435086725 66.719972970429808 1.7557209283113469 1.5445046871900547 3.11593098565936 4.1459022630006066 1.5797935202717779 leaf_count=28 883 15 12 16 131 127 internal_value=0.000968588 -0.000456367 -0.00184356 -0.00318977 -0.000531278 -0.0433107 internal_weight=80.7643 78.8618 77.1061 75.5616 70.8659 4.69572 internal_count=1212 1184 1169 1157 1014 143 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=7 num_cat=0 split_feature=5 5 4 3 8 6 split_gain=0.868742 1.75946 1.09912 3.47649 1.5764 3.41484 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 4.4954850976912946 84.854839424013804 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=-0.077288989335563607 0.1256254318722749 0.044938103498310462 -0.081120037107410115 0.063162451473794679 -0.080383121484778053 0.0058067978599470292 leaf_weight=1.4340451357420523 1.1210229396820057 4.9466017596423617 5.3712275694124392 4.0329155842773607 5.0184351433999828 54.715868187602609 leaf_count=122 2 32 192 27 167 670 internal_value=-0.000187563 0.00128262 -0.000598878 -0.00385688 0.00265113 -0.00143424 internal_weight=76.6401 75.2061 74.085 69.1384 63.7672 59.7343 internal_count=1212 1090 1088 1056 864 837 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=7 num_cat=0 split_feature=9 10 8 8 5 8 split_gain=0.780792 1.00255 0.898025 1.39157 3.35704 2.02087 threshold=7.848168949681571 35.000000000000007 6.7263909492949656 5.6715149388141608 133.50000000000003 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0017357792469685507 -0.076938824920696258 0.036902089193819869 0.054627504559410622 0.086008247474539945 -0.07127691919708308 0.047744687032335871 leaf_weight=62.166265397332609 2.6820306610316034 1.0871599689126012 3.1704183872789136 1.7133596837520579 6.5245003530289978 9.5178467575460655 leaf_count=469 300 39 17 7 269 111 internal_value=0.000412089 -0.0441033 0.00243137 0.000360808 -0.0385638 0.00483398 internal_weight=86.8616 3.76919 83.0924 79.922 8.23786 71.6841 internal_count=1212 339 873 856 276 580 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=1.077 1.00182e-06 2.70466e-07 1.51189e-07 5.02373e-08 9.14386e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075141497140217964 -0.075544165850670697 -0.07541629816533206 -0.075142294182731814 -0.075081467137251681 -0.075229933854180753 -0.075158807944261816 leaf_weight=0.64401731081306934 0.069849640130996815 0.039636746398173273 0.60112902955734138 0.25780090341868334 0.25705804879544314 0.60887036906206049 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0361127 -0.0751727 -0.075158 -0.0751521 -0.0751645 -0.0751799 internal_weight=2.47836 1.83434 1.7645 1.72486 1.46706 0.865928 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=7 num_cat=0 split_feature=15 16 3 3 4 9 split_gain=0.666307 1.60678 1.10944 1.48281 1.00377 0.967585 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 58588.000000000007 7.9670524813829227 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=0.001642709028796625 -0.066427599333734419 0.063829922273786976 0.086605977952773805 -0.077253618533206669 0.035194944008144997 -0.064051944056795818 leaf_weight=65.379184877499938 3.819202438928186 1.2592412224039433 3.5471733873710027 1.2453389754518869 2.1895252168178558 2.3215770181268445 leaf_count=872 96 93 63 33 30 25 internal_value=0.000920672 -0.0341292 0.00330407 0.0412573 -0.00557423 -0.000610075 internal_weight=79.7612 5.07844 74.6828 6.98204 3.43486 67.7008 internal_count=1212 189 1023 126 63 897 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=7 num_cat=0 split_feature=20 10 10 10 6 3 split_gain=0.894995 0.83044 1.33684 1.44393 0.89953 1.11677 threshold=0.15581312665000005 35.000000000000007 30.500000000000004 16.500000000000004 125.25498420013805 82.000000000000014 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=-0.062614239887839124 0.0052456652499279222 -0.0758237518887932 0.059318020385936837 -0.089150579709042027 -0.081816648310100451 0.024013262401456636 leaf_weight=2.2357210009358823 61.553203945746645 1.3588895185384888 3.9923646487295619 1.7782240964006621 2.6682360190898171 1.592075766995549 leaf_count=25 809 143 57 92 59 27 internal_value=-0.000291603 0.0016186 0.0030887 -0.000232534 0.00216995 -0.0422681 internal_weight=75.1787 72.943 71.5841 67.5917 65.8135 4.26031 internal_count=1212 1187 1044 987 895 86 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=7 num_cat=0 split_feature=9 10 9 7 9 6 split_gain=0.701108 0.939356 0.88748 1.08885 1.03401 1.82187 threshold=7.848168949681571 35.000000000000007 7.5654070833118796 77.439195675093544 6.3944237114723839 126.01722756410258 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0033997130121522692 -0.07680554349444739 0.035418567745442796 0.071270584064872092 -0.025875563045417407 -0.067504215220813998 0.040424420457037431 leaf_weight=68.919228518381715 2.481568673800211 1.0663695577532051 3.7559122224338344 1.6653227922506628 5.300050768768414 2.2187784761190414 leaf_count=598 300 39 34 115 117 9 internal_value=0.000444794 -0.0430754 0.00233104 0.0414287 -0.000441892 -0.0356549 internal_weight=85.4072 3.54794 81.8593 5.42124 76.4381 7.51883 internal_count=1212 339 873 149 724 126 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=7 num_cat=0 split_feature=19 4 21 16 9 3 split_gain=0.994638 7.92701e-07 2.16007e-07 9.10181e-08 5.42978e-08 1.6471e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 1.0000000180025095e-35 7.6455075924368971 15.500000000000002 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075131252992077305 -0.075503219888691367 -0.075385946551986729 -0.075145721576025101 -0.07509944978728908 -0.075284275896650946 -0.075084768593848383 leaf_weight=0.5956131536513567 0.064672031439840905 0.036735673900693655 1.0135393882374044 0.40055832941288816 0.10577647469472129 0.067973180208355188 leaf_count=16 22 9 659 418 26 62 internal_value=-0.0359824 -0.0751599 -0.0751462 -0.0751407 -0.0751546 -0.0752062 internal_weight=2.28487 1.68926 1.62458 1.58785 1.18729 0.17375 internal_count=1212 1196 1174 1165 747 88 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 0 split_gain=0.60437 2.18552 2.51146 1.3228 2.41259 1.25681 threshold=0.0037905000000000005 156.00000000000003 3.2000000000000005e-05 0.030054500000000001 3216.0000000000005 0.068115000000000023 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=0.080689909424976475 0.0910333530354656 -0.089235818468681005 -0.055068014572361351 -0.032834927342129415 -0.065706422177589152 0.0059726464774742085 leaf_weight=2.7992862537503225 3.9618409236427388 3.2254853183403611 2.6552572697401047 9.8422575513832253 1.3056699354201553 54.864197583403438 leaf_count=57 130 24 16 112 16 857 internal_value=0.000905345 -0.0239831 0.0146033 0.00399268 0.0521819 6.97712e-05 internal_weight=78.654 8.68003 5.45454 69.974 5.26751 64.7065 internal_count=1212 97 73 1115 146 969 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 9 split_gain=0.806102 1.55708 0.937588 3.12611 1.49151 1.7427 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5.6936226724332188 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=-0.077142493195704376 0.11984029835676867 0.04164144804944804 -0.080633881965881851 -0.028686536400401471 -0.0034227338317717642 0.076642630604087825 leaf_weight=1.340703373774885 1.0880143046379078 4.8743869103491297 4.9046613096725187 2.2627886948175719 54.3476857021451 5.1366896480321884 leaf_count=122 2 32 192 32 797 35 internal_value=-0.000308058 0.00111056 -0.000695482 -0.00379167 0.00231201 0.0444326 internal_weight=73.9549 72.6142 71.5262 66.6518 61.7472 7.39948 internal_count=1212 1090 1088 1056 864 67 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=7 num_cat=0 split_feature=8 8 8 8 5 4 split_gain=0.689884 1.65152 2.20995 2.63214 2.22303 2.35912 threshold=5.6715149388141608 5.2927476730057128 4.9730584419606556 4.4954850976912946 154.00000000000003 219.50000000000003 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=-0.0018324058115239236 -0.020192334790040869 0.043676499706602367 -0.077661996069167238 0.07699795220139409 -0.059594155048300151 0.084893786405214319 leaf_weight=44.10491578374058 13.645956649765138 9.2855973774567229 3.5935386721976093 4.4559899773448697 6.1430608388036481 3.3766633719205847 leaf_count=314 620 118 61 23 57 19 internal_value=0.000399364 0.00435926 -0.0015603 0.00314823 -0.00298838 0.00433515 internal_weight=84.6057 70.9598 61.6742 58.0806 53.6246 47.4816 internal_count=1212 592 474 413 390 333 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=0.903475 7.1365e-07 1.7286e-07 9.59909e-08 3.30836e-08 6.22673e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.07512419821378935 -0.075485133025744416 -0.075357877523805059 -0.075121143449330186 -0.075068530793749186 -0.075198916623752984 -0.075135396486297551 leaf_weight=0.53899681940674782 0.060711004771292321 0.034116393770091236 0.50536685707629625 0.21536174209904846 0.22002941701794054 0.51680329073860776 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0364203 -0.0751491 -0.0751354 -0.0751302 -0.0751408 -0.0751544 internal_weight=2.09139 1.55239 1.49168 1.45756 1.2422 0.736833 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=7 num_cat=0 split_feature=20 6 0 4 3 6 split_gain=0.581353 0.591426 0.652343 2.35841 4.15777 2.48498 threshold=0.18676524345000003 128.71147821476768 4.6811795000000016 467.50000000000006 1.5000000000000002 84.887683033675486 decision_type=8 10 8 10 8 10 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.05479792865606295 0.0062906384910967261 0.057358820719687814 -0.012306014081565904 0.087596493777992598 -0.10180256488100514 0.0086517405653516437 leaf_weight=1.9533531023189423 17.539717152714733 1.7287606745958317 32.855891607468948 5.715393177233639 4.4641711972653857 13.187015319010241 leaf_count=28 227 15 363 157 19 403 internal_value=0.000935967 -0.000457729 -0.00181277 0.00661539 -0.0156394 0.0325217 internal_weight=77.4443 75.4909 73.7622 40.9063 22.0039 18.9024 internal_count=1212 1184 1169 806 246 560 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=7 num_cat=0 split_feature=0 4 3 2 4 3 split_gain=0.781612 1.15421 1.1467 1.60212 2.09501 1.55561 threshold=64.315626000000009 65648.500000000015 65.500000000000014 12.500000000000002 6248.5000000000009 6.5000000000000009 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=-0.0093042179404604422 0.081125199670965195 -0.090917737477323776 0.076616155813219525 -0.045601586354271195 0.072422406212513862 0.034110817401823063 leaf_weight=46.5123634301126 1.1591288186609734 1.4197863228619088 1.9079839251935471 7.4955567370634517 4.1006906367838374 10.033521619625388 leaf_count=584 10 23 40 282 60 213 internal_value=-0.000333252 -0.00165438 0.000154824 -0.0019861 0.00340452 -0.00160064 internal_weight=72.629 71.4699 70.0501 68.1421 60.6466 56.5459 internal_count=1212 1202 1179 1139 857 797 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=7 num_cat=0 split_feature=0 6 7 0 4 0 split_gain=0.710452 1.99894 1.22701 2.29754 1.91582 1.6353 threshold=24.845167500000006 92.018638466622647 76.306935986487204 10.007090000000002 274.00000000000006 7.596486500000001 decision_type=10 10 10 10 10 10 left_child=2 -2 3 5 -4 -1 right_child=1 -3 4 -5 -6 -7 leaf_value=0.0060882440965773759 -0.086631066786608021 0.016643252806581178 0.10244778055754922 0.07899163680731415 -0.052209022151137735 -0.07648118780700798 leaf_weight=61.049225376162212 3.3466816246509543 4.2596766978967935 0.90609130263328452 4.2258383131120345 6.9039103453978896 2.4966932847164562 leaf_count=724 32 88 2 37 298 31 internal_value=0.000335232 -0.0287959 0.00326691 0.00759222 -0.0342662 0.00284412 internal_weight=83.1881 7.60636 75.5818 67.7718 7.81 63.5459 internal_count=1212 120 1092 792 300 755 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=0.858403 5.61644e-07 1.42289e-07 7.36601e-08 2.44918e-08 4.44392e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075120464713760007 -0.075447619631248325 -0.075333557018644873 -0.07511177808320553 -0.075063897223665355 -0.075181404556149856 -0.075125111694769903 leaf_weight=0.51855884306132793 0.056048502214252616 0.031845176592469215 0.4608275142672934 0.20114830359671021 0.19873513138736609 0.4764160220802296 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0350477 -0.0751374 -0.0751246 -0.0751197 -0.0751296 -0.0751417 internal_weight=1.94358 1.42502 1.36897 1.33713 1.13598 0.675151 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=7 num_cat=0 split_feature=13 4 7 0 0 4 split_gain=0.601988 0.734063 0.706165 2.64066 2.49942 2.45927 threshold=49199.500000000007 2169.5000000000005 73.565496186226582 0.15692350000000002 0.59802700000000009 255.00000000000003 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0088564326042505567 -0.087308926703195608 0.032735909369829216 -0.03200446051671537 0.044511308115547932 0.024350001167465402 -0.069765711401253525 leaf_weight=40.616072857752442 1.5933139296248549 0.74876705952920009 6.8269461779855218 13.291949689155443 3.980674408376216 9.1772039867937547 leaf_count=504 36 43 105 392 28 104 internal_value=0.000983003 -0.0489304 0.00256504 0.0185472 -0.0034145 -0.0412927 internal_weight=76.2349 2.34208 73.8928 20.1189 53.774 13.1579 internal_count=1212 79 1133 497 636 132 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=7 num_cat=0 split_feature=10 15 11 10 2 6 split_gain=0.728005 1.20482 0.755728 1.32156 1.18345 1.06966 threshold=35.000000000000007 6.5000000000000009 6.5000000000000009 30.500000000000004 6.5000000000000009 125.25498420013805 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=0.0026633443229582485 -0.075764090511727333 0.081549081544638635 0.065771540920779567 0.082268517775123062 -0.054611548017211492 -0.055672629151592296 leaf_weight=57.121641797013581 1.2587646471802134 1.8075298499315966 0.97499479539692302 1.9903790401294816 5.0272274368908256 3.3262299913913003 leaf_count=706 143 29 10 23 224 77 internal_value=-0.000387157 0.000963512 -0.00116477 0.00209327 -0.0350566 -0.000546675 internal_weight=71.5068 70.248 68.4405 62.4383 6.00222 60.4479 internal_count=1212 1069 1040 806 234 783 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=7 num_cat=0 split_feature=10 5 5 4 4 9 split_gain=0.704217 1.3424 0.764608 1.66346 2.25973 1.56663 threshold=41.000000000000007 4845.0000000000009 2567.0000000000005 1364.5000000000002 999.50000000000011 6.3944237114723839 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=0.0019805601986986492 0.055419971432515737 -0.061622178200530876 0.039746119830603464 -0.062999682738183835 0.077374545694203031 -0.066069086689444209 leaf_weight=60.01050161011517 2.2506157970055929 3.526349773281253 4.8887629866076159 4.0968342182168263 3.8157530478201798 3.5852059070020905 leaf_count=436 124 211 136 224 41 40 internal_value=0.000253889 -0.00129957 0.00148481 -0.00113097 0.00262901 -0.00185574 internal_weight=82.174 79.9234 76.3971 71.5083 67.4115 63.5957 internal_count=1212 1088 877 741 517 476 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=7 num_cat=0 split_feature=20 4 21 10 7 7 split_gain=0.781781 4.41128e-07 1.11887e-07 6.09368e-08 2.00809e-08 3.67284e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075110945981987032 -0.075413243981342581 -0.075307940900561435 -0.075103022397408847 -0.07505650070090969 -0.075168531594356242 -0.075115438027863649 leaf_weight=0.47145600244402885 0.051732088439166213 0.029431500355713069 0.42330324790964335 0.17775103627354827 0.18553980067372333 0.43756324427522486 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0352624 -0.0751271 -0.0751153 -0.0751106 -0.0751198 -0.0751312 internal_weight=1.77678 1.30532 1.25359 1.22416 1.04641 0.623103 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=7 num_cat=0 split_feature=8 8 10 6 0 4 split_gain=0.579137 1.1249 0.904374 1.22858 1.18484 3.45094 threshold=7.2680146144134401 6.9301478636517562 19.500000000000004 123.3400999086484 4.6811795000000016 467.50000000000006 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=-0.0096883247675158147 -0.036429154119356037 0.068159996723895444 -0.046565180379384175 0.046517156183732644 -0.029680143215829621 0.053107289699185503 leaf_weight=35.155852703377604 3.9619047571904948 2.543236829340457 3.8637548545375457 5.9547618767246595 11.662768996320663 11.651960370130835 leaf_count=332 85 57 205 77 120 336 internal_value=0.000777471 0.00285857 0.000426601 0.00324482 -0.00116212 0.00594351 internal_weight=74.7942 70.8323 68.2891 64.4253 58.4706 46.8078 internal_count=1212 1127 1070 865 788 668 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=7 num_cat=0 split_feature=0 0 3 4 3 4 split_gain=0.756922 1.51118 1.82361 1.40591 1.5018 1.28518 threshold=0.00019850000000000003 0.0042115000000000008 1.5000000000000002 126.00000000000001 3.5000000000000004 840.50000000000011 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=-0.080467605992204205 0.05420034790268468 -0.082099893453830286 0.1001691439771201 -0.079713351839621902 0.047497936632619378 -0.0033454581572698663 leaf_weight=1.1561993448995043 4.9770369692705563 2.7879160146694622 1.3858969807624806 2.3705356284044674 5.4954362027347079 52.154541493975557 leaf_count=72 30 157 3 101 42 807 internal_value=-0.000224169 0.0011171 -0.00299849 0.000592802 -0.00170645 0.00150115 internal_weight=70.3276 69.1714 64.1943 61.4064 60.0205 57.65 internal_count=1212 1140 1110 953 950 849 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.692764 1.12406 1.4331 1.97591 1.47735 1.68793 threshold=0.21995678085000001 0.57223969770000005 0.80522880530000018 0.76768386320000015 0.33633666740000007 0.32478707850000005 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=-0.033042060775355424 0.031774551591252316 -0.051351176429339673 0.12389882201172087 0.13262464974303242 -0.097956107725854197 -0.00020543067822974934 leaf_weight=5.8013695838162675 11.378353852778671 5.456832155585289 1.1184558570384977 1.1396130323410023 1.5099492147564877 54.408753801137209 leaf_count=37 27 18 2 2 10 1116 internal_value=0.000250804 0.00282565 -0.00235072 0.0022454 -0.000359601 0.00229434 internal_weight=80.8133 75.012 63.6336 58.1768 57.0372 55.5272 internal_count=1212 1175 1148 1130 1128 1118 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=7 num_cat=0 split_feature=19 4 21 10 9 9 split_gain=0.722648 3.63146e-07 9.36693e-08 4.93536e-08 1.63834e-08 5.96045e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.910724502427068 7.9288974112417803 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075101899568785158 -0.075386666885060127 -0.075289233136500433 -0.07510122800055874 -0.075052343020428264 -0.075265293537249603 -0.075116217606599298 leaf_weight=0.43601389788091183 0.048443639650940562 0.02759524981956929 0.59832606361305785 0.16570227334887022 0.029141083992726635 0.33677398250438273 leaf_count=16 22 9 662 261 14 228 internal_value=-0.0352291 -0.0751184 -0.0751072 -0.0751028 -0.0751114 -0.0751281 internal_weight=1.642 1.20598 1.15754 1.12994 0.964241 0.365915 internal_count=1212 1196 1174 1165 904 242 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=7 num_cat=0 split_feature=20 21 0 4 0 0 split_gain=0.562288 0.524536 0.774215 1.58865 2.50254 1.17246 threshold=0.18676524345000003 0.14357116100000003 0.0037905000000000005 156.00000000000003 3.2000000000000005e-05 0.030054500000000001 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.053562748244236048 0.063050717938878967 0.08420515713262805 0.052716358652219443 -0.088723312546141783 -0.024730335744081615 -0.00036082210507458842 leaf_weight=1.9553291252814231 1.2643629796802995 2.5167884975671777 4.5610930551774791 2.8149275667965403 13.01011373475194 47.541459289146587 leaf_count=28 8 56 144 14 78 884 internal_value=0.000653974 -0.000788724 -0.00193454 -0.0196037 -0.00707275 0.00428559 internal_weight=73.6641 71.7087 70.4444 18.3418 15.5269 52.1026 internal_count=1212 1184 1176 148 134 1028 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 19 split_gain=0.733284 1.73423 1.19907 1.43933 2.07477 1.08179 threshold=0.16093797035000004 0.21995678085000001 0.24581294725000002 0.30468621685000002 0.32816394200000004 0.76768386320000015 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=-0.048236691022721101 0.068585348576000557 -0.10471549517503016 0.10394855731992168 -0.13139657367693228 0.0035323018844767963 -0.058542511418964494 leaf_weight=3.0310049639083445 3.6997534111142159 1.1136271208524704 1.3034430295228958 1.2190631702542305 55.789404939394444 2.9562010914087287 leaf_count=28 9 3 3 3 1158 8 internal_value=-0.000141203 0.00206483 -0.00188039 -1.12312e-05 -0.00227099 0.000408568 internal_weight=69.1125 66.0815 62.3817 61.2681 59.9647 58.7456 internal_count=1212 1184 1175 1172 1169 1166 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=7 num_cat=0 split_feature=20 20 19 19 21 20 split_gain=0.712328 1.67703 0.9419 1.79093 1.01646 1.8706 threshold=0.79454162265000006 0.76348215705000011 0.23075891465000004 0.2809201300000001 0.32816394200000004 0.40189712030000008 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=-0.047098363635610929 -0.037451669911061657 0.11531251203615511 0.12483658100698579 0.041511465579174373 -0.072287827149612557 0.0017746505002549735 leaf_weight=3.9162946384167299 4.7178184650838366 1.2974202409386624 1.1917355060577393 5.7326683327555656 3.6173334717750549 59.565849439823069 leaf_count=29 16 3 2 16 14 1132 internal_value=0.000242763 0.00260379 0.000628337 0.00329441 0.00119263 -0.00246554 internal_weight=80.0391 75.3213 74.0239 70.1076 68.9159 63.1832 internal_count=1212 1196 1193 1164 1162 1146 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=7 num_cat=0 split_feature=19 0 0 10 8 3 split_gain=0.673228 1.84493e-07 2.15519e-07 4.41628e-08 3.31453e-08 1.74872e-08 threshold=1.0000000180025095e-35 0.00019850000000000003 3.2000000000000005e-05 25.000000000000004 7.3232742775501398 88.000000000000014 decision_type=8 8 10 10 8 8 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075097063090145522 -0.075087855157267486 -0.075093118365823899 -0.07539599660471831 -0.075048436470617375 -0.075189263637560552 -0.07512342830910658 leaf_weight=0.40743489749729633 0.044060786633053461 0.58825546312436927 0.046814368339255452 0.15333807378920028 0.04876776595483534 0.2336385028611403 leaf_count=16 61 740 8 261 27 99 internal_value=-0.0349082 -0.07511 -0.0752466 -0.0750979 -0.0751066 -0.0751348 internal_weight=1.52231 1.11487 0.0908752 1.024 0.870662 0.282406 internal_count=1212 1196 69 1127 866 126 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=7 num_cat=0 split_feature=21 21 21 0 0 0 split_gain=0.578145 0.816634 0.655909 0.753797 0.831981 1.3312 threshold=0.89547868850000012 0.77990823500000006 0.58032089740000015 47.407128000000007 24.845167500000006 8.0202915000000008 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=0.0013701158479923561 0.060569384515103936 -0.065828683074546812 0.063892056059387289 -0.078550346552653416 0.030759003653467027 -0.053818895220104003 leaf_weight=53.779314070707187 1.580062761902808 1.8683227151632298 1.628042485564946 1.2102771382778872 8.2757803201675397 4.7571918892208478 leaf_count=992 10 9 12 17 103 69 internal_value=0.000737046 -0.000584826 0.00116529 -0.000336004 0.00108082 -0.00311503 internal_weight=73.099 71.5189 69.6506 68.0226 66.8123 58.5365 internal_count=1212 1202 1193 1181 1164 1061 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=7 num_cat=0 split_feature=20 5 5 4 3 8 split_gain=0.723776 0.693612 1.22326 0.653844 2.83313 1.0394 threshold=0.15581312665000005 59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 4.4954850976912946 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=-0.057727379843791851 -0.076939504149058369 0.11158304296068824 0.038015457573633546 -0.079836901827754783 0.059464613157845528 0.0011796606458065254 leaf_weight=2.1135167635511607 1.1026323426049192 1.0220367908477772 4.5147440247237673 4.2811929574236265 3.2493767179548732 52.398569889832288 leaf_count=25 121 2 32 191 22 819 internal_value=-0.00011551 0.00171364 0.00303838 0.00131693 -0.00144774 0.00458302 internal_weight=68.6821 66.5686 65.4659 64.4439 59.9291 55.6479 internal_count=1212 1187 1066 1064 1032 841 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.621163 0.855343 1.21997 1.68239 1.28315 1.40225 threshold=0.21995678085000001 0.57223969770000005 0.80522880530000018 0.76768386320000015 0.33633666740000007 0.32478707850000005 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=-0.031702811640063125 0.027992274010915048 -0.047857756135694672 0.11478275364487581 0.12496460275408645 -0.094940893500655738 -1.5432974752876255e-05 leaf_weight=5.7034653701120988 11.205787412822245 5.3107657581567764 1.0855957567691801 1.0957625806331623 1.3925872892141331 53.566240884625586 leaf_count=37 27 18 2 2 10 1116 internal_value=9.06914e-05 0.00255256 -0.00201218 0.00224884 -0.000150461 0.0022649 internal_weight=79.3602 73.6567 62.451 57.1402 56.0444 54.6518 internal_count=1212 1175 1148 1130 1128 1118 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=0.614515 2.4522e-07 6.12435e-08 3.1246e-08 1.12932e-08 2.03847e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 43.595837193710715 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075089130811542101 -0.075339844492003427 -0.075249820348150115 -0.07508139726112327 -0.075044908941852118 -0.075136355399874552 -0.07509195315039488 leaf_weight=0.37024097703397274 0.041642831172793771 0.024029650958254933 0.33111498891958047 0.14216973718430381 0.14774900770862587 0.34441006987981382 leaf_count=16 22 9 446 261 106 352 internal_value=-0.0354213 -0.0751021 -0.0750921 -0.0750882 -0.0750957 -0.0751053 internal_weight=1.40136 1.03112 0.989473 0.965444 0.823274 0.492159 internal_count=1212 1196 1174 1165 904 458 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=7 num_cat=0 split_feature=15 16 3 3 4 4 split_gain=0.553342 1.39301 0.820417 1.19254 0.844276 2.17457 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 6248.5000000000009 2387.0000000000005 decision_type=10 8 10 10 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.001172506406376771 -0.064981854235625011 0.06706528962811914 0.082310763914252641 -0.0071075048920000387 -0.037277682817697298 0.091226648722727205 leaf_weight=53.946938897948712 3.3656494063325217 1.0475738886743782 3.0316305679734787 2.935855655465275 5.6719037592411032 2.6732653505168846 leaf_count=609 96 93 63 63 158 130 internal_value=0.000679806 -0.0336376 0.00289855 0.0383192 -0.000494694 0.00319003 internal_weight=72.6728 4.41322 68.2596 5.96749 62.2921 56.6202 internal_count=1212 189 1023 126 897 739 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=7 num_cat=0 split_feature=0 0 3 4 3 2 split_gain=0.646677 1.2791 1.68376 1.2143 1.29075 1.09989 threshold=0.00019850000000000003 0.0042115000000000008 1.5000000000000002 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=-0.079841006961767089 0.051483252964101459 -0.082097581064297473 0.096849527717408082 -0.079095835365609615 0.040893890519482251 -0.003478462936023767 leaf_weight=1.0006197234615672 4.6941933855414382 2.5579647310078135 1.2866931259632099 2.0606324367690823 6.2900630170479408 49.930295229190961 leaf_count=72 30 157 3 101 61 788 internal_value=-4.49453e-05 0.00114999 -0.00265317 0.000758341 -0.0013631 0.00148602 internal_weight=67.8205 66.8198 62.1256 59.5677 58.281 56.2204 internal_count=1212 1140 1110 953 950 849 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=7 num_cat=0 split_feature=9 9 7 10 9 3 split_gain=0.585162 0.815236 0.889574 0.746617 0.722579 1.4248 threshold=7.848168949681571 7.5654070833118796 77.439195675093544 35.000000000000007 6.3944237114723839 7.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -2 -1 -6 right_child=3 2 -4 -5 5 -7 leaf_value=0.0022379879287530583 -0.076667101185470057 0.068791787387215822 -0.025441416156333215 0.032490448073433931 -0.066903664912400213 0.031663817589701646 leaf_weight=64.301063410239294 2.0648181480064518 3.4441500799730411 1.4126857661176471 0.89959559030830849 4.2380568091757587 2.2425014153122902 leaf_count=598 300 34 115 39 95 31 internal_value=4.17642e-05 0.00174988 0.0413826 -0.0435416 -0.000969607 -0.0327958 internal_weight=78.6029 75.6385 4.85684 2.96441 70.7816 6.48056 internal_count=1212 873 149 339 724 126 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=0.580133 1.98653e-07 4.93809e-08 2.46223e-08 8.89501e-09 2.06566e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 69.792058971722028 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075083653736377445 -0.075316334572098076 -0.075232035291635038 -0.075076047103216415 -0.075041404801756362 -0.075134693680428577 -0.075084816188017225 leaf_weight=0.3526418162509799 0.038761292584240437 0.022338565031532198 0.32957467871165136 0.13066150538361399 0.11252635950222611 0.31679099094617413 leaf_count=16 22 9 481 261 71 352 internal_value=-0.0344598 -0.0750946 -0.0750852 -0.0750815 -0.0750884 -0.0750979 internal_weight=1.3033 0.950653 0.911892 0.889554 0.758892 0.429317 internal_count=1212 1196 1174 1165 904 423 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=7 num_cat=0 split_feature=8 8 10 13 6 0 split_gain=0.520816 0.942316 0.756156 1.24228 1.0405 0.948979 threshold=7.2680146144134401 6.9301478636517562 19.500000000000004 49191.500000000007 123.3400999086484 4.6811795000000016 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=0.0051913617289598884 -0.035881768117693211 0.064408492246496668 0.062067199173546889 -0.076322539705327042 0.043292255253332815 -0.027563575912643152 leaf_weight=45.115454799495637 3.7135343067347995 2.3785415794700375 0.84596521430648808 2.7810090517159551 5.7906543388962737 11.002128967083989 leaf_count=668 85 57 138 67 77 120 internal_value=0.000584222 0.00257819 0.000334112 -0.0440441 0.00293407 -0.00123041 internal_weight=71.6273 67.9138 65.5352 3.62697 61.9082 56.1176 internal_count=1212 1127 1070 205 865 788 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=7 num_cat=0 split_feature=20 0 0 5 5 0 split_gain=0.627316 0.619772 1.18703 0.790018 1.09565 0.689869 threshold=0.15581312665000005 0.00019850000000000003 0.0011060000000000002 114.00000000000001 63.000000000000007 0.037647000000000007 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.054257443495490658 -0.079517694876696146 0.072703074527576614 0.11501938595242314 0.0028996623859173774 -0.081941343279202022 -0.075467628422383942 leaf_weight=2.0676470506004989 0.92615955648943682 2.3450921624898902 0.55889099836349432 58.110025389818475 2.417874414473772 0.28814427857287228 leaf_count=25 69 11 1 948 105 53 internal_value=-3.63132e-05 0.0016979 0.00287835 0.0002104 -0.047654 0.0502196 internal_weight=66.7138 64.6462 63.72 61.3749 3.26491 0.847035 internal_count=1212 1187 1118 1107 159 54 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 19 split_gain=0.598909 1.43317 0.819861 1.3787 2.40956 2.29605 threshold=0.79454162265000006 0.76348215705000011 0.23075891465000004 0.38321934000000007 0.49277379045000008 0.57317364400000004 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=-0.04474440852709536 -0.035125233035966083 0.10766287403314059 0.061323822532986051 -0.1156686354393804 0.11142331632375291 -0.00065933568340779123 leaf_weight=3.809996462543495 4.5522995404899111 1.2675920128822316 3.8160808905959129 1.7679530233144758 1.8843425586819649 60.800530476000858 leaf_count=29 16 3 9 9 5 1141 internal_value=7.04461e-05 0.00225489 0.000401167 0.00292068 -0.000537214 0.00270993 internal_weight=77.8988 73.3465 72.0789 68.2689 64.4528 62.6849 internal_count=1212 1196 1193 1164 1155 1146 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=7 num_cat=0 split_feature=19 4 21 10 7 7 split_gain=0.529957 1.59406e-07 3.97598e-08 1.98121e-08 7.54697e-09 1.71318e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 69.792058971722028 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.07507705476988781 -0.07529414954586261 -0.075215899404227279 -0.07507039509232015 -0.075038297658060887 -0.075126052868809551 -0.07507890671752325 leaf_weight=0.3207911541685462 0.035997145343571901 0.020773533033207059 0.30458514749625465 0.12017387508603861 0.10460715866065584 0.29283686213602778 leaf_count=16 22 9 481 261 71 352 internal_value=-0.0349372 -0.0750881 -0.0750793 -0.0750758 -0.0750822 -0.0750913 internal_weight=1.19976 0.878974 0.842977 0.822203 0.702029 0.397444 internal_count=1212 1196 1174 1165 904 423 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=7 num_cat=0 split_feature=21 21 19 21 19 0 split_gain=0.470349 0.732711 1.23875 0.813215 0.908469 0.704537 threshold=0.89547868850000012 0.77990823500000006 0.2809201300000001 0.49659266935000007 0.62152410415000003 47.407128000000007 decision_type=10 10 8 8 8 10 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=0.077064605776722833 0.05343576509477637 -0.064281955483920974 -0.03764035122223916 0.087755788642573496 0.0016493993328503789 -0.078363001531705556 leaf_weight=2.0673588151112199 1.6358554735779751 1.7724838852882374 5.7014978602528572 1.2071834579110143 57.441344944760203 1.1219930732622732 leaf_count=31 10 9 31 10 1104 17 internal_value=0.000436188 -0.000814675 0.000850942 -0.0015556 0.00188652 0.000116472 internal_weight=70.9477 69.3119 67.5394 65.472 59.7705 58.5633 internal_count=1212 1202 1193 1162 1131 1121 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.595967 2.64342 2.90462 2.60886 1.2698 1.65532 threshold=0.76768386320000015 0.62152410415000003 0.49277379045000008 0.43081104100000006 0.68669899670000012 0.80522880530000018 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=-0.04400205347823357 -0.031315957815931751 0.06579345045719405 -0.093510147106895841 0.10184967834139601 0.10493947943059989 -0.00069344905325122684 leaf_weight=6.5992723893141374 5.568247325718402 6.0119716674089423 3.4048585370182982 2.483641877770423 1.5402434691786764 40.256740444572642 leaf_count=39 16 12 12 6 4 1123 internal_value=-1.40063e-05 0.00287665 -0.00409131 0.00189255 -0.00323713 0.00319919 internal_weight=65.865 60.2967 54.2848 50.8799 48.3963 41.797 internal_count=1212 1196 1184 1172 1166 1127 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=7 num_cat=0 split_feature=4 4 4 4 9 8 split_gain=0.563204 1.74584 0.778717 1.59743 1.30794 2.02942 threshold=4353.5000000000009 23996.500000000004 999.50000000000011 1216.5000000000002 6.3944237114723839 5.2927476730057128 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0037939185325296439 -0.07908408983331798 0.042297150323944661 0.084665393707694256 0.0018790107830527624 -0.060602280919451801 0.066562544017076231 leaf_weight=53.165319480001926 3.0741066518239668 1.9282048153690992 3.3343648838344935 7.7440326996729718 3.5873210488352916 4.4423779249191275 leaf_count=408 316 77 24 292 64 31 internal_value=0.000153895 -0.0322961 0.00239988 0.026796 -0.00201665 0.00163157 internal_weight=77.2757 5.00231 72.2734 11.0784 61.195 57.6077 internal_count=1212 393 819 316 503 439 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=7 num_cat=0 split_feature=19 4 21 16 7 7 split_gain=0.503035 1.27968e-07 2.98967e-08 1.31997e-08 8.76051e-09 1.05882e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 1.0000000180025095e-35 69.792058971722028 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075075544119004675 -0.075273277352542245 -0.075197720199989548 -0.075065252059320978 -0.075047369333050729 -0.075118523148308414 -0.075077330699195574 leaf_weight=0.30770710576325655 0.033433476928621531 0.018897253146860749 0.27876658529567067 0.1876136156352004 0.09018539497628808 0.20253815776959527 leaf_count=16 22 9 478 418 64 205 internal_value=-0.0337961 -0.0750817 -0.0750735 -0.0750704 -0.0750779 -0.07509 internal_weight=1.11914 0.811434 0.778001 0.759104 0.57149 0.292724 internal_count=1212 1196 1174 1165 747 269 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=7 num_cat=0 split_feature=7 7 7 10 4 3 split_gain=0.468579 0.654761 1.19637 0.801404 0.793105 0.607239 threshold=83.63472603049955 78.999015316736262 76.620775124742622 30.500000000000004 1216.5000000000002 14.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -3 -1 right_child=-2 4 -4 -5 -6 -7 leaf_value=-0.0027596691495242339 0.055927476333579418 -0.073281978308838147 0.061081272301729918 -0.058532706598437005 0.027590784763826471 0.029431455854871658 leaf_weight=53.086309379898012 1.4934784416109312 2.5103405527770515 3.2162031999323508 2.3672878891229621 1.1304299151524899 6.5869475186336777 leaf_count=706 12 16 131 98 127 122 internal_value=0.000511458 -0.000689785 0.00161284 -0.00147002 -0.0419618 0.000793702 internal_weight=70.391 68.8975 65.2567 62.0405 3.64077 59.6733 internal_count=1212 1200 1057 926 143 828 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=7 num_cat=0 split_feature=21 21 10 10 10 8 split_gain=0.56173 1.60352 0.597925 1.02381 0.976154 0.695593 threshold=0.16093797035000004 0.21995678085000001 35.000000000000007 30.500000000000004 16.500000000000004 7.5455085648100599 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=-0.043232677680417338 0.0668326241778711 -0.0034390879588595763 -0.075667950700117503 0.056694867763040807 -0.085415476668950163 0.067928109635333161 leaf_weight=2.8808239009231329 3.5879989042878151 51.867462989408523 1.0823639892041672 2.9540355694480231 1.4253536603646342 1.4026401313021768 leaf_count=28 9 864 143 57 92 19 internal_value=-6.16143e-05 0.00193403 -0.0020307 -0.00064817 -0.0037452 -0.00155994 internal_weight=65.2007 62.3199 58.7319 57.6495 54.6955 53.2701 internal_count=1212 1184 1175 1032 975 883 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=7 num_cat=0 split_feature=21 19 19 19 20 19 split_gain=0.629343 0.76824 1.5689 1.43216 0.888824 1.34953 threshold=0.21995678085000001 0.090384911050000016 0.14686382560000003 0.38321934000000007 0.48408422815000002 0.54531097095000014 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=-0.032291476332760444 0.075512833144356445 -0.096639621062347955 0.055486258435860053 -0.04595826293662815 0.080561202772006624 -0.00043564495766789166 leaf_weight=5.5687702389550395 1.4170519188046453 1.6032150685787199 4.9056938737630844 4.0446890853345394 2.1345550417900085 56.660456206416711 leaf_count=37 4 6 14 16 6 1129 internal_value=7.64778e-05 0.00262361 0.00113421 0.00344806 -0.000614395 0.00250495 internal_weight=76.3344 70.7657 69.3486 67.7454 62.8397 58.795 internal_count=1212 1175 1171 1165 1151 1135 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=7 num_cat=0 split_feature=19 0 0 21 10 0 split_gain=0.454218 6.34329e-08 7.24819e-08 2.72149e-08 1.18108e-08 6.43824e-09 threshold=1.0000000180025095e-35 0.00019850000000000003 3.2000000000000005e-05 0.14357116100000003 25.000000000000004 3.6336500000000007 decision_type=8 8 10 8 10 8 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.075068836896322169 -0.075060434650121022 -0.075188106006082195 -0.075275108806662633 -0.075055755059378129 -0.075032107169578768 -0.075077692827693929 leaf_weight=0.27574289962649345 0.030306131113320589 0.018063572002574801 0.032696043606847525 0.21646270897326758 0.10044512433887576 0.35021674187737517 leaf_count=16 61 9 8 559 261 298 internal_value=-0.0346422 -0.0750758 -0.0751718 -0.075067 -0.0750637 -0.0750693 internal_weight=1.02393 0.74819 0.0630022 0.685188 0.667125 0.566679 internal_count=1212 1196 69 1127 1118 857 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=7 num_cat=0 split_feature=20 0 0 0 2 5 split_gain=0.499181 0.49836 2.13594 1.60612 1.19928 1.21133 threshold=0.18676524345000003 0.068115000000000023 0.10875250000000002 0.05904800000000001 1.5000000000000002 237.50000000000003 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=0.050319406724517714 -0.0038671131139134656 0.083012942187647876 -0.073641493558257928 -0.092147943248971242 0.041448365719307899 -0.0064123008074891867 leaf_weight=1.956627369392663 29.928374744486064 3.3674007439985862 2.1058251857757559 2.213247336447238 6.8331472165882614 23.38843729137443 leaf_count=28 392 59 16 18 80 619 internal_value=0.000522753 -0.000913547 0.00721984 -0.00994606 -0.000675186 0.00440907 internal_weight=69.7931 67.8364 35.6948 32.1416 32.3274 30.2216 internal_count=1212 1184 774 410 715 699 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=7 num_cat=0 split_feature=20 2 4 4 3 4 split_gain=0.631281 0.607638 1.57566 1.46839 1.18698 2.62408 threshold=0.15581312665000005 12.500000000000002 6248.5000000000009 7587.0000000000009 6.5000000000000009 343.00000000000006 decision_type=8 10 10 10 8 10 left_child=-1 2 4 -4 5 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.05534649738520863 0.0093847465105403038 -0.021356041789639877 0.12633382120400491 -0.0038632567861066783 0.011538092677484367 -0.07793013831074691 leaf_weight=1.9996970228967255 9.4974484851118159 9.6391517593292502 2.0174854639917608 1.518034025095403 34.369925663806498 5.3982793972827485 leaf_count=25 278 348 11 49 284 217 internal_value=-3.8988e-05 0.00173228 0.00594718 0.0704315 0.0013195 -0.0222586 internal_weight=64.44 62.4403 52.8012 3.53552 49.2657 14.8957 internal_count=1212 1187 839 60 779 495 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=7 num_cat=0 split_feature=0 8 3 0 0 4 split_gain=0.547892 1.86671 2.05574 0.961384 0.782948 1.09742 threshold=24.845167500000006 4.4954850976912946 5.5000000000000009 10.019682000000001 7.596486500000001 4353.5000000000009 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=0.0053309316686603403 -0.088850042519180383 0.090774703792344133 -0.053399225580508851 0.051193263988121789 -0.049190165528397743 -0.055486218909312948 leaf_weight=58.925331002450548 2.8444655425846568 1.942112669348717 2.0152290451806039 3.8578701498918226 3.104683333891443 3.1243257978640022 leaf_count=706 35 6 79 39 42 305 internal_value=1.97736e-05 -0.0270587 0.0173559 0.00268861 -0.000183411 0.00226867 internal_weight=75.814 6.80181 3.95734 69.0122 65.1543 62.0497 internal_count=1212 120 85 1092 1053 1011 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 20 split_gain=0.426409 8.1854e-08 1.19007e-08 7.9759e-09 6.10929e-09 3.81582e-09 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 7.3232742775501398 23.500000000000004 0.79454162265000006 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=0.075066258449276765 -0.075234960333963152 -0.075060279369096997 -0.075029743201485963 -0.075129533921266686 -0.075088280980330227 -0.075053333986600274 leaf_weight=0.26042186375707388 0.028820530045777559 0.39191748743178323 0.093496424946351908 0.02711092634126544 0.10572933638468385 0.044350017749820836 leaf_count=16 22 787 261 21 66 39 internal_value=-0.0339932 -0.07507 -0.0750628 -0.0750682 -0.0750858 -0.075078 internal_weight=0.951847 0.691425 0.662604 0.569108 0.17719 0.150079 internal_count=1212 1196 1174 913 126 105 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=7 num_cat=0 split_feature=15 16 7 9 6 2 split_gain=0.472706 1.19867 0.63145 1.73096 1.68529 1.27133 threshold=4.5000000000000009 2.0000000000000004 73.565496186226582 7.5197737497599038 102.89534848639566 3.5000000000000004 decision_type=10 8 10 10 8 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0014256854845898347 -0.062950599519156908 0.067682010999134068 -0.066201231329720306 -0.083710728954203117 -0.030076227810416307 0.047665066185866176 leaf_weight=47.103653700556606 3.0564870776142921 0.91200710553675879 1.9709126688539953 2.5156689994037142 2.6026916727423677 10.968892697943373 leaf_count=606 96 93 16 22 18 361 internal_value=0.000578072 -0.0329297 0.00261877 -0.00289068 0.0202076 0.0327562 internal_weight=69.1303 3.96849 65.1618 49.6193 15.5425 13.5716 internal_count=1212 189 1023 628 395 379 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 21 split_gain=0.577236 2.21877 2.46925 2.21163 1.08778 0.732296 threshold=0.76768386320000015 0.62152410415000003 0.49277379045000008 0.43081104100000006 0.33633666740000007 0.30468621685000002 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=0.057851217121390131 -0.031172392031028746 0.060796406428641474 -0.086940054758176927 0.094930604298900489 -0.067114347068482225 -0.0023500745340426857 leaf_weight=2.1232572915032506 5.5339937210082999 5.8922454118728629 3.3539287447929373 2.421461470425128 2.510895110666751 41.78176963608712 leaf_count=25 16 12 12 6 9 1132 internal_value=-0.00031241 0.00262782 -0.00393924 0.00176087 -0.00309968 0.000561274 internal_weight=63.6176 58.0836 52.1913 48.8374 46.4159 43.905 internal_count=1212 1196 1184 1172 1166 1157 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=7 num_cat=0 split_feature=21 19 19 19 20 19 split_gain=0.513461 0.682893 1.42363 1.22245 0.7726 1.15717 threshold=0.21995678085000001 0.090384911050000016 0.14686382560000003 0.38321934000000007 0.48408422815000002 0.54531097095000014 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=-0.029277827496265132 0.072665758817858417 -0.094758249825930396 0.051388276123922709 -0.043050412744711386 0.074837723005351783 -0.0003661465040745496 leaf_weight=5.490218962309882 1.3594978228211401 1.5152341946959493 4.8917157799005508 3.9991551153361797 2.1241492256522179 55.64854662718426 leaf_count=37 4 6 14 16 6 1129 internal_value=0.000163522 0.00248799 0.00108863 0.00326719 -0.000543521 0.0023989 internal_weight=75.0285 69.5383 68.1788 66.6636 61.7719 57.7727 internal_count=1212 1175 1171 1165 1151 1135 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=7 num_cat=0 split_feature=19 4 21 10 9 3 split_gain=0.404698 6.53434e-08 1.64901e-08 7.87398e-09 2.7459e-09 5.27504e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.8397116616035101 6.5000000000000009 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075062302897959801 -0.075217902105052581 -0.075161044896647961 -0.075054136996635601 -0.07502760224611571 -0.075123837475728955 -0.075064460814757761 leaf_weight=0.24977679457515478 0.026730975601822138 0.015196168795228004 0.30021553921687882 0.086207714059128193 0.016211227455642074 0.19419019881024724 leaf_count=16 22 9 632 261 11 261 internal_value=-0.0328622 -0.0750649 -0.0750582 -0.0750556 -0.0750603 -0.075069 internal_weight=0.888529 0.638752 0.612021 0.596825 0.510617 0.210401 internal_count=1212 1196 1174 1165 904 272 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=7 num_cat=0 split_feature=21 19 20 20 20 19 split_gain=0.450505 0.6558 0.793389 0.6959 1.34881 0.792703 threshold=0.14357116100000003 0.62152410415000003 0.18676524345000003 0.46075395060000007 0.69808073965000006 0.31709358510000007 decision_type=8 10 8 8 8 10 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=0.053996128944667432 0.084367736958643733 -0.039725541877212535 -0.048303527852614506 0.082023917136073377 0.0014362397660163725 -0.084923991682526678 leaf_weight=1.5452434369362888 1.1450214385986326 4.0297459885478011 2.8052108399569988 2.0670977309346199 55.746483206516132 1.0835360139608372 leaf_count=25 8 24 14 17 1119 5 internal_value=0.000614612 -0.000618807 0.0018887 0.000358122 0.00267583 -0.000210327 internal_weight=68.4223 66.8771 62.8473 61.7023 58.8971 56.83 internal_count=1212 1187 1163 1155 1141 1124 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=7 num_cat=0 split_feature=21 21 20 20 21 20 split_gain=0.578009 1.25542 0.587132 1.9715 2.2207 0.638847 threshold=0.16093797035000004 0.21995678085000001 0.81809574395000006 0.79454162265000006 0.32816394200000004 0.67153127420000003 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=-0.044386770518166099 0.060093193277472493 -0.10319677083033081 -0.045904368646631083 0.13019950515608519 0.0040816966169853414 -0.058225619982743372 leaf_weight=2.8293838660465553 3.4874670207500458 2.0909056141972542 2.8565755933523169 1.1490582227706898 48.697927061119117 1.7031314596533764 leaf_count=28 9 6 10 2 1152 5 internal_value=-0.000218216 0.00186513 -0.00172915 0.000623336 -0.00221311 0.00197623 internal_weight=62.8144 59.9851 56.4976 53.641 52.492 50.4011 internal_count=1212 1184 1175 1165 1163 1157 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=7 num_cat=0 split_feature=5 15 2 6 0 0 split_gain=0.517832 0.975493 0.820619 0.628154 0.560946 3.45068 threshold=4550.0000000000009 6.5000000000000009 16.500000000000004 84.083940775398517 0.16056050000000002 0.24219000000000004 decision_type=10 10 10 10 10 10 left_child=2 3 4 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.0057350524926980456 0.043248880749368751 0.051764050972177247 0.075060730813472462 -0.083110696657050218 0.13602909689421869 0.00071477876431885485 leaf_weight=47.119312391907442 0.46596640348434437 0.97437649278435845 1.5042019714892365 2.5266918637207709 2.0842791166505803 19.671048106160015 leaf_count=529 4 43 75 205 60 296 internal_value=1.14721e-05 -0.0351408 0.0019929 -0.0634361 0.000397117 0.0136786 internal_weight=74.3459 3.96703 70.3788 2.99266 68.8746 21.7553 internal_count=1212 252 960 209 885 356 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=7 num_cat=0 split_feature=19 4 21 10 0 8 split_gain=0.380624 5.26548e-08 1.31736e-08 6.33353e-09 2.19261e-09 2.84815e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 3.6336500000000007 7.3232742775501398 decision_type=8 8 8 10 8 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075060144250284247 -0.075202643448400164 -0.075148910985288753 -0.075047741511940991 -0.075025256739375962 -0.075057944912167052 -0.075089985069887177 leaf_weight=0.23652977123856544 0.02484514843672514 0.014227224746719003 0.19591685052000685 0.079068065657338593 0.2453178182040574 0.031282097770599648 leaf_count=16 22 9 606 261 269 29 internal_value=-0.032134 -0.0750602 -0.0750539 -0.0750515 -0.0750558 -0.0750616 internal_weight=0.827187 0.590657 0.565812 0.551585 0.472517 0.2766 internal_count=1212 1196 1174 1165 904 298 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=7 num_cat=0 split_feature=21 21 19 19 16 15 split_gain=0.480881 0.635992 1.08116 0.691187 0.726799 1.10995 threshold=0.89547868850000012 0.77990823500000006 0.2809201300000001 0.76768386320000015 2.0000000000000004 4.5000000000000009 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 5 -5 right_child=-2 -3 3 4 -6 -7 leaf_value=0.071476904789715648 0.0550544448223865 -0.062019217579302656 -0.033667060757719629 0.0029404327061908608 0.052758893471965697 -0.060961233420284991 leaf_weight=2.1082836142741144 1.5945635586976994 1.6398851163685311 5.9792313985526562 51.283374065649696 2.6952324388548723 2.8703131917864075 leaf_count=31 10 9 34 934 98 96 internal_value=0.000784629 -0.000515183 0.00103802 -0.00132565 0.00207594 -0.000446554 internal_weight=68.1709 66.5763 64.9364 62.8282 56.8489 54.1537 internal_count=1212 1202 1193 1162 1128 1030 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.574289 1.95265 2.08104 1.7999 1.024 1.47837 threshold=0.76768386320000015 0.62152410415000003 0.49277379045000008 0.43081104100000006 0.68669899670000012 0.80522880530000018 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=-0.040597660366537891 -0.031311631037396065 0.057733808055948715 -0.081158121062414074 0.087491229812680357 0.10297301952632287 -0.00060067330854959053 leaf_weight=6.1886517117964104 5.4883481040596953 5.7649125233292571 3.2448994740843764 2.3211524710059157 1.4299707934260366 38.002321975305676 leaf_count=39 16 12 12 6 4 1123 internal_value=-0.000418185 0.00255896 -0.00365508 0.00159061 -0.00277994 0.00315532 internal_weight=62.4403 56.9519 51.187 47.9421 45.6209 39.4323 internal_count=1212 1196 1184 1172 1166 1127 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=7 num_cat=0 split_feature=0 8 3 7 0 4 split_gain=0.496718 1.65888 1.82485 0.917717 1.7337 1.48381 threshold=24.845167500000006 4.4954850976912946 5.5000000000000009 76.306935986487204 10.007090000000002 274.00000000000006 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=0.0021338026514312659 -0.087388827848915121 0.089190371546805716 -0.052089948548149245 0.094850585245882302 0.074576886404851397 -0.051122972802178118 leaf_weight=57.560165581235196 2.6343813687562934 1.7813038527965548 1.8782622023718429 0.79339152574539085 3.5046907523646942 5.6933713724865811 leaf_count=755 35 6 79 2 37 298 internal_value=-1.07845e-05 -0.0268796 0.0166786 0.00249265 0.00629152 -0.033269 internal_weight=73.8456 6.29395 3.65957 67.5516 61.0649 6.48676 internal_count=1212 120 85 1092 792 300 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=7 num_cat=0 split_feature=19 4 21 10 9 3 split_gain=0.362543 4.18446e-08 9.89624e-09 4.90135e-09 1.8943e-09 3.29733e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.8397116616035101 6.5000000000000009 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075059151231714832 -0.075187548116887229 -0.075136180529079333 -0.075046029147205012 -0.075023748166068216 -0.075106191624596919 -0.075055510632435707 leaf_weight=0.228162981569767 0.022998169297352433 0.012912535923533142 0.25509363335368107 0.074046754696610151 0.013908713066484779 0.16664432406469132 leaf_count=16 22 9 632 261 11 261 internal_value=-0.0307908 -0.0750555 -0.0750497 -0.0750475 -0.0750516 -0.0750594 internal_weight=0.773767 0.545604 0.522606 0.509693 0.435647 0.180553 internal_count=1212 1196 1174 1165 904 272 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=7 num_cat=0 split_feature=20 19 8 8 8 8 split_gain=0.431141 0.517621 0.458839 0.741254 1.25268 1.17711 threshold=0.85871487375000011 0.62152410415000003 7.2680146144134401 5.8526653722545658 5.7549316375744786 6.0124073458263707 decision_type=10 10 10 8 8 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.00077903039446165312 0.059975158727720371 -0.034762738531897951 -0.033779670370602026 0.080601759027022629 -0.096619234337231963 0.010005425081210866 leaf_weight=36.088926058728248 1.2105853557586659 4.0773288682103148 3.3864757337141773 2.7033292092382935 1.4173450302332629 18.69789415737614 leaf_count=552 10 24 85 82 30 429 internal_value=0.000834369 -0.000244335 0.002015 0.00407276 -0.00440079 0.0189229 internal_weight=67.5819 66.3713 62.294 58.9075 37.5063 21.4012 internal_count=1212 1202 1178 1093 582 511 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=7 num_cat=0 split_feature=20 0 0 4 4 9 split_gain=0.560616 0.570386 1.09497 0.93284 0.945437 0.935184 threshold=0.15581312665000005 0.00019850000000000003 0.0011060000000000002 115.00000000000001 126.00000000000001 5.6936226724332188 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=-0.05404028126299773 -0.079241899945701189 0.071829573729001894 -0.085106194903053947 0.092403711841523239 -0.037614989815914636 0.0043964882522851785 leaf_weight=1.89327203418361 0.86801753425970574 2.1881388276815406 1.2669151150621463 1.125271975994109 5.949821656337007 48.410307142068632 leaf_count=25 69 11 38 3 238 828 internal_value=-0.000465682 0.00123025 0.00241537 -0.000260961 0.00167634 -0.00020175 internal_weight=61.7017 59.8085 58.9405 56.7523 55.4854 54.3601 internal_count=1212 1187 1118 1107 1069 1066 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=7 num_cat=0 split_feature=9 9 6 9 9 6 split_gain=0.480448 0.646322 0.723053 1.17059 0.618115 1.29182 threshold=7.848168949681571 7.5456810564319428 115.44486244277728 7.666222653551201 6.3944237114723839 126.01722756410258 decision_type=10 10 10 10 10 10 left_child=1 4 3 -3 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.0019549337422828752 -0.044266427081005422 0.075992803649596444 0.093010863349532152 -0.05486553670684377 -0.066361442941083093 0.034676661874545649 leaf_weight=60.553578989580274 2.3775673868658478 1.3142463504336768 1.5721392035484312 1.4245909608434884 3.7802070227917275 1.902140751481056 leaf_count=598 339 48 5 101 112 9 internal_value=-5.25192e-05 0.00143758 0.038956 0.00792757 -0.00100432 -0.0325394 internal_weight=72.9245 70.5469 4.31098 2.73884 66.2359 5.68235 internal_count=1212 873 154 149 719 121 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=7 num_cat=0 split_feature=20 4 21 10 9 3 split_gain=0.331875 3.37094e-08 7.94962e-09 3.88037e-09 1.57867e-09 3.15754e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.8397116616035101 5.5000000000000009 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075054604614921666 -0.075174481671534191 -0.075126591683601945 -0.075042625395248086 -0.075022188472601503 -0.075104218205355719 -0.075051470865893102 leaf_weight=0.20800721738487482 0.021392077906057239 0.011995945533271879 0.23530670836771606 0.06868837228648772 0.012245489750057459 0.15497524316560884 leaf_count=16 22 9 632 261 7 265 internal_value=-0.0312365 -0.0750516 -0.0750462 -0.0750442 -0.0750479 -0.0750553 internal_weight=0.712611 0.504604 0.483212 0.471216 0.402527 0.167221 internal_count=1212 1196 1174 1165 904 272 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=7 num_cat=0 split_feature=0 4 0 0 0 3 split_gain=0.443679 1.74361 2.0365 1.1361 1.06508 1.81714 threshold=0.0037905000000000005 156.00000000000003 3.2000000000000005e-05 0.030054500000000001 0.048128000000000004 1.5000000000000002 decision_type=8 10 10 8 8 10 left_child=1 2 -1 -2 5 -5 right_child=3 -3 -4 4 -6 -7 leaf_value=0.080476338949666201 0.05430810498839727 -0.087471951767035955 -0.05096493184683383 0.0064137657151794054 0.0036718327280782477 -0.13159453178961192 leaf_weight=2.3309178091585627 4.1131344474852076 2.6417120373807847 2.3846784830093384 2.3233142420649524 51.508754827897064 1.6188383377157149 leaf_count=57 146 24 16 38 911 20 internal_value=0.000737463 -0.0224303 0.0140064 0.00359913 -0.000162262 -0.0502591 internal_weight=66.9214 7.35731 4.7156 59.564 55.4509 3.94215 internal_count=1212 97 73 1115 969 58 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=7 num_cat=0 split_feature=0 4 3 2 4 4 split_gain=0.536781 0.833793 0.930916 1.20316 1.49282 1.31905 threshold=60.179807500000003 65648.500000000015 65.500000000000014 12.500000000000002 6248.5000000000009 7587.0000000000009 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=-0.0019232453466831987 0.060097736489141435 -0.088703054173056489 0.078142760945250148 -0.044957046038458646 0.12114641217626099 -0.0054691340266869483 leaf_weight=47.748503378010355 1.4290096480399359 1.0869492376223195 1.4744078568182875 5.9345817326102397 1.9246882898733013 1.4371499670669434 leaf_count=795 13 22 40 282 11 49 internal_value=-0.000469325 -0.00192137 -0.000309469 -0.00233718 0.00261155 0.0670196 internal_weight=61.0353 59.6063 58.5193 57.0449 51.1103 3.36184 internal_count=1212 1199 1177 1137 855 60 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=7 num_cat=0 split_feature=10 5 5 4 4 9 split_gain=0.473519 0.977379 0.6372 1.23113 1.66093 0.968796 threshold=41.000000000000007 4385.0000000000009 2567.0000000000005 1364.5000000000002 999.50000000000011 6.3944237114723839 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=0.0013050670799815379 0.052519806532478522 -0.057530757319912043 0.041614706250507186 -0.061935998905453385 0.074652644768399445 -0.057453038824807345 leaf_weight=54.909273805562407 1.6782401807140548 2.9540453028457696 3.6940385991329086 3.1620707099064012 2.9967987830750635 2.957182520069181 leaf_count=436 124 224 123 224 41 40 internal_value=2.14622e-05 -0.00122519 0.00123097 -0.00109903 0.00206167 -0.00169768 internal_weight=72.3516 70.6734 67.7194 64.0253 60.8633 57.8665 internal_count=1212 1088 864 741 517 476 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=7 num_cat=0 split_feature=19 4 21 10 9 7 split_gain=0.3065 2.9283e-08 6.30634e-09 3.08606e-09 1.36131e-09 2.42879e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.8397116616035101 74.149897609070038 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075053993954577153 -0.075166706159547944 -0.075117307584560256 -0.075039408775809058 -0.075020500339191998 -0.075072912195266558 -0.075044280508977657 leaf_weight=0.19249315746128559 0.019988721935078502 0.011127215693704784 0.21605417180580844 0.062452623551507713 0.040006812458159402 0.11419938031576748 leaf_count=16 22 9 632 261 52 220 internal_value=-0.0310247 -0.0750483 -0.075043 -0.0750411 -0.0750445 -0.0750517 internal_weight=0.656322 0.463829 0.44384 0.432713 0.37026 0.154206 internal_count=1212 1196 1174 1165 904 272 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 3 split_gain=0.423626 0.964176 1.17285 1.89484 1.15846 1.49126 threshold=40.875559000000003 24.845167500000006 8.0202915000000008 7.596486500000001 4.6811795000000016 4.5000000000000009 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=-0.0050003290729761368 -0.037202877575714263 0.043161999253360145 -0.053202123851930939 0.13804489666482583 -0.050094148272021605 0.037219424927373387 leaf_weight=37.800810166401789 2.8226082245819262 5.3132271980866781 4.0563963092863551 1.01281925337389 4.2514721038751295 10.743889779434538 leaf_count=444 36 84 69 12 98 469 internal_value=0.000700245 0.00239363 -0.00134974 0.00255916 -3.99454e-05 0.00434373 internal_weight=66.0012 63.1786 57.8654 53.809 52.7962 48.5447 internal_count=1212 1176 1092 1023 1011 913 is_linear=0 shrinkage=0.1 Tree=294 num_leaves=7 num_cat=0 split_feature=20 0 0 4 4 3 split_gain=0.480841 0.523215 0.970099 0.849674 0.865652 1.05664 threshold=0.15581312665000005 0.00019850000000000003 0.0011060000000000002 115.00000000000001 126.00000000000001 3.5000000000000004 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=-0.050330721402992974 -0.079004567259274475 0.069701769017595491 -0.084231261208444583 0.090942972553805373 -0.051243498268103406 0.0037268209102438304 leaf_weight=1.8690278000722171 0.802296191919594 2.0597655922174445 1.1774011077359308 1.0640611052513111 3.7619696971960357 49.607854522415437 leaf_count=25 69 11 38 3 225 841 internal_value=-0.000400834 0.00119511 0.00231082 -0.00018525 0.00163266 -0.000147966 internal_weight=60.3424 58.4733 57.6711 55.6113 54.4339 53.3698 internal_count=1212 1187 1118 1107 1069 1066 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=7 num_cat=0 split_feature=20 20 19 19 21 21 split_gain=0.467635 1.03812 0.611403 1.28335 0.93933 1.34764 threshold=0.79454162265000006 0.76348215705000011 0.23075891465000004 0.2809201300000001 0.68669899670000012 0.58032089740000015 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=-0.040648601012694324 -0.032083813298715909 0.095922831831098537 0.11047907901533344 0.00076990608376514445 -0.061605642315178025 0.097726713857795744 leaf_weight=3.4438446073618252 4.2771519236266604 1.1569905281066883 1.0842349529266357 57.680906018635142 2.3260379880666724 1.4701032638549794 leaf_count=29 16 3 2 1144 14 4 internal_value=-2.33421e-05 0.0020184 0.000372365 0.00263047 0.000728405 0.00317961 internal_weight=71.4393 67.1621 66.0051 62.5613 61.477 59.151 internal_count=1212 1196 1193 1164 1162 1148 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=7 num_cat=0 split_feature=19 4 21 10 9 3 split_gain=0.284165 2.37661e-08 5.09474e-09 2.4799e-09 1.16217e-09 2.12501e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.8397116616035101 5.5000000000000009 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075049914105214624 -0.075155403777745336 -0.075109267830950538 -0.075036448464724612 -0.075018941203049749 -0.075091119973642595 -0.075044795433819089 leaf_weight=0.17874591099098325 0.018638583831489086 0.010334182414226234 0.19927428608207265 0.057523509116435889 0.010704923421144485 0.13207871794838866 leaf_count=16 22 9 632 261 7 265 internal_value=-0.0308677 -0.075045 -0.0750399 -0.0750382 -0.0750414 -0.0750483 internal_weight=0.6073 0.428554 0.409916 0.399581 0.342058 0.142784 internal_count=1212 1196 1174 1165 904 272 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=7 num_cat=0 split_feature=21 19 0 0 0 4 split_gain=0.423841 0.521791 0.4101 1.79541 1.55923 1.35408 threshold=0.14357116100000003 0.62152410415000003 0.068115000000000023 0.10875250000000002 0.059867500000000004 164.50000000000003 decision_type=8 10 8 8 8 8 left_child=-1 2 4 -4 -2 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.052805493993293151 -0.0026496033569904636 -0.036579780037095319 0.080632058617064517 -0.065123254666275943 -0.1154146117507642 0.0067980448974351683 leaf_weight=1.5206508794799445 18.230419361963872 3.7939849793910971 3.0924436012282959 2.8324962034821501 1.3146250545978535 34.530126778408885 leaf_count=25 327 24 59 21 13 743 internal_value=0.000629434 -0.000614279 0.00165993 0.00740639 -0.0102343 0.00134562 internal_weight=65.3147 63.7941 60.0001 40.4551 19.545 37.3626 internal_count=1212 1187 1163 823 340 764 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 19 split_gain=0.503332 1.64656 1.85349 1.18713 2.50961 1.27795 threshold=0.76768386320000015 0.62152410415000003 0.18676524345000003 0.68669899670000012 0.37052061300000005 0.49277379045000008 decision_type=10 10 8 10 10 10 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.12031645787727596 -0.029363774172024834 0.053675733393623172 0.0049737776900389006 0.047124190289240968 -0.083598486221398802 -0.11381914383015113 leaf_weight=1.3191926998551933 5.4404752030968657 5.6414152905344954 37.67675794987008 4.7764458283781996 3.7471900358796111 0.92789623886346717 leaf_count=24 16 12 1128 15 13 4 internal_value=-0.000370509 0.00254575 -0.00340803 -0.000135583 -0.00546555 0.00211849 internal_weight=59.5294 54.0889 48.4475 47.1283 42.3518 38.6047 internal_count=1212 1196 1184 1160 1145 1132 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=7 num_cat=0 split_feature=21 21 21 21 10 5 split_gain=0.436775 0.585259 1.18841 1.15745 0.426044 0.861923 threshold=0.21995678085000001 0.57223969770000005 0.80522880530000018 0.85846023185000009 41.000000000000007 4385.0000000000009 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=-0.027691928948985034 0.023908086161143861 -0.048933578294705994 0.096237970350838031 0.0018837300879826612 0.051160020373649584 -0.055531893088092046 leaf_weight=5.2737483128439635 10.459887579083441 4.8938303962349892 1.2886566817760468 44.61798058419663 1.5890252771787334 2.7773709105968001 leaf_count=37 27 18 3 788 124 215 internal_value=-4.36056e-06 0.00222061 -0.00189144 0.00268788 0.00022681 -0.00148083 internal_weight=70.9005 65.6268 55.1669 50.273 48.9844 47.3954 internal_count=1212 1175 1148 1130 1127 1003 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=7 num_cat=0 split_feature=19 4 21 10 9 3 split_gain=0.265535 1.89769e-08 3.90854e-09 1.97667e-09 8.83076e-10 1.66285e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.8397116616035101 5.5000000000000009 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.07504834726180569 -0.075144104600606734 -0.075100449786444756 -0.07503388566152093 -0.075017374944712834 -0.07508406017062795 -0.075041404656940952 leaf_weight=0.16792663326486945 0.017299402737990022 0.0094653709675185382 0.18457642856083112 0.052368756401847349 0.0098799790721386671 0.12187590388020908 leaf_count=16 22 9 632 261 7 265 internal_value=-0.0303054 -0.0750417 -0.075037 -0.0750354 -0.0750383 -0.0750446 internal_weight=0.563392 0.395466 0.378166 0.368701 0.316332 0.131756 internal_count=1212 1196 1174 1165 904 272 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=7 num_cat=0 split_feature=21 21 19 21 19 0 split_gain=0.414797 0.530759 0.843404 0.609621 0.605077 0.462022 threshold=0.89547868850000012 0.77990823500000006 0.2809201300000001 0.49659266935000007 0.62152410415000003 47.407128000000007 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=0.061620683377353248 0.05094227287452327 -0.05929515892381837 -0.033887008776139704 0.068360798605066816 0.0020160505313449369 -0.046446206297450603 leaf_weight=2.2082051287870854 1.6076820045709599 1.4986952543258656 5.2411801293492317 1.3331463374197481 51.133016258943826 2.0459441649727514 leaf_count=31 10 9 31 10 1097 24 internal_value=0.000779066 -0.000491755 0.000930554 -0.00131227 0.00181969 0.000151571 internal_weight=65.0679 63.4602 61.9615 59.7533 54.5121 53.179 internal_count=1212 1202 1193 1162 1131 1121 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=7 num_cat=0 split_feature=21 21 19 20 21 21 split_gain=0.480844 1.21226 1.13728 2.26247 1.6488 1.81183 threshold=0.80522880530000018 0.68669899670000012 0.2809201300000001 0.79454162265000006 0.58032089740000015 0.54047346670000007 decision_type=10 10 8 10 10 10 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.06791072386895497 -0.033183714052842726 0.067810349535928932 -0.003508071444523201 0.086306601893558599 -0.11374604609301678 0.12248126284922359 leaf_weight=2.4456599973200355 4.1742059439420691 2.6649880185723296 44.223511154763401 2.9875183701515189 1.3172753602266301 1.1716745942831028 leaf_count=29 16 9 1143 8 4 3 internal_value=-0.000466421 0.00202523 -0.00133683 0.00193917 -0.00345659 -0.000256218 internal_weight=58.9848 54.8106 52.1456 49.7 46.7125 45.3952 internal_count=1212 1196 1187 1158 1150 1146 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=7 num_cat=0 split_feature=20 19 19 19 21 20 split_gain=0.434887 0.922831 1.14761 1.1861 1.79973 0.870197 threshold=0.79454162265000006 0.73806720815000004 0.59331907385000016 0.49277379045000008 0.21995678085000001 0.65020464200000017 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=-0.12259336404961541 -0.031325774860582294 0.044684374270983013 -0.055403112727231418 0.066215119733464209 -0.00023609852675601239 0.090684190184358887 leaf_weight=1.1931126785930244 4.1907614171504965 4.6828528866171828 3.6941678971052161 2.7471010461449614 52.722669197828509 1.0741251707077015 leaf_count=22 16 13 12 8 1138 3 internal_value=-8.68581e-05 0.00189328 -0.00136865 0.00208861 -0.00111492 0.00157925 internal_weight=70.3048 66.114 61.4312 57.737 54.9899 53.7968 internal_count=1212 1196 1183 1171 1163 1141 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=7 num_cat=0 split_feature=19 4 21 10 9 3 split_gain=0.250243 1.51284e-08 3.24036e-09 1.56385e-09 6.82925e-10 1.34624e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.8397116616035101 5.5000000000000009 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075047164236119929 -0.075133618060213014 -0.0750940216884282 -0.0750314409221534 -0.075016148552480913 -0.075078056383244607 -0.07503823358233784 leaf_weight=0.15944356564432383 0.016038965666666627 0.0088553438254166394 0.17124939141103823 0.048651768032868858 0.0091828592121601105 0.11235749318620947 leaf_count=16 22 9 632 261 7 265 internal_value=-0.0295248 -0.0750386 -0.0750343 -0.0750328 -0.0750355 -0.0750412 internal_weight=0.525779 0.366336 0.350297 0.341442 0.29279 0.12154 internal_count=1212 1196 1174 1165 904 272 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=7 num_cat=0 split_feature=20 20 21 14 15 16 split_gain=0.466422 0.401927 0.56546 1.91451 0.611467 1.42613 threshold=0.85871487375000011 0.18676524345000003 0.11311668870000001 5.5000000000000009 4.5000000000000009 2.0000000000000004 decision_type=10 8 10 8 8 10 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.044433351600155824 0.062966669478711906 0.0022814201369505131 -0.024764148040286822 0.14046577611727201 -0.080303610326165634 0.080765737224082798 leaf_weight=1.9359040055423973 1.1819083802402008 48.476596898050047 9.1634295806288701 0.98210021853446861 2.4012728241505097 0.71291021490469564 leaf_count=28 10 930 55 12 93 84 internal_value=0.000721771 -0.000433643 -0.00184057 0.002155 -0.000477928 -0.043431 internal_weight=64.8541 63.6722 61.7363 52.5729 51.5908 3.11418 internal_count=1212 1202 1174 1119 1107 177 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 19 split_gain=0.50868 1.2385 1.63004 1.03019 1.90807 1.13 threshold=0.76768386320000015 0.62152410415000003 0.18676524345000003 0.68669899670000012 0.37052061300000005 0.49277379045000008 decision_type=10 10 8 10 10 10 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.1160313684047346 -0.029970373423446828 0.047922427084886102 0.0044787344839530485 0.04491498838032134 -0.074604770097314546 -0.11304742526819248 leaf_weight=1.2352549596107563 5.3143992871046057 5.3885952606797209 37.386105130426586 4.667953096330165 3.5632594749331465 0.83641088008880515 leaf_count=24 16 12 1128 15 13 4 internal_value=-0.00047361 0.00247976 -0.00265502 0.000359783 -0.00461755 0.00190695 internal_weight=58.392 53.0776 47.689 46.4537 41.7858 38.2225 internal_count=1212 1196 1184 1160 1145 1132 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=7 num_cat=0 split_feature=9 9 6 9 15 6 split_gain=0.395008 0.613423 0.605362 0.972296 0.477031 0.461746 threshold=7.848168949681571 7.5654070833118796 115.44486244277728 7.666222653551201 9.0000000000000018 96.382958822065049 decision_type=10 10 10 10 10 10 left_child=1 5 3 -3 -2 -1 right_child=4 2 -4 -5 -6 -7 leaf_value=0.0022097824693523543 -0.06703700587245906 0.075607946957526692 0.091183940173914291 -0.050674200416471887 0.047167434783346139 -0.023196763719927377 leaf_weight=55.548110882402398 1.6841836244566359 1.1650408906862137 1.4440869837999342 1.279070184798911 0.46720905485562969 8.2107548667117936 leaf_count=592 316 43 5 101 23 132 internal_value=-5.20247e-05 0.00128955 0.0398509 0.00952104 -0.0422357 -0.00106203 internal_weight=69.7985 67.6471 3.8882 2.44411 2.15139 63.7589 internal_count=1212 873 149 144 339 724 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=7 num_cat=0 split_feature=19 4 21 10 9 9 split_gain=0.234261 1.20375e-08 2.18714e-09 1.2346e-09 5.50289e-10 1.73961e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.910724502427068 7.9288974112417803 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075045573286538547 -0.075123663871994567 -0.075083301894847215 -0.075029241909088218 -0.075014830420950918 -0.075081164056305549 -0.075034592084170473 leaf_weight=0.1502249650657177 0.014847478130832314 0.0079732374870218337 0.16660145541936799 0.044487477014627075 0.0087570981286262395 0.095354153523658169 leaf_count=16 22 9 662 261 14 228 internal_value=-0.0288582 -0.0750356 -0.0750316 -0.0750303 -0.0750328 -0.0750385 internal_weight=0.488246 0.338021 0.323173 0.3152 0.270713 0.104111 internal_count=1212 1196 1174 1165 904 242 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=7 num_cat=0 split_feature=0 4 0 0 0 5 split_gain=0.373781 1.62463 1.8198 1.00367 2.46012 1.60605 threshold=0.0037905000000000005 156.00000000000003 3.2000000000000005e-05 0.030054500000000001 0.034740000000000007 3216.0000000000005 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=0.080068578497831736 0.08864320836448622 -0.086451705842566062 -0.047298483460984302 -0.18923927188147371 0.0023362450071853658 -0.063204276198329773 leaf_weight=2.1849333345890036 2.94462216226384 2.4582824886310846 2.3054320849478245 0.67892151232808728 52.854091182351112 0.91234984155744303 leaf_count=57 130 24 16 10 959 16 internal_value=0.000804123 -0.0211007 0.0146761 0.00345631 -9.33724e-05 0.0527244 internal_weight=64.3386 6.94865 4.49037 57.39 53.533 3.85697 internal_count=1212 97 73 1115 969 146 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=7 num_cat=0 split_feature=0 0 3 8 6 0 split_gain=0.466086 0.909941 1.25174 0.605419 2.15605 1.6184 threshold=0.00019850000000000003 0.0042115000000000008 1.5000000000000002 4.4954850976912946 84.854839424013804 0.084130500000000011 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=-0.078720586289222794 0.047293595717661764 -0.080475527028576452 0.033867204031646968 -0.078251878955035201 0.063572035940421601 -0.0033530012704854001 leaf_weight=0.75132010673405503 3.8826669765403485 1.9994001623708744 4.8310725339688352 3.5472273698542258 3.9842259056167668 38.817209362052381 leaf_count=72 30 157 71 178 109 595 internal_value=-0.000471397 0.000558892 -0.00285326 0.000179151 -0.00333226 0.0028768 internal_weight=57.8131 57.0618 53.1791 51.1797 46.3487 42.8014 internal_count=1212 1140 1110 953 882 704 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 19 split_gain=0.376556 0.595539 1.20668 0.806282 0.870503 1.23773 threshold=0.21995678085000001 0.090384911050000016 0.14686382560000003 0.38321934000000007 0.67010311760000008 0.79045400760000006 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=-0.026501427856341186 0.069962647570901398 -0.093430150453334915 0.042892565316278899 -0.037085585213168654 0.067937292485999667 -0.00022567834990092238 leaf_weight=5.0285447148344247 1.2608813866972921 1.3371240049600599 4.5940995663404465 5.8823107033967972 2.8197108805179596 48.227590158217936 leaf_count=37 4 6 14 24 6 1121 internal_value=-0.000150301 0.0019162 0.000551308 0.00259385 -0.00065817 0.00353945 internal_weight=69.1503 64.1217 62.8608 61.5237 56.9296 51.0473 internal_count=1212 1175 1171 1165 1151 1127 is_linear=0 shrinkage=0.1 Tree=312 num_leaves=7 num_cat=0 split_feature=19 4 21 10 9 9 split_gain=0.215 1.05417e-08 1.78419e-09 9.8119e-10 4.43681e-10 1.39545e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.910724502427068 7.9288974112417803 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075045474008700944 -0.07511836009445233 -0.075077667375138407 -0.075027068396130131 -0.075013752695799588 -0.075075354728476956 -0.075032075915929919 leaf_weight=0.13753051683306694 0.01390805933624506 0.0074339154816698283 0.15309393793995696 0.041175391806973494 0.0081369515137339476 0.088263462577742757 leaf_count=16 22 9 662 261 14 228 internal_value=-0.029119 -0.0750333 -0.0750293 -0.0750281 -0.0750304 -0.0750357 internal_weight=0.449542 0.312012 0.298104 0.29067 0.249494 0.0964004 internal_count=1212 1196 1174 1165 904 242 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=7 num_cat=0 split_feature=20 21 21 4 5 19 split_gain=0.373442 0.397457 0.601792 2.08339 0.71873 0.554079 threshold=0.85871487375000011 0.85846023185000009 0.11311668870000001 255390.00000000003 44852.000000000007 0.43081104100000006 decision_type=10 10 10 8 8 8 left_child=1 2 3 4 -1 -4 right_child=-2 -3 5 -5 -6 -7 leaf_value=0.0012102508985387494 0.055126227306541466 0.044561643360715324 0.0057082119548947019 0.13362056337879266 -0.076881510503181913 -0.045856242692248021 leaf_weight=49.241784400655888 1.2407984063029278 1.9160629324614991 3.3998199887573719 1.1825357601046551 1.2074700174853195 5.3837764486670476 leaf_count=1080 10 12 22 14 42 32 internal_value=0.000803566 -0.000277806 -0.00169988 0.00241661 -0.000658825 -0.0258975 internal_weight=63.5722 62.3314 60.4154 51.6318 50.4493 8.7836 internal_count=1212 1202 1190 1136 1122 54 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=7 num_cat=0 split_feature=6 5 9 2 3 4 split_gain=0.432771 1.17859 0.754463 0.957232 0.880037 0.963681 threshold=125.38956572919442 26643.000000000004 7.9588975289260775 12.500000000000002 9.5000000000000018 6248.5000000000009 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=-0.0044067872769117397 -0.067889510506942072 0.064883276327850556 0.050810749899926649 -0.045112754908775733 0.051780221334963489 0.061023088428715372 leaf_weight=40.0811820559029 2.6446694203186776 0.89476348680909712 2.9644542039604849 4.5003313785418859 3.4507007934735148 2.3849731525406233 leaf_count=691 86 40 70 217 56 52 internal_value=-0.000462027 -0.0343247 0.00178322 -0.00109953 0.00321423 -0.000732132 internal_weight=56.9211 3.53943 53.3816 50.4172 45.9169 42.4662 internal_count=1212 126 1086 1016 799 743 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=7 num_cat=0 split_feature=20 20 20 21 21 20 split_gain=0.372852 0.891006 0.807983 1.392 1.24583 0.560044 threshold=0.79454162265000006 0.69808073965000006 0.60478927825000006 0.32816394200000004 0.41913016440000006 0.49686210610000009 decision_type=10 10 10 8 8 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=0.054870549673770509 -0.029686355036226859 0.067204814491759135 -0.059502825486346167 -0.11235803347135956 0.0020106577743673653 -0.040529522415394814 leaf_weight=4.560098933216068 4.0278332233428946 2.0101996436715117 2.2329620569944373 1.015306159853935 51.229083231301047 3.29371004551649 leaf_count=32 16 6 9 3 1136 10 internal_value=-0.000171059 0.00167663 -0.000436677 0.00175794 -0.00260301 -0.000559185 internal_weight=68.3692 64.3414 62.3312 60.0982 55.5381 54.5228 internal_count=1212 1196 1190 1181 1149 1146 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=7 num_cat=0 split_feature=19 0 0 21 10 0 split_gain=0.199026 5.3903e-09 5.44159e-09 1.19591e-09 7.00933e-10 4.55751e-10 threshold=1.0000000180025095e-35 0.00019850000000000003 3.2000000000000005e-05 0.14357116100000003 25.000000000000004 3.6336500000000007 decision_type=8 8 10 8 10 8 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.075042280335008218 -0.075023446435910537 -0.075067987296454239 -0.075116603526454481 -0.075021487751040339 -0.07501259632025481 -0.075030931684528748 leaf_weight=0.12764860922470689 0.011420366092352197 0.0066992306092288345 0.013904907915275544 0.082078271322643559 0.037694354992709123 0.13539259866229258 leaf_count=16 61 9 8 559 261 298 internal_value=-0.0288521 -0.0750305 -0.0750746 -0.0750263 -0.0750252 -0.0750274 internal_weight=0.414838 0.28719 0.0253253 0.261864 0.255165 0.217471 internal_count=1212 1196 69 1127 1118 857 is_linear=0 shrinkage=0.1 Tree=317 num_leaves=7 num_cat=0 split_feature=13 10 9 6 6 6 split_gain=0.34244 0.452285 0.417698 1.14214 1.07095 1.28041 threshold=49199.500000000007 19.500000000000004 6.0966438103189775 115.14406506322102 83.360795883618621 113.38670392953931 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0041251099195499276 0.032144551232513245 -0.082282015181422544 0.057221794926065842 -0.00096737268003144411 -0.064150593886799792 0.024005275038955803 leaf_weight=37.360900320811197 0.51161718182265659 1.063415228622034 4.7302728192880776 11.757222977001218 5.3153814235702148 2.387685114517808 leaf_count=500 41 38 246 313 50 24 internal_value=0.000929829 -0.0451129 0.00210801 0.0157271 -0.0028748 -0.0368253 internal_weight=63.1265 1.57503 61.5515 16.4875 45.064 7.70307 internal_count=1212 79 1133 559 574 74 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=7 num_cat=0 split_feature=0 0 4 4 3 5 split_gain=0.426424 0.822213 0.726068 0.758716 0.89825 1.20615 threshold=0.00019850000000000003 0.0011060000000000002 115.00000000000001 126.00000000000001 3.5000000000000004 63.000000000000007 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=-0.078503234596828841 0.065259938882068477 -0.083410118640386277 0.088494868091888668 0.068499563363149121 0.0017973803347554934 -0.07853761520204168 leaf_weight=0.69260311976540734 1.8908512496855099 1.0693265134468664 0.94760248064994712 0.69147397927008514 48.048478816752322 2.887733802665025 leaf_count=72 15 38 3 36 859 189 internal_value=-0.000522481 0.000450045 -0.00183436 -0.000175191 -0.00180269 -0.0501312 internal_weight=56.2281 55.5355 53.6446 52.5753 51.6277 3.57921 internal_count=1212 1140 1125 1087 1084 225 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 19 split_gain=0.36729 0.537634 1.08582 0.736161 0.771024 0.984176 threshold=0.21995678085000001 0.090384911050000016 0.14686382560000003 0.38321934000000007 0.49277379045000008 0.57317364400000004 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=-0.026536223414258372 0.067845474918631299 -0.091528545584065729 0.041096065175990994 -0.062143648103332762 0.080501123601622412 -0.00078783126370454433 leaf_weight=4.9321044274111046 1.2088990136981008 1.2558101862668989 4.5509354248642921 1.9719659388065336 1.5328174829483032 52.574818113600486 leaf_count=37 4 6 14 10 5 1136 internal_value=-0.000255041 0.00179934 0.000509181 0.00241551 -0.000723467 0.00151501 internal_weight=68.0274 63.0952 61.8863 60.6305 56.0796 54.1076 internal_count=1212 1175 1171 1165 1151 1141 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=7 num_cat=0 split_feature=19 0 0 21 10 0 split_gain=0.184892 4.34329e-09 4.36573e-09 9.63393e-10 5.5373e-10 3.69567e-10 threshold=1.0000000180025095e-35 0.00019850000000000003 3.2000000000000005e-05 0.14357116100000003 25.000000000000004 3.6336500000000007 decision_type=8 8 10 8 10 8 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.075039296413719911 -0.075021729892637168 -0.075063187612646187 -0.075108351066935419 -0.075019826365384179 -0.075011682429587376 -0.075028679052744712 leaf_weight=0.11887370538897812 0.010578191351669375 0.0062235566147137433 0.012931173259858042 0.075646971082278469 0.03480485539057554 0.12520971725462005 leaf_count=16 61 9 8 559 261 298 internal_value=-0.0286048 -0.0750283 -0.0750694 -0.0750244 -0.0750233 -0.0750253 internal_weight=0.384268 0.265394 0.0235094 0.241885 0.235662 0.200857 internal_count=1212 1196 69 1127 1118 857 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=7 num_cat=0 split_feature=15 16 11 16 3 20 split_gain=0.347861 0.90769 0.53726 1.05798 0.470658 0.392498 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 1.0000000180025095e-35 36.500000000000007 0.18676524345000003 decision_type=10 10 10 8 10 8 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.045163850251918186 -0.060668050385590769 0.069929630200389101 -0.086284992375237901 0.074078109065817063 -0.060228345146937728 -0.0014932254705476034 leaf_weight=1.8654563701711593 2.4125056245829906 0.6828164355829357 0.56868514418601934 2.8725395452929665 0.28699081577360619 53.878314427100122 leaf_count=19 96 93 2 202 13 787 internal_value=0.000825098 -0.0318587 0.00252618 0.0392784 0.0618786 6.81461e-05 internal_weight=62.5673 3.09532 59.472 3.72822 3.15953 55.7438 internal_count=1212 189 1023 217 215 806 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 21 split_gain=0.416288 1.01012 0.521364 1.53121 0.769069 2.19392 threshold=0.80522880530000018 0.68669899670000012 0.79454162265000006 0.69808073965000006 0.60478927825000006 0.32816394200000004 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=-0.076202515276630051 -0.031473748413489162 0.063679372383776023 0.034898408686675257 -0.10217252590341384 0.05099297843138012 0.0032658365237162321 leaf_weight=3.8312897046125727 4.0250823348760596 2.518702194094657 3.6884550526738158 1.5409451723098744 2.6956778615713111 37.25459955947008 leaf_count=32 16 9 12 5 8 1130 internal_value=-0.000501162 0.00191817 -0.00125578 -0.00419809 -0.000749764 -0.00414465 internal_weight=55.5548 51.5297 49.011 45.3225 43.7816 41.0859 internal_count=1212 1196 1187 1175 1170 1162 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=7 num_cat=0 split_feature=10 5 3 4 8 0 split_gain=0.374598 0.726101 0.488821 0.677373 1.01262 1.35828 threshold=41.000000000000007 4845.0000000000009 12.500000000000002 2133.0000000000005 5.2927476730057128 0.10875250000000002 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=-0.0047444066274141073 0.05038092899997685 -0.056535212419997663 0.046794905387475258 -0.054276984490559413 -0.030360800372126406 0.05308320008024503 leaf_weight=49.280566189321689 1.4335913860704739 2.2961695431877152 2.2207164518185882 2.2940683929191428 2.6799445282667858 7.1692668478935957 leaf_count=422 124 211 42 261 55 97 internal_value=-0.00018984 -0.00128928 0.000703885 -0.000962489 0.00110596 0.0303783 internal_weight=67.3743 65.9407 63.6446 61.4238 59.1298 9.84921 internal_count=1212 1088 877 835 574 152 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=7 num_cat=0 split_feature=19 4 21 10 9 9 split_gain=0.174813 5.47909e-09 7.51815e-10 4.76168e-10 1.82492e-10 6.47176e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 7.910724502427068 7.9288974112417803 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075038168555411677 -0.075094857815340976 -0.075058890956524682 -0.075021576287077507 -0.075010735207345525 -0.075058549531316132 -0.075025049770288343 leaf_weight=0.11382201546803117 0.011134481173940003 0.0057100081176031381 0.12059358753595006 0.031472316471081285 0.0062934943016443859 0.068916113476007013 leaf_count=16 22 9 662 261 14 228 internal_value=-0.0273073 -0.0750263 -0.0750231 -0.0750222 -0.075024 -0.0750279 internal_weight=0.357942 0.24412 0.232986 0.227276 0.195803 0.0752096 internal_count=1212 1196 1174 1165 904 242 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=7 num_cat=0 split_feature=0 0 0 2 3 6 split_gain=0.347756 1.63128 1.44923 0.876868 0.930968 2.30677 threshold=0.068115000000000023 0.10875250000000002 0.05904800000000001 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=8 8 8 8 8 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=-0.00067830941522377983 0.079445023408563478 -0.065253122766580851 -0.089837872988145773 -0.07936985398256495 0.085103166121024434 -0.00098824484772552226 leaf_weight=16.642667491454635 2.8178349088411769 1.9172137081623066 2.0473292008973649 1.2933331951498974 3.4276754260063163 33.828228141414002 leaf_count=336 60 16 19 13 50 718 internal_value=0.000954686 0.00587702 -0.010445 0.000754195 0.00403701 0.00693247 internal_weight=61.9743 43.2843 18.69 40.4665 38.5492 37.2559 internal_count=1212 857 355 797 781 768 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 19 split_gain=0.428727 1.20602 1.28742 1.30339 0.648333 1.6562 threshold=0.76768386320000015 0.62152410415000003 0.49277379045000008 0.21995678085000001 0.64326956145000014 0.23075891465000004 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=0.079337113314285584 -0.027829762886903128 0.048179047447860612 -0.069334514451083101 -0.041858697847313643 0.077067990384321883 -0.0044959270441536974 leaf_weight=2.0440567424811888 5.1758140698075286 5.1600927561521521 2.736847110092639 3.7940793409943581 2.6907631233334541 33.288796405307949 leaf_count=24 16 12 12 15 8 1125 internal_value=-0.000439589 0.00241201 -0.0028885 0.0014602 -0.00254207 0.0016039 internal_weight=54.8904 49.7146 44.5545 41.8177 39.7736 35.9796 internal_count=1212 1196 1184 1172 1148 1133 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=7 num_cat=0 split_feature=5 4 2 8 4 4 split_gain=0.359942 1.94468 2.31463 1.9204 1.91444 1.19725 threshold=154.00000000000003 219.50000000000003 1.5000000000000002 2.3249735497432957 149.00000000000003 115.00000000000001 decision_type=8 8 10 8 10 10 left_child=1 2 4 -2 5 -1 right_child=3 -3 -4 -5 -6 -7 leaf_value=0.0082206613724358918 -0.10223291003411382 0.066024255064139448 -0.072842159270907897 -0.00092535352632484879 0.067588470885430796 -0.088528932437339322 leaf_weight=4.7654957231134194 1.9524266336811695 4.8387871235609046 3.9247017763555041 44.946424164314521 4.4080779552459717 1.7482768339104948 leaf_count=69 27 36 62 917 56 45 internal_value=-0.000379404 0.0109691 -0.00697442 -0.00514285 0.0166948 -0.0177466 internal_weight=66.5842 19.6853 14.8466 46.8989 10.9219 6.51377 internal_count=1212 268 232 944 170 114 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=7 num_cat=0 split_feature=19 0 0 21 10 0 split_gain=0.162708 2.79303e-09 2.83356e-09 5.97814e-10 3.4672e-10 2.31599e-10 threshold=1.0000000180025095e-35 0.00019850000000000003 3.2000000000000005e-05 0.14357116100000003 25.000000000000004 3.6336500000000007 decision_type=8 8 10 8 10 8 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.075035182893064795 -0.075018140558267332 -0.075054405120667897 -0.075093798990027091 -0.075017023617370199 -0.075009987098287295 -0.075024625704706152 leaf_weight=0.10637890594080091 0.0089401981604169123 0.0051942505524493754 0.011091409251093864 0.064239854926199769 0.029273761838339851 0.10653404152981238 leaf_count=16 61 9 8 559 261 298 internal_value=-0.0268922 -0.0750244 -0.07506 -0.0750209 -0.07502 -0.0750218 internal_weight=0.331652 0.225274 0.0200316 0.205242 0.200048 0.170774 internal_count=1212 1196 69 1127 1118 857 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 0 split_gain=0.342547 1.37022 1.57965 0.909475 1.37919 0.799504 threshold=0.0037905000000000005 156.00000000000003 3.2000000000000005e-05 0.030054500000000001 3216.0000000000005 0.03899650000000001 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=0.079269544034986233 0.087617173507760798 -0.085028676808948822 -0.04452126157711761 -0.054365491994638221 -0.060162881282772543 0.0029996726701895056 leaf_weight=1.9183013197034586 2.6795432078652079 2.1902908682823181 2.2281535491347313 2.5567247918806961 0.82626298954710353 48.839830076904036 leaf_count=57 130 24 16 37 16 932 internal_value=0.000966616 -0.0210478 0.0127489 0.00350749 0.0527878 0.000146039 internal_weight=61.2391 6.33675 4.14645 54.9024 3.50581 51.3966 internal_count=1212 97 73 1115 146 969 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=7 num_cat=0 split_feature=6 5 9 2 4 4 split_gain=0.406399 0.985284 0.672465 0.819998 0.706291 1.33678 threshold=125.38956572919442 26643.000000000004 7.9588975289260775 12.500000000000002 6248.5000000000009 7587.0000000000009 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.00015204387618791894 -0.065710282577490078 0.063166604673620619 0.049076380190786063 -0.043208356968774161 0.11816152290217459 -0.034558856566776507 leaf_weight=41.704403268842725 2.4761233290191735 0.78010723827173922 2.8190228907624251 4.2333464478142551 1.4064443698152893 0.96736188372597087 leaf_count=747 86 40 70 217 6 46 internal_value=-0.000580706 -0.0348348 0.00160075 -0.0011695 0.00286799 0.0559257 internal_weight=54.3868 3.25623 51.1306 48.3116 44.0782 2.37381 internal_count=1212 126 1086 1016 799 52 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=7 num_cat=0 split_feature=21 20 21 20 19 19 split_gain=0.347869 1.7914 1.24986 0.842567 1.14943 1.31445 threshold=0.30468621685000002 0.46075395060000007 0.32816394200000004 0.69808073965000006 0.38321934000000007 0.23075891465000004 decision_type=8 8 8 10 10 10 left_child=1 -1 -2 4 5 -4 right_child=2 -3 3 -5 -6 -7 leaf_value=0.031786911222729364 0.11332779811021206 -0.07044300937612083 -0.0010595885589746914 0.049632517191920598 -0.041630129259585508 0.074876262013702302 leaf_weight=3.2836399345324025 0.99500388652086258 3.5860812813043594 45.517998842718953 3.2653093859553328 6.6474854089319697 2.3997383564710608 leaf_count=29 3 14 1122 12 25 7 internal_value=-0.000284542 -0.0215784 0.00220218 0.000290209 -0.00266255 0.00274331 internal_weight=65.6953 6.86972 58.8255 57.8305 54.5652 47.9177 internal_count=1212 43 1169 1166 1154 1129 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=7 num_cat=0 split_feature=19 4 21 10 0 8 split_gain=0.150316 3.7157e-09 4.67957e-10 2.97631e-10 1.09387e-10 1.55629e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 3.6336500000000007 7.3931442313733742 decision_type=8 8 8 10 8 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075035488688956722 -0.075083444790096543 -0.075050530889000322 -0.075017532130933456 -0.075009286270712308 -0.075021454498419141 -0.075034981158671021 leaf_weight=0.098354078829288483 0.0096200007246807218 0.004835899657336995 0.068015392148481624 0.026942853057335014 0.088963650188816246 0.0094048829050734639 leaf_count=16 22 9 606 261 271 27 internal_value=-0.0268128 -0.0750228 -0.0750198 -0.075019 -0.0750206 -0.0750227 internal_weight=0.306137 0.207783 0.198163 0.193327 0.166384 0.0983685 internal_count=1212 1196 1174 1165 904 298 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=7 num_cat=0 split_feature=20 20 21 20 20 21 split_gain=0.339975 0.340277 0.669362 0.364935 0.58801 0.429491 threshold=0.85871487375000011 0.79454162265000006 0.89547868850000012 0.48408422815000002 0.32478707850000005 0.17844275080000002 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=0.068415965340760845 0.052363663742422829 -0.054511895964165981 0.070883519893613883 -0.029368375889543614 0.074533869829718685 -0.0012080904921584177 leaf_weight=0.90175640839152038 1.2608015798032273 1.1280166655778874 1.3368645533919323 4.1194628663361064 1.0808696523308743 50.716079051257111 leaf_count=22 10 6 9 27 8 1130 internal_value=0.000979388 -0.000113427 0.000941725 -0.000703923 0.00153678 8.23208e-06 internal_weight=60.5439 59.283 58.155 56.8182 52.6987 51.6178 internal_count=1212 1202 1196 1187 1160 1152 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=7 num_cat=0 split_feature=21 21 21 20 19 19 split_gain=0.418215 1.14889 1.35281 0.99238 0.934257 2.29361 threshold=0.16093797035000004 0.30468621685000002 0.32816394200000004 0.81809574395000006 0.23075891465000004 0.39953208990000005 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.040922030624915846 0.047605533329035665 -0.12505173972437386 0.060927308331393162 -0.069574977940647806 -0.10159719435711174 0.00409582967864948 leaf_weight=2.443201211921405 4.8749779164791107 0.89685005694627762 2.5461219698190689 2.0184202045202246 2.1680454462766647 38.754363445797935 leaf_count=28 15 3 8 8 10 1140 internal_value=-0.000500852 0.00142579 -0.00342775 -0.00102973 0.0021531 -0.00150373 internal_weight=53.702 51.2588 46.3838 45.487 43.4685 40.9224 internal_count=1212 1184 1169 1166 1158 1150 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=7 num_cat=0 split_feature=10 5 5 4 4 9 split_gain=0.336098 0.651145 0.486926 0.948369 1.39125 0.843271 threshold=41.000000000000007 4385.0000000000009 2567.0000000000005 1364.5000000000002 999.50000000000011 6.3944237114723839 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=0.00077590364335973808 0.049307884474945066 -0.052154230941820118 0.038895581053595307 -0.058981147678225758 0.072009546743082631 -0.056058946413317413 leaf_weight=50.052645902731456 1.3338999468833197 2.4323542129568514 3.1499588271544772 2.7327819981146595 2.6541152233257881 2.7542355759069315 leaf_count=436 124 224 123 224 41 40 internal_value=-0.000371537 -0.0014106 0.000601447 -0.00147137 0.00136236 -0.00218842 internal_weight=65.11 63.7761 61.3437 58.1938 55.461 52.8069 internal_count=1212 1088 864 741 517 476 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=7 num_cat=0 split_feature=19 4 21 16 9 3 split_gain=0.143622 2.96353e-09 3.79114e-10 2.05321e-10 1.19923e-10 3.72927e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 1.0000000180025095e-35 7.910724502427068 13.500000000000002 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075035303174418824 -0.075077394906959916 -0.075046871995603892 -0.075018377409642067 -0.075011533883321657 -0.075038740179860008 -0.07500945422808207 leaf_weight=0.095529968151822686 0.0089262132532894611 0.0045559805585071445 0.11842168941257114 0.041877747996295511 0.010944245921564288 0.0072144835721701375 leaf_count=16 22 9 667 418 22 58 internal_value=-0.0251555 -0.0750211 -0.0750184 -0.0750177 -0.0750195 -0.0750271 internal_weight=0.28747 0.19194 0.183014 0.178458 0.13658 0.0181587 internal_count=1212 1196 1174 1165 747 80 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=7 num_cat=0 split_feature=8 6 0 4 3 5 split_gain=0.333176 0.672955 0.878758 2.29366 3.51993 2.03897 threshold=7.2680146144134401 123.3400999086484 4.6811795000000016 467.50000000000006 1.5000000000000002 200.50000000000003 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=0.0029594303477188948 -0.03238854931549142 0.033979166122295019 0.029327595883310228 0.043574189904272607 -0.10410936429214053 -0.065965335298975677 leaf_weight=27.181827407330278 2.8578734118491402 6.1061170347966245 3.6862274743616563 11.300078718923031 3.4615127841243511 5.7445318545214832 leaf_count=310 85 130 39 505 22 121 internal_value=0.000937138 0.00259406 -0.00113624 0.00506536 -0.0091352 -0.0287179 internal_weight=60.3382 57.4803 51.3742 41.9434 30.6433 9.43076 internal_count=1212 1127 997 837 332 160 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 6 split_gain=0.399994 0.65481 0.71265 1.0375 0.723371 1.47423 threshold=60.179807500000003 65648.500000000015 65.500000000000014 14.500000000000002 6248.5000000000009 84.887683033675486 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=-0.0021386515393918416 0.056545667912709652 -0.085702340596581716 0.077993170099258186 -0.054963719701065651 -0.078266607121029688 0.068640291133422945 leaf_weight=42.227145215510973 1.2042983109131444 0.91275590751320024 1.1381684393854801 3.4477977786445981 0.84531914629042049 3.5594267088454217 leaf_count=857 13 22 40 115 63 102 internal_value=-0.000431448 -0.00174771 -0.000251548 -0.00202983 0.00188392 0.0404472 internal_weight=53.3349 52.1306 51.2179 50.0797 46.6319 4.40475 internal_count=1212 1199 1177 1137 1022 165 is_linear=0 shrinkage=0.1 Tree=339 num_leaves=7 num_cat=0 split_feature=9 9 7 10 0 0 split_gain=0.316739 0.504109 0.519582 0.48002 0.434362 2.99057 threshold=7.848168949681571 7.5654070833118796 77.439195675093544 35.000000000000007 0.16056050000000002 0.24661950000000002 decision_type=10 10 10 8 10 10 left_child=1 4 -3 -2 -1 -6 right_child=3 2 -4 -5 5 -7 leaf_value=-0.0071308578865741656 -0.076156800400787025 0.063703604551432674 -0.024944107402804207 0.035280261128460007 0.15571098024984506 0.00022808124525370446 leaf_weight=40.67718959558988 1.2488461181492299 2.365600129938684 0.91766294185072173 0.55982143292203557 1.3315371391363466 17.433524640742689 leaf_count=439 300 34 115 39 32 253 internal_value=-0.000407575 0.000782057 0.0389268 -0.0416646 -0.00132485 0.0112609 internal_weight=64.5342 62.7255 3.28326 1.80867 59.4423 18.7651 internal_count=1212 873 149 339 724 285 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=7 num_cat=0 split_feature=19 4 21 10 4 9 split_gain=0.132511 2.3958e-09 3.04823e-10 1.81747e-10 7.36937e-11 1.4005e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 255.00000000000003 7.910724502427068 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075033040867702711 -0.075072044692695794 -0.075043507573139642 -0.075020181138622022 -0.07500799984044848 -0.0750127184349757 -0.075021862097434305 leaf_weight=0.088304903823882341 0.0082996261771768332 0.0042313449957873672 0.063556906337908003 0.02261486909173982 0.053328067385336908 0.02442260184125189 leaf_count=16 22 9 298 261 437 169 internal_value=-0.0249725 -0.0750196 -0.075017 -0.0750163 -0.0750177 -0.0750156 internal_weight=0.264758 0.176453 0.168154 0.163922 0.141308 0.0777507 internal_count=1212 1196 1174 1165 904 606 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 5 split_gain=0.312966 1.2436 1.44067 0.843002 1.1151 0.740824 threshold=0.0037905000000000005 156.00000000000003 3.2000000000000005e-05 0.030054500000000001 3216.0000000000005 1.0000000180025095e-35 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=0.078728560009405132 0.086204654076448062 -0.084435758617562584 -0.042283389436072634 -0.078842965893014788 -0.054888430302136609 0.0021795577599579507 leaf_weight=1.7799043916165822 2.4252015706151719 2.0239713860210031 2.1995746977627277 1.1551275327801693 0.72837784281000484 48.96415709273424 leaf_count=57 130 24 16 13 16 956 internal_value=0.00102839 -0.0206168 0.0118417 0.00346763 0.0536166 0.000312186 internal_weight=59.2763 6.00345 3.97948 53.2729 3.15358 50.1193 internal_count=1212 97 73 1115 146 969 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 20 split_gain=0.416846 1.13045 1.29192 0.825949 1.52618 0.812463 threshold=0.76768386320000015 0.62152410415000003 0.18676524345000003 0.68669899670000012 0.37052061300000005 0.67153127420000003 decision_type=10 10 8 10 10 10 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.10966088117488351 -0.027587331424032909 0.047312700561767139 -0.0025300579891555232 0.040806280133633632 -0.070610332223183192 0.062879103891285079 leaf_weight=1.1030627304935476 5.1164101958274832 5.0234161838889113 31.668728721619118 4.428014561533927 3.225691929459571 2.0201434642076483 leaf_count=24 16 12 1125 15 13 7 internal_value=-0.000468092 0.00245493 -0.00285396 -4.23983e-06 -0.00489959 0.00139218 internal_weight=52.5855 47.4691 42.4456 41.3426 36.9146 33.6889 internal_count=1212 1196 1184 1160 1145 1132 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=7 num_cat=0 split_feature=3 4 5 4 5 0 split_gain=0.328842 2.63947 0.61018 1.99195 1.34405 2.27794 threshold=1.0000000180025095e-35 163.00000000000003 76.000000000000014 115.00000000000001 154.00000000000003 0.034740000000000007 decision_type=8 10 8 10 8 10 left_child=1 -1 3 -2 5 -4 right_child=2 -3 4 -5 -6 -7 leaf_value=-0.080524597020681044 0.014137913214721316 0.083749293077164236 0.14678644367718663 -0.090565085944802573 -0.0049720592576565281 0.011415114606013604 leaf_weight=1.5048894596984599 4.4033956211060277 2.7940882593393326 1.600985899567603 3.0935463383793831 44.87343538049754 5.5600055120885372 leaf_count=52 57 18 15 52 944 74 internal_value=-0.000465804 0.026244 -0.00239462 -0.0290668 0.00144823 0.0416801 internal_weight=63.8303 4.29898 59.5314 7.49694 52.0344 7.16099 internal_count=1212 70 1142 109 1033 89 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=7 num_cat=0 split_feature=19 4 21 10 4 9 split_gain=0.121045 1.99017e-09 2.37718e-10 1.44358e-10 5.77056e-11 1.13399e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 255.00000000000003 7.910724502427068 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075033661060525753 -0.075067849929369351 -0.075040189285689146 -0.075018712996758247 -0.075007448115788342 -0.075011770466253777 -0.075020327624705438 leaf_weight=0.080325424671173096 0.0076998049044050268 0.0038838173350086436 0.058306688461016165 0.021037550473920419 0.048982803844864975 0.022646111357971677 leaf_count=16 22 9 298 261 437 169 internal_value=-0.0253934 -0.0750182 -0.0750158 -0.0750151 -0.0750164 -0.0750145 internal_weight=0.242882 0.162557 0.154857 0.150973 0.129936 0.0716289 internal_count=1212 1196 1174 1165 904 606 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=7 num_cat=0 split_feature=15 16 9 6 7 10 split_gain=0.314298 0.825172 0.480491 0.827268 1.69132 0.962086 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 92.018638466622647 73.565496186226582 19.500000000000004 decision_type=10 10 10 8 8 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0026275191834571445 -0.059517745184654219 0.071736857452236444 0.10295853969095317 -0.052101984251510226 0.050337957796143841 -0.026772306904578921 leaf_weight=42.011135782813653 2.2375208870507772 0.60943752003367979 1.081090302206573 3.1094857584685078 7.2280233345227316 2.0847204852616414 leaf_count=574 96 93 42 36 254 117 internal_value=0.000985071 -0.0314206 0.00264694 0.0190567 0.0117548 0.0330763 internal_weight=58.3614 2.84696 55.5145 13.5033 12.4222 9.31274 internal_count=1212 189 1023 449 407 371 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=7 num_cat=0 split_feature=6 5 9 2 4 8 split_gain=0.382651 0.843536 0.546095 0.710365 0.744599 1.18788 threshold=125.38956572919442 16107.500000000002 7.9624376805937027 12.500000000000002 6248.5000000000009 5.2557369634631668 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=0.0071471919043897131 -0.073821684037286395 0.038170149791005449 0.048928505114628471 -0.041435444469282337 0.058939671915548643 -0.041004063018217275 leaf_weight=34.476723689149367 1.9495085049420589 1.0267921026970723 2.3358483891934148 3.9068704009405328 2.2625399436801663 6.0176609920163164 leaf_count=402 77 49 64 220 54 346 internal_value=-0.000371325 -0.0351857 0.00174334 -0.000618602 0.00311099 -8.31696e-06 internal_weight=51.9759 2.9763 48.9996 46.6638 42.7569 40.4944 internal_count=1212 126 1086 1022 802 748 is_linear=0 shrinkage=0.1 Tree=347 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 19 split_gain=0.334427 1.46785 0.772685 1.21365 0.560345 1.95123 threshold=0.80522880530000018 0.68669899670000012 0.79454162265000006 0.69808073965000006 0.60478927825000006 0.86773401080000012 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=0.004850497813226739 0.028760046270231383 -0.095152808158534594 -0.051369240463638111 0.08770035034849169 -0.052666940379973028 -0.14855732189031043 leaf_weight=50.288893406970601 3.6749615818262091 1.6558868698775757 2.7508207187056533 1.6389412656426419 1.9228658899664868 0.84300929307937522 leaf_count=1159 16 9 12 5 8 3 internal_value=-0.000510113 -0.00233018 0.00034551 0.0029465 0.000328331 0.00232127 internal_weight=62.7754 59.1004 57.4445 54.6937 53.0548 51.1319 internal_count=1212 1196 1187 1175 1170 1162 is_linear=0 shrinkage=0.1 Tree=348 num_leaves=7 num_cat=0 split_feature=20 4 21 10 4 5 split_gain=0.114129 1.57747e-09 1.86989e-10 1.14524e-10 4.66143e-11 6.89913e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 255.00000000000003 4118.5000000000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075031029812305194 -0.075062794941052932 -0.075037138957422159 -0.075017354223538973 -0.075006868983674535 -0.075011026672171632 -0.075017827527357944 leaf_weight=0.076622792286798358 0.0071335562242893493 0.0035909641592297703 0.05401921208249405 0.019257012163961917 0.042924565978864848 0.02286072325114219 leaf_count=16 22 9 298 261 469 137 internal_value=-0.0242367 -0.0750169 -0.0750146 -0.075014 -0.0750152 -0.0750134 internal_weight=0.226409 0.149786 0.142652 0.139062 0.119805 0.0657853 internal_count=1212 1196 1174 1165 904 606 is_linear=0 shrinkage=0.1 Tree=349 num_leaves=7 num_cat=0 split_feature=21 7 7 7 4 10 split_gain=0.318061 0.320988 0.436165 0.783663 0.509221 0.453453 threshold=0.14357116100000003 83.63472603049955 78.999015316736262 76.620775124742622 1030.5000000000002 30.500000000000004 decision_type=8 10 10 10 8 10 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=0.048016671414983586 -0.00016298283303848774 0.047960564723536131 -0.067837336178763447 0.058610260710493967 0.029850790401910729 -0.056351332439441959 leaf_weight=1.4107665189076213 48.537635496584699 1.3585732402279962 1.9231383884325617 2.2417110652895635 0.7385249682702123 1.4800790150184173 leaf_count=25 812 12 16 131 127 89 internal_value=0.00111899 -5.65932e-05 -0.00124439 0.000766791 -0.0407321 -0.00182566 internal_weight=57.6904 56.2797 54.9211 52.2594 2.66166 50.0177 internal_count=1212 1187 1175 1032 143 901 is_linear=0 shrinkage=0.1 Tree=350 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 19 split_gain=0.422856 0.954798 1.1888 0.656674 1.39604 0.828062 threshold=0.76768386320000015 0.62152410415000003 0.18676524345000003 0.68669899670000012 0.37052061300000005 0.49277379045000008 decision_type=10 10 8 10 10 10 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.10757971304481795 -0.027994917892869533 0.044266309828250715 0.0041959379067802961 0.036940646340555522 -0.067721642945565985 -0.10975499335904282 leaf_weight=1.0493349933603893 5.0636608600616446 4.8816761523485175 31.989600712258834 4.3474262952804557 3.1564177498221389 0.65068748593330283 leaf_count=24 16 12 1128 15 13 4 internal_value=-0.000565149 0.00244938 -0.00250618 0.000240362 -0.0042168 0.00192431 internal_weight=51.1388 46.0751 41.1935 40.1441 35.7967 32.6403 internal_count=1212 1196 1184 1160 1145 1132 is_linear=0 shrinkage=0.1 Tree=351 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 21 split_gain=0.339922 1.53589 0.789752 1.37259 0.975905 0.71003 threshold=0.67010311760000008 0.59331907385000016 0.49277379045000008 0.21995678085000001 0.43081104100000006 0.57223969770000005 decision_type=10 10 10 8 10 8 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.10143503515088576 0.019594275207080569 -0.089081254464853377 0.055681723768082884 0.04708744099199963 -0.10419477295759821 -0.001237863766300027 leaf_weight=1.3678140780903048 7.426346242427825 2.0063516423106185 2.4349053688347331 3.2611638866364956 0.88062796369194885 44.908749237496522 leaf_count=24 22 9 9 12 4 1132 internal_value=-0.000484329 -0.00320237 5.76611e-05 -0.00262865 0.000126647 0.00203382 internal_weight=62.286 54.8596 52.8533 50.4184 49.0505 48.1699 internal_count=1212 1190 1181 1172 1148 1144 is_linear=0 shrinkage=0.1 Tree=352 num_leaves=7 num_cat=0 split_feature=19 4 21 10 4 9 split_gain=0.107084 1.26344e-09 1.43478e-10 9.06515e-11 3.79262e-11 6.77809e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 255.00000000000003 7.8397116616035101 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075030326475615625 -0.075058291320732315 -0.075034159908570472 -0.075016109116844504 -0.075006383531083326 -0.075009859113193536 -0.075016791527334245 leaf_weight=0.07243703689891845 0.0066222633031429714 0.0032869375572772697 0.049939252796320943 0.017827179419782624 0.03862466714463153 0.022216141730041272 leaf_count=16 22 9 298 261 407 199 internal_value=-0.023493 -0.0750157 -0.0750135 -0.075013 -0.0750141 -0.0750124 internal_weight=0.210953 0.138516 0.131894 0.128607 0.11078 0.0608408 internal_count=1212 1196 1174 1165 904 606 is_linear=0 shrinkage=0.1 Tree=353 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 3 split_gain=0.315036 0.642007 1.0068 1.33766 0.86091 1.23102 threshold=40.875559000000003 24.845167500000006 8.0202915000000008 7.596486500000001 4.6811795000000016 4.5000000000000009 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=-0.0037996651232424725 -0.034983077616228236 0.038497691110930495 -0.052759254640335811 0.11710581200724651 -0.047335690844538481 0.038937417086798071 leaf_weight=34.194070864818059 2.3166338298469773 4.5830591181293121 3.4469309716951093 1.0094095491804171 3.4468427032697937 8.3945295879384485 leaf_count=444 36 84 69 12 98 469 internal_value=0.00114165 0.00266118 -0.000591644 0.00323063 0.000733709 0.00462413 internal_weight=57.3915 55.0748 50.4918 47.0449 46.0354 42.5886 internal_count=1212 1176 1092 1023 1011 913 is_linear=0 shrinkage=0.1 Tree=354 num_leaves=7 num_cat=0 split_feature=5 5 5 3 4 8 split_gain=0.37079 0.732374 0.334794 0.913686 0.692385 1.6719 threshold=59.000000000000007 63.000000000000007 10863.500000000002 13.500000000000002 6248.5000000000009 5.2557369634631668 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=-0.07630635591673797 0.096640172991335704 0.0046208416581346497 0.026115117115340997 -0.059324014121732632 0.040870720789224393 -0.054528100252082767 leaf_weight=0.63814375161746184 0.77846875786781211 32.812136098378687 4.1333830873772959 2.7639870130224145 3.7783071954036123 5.5933836447948115 leaf_count=122 2 299 122 95 153 419 internal_value=-0.000563289 0.000406131 -0.00112022 -0.00362477 2.47782e-05 -0.00399362 internal_weight=50.4978 49.8597 49.0812 44.9478 42.1838 38.4055 internal_count=1212 1090 1088 966 871 718 is_linear=0 shrinkage=0.1 Tree=355 num_leaves=7 num_cat=0 split_feature=21 21 20 20 19 19 split_gain=0.304718 1.29883 0.734852 1.06327 1.69869 1.42492 threshold=0.80522880530000018 0.68669899670000012 0.79454162265000006 0.69808073965000006 0.86773401080000012 0.76768386320000015 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=-0.00062488390122504046 0.027604563255430533 -0.093504337611802102 -0.050919446727416745 0.084035192207063722 -0.14085222685886509 0.088661227431803408 leaf_weight=49.607270251337468 3.625762913376092 1.5197908058762539 2.681341376155614 1.5613837018609036 0.83901681751012702 1.8542108610272396 leaf_count=1162 16 9 12 5 3 5 internal_value=-0.000520682 -0.00227697 0.000175073 0.00271865 0.000291019 0.00259219 internal_weight=61.6888 58.063 56.5432 53.8619 52.3005 51.4615 internal_count=1212 1196 1187 1175 1170 1167 is_linear=0 shrinkage=0.1 Tree=356 num_leaves=7 num_cat=0 split_feature=19 4 21 10 4 9 split_gain=0.100287 1.02776e-09 1.12575e-10 6.98464e-11 2.99317e-11 5.24447e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 25.000000000000004 255.00000000000003 7.8397116616035101 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075027921635911862 -0.0750543219437554 -0.075031509667203622 -0.075014863647083888 -0.075005956920575434 -0.075009111955215924 -0.075015474193951312 leaf_weight=0.068386346218176186 0.0061710355948889619 0.0030341132951434702 0.0461143424945476 0.016457439780424465 0.035660805497627734 0.02034982847453648 leaf_count=16 22 9 298 261 407 199 internal_value=-0.0227096 -0.0750145 -0.0750125 -0.075012 -0.075013 -0.0750114 internal_weight=0.196174 0.127788 0.121617 0.118582 0.102125 0.0560106 internal_count=1212 1196 1174 1165 904 606 is_linear=0 shrinkage=0.1 Tree=357 num_leaves=7 num_cat=0 split_feature=15 16 11 16 3 21 split_gain=0.348362 0.690202 0.394054 0.892229 0.333343 0.309368 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 1.0000000180025095e-35 36.500000000000007 0.14357116100000003 decision_type=10 8 10 10 10 8 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.047347624980048048 -0.05904062233524552 0.069943945233662805 -0.084499966709133609 0.073027150647327524 -0.053812138452668114 -0.00053672270596098184 leaf_weight=1.3869009865447877 2.1522572846151884 0.51391987013630558 0.49907967448234503 2.3220203646342275 0.22749727778136719 49.684944725828245 leaf_count=16 96 93 2 202 13 790 internal_value=0.00110996 -0.0341782 0.00284838 0.0377735 0.0617091 0.000763619 internal_weight=56.7866 2.66618 54.1204 3.0486 2.54952 51.0718 internal_count=1212 189 1023 217 215 806 is_linear=0 shrinkage=0.1 Tree=358 num_leaves=7 num_cat=0 split_feature=0 0 4 4 3 2 split_gain=0.349708 0.748739 0.685557 0.652003 0.827076 0.92893 threshold=0.00019850000000000003 0.0011060000000000002 115.00000000000001 126.00000000000001 3.5000000000000004 3.5000000000000004 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=-0.077905420783264442 0.06572651679159959 -0.083180794605379194 0.086651297549610373 -0.051568604959155197 0.100512807180808 -0.00037617451060930176 leaf_weight=0.57756919631356041 1.6921727361623187 1.0171405100263644 0.84878477454185386 3.1118910721270359 0.93313437700271507 41.536694919428555 leaf_count=72 15 38 3 225 2 857 internal_value=-0.000545933 0.000363318 -0.00196779 -0.000188683 -0.00180575 0.00184053 internal_weight=49.7174 49.1398 47.4476 46.4305 45.5817 42.4698 internal_count=1212 1140 1125 1087 1084 859 is_linear=0 shrinkage=0.1 Tree=359 num_leaves=7 num_cat=0 split_feature=9 9 8 8 6 6 split_gain=0.302435 0.468565 0.487025 0.928922 0.423382 1.10993 threshold=7.848168949681571 7.5654070833118796 6.7263909492949656 5.7335000637833913 96.382958822065049 85.44966564883245 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=-0.002121692985434691 -0.04331823243395793 0.067894296471718671 0.083787573668146667 -0.077536126764516544 -0.023939606257031509 0.058283572447965726 leaf_weight=45.763836056925356 1.6072734561494133 1.0007156648207449 1.3436061385436913 0.78274946834426362 7.2873908611945799 3.2584848747937931 leaf_count=563 339 36 9 104 132 29 internal_value=-0.000514926 0.00064255 0.0383199 0.00406597 -0.0014498 0.00189341 internal_weight=61.0441 59.4368 3.12707 1.78347 56.3097 49.0223 internal_count=1212 873 149 140 724 592 is_linear=0 shrinkage=0.1 Tree=360 num_leaves=7 num_cat=0 split_feature=19 4 21 7 7 3 split_gain=0.0959896 8.33074e-10 8.21214e-11 5.52942e-11 3.85776e-11 9.25752e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 74.149897609070038 69.792058971722028 22.500000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075027133930989823 -0.075050608671080474 -0.075028575370430353 -0.075011489981189061 -0.075007657997350277 -0.075021806556762771 -0.075003980030504791 leaf_weight=0.066763932118192315 0.0057455480418866492 0.0027691311843227595 0.062208015699070529 0.032220839854289807 0.011107488717243541 0.0039487763351644398 leaf_count=16 22 9 557 515 41 52 internal_value=-0.0207967 -0.0750135 -0.0750116 -0.0750111 -0.0750126 -0.0750171 internal_weight=0.184764 0.118 0.112254 0.109485 0.0772643 0.0150563 internal_count=1212 1196 1174 1165 650 93 is_linear=0 shrinkage=0.1 Tree=361 num_leaves=7 num_cat=0 split_feature=15 14 9 9 4 4 split_gain=0.313041 0.552238 0.388886 0.785124 1.27696 0.963746 threshold=4.5000000000000009 3.5000000000000004 6.0966438103189775 5.6936226724332188 538.50000000000011 219.50000000000003 decision_type=10 8 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.005803037299328513 -0.051714469746674166 0.087473901165179779 0.018221005258710284 -0.036266650833222981 0.077050080480666402 -0.041731790086440533 leaf_weight=28.323031608015299 2.1800497478106986 0.32792699558194716 12.324356239812913 5.7606389704160383 2.2152428566478184 5.0213688337244085 leaf_count=323 175 14 449 127 65 59 internal_value=0.00101654 -0.0335151 0.00263095 -0.002019 0.0035291 -0.00135528 internal_weight=56.1526 2.50798 53.6446 41.3203 35.5596 33.3444 internal_count=1212 189 1023 574 447 382 is_linear=0 shrinkage=0.1 Tree=362 num_leaves=7 num_cat=0 split_feature=6 5 0 0 9 0 split_gain=0.347604 0.699049 0.495054 1.77193 0.988308 1.60291 threshold=125.38956572919442 26643.000000000004 5.0081110000000004 0.084130500000000011 5.8509998273357491 0.0037905000000000005 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=0.0037551730437450415 -0.062408219826382373 0.059560289463582841 0.019918232858911068 -0.071932958907187525 0.048012423447952257 -0.081527140660263925 leaf_weight=25.012051352226997 2.1093852125341068 0.60459201945923258 11.175923709757624 3.4840454085497177 4.2599542418902265 2.4168474287725976 leaf_count=170 86 40 193 426 134 163 internal_value=-0.000453087 -0.0352373 0.00158372 -0.00424193 0.00320039 -0.00375932 internal_weight=49.0628 2.71398 46.3488 35.1729 31.6889 27.4289 internal_count=1212 126 1086 893 467 333 is_linear=0 shrinkage=0.1 Tree=363 num_leaves=7 num_cat=0 split_feature=10 5 4 0 7 0 split_gain=0.302395 0.563419 0.460879 0.362441 0.352473 1.37953 threshold=41.000000000000007 4845.0000000000009 32495.000000000004 1.3962115000000002 76.306935986487204 31.825229500000003 decision_type=10 10 8 10 10 10 left_child=1 4 -3 -2 -1 -6 right_child=3 2 -4 -5 5 -7 leaf_value=0.0030882834040801966 -0.075749131965207842 -0.082394536024684911 0.030049075555972422 0.076717908517365457 -0.049939718192591853 0.054802161553513112 leaf_weight=51.01177431702672 0.18742286565247812 1.4625891744071837 0.48552232538349938 0.92742653051391244 4.6816093783199895 1.7192170843482015 leaf_count=687 77 168 43 47 180 10 internal_value=-0.000512759 -0.00148183 -0.0543705 0.0510859 0.000312778 -0.0218068 internal_weight=60.4756 59.3607 1.94811 1.11485 57.4126 6.40083 internal_count=1212 1088 211 124 877 190 is_linear=0 shrinkage=0.1 Tree=364 num_leaves=7 num_cat=0 split_feature=19 4 21 7 7 3 split_gain=0.0888695 6.57157e-10 6.47454e-11 4.35926e-11 2.91956e-11 6.98668e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.14357116100000003 74.149897609070038 69.792058971722028 22.500000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075025360981560651 -0.075046759507117602 -0.075026388090988258 -0.075010622092695767 -0.075007030373365077 -0.075019962535939913 -0.075003687702062283 leaf_weight=0.062108222977258265 0.0053074360039317972 0.0025578123313607648 0.057425773068644048 0.029299655222303045 0.010194805603532586 0.0035584881879913164 leaf_count=16 22 9 557 515 41 52 internal_value=-0.0203427 -0.0750124 -0.0750107 -0.0750103 -0.0750116 -0.0750158 internal_weight=0.170452 0.108344 0.103037 0.100479 0.0711791 0.0137533 internal_count=1212 1196 1174 1165 650 93 is_linear=0 shrinkage=0.1 Tree=365 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 21 split_gain=0.28039 0.314923 0.610466 0.405368 1.75391 0.867298 threshold=0.85871487375000011 0.79454162265000006 0.85846023185000009 0.64326956145000014 0.33633666740000007 0.11311668870000001 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=0.12057604475854398 0.046678111993419924 -0.05338880352963972 0.061279911123027532 -0.042677144525093774 0.0020868400693631012 -0.044360246251565601 leaf_weight=1.192377161758486 1.3000897392630566 1.0954459309577931 1.6169450730085362 2.2451054379343978 43.506410206668079 4.4295488037168971 leaf_count=27 10 6 11 12 1118 28 internal_value=0.000786119 -0.000317011 0.000780117 -0.00112407 0.000774852 -0.00220513 internal_weight=55.3859 54.0858 52.9904 51.3734 49.1283 47.936 internal_count=1212 1202 1196 1185 1173 1146 is_linear=0 shrinkage=0.1 Tree=366 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 6 split_gain=0.347153 0.488096 0.588792 0.854583 0.594673 1.09493 threshold=60.179807500000003 56582.000000000007 44.500000000000007 14.500000000000002 6248.5000000000009 84.887683033675486 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=-0.0019851327536848855 0.054813252403877258 -0.071593446128947885 0.077589246472933263 -0.056465658917365213 -0.077770273185842967 0.064998397515125636 leaf_weight=38.816150856378954 1.1156576792709518 0.97636406891979177 0.95425154559779812 2.6883135499374466 0.65164341614581589 3.0582611868157983 leaf_count=857 13 32 41 105 62 102 internal_value=-0.000320298 -0.001625 -0.000145323 -0.00178591 0.0016707 0.0399211 internal_weight=48.2606 47.145 46.1686 45.2144 42.5261 3.7099 internal_count=1212 1199 1167 1126 1021 164 is_linear=0 shrinkage=0.1 Tree=367 num_leaves=7 num_cat=0 split_feature=0 8 3 0 0 8 split_gain=0.290289 1.34666 1.36185 0.693117 0.59734 0.722145 threshold=24.845167500000006 4.4954850976912946 5.5000000000000009 10.019682000000001 7.596486500000001 5.1443339919796447 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0013897246698092766 -0.084813376736401602 0.086921076696000243 -0.055362209430188082 0.048403603917607639 -0.10868483572762513 -0.0017391220957146296 leaf_weight=49.544268166999245 2.06900356337428 1.4809614270925524 1.2325730656157246 2.9971132741775355 1.1134200394153588 1.4584193447080904 leaf_count=1011 35 6 79 39 6 36 internal_value=-0.000410958 -0.0240438 0.0222915 0.00163982 -0.00104949 -0.0480389 internal_weight=59.8958 4.78254 2.71353 55.1132 52.1161 2.57184 internal_count=1212 120 85 1092 1053 42 is_linear=0 shrinkage=0.1 Tree=368 num_leaves=7 num_cat=0 split_feature=19 4 4 21 10 9 split_gain=0.0876551 5.23893e-10 4.98813e-11 2.48241e-11 1.61321e-11 2.41049e-11 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 25.000000000000004 7.8397116616035101 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075026614606455599 -0.075043313558094515 -0.075020949572583928 -0.075007069245869348 -0.075011817470220524 -0.075004766717965063 -0.075011992906414082 leaf_weight=0.063871249556541443 0.0049161762144649393 0.0032470013975398615 0.027739865128751262 0.035754906961301458 0.012590659502166091 0.015498708253744553 leaf_count=16 22 12 407 295 261 199 internal_value=-0.0164416 -0.0750115 -0.0750098 -0.0750126 -0.0750079 -0.0750088 internal_weight=0.163619 0.0997473 0.0948311 0.0390019 0.0558292 0.0432386 internal_count=1212 1196 1174 307 867 606 is_linear=0 shrinkage=0.1 Tree=369 num_leaves=7 num_cat=0 split_feature=15 16 11 16 0 4 split_gain=0.292287 0.593616 0.366513 0.774562 0.328407 1.16613 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 1.0000000180025095e-35 0.032998000000000006 219.50000000000003 decision_type=10 10 10 10 8 8 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.018563353427450701 -0.058372169010889124 0.068873539606216214 -0.083188384375805891 0.061054779361919012 0.033303110523889387 -0.0055938212473998841 leaf_weight=7.760599323490168 1.8947840453474776 0.45457904518116254 0.44378776848316137 2.3102895384072326 10.171369239687918 31.819098746171221 leaf_count=166 96 93 2 215 153 487 internal_value=0.000757042 -0.0337514 0.00230113 0.0378117 0.000335372 0.0038282 internal_weight=54.8545 2.34936 52.5051 2.75408 49.7511 41.9905 internal_count=1212 189 1023 217 806 640 is_linear=0 shrinkage=0.1 Tree=370 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 20 split_gain=0.347349 0.77305 1.08672 0.558506 1.34286 0.618366 threshold=0.76768386320000015 0.62152410415000003 0.18676524345000003 0.49277379045000008 0.43081104100000006 0.31369619650000008 decision_type=10 10 8 10 10 8 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.10608596129450028 -0.025531810427838433 0.040903763304968054 0.058782044633574726 -0.052522848980663006 0.086368524646829245 -0.0042747030508107509 leaf_weight=0.98055595578262 4.9167330339550963 4.6767856106162062 1.6352075263857839 1.8810710236430157 1.8485356494784344 31.779558406677097 leaf_count=24 16 12 5 9 5 1141 internal_value=-0.000358969 0.00253269 -0.00217429 0.000568828 0.00340093 -0.00118892 internal_weight=47.7184 42.8017 38.1249 37.1444 35.2633 33.4148 internal_count=1212 1196 1184 1160 1151 1146 is_linear=0 shrinkage=0.1 Tree=371 num_leaves=7 num_cat=0 split_feature=21 21 20 20 19 19 split_gain=0.27239 1.19468 0.651707 0.945591 1.49048 1.2363 threshold=0.80522880530000018 0.68669899670000012 0.79454162265000006 0.69808073965000006 0.86773401080000012 0.76768386320000015 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=-0.00043197517876476755 0.026282734871264091 -0.092235025903017395 -0.048363044407850914 0.080894527562120566 -0.13270236064669685 0.084002995042270795 leaf_weight=47.642101896301028 3.6032744683325282 1.4323014654219139 2.6206708718091241 1.5035602971911419 0.82728876918554206 1.7996268942952145 leaf_count=1162 16 9 12 5 3 5 internal_value=-0.000365271 -0.00208527 0.000288581 0.00275127 0.000413986 0.00264137 internal_weight=59.4288 55.8256 54.3932 51.7726 50.269 49.4417 internal_count=1212 1196 1187 1175 1170 1167 is_linear=0 shrinkage=0.1 Tree=372 num_leaves=7 num_cat=0 split_feature=19 4 4 21 10 5 split_gain=0.0817991 4.29469e-10 3.83888e-11 1.85801e-11 1.28753e-11 1.54493e-11 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 25.000000000000004 4118.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075024246389449364 -0.075040448190788256 -0.075019256740380125 -0.075006802814603535 -0.075010944449002359 -0.075004434364159031 -0.07501094109719994 leaf_weight=0.059981903876177967 0.004602073648129589 0.0029284830088727176 0.026449116318644883 0.032896317783524864 0.011619936519991825 0.013690976099496766 leaf_count=16 22 12 469 295 261 137 internal_value=-0.0158699 -0.0750107 -0.0750091 -0.0750116 -0.0750074 -0.0750082 internal_weight=0.152169 0.0921869 0.0875848 0.0358248 0.05176 0.0401401 internal_count=1212 1196 1174 307 867 606 is_linear=0 shrinkage=0.1 Tree=373 num_leaves=7 num_cat=0 split_feature=21 7 7 7 9 10 split_gain=0.2781 0.277828 0.363708 0.617372 0.405019 0.399329 threshold=0.14357116100000003 83.63472603049955 78.999015316736262 76.620775124742622 6.0503829548602548 30.500000000000004 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=0.045027989574702949 -0.00051982989694790752 0.045401586501949587 -0.083635241916985861 0.055494310276862691 0.0007522729721945471 -0.057551906498310039 leaf_weight=1.3808835365925913 46.159508218872361 1.2903829710558046 1.1168643236160272 1.9416471428121429 1.1588998833904041 1.2612469968735229 leaf_count=25 812 12 6 131 137 89 internal_value=0.000725372 -0.000430465 -0.00157576 0.000226247 -0.0406621 -0.00203671 internal_weight=54.3094 52.9285 51.6382 49.3624 2.27576 47.4208 internal_count=1212 1187 1175 1032 143 901 is_linear=0 shrinkage=0.1 Tree=374 num_leaves=7 num_cat=0 split_feature=0 0 4 4 9 0 split_gain=0.325184 0.647738 0.561617 0.59321 0.51843 0.954091 threshold=0.00019850000000000003 0.0011060000000000002 115.00000000000001 126.00000000000001 5.6936226724332188 0.084130500000000011 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=-0.077689731638904524 0.062744221692076149 -0.081680753068896217 0.085628394130234042 -0.034085769385327078 0.048732727000718422 -0.0032655898853995152 leaf_weight=0.53761259908424008 1.6154749555280421 0.86123280692845483 0.79187369346618552 4.4391912800201672 3.9252099414879913 34.929374703322537 leaf_count=72 15 38 3 239 136 709 internal_value=-0.000361712 0.000531124 -0.00170493 -0.000142568 -0.00171138 0.00198744 internal_weight=47.1 46.5624 44.9469 44.0856 43.2938 38.8546 internal_count=1212 1140 1125 1087 1084 845 is_linear=0 shrinkage=0.1 Tree=375 num_leaves=7 num_cat=0 split_feature=4 4 4 4 9 8 split_gain=0.268111 1.04443 0.400883 1.01035 0.709626 1.26829 threshold=4353.5000000000009 23996.500000000004 999.50000000000011 1101.5000000000002 6.3944237114723839 5.2927476730057128 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=-0.0037716957783964903 -0.077830281557554698 0.04385556540926891 0.082394733496826522 -0.00089691968657340656 -0.052890906037984776 0.060153597976458001 leaf_weight=42.874271553038852 1.7839281645465228 1.166589727043174 2.0614717467469736 4.9614641621956252 2.5944375925828345 3.3458616584539405 leaf_count=408 316 77 20 296 64 31 internal_value=-0.000339237 -0.0297176 0.00121315 0.023552 -0.00200074 0.000855837 internal_weight=58.788 2.95052 55.8375 7.02294 48.8146 46.2201 internal_count=1212 393 819 316 503 439 is_linear=0 shrinkage=0.1 Tree=376 num_leaves=7 num_cat=0 split_feature=19 4 4 21 10 9 split_gain=0.0776934 3.48233e-10 3.07202e-11 1.32689e-11 1.0364e-11 1.56242e-11 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 25.000000000000004 7.8397116616035101 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075023522396770542 -0.075037718404536741 -0.075017537040194093 -0.075006095348046073 -0.075010213123701333 -0.075004110171007041 -0.075010384446055844 leaf_weight=0.058060803567059338 0.0042876242514466858 0.0026916977731161751 0.02357188368387142 0.030544020668457961 0.010737324840647489 0.013276815164317668 leaf_count=16 22 12 407 295 261 199 internal_value=-0.0141658 -0.0750099 -0.0750085 -0.0750108 -0.0750068 -0.0750076 internal_weight=0.14317 0.0851094 0.0808217 0.0332357 0.047586 0.0368487 internal_count=1212 1196 1174 307 867 606 is_linear=0 shrinkage=0.1 Tree=377 num_leaves=7 num_cat=0 split_feature=15 16 9 6 7 6 split_gain=0.263887 0.522475 0.351352 0.766309 1.25799 0.705723 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 92.018638466622647 73.565496186226582 119.58415637860081 decision_type=10 8 10 8 10 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=-0.0049558897781127147 -0.056754414387306606 0.067967663654550481 0.10265480882855588 -0.048868904910959708 0.029993650556741983 0.064055069964679398 leaf_weight=38.421120886865538 1.7821818054071621 0.41387670161202539 0.96830490743741116 2.7228150889277458 7.866726994921919 1.5412727780640114 leaf_count=552 96 93 42 36 371 22 internal_value=0.000699807 -0.0332489 0.00214688 0.0175026 0.00971627 -0.00229427 internal_weight=53.7163 2.19606 51.5202 11.5578 10.5895 39.9624 internal_count=1212 189 1023 449 407 574 is_linear=0 shrinkage=0.1 Tree=378 num_leaves=7 num_cat=0 split_feature=8 6 6 3 3 5 split_gain=0.321054 1.48713 0.786884 0.781378 0.637267 0.71693 threshold=4.4954850976912946 84.854839424013804 85.44966564883245 6.5000000000000009 3.5000000000000004 231.00000000000003 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=-0.0018167578435327883 -0.078134072739505192 0.071252602438512197 -0.078487238398631642 0.068755375606369726 0.094106690693616699 -0.0018666652636631247 leaf_weight=5.5114004474198728 2.5343632206786415 1.5313384970650066 1.0560055370442558 2.1932316590100527 0.79721099138259788 32.899824518812238 leaf_count=290 179 12 55 18 2 656 internal_value=-0.000373956 -0.00407487 0.00109796 0.0182726 -0.00199329 0.000403891 internal_weight=46.5234 38.8187 36.2844 7.70463 34.753 33.697 internal_count=1212 904 725 308 713 658 is_linear=0 shrinkage=0.1 Tree=379 num_leaves=7 num_cat=0 split_feature=5 6 4 2 0 0 split_gain=0.292501 1.60826 1.46204 1.66156 2.85951 2.0491 threshold=154.00000000000003 76.276912626550981 219.50000000000003 1.5000000000000002 0.066307500000000005 0.032998000000000006 decision_type=8 8 8 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.023099222188618797 -0.092288634076972687 -0.00043142977397972801 0.064305667507780592 -0.066553721809722619 0.1324410955980708 -0.084340327039396729 leaf_weight=5.9564267873065564 2.0046999151818445 38.725014960875342 3.9189086481928816 3.3165520876646033 1.7212473675608624 2.5287899039685726 leaf_count=90 46 898 36 62 24 56 internal_value=-0.00031227 -0.0049526 0.0105237 -0.00506212 0.0149193 -0.00892024 internal_weight=58.1716 40.7297 17.4419 13.523 10.2065 8.48522 internal_count=1212 944 268 232 170 146 is_linear=0 shrinkage=0.1 Tree=380 num_leaves=7 num_cat=0 split_feature=19 4 4 21 10 9 split_gain=0.0730083 2.66618e-10 2.52753e-11 1.07676e-11 7.85595e-12 1.32972e-11 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 25.000000000000004 7.8397116616035101 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075021770864306891 -0.075034537185190639 -0.075016320905236245 -0.075005516928940197 -0.075009479146536689 -0.075003821334504658 -0.07500964691273293 leaf_weight=0.055328369489870965 0.0039402079128194592 0.0025032453122548759 0.021376102851377254 0.028372960792694357 0.0099232810916873859 0.012271080190885186 leaf_count=16 22 12 407 295 261 199 internal_value=-0.0129297 -0.0750092 -0.0750078 -0.07501 -0.0750063 -0.075007 internal_weight=0.133715 0.0783869 0.0744467 0.0308762 0.0435705 0.0336472 internal_count=1212 1196 1174 307 867 606 is_linear=0 shrinkage=0.1 Tree=381 num_leaves=7 num_cat=0 split_feature=13 0 0 0 4 4 split_gain=0.266349 0.294312 1.55272 1.33022 0.987813 1.83301 threshold=49199.500000000007 0.068115000000000023 0.059867500000000004 0.10875250000000002 164.50000000000003 219.50000000000003 decision_type=10 8 10 8 8 8 left_child=1 2 -1 -3 -5 -6 right_child=-2 3 -4 4 5 -7 leaf_value=-0.0010240782411702017 -0.048390968940378455 0.077796250541638162 -0.12284845657072228 -0.056857198034417439 0.095883664344052141 -0.00011917653849811516 leaf_weight=14.537565357168203 1.0853804720682081 2.4478793607559046 1.1273583490401495 2.6749997325241557 2.1353707909584072 28.9807781688869 leaf_count=322 79 56 14 21 37 683 internal_value=0.000636576 0.00166181 -0.00979142 0.00661266 0.00145601 0.0064691 internal_weight=52.9893 51.904 15.6649 36.239 33.7911 31.1161 internal_count=1212 1133 336 797 741 720 is_linear=0 shrinkage=0.1 Tree=382 num_leaves=7 num_cat=0 split_feature=0 2 4 8 5 3 split_gain=0.315026 0.428058 0.726266 0.762884 1.49336 0.86744 threshold=60.179807500000003 12.500000000000002 6248.5000000000009 5.2557369634631668 10863.500000000002 5.5000000000000009 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=-0.00048880161169865698 0.054706756185490424 -0.027711624851226371 0.057385803256422674 -0.061413472505536505 0.073145390623018988 0.057603976019425268 leaf_weight=28.901102491428905 1.018362667877226 5.4849888753669793 2.2414101490285239 4.370909209814271 1.0166185614652929 2.8212825423106542 leaf_count=395 13 344 60 362 12 26 internal_value=-0.000290986 -0.00154014 0.00210777 -0.00123098 -0.0360224 0.00467778 internal_weight=45.8547 44.8363 39.3513 37.1099 5.38753 31.7224 internal_count=1212 1199 855 795 374 421 is_linear=0 shrinkage=0.1 Tree=383 num_leaves=7 num_cat=0 split_feature=9 9 8 8 10 6 split_gain=0.263532 0.4097 0.40082 0.768715 0.357922 0.345092 threshold=7.848168949681571 7.5456810564319428 6.7263909492949656 5.7335000637833913 35.000000000000007 96.382958822065049 decision_type=10 10 10 10 8 10 left_child=1 5 3 -3 -2 -1 right_child=4 2 -4 -5 -6 -7 leaf_value=0.0018352543647700689 -0.076024964857963215 0.066616383289191949 0.082564001890335553 -0.076776611945954032 0.037811925336377811 -0.022532687597245946 leaf_weight=46.786171437051962 0.97579695483545825 0.8684090739116066 1.1769217052205929 0.65648467972641811 0.38524196622893225 6.6359171504154792 leaf_count=592 300 37 9 108 39 127 internal_value=-0.000324602 0.000729786 0.0387217 0.00488401 -0.0438034 -0.00119165 internal_weight=57.4849 56.1239 2.70182 1.52489 1.36104 53.4221 internal_count=1212 873 154 145 339 719 is_linear=0 shrinkage=0.1 Tree=384 num_leaves=7 num_cat=0 split_feature=19 4 4 21 10 9 split_gain=0.0672944 2.12886e-10 2.12e-11 8.54939e-12 5.92036e-12 9.74661e-12 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 25.000000000000004 7.8397116616035101 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075020148707560727 -0.075032012526215094 -0.075015137634336204 -0.075005069985749698 -0.075008806862858046 -0.075003517086579458 -0.075008757799611692 leaf_weight=0.050990292802453041 0.0036539141656248822 0.0023217849302454852 0.019632669929478652 0.026255781825966551 0.0091224006621359877 0.011286685857157863 leaf_count=16 22 12 407 295 261 199 internal_value=-0.0129463 -0.0750085 -0.0750072 -0.0750093 -0.0750058 -0.0750064 internal_weight=0.123264 0.0722732 0.0686193 0.0285776 0.0400418 0.0309194 internal_count=1212 1196 1174 307 867 606 is_linear=0 shrinkage=0.1 Tree=385 num_leaves=7 num_cat=0 split_feature=8 6 0 4 3 5 split_gain=0.241556 0.435682 0.696981 1.77806 2.73125 1.55851 threshold=7.2680146144134401 123.3400999086484 4.6811795000000016 467.50000000000006 1.5000000000000002 200.50000000000003 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=0.002697194983857551 -0.032133947831727447 0.029946267525831856 0.025847424538920877 0.043265103736225448 -0.1000477944293299 -0.065484865198334755 leaf_weight=25.59067357424647 2.1586413971381253 5.0305119698168701 3.1465591453015795 9.0169290042249468 2.878258333890698 4.5994088851730339 leaf_count=310 85 130 39 505 22 121 internal_value=0.000621815 0.00202859 -0.0010763 0.00456647 -0.0076905 -0.028384 internal_weight=52.421 50.2623 45.2318 37.4859 28.4689 7.74597 internal_count=1212 1127 997 837 332 160 is_linear=0 shrinkage=0.1 Tree=386 num_leaves=7 num_cat=0 split_feature=0 0 5 4 3 8 split_gain=0.292325 0.659313 0.866237 0.536673 0.777729 0.673653 threshold=0.00019850000000000003 0.0037905000000000005 114.00000000000001 126.00000000000001 3.5000000000000004 4.4954850976912946 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=-0.077358880770915295 0.051001520274448868 -0.079036062579363825 0.084674599627205568 -0.077988987949794378 0.056153519809286581 -0.0020039703425440173 leaf_weight=0.48866187754901957 2.4355192530638297 1.4290049233240996 0.73797023296356101 1.2829440883360792 2.1056664176285258 36.800869532686193 leaf_count=72 25 155 3 103 22 832 internal_value=-0.000432978 0.000406252 -0.002503 0.000169191 -0.00138252 0.00114358 internal_weight=45.2806 44.792 42.3565 40.9275 40.1895 38.9065 internal_count=1212 1140 1115 960 957 854 is_linear=0 shrinkage=0.1 Tree=387 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 19 split_gain=0.252866 0.509409 0.852735 0.579548 0.777526 0.585452 threshold=0.21995678085000001 0.090384911050000016 0.14686382560000003 0.38321934000000007 0.49277379045000008 0.57317364400000004 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=-0.023775640043114003 0.067937049605384728 -0.089960535727772767 0.037817641514135969 -0.067018383772778675 0.067512738563858213 -0.00058700580363661129 leaf_weight=4.2125457932124846 1.1355664655566213 1.0275043249130247 4.1594469919800758 1.7253239527344701 1.3003299161791799 43.29072281808476 leaf_count=37 4 6 14 10 5 1136 internal_value=-0.000200431 0.00168623 0.000225503 0.00206136 -0.00114973 0.00139887 internal_weight=56.8514 52.6389 51.5033 50.4758 46.3164 44.5911 internal_count=1212 1175 1171 1165 1151 1141 is_linear=0 shrinkage=0.1 Tree=388 num_leaves=7 num_cat=0 split_feature=19 4 4 21 5 10 split_gain=0.0622074 1.70769e-10 1.6614e-11 7.03193e-12 5.43899e-12 4.76201e-12 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 154.00000000000003 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.0750188406501303 -0.075029753216968073 -0.07501409751424569 -0.075005974034813752 -0.075007746129726077 -0.075013669035392319 -0.075003268937804901 leaf_weight=0.047198867716360837 0.003393072467588353 0.0021683209124603309 0.028471761051719113 0.022553781700480613 0.0016648653581796671 0.0084357864320736553 leaf_count=16 22 12 606 282 13 261 internal_value=-0.0128311 -0.0750079 -0.0750067 -0.0750086 -0.0750082 -0.0750054 internal_weight=0.113886 0.0666876 0.0632945 0.026387 0.0242186 0.0369075 internal_count=1212 1196 1174 307 295 867 is_linear=0 shrinkage=0.1 Tree=389 num_leaves=7 num_cat=0 split_feature=15 14 16 5 7 4 split_gain=0.25839 0.456481 0.550377 0.301668 1.10325 0.90537 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 154.00000000000003 1.0000000180025095e-35 219.50000000000003 decision_type=10 10 10 8 8 8 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0011822416985263762 -0.078281474814855409 0.084419422053251925 0.070847282804096509 0.097137451791890872 0.0037692906960558391 -0.062112289902089335 leaf_weight=14.10824489593506 1.4675112520344549 0.27945683558937151 0.29767831694334734 1.318513549864291 31.499302017444279 2.6909760115668169 leaf_count=232 93 14 82 23 734 34 internal_value=0.000506102 -0.0343324 -0.0531327 0.00194175 0.00752052 -0.00895657 internal_weight=51.6617 2.04465 1.76519 49.617 32.8178 16.7992 internal_count=1212 189 175 1023 757 266 is_linear=0 shrinkage=0.1 Tree=390 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 19 split_gain=0.301379 0.697252 0.994852 0.520177 1.23557 0.930461 threshold=0.76768386320000015 0.62152410415000003 0.18676524345000003 0.68669899670000012 0.37052061300000005 0.23075891465000004 decision_type=10 10 8 10 10 8 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.10454415091112929 -0.024036158182914637 0.039204040149871375 -0.12994076875398067 0.033717503020439833 -0.065280984001552092 0.005211759996857003 leaf_weight=0.92606822786365228 4.7930064946413031 4.5813130363821974 0.51932303421199322 4.1429001018404952 2.9727333560585967 26.630917502508971 leaf_count=24 16 12 6 15 13 1126 internal_value=-0.000347269 0.00250744 -0.00226975 0.000494311 -0.00407497 0.0026266 internal_weight=44.5663 39.7733 35.1919 34.2659 30.123 27.1502 internal_count=1212 1196 1184 1160 1145 1132 is_linear=0 shrinkage=0.1 Tree=391 num_leaves=7 num_cat=0 split_feature=21 20 21 20 19 19 split_gain=0.243804 1.42284 1.053 0.702205 0.856944 0.909456 threshold=0.30468621685000002 0.46075395060000007 0.32816394200000004 0.69808073965000006 0.38321934000000007 0.23075891465000004 decision_type=8 10 8 10 10 10 left_child=1 -1 -2 4 5 -4 right_child=2 -3 3 -5 -6 -7 leaf_value=0.029470857306310633 0.10957227914595678 -0.06693157877864131 -0.0012064525232723152 0.047621650950505273 -0.038075746693373984 0.064612399839858503 leaf_weight=3.0452149050179287 0.89603103697299957 3.0790617354214191 37.968481902935309 2.9338777586817733 6.0021879076957694 2.2222007736563674 leaf_count=29 3 14 1122 12 25 7 internal_value=-0.000164004 -0.0189968 0.00214168 0.00018224 -0.00283081 0.00243277 internal_weight=56.1471 6.12428 50.0228 49.1267 46.1929 40.1907 internal_count=1212 43 1169 1166 1154 1129 is_linear=0 shrinkage=0.1 Tree=392 num_leaves=7 num_cat=0 split_feature=19 4 4 21 10 9 split_gain=0.0586367 1.36713e-10 1.33848e-11 5.69068e-12 3.67162e-12 6.2911e-12 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 25.000000000000004 7.8397116616035101 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075017571739977279 -0.075027608905269771 -0.07501309469220889 -0.075004324253336849 -0.075007546228952143 -0.075003029050642545 -0.075007532953556222 leaf_weight=0.045133881794754416 0.0031478658784180871 0.0020151042335783131 0.016664105470340473 0.022357186684530461 0.0077883808596652662 0.0096481477411316519 leaf_count=16 22 12 407 295 261 199 internal_value=-0.0115796 -0.0750073 -0.0750062 -0.075008 -0.0750049 -0.0750055 internal_weight=0.106755 0.0616208 0.0584729 0.0243723 0.0341006 0.0263123 internal_count=1212 1196 1174 307 867 606 is_linear=0 shrinkage=0.1 Tree=393 num_leaves=7 num_cat=0 split_feature=15 14 16 7 0 3 split_gain=0.235706 0.419785 0.511325 0.309496 0.986567 1.7909 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 73.565496186226582 4.6811795000000016 4.5000000000000009 decision_type=10 10 10 10 10 10 left_child=3 2 -2 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.0027175487757619566 -0.078063104805281724 0.082976710509142432 0.070317153864954421 0.017527593951978428 -0.037703165645114126 0.076146386938841792 leaf_weight=29.661557659972459 1.3620906253927376 0.26453204499557603 0.27998275996651489 10.089019320788791 6.4991946853697291 3.1890715288463971 leaf_count=392 93 14 82 395 103 133 internal_value=0.000571309 -0.0339302 -0.0527634 0.00190186 -0.00210447 0.0049384 internal_weight=51.3454 1.90661 1.64207 49.4388 39.3498 32.8506 internal_count=1212 189 175 1023 628 525 is_linear=0 shrinkage=0.1 Tree=394 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 20 split_gain=0.295504 0.634553 0.901433 0.473359 1.11819 0.687213 threshold=0.76768386320000015 0.62152410415000003 0.18676524345000003 0.49277379045000008 0.43081104100000006 0.21136375875000005 decision_type=10 10 8 10 10 8 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.1024033580149733 -0.023823819246708941 0.037971171288650289 0.11080655567089939 -0.049643915971121534 0.081374712721114004 -0.003142860711269917 leaf_weight=0.87226441913480812 4.7711022049188605 4.4764567092061034 0.5388035774230957 1.7800331637263287 1.7367573529481877 29.874049662554174 leaf_count=24 16 12 1 9 5 1145 internal_value=-0.000323252 0.00253134 -0.00202717 0.000553301 0.00333258 -0.0011241 internal_weight=44.0495 39.2784 34.8019 33.9296 32.1496 30.4129 internal_count=1212 1196 1184 1160 1151 1146 is_linear=0 shrinkage=0.1 Tree=395 num_leaves=7 num_cat=0 split_feature=0 0 8 9 2 8 split_gain=0.238546 2.81844 1.78832 1.74827 1.47434 1.30592 threshold=0.16056050000000002 0.19793400000000003 4.4954850976912946 6.0460996639441538 1.5000000000000002 4.9730584419606556 decision_type=10 10 10 8 10 10 left_child=-1 4 -3 -4 -2 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.0048273881944637595 0.30995377638341837 -0.041863852449750244 0.072783476221636431 0.078352099779273446 0.026500164067389587 -0.030436023983822669 leaf_weight=37.348436076794314 0.46026220917701977 6.2707579471170929 4.5292786383070025 1.3948974311351783 0.30516287227510475 5.2813094961456954 leaf_count=558 1 98 51 6 68 430 internal_value=-0.000249305 0.00912397 0.00089777 0.0248278 0.196945 -0.00770631 internal_weight=55.5901 18.2417 17.4762 11.2055 0.765425 6.67621 internal_count=1212 654 585 487 69 436 is_linear=0 shrinkage=0.1 Tree=396 num_leaves=7 num_cat=0 split_feature=19 4 4 21 5 10 split_gain=0.0554094 1.10469e-10 1.134e-11 4.34391e-12 3.33263e-12 2.76524e-12 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 154.00000000000003 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075016312347445657 -0.075025719235991384 -0.075012134203162009 -0.075005073339937223 -0.075006735513428513 -0.075011737861663749 -0.075002851219117414 leaf_weight=0.043354184948839247 0.0029316515938262446 0.001851038818131201 0.024068578817832531 0.01938917850566213 0.001430026415619067 0.0072982157873866518 leaf_count=16 22 12 606 282 13 261 internal_value=-0.0101748 -0.0750068 -0.0750058 -0.0750075 -0.0750071 -0.0750046 internal_weight=0.100323 0.0569687 0.054037 0.0226702 0.0208192 0.0313668 internal_count=1212 1196 1174 307 295 867 is_linear=0 shrinkage=0.1 Tree=397 num_leaves=7 num_cat=0 split_feature=19 19 20 20 19 21 split_gain=0.523994 0.466085 0.472646 0.90691 0.66888 0.325098 threshold=0.86773401080000012 0.62152410415000003 0.46075395060000007 0.31369619650000008 0.47482987360000006 0.32816394200000004 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=0.00079568509965588464 0.078369261235268953 -0.039959006998620782 0.033786698089881793 -0.078576825259486449 0.079804533131901501 -0.051366671533970579 leaf_weight=39.071219608245883 0.85152825713157554 2.8569366931915274 4.168357476592063 1.4735563546419133 1.0565082654356945 1.2325014546513546 leaf_count=1133 7 21 30 6 8 7 internal_value=0.000585952 -0.000742486 0.00164122 -0.00148701 0.0012595 -0.000799457 internal_weight=50.7106 49.8591 47.0021 42.8338 41.3602 40.3037 internal_count=1212 1205 1184 1154 1148 1140 is_linear=0 shrinkage=0.1 Tree=398 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 20 split_gain=0.306812 1.07493 0.739998 0.748965 0.619346 1.85928 threshold=0.80522880530000018 0.91408863200000012 0.86773401080000012 0.68669899670000012 0.2809201300000001 0.79454162265000006 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=-0.055010102762373336 -0.028317516155071283 -0.12224282185465492 0.1040628634288287 0.061798839770177083 -0.0039670519769608439 0.08750438621737211 leaf_weight=1.9893220475041742 3.5761614441871634 0.68160767108201881 0.73147483915090461 2.0200225412845603 32.041848519613268 2.3877494260668746 leaf_count=29 16 4 2 8 1146 7 internal_value=-0.000258845 0.00225903 0.00442549 0.00252944 -0.000758011 0.00237664 internal_weight=43.4282 39.852 39.1704 38.4389 36.4189 34.4296 internal_count=1212 1196 1192 1190 1182 1153 is_linear=0 shrinkage=0.1 Tree=399 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 21 split_gain=0.241531 1.21424 0.471147 1.09608 0.708129 0.490938 threshold=0.67010311760000008 0.59331907385000016 0.49277379045000008 0.21995678085000001 0.43081104100000006 0.57223969770000005 decision_type=10 10 10 8 10 8 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.09842890927577097 0.017012511340720304 -0.086817532016028473 0.045535444375267756 0.040997607756939482 -0.095892843006670614 -0.00079045702783154886 leaf_weight=1.1499594951947072 7.0146842412650576 1.6626420319080342 2.1807141508907071 3.0290322452783585 0.74882139451801677 39.129181971413345 leaf_count=24 22 9 9 12 4 1132 internal_value=-0.000317801 -0.00285571 0.000163439 -0.00208236 0.000499837 0.00221198 internal_weight=54.915 47.9004 46.2377 44.057 42.907 42.1582 internal_count=1212 1190 1181 1172 1148 1144 is_linear=0 shrinkage=0.1 Tree=400 num_leaves=7 num_cat=0 split_feature=19 4 4 21 5 10 split_gain=0.0511659 8.83657e-11 8.8681e-12 3.67366e-12 2.70634e-12 2.2168e-12 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 154.00000000000003 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075015143494995815 -0.075023869244992075 -0.075011352545120813 -0.075004715684728829 -0.075006212671688222 -0.075010893373016599 -0.075002652171440309 leaf_weight=0.039934250817168504 0.0027202486671740181 0.0017263546760659665 0.022364676610663992 0.017857513636954536 0.0013270628678583299 0.0067856731172923892 leaf_count=16 22 12 606 282 13 261 internal_value=-0.0103895 -0.0750063 -0.0750054 -0.0750069 -0.0750065 -0.0750042 internal_weight=0.0927158 0.0527815 0.0500613 0.0209109 0.0191846 0.0291503 internal_count=1212 1196 1174 307 295 867 is_linear=0 shrinkage=0.1 Tree=401 num_leaves=7 num_cat=0 split_feature=19 19 20 20 19 0 split_gain=0.432382 0.393514 0.429814 0.817129 0.582197 0.255585 threshold=0.86773401080000012 0.62152410415000003 0.46075395060000007 0.31369619650000008 0.47482987360000006 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=-0.010306224041120681 0.069416267719931132 -0.037515248730942419 0.031988761799276448 -0.077131932048384311 0.073602153530125947 0.0058403352678197788 leaf_weight=16.876579781353939 0.89629082754254241 2.7379223071038714 4.2056868001818648 1.3828567191958416 1.0761511661112297 23.390746826597024 leaf_count=365 7 21 30 6 8 775 internal_value=0.000578621 -0.00066355 0.00148631 -0.00151615 0.00101305 -0.000926906 internal_weight=50.5662 49.6699 46.932 42.7263 41.3435 40.2673 internal_count=1212 1205 1184 1154 1148 1140 is_linear=0 shrinkage=0.1 Tree=402 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 20 split_gain=0.294614 1.51773 0.815712 0.427383 0.930921 0.623863 threshold=0.67010311760000008 0.62152410415000003 0.18676524345000003 0.49277379045000008 0.43081104100000006 0.21136375875000005 decision_type=10 10 8 10 10 8 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.10064436409328095 -0.019041069679422186 0.090010440056625562 0.1078922706787793 -0.04764749440069764 0.077168353103223578 -0.0023935192828567374 leaf_weight=0.81039215323289682 7.0208032950758925 1.9135613441467274 0.52204990386962891 1.7194223701953877 1.6288823336362828 29.330956430552767 leaf_count=24 22 6 1 9 5 1145 internal_value=-0.000305303 0.00335619 -0.00151914 0.000900354 0.00355186 -0.000464913 internal_weight=42.9461 35.9253 34.0117 33.2013 31.4819 29.853 internal_count=1212 1190 1184 1160 1151 1146 is_linear=0 shrinkage=0.1 Tree=403 num_leaves=7 num_cat=0 split_feature=4 4 4 4 5 2 split_gain=0.242458 0.820072 0.338401 0.88462 0.5286 1.23571 threshold=4353.5000000000009 23996.500000000004 999.50000000000011 1101.5000000000002 519.00000000000011 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0012424040340407892 -0.077068264909733786 0.040025109140666454 0.082164909002251998 -0.0010025091229231922 -0.085331473368979227 0.040700453774721257 leaf_weight=42.393043844800559 1.51023913444078 0.99033308983780433 1.8000295007550438 4.4179166542635357 2.1573624643497165 1.2167153703449001 leaf_count=422 316 77 20 296 38 43 internal_value=-0.000278676 -0.0306943 0.00118437 0.0230736 -0.00178951 -0.0398835 internal_weight=54.4856 2.50057 51.9851 6.21795 45.7671 3.37408 internal_count=1212 393 819 316 503 81 is_linear=0 shrinkage=0.1 Tree=404 num_leaves=7 num_cat=0 split_feature=19 4 4 7 9 3 split_gain=0.0470082 7.12641e-11 7.06922e-12 1.55875e-12 4.95617e-12 7.3179e-12 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 74.149897609070038 7.910724502427068 22.500000000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075013925132693726 -0.075022201731143295 -0.075006437321658653 -0.075003404850008823 -0.075003126299122078 -0.07501039366341733 -0.075001769650086647 leaf_weight=0.036519681860227138 0.0025342281733173868 0.019347045896211057 0.0098334531421642168 0.012703100346357132 0.0028827732894569644 0.0014937934738554759 leaf_count=16 22 307 289 510 22 46 internal_value=-0.0107882 -0.0750059 -0.075005 -0.0750039 -0.0750047 -0.0750075 internal_weight=0.0853141 0.0487944 0.0462602 0.0269131 0.01421 0.00437657 internal_count=1212 1196 1174 867 357 68 is_linear=0 shrinkage=0.1 Tree=405 num_leaves=7 num_cat=0 split_feature=19 19 20 20 19 0 split_gain=0.340947 0.332353 0.377438 0.747476 0.456009 0.41372 threshold=0.86773401080000012 0.62152410415000003 0.46075395060000007 0.31369619650000008 0.47482987360000006 47.407128000000007 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=0.0005222601533232047 0.059964187657803807 -0.03518323707604968 0.02973854523867954 -0.075525751632201543 0.064227941445283335 -0.077157417176869983 leaf_weight=39.357078227127204 0.94887267798185249 2.6239352710545054 4.2682574465870848 1.3201179727911938 1.1071363128721703 0.69778867927379806 leaf_count=1123 7 21 30 6 8 17 internal_value=0.000588851 -0.000552221 0.0013915 -0.00145658 0.000918909 -0.000830984 internal_weight=50.3232 49.3743 46.7504 42.4821 41.162 40.0549 internal_count=1212 1205 1184 1154 1148 1140 is_linear=0 shrinkage=0.1 Tree=406 num_leaves=7 num_cat=0 split_feature=21 19 19 21 21 20 split_gain=0.261139 0.901097 0.709697 0.701966 0.605723 2.15136 threshold=0.80522880530000018 0.91408863200000012 0.86773401080000012 0.68669899670000012 0.30468621685000002 0.60478927825000006 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=-0.004885370970874315 -0.026524072505366748 -0.11572993695097084 0.10154293391353363 0.060705063813519471 -0.02591040172532685 0.078063739599670071 leaf_weight=24.375078444115392 3.4886420890688887 0.63910185545682807 0.7316170260310163 1.9384165778756131 7.7057004012167445 3.5868276432156554 leaf_count=1143 16 4 2 8 27 12 internal_value=-0.000312534 0.00203355 0.00399671 0.00209897 -0.00108608 0.00575497 internal_weight=42.4654 38.9767 38.3376 37.606 35.6676 27.9619 internal_count=1212 1196 1192 1190 1182 1155 is_linear=0 shrinkage=0.1 Tree=407 num_leaves=7 num_cat=0 split_feature=10 5 6 0 5 4 split_gain=0.224535 0.501957 0.35955 0.344089 0.30554 0.683795 threshold=35.000000000000007 4385.0000000000009 84.083940775398517 1.3962115000000002 2567.0000000000005 1364.5000000000002 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=0.0012891041595493797 -0.075553999106016567 0.049756592586151525 -0.080428936361147702 0.076205331953873814 0.036211243014516552 -0.057886767447687365 leaf_weight=47.178688686472015 0.18444695789366861 0.25580861233174701 1.2428897707713984 0.78635508008301258 2.2894799193454665 2.0370173990158937 leaf_count=517 94 4 201 49 123 224 internal_value=-0.000286071 -0.00115896 -0.0582079 0.0473719 0.000501053 -0.00116016 internal_weight=53.9747 53.0039 1.4987 0.970802 51.5052 49.2157 internal_count=1212 1069 205 143 864 741 is_linear=0 shrinkage=0.1 Tree=408 num_leaves=7 num_cat=0 split_feature=19 4 4 21 5 10 split_gain=0.04349 5.67948e-11 5.42045e-12 2.31229e-12 1.71579e-12 1.48729e-12 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 154.00000000000003 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075012928014742047 -0.075020578659794501 -0.075009759051300251 -0.075004073445083627 -0.075005318569244223 -0.075009342819361335 -0.075002229967630937 leaf_weight=0.033856239344459027 0.0023492920663557007 0.0014538045797962695 0.019143313734161893 0.015262164656633104 0.0011385209108993868 0.0056734875819302024 leaf_count=16 22 12 606 282 13 261 internal_value=-0.0106132 -0.0750054 -0.0750046 -0.0750059 -0.0750056 -0.0750037 internal_weight=0.0788768 0.0450206 0.0426713 0.0178545 0.0164007 0.0248168 internal_count=1212 1196 1174 307 295 867 is_linear=0 shrinkage=0.1 Tree=409 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 21 split_gain=0.320417 0.29423 0.742206 0.260507 0.242206 0.30957 threshold=0.14357116100000003 0.86773401080000012 0.62152410415000003 0.85846023185000009 0.49277379045000008 0.64326956145000014 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=0.049636730486709614 0.034417053221494673 0.053305230219767276 -0.06198305366337279 0.037900455120353879 -0.042373563944128188 -0.0015895902780456472 leaf_weight=1.2980424518173093 2.538837231695652 0.98826701939105888 1.9661821760237206 1.813868399709462 1.3562032431364048 40.13029186532367 leaf_count=25 20 7 17 12 7 1124 internal_value=0.000601063 -0.000703418 -0.00181992 0.000760656 -0.000769525 0.000552825 internal_weight=50.0917 48.7936 47.8054 45.8392 44.0253 42.6691 internal_count=1212 1187 1180 1163 1151 1144 is_linear=0 shrinkage=0.1 Tree=410 num_leaves=7 num_cat=0 split_feature=21 21 21 20 20 19 split_gain=0.286777 0.784436 1.16247 0.799205 1.20956 1.1473 threshold=0.16093797035000004 0.30468621685000002 0.32816394200000004 0.60478927825000006 0.58816367370000011 0.76768386320000015 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=-0.037115732947538997 0.04345404319967125 -0.12165454033787269 0.0060472232605185399 -0.042449557247850787 0.14387917093246971 -0.095450653170566224 leaf_weight=2.0147911786871191 4.0186799019575119 0.80887132883071899 29.417320810200188 4.0061623677611342 0.61473912000656028 1.1575121730566014 leaf_count=28 15 3 1144 17 1 4 internal_value=-0.000303517 0.00154963 -0.00312756 -0.000403567 0.00499705 0.00220468 internal_weight=42.0381 40.0233 36.0046 35.1957 31.1896 30.5748 internal_count=1212 1184 1169 1166 1149 1148 is_linear=0 shrinkage=0.1 Tree=411 num_leaves=7 num_cat=0 split_feature=4 4 4 4 9 0 split_gain=0.210786 0.740983 0.310685 0.818835 0.571821 0.7642 threshold=4534.0000000000009 23996.500000000004 999.50000000000011 1101.5000000000002 6.3944237114723839 10.028799000000001 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0007793338408802464 -0.079000827085712419 0.038162675633934828 0.081656490382936264 -0.00065365588066999694 -0.091629213440387672 0.029134109935887539 leaf_weight=42.987521271614241 1.3025156761223109 0.92180071398615826 1.6785646246098611 4.3169830872175226 1.5255987768414336 0.79815329331904639 leaf_count=439 310 77 20 302 54 10 internal_value=-0.000308453 -0.030446 0.000998105 0.0223906 -0.00183253 -0.0501499 internal_weight=53.5311 2.22432 51.3068 5.99555 45.3113 2.32375 internal_count=1212 387 825 322 503 64 is_linear=0 shrinkage=0.1 Tree=412 num_leaves=7 num_cat=0 split_feature=20 4 4 21 5 10 split_gain=0.0412603 4.53879e-11 4.28213e-12 1.72557e-12 1.37571e-12 1.19267e-12 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 154.00000000000003 25.000000000000004 decision_type=8 8 10 8 10 8 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075012612188900804 -0.075019088172409834 -0.075008918007280656 -0.075003772027465776 -0.075004926498622088 -0.075008667798844478 -0.075002052503550035 leaf_weight=0.032778240391053259 0.0021799849782837546 0.0013493206606653985 0.01764827317288109 0.014140643504106265 0.0010562470997683713 0.0052288072331521098 leaf_count=16 22 12 606 282 13 261 internal_value=-0.00889568 -0.075005 -0.0750043 -0.0750055 -0.0750052 -0.0750034 internal_weight=0.0743815 0.0416033 0.0394233 0.0165462 0.0151969 0.0228771 internal_count=1212 1196 1174 307 295 867 is_linear=0 shrinkage=0.1 Tree=413 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 21 split_gain=0.244684 0.253917 0.679307 0.318085 0.83461 0.672701 threshold=0.14357116100000003 0.86773401080000012 0.62152410415000003 0.46075395060000007 0.31369619650000008 0.85846023185000009 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=0.042893328560276986 -0.0010512658384784002 0.048880567512179798 -0.060764849028950352 0.028392518422839925 -0.084606950202790299 0.097683924279632087 leaf_weight=1.3293422472779637 39.972725820553023 1.0157138183712948 1.8675123397260893 3.8195284605026236 1.1814805269241322 0.7021675631403913 leaf_count=25 1125 7 17 27 5 6 internal_value=0.000566114 -0.000592625 -0.00164957 0.000767431 -0.00175345 0.000653192 internal_weight=49.8885 48.5591 47.5434 45.6759 41.8564 40.6749 internal_count=1212 1187 1180 1163 1136 1131 is_linear=0 shrinkage=0.1 Tree=414 num_leaves=7 num_cat=0 split_feature=0 0 3 0 5 2 split_gain=0.273669 0.595137 0.3821 0.776393 0.906817 0.600707 threshold=0.00019850000000000003 0.0011060000000000002 3.5000000000000004 34.660699500000007 63.000000000000007 3.5000000000000004 decision_type=8 8 8 10 10 8 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-0.077200835246086452 0.062917672837272481 0.057735219353185235 0.091518533440575867 0.055527078126379283 -0.078615888298272207 -0.00020964723633601606 leaf_weight=0.45612686668755387 1.4815469436725823 0.60005516395904068 0.72875583171844383 0.82789158634841431 2.606251779361628 35.098332092282362 leaf_count=72 15 54 2 7 205 857 internal_value=-0.000166023 0.000683886 -0.00162919 -0.0308061 -0.053098 0.00165619 internal_weight=41.799 41.3428 39.8613 4.0342 3.20631 35.8271 internal_count=1212 1140 1125 266 259 859 is_linear=0 shrinkage=0.1 Tree=415 num_leaves=7 num_cat=0 split_feature=10 5 9 0 0 0 split_gain=0.210339 0.441666 0.32449 0.309788 0.296494 2.12051 threshold=35.000000000000007 4385.0000000000009 6.0140020083714285 1.3962115000000002 0.16056050000000002 0.24219000000000004 decision_type=10 10 10 10 10 8 left_child=1 4 -3 -2 -1 -6 right_child=3 2 -4 -5 5 -7 leaf_value=-0.004598855995391087 -0.075484415853954337 0.047951943118903287 -0.07979710724528094 0.076119161391575901 0.1189855998542402 -0.001201890195855186 leaf_weight=36.00636179387584 0.16567481664242123 0.24141013715416093 1.1273302733607122 0.72294629039242864 1.6524076905043301 13.153073546651285 leaf_count=535 94 4 201 49 57 272 internal_value=-0.000388951 -0.00121052 -0.0572655 0.0478541 0.00029946 0.012212 internal_weight=53.0692 52.1806 1.36874 0.888621 50.8118 14.8055 internal_count=1212 1069 205 143 864 329 is_linear=0 shrinkage=0.1 Tree=416 num_leaves=7 num_cat=0 split_feature=19 4 4 21 10 9 split_gain=0.0390325 3.69334e-11 3.34804e-12 1.2371e-12 9.80787e-13 1.67046e-12 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 25.000000000000004 7.8397116616035101 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075012211063911149 -0.075017807619147114 -0.07500810800230974 -0.075002716155002203 -0.075004812104682753 -0.075001865960127048 -0.075004802485152039 leaf_weight=0.031623287766706198 0.0020317896487540557 0.0012390683878038544 0.010183377212513278 0.01407654826198268 0.0047203496922065815 0.0061586051700146518 leaf_count=16 22 12 407 295 261 199 internal_value=-0.00726482 -0.0750047 -0.075004 -0.0750051 -0.0750031 -0.0750035 internal_weight=0.070033 0.0384097 0.0363779 0.0153156 0.0210623 0.016342 internal_count=1212 1196 1174 307 867 606 is_linear=0 shrinkage=0.1 Tree=417 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 0 split_gain=0.242476 1.32154 1.18813 0.87624 1.84877 1.76643 threshold=0.068115000000000023 0.059867500000000004 0.10875250000000002 156.00000000000003 538.50000000000011 0.032998000000000006 decision_type=8 10 8 10 10 10 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=-0.016521799555206683 0.075709700898143245 -0.11462438127334901 0.00029597222228573087 -0.083374672098562683 0.019798597247050988 0.085699309090922535 leaf_weight=4.370281729847191 2.234411420300602 1.1177569259889413 32.126977749867365 3.1655578394420445 3.8480453378870152 2.7569277063012123 leaf_count=85 60 14 797 30 170 56 internal_value=0.000541588 -0.00994862 0.00519989 -0.00167455 -0.0267682 0.0230191 internal_weight=49.62 15.2586 34.3614 14.1408 7.0136 7.12721 internal_count=1212 355 857 341 200 141 is_linear=0 shrinkage=0.1 Tree=418 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 8 split_gain=0.262035 0.583541 0.298271 1.29486 0.547708 0.535157 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 3.5000000000000004 4.4954850976912946 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=-0.075878511552378569 0.093111160014010805 0.033524445251750599 -0.07786801854105492 0.090027304053569679 0.051669805864674415 -0.0032008273500176683 leaf_weight=0.45298878712855994 0.67063099145889182 2.3629882205277672 2.182511001947204 0.68511152267455955 1.8782908611756273 33.112275638119172 leaf_count=122 2 32 192 2 27 835 internal_value=-0.000239833 0.000598073 -0.000944451 -0.00309589 0.0014784 -0.000255376 internal_weight=41.3448 40.8918 40.2212 37.8582 35.6757 34.9906 internal_count=1212 1090 1088 1056 864 862 is_linear=0 shrinkage=0.1 Tree=419 num_leaves=7 num_cat=0 split_feature=5 6 4 2 0 0 split_gain=0.197223 1.25589 1.20413 1.31808 1.80566 1.88746 threshold=154.00000000000003 77.772266788867952 219.50000000000003 1.5000000000000002 0.066307500000000005 0.032998000000000006 decision_type=8 8 8 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.021629874428635225 -0.084561584050359601 -0.00013286987426473995 0.059805890229407334 -0.063360817912537559 0.097584711689440662 -0.083692536810454132 leaf_weight=5.9054877482412866 1.8583742142145627 33.922481750620136 3.610097672790288 3.0228838585317126 1.9791872315108765 2.3901854828000069 leaf_count=90 50 894 36 62 24 56 internal_value=-0.000312191 -0.0045179 0.00858805 -0.00531667 0.01176 -0.00871608 internal_weight=52.6887 35.7809 16.9078 13.2977 10.2749 8.29567 internal_count=1212 944 268 232 170 146 is_linear=0 shrinkage=0.1 Tree=420 num_leaves=7 num_cat=0 split_feature=19 4 4 21 5 10 split_gain=0.0359562 2.89256e-11 2.694e-12 9.94874e-13 8.12332e-13 7.6624e-13 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 133.50000000000003 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075011222082138354 -0.075016406704393968 -0.075007530297790961 -0.075003237087817809 -0.075004205525071532 -0.075006896545534135 -0.075001734974278353 leaf_weight=0.029112564807292074 0.0018808092791005029 0.0011509182077134028 0.015009148463718702 0.011740959441340237 0.001240255607626751 0.0043889797952942891 leaf_count=16 22 12 606 280 15 261 internal_value=-0.00731848 -0.0750043 -0.0750037 -0.0750047 -0.0750045 -0.0750029 internal_weight=0.0645236 0.0354111 0.0335303 0.0141321 0.0129812 0.0193981 internal_count=1212 1196 1174 307 295 867 is_linear=0 shrinkage=0.1 Tree=421 num_leaves=7 num_cat=0 split_feature=10 13 7 9 6 15 split_gain=0.247672 0.469851 0.305507 0.912435 0.862831 0.680126 threshold=30.500000000000004 49191.500000000007 73.565496186226582 7.5197737497599038 102.89534848639566 4.5000000000000009 decision_type=10 10 10 10 8 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.00077094603475580674 0.05421439143613839 -0.071948169413167049 -0.067340949659619509 -0.079629625041193169 0.037897312339906376 -0.049775674600612003 leaf_weight=36.118883871589787 0.39905550854746152 1.1341086476168127 1.0688425595872075 1.4689134340733279 7.7229620620491906 0.9993185009807356 leaf_count=606 105 104 15 22 332 28 internal_value=0.000447233 -0.0391103 0.0017273 -0.00237107 0.0174608 0.0278525 internal_weight=48.9121 1.53316 47.3789 37.5878 9.79112 8.72228 internal_count=1212 209 1003 628 375 360 is_linear=0 shrinkage=0.1 Tree=422 num_leaves=7 num_cat=0 split_feature=0 5 3 4 3 2 split_gain=0.255564 0.733834 0.533478 0.457335 0.625344 0.481757 threshold=0.0042115000000000008 114.00000000000001 1.5000000000000002 126.00000000000001 3.5000000000000004 6.5000000000000009 decision_type=8 8 10 8 8 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.059866722870219713 -0.078734477295014205 0.083258194787634465 -0.028866634870233773 -0.077475281395776155 0.035821145812226486 -0.0029489335049611314 leaf_weight=1.9005519095589982 1.2160336251836259 0.65154674649238487 1.052921102811524 1.0457829469232809 3.5683344225399187 31.481068324803346 leaf_count=80 155 3 22 103 61 788 internal_value=-0.000101371 -0.00230577 0.028233 0.000223436 -0.00127541 0.000998198 internal_weight=40.9162 37.9628 2.95347 36.7467 36.0952 35.0494 internal_count=1212 1110 102 955 952 849 is_linear=0 shrinkage=0.1 Tree=423 num_leaves=7 num_cat=0 split_feature=4 3 5 5 0 6 split_gain=0.205926 1.35625 1.68448 1.19571 1.78203 1.14132 threshold=149.00000000000003 1.0000000180025095e-35 76.000000000000014 154.00000000000003 0.034740000000000007 76.276912626550981 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 4 -4 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.017737041016496435 0.08137516077105833 -0.084166485329655774 0.14750511186893861 -0.088585090104469383 0.015381112257554173 -0.00026906567854083607 leaf_weight=6.0109022619726593 2.0535739026963702 2.3484260514378539 1.3067308142781247 1.5290906157024426 4.6656916253268719 34.003034085815671 leaf_count=114 18 50 15 46 71 898 internal_value=-0.000332358 0.00194657 -0.00177296 0.00288906 0.0442891 -0.00406966 internal_weight=51.9174 45.9065 43.853 41.5045 5.97242 35.5321 internal_count=1212 1098 1080 1030 86 944 is_linear=0 shrinkage=0.1 Tree=424 num_leaves=7 num_cat=0 split_feature=20 4 4 21 5 10 split_gain=0.0331625 2.388e-11 2.12963e-12 8.03232e-13 6.8481e-13 5.95949e-13 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.16093797035000004 133.50000000000003 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075010498188623653 -0.075015370506385404 -0.075006988344152814 -0.075002993449794442 -0.075003880709043819 -0.075006454812176437 -0.075001614750451542 leaf_weight=0.026898797135800123 0.0017584976994839954 0.0010688118672987912 0.013755043935475442 0.010803660742567445 0.0011428475027059912 0.0040608419697036871 leaf_count=16 22 12 606 280 15 261 internal_value=-0.00717226 -0.075004 -0.0750034 -0.0750044 -0.0750041 -0.0750027 internal_weight=0.0594885 0.0325897 0.0308312 0.0130153 0.0119465 0.0178159 internal_count=1212 1196 1174 307 295 867 is_linear=0 shrinkage=0.1 Tree=425 num_leaves=7 num_cat=0 split_feature=10 13 2 7 0 6 split_gain=0.225222 0.429224 0.281504 0.710634 1.01648 0.756695 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 74.581036890620098 2.7156310000000006 126.14370403703865 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.0017347006651135567 0.052124307845145282 -0.071164112592465106 0.077770234010122508 0.053897916142913373 -0.079447474708716673 0.029512428157510231 leaf_weight=39.650944000022719 0.38422700820956279 1.0653534304583443 0.98097744164988343 3.2894098259857856 1.789201661013067 0.99004706938285369 leaf_count=605 105 104 101 230 29 38 internal_value=0.000334047 -0.0384852 0.00153899 0.019952 -0.00974357 -0.0406329 internal_weight=48.1502 1.44958 46.7006 7.04964 3.76023 2.77925 internal_count=1212 209 1003 398 168 67 is_linear=0 shrinkage=0.1 Tree=426 num_leaves=7 num_cat=0 split_feature=0 2 8 11 5 0 split_gain=0.250025 0.350483 0.639509 0.544297 0.348701 0.330776 threshold=60.179807500000003 12.500000000000002 6.772835322586209 10.500000000000002 10863.500000000002 0.059867500000000004 decision_type=10 10 10 10 10 8 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.021507542998700797 0.053632730264994127 -0.059822055516345118 0.038698314326669363 -0.07841077513550615 0.064903399245553828 -0.0040674512570679578 leaf_weight=6.2023792252375634 0.84654856100678344 2.6358677229145533 1.7722446739790032 0.51139823035191501 0.86654237005859513 27.387847391451942 leaf_count=304 13 192 92 60 13 538 internal_value=-0.000138126 -0.00129414 -0.0262626 0.0124729 0.00227069 0.000654929 internal_weight=40.2228 39.3763 4.91951 2.28364 34.4568 33.5902 internal_count=1212 1199 344 152 855 842 is_linear=0 shrinkage=0.1 Tree=427 num_leaves=7 num_cat=0 split_feature=7 0 0 0 4 0 split_gain=0.197355 0.884753 0.697822 1.11598 0.574984 0.569207 threshold=76.306935986487204 31.825229500000003 25.140853500000002 10.007090000000002 274.00000000000006 7.596486500000001 decision_type=10 10 10 10 10 10 left_child=2 4 3 5 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0030831659083053412 0.051461583530644284 0.051094936105682921 -0.058768707296428552 0.072772473965473899 -0.056618796979802669 -0.05760099769752728 leaf_weight=40.077497736362602 0.57226823270320792 1.3799395719543097 1.8176991979416914 2.2679944731644346 3.5190587260949542 1.6076829865196476 leaf_count=724 5 11 100 37 304 31 internal_value=-0.000197141 -0.018147 0.00194851 0.0044595 -0.0415012 0.000742744 internal_weight=51.2421 5.47127 45.7709 43.9532 4.09133 41.6852 internal_count=1212 320 892 792 309 755 is_linear=0 shrinkage=0.1 Tree=428 num_leaves=7 num_cat=0 split_feature=19 4 4 21 5 10 split_gain=0.0306112 1.90136e-11 1.73007e-12 5.37773e-13 4.90498e-13 4.52832e-13 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.17844275080000002 133.50000000000003 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075009807398959003 -0.07501422997146294 -0.075005962376606047 -0.075002737949019363 -0.075003578301460219 -0.075005865846527214 -0.075001486268474651 leaf_weight=0.024913521308917552 0.0016293665357807177 0.0012862847324868198 0.012530251664827574 0.0097206193659076234 0.0010373720397183215 0.0037569714498886233 leaf_count=16 22 15 606 277 15 261 internal_value=-0.00689608 -0.0750037 -0.0750031 -0.075004 -0.0750038 -0.0750024 internal_weight=0.0548744 0.0299609 0.0283315 0.0120443 0.010758 0.0162872 internal_count=1212 1196 1174 307 292 867 is_linear=0 shrinkage=0.1 Tree=429 num_leaves=7 num_cat=0 split_feature=15 14 16 6 6 5 split_gain=0.219819 0.34587 0.386152 0.25242 0.830731 0.871597 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 106.63185654421174 84.310810862122921 154.00000000000003 decision_type=10 10 8 10 10 10 left_child=3 2 -2 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.0032220178466594073 -0.077842381101898186 0.081508434524570739 0.070574474517968361 0.016076763733310597 -0.040359491126197015 0.043282685884388737 leaf_weight=26.61811017757282 1.1463385268289117 0.21457810915308062 0.20695214468287315 9.5759508963383251 4.9245727378875008 4.7492228531336869 leaf_count=333 93 14 82 398 83 209 internal_value=0.000376381 -0.0364433 -0.0551457 0.00163496 -0.00217564 0.0038191 internal_weight=47.4357 1.56787 1.35329 45.8679 36.2919 31.3673 internal_count=1212 189 175 1023 625 542 is_linear=0 shrinkage=0.1 Tree=430 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 3 split_gain=0.243405 0.434338 0.27158 0.692579 0.410448 0.662919 threshold=59.000000000000007 63.000000000000007 0.0011060000000000002 114.00000000000001 126.00000000000001 3.5000000000000004 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=-0.075926005655109319 0.088559565686136599 0.047457862049166938 -0.078625629146004114 0.082459086247660851 -0.077544533949489874 0.0014419711055735796 leaf_weight=0.41887347332340041 0.5548228919506063 1.1433710410547053 1.1440525432117272 0.59942354261875053 1.0961892699706357 34.638650869375851 leaf_count=122 2 17 105 3 104 859 internal_value=-0.00010067 0.000710051 -0.000551958 -0.00201662 0.00039556 -0.000980991 internal_weight=39.5954 39.1765 38.6217 37.4783 36.3343 35.7348 internal_count=1212 1090 1088 1071 966 963 is_linear=0 shrinkage=0.1 Tree=431 num_leaves=7 num_cat=0 split_feature=4 4 2 3 2 8 split_gain=0.200303 0.606832 0.297551 1.45512 0.859008 0.721608 threshold=4353.5000000000009 23996.500000000004 6.5000000000000009 4.5000000000000009 4.5000000000000009 5.6715149388141608 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=-0.001613961274015514 -0.075907852614771343 0.03598274124451567 0.044467022780031729 -0.090159337171179493 0.061468868835485413 -0.029878082994609895 leaf_weight=38.523001754801953 1.2111394816920431 0.80813053995370854 4.2464118726202278 1.7915296440260124 2.2867498244813751 1.8851488151804003 leaf_count=399 316 77 110 54 28 228 internal_value=-0.00026579 -0.0311282 0.00101301 -0.00195144 0.00192085 0.0216096 internal_weight=50.7521 2.01927 48.7328 42.6013 40.8098 6.13156 internal_count=1212 393 819 481 427 338 is_linear=0 shrinkage=0.1 Tree=432 num_leaves=7 num_cat=0 split_feature=19 4 4 21 7 9 split_gain=0.0289797 1.54125e-11 1.39279e-12 4.34822e-13 3.22496e-13 9.23471e-13 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.17844275080000002 74.149897609070038 7.910724502427068 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075009127326376435 -0.075013258225430507 -0.075005539281871744 -0.075001959789262773 -0.075003520127557455 -0.075001766320039104 -0.075004284442884775 leaf_weight=0.024152892117854208 0.0015175434127741019 0.0011944001562369522 0.0053815100136489491 0.0099620294840860879 0.0070261295089721907 0.0025039829779416323 leaf_count=16 22 15 289 292 510 68 internal_value=-0.00497362 -0.0750035 -0.0750029 -0.0750037 -0.0750023 -0.0750027 internal_weight=0.0517385 0.0275856 0.0260681 0.0111564 0.0149116 0.00788549 internal_count=1212 1196 1174 307 867 357 is_linear=0 shrinkage=0.1 Tree=433 num_leaves=7 num_cat=0 split_feature=10 13 6 9 7 2 split_gain=0.217682 0.356736 0.24209 0.658348 0.849132 0.753831 threshold=30.500000000000004 49191.500000000007 119.88135117523494 6.0829203146410249 73.565496186226582 3.5000000000000004 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0016450834517428405 0.04954133530403592 -0.070808065511954718 0.089367417770545604 -0.056216052103325975 -0.081030421704631136 0.044288733382644399 leaf_weight=38.514293951622676 0.33071147406007984 0.96491553622763604 1.1054119421169151 1.6289863334968684 0.54948479682207096 3.7957015290157869 leaf_count=783 105 104 19 31 4 166 internal_value=0.000330464 -0.0400886 0.00147904 0.0184749 0.0053575 0.0284411 internal_weight=46.8895 1.29563 45.5939 7.07958 5.97417 4.34519 internal_count=1212 209 1003 220 201 170 is_linear=0 shrinkage=0.1 Tree=434 num_leaves=7 num_cat=0 split_feature=0 3 5 4 6 8 split_gain=0.243998 0.316679 0.56391 0.48892 0.80886 0.734848 threshold=60.179807500000003 14.500000000000002 81431.500000000015 6248.5000000000009 84.887683033675486 5.2557369634631668 decision_type=10 10 10 10 10 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=0.0040246946961822868 0.053731309372311166 -0.056031225582749811 0.031450044393624484 -0.077087165388476875 0.063145059615812196 -0.040175871835041267 leaf_weight=27.339572324326131 0.82299330644309421 2.4662671661681084 1.0507992970524354 0.49192347866482977 2.5102117751375772 4.3613653749780488 leaf_count=422 13 131 46 63 102 435 internal_value=-0.000141421 -0.00130146 -0.0298943 0.00159635 0.0401669 -0.00205635 internal_weight=39.0431 38.2201 3.51707 34.7031 3.00214 31.7009 internal_count=1212 1199 177 1022 165 857 is_linear=0 shrinkage=0.1 Tree=435 num_leaves=7 num_cat=0 split_feature=7 0 0 0 7 9 split_gain=0.193408 0.734775 0.60383 0.95067 0.514514 0.830196 threshold=76.306935986487204 31.825229500000003 25.140853500000002 10.007090000000002 74.149897609070038 6.0876787784018074 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=0.0018053986534527372 -0.040238574248317782 0.047120783482879791 -0.056402077002811336 0.070190284935898642 0.055012500255790422 -0.06643069965738739 leaf_weight=37.671765810835495 3.8758428644414371 1.2810166310518978 1.7085422328673292 2.0788086100947103 1.6841762009530601 1.8715851930546694 leaf_count=498 309 11 100 37 144 113 internal_value=-0.000193664 -0.0185376 0.0019078 0.00420827 0.00088127 -0.00142421 internal_weight=50.1717 5.15686 45.0149 43.3063 41.2275 39.5434 internal_count=1212 320 892 792 755 611 is_linear=0 shrinkage=0.1 Tree=436 num_leaves=7 num_cat=0 split_feature=19 4 4 21 10 9 split_gain=0.026845 1.22953e-11 1.10029e-12 3.49846e-13 2.62249e-13 4.32058e-13 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.17844275080000002 25.000000000000004 7.8397116616035101 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075008549634920374 -0.075012291092152683 -0.075005135790997782 -0.075001830887049148 -0.075003253803921241 -0.075001300274928739 -0.075003151629827222 leaf_weight=0.022427160962251946 0.0014075122235226436 0.0011062250159739051 0.0065387027069050419 0.0092220325805101311 0.0032231687463308853 0.0039872730388879063 leaf_count=16 22 15 407 292 261 199 internal_value=-0.00478421 -0.0750032 -0.0750027 -0.0750035 -0.0750021 -0.0750023 internal_weight=0.0479121 0.0254849 0.0240774 0.0103283 0.0137491 0.010526 internal_count=1212 1196 1174 307 867 606 is_linear=0 shrinkage=0.1 Tree=437 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 21 split_gain=0.218456 0.215334 0.607796 0.277979 0.758352 0.567653 threshold=0.14357116100000003 0.86773401080000012 0.62152410415000003 0.46075395060000007 0.31369619650000008 0.85846023185000009 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=0.040159114003669776 -0.0014488139348496204 0.043875780774592914 -0.059429890931365782 0.025921978846281751 -0.083821616487058617 0.088292292896193544 leaf_weight=1.3352925543440504 36.317279229609994 1.0495588332414616 1.7659883461892594 3.8896127194166175 1.1037814021110524 0.71880574524402518 leaf_count=25 1125 7 17 27 5 6 internal_value=0.000300466 -0.000886353 -0.00195908 0.000455722 -0.0021414 0.000292904 internal_weight=46.1803 44.845 43.7955 42.0295 38.1399 37.0361 internal_count=1212 1187 1180 1163 1136 1131 is_linear=0 shrinkage=0.1 Tree=438 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.231491 0.29697 0.456853 0.58003 0.434555 0.651723 threshold=60.179807500000003 56582.000000000007 44.500000000000007 14.500000000000002 6248.5000000000009 5.2557369634631668 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=0.003730807133474779 0.052978823743720316 -0.066499861840446636 0.077056866356919815 -0.054772627337029346 0.039085172918304677 -0.038357095680813198 leaf_weight=27.236707810401644 0.80529563967138429 0.68393969885073502 0.75373941223369811 1.941739479494571 2.8103705846006042 4.2537623011849055 leaf_count=422 13 32 41 105 164 435 internal_value=-7.2622e-05 -0.00120643 6.31974e-07 -0.00160191 0.00140803 -0.00195447 internal_weight=38.4856 37.6803 36.9963 36.2426 34.3008 31.4905 internal_count=1212 1199 1167 1126 1021 857 is_linear=0 shrinkage=0.1 Tree=439 num_leaves=7 num_cat=0 split_feature=4 4 0 5 0 0 split_gain=0.182964 0.55462 0.27803 0.252499 0.843277 1.38524 threshold=4534.0000000000009 23996.500000000004 12.175047000000001 76.000000000000014 0.040144000000000006 0.10875250000000002 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 -1 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.0050341889051044621 -0.078344066328468465 0.072778703817038673 -0.059397966253808589 0.057574294421206332 -0.058256537415742542 0.015105599244591371 leaf_weight=28.435311660272419 1.0546170819716267 0.53671375918202113 0.22621618129778653 3.0995658700899211 3.2046033622900749 13.076571759491342 leaf_count=261 310 29 48 104 70 390 internal_value=-0.000218632 -0.0313601 0.033587 0.000965093 0.00976721 0.000665822 internal_weight=49.6336 1.81755 0.76293 47.8161 19.3807 16.2812 internal_count=1212 387 77 825 564 460 is_linear=0 shrinkage=0.1 Tree=440 num_leaves=7 num_cat=0 split_feature=19 4 4 21 10 9 split_gain=0.0253652 9.93557e-12 8.37797e-13 2.55219e-13 2.01657e-13 3.67703e-13 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 0.17844275080000002 25.000000000000004 7.8397116616035101 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075008251919191971 -0.075011443893785709 -0.075004685668535021 -0.075001687948320517 -0.07500301050751032 -0.075001228480554766 -0.075002957383485155 leaf_weight=0.021634106175042689 0.00131004533250234 0.0010178772954532178 0.0060111903250117393 0.0085413023175533453 0.0029743852728643114 0.003677871305114877 leaf_count=16 22 15 407 292 261 199 internal_value=-0.00315019 -0.075003 -0.0750025 -0.0750032 -0.0750019 -0.0750022 internal_weight=0.0451668 0.0235327 0.0222226 0.00955918 0.0126634 0.00968906 internal_count=1212 1196 1174 307 867 606 is_linear=0 shrinkage=0.1 Tree=441 num_leaves=7 num_cat=0 split_feature=15 14 16 9 6 7 split_gain=0.228003 0.309997 0.32233 0.213884 0.588267 0.822581 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.0966438103189775 92.018638466622647 73.565496186226582 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=-0.0019292405635637914 -0.07736846522293421 0.079939713478601113 0.069576077531282005 0.10092383434894114 -0.046636667979609449 0.025939981670172071 leaf_weight=35.432782330899499 1.0759677218156856 0.19057868770323683 0.17332392826210696 0.73704066732898077 2.0857734950259319 6.2147194216086072 leaf_count=574 93 14 82 42 36 371 internal_value=0.000305179 -0.038859 -0.0569817 0.00157325 0.0153052 0.0077027 internal_weight=45.9102 1.43987 1.24929 44.4703 9.03753 8.30049 internal_count=1212 189 175 1023 449 407 is_linear=0 shrinkage=0.1 Tree=442 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 21 split_gain=0.246873 0.489975 0.601481 0.554028 0.690898 0.451389 threshold=0.76768386320000015 0.090384911050000016 0.14686382560000003 0.20868862815000003 0.89041469205000012 0.21995678085000001 decision_type=10 8 8 8 10 8 left_child=1 -1 -3 -4 5 -5 right_child=-2 2 3 4 -6 -7 leaf_value=-0.08881087424784663 -0.022306308859134181 0.063760491894157917 -0.096476762063440802 0.040587125162905739 0.089602704253632967 -0.003174053114302459 leaf_weight=0.57335602419698262 4.4146502390503874 1.6248281002044676 0.5682569295167923 2.5783976167440414 0.89789590239524741 27.459837049333157 leaf_count=22 16 6 3 10 3 1152 internal_value=-7.0149e-05 0.00284253 0.00442875 0.00136873 0.00316603 0.000582283 internal_weight=38.1172 33.7026 33.1292 31.5044 30.9361 30.0382 internal_count=1212 1196 1174 1168 1165 1162 is_linear=0 shrinkage=0.1 Tree=443 num_leaves=7 num_cat=0 split_feature=5 6 0 0 8 9 split_gain=0.175253 0.318655 0.25664 1.87893 1.66064 1.23764 threshold=4550.0000000000009 83.748378182680796 0.16056050000000002 0.19793400000000003 4.4954850976912946 6.0460996639441538 decision_type=10 8 10 8 10 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0037954646200349801 0.060486749893683127 -0.058238242952285836 0.16316368393541017 -0.040102886631020296 0.079907707715032111 -0.0019011937937296953 leaf_weight=34.349771776722264 0.28174265706911561 1.143987928525803 0.77966122271754734 5.2212379090487957 3.2426985390484333 4.3033296174398856 leaf_count=546 7 245 53 94 43 224 internal_value=-0.000226969 -0.0347767 0.000801464 0.0124575 0.00325429 0.0332539 internal_weight=49.3224 1.42573 47.8967 13.5469 12.7673 7.54603 internal_count=1212 252 960 414 361 267 is_linear=0 shrinkage=0.1 Tree=444 num_leaves=7 num_cat=0 split_feature=19 0 2 21 10 9 split_gain=0.023924 5.38829e-12 5.3013e-13 1.76537e-13 1.63208e-13 2.75281e-13 threshold=1.0000000180025095e-35 0.00019850000000000003 2.5000000000000004 0.19833634335000003 25.000000000000004 7.8397116616035101 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075007752857351326 -0.075007468519116383 -0.075004080489662325 -0.07500157702768151 -0.07500268867085598 -0.075001141899079679 -0.075002727700464622 leaf_weight=0.020806261862162501 0.0021980434039505772 0.001048356596584199 0.005361517143171568 0.0069715856634502416 0.0027644085305951202 0.0033959800104526039 leaf_count=16 69 18 397 252 261 199 internal_value=-0.00164342 -0.0750028 -0.0750022 -0.0750029 -0.0750018 -0.075002 internal_weight=0.0425462 0.0217399 0.0195418 0.00801994 0.0115219 0.0087575 internal_count=1212 1196 1127 270 857 596 is_linear=0 shrinkage=0.1 Tree=445 num_leaves=7 num_cat=0 split_feature=15 14 16 21 6 6 split_gain=0.214251 0.280386 0.299529 0.198943 0.22307 0.88717 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.14357116100000003 104.53554733990025 84.887683033675486 decision_type=10 10 10 8 10 10 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.040011024596285472 -0.077199619764301453 0.078792862236659988 0.069063966247926531 0.0019316812844599838 0.013936236793625665 -0.053725161478515839 leaf_weight=1.3136274874414082 1.0000758740934532 0.17575432325247664 0.16280536437989201 29.995485125575215 9.5873930847446882 3.1662957712542257 leaf_count=16 93 14 82 535 418 54 internal_value=0.000482153 -0.0389302 -0.0567225 0.00167951 0.000501627 -0.00338245 internal_weight=45.4014 1.33864 1.16288 44.0628 42.7492 33.1618 internal_count=1212 189 175 1023 1007 589 is_linear=0 shrinkage=0.1 Tree=446 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 19 split_gain=0.229804 1.26748 0.70984 0.438676 0.966996 0.738459 threshold=0.67010311760000008 0.62152410415000003 0.18676524345000003 0.68669899670000012 0.37052061300000005 0.23075891465000004 decision_type=10 10 8 10 10 8 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.098058772798047478 -0.017027842267030326 0.087385286875745302 -0.12045819991687863 0.031947862672931364 -0.061009863981336156 0.0057043395149763716 leaf_weight=0.74150862348597002 6.6889283284544936 1.6988043189048756 0.47421962209045887 3.956303358078002 2.6481070742011061 21.410976494604274 leaf_count=24 22 6 6 15 13 1126 internal_value=-0.000220962 0.00341371 -0.00146641 0.00104763 -0.00393542 0.00297059 internal_weight=37.6188 30.9299 29.2311 28.4896 24.5333 21.8852 internal_count=1212 1190 1184 1160 1145 1132 is_linear=0 shrinkage=0.1 Tree=447 num_leaves=7 num_cat=0 split_feature=21 21 20 20 19 19 split_gain=0.172448 0.999323 0.519782 0.815388 1.12478 0.786667 threshold=0.80522880530000018 0.68669899670000012 0.79454162265000006 0.69808073965000006 0.86773401080000012 0.76768386320000015 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=-1.1377832265663806e-05 0.021906720435317314 -0.090825699460328632 -0.045625883143006599 0.078057066175395248 -0.11921714872707795 0.071703462459845976 leaf_weight=38.224349475787449 3.2694592587649813 1.2287814691662777 2.3060882706195107 1.4040684737265099 0.76934940367936988 1.5933410078287114 leaf_count=1162 16 9 12 5 3 5 internal_value=-0.000276832 -0.00186995 0.000597638 0.00313616 0.000544349 0.00285836 internal_weight=48.7954 45.526 44.2972 41.9911 40.587 39.8177 internal_count=1212 1196 1187 1175 1170 1167 is_linear=0 shrinkage=0.1 Tree=448 num_leaves=7 num_cat=0 split_feature=19 4 4 10 9 3 split_gain=0.0227352 6.3904e-12 5.54654e-13 1.21656e-13 2.16334e-13 2.37334e-13 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 25.000000000000004 7.910724502427068 14.500000000000002 decision_type=8 8 10 10 8 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075007542099410546 -0.075009873097261148 -0.075002751806832649 -0.07500149694560411 -0.075001056556715101 -0.075003480546397258 -0.075001566790144469 leaf_weight=0.020333245454821736 0.0011297870769340071 0.0081847916048900515 0.005605996629412858 0.0025520046555698181 0.0014073306866748672 0.0012010551081402809 leaf_count=16 22 307 437 261 84 85 internal_value=0.000470695 -0.0750026 -0.0750021 -0.0750017 -0.0750018 -0.0750026 internal_weight=0.0404142 0.020081 0.0189512 0.0107664 0.00821438 0.00260839 internal_count=1212 1196 1174 867 606 169 is_linear=0 shrinkage=0.1 Tree=449 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 20 split_gain=0.215346 0.418169 0.573148 0.341812 0.912968 0.407382 threshold=0.89547868850000012 0.77990823500000006 0.85871487375000011 0.48408422815000002 0.30022230360000007 0.15581312665000005 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=0.0011281715566826276 0.038501232779981631 -0.056318276586002913 0.075495674032166754 -0.027503008243858637 0.085171136938704289 -0.063430795229067014 leaf_weight=34.849906327624922 1.4467312768101681 1.3118739500641812 1.0084029361605633 4.2985132969915858 1.2829385697841633 1.0056429281830777 leaf_count=1137 10 9 8 29 12 7 internal_value=0.000542513 -0.000712503 0.00100612 -0.000806641 0.00228327 -0.000682518 internal_weight=45.204 43.7573 42.4454 41.437 37.1385 35.8555 internal_count=1212 1202 1193 1185 1156 1144 is_linear=0 shrinkage=0.1 Tree=450 num_leaves=7 num_cat=0 split_feature=0 0 5 0 0 0 split_gain=0.223965 0.452081 0.644971 0.212403 0.971135 0.988905 threshold=0.00019850000000000003 0.0037905000000000005 114.00000000000001 0.040144000000000006 0.084130500000000011 2.7156310000000006 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=-0.076639689372493616 0.04972729560866998 -0.078320533295980432 -0.035119724963117951 0.071962144682496093 -0.077559505582112956 0.0022461641939611849 leaf_weight=0.37945285319301447 1.7810716029671301 1.0711392980301742 1.5958555095494364 1.882034866241155 1.6412641783972528 28.774105420801789 leaf_count=72 25 155 151 30 382 397 internal_value=-0.000206882 0.000582403 -0.00192102 0.000493461 0.00225315 -0.00206028 internal_weight=37.1249 36.7455 34.9644 33.8933 32.2974 30.4154 internal_count=1212 1140 1115 960 809 779 is_linear=0 shrinkage=0.1 Tree=451 num_leaves=7 num_cat=0 split_feature=21 20 21 20 19 19 split_gain=0.170217 1.03462 0.786218 0.59949 0.726951 0.645091 threshold=0.30468621685000002 0.46075395060000007 0.32816394200000004 0.69808073965000006 0.38321934000000007 0.23075891465000004 decision_type=8 10 8 10 10 10 left_child=1 -1 -2 4 5 -4 right_child=2 -3 3 -5 -6 -7 leaf_value=0.025641899664051761 0.097505290100667996 -0.062041854000300538 -0.0013889861065980117 0.045525119475617666 -0.037556049196306576 0.056324486893151775 leaf_weight=2.7602324263793889 0.84073765575885773 2.6258299574255943 31.979280735806242 2.6888420172035685 5.3470189012587062 2.0615714415907851 leaf_count=29 3 14 1122 12 25 7 internal_value=-0.00034909 -0.017106 0.00175387 -0.000159349 -0.00327803 0.00210624 internal_weight=48.3035 5.38606 42.9175 42.0767 39.3879 34.0409 internal_count=1212 43 1169 1166 1154 1129 is_linear=0 shrinkage=0.1 Tree=452 num_leaves=7 num_cat=0 split_feature=19 4 4 7 6 0 split_gain=0.0210894 5.14593e-12 4.45876e-13 9.41087e-14 2.85623e-13 1.17283e-13 threshold=1.0000000180025095e-35 109.00000000000001 255.00000000000003 74.149897609070038 84.854839424013804 6.9084995000000005 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075007002980330501 -0.075009181185056006 -0.075002552319605023 -0.075001019249085726 -0.075001212770250847 -0.075001966906538431 -0.07500327679034148 leaf_weight=0.018925854761619121 0.0010499642594368188 0.0075647156263585194 0.0023697772754758262 0.004762649552418452 0.0016522698618928189 0.0011658694284051307 leaf_count=16 22 307 220 510 93 44 internal_value=0.000723745 -0.0750024 -0.075002 -0.0750015 -0.0750018 -0.0750025 internal_weight=0.0374911 0.0185652 0.0175153 0.00995057 0.00518792 0.00281814 internal_count=1212 1196 1174 867 357 137 is_linear=0 shrinkage=0.1 Tree=453 num_leaves=7 num_cat=0 split_feature=10 11 2 9 6 9 split_gain=0.213546 0.278684 0.200805 0.569369 0.628414 0.669969 threshold=30.500000000000004 12.500000000000002 9.5000000000000018 7.5654070833118796 119.88135117523494 6.0966438103189775 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=-0.0047426565366743105 -0.063466193316808459 0.076442764355958814 0.018714767813425976 -0.057481391099370963 0.054949965057111465 0.063983182228361191 leaf_weight=32.624990320866345 0.95690610480960347 0.16725580114871264 5.8617989833001038 1.714557010505813 2.0731741609051815 1.4829258979298163 leaf_count=462 173 36 398 61 39 43 internal_value=0.000384911 -0.0426502 0.00149051 -0.00117378 0.00149454 -0.00175463 internal_weight=44.8816 1.12416 43.7574 37.8956 36.1811 34.1079 internal_count=1212 209 1003 605 544 505 is_linear=0 shrinkage=0.1 Tree=454 num_leaves=7 num_cat=0 split_feature=0 4 3 3 3 4 split_gain=0.209653 0.252444 0.406217 0.51232 0.381202 0.408697 threshold=60.179807500000003 56582.000000000007 44.500000000000007 14.500000000000002 9.5000000000000018 6248.5000000000009 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=-0.0051798215762724371 0.050986839210197178 -0.063899705155030365 0.076773513579884045 -0.053855343866703702 0.036395480019378416 0.042941236010486446 leaf_weight=28.049187909279457 0.78304212843067844 0.63320437900256266 0.67262063213274714 1.7855141484051262 2.8059505116834762 1.8834573579370033 leaf_count=770 13 32 41 105 144 107 internal_value=-0.000200602 -0.00131927 -0.000193425 -0.00169294 0.00115192 -0.00215189 internal_weight=36.613 35.8299 35.1967 34.5241 32.7386 29.9326 internal_count=1212 1199 1167 1126 1021 877 is_linear=0 shrinkage=0.1 Tree=455 num_leaves=7 num_cat=0 split_feature=5 4 2 0 0 4 split_gain=0.173088 1.00067 1.0635 1.47432 1.55186 2.79696 threshold=154.00000000000003 219.50000000000003 1.5000000000000002 0.066307500000000005 0.032998000000000006 149.00000000000003 decision_type=8 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.029457281872606947 -0.0043821472904453677 0.059228926401476256 -0.06069290511650316 0.086505644307995136 -0.082456273854469991 0.12077993457865027 leaf_weight=3.9172912459616764 32.336117222811936 3.1071136668324462 2.6297353692352763 2.0436837859451771 2.0980415232479572 1.8125378489494322 leaf_count=76 944 36 62 24 56 14 internal_value=-0.000207697 0.00844056 -0.00418256 0.0108715 -0.00887486 0.0180678 internal_weight=47.9445 15.6084 12.5013 9.87155 7.82787 5.72983 internal_count=1212 268 232 170 146 90 is_linear=0 shrinkage=0.1 Tree=456 num_leaves=7 num_cat=0 split_feature=19 0 4 5 21 6 split_gain=0.0191315 3.00681e-12 3.10673e-13 8.23126e-14 1.74997e-13 7.4051e-14 threshold=1.0000000180025095e-35 0.00019850000000000003 255.00000000000003 126.00000000000001 0.11311668870000001 118.72500894918325 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075006381577206863 -0.075006165785113488 -0.075001779921129663 -0.075001139279030446 -0.075003714595831716 -0.075002213826178138 -0.075001710895931384 leaf_weight=0.016907517856452614 0.0017413720624972475 0.0019291786279609377 0.0048194649565118652 0.0010144662383027025 0.0033187454246217385 0.0042779940362720481 leaf_count=16 69 150 553 34 76 314 internal_value=-0.000425125 -0.0750022 -0.0750018 -0.0750023 -0.0750026 -0.0750014 internal_weight=0.0340087 0.0171012 0.0153598 0.00626239 0.00433321 0.00909746 internal_count=1212 1196 1127 260 110 867 is_linear=0 shrinkage=0.1 Tree=457 num_leaves=7 num_cat=0 split_feature=15 14 16 11 16 3 split_gain=0.187676 0.246829 0.265256 0.186848 0.485448 0.308779 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.5000000000000009 1.0000000180025095e-35 82.000000000000014 decision_type=10 10 8 10 10 10 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.00014799675711605725 -0.077095532040372741 0.077894530245719573 0.069449896698518809 -0.080583245396951095 0.069106549244523599 -0.076728797088677914 leaf_weight=41.167391505790874 0.88413939956808341 0.15728354692691926 0.14357282890705403 0.31926523149013397 1.4432877319050019 0.1614234654698522 leaf_count=806 93 14 82 2 204 11 internal_value=0.000491898 -0.0387685 -0.0566229 0.00157154 0.0320313 0.0544365 internal_weight=44.2764 1.185 1.02771 43.0914 1.92398 1.60471 internal_count=1212 189 175 1023 217 215 is_linear=0 shrinkage=0.1 Tree=458 num_leaves=7 num_cat=0 split_feature=19 20 20 19 20 19 split_gain=0.690552 0.309146 0.942471 1.03692 0.641903 1.32632 threshold=0.91408863200000012 0.89041469205000012 0.85871487375000011 0.86773401080000012 0.79454162265000006 0.76768386320000015 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=0.00093746067428318841 -0.10785944437705951 0.050284218852959639 -0.11868977887805449 0.13183750183623807 0.054762768300436075 -0.092375180019249936 leaf_weight=29.562881315191138 0.58723598718643089 1.2518648579716671 0.65959127992391486 0.60416537523269553 1.9861370995640744 1.6059871613979328 leaf_count=1185 4 6 3 1 6 7 internal_value=-0.000300568 0.00147015 -0.0003053 0.00200771 -0.000358104 -0.00387051 internal_weight=36.2579 35.6706 34.4188 33.7592 33.155 31.1689 internal_count=1212 1208 1202 1199 1198 1192 is_linear=0 shrinkage=0.1 Tree=459 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 0 split_gain=0.156403 4.59699 0.584844 1.11229 1.18801 0.526199 threshold=0.030054500000000001 0.032998000000000006 0.0037905000000000005 163.00000000000003 109.00000000000001 0.037647000000000007 decision_type=8 8 10 10 10 8 left_child=2 -2 3 4 -1 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=0.021866538779959161 0.31956540901998287 -0.082542458385773482 -0.083789040570754217 0.065063042962046388 -0.086364672873878806 0.00017437277696139602 leaf_weight=2.0936656892299643 0.45112470119511172 0.78436058183433388 1.0270558129313938 1.7366498390429113 1.9670171169855164 39.432690778022334 leaf_count=22 5 25 146 23 52 939 internal_value=-0.000228816 0.00212197 -0.0142377 -0.00191603 -0.0305613 -0.00143887 internal_weight=47.4926 40.6682 6.82439 5.79733 4.06068 40.2171 internal_count=1212 969 243 97 74 964 is_linear=0 shrinkage=0.1 Tree=460 num_leaves=7 num_cat=0 split_feature=19 0 4 5 21 6 split_gain=0.0180849 2.3666e-12 2.50727e-13 6.66255e-14 1.34917e-13 5.80395e-14 threshold=1.0000000180025095e-35 0.00019850000000000003 255.00000000000003 126.00000000000001 0.14357116100000003 118.72500894918325 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075005998519984879 -0.075005715989450272 -0.075001647707290495 -0.075001052818682259 -0.075003314622266171 -0.075002020831654151 -0.075001579707911339 leaf_weight=0.016381190551328473 0.0015916445086077138 0.0017868218142211853 0.0044533480603661246 0.0011181611316715134 0.0028871604758933245 0.0039404684231385545 leaf_count=16 69 150 553 37 73 314 internal_value=0.00140971 -0.0750021 -0.0750016 -0.0750022 -0.0750024 -0.0750013 internal_weight=0.0321588 0.0157776 0.014186 0.00579214 0.00400532 0.00839382 internal_count=1212 1196 1127 260 110 867 is_linear=0 shrinkage=0.1 Tree=461 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 19 split_gain=0.19507 0.373825 0.542394 0.411803 0.604459 1.07682 threshold=0.89547868850000012 0.77990823500000006 0.2809201300000001 0.86773401080000012 0.49659266935000007 0.49277379045000008 decision_type=10 10 8 10 8 8 left_child=1 2 -1 4 -4 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=0.050185159843855257 0.036722241170523605 -0.054540380873092403 -0.040567478396686611 0.06619648990540776 0.13290335878039158 -0.0013649786613371148 leaf_weight=2.1270296455477364 1.4461888149380673 1.248180329799651 3.8924026358872652 0.87408620119094749 0.60809230804443359 33.677173366828356 leaf_count=31 10 9 28 6 6 1122 internal_value=0.000605877 -0.000625205 0.00100903 -0.00166944 -0.00322325 0.00101644 internal_weight=43.8732 42.427 41.1788 39.0518 38.1777 34.2853 internal_count=1212 1202 1193 1162 1156 1128 is_linear=0 shrinkage=0.1 Tree=462 num_leaves=7 num_cat=0 split_feature=5 6 3 0 0 3 split_gain=0.200455 0.40029 0.287044 0.357191 0.660059 0.655366 threshold=10863.500000000002 125.38956572919442 13.500000000000002 8.0202915000000008 0.059867500000000004 6.5000000000000009 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.002696291404323709 0.026363049726280386 -0.066937528336081825 -0.051714672834940002 -0.02097274273651116 -0.046788831720193824 0.063008225662136749 leaf_weight=24.310760146850505 2.6207660342024601 0.93301138136302952 1.0583678598632094 1.5421086007263505 3.0315936271217643 2.3380853468552232 leaf_count=420 122 65 70 45 459 31 internal_value=-0.000262726 -0.00236365 -0.000497279 0.00123887 -0.00279039 0.0296316 internal_weight=35.8347 33.2139 32.2809 31.2225 27.3424 3.88019 internal_count=1212 1090 1025 955 879 76 is_linear=0 shrinkage=0.1 Tree=463 num_leaves=7 num_cat=0 split_feature=5 10 0 0 4 2 split_gain=0.15309 0.265262 0.241221 1.45544 0.911777 0.805825 threshold=4550.0000000000009 35.000000000000007 0.16056050000000002 0.19793400000000003 343.00000000000006 3.5000000000000004 decision_type=10 8 10 8 8 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.00027776060762224494 -0.05826392030028054 0.052851573786435874 0.14271468019721364 -0.038842450720123142 0.021083129069418019 -0.061598937582774183 leaf_weight=30.407926967389358 1.004706818429439 0.27328429790213715 0.80050351965837485 3.5895419940352431 8.6754703339611297 2.2611900835017869 leaf_count=304 200 52 53 60 301 242 internal_value=-0.000366122 -0.0345031 0.000587788 0.0120717 0.003545 -0.00400503 internal_weight=47.0126 1.27799 45.7346 13.0655 12.265 32.6691 internal_count=1212 252 960 414 361 546 is_linear=0 shrinkage=0.1 Tree=464 num_leaves=7 num_cat=0 split_feature=19 0 4 5 21 6 split_gain=0.0171182 1.88899e-12 2.02374e-13 5.2543e-14 1.16437e-13 4.48738e-14 threshold=1.0000000180025095e-35 0.00019850000000000003 255.00000000000003 126.00000000000001 0.14357116100000003 118.72500894918325 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.07500585745200701 -0.075005303696580899 -0.075001535452182411 -0.07500097668836038 -0.075003106703367059 -0.075001861508280906 -0.075001459504443618 leaf_weight=0.01590960324392654 0.0014773146331208417 0.0016611603869023384 0.0040914086072234568 0.0010452392957631673 0.0026672834578675975 0.0036354258964763631 leaf_count=16 69 150 553 37 73 314 internal_value=0.00327834 -0.0750019 -0.0750015 -0.075002 -0.0750022 -0.0750012 internal_weight=0.0304874 0.0145778 0.0131005 0.00537368 0.00371252 0.00772683 internal_count=1212 1196 1127 260 110 867 is_linear=0 shrinkage=0.1 Tree=465 num_leaves=7 num_cat=0 split_feature=10 13 21 2 0 7 split_gain=0.193974 0.245627 0.18989 0.188412 0.523218 0.938142 threshold=30.500000000000004 49191.500000000007 0.14357116100000003 9.5000000000000018 2.7156310000000006 73.883603989971604 decision_type=10 10 8 10 8 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=0.039168655434948407 0.044434800225382071 -0.07034739210185037 -0.0023680519785976854 0.060962994352886851 -0.077376877024421142 0.030292130649192575 leaf_weight=1.2961454428586874 0.24566943041281664 0.77321490761823952 35.734378267719876 1.8443321303348046 1.1904617021791639 2.5272369635058567 leaf_count=16 105 104 589 282 29 87 internal_value=0.000448213 -0.0426716 0.00147971 0.000296789 0.0174176 -0.00418507 internal_weight=43.6114 1.01888 42.5926 41.2964 5.56203 3.7177 internal_count=1212 209 1003 987 398 116 is_linear=0 shrinkage=0.1 Tree=466 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 3 split_gain=0.205514 0.354248 0.220452 0.57853 0.377179 0.585597 threshold=59.000000000000007 63.000000000000007 0.0011060000000000002 114.00000000000001 126.00000000000001 3.5000000000000004 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=-0.075842769398171792 0.085608118938643396 0.04659522576824561 -0.078083366312962449 0.081831731969297758 -0.077367395261511665 0.0012382768879290306 leaf_weight=0.35585085731076915 0.48275502026080985 0.96026804934922338 0.9705292358994474 0.55721023678779502 0.97747830720618267 31.156598442499671 leaf_count=122 2 17 105 3 104 859 internal_value=-0.000229725 0.000536749 -0.000649448 -0.00199719 0.00026163 -0.00115281 internal_weight=35.4607 35.1048 34.6221 33.6618 32.6913 32.1341 internal_count=1212 1090 1088 1071 966 963 is_linear=0 shrinkage=0.1 Tree=467 num_leaves=7 num_cat=0 split_feature=21 20 21 19 19 20 split_gain=0.151305 0.884075 0.699043 0.521362 1.58295 0.665712 threshold=0.30468621685000002 0.46075395060000007 0.32816394200000004 0.73806720815000004 0.54531097095000014 0.31369619650000008 decision_type=8 10 8 10 10 8 left_child=1 -1 -2 4 5 -4 right_child=2 -3 3 -5 -6 -7 leaf_value=0.023193057836915443 0.093986696898020639 -0.059025896709676597 -0.063074324710760535 0.040135232637832155 -0.090502833936436697 0.004462861676302921 leaf_weight=2.7256369552769684 0.80617766827344894 2.5141457207500935 1.5246690642088649 2.9906619042158118 1.9701792113482941 34.138697236519874 leaf_count=29 3 14 9 10 11 1136 internal_value=-0.00024643 -0.0162571 0.00177847 -5.13752e-05 -0.00324492 0.00157553 internal_weight=46.6702 5.23978 41.4304 40.6242 37.6335 35.6634 internal_count=1212 43 1169 1166 1156 1145 is_linear=0 shrinkage=0.1 Tree=468 num_leaves=7 num_cat=0 split_feature=19 0 4 3 21 6 split_gain=0.0159565 1.50769e-12 1.60524e-13 4.22956e-14 7.35969e-14 3.60319e-14 threshold=1.0000000180025095e-35 0.00019850000000000003 255.00000000000003 1.5000000000000002 0.14357116100000003 118.72500894918325 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075005674715950446 -0.075004919088662789 -0.075001383664226595 -0.07500090183480955 -0.075002707640305977 -0.075001730740479292 -0.075001352573219743 leaf_weight=0.014993518198025413 0.0013701455122827619 0.0013756158468822832 0.0037609139258165669 0.0011213118809791922 0.0024697981007193448 0.0033563049751990093 leaf_count=16 69 144 553 43 73 314 internal_value=0.00406074 -0.0750018 -0.0750014 -0.0750019 -0.075002 -0.0750011 internal_weight=0.0284476 0.0134541 0.0120839 0.00496673 0.00359111 0.00711722 internal_count=1212 1196 1127 260 116 867 is_linear=0 shrinkage=0.1 Tree=469 num_leaves=7 num_cat=0 split_feature=15 16 0 0 0 0 split_gain=0.193732 0.225121 0.180347 1.29375 1.18063 1.16758 threshold=4.5000000000000009 2.0000000000000004 0.068115000000000023 0.059867500000000004 0.16056050000000002 0.19793400000000003 decision_type=10 10 8 10 8 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.00093986934386121584 -0.059943342903264599 0.067750436004855127 0.066249027471674146 -0.11653794685353232 -0.11481605692854674 0.0031793220625674305 leaf_weight=12.214789507183012 0.93199949909467139 0.16207135247532278 2.925363298738378 1.0153524205088604 0.86754537094384687 25.136094326269813 leaf_count=323 96 93 114 9 47 530 internal_value=0.000517338 -0.0410273 0.00159546 -0.00807601 0.00601853 -0.000757294 internal_weight=43.2532 1.09407 42.1591 13.2301 28.929 26.0036 internal_count=1212 189 1023 332 691 577 is_linear=0 shrinkage=0.1 Tree=470 num_leaves=7 num_cat=0 split_feature=19 20 20 19 20 19 split_gain=0.614513 0.260666 0.827946 0.950851 0.528957 1.18617 threshold=0.91408863200000012 0.89041469205000012 0.85871487375000011 0.86773401080000012 0.79454162265000006 0.76768386320000015 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=0.00084002800828109818 -0.10389400255693604 0.047341836361009346 -0.11428014892321776 0.12705843452927632 0.050354252468990349 -0.090673445878114281 leaf_weight=28.410740299675133 0.56394467502832313 1.189473770558833 0.62530693411826987 0.59577584266662498 1.9253270253539074 1.4906821697950352 leaf_count=1185 4 6 3 1 6 7 internal_value=-0.000356064 0.00134938 -0.000306008 0.00189212 -0.000450912 -0.00372221 internal_weight=34.8013 34.2373 33.0478 32.4225 31.8267 29.9014 internal_count=1212 1208 1202 1199 1198 1192 is_linear=0 shrinkage=0.1 Tree=471 num_leaves=7 num_cat=0 split_feature=19 19 0 8 3 0 split_gain=0.149212 0.712728 0.158023 0.762703 0.902443 0.51574 threshold=0.090384911050000016 0.14686382560000003 24.845167500000006 4.4954850976912946 5.5000000000000009 10.019682000000001 decision_type=8 8 10 10 8 10 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=0.035804539656118878 -0.089000472391056906 -0.00025287009470051841 -0.08145746801932198 0.082741871170964612 -0.058717065314403044 0.051088499659215164 leaf_weight=1.1219651891512965 0.90425169095396996 39.082543353606525 1.2475953893735998 1.0163313448429103 0.81073210854083311 2.0596851325826711 leaf_count=22 6 1025 35 6 79 39 internal_value=-0.000218423 -0.00111416 0.000683151 -0.021185 0.0199716 0.00231741 internal_weight=46.2431 45.1211 44.2169 3.07466 1.82706 41.1422 internal_count=1212 1190 1184 120 85 1064 is_linear=0 shrinkage=0.1 Tree=472 num_leaves=7 num_cat=0 split_feature=19 4 4 3 21 6 split_gain=0.0150586 1.18697e-12 1.29011e-13 3.82862e-14 6.46265e-14 2.73423e-14 threshold=1.0000000180025095e-35 126.00000000000001 255.00000000000003 1.5000000000000002 0.14357116100000003 118.72500894918325 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075005361966951969 -0.07500450605138255 -0.075001247460838555 -0.075000836874655433 -0.07500254849538579 -0.075001599570643562 -0.075001245742709485 leaf_weight=0.014499762066407129 0.0013007608827138037 0.0012389747525958228 0.0034690435426512067 0.0010481735457688046 0.0022764010432183568 0.0030946294417617537 leaf_count=16 74 141 553 41 73 314 internal_value=0.00577251 -0.0750016 -0.0750013 -0.0750017 -0.0750019 -0.075001 internal_weight=0.0269277 0.012428 0.0111272 0.00456355 0.00332457 0.00656367 internal_count=1212 1196 1122 255 114 867 is_linear=0 shrinkage=0.1 Tree=473 num_leaves=7 num_cat=0 split_feature=10 11 0 6 9 7 split_gain=0.178801 0.222307 0.173741 0.287403 0.496803 0.702633 threshold=30.500000000000004 12.500000000000002 43.150867500000011 119.88135117523494 7.2211966471054412 73.565496186226582 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=-0.00048267979989270737 -0.062320452844518939 0.076126797119017597 -0.038692814652613788 0.079776834677901157 -0.077112675780329515 0.029346144495826926 leaf_weight=36.002122287798556 0.80735819591791269 0.13543660461436957 1.0434376498451445 1.2478144112974394 0.78593993419781361 2.9356621517217718 leaf_count=777 173 36 29 31 21 145 internal_value=0.000636334 -0.0424319 0.00160276 0.00262899 0.0251722 0.00686383 internal_weight=42.9578 0.942795 42.015 40.9715 4.96942 3.7216 internal_count=1212 209 1003 974 197 166 is_linear=0 shrinkage=0.1 Tree=474 num_leaves=7 num_cat=0 split_feature=0 4 5 6 4 8 split_gain=0.189829 0.229292 0.296915 0.324957 0.275105 1.26089 threshold=60.179807500000003 56582.000000000007 10863.500000000002 125.38956572919442 6248.5000000000009 5.2557369634631668 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=0.0035949068095341916 0.050239731683471449 -0.063681028569371509 0.040393681697731582 -0.064851845460038443 0.028851954388851703 -0.063812584611538756 leaf_weight=24.697140397784789 0.72355856210924585 0.58328233275096764 1.6904247558868508 0.81747211865149338 2.8100663727964266 3.1262611977308543 leaf_count=406 13 32 89 59 188 425 internal_value=-0.000440073 -0.0015274 -0.000433509 -0.00262789 -0.000967405 -0.00397906 internal_weight=34.4482 33.7246 33.1414 31.4509 30.6335 27.8234 internal_count=1212 1199 1167 1078 1019 831 is_linear=0 shrinkage=0.1 Tree=475 num_leaves=7 num_cat=0 split_feature=7 0 4 0 0 0 split_gain=0.153254 0.575722 0.515309 0.45657 0.842175 0.456368 threshold=76.306935986487204 31.825229500000003 274.00000000000006 25.140853500000002 10.007090000000002 7.596486500000001 decision_type=10 10 10 10 10 10 left_child=3 2 -2 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.002557687601246101 0.055481019011774803 0.045352633305238421 -0.053888664427251536 -0.054832735455377347 0.069539972451296214 -0.055474042978305355 leaf_weight=36.531114364610403 0.50491752661764566 1.0974118327721951 2.9346976966699003 1.3829254826268869 1.8478217569063407 1.4073468867354666 leaf_count=724 5 11 304 100 37 31 internal_value=-0.000269793 -0.0177127 -0.0378338 0.00165249 0.00361586 0.00040497 internal_weight=45.7062 4.53703 3.43962 41.1692 39.7863 37.9385 internal_count=1212 320 309 892 792 755 is_linear=0 shrinkage=0.1 Tree=476 num_leaves=7 num_cat=0 split_feature=19 4 4 3 21 9 split_gain=0.0136911 9.47689e-13 1.02183e-13 2.91698e-14 4.483e-14 1.97776e-14 threshold=1.0000000180025095e-35 126.00000000000001 255.00000000000003 1.5000000000000002 0.16093797035000004 7.8397116616035101 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075004890558943285 -0.075004173783610906 -0.075001158065723106 -0.075000786211458934 -0.075002268076543643 -0.075001467135673544 -0.075001150692416654 leaf_weight=0.012966387206688523 0.0012054643511874028 0.0011489670046103129 0.0033905172657000548 0.0010780386223814276 0.0019866235138579214 0.0026541180744885651 leaf_count=16 74 141 529 44 70 338 internal_value=0.00461501 -0.0750015 -0.0750012 -0.0750016 -0.0750017 -0.0750009 internal_weight=0.0244301 0.0114637 0.0102583 0.00421363 0.00306466 0.00604464 internal_count=1212 1196 1122 255 114 867 is_linear=0 shrinkage=0.1 Tree=477 num_leaves=7 num_cat=0 split_feature=15 14 16 21 21 20 split_gain=0.181031 0.223097 0.205603 0.160284 0.344345 0.485614 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.89547868850000012 0.77990823500000006 0.85871487375000011 decision_type=10 10 10 10 10 10 left_child=3 2 -2 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.00027650607331676199 -0.077130402966479439 0.07753026474338387 0.068725936080153732 0.034321010510924052 -0.052651115277004792 0.070363872116320739 leaf_weight=37.76846237546124 0.78132037642353569 0.13803335867123678 0.11028676675050519 1.4512533023953427 1.1832743622362603 1.0151521340012539 leaf_count=996 93 14 82 10 9 8 internal_value=0.00064547 -0.0407737 -0.0590888 0.00167514 0.000489719 0.00211103 internal_weight=42.4478 1.02964 0.891607 41.4181 39.9669 38.7836 internal_count=1212 189 175 1023 1013 1004 is_linear=0 shrinkage=0.1 Tree=478 num_leaves=7 num_cat=0 split_feature=0 0 5 4 9 0 split_gain=0.188121 0.38216 0.540208 0.335329 0.474842 0.641576 threshold=0.00019850000000000003 0.0037905000000000005 114.00000000000001 126.00000000000001 5.6936226724332188 0.084130500000000011 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=-0.076437799563686321 0.04895374845076983 -0.077953435823526152 0.081056511277886503 -0.048315219568871332 0.050957176407512489 -0.002560000442841286 leaf_weight=0.32373549169596927 1.5318797170002643 0.91386848088586603 0.50276926159858959 2.0058027465129298 2.4494184548893854 26.209522869728971 leaf_count=72 25 155 3 124 124 709 internal_value=-0.000572608 0.000158064 -0.00217192 5.00836e-05 -0.00127807 0.002014 internal_weight=33.937 33.6133 32.0814 31.1675 30.6647 28.6589 internal_count=1212 1140 1115 960 957 833 is_linear=0 shrinkage=0.1 Tree=479 num_leaves=7 num_cat=0 split_feature=4 4 9 9 6 2 split_gain=0.154427 0.429534 0.230201 0.304803 0.667437 0.542084 threshold=4353.5000000000009 23996.500000000004 7.5456810564319428 6.3944237114723839 126.01722756410258 6.5000000000000009 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=-0.0010610685307670586 -0.074967848578645815 0.034463596005016327 0.034440915724074969 -0.068574262272897354 0.030505359246494057 0.052662769089076689 leaf_weight=36.919065193869756 0.90761447679710605 0.59305886266520258 1.9551871803682832 1.8345668127294623 1.0802309736609457 1.978826688369735 leaf_count=436 316 77 217 109 9 48 internal_value=-0.000178467 -0.0317211 0.000903038 -0.000665214 -0.0318551 0.00167199 internal_weight=45.2686 1.50067 43.7679 41.8127 2.9148 38.8979 internal_count=1212 393 819 602 118 484 is_linear=0 shrinkage=0.1 Tree=480 num_leaves=7 num_cat=0 split_feature=19 0 4 5 21 6 split_gain=0.0129332 7.72613e-13 8.33188e-14 1.86769e-14 3.02616e-14 1.59794e-14 threshold=1.0000000180025095e-35 0.00019850000000000003 255.00000000000003 126.00000000000001 0.19833634335000003 118.72500894918325 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.07500461940272192 -0.075003931025526285 -0.075001150815708489 -0.075000716154578873 -0.075002048849710845 -0.075001361291823943 -0.07500105583304531 leaf_weight=0.012579189889947884 0.0010940732413473606 0.0012125787723107351 0.0029514846658429406 0.0010331112480344018 0.0016828892612466007 0.0026091451959757705 leaf_count=16 69 150 553 46 64 314 internal_value=0.0064646 -0.0750014 -0.0750011 -0.0750015 -0.0750016 -0.0750009 internal_weight=0.0231625 0.0105833 0.00948921 0.00392858 0.002716 0.00556063 internal_count=1212 1196 1127 260 110 867 is_linear=0 shrinkage=0.1 Tree=481 num_leaves=7 num_cat=0 split_feature=10 16 2 0 7 8 split_gain=0.163221 0.195317 0.174956 0.466796 0.824254 0.382351 threshold=30.500000000000004 2.0000000000000004 9.5000000000000018 2.7156310000000006 73.883603989971604 4.8041795717335134 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=-0.0009939157682688196 -0.063621432018542368 0.067292058161223536 -0.080922318511803884 -0.077072260791857805 0.029910460374558936 0.077004861308775541 leaf_weight=36.129146565595875 0.71581926761427794 0.13554510712856427 0.17020490765571494 1.0357253737747671 2.3637380198342726 1.5436980088416019 leaf_count=605 116 93 1 29 87 281 internal_value=0.000561697 -0.0427788 0.00145637 0.0187692 -0.00268431 0.0613214 internal_weight=42.0939 0.851364 41.2425 5.11337 3.39946 1.7139 internal_count=1212 209 1003 398 116 282 is_linear=0 shrinkage=0.1 Tree=482 num_leaves=7 num_cat=0 split_feature=19 21 21 19 19 19 split_gain=0.548628 0.276998 0.888195 0.282541 0.981558 0.605656 threshold=0.91408863200000012 0.30468621685000002 0.32816394200000004 0.14686382560000003 0.39953208990000005 0.73806720815000004 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=0.022463534034057694 -0.10100272354801108 -0.11143069374902469 0.038610530762761303 -0.059489503994795023 0.036084181503084102 -0.0041315350088923734 leaf_weight=5.1680787721325032 0.53371861577033897 0.73212692141532898 1.7878755405545232 2.7020282708108425 4.7347546480596066 17.911731253814665 leaf_count=41 4 3 8 14 20 1122 internal_value=-0.000424775 0.0012001 -0.0027431 0.00018924 -0.00252068 0.00427646 internal_weight=33.5703 33.0366 27.8685 27.1364 25.3485 22.6465 internal_count=1212 1208 1167 1164 1156 1142 is_linear=0 shrinkage=0.1 Tree=483 num_leaves=7 num_cat=0 split_feature=5 10 6 9 9 7 split_gain=0.143281 0.227578 0.181887 0.172333 0.332371 0.329762 threshold=4550.0000000000009 35.000000000000007 84.083940775398517 7.5456810564319428 7.848168949681571 76.306935986487204 decision_type=10 10 10 10 10 8 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.00067419537023582924 0.046022204822902861 0.052558686009637659 -0.078600072132747181 0.081068647051779241 -0.061282680385259913 -0.013097638800295264 leaf_weight=41.812958958791569 0.13911624997854122 0.23142628854839131 0.74050717376894681 1.064067209139465 0.33419749473068794 0.57168716905289341 leaf_count=688 4 52 196 8 143 121 internal_value=-0.000212365 -0.0356762 -0.0588905 0.000687577 0.0295917 0.048158 internal_weight=44.894 1.11105 0.879623 43.7829 1.96995 1.63575 internal_count=1212 252 200 960 272 129 is_linear=0 shrinkage=0.1 Tree=484 num_leaves=7 num_cat=0 split_feature=19 0 4 5 21 6 split_gain=0.0121923 6.19319e-13 6.49264e-14 1.45838e-14 2.00029e-14 1.31757e-14 threshold=1.0000000180025095e-35 0.00019850000000000003 255.00000000000003 126.00000000000001 0.21995678085000001 118.72500894918325 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075004372354521565 -0.075003650496676122 -0.075001066756018517 -0.075000661600969742 -0.075001836484075796 -0.07500126276180101 -0.075000982781425043 leaf_weight=0.012158450641436502 0.0010159043686144295 0.001126545676470414 0.0027101107285716353 0.0010359922448515135 0.0014699968533022911 0.0024156631433527309 leaf_count=16 69 150 553 49 61 314 internal_value=0.00815488 -0.0750013 -0.075001 -0.0750014 -0.0750015 -0.0750008 internal_weight=0.0219327 0.00977421 0.00875831 0.00363253 0.00250599 0.00512577 internal_count=1212 1196 1127 260 110 867 is_linear=0 shrinkage=0.1 Tree=485 num_leaves=7 num_cat=0 split_feature=20 21 21 19 0 0 split_gain=0.166864 0.462772 0.310323 0.419502 0.345247 0.224818 threshold=0.48408422815000002 0.64326956145000014 0.30468621685000002 0.39953208990000005 47.407128000000007 24.845167500000006 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 5 -5 right_child=2 -3 3 4 -6 -7 leaf_value=0.048915631353145417 -0.038408273167105801 -0.013223139524594144 0.045460315234767866 -0.0020443461762477133 -0.035596998905803597 0.025027757497466337 leaf_weight=2.4235980594094144 2.1613967008888721 2.3710174821317196 1.9701766520738599 26.492511007279976 2.8052275788504621 3.4692087816074482 leaf_count=37 13 15 14 994 36 103 internal_value=0.000636984 0.018187 -0.00164347 0.00064409 -0.00205057 0.00109028 internal_weight=41.6931 4.79462 36.8985 34.7371 32.7669 29.9617 internal_count=1212 52 1160 1147 1133 1097 is_linear=0 shrinkage=0.1 Tree=486 num_leaves=7 num_cat=0 split_feature=0 2 8 4 4 8 split_gain=0.185951 0.206177 0.453309 0.383594 0.508819 0.452886 threshold=60.179807500000003 12.500000000000002 6.772835322586209 6248.5000000000009 7425.0000000000009 5.2557369634631668 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=0.0030575652278565634 0.050615688132791707 -0.060280192229633184 0.014856271356670872 0.093982729108404439 -0.019841675200010289 -0.036348422557225972 leaf_weight=24.242778066192052 0.69817665684968133 1.7355965074821136 1.4942675866195712 0.97627484425902245 0.65703568584285688 3.3153706476196012 leaf_count=421 13 192 152 10 50 374 internal_value=-0.000445432 -0.00154501 -0.025519 0.00110757 0.0481943 -0.00168315 internal_weight=33.1195 32.4213 3.22986 29.1915 1.63331 27.5581 internal_count=1212 1199 344 855 60 795 is_linear=0 shrinkage=0.1 Tree=487 num_leaves=7 num_cat=0 split_feature=5 6 4 4 0 2 split_gain=0.134377 0.190202 0.166389 1.67052 1.05537 0.775296 threshold=4550.0000000000009 84.083940775398517 219.50000000000003 267.00000000000006 0.10875250000000002 1.5000000000000002 decision_type=10 10 10 8 8 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.001952966182237281 0.053348696324692538 -0.056458335361089955 0.11510923134461555 -0.056368541706954517 0.013931023647888528 -0.050357929819930217 leaf_weight=26.736519998114094 0.19414325058460125 0.84137201939904571 1.3549498096108408 2.7569898278661631 9.4733234688210359 3.1690615471452466 leaf_count=256 7 245 6 215 413 70 internal_value=-0.000269149 -0.0358712 0.000578535 0.00975563 -0.00191609 -0.00359036 internal_weight=44.5264 1.03552 43.4908 13.5853 12.2303 29.9056 internal_count=1212 252 960 634 628 326 is_linear=0 shrinkage=0.1 Tree=488 num_leaves=7 num_cat=0 split_feature=19 0 4 6 7 5 split_gain=0.0115157 4.14108e-13 5.25873e-14 1.15363e-14 2.45312e-14 6.99072e-15 threshold=1.0000000180025095e-35 0.0011060000000000002 255.00000000000003 118.72500894918325 74.175813561605239 154.00000000000003 decision_type=8 8 10 10 10 8 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=0.075004263921677292 -0.075003106415370155 -0.075001086086046345 -0.075000614487330142 -0.075001290654282182 -0.075000625927960418 -0.075001391397148356 leaf_weight=0.011796175240306184 0.0010306203712389115 0.0011574726281651238 0.0024812946001731007 0.0010163030792682548 0.0012236181005960134 0.0021301822234818246 leaf_count=16 80 156 552 96 217 95 internal_value=0.00992484 -0.0750012 -0.075001 -0.0750008 -0.0750009 -0.0750013 internal_weight=0.0208357 0.00903949 0.00800887 0.00472122 0.00223992 0.00328765 internal_count=1212 1196 1116 865 313 251 is_linear=0 shrinkage=0.1 Tree=489 num_leaves=7 num_cat=0 split_feature=21 21 21 20 20 20 split_gain=0.175747 0.172381 0.267752 0.255127 0.295399 0.615351 threshold=0.14357116100000003 0.89547868850000012 0.77990823500000006 0.85871487375000011 0.48408422815000002 0.30022230360000007 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=0.03686132840441337 -0.0017424692436437137 0.033293186410755175 -0.05024615621407609 0.051531083278366724 -0.030664434329208012 0.067593382493457241 leaf_weight=1.2913813695413408 31.978760254205554 1.4447192400693882 1.1120569668710221 0.92082975059747596 3.2247414961457244 1.333362353965639 leaf_count=25 1126 10 9 7 24 11 internal_value=0.000551876 -0.000619934 -0.00189023 -0.000454621 -0.0017648 0.00103279 internal_weight=41.3059 40.0145 38.5698 37.4577 36.5369 33.3121 internal_count=1212 1187 1177 1168 1161 1137 is_linear=0 shrinkage=0.1 Tree=490 num_leaves=7 num_cat=0 split_feature=20 5 5 21 21 20 split_gain=0.175563 0.180977 0.28473 0.188672 0.795222 0.649277 threshold=0.15581312665000005 59.000000000000007 63.000000000000007 0.30468621685000002 0.32816394200000004 0.60478927825000006 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=-0.03916266400511062 -0.075732175877957136 0.083944487068832743 0.019305090571540499 -0.10779478099197493 0.0065864333533183286 -0.039464312830796808 leaf_weight=1.129837681452045 0.30478395835962402 0.41535457968712108 4.5901143383234739 0.70037262886762619 22.099082321103207 3.5540435016155234 leaf_count=25 121 2 22 3 1022 17 internal_value=-0.000428449 0.00095368 0.001699 0.000595028 -0.00266379 0.000206456 internal_weight=32.7936 31.6638 31.359 30.9436 26.3535 25.6531 internal_count=1212 1187 1066 1064 1042 1039 is_linear=0 shrinkage=0.1 Tree=491 num_leaves=7 num_cat=0 split_feature=19 19 19 20 20 19 split_gain=0.140013 0.628954 0.345027 0.493685 0.600148 0.911179 threshold=0.090384911050000016 0.14686382560000003 0.20868862815000003 0.79454162265000006 0.69808073965000006 0.86773401080000012 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=0.034972153871055386 -0.087501908606542403 0.069953958331441052 0.0017109059983342651 -0.047660786201577703 0.066882247830111374 -0.11326297111610995 leaf_weight=1.1033894462383385 0.82640810310840607 0.70506655052304268 37.374514627780627 2.1148504503071299 1.373156689107417 0.70224697887897392 leaf_count=22 6 3 1161 12 5 3 internal_value=-0.000202538 -0.00110311 0.000586051 -0.000590643 0.00193272 -0.000409549 internal_weight=44.1996 43.0962 42.2698 41.5648 39.4499 38.0768 internal_count=1212 1190 1184 1181 1169 1164 is_linear=0 shrinkage=0.1 Tree=492 num_leaves=7 num_cat=0 split_feature=19 4 4 6 7 21 split_gain=0.0108234 3.2933e-13 4.02846e-14 9.00278e-15 1.61102e-14 3.21813e-15 threshold=1.0000000180025095e-35 140.00000000000003 255.00000000000003 118.72500894918325 74.354796067228975 0.17844275080000002 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=0.075004106618681898 -0.075002820084161481 -0.075001277545999334 -0.07500056777727887 -0.075001143656121011 -0.075000586282519752 -0.075001068554092623 leaf_weight=0.011322986974846572 0.0010121394054749553 0.0015929332332689219 0.0023095557762218277 0.00100028268366259 0.0010768017449436229 0.0013707905754927197 leaf_count=16 105 157 553 108 206 67 internal_value=0.0112811 -0.0750011 -0.0750009 -0.0750007 -0.0750009 -0.0750012 internal_weight=0.0196855 0.0083625 0.00735036 0.00438664 0.00207708 0.00296372 internal_count=1212 1196 1091 867 314 224 is_linear=0 shrinkage=0.1 Tree=493 num_leaves=7 num_cat=0 split_feature=15 16 9 6 7 6 split_gain=0.164495 0.174484 0.159081 0.5119 0.572355 0.410778 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 92.018638466622647 73.565496186226582 83.360795883618621 decision_type=10 10 10 10 8 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.0030383312693026089 -0.059825749383484887 0.06723173019584841 0.10156836970178945 -0.044611980446107563 0.023501535434038927 -0.029686158228581946 leaf_weight=28.661023731314344 0.76412476124823925 0.12588897769455798 0.62415634957142074 1.6321066874079404 5.0534501246584114 4.428542925277724 leaf_count=500 96 93 42 36 371 74 internal_value=0.000671155 -0.041854 0.001608 0.0149591 0.00687337 -0.00134135 internal_weight=41.2893 0.890014 40.3993 7.30971 6.68556 33.0896 internal_count=1212 189 1023 449 407 574 is_linear=0 shrinkage=0.1 Tree=494 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 19 split_gain=0.175669 0.438446 0.444196 0.474498 0.96765 0.423775 threshold=0.76768386320000015 0.090384911050000016 0.14686382560000003 0.62152410415000003 0.21136375875000005 0.20868862815000003 decision_type=10 8 8 10 8 8 left_child=1 -1 -3 4 -4 -6 right_child=-2 2 3 -5 5 -7 leaf_value=-0.089156229014985933 -0.020659259668508418 0.05821072637149656 -0.103859682106787 0.034881514246704728 -0.091617986785751393 0.002040578602022447 leaf_weight=0.51549556556471998 3.7918659895658484 1.4300190508365629 0.9352424368262291 3.5839149355888358 0.49403964728116989 21.825098940491461 leaf_count=22 16 6 8 12 3 1145 internal_value=-0.000426792 0.00223855 0.00390521 0.00101166 -0.00420829 -3.25769e-05 internal_weight=32.5757 28.7838 28.2683 26.8383 23.2544 22.3191 internal_count=1212 1196 1174 1168 1156 1148 is_linear=0 shrinkage=0.1 Tree=495 num_leaves=7 num_cat=0 split_feature=21 21 20 20 19 19 split_gain=0.129994 0.853312 0.328751 0.595872 0.824803 0.555284 threshold=0.80522880530000018 0.68669899670000012 0.79454162265000006 0.69808073965000006 0.86773401080000012 0.76768386320000015 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=-0.00011214049506870048 0.019964462431958301 -0.089886691028162199 -0.038692311542727391 0.070602510027218096 -0.10940620560688637 0.063454039793315001 leaf_weight=34.531278396539392 2.9475037921220055 1.0704801492393006 2.0229730978608123 1.2490958832204331 0.67192550003528495 1.4311992749571789 leaf_count=1162 16 9 12 5 3 5 internal_value=-0.000319425 -0.00177846 0.000585018 0.00268242 0.000366601 0.0024176 internal_weight=43.9245 40.977 39.9065 37.8835 36.6344 35.9625 internal_count=1212 1196 1187 1175 1170 1167 is_linear=0 shrinkage=0.1 Tree=496 num_leaves=7 num_cat=0 split_feature=19 0 3 0 5 21 split_gain=0.0101917 2.17644e-13 3.04244e-14 9.66891e-15 9.50412e-15 7.27131e-15 threshold=1.0000000180025095e-35 0.0042115000000000008 3.5000000000000004 3.1553665000000004 4118.5000000000009 0.19833634335000003 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -4 -5 right_child=1 2 4 5 -6 -7 leaf_value=0.075003912673161768 -0.075002403455704331 -0.075000808965527146 -0.075000474635907116 -0.075001369307004739 -0.075000811856425362 -0.075001008471220668 leaf_weight=0.010938092920696363 0.0010274953333464501 0.0010821999733252596 0.0018314798061709325 0.0010247827860894176 0.0015372439086149825 0.0012272440599190304 leaf_count=16 91 202 501 77 261 64 internal_value=0.0128884 -0.075001 -0.0750008 -0.0750011 -0.0750006 -0.0750012 internal_weight=0.0186685 0.00773045 0.00670295 0.00333423 0.00336872 0.00225203 internal_count=1212 1196 1105 343 762 141 is_linear=0 shrinkage=0.1 Tree=497 num_leaves=7 num_cat=0 split_feature=21 20 21 21 19 19 split_gain=0.167072 0.161446 0.436319 0.245508 1.12457 0.530343 threshold=0.14357116100000003 0.69808073965000006 0.85846023185000009 0.64326956145000014 0.33633666740000007 0.91408863200000012 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=0.03610527880755398 0.10256451052342015 -0.024436185967191635 0.055041603863562494 -0.036941095620050511 -0.044909768645220775 0.0014904503506428159 leaf_weight=1.2904583179843028 1.0555105172097681 2.6222298741340628 1.4484365507960308 1.7993266917765129 2.6825347431004047 30.140590508541209 leaf_count=25 9 19 11 11 21 1116 internal_value=0.000693953 -0.000455693 0.00123804 -0.000946246 0.000965474 -0.0023017 internal_weight=41.0391 39.7486 37.1264 35.678 33.8786 32.8231 internal_count=1212 1187 1168 1157 1146 1137 is_linear=0 shrinkage=0.1 Tree=498 num_leaves=7 num_cat=0 split_feature=7 7 21 21 21 19 split_gain=0.167871 0.337439 0.192513 0.699423 0.424672 0.345633 threshold=82.432836039982377 78.999015316736262 0.30468621685000002 0.32816394200000004 0.17844275080000002 0.73806720815000004 decision_type=10 10 8 8 10 10 left_child=1 2 4 -4 -1 -5 right_child=-2 -3 3 5 -6 -7 leaf_value=-0.015575868823574951 -0.052198467650321878 0.043040758932187624 -0.10603059440048822 0.0014118071166294164 0.041463749238734526 -0.036718296851427967 leaf_weight=2.4066626863379952 0.61581631237640877 1.7619908846972965 0.67601554095745087 21.122257436130909 2.8521625809371471 2.6787682846188536 leaf_count=31 22 133 3 1001 12 10 internal_value=-0.000490425 0.000520522 -0.001999 -0.00572853 0.01536 -0.00287968 internal_weight=32.1137 31.4979 29.7359 24.477 5.25883 23.801 internal_count=1212 1190 1057 1014 43 1011 is_linear=0 shrinkage=0.1 Tree=499 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 19 split_gain=0.148976 0.313437 0.558839 0.358595 0.549492 0.406566 threshold=0.21995678085000001 0.090384911050000016 0.14686382560000003 0.38321934000000007 0.49277379045000008 0.57317364400000004 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=-0.020518412456271243 0.060042371802512297 -0.08604492895884007 0.031585232818710444 -0.063060630319980784 0.060492495875733243 -0.00089040524283478736 leaf_weight=3.3621522612127137 0.89105997234582901 0.73949082568287849 3.6398265510797501 1.3877410683780906 1.1162321865558622 32.381853337084976 leaf_count=37 4 6 14 10 5 1136 internal_value=-0.000298046 0.00139494 6.40315e-05 0.00171687 -0.00139945 0.00115501 internal_weight=43.5184 40.1562 39.2651 38.5257 34.8858 33.4981 internal_count=1212 1175 1171 1165 1151 1141 is_linear=0 shrinkage=0.1 Tree=500 num_leaves=6 num_cat=0 split_feature=19 5 3 5 0 split_gain=0.00957147 1.68303e-13 2.46188e-14 7.35588e-15 5.87074e-15 threshold=1.0000000180025095e-35 56.000000000000007 3.5000000000000004 4118.5000000000009 7.8329330000000006 decision_type=8 8 10 10 8 left_child=-1 -2 4 -4 -3 right_child=1 2 3 -5 -6 leaf_value=0.075003762173838098 -0.075002169060020218 -0.075000790783901344 -0.075000442279800822 -0.075000748479248563 -0.075001084759689654 leaf_weight=0.010491535023902543 0.0010082312251142858 0.0010476458734274274 0.0017323895256140531 0.0014339239129554926 0.0019322396935876895 leaf_count=16 114 190 506 262 124 internal_value=0.0141854 -0.075001 -0.0750008 -0.0750006 -0.075001 internal_weight=0.017646 0.00715443 0.0061462 0.00316631 0.00297989 internal_count=1212 1196 1082 768 314 is_linear=0 shrinkage=0.1 Tree=501 num_leaves=7 num_cat=0 split_feature=0 3 9 7 4 5 split_gain=0.147914 0.7492 0.872239 0.634826 0.907913 0.487723 threshold=4.6811795000000016 4.5000000000000009 6.7546378485238199 73.565496186226582 316.00000000000006 76.000000000000014 decision_type=10 10 10 8 10 10 left_child=1 5 -3 4 -2 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=0.006464021322186023 0.012928959838320467 0.094581413289627228 0.0034942983668940172 0.018167673546089294 -0.076844282964652066 -0.022279038450400062 leaf_weight=19.622687125811357 2.0448491424322102 1.8455199416785024 2.4428267246548785 3.9737389783549597 2.5085791748715565 8.4437677898895327 leaf_count=252 28 120 349 191 80 192 internal_value=0.000676868 0.00376483 0.0426943 -0.0110398 -0.036529 -0.0021833 internal_weight=40.882 32.3548 4.28835 8.52717 4.55343 28.0665 internal_count=1212 913 469 299 108 444 is_linear=0 shrinkage=0.1 Tree=502 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 3 split_gain=0.161616 0.270797 0.176123 0.797893 0.261019 0.662656 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 6.5000000000000009 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=-0.075680922153029295 0.083221144675526854 0.030593536197404927 -0.076868577478510072 -0.019244883553931835 -0.0021771308721160046 0.079198069769097337 leaf_weight=0.28342504407271718 0.38778370618820446 1.6837675170972968 1.3809947559660738 1.3576241634498303 25.364854146369908 1.3776567652821539 leaf_count=122 2 32 192 46 797 21 internal_value=-0.000504551 0.000170728 -0.000862665 -0.00265924 0.000987818 0.0303371 internal_weight=31.8361 31.5527 31.1649 29.4811 28.1001 2.73528 internal_count=1212 1090 1088 1056 864 67 is_linear=0 shrinkage=0.1 Tree=503 num_leaves=7 num_cat=0 split_feature=5 4 6 2 4 4 split_gain=0.129507 0.88917 0.865407 0.788149 0.618854 0.916894 threshold=154.00000000000003 219.50000000000003 77.772266788867952 1.5000000000000002 149.00000000000003 115.00000000000001 decision_type=8 10 8 10 10 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=0.0082729924062180504 -0.080976390629073608 0.058552420680530237 -0.00024665317080572221 -0.056864335778660936 0.038462919974516091 -0.08952965377308135 leaf_weight=4.3588565774261934 1.3960327453969537 2.7556394189596167 27.193017892328953 2.3140827883034936 3.9540558196604252 1.2287774265496407 leaf_count=69 50 36 894 62 56 45 internal_value=-0.000274512 0.00738422 -0.00418877 -0.00450881 0.00818862 -0.0132348 internal_weight=43.2005 14.6114 28.5891 11.8558 9.54169 5.58763 internal_count=1212 268 944 232 170 114 is_linear=0 shrinkage=0.1 Tree=504 num_leaves=7 num_cat=0 split_feature=20 4 4 9 20 5 split_gain=0.00886641 1.2695e-13 1.95777e-14 4.77374e-15 6.45317e-16 3.29814e-16 threshold=1.0000000180025095e-35 156.00000000000003 255.00000000000003 7.910724502427068 0.30022230360000007 997.00000000000011 decision_type=8 8 10 10 10 10 left_child=-1 -2 4 5 -3 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075003499256666509 -0.075001869416401093 -0.075001006599956482 -0.075000423247153669 -0.075000704959566858 -0.075000893517069622 -0.075000502584039244 leaf_weight=0.0098057078139390796 0.0011254922114858337 0.001014134900742647 0.0010271904765204454 0.001347328680026294 0.0010046428230907622 0.0010688110825469721 leaf_count=16 168 100 267 264 61 336 internal_value=0.0147247 -0.0750009 -0.0750007 -0.0750006 -0.075001 -0.0750005 internal_weight=0.0163933 0.0065876 0.00546211 0.00344333 0.00201878 0.002096 internal_count=1212 1196 1028 867 161 603 is_linear=0 shrinkage=0.1 Tree=505 num_leaves=7 num_cat=0 split_feature=10 13 9 9 7 6 split_gain=0.149466 0.18743 0.14647 0.413567 0.382151 0.350059 threshold=30.500000000000004 49191.500000000007 6.0966438103189775 6.7403507733948809 73.565496186226582 83.360795883618621 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=0.0026644246167595869 0.045287292434986443 -0.069897550847628095 0.082756599652051441 -0.036976742216440449 0.019897338614701741 -0.028007558243174233 leaf_weight=28.125592387092183 0.18501001928234373 0.59752871410455555 0.78782303747720916 1.5647391374222932 4.8227442943898495 4.2883156179450443 leaf_count=500 105 104 48 43 338 74 internal_value=0.000612915 -0.0426652 0.00146837 0.0143964 0.00596492 -0.00139344 internal_weight=40.3718 0.782539 39.5892 7.17531 6.38748 32.4139 internal_count=1212 209 1003 429 381 574 is_linear=0 shrinkage=0.1 Tree=506 num_leaves=7 num_cat=0 split_feature=20 21 21 20 20 19 split_gain=0.151347 0.180555 0.677642 0.523268 0.686397 0.756492 threshold=0.15581312665000005 0.30468621685000002 0.32816394200000004 0.60478927825000006 0.58816367370000011 0.76768386320000015 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=-0.037314718046790339 0.019647799877493766 -0.10376356912844803 0.0070774706648706227 -0.036115608044730206 0.11533736535144118 -0.088481760749316019 leaf_weight=1.0661544003777974 4.4408630235120654 0.64039746299386024 20.422823670203819 3.3963504396378985 0.56022989749908347 0.8634621798992147 leaf_count=25 22 3 1140 17 1 4 internal_value=-0.000283034 0.00101895 -0.00217726 0.000399933 0.00607679 0.00320118 internal_weight=31.3903 30.3241 25.8833 25.2429 21.8465 21.2863 internal_count=1212 1187 1165 1162 1145 1144 is_linear=0 shrinkage=0.1 Tree=507 num_leaves=7 num_cat=0 split_feature=5 10 0 0 0 0 split_gain=0.124417 0.20823 0.170072 2.84432 0.990411 0.882023 threshold=4550.0000000000009 35.000000000000007 0.066307500000000005 0.071817000000000006 0.10875250000000002 0.03899650000000001 decision_type=10 10 10 8 8 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.0018199240097212428 -0.060024908249577839 0.050809077785939127 0.22270341858071105 -0.081184690447918345 0.0087553702662385626 -0.057962914888084763 leaf_weight=24.409785878106963 0.76663899785807998 0.21763078280491754 0.59817996527999362 1.3559790576246076 12.613737008308817 2.7454691363891461 leaf_count=354 200 52 8 56 473 69 internal_value=-0.000377015 -0.0355185 0.000451991 0.00916879 2.52831e-05 -0.00422428 internal_weight=42.7074 0.98427 41.7232 14.5679 13.9697 27.1553 internal_count=1212 252 960 537 529 423 is_linear=0 shrinkage=0.1 Tree=508 num_leaves=5 num_cat=0 split_feature=19 4 4 9 split_gain=0.00820909 1.00314e-13 1.57626e-14 3.6169e-15 threshold=1.0000000180025095e-35 156.00000000000003 255.00000000000003 7.910724502427068 decision_type=8 8 10 10 left_child=-1 -2 -3 -4 right_child=1 2 3 -5 leaf_value=0.075003319733391693 -0.075001730257952745 -0.075000881669137598 -0.075000430209536534 -0.075000649261596108 leaf_weight=0.0091213206469547004 0.0010401779977655687 0.0018722105726283189 0.0019318185633423468 0.0012359845449765317 leaf_count=16 168 161 603 264 internal_value=0.0150057 -0.0750008 -0.0750007 -0.0750005 internal_weight=0.0152015 0.00608019 0.00504001 0.0031678 internal_count=1212 1196 1028 867 is_linear=0 shrinkage=0.1 Tree=509 num_leaves=7 num_cat=0 split_feature=7 7 7 6 5 0 split_gain=0.147395 0.223535 0.35125 0.205756 0.656013 0.955593 threshold=83.63472603049955 78.999015316736262 76.620775124742622 84.310810862122921 154.00000000000003 4.6811795000000016 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=-0.0024453331365223208 0.039788124819952989 -0.042231793142380562 0.057391152350688014 -0.014394400577341412 0.085625128101454187 -0.016486178737088724 leaf_weight=24.7571817166172 0.93931765598244865 1.2311780899763096 1.0757012406538695 8.3411592343472858 2.1656530522886892 1.5888864099979398 leaf_count=332 12 143 131 382 161 51 internal_value=0.000642126 -0.000296861 0.00106436 -0.000579762 0.00346174 0.0424126 internal_weight=40.0991 39.1598 37.9286 36.8529 28.5117 3.75454 internal_count=1212 1200 1057 926 544 212 is_linear=0 shrinkage=0.1 Tree=510 num_leaves=7 num_cat=0 split_feature=0 2 4 4 4 3 split_gain=0.152203 0.193212 0.31061 0.429623 0.392203 0.575072 threshold=60.179807500000003 12.500000000000002 6248.5000000000009 7425.0000000000009 2306.5000000000005 6.5000000000000009 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.004396974380178385 0.046934280611748189 -0.025366808712468943 0.090628754559153202 -0.019640431008118416 -0.072397282605528746 0.043809186098118021 leaf_weight=22.434629882391523 0.66829618043266137 3.0085280451057761 0.87472744286060211 0.59276404953561734 0.75135393512573401 2.7814841087956657 leaf_count=530 13 344 10 50 112 153 internal_value=-0.000273316 -0.00130962 0.0013285 0.0460877 -0.00120096 0.000920446 internal_weight=31.1118 30.4435 27.435 1.46749 25.9675 25.2161 internal_count=1212 1199 855 60 795 683 is_linear=0 shrinkage=0.1 Tree=511 num_leaves=7 num_cat=0 split_feature=4 4 9 9 8 8 split_gain=0.112965 0.369299 0.189084 0.267308 0.614 0.49326 threshold=4534.0000000000009 23996.500000000004 7.5456810564319428 6.3944237114723839 4.9730584419606556 5.2927476730057128 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=-0.0023362683786164232 -0.077312526534622839 0.035272482361838872 0.032348021464846222 0.063384617907677632 -0.056163833606276053 0.038783212841695829 leaf_weight=33.583556091721221 0.70295230780339912 0.49758330592885625 1.7801685761110082 0.54011343466117923 2.0999731433112174 3.1948233012808478 leaf_count=410 310 77 223 4 114 74 internal_value=-0.000412117 -0.0306497 0.00046901 -0.000970671 -0.0317064 0.00123565 internal_weight=42.3992 1.20054 41.1986 39.4185 2.64009 36.7784 internal_count=1212 387 825 602 118 484 is_linear=0 shrinkage=0.1 Tree=512 num_leaves=5 num_cat=0 split_feature=19 4 4 9 split_gain=0.0075867 7.66952e-14 1.06061e-14 3.09561e-15 threshold=1.0000000180025095e-35 164.50000000000003 255.00000000000003 7.910724502427068 decision_type=8 8 10 10 left_child=-1 -2 -3 -4 right_child=1 2 3 -5 leaf_value=0.075003042326040562 -0.07500150884074544 -0.07500080303419708 -0.075000395965128114 -0.075000606921448873 leaf_weight=0.0084392182543524541 0.0011494130649225562 0.0015615842264651292 0.0017490978117749023 0.0011549709195719515 leaf_count=16 187 142 603 264 internal_value=0.0150725 -0.0750008 -0.0750006 -0.0750005 internal_weight=0.0140543 0.00561507 0.00446565 0.00290407 internal_count=1212 1196 1009 867 is_linear=0 shrinkage=0.1 Tree=513 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 0 split_gain=0.134198 1.66411 0.88636 0.564757 1.29291 1.734 threshold=0.068115000000000023 0.064953000000000025 0.10875250000000002 156.00000000000003 0.032998000000000006 3.2000000000000005e-05 decision_type=8 10 8 10 10 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=0.079515831434856216 0.076314570269870485 -0.15002225669520594 -6.447396788807148e-05 -0.023084751502914558 0.083077576408404241 -0.055270527402763864 leaf_weight=1.4229863178916238 1.6160160131985346 0.77424650453031141 25.40377209430153 5.2559519555434235 2.2144077233970165 2.898852052167058 leaf_count=57 60 9 797 205 56 28 internal_value=0.000532953 -0.00800466 0.00450365 0.00131987 0.0209442 -0.0108915 internal_weight=39.5862 12.5664 27.0198 11.7922 6.53625 4.32184 internal_count=1212 355 857 346 141 85 is_linear=0 shrinkage=0.1 Tree=514 num_leaves=7 num_cat=0 split_feature=7 7 7 0 0 13 split_gain=0.153358 0.238659 0.174876 0.285158 0.255717 0.313793 threshold=82.432836039982377 78.999015316736262 74.755693581310894 40.666326000000005 47.407128000000007 49193.500000000007 decision_type=10 10 10 10 10 8 left_child=1 2 3 -1 5 -4 right_child=-2 -3 4 -5 -6 -7 leaf_value=-0.00061644751992273204 -0.051075130199629185 0.037602987421104919 0.03779386822080965 0.064723085486393647 0.076520257431220734 -0.051182201880320057 leaf_weight=25.039140199329509 0.58341516926884551 1.6552953665086523 0.48980973264951899 0.68623969377949734 0.22700683819130052 2.0776660037909096 leaf_count=721 22 133 50 17 6 263 internal_value=-0.000293603 0.000688221 -0.00145431 0.00112652 -0.0252129 -0.0342078 internal_weight=30.7586 30.1752 28.5199 25.7254 2.79448 2.56748 internal_count=1212 1190 1057 738 319 313 is_linear=0 shrinkage=0.1 Tree=515 num_leaves=7 num_cat=0 split_feature=5 5 0 2 0 8 split_gain=0.113029 0.586779 0.957251 0.792785 1.01823 0.690416 threshold=76.000000000000014 154.00000000000003 0.034740000000000007 1.5000000000000002 0.056560500000000007 2.3249735497432957 decision_type=10 10 10 10 10 8 left_child=-1 2 -2 4 -4 -3 right_child=1 5 3 -5 -6 -7 leaf_value=-0.0046152914776574887 0.10866644051410684 -0.085796547589646416 -0.083051382757703004 0.061729555682860607 0.044091732881807372 0.00066843025015220366 leaf_weight=24.78746694626534 1.2760505434125686 1.0113756497958064 1.3949887752532961 1.7551880246028302 1.1484444811940191 10.626813125966521 leaf_count=261 15 27 35 25 14 835 internal_value=-0.000292346 0.00593293 0.0326104 0.010033 -0.025642 -0.0068455 internal_weight=42.0003 17.2129 5.57467 4.29862 2.54343 11.6382 internal_count=1212 951 89 74 49 862 is_linear=0 shrinkage=0.1 Tree=516 num_leaves=5 num_cat=0 split_feature=19 4 4 9 split_gain=0.0070304 6.85242e-14 8.86964e-15 2.35966e-15 threshold=1.0000000180025095e-35 164.50000000000003 255.00000000000003 7.910724502427068 decision_type=8 8 10 10 left_child=-1 -2 -3 -4 right_child=1 2 3 -5 leaf_value=0.075002968300777295 -0.075001451402464475 -0.07500074646335543 -0.075000362569891232 -0.075000554698924637 leaf_weight=0.007902548743004445 0.0010522476254664079 0.0014471909257736115 0.0016067338253549224 0.0010614390214414016 leaf_count=16 187 142 603 264 internal_value=0.0156953 -0.0750007 -0.0750005 -0.0750004 internal_weight=0.0130702 0.00516761 0.00411536 0.00266817 internal_count=1212 1196 1009 867 is_linear=0 shrinkage=0.1 Tree=517 num_leaves=7 num_cat=0 split_feature=15 14 2 4 2 4 split_gain=0.138062 0.164006 0.139334 0.959784 0.688256 0.703465 threshold=4.5000000000000009 3.5000000000000004 3.5000000000000004 219.50000000000003 1.5000000000000002 164.50000000000003 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.0025823662034203205 -0.057911336946305528 0.076552146682334565 0.010515479019307473 -0.058915990642599197 -0.016371050340223528 0.085182272604810622 leaf_weight=20.95156524213963 0.69967282805009645 0.10422118776477873 11.654167770793718 2.7170485300011924 1.0618883222341531 1.9072273094207046 leaf_count=256 175 14 660 37 18 52 internal_value=0.000534688 -0.0404788 0.00139572 -0.00259423 0.00380312 0.0488623 internal_weight=39.0958 0.803894 38.2919 26.6377 23.9207 2.96912 internal_count=1212 189 1023 363 326 70 is_linear=0 shrinkage=0.1 Tree=518 num_leaves=7 num_cat=0 split_feature=0 5 3 4 9 0 split_gain=0.15544 0.488606 0.347637 0.290769 0.431268 0.428164 threshold=0.0037905000000000005 114.00000000000001 1.5000000000000002 126.00000000000001 5.6936226724332188 0.084130500000000011 decision_type=8 8 8 8 8 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.054889922502968203 -0.077979784916804532 0.080312676883757789 -0.061094586833869084 -0.049991128042943506 0.04666167820446307 -0.0016826557223353173 leaf_weight=1.2227934672408787 0.8249025375116642 0.4448013305664088 0.3276679534427559 1.6995170894078935 1.9831585905762974 24.030857309116982 leaf_count=80 155 3 17 124 124 709 internal_value=-0.000470338 -0.00212059 0.0303782 0.00010172 -0.00118566 0.00200284 internal_weight=30.5337 28.9832 1.55046 28.1583 27.7135 26.014 internal_count=1212 1115 97 960 957 833 is_linear=0 shrinkage=0.1 Tree=519 num_leaves=7 num_cat=0 split_feature=0 0 0 6 0 0 split_gain=0.123974 2.6398 0.520318 0.562913 0.439061 0.610793 threshold=0.030054500000000001 0.032998000000000006 0.00019850000000000003 109.1549760003354 0.037647000000000007 0.03899650000000001 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=0.0070624468127560101 0.21548694680041114 -0.08140422380058579 -0.080868126671668039 0.061693820248597486 0.086596502101879344 -0.0018960169293243683 leaf_weight=3.9918791865311496 0.57027589849769711 0.67290571822377288 1.5974576989674458 0.33506490859758731 0.79851803928613563 33.589889719340874 leaf_count=72 5 25 97 74 7 932 internal_value=-0.000162384 0.00206478 -0.0135574 -0.0561504 -0.00140655 0.000158829 internal_weight=41.556 35.6316 5.9244 1.93252 35.0613 34.3884 internal_count=1212 969 243 171 964 939 is_linear=0 shrinkage=0.1 end of trees feature_importances: duration=487 bytes_in=381 feature1=380 feature3=290 client_ciphers_count=250 bytes_out=187 total_entropy=171 num_pkts_out=160 feature2=160 byte_dist_std=146 byte_dist_mean=117 entropy=110 num_pkts_in=94 supported_groups_count=62 server_cipher=42 ec_point_formats_count=37 client_extensions_count=23 server_extensions_count=12 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:[] _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(K a?Rh6h6 ?Rh6h?Rh6hn?Rh6h;.?Rh6h?Rh6h6CR?Rh6h