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] [0:301983] [0:141.38235294117646] [0:87.181892896286612] [0:7.7821577747241877] [0:7.999164527374381] [0:64] [0:26] [0:0] [0:52392] [0:6] [0:26] [0:3] [0:771] [0:771] [0:0.9967765623] [0:0.99771921929999996] [0:0.97435084660000004] tree_sizes=461 856 848 854 912 866 867 873 900 872 869 876 903 871 882 869 900 876 872 871 904 879 880 879 903 871 876 879 901 877 875 876 907 879 875 876 906 883 877 875 908 875 873 873 901 875 880 876 905 870 881 876 902 885 886 874 903 878 885 880 908 879 879 877 906 882 884 876 910 881 890 881 908 879 880 879 910 881 882 881 908 880 874 871 907 878 885 881 907 878 884 886 908 878 875 877 907 884 874 881 905 881 882 882 906 880 879 890 906 880 878 886 911 880 885 891 908 885 882 880 906 884 881 878 912 876 879 889 913 883 875 882 910 878 882 875 910 878 880 890 911 880 874 881 908 880 889 879 908 879 877 878 906 885 877 898 910 883 878 883 910 885 887 883 906 878 892 882 910 886 884 878 911 890 885 893 913 884 883 886 911 883 890 884 914 883 883 880 916 881 891 893 914 891 883 880 911 883 876 880 916 880 896 877 913 895 894 895 913 889 888 879 914 888 882 885 914 893 893 893 918 879 888 893 918 891 889 881 920 886 899 886 919 887 880 882 918 887 891 884 921 892 884 883 922 900 894 894 917 881 891 895 922 897 892 882 924 882 887 883 920 894 884 900 920 893 890 894 924 890 893 881 926 898 890 896 925 880 884 899 925 889 889 898 925 896 893 897 926 879 891 886 929 898 895 881 928 886 888 893 926 903 887 880 926 895 888 901 929 889 890 889 926 898 891 893 931 882 888 889 932 900 888 874 927 884 882 901 932 893 891 883 931 887 883 899 933 900 889 885 935 892 889 882 935 880 900 881 934 896 894 893 933 889 894 903 934 883 896 901 934 898 894 897 937 892 897 884 933 903 901 900 937 901 903 893 939 881 903 902 937 902 891 891 936 885 903 899 937 898 885 900 939 890 893 881 941 890 889 883 940 885 893 882 939 893 892 883 939 900 897 901 940 884 899 883 938 886 891 887 946 896 891 896 945 891 907 903 939 889 896 894 941 894 896 889 942 903 902 892 946 894 899 879 949 892 906 902 947 901 898 900 950 906 905 890 948 894 905 904 945 904 897 891 947 888 902 902 945 891 892 896 946 885 892 884 946 894 895 888 947 893 889 884 946 907 896 886 942 891 904 904 943 898 901 899 947 890 898 905 947 896 899 891 946 885 904 902 718 889 893 892 716 904 895 885 717 896 896 900 719 895 898 896 718 882 896 890 611 906 904 890 612 904 906 903 493 898 898 883 493 891 902 886 492 894 898 885 493 892 904 892 493 887 900 883 493 893 906 887 492 902 904 886 493 904 896 893 374 892 901 890 378 887 893 900 378 896 890 888 378 896 894 891 378 897 900 895 375 885 905 894 377 896 897 896 378 895 894 900 485 896 893 903 375 907 906 902 376 899 892 907 372 899 905 889 375 906 901 905 375 899 895 893 376 888 902 892 375 892 902 891 375 895 897 893 375 906 906 893 378 907 902 908 377 907 903 889 376 892 901 905 377 905 908 908 376 912 896 894 377 893 904 907 373 896 906 887 227 896 897 894 376 911 903 904 377 909 896 903 376 906 903 890 373 902 908 911 376 906 896 897 377 899 894 903 376 894 905 904 378 891 909 886 373 903 907 893 227 890 902 892 227 895 894 906 227 888 903 905 373 901 904 898 373 907 903 892 374 904 900 904 375 891 896 897 375 904 905 909 227 901 900 901 227 905 905 895 227 903 901 911 227 900 901 894 227 910 897 910 371 897 907 896 380 908 898 899 379 900 900 900 377 889 909 894 380 889 898 895 380 894 899 906 374 904 905 910 374 886 900 892 374 905 895 896 227 909 902 897 227 904 907 903 227 909 904 913 371 912 898 902 375 903 908 894 379 891 907 896 374 908 908 894 375 905 905 897 227 888 902 893 227 892 903 898 227 910 903 900 227 909 902 905 374 893 900 901 227 910 905 898 375 892 898 896 227 914 898 897 227 908 897 900 Tree=0 num_leaves=3 num_cat=0 split_feature=19 0 split_gain=909.75 2.84217e-14 threshold=1.0000000180025095e-35 60.010992000000009 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=-1.0862943514445775 -1.4862943407521043 -1.4862943407521043 leaf_weight=75.812502384185791 220.02393212169409 7.4135688543319693 leaf_count=17 1180 16 internal_value=-1.38629 -1.48629 internal_weight=303.25 227.438 internal_count=1213 1196 is_linear=0 shrinkage=1 Tree=1 num_leaves=7 num_cat=0 split_feature=20 0 0 2 6 0 split_gain=116.224 273.253 55.7102 40.162 50.9229 19.8222 threshold=0.91726667690000008 2.7156310000000006 0.0080415000000000018 6.5000000000000009 84.576699671557861 5.1500000000000012e-05 decision_type=8 10 10 10 10 10 left_child=-1 2 5 4 -4 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-1.4747676883553036 -1.235975586050206 -1.4508516936484568 -1.1423414455044318 -1.1094000002311897 -1.3988891476159093 -1.427318355966591 leaf_weight=99.676560260355473 8.7625360116362589 109.0383773073554 16.803191587328914 40.461050674319267 14.339958280324934 14.1683292388916 leaf_count=95 70 324 171 443 60 50 internal_value=-1.38629 -1.34297 -1.21855 -1.17511 -1.26047 -1.3542 internal_weight=303.25 203.573 94.5351 71.6042 31.1431 22.9309 internal_count=1213 1118 794 674 231 120 is_linear=0 shrinkage=1 Tree=2 num_leaves=7 num_cat=0 split_feature=0 9 8 4 5 3 split_gain=157.529 121.433 45.4444 39.8731 43.9085 28.2367 threshold=2.7156310000000006 7.9437010385145879 5.1998592407613584 24291.500000000004 16929.000000000004 5.5000000000000009 decision_type=8 10 10 10 10 8 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=-1.45030238474504 -1.4412517486349228 -1.1081158842521208 -1.4573505218563687 -1.4640820693907013 -1.1478144402591164 -1.2652884209145563 leaf_weight=169.53713380545378 12.315565191209314 30.314597062766552 38.331129483878613 8.3245927989482897 9.2869461104273778 35.140038907527924 leaf_count=806 58 81 97 34 29 108 internal_value=-1.38629 -1.30514 -1.37637 -1.17764 -1.29731 -1.31095 internal_weight=303.25 133.713 85.7867 47.9261 17.6115 47.4556 internal_count=1213 407 263 144 63 166 is_linear=0 shrinkage=1 Tree=3 num_leaves=7 num_cat=0 split_feature=0 10 9 8 2 8 split_gain=163.383 105.552 127.487 68.4963 58.8038 41.5672 threshold=4.9672220000000005 35.000000000000007 7.3929686375397736 4.4954850976912946 5.5000000000000009 6.0124073458263707 decision_type=8 10 10 10 10 8 left_child=4 2 3 -2 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-1.3885678277695364 -1.3298473760076537 -1.0862943493218071 -1.4728497350097547 -1.1140145931046261 -1.4806696366303638 -1.1177371043263937 leaf_weight=38.547165654599667 38.526337899267673 19.777174115180969 42.028844438493252 23.779535882174969 133.94719453901052 6.6437508314847937 leaf_count=290 142 42 142 53 525 19 internal_value=-1.38629 -1.29811 -1.33826 -1.24747 -1.44739 -1.34875 internal_weight=303.25 124.112 104.335 62.3059 179.138 45.1909 internal_count=1213 379 337 195 834 309 is_linear=0 shrinkage=1 Tree=4 num_leaves=7 num_cat=0 split_feature=19 0 3 3 10 6 split_gain=664.061 0.00258669 0.00114729 0.00111425 0.000745998 0.000708164 threshold=1.0000000180025095e-35 0.0080415000000000018 2.5000000000000004 1.0000000180025095e-35 32.000000000000007 84.576699671557861 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=0.22853083435418586 -0.097423374725103928 -0.098199054931342178 -0.099054355291987514 -0.096463324676847054 -0.096257874896379755 -0.096926302102899306 leaf_weight=89.147018432617188 15.067802757024767 4.9842702448368064 6.0425968915224066 48.562068723142147 33.643726229667664 103.34891178458929 leaf_count=17 83 11 32 346 154 570 internal_value=-0.000409812 -0.0968399 -0.0978902 -0.0967236 -0.0966839 -0.0967783 internal_weight=300.796 211.649 21.1104 190.539 185.555 151.911 internal_count=1213 1196 115 1081 1070 916 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=7 num_cat=0 split_feature=21 0 0 5 4 2 split_gain=94.7533 197.935 37.1491 22.1018 20.7543 19.4283 threshold=0.88726092775000021 2.7156310000000006 0.0053650000000000008 59.000000000000007 149.00000000000003 6.5000000000000009 decision_type=8 8 10 10 8 10 left_child=-1 2 3 4 -2 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=-0.085207470591142878 0.2314532208262442 -0.059058954526401711 0.10630666234807909 -0.078934635807897099 -0.10568593346848501 0.2043520053303361 leaf_weight=90.927822381258011 6.2050935924053201 106.13086392730474 34.082878336310387 11.358061909675596 2.5873184204101571 49.655925035476685 leaf_count=89 61 335 236 30 5 457 internal_value=6.98411e-05 0.0369905 0.135112 0.0132107 0.132244 0.164446 internal_weight=300.948 210.02 103.889 20.1505 8.79241 83.7388 internal_count=1213 1124 789 96 66 693 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=7 num_cat=0 split_feature=0 9 8 3 4 5 split_gain=124.069 81.4016 35.4007 23.4867 23.3185 30.7944 threshold=2.7156310000000006 7.9437010385145879 5.1998592407613584 6.5000000000000009 24291.500000000004 16929.000000000004 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=-0.059679914539215943 0.026178226947486435 0.21293058628833222 -0.066691558312514457 0.19004034894581903 -0.074576925048357168 0.18564597472550168 leaf_weight=160.83010151237249 38.722811229526997 35.400528758764267 36.148640938103199 11.29960200935602 7.9318142533302334 10.658423475921152 leaf_count=806 141 81 97 25 34 29 internal_value=0.000255679 0.0690294 0.0087067 0.0631932 0.165306 0.0746178 internal_weight=300.992 140.162 86.1711 50.0224 53.9908 18.5902 internal_count=1213 407 263 166 144 63 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=7 num_cat=0 split_feature=0 9 10 2 0 8 split_gain=128.659 68.7512 58.678 51.0437 41.9538 28.8046 threshold=4.9672220000000005 7.9324736888346079 35.000000000000007 5.5000000000000009 19.409948500000002 6.0124073458263707 decision_type=8 8 8 10 10 8 left_child=3 4 -3 5 -2 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.0026921357140697252 0.19124100966469282 -0.091374936940677082 0.097610653335120701 -0.090581222630335745 -0.0012025208132088283 0.20946394653269237 leaf_weight=38.640481054782867 50.218342810869217 33.005755923688412 32.712559185922146 124.09464083611965 14.628101512789724 7.6698207333683959 leaf_count=290 105 116 96 525 62 19 internal_value=8.40371e-05 0.0747783 0.00269629 -0.0571469 0.147829 0.0324447 internal_weight=300.97 130.565 65.7183 170.405 64.8464 46.3103 internal_count=1213 379 212 834 167 309 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=7 num_cat=0 split_feature=19 0 5 0 2 13 split_gain=516.682 0.00677033 0.00276851 0.00258493 0.00175229 0.00247026 threshold=1.0000000180025095e-35 0.0080415000000000018 59.000000000000007 18.636041000000002 6.5000000000000009 4865.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.18797322050163112 -0.094332964554632137 -0.09408550634287316 -0.096800614830804196 -0.094652579582385654 -0.093555177841176632 -0.096765599717305598 leaf_weight=96.95815896987915 6.9770123958587673 31.035887248814106 13.05131872743368 45.220521435141563 96.066763088107109 3.8676526248455039 leaf_count=17 66 252 49 207 613 9 internal_value=-0.000880237 -0.0941988 -0.095941 -0.0940007 -0.0937757 -0.0943825 internal_weight=293.177 196.219 20.0283 176.191 130.97 34.9035 internal_count=1213 1196 115 1081 874 261 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=7 num_cat=0 split_feature=13 0 7 0 10 0 split_gain=82.7836 94.6674 37.7043 33.8442 27.1184 22.7162 threshold=50796.000000000007 2.7156310000000006 73.492879307441498 0.0046810000000000003 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=-0.069741365130793501 0.0057167426667672902 -0.061455175375412507 0.22885669334504072 0.15740114720952228 0.094798810138205139 -0.095961082873000175 leaf_weight=126.4153331592679 19.072503611445427 63.987422198057175 7.8854689374566052 64.304416820406914 10.878572650253771 2.961739420890809 leaf_count=237 88 203 78 526 74 7 internal_value=0.000113676 0.0494192 -0.0322301 0.122703 -0.0567039 0.140168 internal_weight=295.505 158.212 74.8346 83.3769 137.294 10.8472 internal_count=1213 902 288 614 311 85 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=7 num_cat=0 split_feature=0 9 8 3 6 19 split_gain=98.5478 57.1998 28.6961 20.0123 23.541 18.1616 threshold=2.7156310000000006 7.9437010385145879 5.1998592407613584 5.5000000000000009 105.83573078344422 1.0000000180025095e-35 decision_type=8 10 10 8 8 8 left_child=5 2 3 -2 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.094676762467585537 -0.055609930489622386 0.13686391413967891 -0.062876260466774012 0.2300377775614515 0.04733614645652353 -0.0250504832953545 leaf_weight=66.568334102630615 12.392968617379664 57.812701568007469 34.18902662396431 9.2088651657104474 30.117208607494831 85.686108611524105 leaf_count=17 58 144 97 17 91 789 internal_value=0.000569943 0.059961 0.00820842 0.0551992 0.0901188 -0.0554923 internal_weight=295.975 143.721 85.9081 51.719 39.3261 152.254 internal_count=1213 407 263 166 108 806 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=7 num_cat=0 split_feature=0 10 9 2 8 4 split_gain=102.514 53.9689 76.5594 44.3632 35.7076 23.2706 threshold=4.9672220000000005 35.000000000000007 7.3929686375397736 5.5000000000000009 4.4954850976912946 163.00000000000003 decision_type=8 10 10 10 10 10 left_child=3 2 4 5 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.053234697217189542 0.036129330950129927 0.19784340475197795 -0.080951853881048336 -0.087221731594717439 0.17925014654096272 0.088839752508532044 leaf_weight=20.136160127818584 42.399103462696075 24.813629150390625 37.682773038744926 114.25236701965332 29.603877075016499 26.969269186258316 leaf_count=167 142 42 142 525 53 142 internal_value=0.000188552 0.0646626 0.0345337 -0.0535536 0.0949732 0.0281072 internal_weight=295.857 134.499 109.686 161.358 72.003 47.1054 internal_count=1213 379 337 834 195 309 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=7 num_cat=0 split_feature=19 0 13 0 5 5 split_gain=414.149 0.0112255 0.00304001 0.00417088 0.00405238 0.00293553 threshold=1.0000000180025095e-35 0.0080415000000000018 27019.000000000004 14.857993000000002 5231.0000000000009 809.50000000000011 decision_type=8 8 8 8 10 10 left_child=-1 5 4 -4 -3 -2 right_child=1 2 3 -5 -6 -7 leaf_value=0.16107189561442314 -0.093585549393004064 -0.095592690012369377 -0.091228813248555557 -0.092388587284491827 -0.091710259639684794 -0.096574890485034259 leaf_weight=100.60571193695068 14.822628468275072 4.4990269467234612 107.38600417226553 43.597688116133213 6.6804381683468819 4.2203165888786307 leaf_count=17 97 23 818 208 32 18 internal_value=-0.00162297 -0.0919512 -0.0916815 -0.0915637 -0.0932727 -0.0942481 internal_weight=281.812 181.206 162.163 150.984 11.1795 19.0429 internal_count=1213 1196 1081 1026 55 115 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=7 num_cat=0 split_feature=13 0 7 0 10 5 split_gain=68.025 72.107 31.166 26.6268 23.1375 19.75 threshold=50796.000000000007 2.7156310000000006 73.492879307441498 0.0046810000000000003 47.000000000000007 59.000000000000007 decision_type=8 8 10 10 10 10 left_child=4 3 -3 5 -1 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.066313661557908812 0.10490746139803747 -0.058111317704332893 0.12080897024908077 0.13530882153414592 0.084570631225187098 -0.096939142694423691 leaf_weight=118.72600066661835 9.5405832007527369 60.898036643862724 11.588137514889238 67.410313852131367 11.114552058279513 9.854839973151682 leaf_count=237 66 203 85 526 74 22 internal_value=0.000327405 0.0441193 -0.0295079 0.105601 -0.0533977 0.00234894 internal_weight=289.132 159.292 72.4862 86.8057 129.841 19.3954 internal_count=1213 902 288 614 311 88 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=7 num_cat=0 split_feature=0 5 3 10 19 0 split_gain=79.8129 45.4722 18.8516 29.952 16.5911 32.2637 threshold=2.7156310000000006 10692.000000000002 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=-0.091779495794349922 -0.057569991537386844 0.13351303651361354 0.072288877477849595 -0.094220804261619606 0.030778654833713771 -0.094374324061114956 leaf_weight=60.407148122787476 26.633297063410282 47.448231868445873 57.666246168315411 13.293419450521467 47.874025367200375 36.154042214155197 leaf_count=17 103 101 170 33 368 421 internal_value=0.000812286 0.053211 0.0141694 0.0410953 -0.0518063 -0.0230699 internal_weight=289.476 145.041 97.593 70.9597 144.435 84.0281 internal_count=1213 407 306 203 806 789 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=7 num_cat=0 split_feature=0 10 9 3 4 0 split_gain=83.7968 41.9436 60.7842 36.1456 29.3104 28.4925 threshold=4.9672220000000005 35.000000000000007 7.3929686375397736 2.5000000000000004 163.00000000000003 18.636041000000002 decision_type=8 10 10 10 10 8 left_child=3 2 5 4 -1 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.05046130956728339 0.14998848062583578 0.17223327299814731 -0.077633720522480576 -0.078069281831706694 0.12586190460218527 0.025642698690059841 leaf_weight=19.527706451714039 33.657109946012497 25.880233585834503 35.172649063169956 115.2887904420495 18.227561168372631 40.7246960029006 leaf_count=167 63 42 142 589 78 132 internal_value=0.000442225 0.057735 0.0306869 -0.0502584 0.0346644 0.0819081 internal_weight=288.479 135.435 109.554 153.044 37.7553 74.3818 internal_count=1213 379 337 834 245 195 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=7 num_cat=0 split_feature=19 0 13 5 5 0 split_gain=340.574 0.0117781 0.00517281 0.00524412 0.00478479 0.00412686 threshold=1.0000000180025095e-35 0.0080415000000000018 27019.000000000004 5275.5000000000009 59.000000000000007 20.176897000000004 decision_type=8 8 8 10 10 8 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.1427164031955036 -0.090184048187943608 -0.094308491212243592 -0.089282106413611978 -0.089842558514983559 -0.093649170621656896 -0.090534530750282297 leaf_weight=100.82004880905151 6.0069957301020649 4.8650248646736145 103.18396607413888 5.7216871678829193 11.838504202663897 35.314159113913774 leaf_count=17 66 30 835 25 49 191 internal_value=-0.00240606 -0.0900549 -0.0897643 -0.0918948 -0.0924828 -0.0896014 internal_weight=267.75 166.93 149.085 10.5867 17.8455 138.498 internal_count=1213 1196 1081 55 115 1026 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=7 num_cat=0 split_feature=20 0 2 7 0 0 split_gain=56.7387 97.6175 21.4267 30.2915 15.9408 14.0191 threshold=0.84483228280000011 2.7156310000000006 6.5000000000000009 72.192781170150241 18.636041000000002 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=-0.075678893069299175 0.085411978263214949 -0.076755735301554245 0.12958681272644332 -0.080365889303967958 0.075222657682646507 -0.082226126939074204 leaf_weight=72.51678828150034 44.544764019548893 65.962772108614445 58.892398931086063 14.646257795393465 15.513853169977667 8.8989937603473646 leaf_count=89 295 200 467 38 99 25 internal_value=0.000510817 0.027015 0.0868816 0.0443918 -0.0512058 0.0178293 internal_weight=280.976 208.459 118.083 59.191 90.3756 24.4128 internal_count=1213 1124 800 333 324 124 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=7 num_cat=0 split_feature=0 5 10 13 4 11 split_gain=64.9209 36.8475 24.6122 32.5089 15.3654 17.1747 threshold=2.7156310000000006 30124.500000000004 35.000000000000007 50796.000000000007 126.00000000000001 15.500000000000002 decision_type=8 10 10 8 10 10 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.072650550717514112 0.13988895058573128 0.14980624992675015 -0.093031453022905386 0.0083924609932262088 -0.067399745465959879 0.082016530421048256 leaf_weight=9.7326759994029981 24.987142264842987 28.368208527565002 15.866473704576491 75.93636978417635 118.78273303061724 8.2257164418697339 leaf_count=66 50 53 42 262 689 51 internal_value=0.00100098 0.0475782 0.0227471 0.040949 -0.0484433 -0.0577228 internal_weight=281.899 145.158 116.79 100.924 136.741 127.008 internal_count=1213 407 354 312 806 740 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=7 num_cat=0 split_feature=0 2 10 6 0 8 split_gain=68.5067 37.7868 33.1524 45.0646 22.9706 17.9609 threshold=4.9672220000000005 5.5000000000000009 35.000000000000007 98.181572551691147 18.636041000000002 6.0124073458263707 decision_type=8 10 10 10 8 10 left_child=1 5 3 4 -2 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.0023843860819015559 0.13414677337427264 -0.082316101370770112 0.15288342034936081 -0.063377444568238073 0.021132912701838317 0.15789181210075609 leaf_weight=38.215552397072315 33.376923844218254 97.943820375949144 26.261958301067352 36.22369072586298 38.999701127409935 8.5574954897165281 leaf_count=290 58 525 42 160 119 19 internal_value=0.000781608 -0.0470043 0.0520593 0.0276778 0.0732499 0.0269394 internal_weight=279.579 144.717 134.862 108.6 72.3766 46.773 internal_count=1213 834 379 337 177 309 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=19 0 5 4 13 0 split_gain=284.497 0.0105352 0.00896348 0.00381132 0.00233414 0.0043577 threshold=1.0000000180025095e-35 0.091153500000000012 3098.5000000000005 465.00000000000006 50796.000000000007 0.0080415000000000018 decision_type=8 10 10 10 8 10 left_child=-1 2 4 -3 -2 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.12946695087880419 -0.090989459487964996 -0.089504222432309807 -0.092988584362234616 -0.087507877704562059 -0.089417017722912093 -0.087252204001922809 leaf_weight=98.54079532623291 5.2475240528583527 10.745618395507334 6.3498214147984973 86.911555878818035 30.542507439851761 13.36859020218253 leaf_count=17 57 93 28 638 184 196 internal_value=-0.00307834 -0.0883528 -0.0894529 -0.0877275 -0.0889962 -0.0887579 internal_weight=251.706 153.166 55.5084 97.6572 49.1586 43.9111 internal_count=1213 1196 465 731 437 380 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=13 0 10 7 0 5 split_gain=48.4812 42.7125 29.7689 24.5976 19.8498 15.7654 threshold=50796.000000000007 2.7156310000000006 50.000000000000007 73.492879307441498 0.0046810000000000003 59.000000000000007 decision_type=8 8 10 10 10 10 left_child=2 4 -1 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.062165346403618177 0.081340175394982533 -0.051714924720281621 0.14354767184781608 0.10539832984135609 0.10776576132833877 -0.097122944059472346 leaf_weight=107.33810739964247 10.138118319213392 54.996841594576836 7.5279611349105826 12.169801861047743 69.000095292925835 9.6729747727513296 leaf_count=246 66 203 65 85 526 22 internal_value=0.000618239 0.0369253 -0.0486836 -0.0232479 0.0824335 -0.00579632 internal_weight=270.844 155.978 114.866 67.1666 88.8112 19.8111 internal_count=1213 902 311 288 614 88 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=7 num_cat=0 split_feature=0 10 3 4 20 0 split_gain=51.7818 29.3128 39.383 19.4109 14.8109 28.0402 threshold=2.7156310000000006 35.000000000000007 6.5000000000000009 24291.500000000004 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=-0.087531193039530192 -0.054253772350871032 -0.090774949446949471 0.12553924853729143 0.038855065818361907 0.030591061658995042 -0.090828802543916537 leaf_weight=49.598404169082642 25.194831095635891 14.780735671520231 55.402791947126389 48.39951503276825 47.66063154488802 31.649933271110058 leaf_count=17 103 43 117 144 368 421 internal_value=0.00135325 0.0426154 0.0578996 0.0851213 -0.0446683 -0.0178631 internal_weight=272.687 143.778 128.997 103.802 128.909 79.3106 internal_count=1213 407 364 261 806 789 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 6 split_gain=56.6277 37.6243 36.9544 15.5824 23.682 14.2321 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 163.00000000000003 1.0000000180025095e-35 76.994121933012408 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=-0.087698693643434966 -0.05044839835701375 0.13630981039308779 -0.077694949473334926 0.19762429924298708 -0.064303481377664937 0.044986111128597725 leaf_weight=56.906604707241058 19.926474690437317 26.414396196603775 39.050164096057415 9.3750597238540632 13.456687510013579 104.03885857015848 leaf_count=134 173 57 254 16 98 481 internal_value=0.000885612 0.0246348 0.00876242 0.0317613 0.0446733 0.0324692 internal_weight=269.168 212.262 185.847 146.797 126.871 117.496 internal_count=1213 1079 1022 768 595 579 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=7 num_cat=0 split_feature=19 0 13 0 5 4 split_gain=240.261 0.0103152 0.00978361 0.00581163 0.00415771 0.00392829 threshold=1.0000000180025095e-35 0.086111000000000007 50796.000000000007 0.0080415000000000018 59.000000000000007 465.00000000000006 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -4 -3 right_child=1 5 3 -5 -6 -7 leaf_value=0.11934748290650786 -0.090917606053997402 -0.08813413270904974 -0.08741366149923796 -0.085533843260118606 -0.090065962190967991 -0.086050312189406966 leaf_weight=94.411415576934814 9.7592871189117414 10.213924795389174 21.236188918352131 11.911930628120897 8.1895256713032705 79.15318288654089 leaf_count=17 78 97 149 195 38 639 internal_value=-0.0040178 -0.0869365 -0.0880698 -0.0873974 -0.0881518 -0.0862885 internal_weight=234.875 140.464 51.0969 41.3376 29.4257 89.3671 internal_count=1213 1196 460 382 187 736 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=7 num_cat=0 split_feature=19 0 2 7 4 5 split_gain=41.1358 65.9538 15.597 23.438 12.66 14.4298 threshold=0.048263919150000008 2.7156310000000006 6.5000000000000009 72.192781170150241 395.00000000000006 126.00000000000001 decision_type=8 8 10 10 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.085239291560336328 0.069799617805363881 -0.056439485313044227 0.10677462174957381 -0.078371224498605327 -0.050707104537569506 0.22550833517089328 leaf_weight=45.659131087362766 43.573821365833282 3.5818169116973868 58.480244413018227 14.139958932995794 91.869896657764912 3.6802977174520493 leaf_count=20 284 12 467 38 356 36 internal_value=0.000976491 0.0192582 0.0703778 0.0334975 -0.0406597 0.0864462 internal_weight=260.985 215.326 116.194 57.7138 99.132 7.26211 internal_count=1213 1193 789 322 404 48 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=7 num_cat=0 split_feature=19 9 10 0 5 10 split_gain=43.9571 46.5267 21.6311 14.546 28.2085 14.329 threshold=0.094494154350000012 7.870704012360048 35.000000000000007 0.0041515000000000015 59.000000000000007 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=-0.087010504052100188 -0.095057344469269528 0.056443454413178433 -0.089371268578521068 -0.041154041457100617 0.16352346364187573 0.14118845644317929 leaf_weight=46.255658231675625 7.1124807521700886 70.986652556806803 8.1366235315799695 92.380627192556858 10.369447290897368 27.752474293112755 leaf_count=23 66 294 38 715 23 54 internal_value=0.00148623 0.020373 0.0673481 -0.0253251 0.0583205 0.0802626 internal_weight=262.994 216.738 106.876 109.863 17.4819 98.7391 internal_count=1213 1190 386 804 89 348 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=7 num_cat=0 split_feature=13 10 3 4 0 8 split_gain=48.8344 30.0116 24.5909 20.0903 15.7511 10.9344 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 24291.500000000004 2.7156310000000006 6.0124073458263707 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 5 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.086174887546485182 -0.0021815125149192479 0.12374074160896441 -0.068809403639787506 0.071109098359131137 0.090662967625827207 0.10991883584488078 leaf_weight=51.379906877875328 72.066445745527744 25.750100772827864 51.883170124143362 12.792282331734894 36.058099664747715 9.896070368587969 leaf_count=134 496 57 346 50 103 27 internal_value=0.00114677 0.0226707 0.00842537 -0.0411347 0.0355843 0.0113534 internal_weight=259.826 208.446 182.696 64.6755 118.021 81.9625 internal_count=1213 1079 1022 396 626 523 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=7 num_cat=0 split_feature=19 10 13 2 4 13 split_gain=202.954 0.00520772 0.00564136 0.0040005 0.00264598 0.00184587 threshold=1.0000000180025095e-35 32.000000000000007 27019.000000000004 7.5000000000000009 343.00000000000006 50796.000000000007 decision_type=8 10 8 10 10 8 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.11113640396964553 -0.091447257142728319 -0.084039734119875018 -0.086339053391177423 -0.086553533637698465 -0.086177944617807811 -0.084969366566619894 leaf_weight=88.716544151306152 2.9086428880691528 18.480502441525459 37.513649757951498 3.9241068884730339 17.115107297897339 48.300979740917683 leaf_count=17 8 154 359 40 120 515 internal_value=-0.00514858 -0.0855928 -0.0858542 -0.0886367 -0.0856695 -0.0852856 internal_weight=216.96 128.243 109.762 6.83275 102.93 65.4161 internal_count=1213 1196 1042 48 994 635 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=19 0 0 0 2 9 split_gain=35.22 53.2577 14.5613 12.3541 10.9911 20.2768 threshold=0.048263919150000008 2.7156310000000006 0.0080415000000000018 18.636041000000002 6.5000000000000009 7.4892924311131219 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 -3 5 -4 right_child=1 3 4 -5 -6 -7 leaf_value=-0.08363799220661737 -0.0041033921284783425 -0.069156180827523839 0.07846563108191007 0.0037481406374078375 0.11269255404258566 -0.1022495266755251 leaf_weight=40.754246585071087 24.811761058866978 53.654683701694012 30.862361073493958 41.009476386010647 51.430653892457485 7.7725071907043448 leaf_count=20 115 200 215 204 443 16 internal_value=0.00142029 0.0179635 0.0637283 -0.0375733 0.082415 0.0421096 internal_weight=250.296 209.541 114.877 94.6642 90.0655 38.6349 internal_count=1213 1193 789 404 674 231 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=7 num_cat=0 split_feature=19 9 10 4 5 10 split_gain=37.6038 36.8111 17.1396 13.2066 14.0596 13.1007 threshold=0.094494154350000012 7.870704012360048 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=-0.085604081410246932 -0.094219799429912543 0.049047630467294295 -0.087376376379531939 -0.034966682309262746 0.15309079008100079 0.13095153082444166 leaf_weight=41.334622077643871 3.2555059418082219 71.599468667060137 7.3042890839278689 95.100808057934046 7.8215818405151367 26.853881932795048 leaf_count=23 39 294 38 736 29 54 internal_value=0.00164657 0.0186634 0.0604223 -0.0229302 0.0804073 0.0713875 internal_weight=253.27 211.936 105.758 106.178 11.0771 98.4534 internal_count=1213 1190 386 804 68 348 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 6 split_gain=42.0494 24.7661 28.3171 11.8053 17.0383 11.5583 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 163.00000000000003 1.0000000180025095e-35 76.994121933012408 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=-0.084804774322384757 -0.046489148292746536 0.11468455763820569 -0.074192467754309349 0.16556909062866457 -0.061652877395016341 0.0388090919752275 leaf_weight=46.14361834898591 18.883655786514282 24.747673161327839 33.989226177334785 9.7081283926963788 12.881420411169527 103.22268169373274 leaf_count=134 173 57 254 16 98 481 internal_value=0.0013804 0.0209293 0.00794436 0.0272384 0.0383044 0.0276631 internal_weight=249.576 203.433 178.685 144.696 125.812 116.104 internal_count=1213 1079 1022 768 595 579 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=7 num_cat=0 split_feature=19 0 13 10 0 3 split_gain=173.073 0.00665082 0.00798516 0.00369965 0.00267799 0.00206137 threshold=1.0000000180025095e-35 0.084130500000000011 27019.000000000004 25.000000000000004 0.0080415000000000018 5.5000000000000009 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 -3 5 -4 right_child=1 3 4 -5 -6 -7 leaf_value=0.1048064749871903 -0.090618746306747253 -0.084414883997235193 -0.085370034021520658 -0.082930915168391336 -0.083929743032758672 -0.088187883193010852 leaf_weight=82.265596866607666 2.8108735680580139 48.564153403043747 23.996869672089819 25.685613572597504 13.061629783362148 2.9110285453498355 leaf_count=17 8 487 183 258 245 15 internal_value=-0.00634238 -0.0844737 -0.0854669 -0.0839015 -0.0851046 -0.0856749 internal_weight=199.296 117.03 42.7804 74.2498 39.9695 26.9079 internal_count=1213 1196 451 745 443 198 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=7 num_cat=0 split_feature=19 0 0 0 0 2 split_gain=30.1589 43.4393 12.3998 11.1073 10.1796 10.0489 threshold=0.048263919150000008 2.7156310000000006 0.0080415000000000018 18.636041000000002 43.150867500000011 6.5000000000000009 decision_type=8 8 10 8 8 10 left_child=-1 2 -2 -3 -5 -4 right_child=1 3 5 4 -6 -7 leaf_value=-0.082226224052025912 -0.0044002055805417604 -0.066463266428000628 0.037179256509345789 0.068448935976134079 -0.034675866593533257 0.10531098247361088 leaf_weight=36.195116508752108 24.682224735617638 49.733248449862003 38.200835473835468 15.291102588176726 25.592879768460989 49.959869347512722 leaf_count=20 115 200 231 96 108 443 internal_value=0.00188011 0.0168424 0.0582491 -0.03472 0.00389405 0.0757889 internal_weight=239.655 203.46 112.843 90.6172 40.884 88.1607 internal_count=1213 1193 789 404 204 674 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=7 num_cat=0 split_feature=19 9 4 13 8 5 split_gain=32.191 29.7848 10.9603 10.729 12.8732 18.6584 threshold=0.094494154350000012 7.9529376233346216 22763.000000000004 27019.000000000004 5.2436569921791092 59.000000000000007 decision_type=8 8 8 8 10 10 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.084346763899731725 0.10986017925608799 0.10124604022532749 0.029136004173433747 -0.091219340829839957 -0.052973096193400696 0.046502004762708486 leaf_weight=36.752725869417191 6.5756661668419838 39.52309050783515 45.164713747799397 12.888264305889605 61.086544506251812 41.554658129811287 leaf_count=23 32 115 134 117 546 246 internal_value=0.00189155 0.0172184 0.0627892 -0.0143878 -0.0214597 0.0138993 internal_weight=243.546 206.793 84.6878 122.105 115.529 54.4429 internal_count=1213 1190 249 941 909 363 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=7 num_cat=0 split_feature=13 10 9 4 5 6 split_gain=36.1094 20.6776 23.8461 9.51188 13.9202 9.88957 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 163.00000000000003 1.0000000180025095e-35 76.994121933012408 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=-0.083631256685424399 -0.04309370288535902 0.10733739504045742 -0.07187310323428367 0.1493696455574525 -0.059276730195109498 0.034881610895701548 leaf_weight=41.268480274826288 18.150822632014751 23.460247442126274 31.208481181412935 9.7089641690254194 12.505532961338757 103.27007428184152 leaf_count=134 173 57 254 16 98 481 internal_value=0.00147243 0.0191831 0.00735472 0.024569 0.0343561 0.0247111 internal_weight=239.573 198.304 174.844 143.635 125.485 115.776 internal_count=1213 1079 1022 768 595 579 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=7 num_cat=0 split_feature=19 0 13 10 0 3 split_gain=148.462 0.00541944 0.0048086 0.00362884 0.00271928 0.00160777 threshold=1.0000000180025095e-35 0.084130500000000011 27019.000000000004 25.000000000000004 0.0080415000000000018 5.5000000000000009 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 -3 5 -4 right_child=1 3 4 -5 -6 -7 leaf_value=0.099784180984244256 -0.08861195589340537 -0.083472346698172661 -0.084441778881766863 -0.081922063605186585 -0.082881647060366881 -0.087016979768888059 leaf_weight=75.432615280151367 2.5614651441574097 44.46311304718256 22.30726753547788 22.862665191292763 11.827550921589134 2.7200022265315047 leaf_count=17 8 487 183 258 245 15 internal_value=-0.00760276 -0.0834911 -0.0844223 -0.0829459 -0.0841312 -0.0847217 internal_weight=182.175 106.742 39.4163 67.3258 36.8548 25.0273 internal_count=1213 1196 451 745 443 198 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=7 num_cat=0 split_feature=13 0 7 7 0 0 split_gain=26.1555 18.2028 19.2281 13.5488 12.6132 12.1293 threshold=50796.000000000007 2.7156310000000006 73.492879307441498 75.137209252300522 0.0046810000000000003 5.1500000000000012e-05 decision_type=8 8 10 10 10 10 left_child=3 4 -3 -1 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.080204806055293509 0.063905470177351792 -0.042900489853591565 0.096967532829514119 -0.00078770651716518936 0.079668456764559734 -0.09440795598254241 leaf_weight=43.889713183045387 10.052020311355593 47.266900286078453 12.409130744636057 42.076303068548441 64.552592739462852 9.3326874077320081 leaf_count=90 65 203 85 221 526 23 internal_value=0.00229247 0.0284069 -0.0138161 -0.0413339 0.0584258 -0.0123139 internal_weight=229.579 143.613 59.676 85.966 83.9373 19.3847 internal_count=1213 902 288 311 614 88 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=7 num_cat=0 split_feature=19 9 10 0 5 0 split_gain=27.587 24.086 12.353 11.0044 19.2932 12.3537 threshold=0.094494154350000012 7.870704012360048 35.000000000000007 0.0041515000000000015 59.000000000000007 19.409948500000002 decision_type=8 8 10 10 10 10 left_child=-1 3 -3 4 -2 -5 right_child=1 2 -4 5 -6 -7 leaf_value=-0.083286048542011937 -0.090597723478377204 0.059107576687473642 -0.085472628197731271 -0.051822237988058795 0.13053986829213601 0.050830814586588308 leaf_weight=32.570032097399235 6.0600715652108219 95.418966952711344 6.2997133731842032 68.344418931752443 11.305508010089396 14.150700800120829 leaf_count=23 66 348 38 654 23 61 internal_value=0.00210645 0.0159037 0.0501533 -0.0189832 0.0533694 -0.0342138 internal_weight=234.149 201.579 101.719 99.8607 17.3656 82.4951 internal_count=1213 1190 386 804 89 715 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=7 num_cat=0 split_feature=21 3 0 2 0 8 split_gain=26.937 15.3722 18.4757 13.9023 12.1092 11.1866 threshold=0.14357116100000003 75.000000000000014 2.7156310000000006 5.5000000000000009 18.636041000000002 6.0124073458263707 decision_type=8 10 8 10 8 10 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.083704340248950918 -0.0055568995499346661 -0.093036381617347341 0.075307922285225537 -0.068745080057216773 0.009011360930576277 0.1235351334184901 leaf_weight=31.888533174991608 33.697418168187141 12.277917493134735 66.138267382979393 30.221201121807098 47.221571281552315 8.3826363235712034 leaf_count=26 287 64 161 486 173 16 internal_value=0.00159033 0.0153315 0.022498 -0.0170019 0.0476912 0.0201591 internal_weight=229.828 197.939 185.661 72.3013 113.36 42.0801 internal_count=1213 1187 1123 789 334 303 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=7 num_cat=0 split_feature=19 0 3 0 0 5 split_gain=128.253 0.0046562 0.00336979 0.00208485 0.00202586 0.00123352 threshold=1.0000000180025095e-35 0.084130500000000011 9.5000000000000018 0.0080415000000000018 18.636041000000002 161.00000000000003 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=0.095796621221809306 -0.083685778316122783 -0.081815517597800536 -0.085922504879504327 -0.081906470787950714 -0.085358826118801467 -0.082776184261852681 leaf_weight=68.668578624725342 21.752765562385324 48.710707064718008 5.0883406531065694 9.4443503729999048 2.2596676200628272 10.184377321973441 leaf_count=17 193 621 45 213 24 100 internal_value=-0.00887451 -0.0826389 -0.0835363 -0.0831471 -0.0821064 -0.0832452 internal_weight=166.109 97.4402 36.2855 31.1971 61.1548 12.444 internal_count=1213 1196 451 406 745 124 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=7 num_cat=0 split_feature=21 0 2 7 4 5 split_gain=22.457 29.3483 10.5966 15.6769 9.90991 9.57125 threshold=1.0000000180025095e-35 2.7156310000000006 6.5000000000000009 72.192781170150241 395.00000000000006 126.00000000000001 decision_type=8 8 10 10 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.081096341463740812 0.048394934195688181 -0.04881330877494558 0.081354916865912577 -0.076148975429407365 -0.040243629555985351 0.18376812578741786 leaf_weight=28.079457640647888 42.404543474316597 3.1344267763197413 52.43313605338335 13.269595481455324 76.731319218873978 4.0628054514527321 leaf_count=17 284 12 467 38 359 36 internal_value=0.00243471 0.0146486 0.0490938 0.0187106 -0.0297197 0.0824779 internal_weight=220.115 192.036 108.107 55.6741 83.9286 7.19723 internal_count=1213 1196 789 322 407 48 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=7 num_cat=0 split_feature=19 5 14 10 10 15 split_gain=23.6661 21.0647 13.1453 16.285 14.6065 20.6831 threshold=0.094494154350000012 30124.500000000004 1.5000000000000002 35.000000000000007 30.500000000000004 4.5000000000000009 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.08241456277502425 -0.023384406387623929 0.10278284231952302 -0.1080531818704603 -0.08393254447464793 0.12389831936559258 0.052503139736988697 leaf_weight=28.773268654942513 91.814681027084589 23.849676985293627 9.9444943927228433 10.564427915960549 19.09197548776865 41.534587226808071 leaf_count=23 767 60 119 100 42 102 internal_value=0.00229591 0.0146811 0.00253191 0.0318594 0.0491933 0.0214876 internal_weight=225.573 196.8 172.95 81.1355 70.5711 51.4791 internal_count=1213 1190 1130 363 263 221 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=7 num_cat=0 split_feature=13 10 3 4 4 4 split_gain=27.2069 15.7563 14.6745 14.6152 9.20996 13.6584 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 24291.500000000004 2387.0000000000005 343.00000000000006 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 5 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.08177219575398112 0.0054925869753781366 0.09855775688130769 -0.06395307286546642 0.062547667005864366 -0.091735808477000511 0.079095092906742062 leaf_weight=33.03323132917285 65.578237757086754 20.87251278012991 42.17739499360323 11.65736051648855 6.1843915469944468 40.96009735763073 leaf_count=134 359 57 346 50 84 183 internal_value=0.00190654 0.0166543 0.00639043 -0.0365606 0.0269032 0.0337901 internal_weight=220.463 187.43 166.557 53.8348 112.723 106.538 internal_count=1213 1079 1022 396 626 542 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=7 num_cat=0 split_feature=19 10 13 2 9 8 split_gain=110.638 0.00425555 0.00216621 0.00225648 0.00104423 0.000700919 threshold=1.0000000180025095e-35 25.000000000000004 27019.000000000004 7.5000000000000009 7.4755209420133424 4.7473932594258565 decision_type=8 10 8 10 10 10 left_child=-1 2 3 -2 -3 -4 right_child=1 4 5 -5 -6 -7 leaf_value=0.092430992834922746 -0.086591025934675089 -0.082993686752041607 -0.082448002560633407 -0.082211749221629465 -0.080382001868732733 -0.081785671764964707 leaf_weight=61.813601016998291 2.2790886163711548 1.6710454225540186 31.158220654353499 2.4322594739496708 18.258735993877053 32.794999483972788 leaf_count=17 8 8 385 33 262 500 internal_value=-0.0102473 -0.0818874 -0.0822608 -0.0843302 -0.080601 -0.0821084 internal_weight=150.408 88.5943 68.6646 4.71135 19.9298 63.9532 internal_count=1213 1196 926 41 270 885 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=7 num_cat=0 split_feature=13 15 0 7 0 4 split_gain=19.2889 12.2451 11.464 16.2145 10.8439 9.92997 threshold=50796.000000000007 11.500000000000002 2.7156310000000006 73.492879307441498 0.0046810000000000003 255.00000000000003 decision_type=8 10 8 10 10 10 left_child=1 -1 4 5 -2 -4 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.049844845988735592 -0.016452216997208648 0.1016729072586232 0.012680622566703005 0.09074772365351387 0.070299736715542113 -0.082951051193707534 leaf_weight=68.852682426571846 18.911397166550159 5.7816851362586013 20.402512419968843 12.556788384914396 60.517074629664421 23.209649369120598 leaf_count=246 88 65 112 85 526 91 internal_value=0.002721 -0.0381073 0.0251933 -0.00938327 0.0496447 -0.0382129 internal_weight=210.232 74.6344 135.597 56.169 79.4285 43.6122 internal_count=1213 311 902 288 614 203 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=7 num_cat=0 split_feature=19 5 14 10 10 15 split_gain=20.3237 17.8044 10.6732 13.3448 13.1824 17.4524 threshold=0.094494154350000012 30124.500000000004 1.5000000000000002 35.000000000000007 30.500000000000004 4.5000000000000009 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.081684616402573851 -0.02132409603243178 0.097053115149014726 -0.10577655387056505 -0.082753105490055795 0.11742133124659776 0.045856816345770844 leaf_weight=25.388858526945114 89.164599437266588 22.521557945758104 9.2746955975890142 9.3759742192924005 18.207960702478886 41.797422759234905 leaf_count=23 767 60 119 100 42 102 internal_value=0.00235625 0.0135661 0.0023621 0.0292128 0.0443656 0.0183202 internal_weight=215.731 190.342 167.821 78.6561 69.2801 51.0721 internal_count=1213 1190 1130 363 263 221 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 6 split_gain=23.5598 13.4188 16.736 6.99894 10.3003 7.79021 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 163.00000000000003 1.0000000180025095e-35 76.994121933012408 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=-0.081001325364906479 -0.039359080579467132 0.09417777280533296 -0.068131199793292588 0.13135665081022685 -0.056110594380368223 0.029541796343230578 leaf_weight=29.313329949975014 17.295904010534286 19.416259527206421 25.518321169540286 9.0353513956069929 11.903073493391274 98.407377816736698 leaf_count=134 173 57 254 16 98 481 internal_value=0.00218556 0.0156151 0.00620838 0.0200916 0.0287073 0.0202995 internal_weight=210.89 181.576 162.16 136.642 119.346 110.31 internal_count=1213 1079 1022 768 595 579 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=7 num_cat=0 split_feature=19 10 13 5 0 0 split_gain=96.6183 0.00420958 0.00226103 0.00214951 0.00163391 0.001874 threshold=1.0000000180025095e-35 25.000000000000004 50796.000000000007 5752.0000000000009 0.0053650000000000008 3.0028960000000002 decision_type=8 10 8 8 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.089874566640203657 -0.083873682864230761 -0.079901951588958964 -0.082176363792198268 -0.080376978480497033 -0.080119812696709702 -0.081599382676910137 leaf_weight=55.75078010559082 7.4639743827283356 17.595835406333208 17.833564434200525 2.2996602803468713 14.330611458048223 21.260636812075973 leaf_count=17 110 270 174 15 425 202 internal_value=-0.0113872 -0.0812699 -0.0816508 -0.0830501 -0.0813951 -0.0810036 internal_weight=136.535 80.7843 63.1884 9.76363 53.4248 35.5912 internal_count=1213 1196 926 125 801 627 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=7 num_cat=0 split_feature=19 0 2 11 9 0 split_gain=17.0251 19.0311 9.63542 10.9517 9.58383 9.00356 threshold=0.048263919150000008 2.7156310000000006 11.500000000000002 10.500000000000002 7.9525542251358887 0.0041515000000000015 decision_type=8 8 10 8 8 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.0783876313966895 -0.01523928896423747 -0.02467784491787553 0.094865965940109875 -0.10717558675005406 -0.11884062016007838 0.06596229942429413 leaf_weight=22.85978327319026 18.941810362040997 76.049402255564928 25.311380431056023 5.897616207599639 3.8525628745555869 48.921040236949921 leaf_count=20 89 404 266 13 7 414 internal_value=0.00287807 0.0132579 0.0412881 0.0238151 0.0345873 0.0432974 internal_weight=201.834 178.974 102.924 77.613 71.7154 67.8629 internal_count=1213 1193 789 523 510 503 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=7 num_cat=0 split_feature=19 5 5 0 0 13 split_gain=17.3532 15.2558 8.75891 16.9902 10.3967 10.8948 threshold=0.094494154350000012 30124.500000000004 59.000000000000007 0.0080415000000000018 5.0060315000000015 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=-0.080989256191030437 -0.087035070277207471 0.092457212457305801 0.10502191000362093 0.069949334441513064 0.0159571305667396 -0.064183055279955589 leaf_weight=22.295751936733723 10.332031156867741 21.088531509041786 16.172869082540274 7.2096296548843384 91.711533442139626 37.829021152108908 leaf_count=23 117 60 49 36 319 609 internal_value=0.00233792 0.0124161 0.00207673 0.00809744 -0.00336541 -0.0427116 internal_weight=206.639 184.344 163.255 152.923 136.75 45.0387 internal_count=1213 1190 1130 1013 964 645 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=7 num_cat=0 split_feature=13 3 0 5 4 4 split_gain=20.426 10.2128 10.7501 13.2557 12.0794 7.18875 threshold=49191.500000000007 75.000000000000014 0.10875250000000002 169.00000000000003 163.00000000000003 24291.500000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 3 4 -2 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=-0.080357669131605858 -0.040118717165883049 -0.093949386435351584 0.025754571271963483 -0.090956958644382413 0.094225895774175839 0.097371616630004168 leaf_weight=25.976314947009087 14.621249292045833 8.257089897990225 107.70567653141916 17.20937236212194 12.342345282435415 16.112655431032181 leaf_count=134 159 56 591 187 43 43 internal_value=0.00242678 0.0146279 0.0199647 -0.0223877 0.0213763 0.0350742 internal_weight=202.225 176.248 167.991 44.173 26.9636 123.818 internal_count=1213 1079 1023 389 202 634 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=7 num_cat=0 split_feature=19 0 13 0 7 0 split_gain=83.8048 0.00278894 0.00238808 0.00157154 0.0010442 0.000916114 threshold=1.0000000180025095e-35 0.084130500000000011 27019.000000000004 18.636041000000002 73.905500767373155 0.014092000000000002 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 -3 -5 -4 right_child=1 3 5 4 -6 -7 leaf_value=0.087546099184462114 -0.084779266719625865 -0.079876628291597418 -0.081542574059699446 -0.082527064688062826 -0.080431579520768071 -0.0801899633054379 leaf_weight=49.557742834091187 2.0035077333450317 35.440624354407191 19.661703677847989 4.0913305357098562 5.6786552220582962 6.7182582393288603 leaf_count=17 8 621 247 39 85 196 internal_value=-0.0129802 -0.0806739 -0.0814509 -0.0801862 -0.0813091 -0.0811981 internal_weight=123.152 73.5941 28.3835 45.2106 9.76999 26.38 internal_count=1213 1196 451 745 124 443 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=7 num_cat=0 split_feature=15 10 0 0 7 10 split_gain=15.1812 15.1214 8.96476 12.5128 11.4763 12.1791 threshold=4.5000000000000009 50.000000000000007 0.0053650000000000008 2.7156310000000006 73.492879307441498 25.000000000000004 decision_type=10 10 10 10 10 8 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.021497048310550462 -0.078218355508841264 0.096303474645772158 0.059921507830579757 -0.052867389346192284 0.098786617801596796 -0.081662970975542773 leaf_weight=43.170870307832956 33.614138588309288 5.8250366002321234 65.820068791508675 25.329808790236712 13.836096942424776 5.1259346157312384 leaf_count=186 112 75 593 120 98 29 internal_value=0.00288925 -0.0524421 0.0171258 0.0322684 -0.00882552 0.0500064 internal_weight=192.722 39.4392 153.283 110.112 44.2918 18.962 internal_count=1213 187 1026 840 247 127 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=7 num_cat=0 split_feature=19 5 10 10 15 8 split_gain=14.9328 12.7712 8.05067 18.7407 13.0986 13.0424 threshold=0.094494154350000012 30124.500000000004 35.000000000000007 30.500000000000004 4.5000000000000009 5.0737447080006826 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=-0.080444657172322867 0.012349191187873887 0.087471280485417871 -0.082009130985506273 0.10664125907562415 0.093821102202423859 -0.055000746437427354 leaf_weight=19.599693402647972 71.455161266028881 19.691579163074493 10.619493145495651 17.088671945035458 12.250161707401274 48.113399971276522 leaf_count=23 407 60 136 42 28 517 internal_value=0.00242776 0.0114909 0.00211203 0.00811123 -0.00466198 -0.0147519 internal_weight=198.818 179.218 159.527 148.907 131.819 119.569 internal_count=1213 1190 1130 994 952 924 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=7 num_cat=0 split_feature=13 10 9 7 7 9 split_gain=17.8112 10.7686 15.737 5.66516 9.11926 6.91309 threshold=49191.500000000007 35.000000000000007 7.8464943593056891 77.281931130889689 74.14298080054165 6.4717591853635588 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=-0.079774599938555749 0.018649663496058812 0.085291511611418902 -0.07525478724879725 0.03238052270663494 0.13618984086785865 -0.096122908063228596 leaf_weight=23.007772527635098 108.53237842209637 18.821323638781905 21.010788857936859 7.8320284485816982 7.0280788838863364 8.9938829839229566 leaf_count=134 602 77 241 27 33 99 internal_value=0.00286351 0.0139037 0.00514462 0.0179047 0.0257981 -0.0363079 internal_weight=195.226 172.218 153.397 132.386 115.56 16.8259 internal_count=1213 1079 1002 761 635 126 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=19 10 13 9 0 0 split_gain=73.3109 0.00312958 0.00116025 0.00121409 0.0011009 0.00163948 threshold=1.0000000180025095e-35 25.000000000000004 50796.000000000007 7.9198744719538778 0.0053650000000000008 3.0028960000000002 decision_type=8 10 8 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.085747204580008396 -0.082823440146374272 -0.078825539177436635 -0.080999300087047851 -0.080385929565930714 -0.079021048126442311 -0.080548133785602674 leaf_weight=44.218423843383789 4.0907424315810186 13.92384150251746 15.294364942237733 4.0829529725015163 11.503331940621139 18.080481370911002 leaf_count=17 46 270 174 79 425 202 internal_value=-0.0141838 -0.0801598 -0.08051 -0.0816058 -0.0803105 -0.0799543 internal_weight=111.194 66.9757 53.0519 8.1737 44.8782 29.5838 internal_count=1213 1196 926 125 801 627 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=7 num_cat=0 split_feature=19 0 0 0 0 4 split_gain=12.7865 12.3817 7.83032 6.89218 7.47367 5.71263 threshold=0.048263919150000008 2.7156310000000006 18.636041000000002 47.407128000000007 30.036528000000001 7457.0000000000009 decision_type=8 8 8 10 10 10 left_child=-1 5 -3 4 -4 -2 right_child=1 2 3 -5 -6 -7 leaf_value=-0.07691896959420641 0.026765995669336563 -0.054495094828014116 -0.0046073496082543455 -0.090457049640003534 0.099121668220108539 0.10504274728480048 leaf_weight=17.941469296813011 85.541494026780128 33.926610041409731 20.459935948252681 5.5440396666526786 10.516119517385958 10.463790290057657 leaf_count=20 670 200 109 18 77 119 internal_value=0.00328909 0.0119345 -0.0199047 0.0122292 0.0306078 0.0352975 internal_weight=184.393 166.452 70.4467 36.5201 30.9761 96.0053 internal_count=1213 1193 404 204 186 789 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=7 num_cat=0 split_feature=19 5 5 0 0 0 split_gain=12.7965 11.0175 8.03416 13.3343 7.96577 8.61598 threshold=0.094494154350000012 30124.500000000004 59.000000000000007 0.0080415000000000018 5.0060315000000015 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=-0.07997027712774904 -0.08624714430670824 0.083832093302596708 0.092907158405372628 0.0060093233536494071 0.013703101844677316 -0.086562350015602085 leaf_weight=17.182797692716122 9.707448758184908 18.323602862656116 16.309030007570982 20.241248141974211 88.460814516991377 19.977363899350166 leaf_count=23 117 60 49 227 319 418 internal_value=0.00233706 0.0105111 0.00182631 0.00772311 -0.00307325 -0.0399728 internal_weight=190.202 173.02 154.696 144.988 128.679 40.2186 internal_count=1213 1190 1130 1013 964 645 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=7 num_cat=0 split_feature=13 10 9 4 5 8 split_gain=15.2408 9.11664 11.5862 5.2366 7.99187 6.89896 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 149.00000000000003 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=-0.079210668006998372 -0.047099917278614144 0.085368817752867865 -0.064644442911479735 0.11709831407834302 -0.037896343094688305 0.027044825190519067 leaf_weight=20.216153275221586 11.903904467821119 15.653829246759413 20.528855379670858 8.3014355301856977 19.941101606935263 91.052561182528734 leaf_count=134 108 57 254 16 171 473 internal_value=0.00280469 0.0127104 0.00521421 0.0161451 0.022456 0.0153775 internal_weight=187.598 167.382 151.728 131.199 119.295 110.994 internal_count=1213 1079 1022 768 660 644 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=7 num_cat=0 split_feature=19 10 13 5 0 0 split_gain=63.995 0.00246592 0.00089947 0.00115562 0.000758129 0.00133131 threshold=1.0000000180025095e-35 25.000000000000004 50796.000000000007 11158.500000000002 0.0053650000000000008 3.0028960000000002 decision_type=8 10 8 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.084167688808086644 -0.081674108401613432 -0.078435287660857264 -0.080423060487189557 -0.078669874397174031 -0.078634886336338611 -0.080074578615196623 leaf_weight=39.091427326202393 5.8555177561938763 12.510658280923961 14.007886121049522 1.6387420594692228 10.48563187196851 16.578078672289848 leaf_count=17 110 270 174 15 425 202 internal_value=-0.0157414 -0.0796872 -0.0800097 -0.0810172 -0.0798259 -0.0795168 internal_weight=100.168 61.0765 48.5659 7.49426 41.0716 27.0637 internal_count=1213 1196 926 125 801 627 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=7 num_cat=0 split_feature=15 10 11 13 10 0 split_gain=11.7236 12.0795 10.1571 10.4589 6.014 4.25366 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 30.500000000000004 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=-0.085252348314494575 -0.075942637937935598 0.092515368966059622 0.10551473235775487 0.017767823841745835 -0.036788030804194856 -0.090891729870716698 leaf_weight=11.689994454383848 28.083721198141575 5.0170407593250266 16.981027849018577 108.23636755347252 3.5993729382753363 3.7267372906208029 leaf_count=33 112 75 194 760 28 11 internal_value=0.00326238 -0.0504097 0.0155798 0.00475359 0.0806269 0.014151 internal_weight=177.334 33.1008 144.234 123.653 20.5804 111.963 internal_count=1213 187 1026 804 222 771 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=7 num_cat=0 split_feature=19 5 5 4 7 10 split_gain=11.0309 9.32146 7.10267 9.05394 8.08713 8.39316 threshold=0.094494154350000012 30124.500000000004 59.000000000000007 126.00000000000001 31.516711464369738 35.000000000000007 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=-0.07956336610860977 -0.085082611122921148 0.080089470788063194 0.10853955280313375 -0.050293592251431096 0.020975415734247497 -0.080754027151803021 leaf_weight=15.061129383742809 8.8414809256792051 16.94984494894743 8.3156526088714582 25.000994190573692 100.38064977712929 8.8230728637427074 leaf_count=23 117 60 29 268 580 136 internal_value=0.00242756 0.0097644 0.00188924 0.00728468 0.00101068 0.0127562 internal_weight=183.373 168.312 151.362 142.52 134.205 109.204 internal_count=1213 1190 1130 1013 984 716 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=7 num_cat=0 split_feature=13 10 9 10 9 4 split_gain=13.358 7.97878 9.99437 4.98883 5.01895 4.42287 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 25.000000000000004 7.7505088972553491 24291.500000000004 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=-0.078807580945421341 0.011193628781535995 0.082554277690707875 -0.062523150707456093 -0.086945908241663025 0.13254290202680039 0.10381310754933144 leaf_weight=17.954281577840447 115.54826945438981 14.621437996625898 19.035328866913915 4.6208807304501525 3.7666423842310897 5.3966458439826956 leaf_count=134 707 57 254 29 21 11 internal_value=0.00305677 0.0120746 0.00512897 0.0150861 0.0188666 0.0153264 internal_weight=180.943 162.989 148.368 129.332 124.712 120.945 internal_count=1213 1079 1022 768 739 718 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=7 num_cat=0 split_feature=19 0 13 7 0 0 split_gain=55.7519 0.00113575 0.00124052 0.00082346 0.000900276 0.000548512 threshold=1.0000000180025095e-35 0.084130500000000011 27019.000000000004 73.905500767373155 18.636041000000002 0.0080415000000000018 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 4 -3 -4 right_child=1 3 5 -5 -6 -7 leaf_value=0.082785285193733099 -0.082490588086987546 -0.079033300013542085 -0.079956513386702927 -0.07840001472066678 -0.080867415549427488 -0.078823376269066936 leaf_weight=34.311858415603638 1.6184818148612976 13.88221766985953 14.111779903993016 16.632768989540637 3.3153581842780104 6.1265134438872328 leaf_count=17 8 263 198 443 39 245 internal_value=-0.0174836 -0.0792647 -0.0798265 -0.0789017 -0.0793869 -0.0796135 internal_weight=89.999 55.6871 21.8568 33.8303 17.1976 20.2383 internal_count=1213 1196 451 745 302 443 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=7 num_cat=0 split_feature=15 10 11 13 10 0 split_gain=10.1432 10.4882 8.88938 9.19702 5.41737 3.74228 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 30.500000000000004 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=-0.084843873333642961 -0.073973217044054546 0.090729812755049752 0.10155435792216075 0.016501554261174015 -0.036116280737990322 -0.089249373870755558 leaf_weight=10.464609935879706 25.558289170265201 4.5554591566324225 16.191044591367248 107.73032458499074 3.4710513576865187 3.4536010771989814 leaf_count=33 112 75 194 760 28 11 internal_value=0.00363557 -0.0490578 0.0148647 0.00478122 0.0772506 0.0132167 internal_weight=171.424 30.1137 141.311 121.649 19.6621 111.184 internal_count=1213 187 1026 804 222 771 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=7 num_cat=0 split_feature=19 9 6 5 0 3 split_gain=9.47495 8.15625 7.32381 6.54945 9.56764 8.79042 threshold=0.094494154350000012 7.9529376233346216 123.60404854712974 59.000000000000007 0.0041515000000000015 6.5000000000000009 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=-0.079208131142431026 -0.084194818642280289 0.049937827016479738 -0.11448077273182485 0.092695626791518576 -0.049104823538933834 0.016722269381087229 leaf_weight=13.195687413215637 8.22303977049887 37.335575941950083 5.6564163677394381 11.987138390541075 28.251320373266935 71.952401800081134 leaf_count=23 117 172 55 23 362 461 internal_value=0.00230151 0.00888374 -0.00327438 0.00194952 0.00826348 -0.00183694 internal_weight=176.602 163.406 126.07 120.414 112.191 100.204 internal_count=1213 1190 1018 963 846 823 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=7 num_cat=0 split_feature=13 10 10 5 3 4 split_gain=11.5971 6.75481 8.47847 5.68608 8.13963 8.09592 threshold=49191.500000000007 35.000000000000007 25.000000000000004 4795.5000000000009 12.500000000000002 2341.0000000000005 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=-0.078435241112940576 0.02067066099535356 0.075332021607152563 -0.081715197689087124 -0.05162703582984407 0.14385540804407743 -0.076275708667230407 leaf_weight=15.858118833974002 106.29715474694967 14.904472462832926 10.543571859598158 12.916420215740798 4.9426796361804 9.3735679704695922 leaf_count=134 579 77 121 101 23 178 internal_value=0.00311052 0.0112447 0.00461488 0.0114315 0.0181844 0.0128145 internal_weight=174.836 158.978 144.073 133.53 120.613 115.671 internal_count=1213 1079 1002 881 780 757 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=7 num_cat=0 split_feature=20 10 11 0 0 0 split_gain=48.6147 0.00146311 0.000611364 0.000556194 0.000367574 0.000631689 threshold=1.0000000180025095e-35 25.000000000000004 11.500000000000002 0.10875250000000002 0.0062705000000000009 3.0028960000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.081624108169300366 -0.079477219375829924 -0.077798489472628199 -0.081584530329879487 -0.079180095953650984 -0.078191185728915813 -0.079217189824898004 leaf_weight=30.026811242103577 11.984331054612992 10.020910847000776 1.867746748030185 1.9839842244982717 10.057781144976618 14.876410842873154 leaf_count=17 182 270 11 32 487 214 internal_value=-0.0192476 -0.0788811 -0.0791472 -0.080346 -0.0790221 -0.0788033 internal_weight=80.818 50.7912 40.7703 3.85173 36.9185 24.9342 internal_count=1213 1196 926 43 883 701 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=7 num_cat=0 split_feature=15 10 11 13 10 0 split_gain=8.52897 9.34905 7.90681 7.98341 4.69735 3.32864 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 30.500000000000004 47.407128000000007 decision_type=10 8 10 8 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.084279875158603468 -0.072012882530997455 0.089641891466559001 0.097696803543957864 0.014939513746801631 -0.031656386011912549 -0.087969334887359973 leaf_weight=9.3598512932658178 23.241752207279209 4.2284755259752265 15.393809881061317 106.98822136595845 3.4335386529564849 3.2382589876651755 leaf_count=33 112 75 194 760 28 11 internal_value=0.00376898 -0.0471295 0.0138705 0.0043871 0.0741067 0.0119162 internal_weight=165.884 27.4702 138.414 119.586 18.8273 110.226 internal_count=1213 187 1026 804 222 771 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=7 num_cat=0 split_feature=19 5 5 0 0 0 split_gain=8.15193 7.33715 5.83562 8.76737 6.29165 7.83752 threshold=0.094494154350000012 44725.000000000007 59.000000000000007 0.0080415000000000018 5.0060315000000015 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=-0.078880319913760821 -0.083364838798816468 0.081793714298340314 0.075292524272675146 0.0069512263095618497 0.012090450827847011 -0.085995433235869168 leaf_weight=11.548871085047722 7.6155629009008399 12.462516270577906 16.361818127334118 18.958252688869834 86.033649429678917 17.397442193701863 leaf_count=23 117 46 49 227 326 425 internal_value=0.00223795 0.00813626 0.00186464 0.00654258 -0.00264837 -0.0375269 internal_weight=170.378 158.829 146.367 138.751 122.389 36.3557 internal_count=1213 1190 1144 1027 978 652 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=7 num_cat=0 split_feature=13 3 3 9 8 2 split_gain=10.0858 6.08736 5.68169 4.66092 5.28325 8.60604 threshold=49191.500000000007 75.000000000000014 14.500000000000002 7.8397116616035101 5.2927476730057128 7.5000000000000009 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=-0.078108664440692269 -0.0019756232416552168 -0.093554814513529552 0.071021565831790909 -0.056693188803261775 0.078172222228787031 -0.013147994868401462 leaf_weight=13.986876528710125 81.23308814689517 5.4223711565136901 15.800089742988346 10.394323059357701 25.630451627075672 17.275518173351884 leaf_count=134 453 56 104 158 102 206 internal_value=0.00323454 0.0105392 0.0142937 0.0076314 0.0130174 0.0414034 internal_weight=169.743 155.756 150.333 134.533 124.139 42.906 internal_count=1213 1079 1023 919 761 308 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=7 num_cat=0 split_feature=19 10 11 0 0 0 split_gain=42.5274 0.00112685 0.000567836 0.000497058 0.00029469 0.000508099 threshold=1.0000000180025095e-35 25.000000000000004 11.500000000000002 0.10875250000000002 0.0053650000000000008 3.0028960000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.080670718323069976 -0.079085875485117571 -0.077544348092442511 -0.081182217263806311 -0.078825122439531575 -0.077882683303069244 -0.078844150747227018 leaf_weight=26.280698418617249 10.922555932775138 9.0921081937849504 1.75908575952053 1.8205665107816456 9.2472565667703766 13.550728725269435 leaf_count=17 177 270 11 32 492 214 internal_value=-0.0209664 -0.0785426 -0.0787859 -0.0799834 -0.0786588 -0.0784542 internal_weight=72.673 46.3923 37.3002 3.57965 33.7205 22.798 internal_count=1213 1196 926 43 883 706 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=7 num_cat=0 split_feature=15 10 11 13 10 0 split_gain=7.66118 8.05478 6.76014 7.00424 4.13672 3.61365 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 30.500000000000004 30.036528000000001 decision_type=10 8 10 8 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.083769072364520303 -0.070500308572269701 0.087819565655347626 0.093892115359950595 0.0049202485479382481 -0.030160978896936481 0.063347824173805967 leaf_weight=8.3456178009510023 21.464272566139702 3.779361128807067 14.425012491643431 97.215056374669075 3.3037108778953543 11.878947228193281 leaf_count=33 112 75 194 693 28 78 internal_value=0.0037724 -0.0467974 0.0132167 0.00452763 0.0707751 0.0112823 internal_weight=160.412 25.2436 135.168 117.44 17.7287 109.094 internal_count=1213 187 1026 804 222 771 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=7 num_cat=0 split_feature=19 5 2 3 0 2 split_gain=7.02217 6.20542 5.343 11.3032 8.40732 7.5366 threshold=0.094494154350000012 30124.500000000004 12.500000000000002 6.5000000000000009 0.014092000000000002 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=-0.078644316627608776 0.01645244874821003 0.071435555813829044 -0.037682105653286301 0.12425905967049336 -0.050381338360515809 0.024739166014941819 leaf_weight=10.114301830530167 48.01534054800868 13.768786065280436 28.370745388790965 11.717831846326588 30.957161638885736 21.703806793317199 leaf_count=23 201 60 302 23 404 200 internal_value=0.00207939 0.00736279 0.00109557 0.0108839 -0.00974635 0.0596315 internal_weight=164.648 154.534 140.765 112.394 78.9725 33.4216 internal_count=1213 1190 1130 828 605 223 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=7 num_cat=0 split_feature=21 5 4 4 4 0 split_gain=8.89444 5.14096 4.8788 12.8458 4.55315 5.9549 threshold=0.14357116100000003 34128.500000000007 24291.500000000004 4433.0000000000009 149.00000000000003 0.00023600000000000002 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=-0.083988097366341719 -0.042985069045034657 -0.091974715203854973 0.071470164427413843 -0.084716270292954296 0.15040824797117588 0.019468961559821293 leaf_weight=10.86021239310503 11.281179614365099 4.8234862759709349 12.993338380008934 13.642896903678773 3.5885532498359671 108.08299678470939 leaf_count=26 108 55 65 277 6 676 internal_value=0.00348626 0.00963854 0.0129151 0.00734514 0.0175603 0.0236767 internal_weight=165.273 154.412 149.589 136.596 122.953 111.672 internal_count=1213 1187 1132 1067 790 682 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=19 10 11 5 0 0 split_gain=37.0985 0.000798625 0.00031405 0.000268355 0.000252958 0.000374767 threshold=1.0000000180025095e-35 25.000000000000004 10.500000000000002 3395.5000000000005 0.0053650000000000008 3.0028960000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.079832779343846652 -0.07874308301955002 -0.077340576921743676 -0.079974357355052011 -0.078161827657463365 -0.077621931344460604 -0.078490311239287749 leaf_weight=22.865880250930786 10.054855950176718 8.2728952495381218 2.2818173002451654 1.2723048906773327 8.4834937574341911 11.999355229549108 leaf_count=17 177 270 23 29 492 205 internal_value=-0.0228176 -0.078222 -0.0784358 -0.0793255 -0.0783323 -0.0781306 internal_weight=65.2306 42.3647 34.0918 3.55412 30.5377 20.4828 internal_count=1213 1196 926 52 874 697 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=7 num_cat=0 split_feature=15 10 11 13 10 4 split_gain=6.5146 7.15573 5.903 6.16643 3.72446 3.19557 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 30.500000000000004 1101.5000000000002 decision_type=10 8 10 8 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.083401437233955669 -0.068609179827679875 0.086450764576711359 0.090518477659137925 -0.00018133301758329316 -0.029285880615555721 0.038358191361841876 leaf_weight=7.4983428344130516 19.658741831779484 3.5070885792374602 13.618218846619131 78.559824209660292 3.2057153284549704 29.628999765962362 leaf_count=33 112 75 194 493 28 278 internal_value=0.00379077 -0.0451346 0.012344 0.00429518 0.0676904 0.0103732 internal_weight=155.677 23.1658 132.511 115.687 16.8239 108.189 internal_count=1213 187 1026 804 222 771 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=7 num_cat=0 split_feature=19 5 10 10 0 5 split_gain=6.08431 5.85324 6.36695 9.56992 7.12344 7.129 threshold=0.094494154350000012 59.000000000000007 35.000000000000007 30.500000000000004 0.0016035000000000001 3098.5000000000005 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=-0.078412131717249214 -0.08266257108973192 0.099942667638991955 -0.079792269976913535 0.087074401765127998 -0.030574445561044678 0.020781204312933274 leaf_weight=8.8520067632198316 6.959915852174162 7.5935352742671958 7.2927200496196738 16.678341545164585 45.61635434627533 66.341806568205357 leaf_count=23 117 13 137 60 531 332 internal_value=0.00215779 0.00689724 0.0112403 0.0161135 0.00621393 -0.000143197 internal_weight=159.335 150.483 143.523 136.23 119.552 111.958 internal_count=1213 1190 1073 936 876 863 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=7 num_cat=0 split_feature=13 10 10 3 2 4 split_gain=7.94058 5.32793 5.06999 3.98422 4.79136 4.53127 threshold=49191.500000000007 41.000000000000007 25.000000000000004 75.000000000000014 18.500000000000004 2341.0000000000005 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=-0.077751078893090311 0.014381794720298827 0.075935847085736058 -0.064745806218052884 -0.09427107209183816 0.10037915352117713 -0.052606321711867798 leaf_weight=11.203800320625303 107.81809340417385 11.179702352732418 9.9112587040290219 3.5974141117185345 5.9070993531495324 11.141178769059477 leaf_count=134 600 57 141 40 27 214 internal_value=0.00344902 0.00953207 0.00416713 0.00948391 0.0124731 0.008108 internal_weight=160.759 149.555 138.375 128.464 124.866 118.959 internal_count=1213 1079 1022 881 841 814 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=7 num_cat=0 split_feature=19 10 11 7 19 4 split_gain=32.4227 0.000669019 0.000286981 0.000241212 0.000183629 0.000116482 threshold=1.0000000180025095e-35 25.000000000000004 10.500000000000002 76.305031535449913 0.11576655965000002 343.00000000000006 decision_type=8 10 10 10 8 10 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.079137256336786907 -0.079602393795726381 -0.077088501707219537 -0.078159557589508738 -0.079868508578639488 -0.07823613085337261 -0.077820605978519905 leaf_weight=19.910534977912903 0.74019960314035416 7.2883918918669215 1.6151525862514966 1.6902416124939916 12.187850738875577 15.11023251339793 leaf_count=17 9 270 37 15 350 515 internal_value=-0.0245251 -0.0779515 -0.0781522 -0.0790334 -0.0780483 -0.0780061 internal_weight=58.5426 38.6321 31.3437 3.30539 28.0383 27.2981 internal_count=1213 1196 926 52 874 865 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=7 num_cat=0 split_feature=15 10 11 13 10 4 split_gain=5.55735 6.22446 5.18812 5.26172 3.22067 2.67075 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 30.500000000000004 1242.5000000000002 decision_type=10 10 10 8 8 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.08261547313782984 -0.066388025951751042 0.085595956770585999 0.086903604246418603 -0.00011777570362223322 -0.027218050019472612 0.035456270106198395 leaf_weight=6.589272391051054 18.007963068783287 3.1688515767455092 12.892108641564842 78.497766435146332 3.0598546341061601 28.864257901906967 leaf_count=33 112 75 194 498 28 273 internal_value=0.00385632 -0.0436455 0.0116001 0.0041228 0.0650132 0.0094463 internal_weight=151.08 21.1768 129.903 113.951 15.952 107.362 internal_count=1213 187 1026 804 222 771 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=19 5 4 3 2 4 split_gain=5.26983 5.31715 5.75818 6.37801 13.2856 7.39982 threshold=0.094494154350000012 59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5982.5000000000009 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=-0.078210455529925088 -0.082060035783795893 0.093192694806679438 -0.052385801452755676 0.10691279105762219 -0.040626323349451036 0.018830236715828671 leaf_weight=7.746666681021452 6.4884372930973759 7.9497510641813269 16.601938826963305 13.551836738362907 29.554274168796837 71.75420280918479 leaf_count=23 117 29 198 62 380 404 internal_value=0.00216192 0.00642934 0.0105478 0.00555008 0.0139241 0.00148524 internal_weight=153.647 145.9 139.412 131.462 114.86 101.308 internal_count=1213 1190 1073 1044 846 784 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=7 num_cat=0 split_feature=21 3 4 4 8 9 split_gain=6.98249 4.49521 5.12149 10.7027 4.17113 7.49854 threshold=0.14357116100000003 75.000000000000014 24291.500000000004 4433.0000000000009 4.4954850976912946 6.3944237114723839 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=-0.084691298988124553 -0.012561797858943263 -0.08834740008998869 0.077342592942835672 -0.083806045215567157 0.074157689486521947 0.0081668919902847907 leaf_weight=8.5211513787507993 37.49998015537858 4.651272482238709 10.927025288343428 12.033886935561894 24.4272685572505 58.352275784127414 leaf_count=26 294 64 49 284 99 397 internal_value=0.00333078 0.00840239 0.011544 0.00611009 0.0151061 0.02764 internal_weight=156.413 147.892 143.24 132.313 120.28 82.7795 internal_count=1213 1187 1123 1074 790 496 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=7 num_cat=0 split_feature=19 10 11 4 0 19 split_gain=28.3053 0.000477001 0.00017437 0.000170033 0.000147714 0.000133434 threshold=1.0000000180025095e-35 25.000000000000004 10.500000000000002 327.00000000000006 7.8329330000000006 0.11576655965000002 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=0.078534882540119394 -0.079290504376696783 -0.076933009248032314 -0.07859265888922437 -0.077553246694013409 -0.079111611829958642 -0.077853763096990727 leaf_weight=17.270425319671631 0.6922370046377182 6.6451715701259664 3.0156041150912634 13.960992644540964 1.2200600150972594 9.7649750085547602 leaf_count=17 9 270 52 522 33 310 internal_value=-0.0263704 -0.0776963 -0.0778734 -0.0777888 -0.0780704 -0.0779489 internal_weight=52.5695 35.299 28.6539 25.6383 11.6773 10.4572 internal_count=1213 1196 926 874 352 319 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=7 num_cat=0 split_feature=15 10 9 7 10 0 split_gain=4.82676 5.44814 3.45284 6.5558 5.96091 4.97372 threshold=4.5000000000000009 50.000000000000007 6.0460996639441538 23.292205013030948 30.500000000000004 47.407128000000007 decision_type=10 10 10 10 10 8 left_child=2 -2 3 -1 5 -4 right_child=1 -3 4 -5 -6 -7 leaf_value=0.016540344732017424 -0.064515189071950724 0.08442357310284021 0.053032113450051224 -0.047403784561523318 -0.05878841769875609 -0.088219755009197459 leaf_weight=54.38883101940155 16.591167148202661 2.8827649429440489 41.271846916526556 22.735594168305397 6.4016421400010577 2.6530755758285514 leaf_count=397 112 75 443 123 54 9 internal_value=0.00390121 -0.0424675 0.0109861 -0.00230982 0.0313619 0.0445005 internal_weight=146.925 19.4739 127.451 77.1244 50.3266 43.9249 internal_count=1213 187 1026 520 506 452 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=7 num_cat=0 split_feature=0 4 5 6 9 2 split_gain=4.76301 5.78712 5.73914 4.9299 4.77095 8.12485 threshold=60.179807500000003 65648.500000000015 81431.500000000015 126.91955310190885 7.9538636625854737 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.00099624134689991497 0.093312724069902903 -0.13557863535466996 0.081683824273652395 -0.10523987210995633 0.046356277121985943 -0.092289277853485008 leaf_weight=98.047424905002117 5.5215270221233359 3.1409549564123145 8.4261564165353757 4.5915275216102591 19.068109054118395 10.31920046918094 leaf_count=792 15 24 37 37 109 199 internal_value=0.00217084 -0.00133379 0.00166834 -0.00343839 0.00022956 -0.00788686 internal_weight=149.115 143.593 140.452 132.026 127.435 108.367 internal_count=1213 1198 1174 1137 1100 991 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=7 num_cat=0 split_feature=13 10 9 7 7 0 split_gain=6.17219 4.25359 4.98272 4.44917 4.98753 7.79469 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 79.203076583174024 69.792058971722028 25.208608500000004 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=-0.077457121067942739 0.014131739620199252 0.073000033027215736 -0.055683808703403059 -0.051358977523812667 0.063737666792798103 -0.10425111372272533 leaf_weight=8.9264192432165128 85.899427056312561 9.4740663543343526 12.794062775559722 10.78309861011803 18.222981981001794 5.9469348266720763 leaf_count=134 552 57 254 73 115 28 internal_value=0.00321865 0.00825039 0.00366035 0.00994283 0.0159483 0.0064666 internal_weight=152.047 143.121 133.647 120.852 110.069 91.8464 internal_count=1213 1079 1022 768 695 580 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=7 num_cat=0 split_feature=19 10 11 7 0 0 split_gain=25.4264 0.000357673 0.000157432 0.0001401 0.000123046 0.000194505 threshold=1.0000000180025095e-35 25.000000000000004 10.500000000000002 76.305031535449913 0.0053650000000000008 3.0028960000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.078162516031184598 -0.077879049208292042 -0.076782407512476947 -0.07761398256589648 -0.07903408692581021 -0.076971625845964842 -0.077687663886853664 leaf_weight=15.552855610847473 7.8490833053365412 5.9667999981902531 1.3381991749629372 1.4446672685444353 6.430576065555214 9.2515478162094933 leaf_count=17 177 270 37 15 492 205 internal_value=-0.0268747 -0.0774814 -0.0776399 -0.0783512 -0.0775558 -0.077394 internal_weight=47.8337 32.2809 26.3141 2.78287 23.5312 15.6821 internal_count=1213 1196 926 52 874 697 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=7 num_cat=0 split_feature=8 2 10 11 11 9 split_gain=4.14493 3.97658 6.47721 7.19612 4.82722 4.26312 threshold=7.2680146144134401 8.5000000000000018 30.500000000000004 12.500000000000002 10.500000000000002 7.9459095947060279 decision_type=10 10 10 10 10 8 left_child=1 4 5 -4 -1 -3 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0024373768977184441 -0.051883943411419137 0.037599661830248578 -0.076668844105924519 0.11297925540245819 -0.10524198570176718 0.12573619088794344 leaf_weight=85.384730406105518 12.211130041629074 23.388120489194993 8.3544524535536748 2.6308469176292411 4.3766492754220954 7.1705923639237872 leaf_count=604 88 310 79 35 15 82 internal_value=0.00384373 0.00902629 0.0346065 -0.0312504 -0.00281293 0.0582809 internal_weight=143.517 131.305 41.544 10.9853 89.7614 30.5587 internal_count=1213 1125 506 114 619 392 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=7 num_cat=0 split_feature=19 10 10 15 13 6 split_gain=4.32253 4.34217 7.5947 5.64142 4.8152 4.49408 threshold=0.094494154350000012 35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 125.41388227829954 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=-0.078085281720633115 0.0082884881069711092 -0.079003005954930206 0.079859956178733621 0.11626685797936771 -0.086161985460982235 -0.065938704452907101 leaf_weight=6.438398789614439 99.723363109864295 5.7952208518981925 13.7276159748435 4.1217941343784323 6.5357140554115167 8.8833012580871564 leaf_count=23 802 137 60 13 102 76 internal_value=0.00201482 0.00573071 0.00942304 0.00131557 -0.00279938 0.0022172 internal_weight=145.225 138.787 132.992 119.264 115.142 108.607 internal_count=1213 1190 1053 993 980 878 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 0 split_gain=5.6006 4.05158 6.97035 5.6832 4.04451 3.77747 threshold=0.14357116100000003 0.70900696330000013 0.60557055170000018 0.49277379045000008 0.43664927860000008 24.013543000000002 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=-0.085567061363851102 0.013290314682938157 0.078355675527555443 -0.12073479353348825 0.14831398253340952 -0.12066897181010094 -0.04028453197379786 leaf_weight=6.8164558857679367 109.40442227432504 7.5806981027126303 4.388742893934249 2.8004926592111579 2.5381702855229369 14.960331203415988 leaf_count=26 1033 17 10 8 6 113 internal_value=0.00297177 0.00723173 0.00321084 0.00740476 0.00429518 0.00684558 internal_weight=148.489 141.673 134.092 129.703 126.903 124.365 internal_count=1213 1187 1170 1160 1152 1146 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=7 num_cat=0 split_feature=19 10 11 4 7 0 split_gain=22.3748 0.000316744 0.000124485 0.000115344 0.000103121 0.000100983 threshold=1.0000000180025095e-35 25.000000000000004 10.500000000000002 343.00000000000006 76.305031535449913 7.8329330000000006 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=0.077728855561539079 -0.07748893950504776 -0.076581885831137356 -0.077429540312499726 -0.077136994340132839 -0.078701440685280677 -0.078495441841600733 leaf_weight=13.586544036865234 9.1417766362428754 5.3351176963187745 1.2216436499729746 11.448734175879506 1.3329688757658003 1.1188242305070151 leaf_count=17 322 270 37 515 15 37 internal_value=-0.0285126 -0.0772795 -0.0774329 -0.0773552 -0.0780932 -0.0775987 internal_weight=43.1856 29.5991 24.2639 21.7093 2.55461 10.2606 internal_count=1213 1196 926 874 52 359 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=7 num_cat=0 split_feature=8 2 10 11 3 0 split_gain=3.65376 3.4208 5.16036 6.45244 4.94622 4.44006 threshold=7.2680146144134401 8.5000000000000018 30.500000000000004 12.500000000000002 3.5000000000000004 6.0199040000000013 decision_type=10 10 10 10 10 10 left_child=1 4 5 -4 -1 -3 right_child=-2 2 3 -5 -6 -7 leaf_value=0.013299470460039375 -0.050009004314698381 0.085283208175724143 -0.074138919263784311 0.11163555842399882 -0.037825333108307907 0.0069579181192158382 leaf_weight=61.773772351443768 11.60484182462096 17.894654419273142 7.6740631163120252 2.4718182496726513 27.281295467168093 12.152470849454401 leaf_count=413 88 314 79 35 206 78 internal_value=0.00374116 0.00856724 0.0327835 -0.0288791 -0.0023622 0.0536048 internal_weight=140.853 129.248 40.193 10.1459 89.0551 30.0471 internal_count=1213 1125 506 114 619 392 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=7 num_cat=0 split_feature=5 4 3 2 0 4 split_gain=4.42304 5.2171 4.98324 10.8444 4.93873 5.17314 threshold=59.000000000000007 126.00000000000001 5.5000000000000009 6.5000000000000009 60.179807500000003 5605.5000000000009 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.081532845042460056 0.084195467648698327 -0.037958853233088209 0.10798881337562234 -0.045456883055272096 0.10035060037843349 0.009458624227871788 leaf_weight=6.0694884322583667 7.973998710513114 26.309509702026844 10.328987393528221 23.589064677245915 4.6425609886646262 62.880707465112209 leaf_count=117 29 348 26 305 14 374 internal_value=0.00198606 0.00572094 0.000822693 0.010881 -0.000127717 -0.0055224 internal_weight=141.794 135.725 127.751 101.441 91.1123 86.4698 internal_count=1213 1096 1067 719 693 679 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=7 num_cat=0 split_feature=21 20 0 5 3 0 split_gain=4.91958 3.67761 3.81368 9.17937 7.59367 5.40231 threshold=0.14357116100000003 0.87060952110000012 0.10875250000000002 169.00000000000003 1.5000000000000002 24.013543000000002 decision_type=8 10 8 10 8 10 left_child=-1 2 3 4 -2 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=-0.085539915259932375 -0.017190996055843042 -0.11957187650026398 0.028141312682583925 -0.092639808306107463 0.10930271124422071 -0.037698115546590506 leaf_weight=6.0322345867753029 18.540725268423561 2.2696372717618933 87.08050151122734 11.556435947306452 6.3785608261823645 14.544025096110998 leaf_count=26 187 8 671 193 15 113 internal_value=0.00288773 0.00668781 0.00876285 -0.018975 0.0151875 0.0187187 internal_weight=146.402 140.37 138.1 36.4757 24.9193 101.625 internal_count=1213 1187 1179 395 202 784 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=7 num_cat=0 split_feature=20 10 5 11 0 0 split_gain=19.9082 0.000234214 8.57218e-05 8.06795e-05 7.80079e-05 0.000139429 threshold=1.0000000180025095e-35 25.000000000000004 16507.000000000004 10.500000000000002 3.0028960000000002 0.0053650000000000008 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=0.077399019161295157 -0.077537293534069254 -0.076461285868402618 -0.076525291701038778 -0.077867951311263076 -0.077395063253337698 -0.076671402429013047 leaf_weight=12.05299586057663 2.8938733283430462 4.9031228777021161 1.6228701816871751 2.0973304891958824 10.370434187352656 5.2033367408439517 leaf_count=17 94 270 56 47 251 478 internal_value=-0.0295183 -0.0770868 -0.077225 -0.0772802 -0.0772135 -0.0769809 internal_weight=39.144 27.091 22.1878 20.565 18.4676 8.09721 internal_count=1213 1196 926 870 823 572 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=7 num_cat=0 split_feature=8 0 0 0 6 2 split_gain=3.09528 3.25906 7.47118 4.9303 7.15612 7.19026 threshold=7.2680146144134401 0.0041515000000000015 5.1500000000000012e-05 4.9672220000000005 123.39221534797306 4.5000000000000009 decision_type=10 8 10 8 10 10 left_child=1 2 -1 -3 5 -5 right_child=-2 3 -4 4 -6 -7 leaf_value=0.036796372486630965 -0.047283551944207518 0.034398978063350384 -0.087405914437284599 0.012795120315878062 0.070074514005309438 -0.073174945828370239 leaf_weight=9.0492087230086344 11.035264838486908 58.288232235237956 10.419994547963141 20.726824428886175 9.2938517145812494 18.334110699594021 leaf_count=65 88 703 34 117 83 123 internal_value=0.0035024 0.00794635 -0.0296772 0.0148151 -0.00879196 -0.0275568 internal_weight=137.147 126.112 19.4692 106.643 48.3548 39.0609 internal_count=1213 1125 99 1026 323 240 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=7 num_cat=0 split_feature=5 4 3 2 6 3 split_gain=4.04327 4.40952 4.16333 9.273 4.84983 5.97068 threshold=59.000000000000007 126.00000000000001 5.5000000000000009 6.5000000000000009 112.86773671905685 2.5000000000000004 decision_type=8 8 8 8 10 10 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.080997984010965585 0.077744969055149132 -0.061201303604689963 0.10237302685533634 3.1869894368580839e-05 -0.084781504618293257 0.11197998532635758 leaf_weight=5.6270511131733647 7.9522431939840308 18.735114784911278 9.8291261643171293 89.206068517640233 2.4608856104314318 4.1311769932508469 leaf_count=117 29 286 26 693 24 38 internal_value=0.00202191 0.00555256 0.000936284 0.0101891 -0.0352444 0.0385269 internal_weight=137.942 132.315 124.362 99.0352 25.3272 6.59206 internal_count=1213 1096 1067 719 348 62 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=7 num_cat=0 split_feature=13 4 4 8 9 8 split_gain=4.37471 3.65649 10.357 4.0088 6.80525 5.28398 threshold=49191.500000000007 24291.500000000004 4433.0000000000009 5.2927476730057128 6.1041741653575761 4.9989183099511179 decision_type=8 10 10 10 10 10 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.077163013757699933 0.0061425908140986564 0.064857371249854509 -0.085417808391145156 0.087316830501769249 -0.00090339005125120685 -0.092925708930689077 leaf_weight=6.5340161602944136 73.200727995485067 9.9845987400040013 12.241658686194567 16.10383653268218 19.132276996970177 5.8112466149032107 leaf_count=134 392 68 306 66 212 35 internal_value=0.00277057 0.00659757 0.00199877 0.0113654 0.0394156 -0.00114378 internal_weight=143.008 136.474 126.49 114.248 35.2361 79.012 internal_count=1213 1079 1011 705 278 427 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=7 num_cat=0 split_feature=19 10 3 9 7 0 split_gain=17.7706 0.000174056 5.78581e-05 6.12491e-05 0.000112278 7.53864e-05 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 7.6942890661789463 72.696059818309934 15.032455500000003 decision_type=8 10 10 8 8 10 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=0.077131080983533593 -0.076824765113821539 -0.076345791878124347 -0.07650555274292499 -0.078863628713680356 -0.077215476160757135 -0.077505770208751268 leaf_weight=10.736825406551361 9.3556703408248811 4.5059527892153701 1.8862660625018168 0.44092816114425559 6.6046314747072756 1.9673396926373232 leaf_count=17 553 270 70 4 242 57 internal_value=-0.0303163 -0.0769079 -0.077033 -0.0770871 -0.0773186 -0.0769431 internal_weight=35.4976 24.7608 20.2548 18.3686 7.04556 11.323 internal_count=1213 1196 926 856 246 610 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=7 num_cat=0 split_feature=15 10 11 13 9 10 split_gain=2.90305 4.12082 3.26131 3.21134 2.53215 2.88624 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 7.666222653551201 30.500000000000004 decision_type=10 10 10 8 8 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.081358850046679934 -0.060848402332790374 0.08248052234479393 -0.10139780276252547 0.0064632332548666396 0.094273431540699046 -0.027740017980103827 leaf_weight=4.3425456807017326 12.621977549046276 2.3849552609026423 0.94174315780400952 101.09827986732125 9.357361273840068 2.4453799687325963 leaf_count=33 112 75 7 771 187 28 internal_value=0.00336076 -0.0380701 0.00862156 0.00284631 0.0564028 0.0689938 internal_weight=133.192 15.0069 118.185 105.441 12.7445 11.8027 internal_count=1213 187 1026 804 222 215 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=7 num_cat=0 split_feature=5 4 3 2 0 4 split_gain=3.65957 3.69975 3.53183 8.12326 4.16893 4.27595 threshold=59.000000000000007 126.00000000000001 5.5000000000000009 6.5000000000000009 60.179807500000003 5605.5000000000009 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.080477962080836463 0.071840031441046212 -0.033446029788260355 0.097659887757511457 -0.042688070766836346 0.096932267178020393 0.0085936939274279308 leaf_weight=5.1858402062207452 7.8254654556512824 24.012778089381754 9.4140054471790773 22.116422307677567 4.2160173654556266 61.397610436193645 leaf_count=117 29 348 26 305 14 374 internal_value=0.00188769 0.00519927 0.000894969 0.00938363 -8.8989e-05 -0.00498689 internal_weight=134.168 128.982 121.157 97.1441 87.7301 83.514 internal_count=1213 1096 1067 719 693 679 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=7 num_cat=0 split_feature=21 3 4 4 4 8 split_gain=4.01503 3.3626 3.77068 7.48727 2.77165 3.20395 threshold=0.14357116100000003 75.000000000000014 24291.500000000004 4433.0000000000009 3336.5000000000005 5.2927476730057128 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=-0.08635987472100834 -0.011707680707413097 -0.087486983860823556 0.071372437244982767 -0.082511122906292034 0.093649915864809044 0.023064225235599797 leaf_weight=4.8838782384991646 46.394646681845188 3.7442106837406746 8.9230952300131303 9.2384624350815994 3.9294279301539055 61.792655722238123 leaf_count=26 341 64 49 284 39 410 internal_value=0.00270155 0.00594702 0.00863232 0.00401912 0.0111492 0.00815277 internal_weight=138.906 134.022 130.278 121.355 112.117 108.187 internal_count=1213 1187 1123 1074 790 751 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=7 num_cat=0 split_feature=19 10 5 9 0 9 split_gain=15.74 0.000128779 4.79002e-05 4.39973e-05 4.58535e-05 3.80267e-05 threshold=1.0000000180025095e-35 25.000000000000004 16507.000000000004 7.4755209420133424 0.15692350000000002 7.6942890661789463 decision_type=8 10 10 10 10 8 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=0.076863763689197798 -0.076793288771260515 -0.077105747901472968 -0.076296517273082259 -0.07703387222285242 -0.075981112415611535 -0.077098977794270634 leaf_weight=9.4509485960006714 10.584951295983055 0.52008536458015342 1.3705288637429465 0.4773639491759244 3.1034964877180755 6.6109827090986064 leaf_count=17 607 8 56 12 250 263 internal_value=-0.031551 -0.0767534 -0.0768655 -0.0762463 -0.0761215 -0.0769108 internal_weight=32.1184 22.6674 18.5665 4.10095 3.58086 17.1959 internal_count=1213 1196 926 270 262 870 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=7 num_cat=0 split_feature=8 2 8 7 11 15 split_gain=2.45762 2.75518 3.98732 4.32707 3.76733 3.04023 threshold=7.2680146144134401 11.500000000000002 5.1443339919796447 73.974175951047258 11.500000000000002 6.5000000000000009 decision_type=10 10 10 10 10 8 left_child=1 4 -3 -4 -1 -5 right_child=-2 2 3 5 -6 -7 leaf_value=0.0030168056426071233 -0.043968782583772723 -0.11287354518013365 -0.023616104753526067 0.089509821854403065 -0.11417514699515463 -0.051866483928625189 leaf_weight=92.983778636902571 10.193028539419172 1.6474729254841829 6.1065739542245892 14.76581432670355 2.8264633119106284 1.6957693397998799 leaf_count=750 88 5 77 252 14 27 internal_value=0.00317304 0.00717649 0.0373132 0.0482768 -0.000440432 0.0749461 internal_weight=130.219 120.026 24.2156 22.5682 95.8102 16.4616 internal_count=1213 1125 361 356 764 279 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=7 num_cat=0 split_feature=5 19 0 3 2 5 split_gain=3.3878 3.25283 5.28893 4.66998 7.58097 3.67163 threshold=59.000000000000007 0.094494154350000012 0.0041515000000000015 6.5000000000000009 7.5000000000000009 44725.000000000007 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=-0.080070939085586268 -0.07827147581215671 0.075062031125027032 -0.035672408670892337 0.10094944387683456 -0.0048429839066661132 0.065958755350499929 leaf_weight=4.8514016456902018 4.5125910602509975 10.777304187417029 25.695432273671031 8.7839339263737184 67.675797822885215 8.213274806737898 leaf_count=117 23 23 405 23 576 46 internal_value=0.00192631 0.00509205 0.00819729 0.00166805 0.0129996 0.0028197 internal_weight=130.51 125.658 121.146 110.368 84.673 75.8891 internal_count=1213 1096 1073 1050 645 622 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 3 split_gain=3.53701 3.28053 6.30519 4.72664 4.65826 2.90771 threshold=0.14357116100000003 0.70900696330000013 0.60557055170000018 0.59547364865000019 0.31709358510000007 75.000000000000014 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=-0.086180375297198852 0.07486992534331989 0.068582600164932367 -0.11738644830298428 0.0065615357318406092 -0.12165770483655557 -0.086802393185352975 leaf_weight=4.3474631011486053 9.1557366475462896 7.756904073059558 4.3027826324105254 103.92340882262215 3.0552393496036521 3.4463717965409151 leaf_count=26 22 17 10 1059 15 64 internal_value=0.00256474 0.00549558 0.00154541 0.00582485 0.000100072 0.00356473 internal_weight=135.988 131.64 123.884 119.581 110.425 107.37 internal_count=1213 1187 1170 1160 1138 1123 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=7 num_cat=0 split_feature=19 10 5 9 0 0 split_gain=13.9856 9.9579e-05 3.93507e-05 3.59279e-05 3.80709e-05 3.04327e-05 threshold=1.0000000180025095e-35 25.000000000000004 12295.000000000002 7.4755209420133424 0.15692350000000002 10.023516500000001 decision_type=8 10 10 10 10 8 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=0.076634644972901164 -0.076650389525115117 -0.076952021778644977 -0.076191854930506411 -0.076887830443018834 -0.075893469215087536 -0.076935726453186734 leaf_weight=8.3408645987510681 9.646223853109408 0.48424807935953085 1.3165610143914808 0.4458409966900948 2.8233735323883593 6.1026035980321476 leaf_count=17 669 8 61 12 250 196 internal_value=-0.032779 -0.0766145 -0.0767171 -0.0761481 -0.0760291 -0.076761 internal_weight=29.1597 20.8189 17.0654 3.75346 3.26921 15.7488 internal_count=1213 1196 926 270 262 865 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=7 num_cat=0 split_feature=15 10 11 13 10 13 split_gain=2.08224 3.45849 2.69225 2.81473 2.1396 6.31723 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 19.500000000000004 49197.000000000007 decision_type=10 10 10 8 8 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.081299738655449871 -0.057286264738140372 0.0816520630633219 0.089618725320067705 0.0055469119381567466 0.095861410675409098 -0.13295792731023773 leaf_weight=3.8777695298194885 10.976213997229932 2.1410869546234599 6.7357339914888117 99.209792234003544 2.9832265526056299 2.0258932895958424 leaf_count=33 112 75 116 771 95 11 internal_value=0.00313678 -0.0346079 0.00744835 0.00228006 0.0528117 0.0033175 internal_weight=127.95 13.1173 114.832 103.088 11.7449 5.00912 internal_count=1213 187 1026 804 222 106 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=7 num_cat=0 split_feature=5 10 7 0 4 5 split_gain=3.10866 3.334 4.81807 4.01708 3.26179 5.98679 threshold=59.000000000000007 35.000000000000007 79.482860341514581 0.059867500000000004 126.00000000000001 3098.5000000000005 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=-0.079677336122036077 0.065992508851354631 -0.078212646512115264 0.19314752449630609 0.037184006402646234 -0.035647952765893727 0.015360292180272496 leaf_weight=4.5120554575696579 7.5809461176395407 4.6503060599789015 2.3488702811300746 5.5619335686787963 34.864263738505542 67.672572324983776 leaf_count=117 29 137 11 52 475 392 internal_value=0.00184124 0.00483944 0.00811168 0.0834926 0.00269635 -0.00198338 internal_weight=127.191 122.679 118.029 7.9108 110.118 102.537 internal_count=1213 1096 959 63 896 867 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=7 num_cat=0 split_feature=20 13 19 19 19 19 split_gain=3.3003 3.35103 2.99268 6.0506 3.7267 3.72984 threshold=0.87060952110000012 49191.500000000007 0.70900696330000013 0.60557055170000018 0.49277379045000008 0.43664927860000008 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=-0.076946980762058595 -0.11787002092808306 0.0078048253296597661 0.068026718292958852 -0.11237618171063096 0.11783300514159858 -0.11656590475924432 leaf_weight=4.8739384207874537 2.2440797686576834 109.73196365404874 7.6866650506854048 4.3313092812895766 3.009543575346469 2.4654945880174628 leaf_count=134 8 1027 17 12 9 6 internal_value=0.0023841 0.00442697 0.00754437 0.00365518 0.00801748 0.00507183 internal_weight=134.343 132.099 127.225 119.538 115.207 112.197 internal_count=1213 1205 1071 1054 1042 1033 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=7 num_cat=0 split_feature=19 10 5 19 8 4 split_gain=12.5368 7.54379e-05 5.74302e-05 2.39681e-05 2.26526e-05 2.34652e-05 threshold=1.0000000180025095e-35 32.000000000000007 13540.000000000002 0.11576655965000002 7.3280863854038634 9249.0000000000018 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=0.076457080592493704 -0.077374847668044533 -0.075896029142638322 -0.075965167400945208 -0.07659536455570147 -0.077165116568872039 -0.076019220247539473 leaf_weight=7.4418874084949493 0.40122381411492825 1.9296977997291822 1.5046191900037218 13.911027553491298 0.65969427116215307 0.74475191766396243 leaf_count=17 9 154 81 845 25 82 internal_value=-0.0336878 -0.0764889 -0.0765554 -0.0766119 -0.0765919 -0.0765661 internal_weight=26.5929 19.151 17.2213 15.7167 15.3155 14.6558 internal_count=1213 1196 1042 961 952 927 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=7 num_cat=0 split_feature=8 8 10 8 4 3 split_gain=1.97146 2.73295 1.70323 1.67204 1.91799 4.46757 threshold=7.2680146144134401 6.9301478636517562 13.500000000000002 6.8239545792997527 1101.5000000000002 3.5000000000000004 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=0.0094657664004987718 -0.040855274036189916 0.16026638139422344 0.031795503628356002 -0.06946357104174318 0.025205389618781038 -0.050180513883470446 leaf_weight=58.547852300107479 9.4523531179875118 1.7709074243903149 2.4731346983462572 3.042931715026497 34.447521017864347 15.98634799569845 leaf_count=408 88 17 34 31 536 99 internal_value=0.00306361 0.00663411 0.0854024 0.00364998 0.00569142 -0.00332737 internal_weight=125.721 116.269 4.24404 112.025 108.982 74.5342 internal_count=1213 1125 51 1074 1043 507 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=7 num_cat=0 split_feature=5 10 15 0 3 2 split_gain=2.84089 2.98524 4.50704 2.88016 4.02744 7.41355 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 0.0041515000000000015 6.5000000000000009 7.5000000000000009 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=-0.07930622701880205 0.048645898668036452 -0.077950938241026335 0.093474694279879048 -0.038227670664535363 0.098849687109111822 -0.0022938158467244582 leaf_weight=4.187116482295095 12.275809586048124 4.2384806415066114 5.7921642884612075 24.112467716448009 8.1420921031385642 65.910142289008945 leaf_count=117 34 137 30 404 23 468 internal_value=0.00166876 0.00448314 0.00748914 0.00297954 -0.00273118 0.00882698 internal_weight=124.658 120.471 116.233 110.441 98.1647 74.0522 internal_count=1213 1096 959 929 895 491 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=7 num_cat=0 split_feature=21 20 19 19 21 19 split_gain=2.97039 3.03289 3.81354 5.08527 5.80953 4.01172 threshold=0.14357116100000003 0.87060952110000012 0.70900696330000013 0.60557055170000018 0.59547364865000019 0.31709358510000007 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=-0.087229161393863275 0.086714498203293716 -0.11274094760975957 0.077913710804680805 -0.10854496373627175 0.0033612390707039581 -0.11559481853091368 leaf_weight=3.6064410954713821 8.3526305779814702 2.1590350940823546 7.1149739846587172 3.9825967177748671 104.47559477062896 2.9141070470213881 leaf_count=26 18 8 14 10 1122 15 internal_value=0.00228249 0.00478498 0.00678548 0.00255849 0.00638147 0.00013327 internal_weight=132.605 128.999 126.84 119.725 115.742 107.39 internal_count=1213 1187 1179 1165 1155 1137 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=7 num_cat=0 split_feature=19 10 5 8 0 2 split_gain=11.3953 6.03701e-05 4.54284e-05 2.14926e-05 2.16223e-05 3.15473e-05 threshold=1.0000000180025095e-35 32.000000000000007 13540.000000000002 7.3280863854038634 10.023516500000001 2.5000000000000004 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=0.076317709606662551 -0.076362880735615771 -0.075812271917788068 -0.075882944425862284 -0.077056927929407104 -0.077211159161456128 -0.07651671642796308 leaf_weight=6.7677138447761536 8.7672649389132875 1.7469517739955325 1.3775822040624905 0.62623908650130111 0.77130463812500316 4.3074468374252319 leaf_count=17 746 154 81 25 31 159 internal_value=-0.0339582 -0.0763702 -0.0764317 -0.0764839 -0.076458 -0.0766222 internal_weight=24.3645 17.5968 15.8498 14.4723 13.846 5.07875 internal_count=1213 1196 1042 961 936 190 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=7 num_cat=0 split_feature=0 0 0 7 10 0 split_gain=2.47232 4.5391 4.71288 3.99092 5.83272 3.94185 threshold=47.407128000000007 30.036528000000001 4.9672220000000005 74.793645226185205 30.500000000000004 0.0053650000000000008 decision_type=10 10 10 10 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.016857952252412305 -0.084094099144685241 0.070206589302387629 -0.063395815128230212 0.13224661859296849 -0.076848608150135278 0.026685420306220189 leaf_weight=33.812805730849504 3.1912534534931174 9.8308324813842756 17.891640836372975 2.8672242984175673 2.4949506893754005 53.980319770053029 leaf_count=193 18 77 129 25 47 724 internal_value=0.00278465 0.0050783 -0.000687413 -0.0407162 0.0349573 0.00991505 internal_weight=124.069 120.878 111.047 23.2538 5.36217 87.7931 internal_count=1213 1195 1118 201 72 917 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=7 num_cat=0 split_feature=5 10 15 4 10 5 split_gain=2.61296 2.73584 4.06262 2.77737 2.8549 4.20789 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 126.00000000000001 30.500000000000004 3098.5000000000005 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=-0.078960803945907432 0.062267851673347918 -0.077729557782475395 0.092260299110721047 -0.034359831399048378 0.048978327880758489 0.0099173564218364724 leaf_weight=3.8828550679609171 7.3812902867794028 3.9201267622411242 5.355690896511077 34.576136131305248 10.172960311174391 56.5975336804986 leaf_count=117 29 137 30 519 53 328 internal_value=0.00175535 0.00441128 0.00723379 0.00304558 -0.00126771 -0.00687405 internal_weight=121.887 118.004 114.084 108.728 101.347 91.1737 internal_count=1213 1096 959 929 900 847 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=7 num_cat=0 split_feature=9 10 8 8 3 14 split_gain=2.73258 4.18919 3.04622 3.10337 2.84518 2.92564 threshold=7.8464943593056891 35.000000000000007 6.749388396265509 6.1516991880802205 12.500000000000002 2.5000000000000004 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=0.0054497489574536337 -0.066037086121667393 0.061301845518470614 0.088309727278318428 -0.087212298201933353 0.062836820542106153 -0.092131548218355605 leaf_weight=96.174833646044135 11.745582645758983 3.3119802474975595 4.4582822471857062 3.6084032729268065 8.4316270984709245 3.1738651236519209 leaf_count=685 306 39 17 121 33 12 internal_value=0.00204677 -0.0380283 0.00725564 0.00401149 0.0070656 0.00233235 internal_weight=130.905 15.0576 115.847 111.389 107.78 99.3487 internal_count=1213 345 868 851 730 697 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=7 num_cat=0 split_feature=19 10 3 8 0 0 split_gain=10.4612 5.20303e-05 2.13349e-05 2.02059e-05 1.8239e-05 2.40124e-05 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 7.3280863854038634 10.023516500000001 0.0053650000000000008 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=0.076212054286910705 -0.076577127485912 -0.07587242163687026 -0.075936925140152406 -0.076971575813297888 -0.076516227690477112 -0.076152556814782141 leaf_weight=6.2447680532932281 1.7724601989612008 2.8063579340232527 1.1619474249891926 0.56101253069937307 4.4382719225250193 5.3616671299096197 leaf_count=17 94 270 70 22 172 568 internal_value=-0.033654 -0.0762637 -0.0763463 -0.0763855 -0.0763571 -0.076258 internal_weight=22.3465 16.1017 13.2954 12.1334 11.5724 7.13413 internal_count=1213 1196 926 856 834 662 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=7 num_cat=0 split_feature=0 0 0 4 3 6 split_gain=2.25237 3.85063 4.17492 3.74542 7.76868 6.13807 threshold=47.407128000000007 30.036528000000001 4.9672220000000005 465.00000000000006 3.5000000000000004 123.90553021489937 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=0.0030124716643142664 -0.083409930503199614 0.064974922762570581 -0.039315179155007568 0.051746753827818882 -0.14479034926824361 -0.0590932053588916 leaf_weight=45.639746107161045 2.9589333012700072 9.7920602001249772 22.069548325613141 30.651324694976211 3.8566679060459128 5.9691709745675317 leaf_count=328 18 77 201 532 11 46 internal_value=0.00276354 0.00492479 -0.000510406 0.00943426 -0.00850405 0.0336797 internal_weight=120.937 117.979 108.186 86.1169 49.4964 36.6205 internal_count=1213 1195 1118 917 339 578 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=7 num_cat=0 split_feature=7 2 14 0 4 3 split_gain=2.64896 6.5106 4.89639 2.55609 3.74984 4.48814 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 60.179807500000003 65648.500000000015 75.000000000000014 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.0072212782507340804 0.24094643246823752 -0.083372328079924243 0.083915320703251708 0.089290540659550152 -0.12138244897036876 0.082706062742546674 leaf_weight=98.259339600335807 1.5432327985763521 2.9864142891019592 4.2248083529993892 2.9441208839416495 2.7058642320334902 5.8820971064269534 leaf_count=1005 4 66 62 13 24 39 internal_value=0.00159215 0.0545298 0.0146358 -0.00262894 -0.00516173 -0.00214202 internal_weight=118.546 8.75446 7.21122 109.791 106.847 104.141 internal_count=1213 132 128 1081 1068 1044 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=7 num_cat=0 split_feature=20 9 4 0 8 8 split_gain=2.59133 2.65202 2.96217 3.79096 2.62906 2.94454 threshold=0.87060952110000012 7.8464943593056891 24291.500000000004 11.230363000000002 6.749388396265509 6.1516991880802205 decision_type=10 10 8 10 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0086291010064948066 -0.10893763247629729 -0.071576081080556506 0.11366015636347925 -0.064028169534722804 0.085326959620047202 -0.086372332451875158 leaf_weight=104.27127337548882 2.0790803954005233 9.0000856714323128 2.4249060824513444 2.3783099018037319 4.3077250048518172 3.3679335229098788 leaf_count=722 8 277 18 50 17 121 internal_value=0.00179217 0.00362291 -0.0377341 0.0256779 0.00872231 0.00565659 internal_weight=127.829 125.75 13.8033 4.80322 111.947 107.639 internal_count=1213 1205 345 68 860 843 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=7 num_cat=0 split_feature=19 10 5 8 4 6 split_gain=9.51386 4.28359e-05 1.84334e-05 1.74389e-05 1.42545e-05 2.13401e-05 threshold=1.0000000180025095e-35 25.000000000000004 12295.000000000002 7.3280863854038634 343.00000000000006 84.576699671557861 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=0.076105598680410932 -0.076364895779002795 -0.075792763187614548 -0.075803234579077491 -0.076832964928368691 -0.075908268307375307 -0.076310591769863656 leaf_weight=5.6836453974246979 5.4383690087124688 2.536319005303084 0.87909949454478997 0.54034562129527408 2.3382632357534021 3.0227033030241728 leaf_count=17 359 270 61 25 203 278 internal_value=-0.0338226 -0.0761667 -0.0762444 -0.0762786 -0.0762508 -0.0761351 internal_weight=20.4387 14.7551 12.2188 11.3397 10.7993 5.36097 internal_count=1213 1196 926 865 840 481 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=7 num_cat=0 split_feature=0 2 5 0 4 0 split_gain=1.97464 3.2885 3.08121 2.29604 6.07573 6.99935 threshold=47.407128000000007 99.000000000000014 11641.500000000002 0.0041515000000000015 149.00000000000003 5.1500000000000012e-05 decision_type=10 10 10 8 8 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.091955909169811362 -0.08260533495246028 0.13491256488993095 -0.062726953661697657 0.012843096416283792 -0.091400884505663652 -0.1002880082134517 leaf_weight=5.8779658228158969 2.6549167633056632 1.9052448868751515 6.8210333399474612 90.594780975952744 7.854091487824916 2.7941596731543541 leaf_count=60 18 19 88 989 29 10 internal_value=0.002665 0.00461917 0.00244051 0.00659011 -0.027688 0.0300149 internal_weight=118.502 115.847 113.942 107.121 16.5262 8.67213 internal_count=1213 1195 1176 1088 99 70 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=7 num_cat=0 split_feature=5 0 3 2 3 5 split_gain=2.37839 2.54729 3.5026 3.21986 3.57396 5.33636 threshold=59.000000000000007 0.0041515000000000015 1.5000000000000002 6.5000000000000009 3.5000000000000004 126.00000000000001 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=-0.078654956469742743 0.048146936445239485 -0.086302157009177524 0.095056351254091509 -0.0055262583773940796 0.07990442023162575 -0.083993463765159565 leaf_weight=3.5880901776254168 11.733761198818682 4.6027359887957564 2.7574240462854531 79.114965140353888 10.212416619062422 4.1998209487646818 leaf_count=117 34 100 15 803 61 83 internal_value=0.00149436 0.0040479 -0.00108106 0.0029928 0.0422472 -0.0130291 internal_weight=116.209 112.621 100.887 96.2846 17.1697 6.95724 internal_count=1213 1096 1062 962 159 98 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=7 num_cat=0 split_feature=21 20 19 19 21 19 split_gain=2.42684 2.42759 3.14693 4.5791 4.7977 3.59716 threshold=0.14357116100000003 0.87060952110000012 0.70900696330000013 0.60557055170000018 0.59547364865000019 0.31709358510000007 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=-0.088704630104375001 0.077737068723055788 -0.10563837152338232 0.069748553825467893 -0.10574957884258405 0.0024163105997502877 -0.11200287756932169 leaf_weight=2.9063984081149101 8.4305869787931424 1.9956933632493008 7.1831685528159133 3.846273496747016 98.254366156645119 2.8267041891813269 leaf_count=26 18 8 14 10 1122 15 internal_value=0.00160889 0.003751 0.00556206 0.00149475 0.00526139 -0.00078339 internal_weight=125.443 122.537 120.541 113.358 109.512 101.081 internal_count=1213 1187 1179 1165 1155 1137 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=7 num_cat=0 split_feature=20 10 3 0 8 0 split_gain=8.58015 3.22524e-05 1.45759e-05 1.57882e-05 2.69037e-05 1.68016e-05 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 3.0028960000000002 6.7963979550449611 0.0053650000000000008 decision_type=8 10 10 8 10 10 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=0.075990300050188558 -0.076319557389275372 -0.075736558079849636 -0.075770007392910177 -0.076218919103980945 -0.076953753410745243 -0.075912483308098536 leaf_weight=5.1034744083881378 1.4888707119971503 2.3549447340192264 0.95575981447473246 5.0651721628382811 0.55258963210508216 3.1784093489404768 leaf_count=17 94 270 70 225 27 510 internal_value=-0.0345713 -0.0760731 -0.0761436 -0.0761783 -0.0762912 -0.0760423 internal_weight=18.6992 13.5957 11.2408 10.285 5.61776 4.66728 internal_count=1213 1196 926 856 252 604 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=7 num_cat=0 split_feature=0 0 0 7 10 4 split_gain=1.81314 2.86981 3.65034 3.58232 3.97208 3.56109 threshold=47.407128000000007 30.036528000000001 4.9672220000000005 73.492879307441498 30.500000000000004 465.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.0087276536407524703 -0.082047617197504363 0.056227054557633487 -0.070918138739535216 0.065928074256233302 -0.076482479152049254 0.033219340349978803 leaf_weight=48.407895065844059 2.4905641563236705 9.7013914957642537 12.818128395825626 5.2815982103347761 3.1128815859556198 34.779464608989656 leaf_count=339 18 77 87 38 76 578 internal_value=0.00235939 0.0042018 -0.000632659 -0.0376622 0.0131187 0.00880979 internal_weight=116.592 114.101 104.4 21.2126 8.39448 83.1874 internal_count=1213 1195 1118 201 114 917 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=7 num_cat=0 split_feature=7 7 14 5 8 10 split_gain=2.1643 4.89138 3.03976 2.35004 4.82725 5.26148 threshold=79.482860341514581 79.627473653027394 2.5000000000000004 3098.5000000000005 4.4954850976912946 30.500000000000004 decision_type=10 8 10 8 10 10 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.010787815437304093 0.25397115864724562 -0.04704744233132982 0.080633005077834038 0.0094342439057054969 -0.07686783291481028 0.084012239111135686 leaf_weight=22.121628212742507 1.0317200981080503 3.4607444088906059 4.0429118992760777 64.307489037979394 17.004088360816244 2.3088680915534487 leaf_count=290 3 67 62 447 321 23 internal_value=0.00137772 0.0498162 0.0217458 -0.00253218 -0.0211044 -0.0576346 internal_weight=114.277 8.53538 7.50366 105.742 41.4346 19.313 internal_count=1213 132 129 1081 634 344 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=7 num_cat=0 split_feature=3 4 4 4 13 8 split_gain=2.26554 2.93713 5.40634 2.24148 2.32019 3.06677 threshold=75.000000000000014 24291.500000000004 4433.0000000000009 3336.5000000000005 49199.500000000007 5.2927476730057128 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=-0.078996588596643838 -0.086787126008407101 0.066505305113133142 -0.081679741465362832 0.083323204795967387 -0.0047493344840688944 0.035021054451130233 leaf_weight=3.3378299055621028 2.8259965619072309 7.0336232818663111 7.5797923165373495 3.5968778501264742 73.366930697113276 26.35406026430428 leaf_count=132 66 49 285 41 420 220 internal_value=0.00172389 0.00378651 -7.51638e-05 0.0057243 0.003016 0.0057611 internal_weight=124.095 121.269 114.235 106.656 103.059 99.721 internal_count=1213 1147 1098 813 772 640 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=7 num_cat=0 split_feature=20 10 3 8 0 0 split_gain=7.919 2.85127e-05 1.17201e-05 1.29026e-05 1.09418e-05 1.31131e-05 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 7.3280863854038634 6.6571905000000013 0.0053650000000000008 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=0.075917577042494772 -0.076226916628505517 -0.075654806425528687 -0.075708333342229067 -0.076614699759005256 -0.076186789835843399 -0.075864813443407342 leaf_weight=4.735666424036026 1.3852176060900063 2.1069723003311074 0.87570025143213648 0.44771040277555663 4.050409010844306 3.5971545508364215 leaf_count=17 94 270 70 22 198 542 internal_value=-0.0341626 -0.0759901 -0.0760584 -0.0760907 -0.0760647 -0.0759655 internal_weight=17.1988 12.4632 10.3562 9.48049 9.03278 4.98237 internal_count=1213 1196 926 856 834 636 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=7 num_cat=0 split_feature=0 2 5 2 11 4 split_gain=1.6587 2.68998 2.64021 1.9495 3.38927 2.51316 threshold=47.407128000000007 99.000000000000014 11641.500000000002 12.500000000000002 11.500000000000002 44228.500000000007 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=0.0041153489566853113 -0.08152692126490485 0.12352058279589338 -0.060749627857152613 0.05967709718369836 -0.10576010737352015 -0.062237160949137421 leaf_weight=87.512599980458617 2.3117885440587989 1.8533789888024319 6.3132546395063391 11.360804230906066 2.9004533365368834 1.9865386169403798 leaf_count=815 18 19 88 242 17 14 internal_value=0.00231677 0.00404852 0.00203689 0.00585711 0.000590541 0.0415321 internal_weight=114.239 111.927 110.074 103.76 90.4131 13.3473 internal_count=1213 1195 1176 1088 832 256 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=7 num_cat=0 split_feature=16 10 10 10 5 8 split_gain=2.18138 2.31138 5.40918 2.72506 2.58038 4.66084 threshold=2.0000000000000004 30.500000000000004 35.000000000000007 16.500000000000004 3098.5000000000005 5.2436569921791092 decision_type=10 10 8 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.004394607730634493 -0.088201087575076803 0.087562974143553102 -0.07729701162778968 -0.098382278100039258 0.03132412817688511 -0.060894352071040686 leaf_weight=59.928791537880898 2.656423289794474 8.1732524000108207 2.63084042351693 2.809189290739595 22.308916982263327 13.374317505396901 leaf_count=433 92 53 62 103 160 310 internal_value=0.00133529 0.00351287 0.0474189 -0.00130687 0.00154531 -0.00751751 internal_weight=111.882 109.225 10.8041 98.4212 95.612 73.3031 internal_count=1213 1121 115 1006 903 743 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=7 num_cat=0 split_feature=21 3 4 4 4 4 split_gain=2.07049 2.08047 2.42031 5.0581 2.12348 8.1799 threshold=0.14357116100000003 75.000000000000014 24291.500000000004 4433.0000000000009 219.50000000000003 267.00000000000006 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=-0.088962101853755943 -0.019119980187773947 -0.086589760159323695 0.063526238872805743 -0.08125404386055865 0.17923130131241338 0.0088043926736425231 leaf_weight=2.4821169041097164 23.520069845020771 2.5190721265971652 6.718956157565116 6.8890652731060973 2.9243242442607871 76.205633642151952 leaf_count=26 238 64 49 284 6 546 internal_value=0.00143079 0.00331976 0.00526791 0.00169444 0.00726129 0.0151027 internal_weight=121.259 118.777 116.258 109.539 102.65 79.13 internal_count=1213 1187 1123 1074 790 552 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=7 num_cat=0 split_feature=19 10 3 8 0 0 split_gain=7.05361 2.50663e-05 9.75508e-06 1.1148e-05 8.80581e-06 1.02145e-05 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 7.3280863854038634 6.6571905000000013 0.0053650000000000008 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=0.075807054955000133 -0.076131511627576975 -0.075577960139218942 -0.075642932722713441 -0.0765144332801274 -0.076098306107647548 -0.075798955393502843 leaf_weight=4.1902433931827545 1.2805535700172122 1.8600306891603384 0.7909814082086094 0.41666623298078853 3.7411783793941149 3.3134754633065313 leaf_count=17 94 270 70 22 198 542 internal_value=-0.0351428 -0.0759138 -0.0759792 -0.0760096 -0.0759844 -0.0758917 internal_weight=15.5931 11.4029 9.54286 8.75187 8.33521 4.59403 internal_count=1213 1196 926 856 834 636 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=7 num_cat=0 split_feature=0 4 0 0 7 4 split_gain=1.57053 5.15219 6.15258 2.47701 3.67822 4.64155 threshold=0.0046810000000000003 149.00000000000003 2.8000000000000006e-05 2.7156310000000006 73.492879307441498 255.00000000000003 decision_type=8 8 8 8 8 10 left_child=1 2 -1 -2 5 -5 right_child=3 -3 -4 4 -6 -7 leaf_value=0.10046124970102109 0.023475663401595154 -0.085425568063226473 -0.07679005221204234 0.036977315679970667 0.01176673503142614 -0.076907093557302381 leaf_weight=4.8307576775550798 46.707890338264406 7.7341737896204004 3.2933574393391618 4.9679888114333179 31.734648547135293 12.798095146194099 leaf_count=55 701 35 15 29 282 96 internal_value=0.00215105 -0.0270073 0.028607 0.00695728 -0.00862913 -0.0450612 internal_weight=112.067 15.8583 8.12412 96.2086 49.5007 17.7661 internal_count=1213 105 70 1108 407 125 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=7 num_cat=0 split_feature=5 0 5 2 6 7 split_gain=2.17706 2.42301 3.22473 2.91156 3.0655 4.66205 threshold=59.000000000000007 0.0041515000000000015 108.50000000000001 6.5000000000000009 85.225096274575819 73.492879307441498 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=-0.078358385476773262 0.048205338908621165 -0.085533227283667107 0.041107281514099786 -0.063465961867960094 0.076952275665950268 -0.007885662520533172 leaf_weight=3.3221529424190512 11.032729476690291 4.3381086438894263 16.218630886636674 8.1658888477832061 7.2820690730586639 58.613880840595812 leaf_count=117 34 97 162 155 42 606 internal_value=0.00134965 0.00385603 -0.0013152 0.0027316 -0.0056722 0.00148966 internal_weight=108.973 105.651 94.6186 90.2805 74.0618 65.8959 internal_count=1213 1096 1062 965 803 648 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=7 num_cat=0 split_feature=20 19 19 19 21 21 split_gain=2.09238 2.04617 4.09439 2.9393 3.75208 4.14362 threshold=0.87060952110000012 0.70900696330000013 0.60557055170000018 0.49277379045000008 0.22161084545000001 0.57329773635000014 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=-0.1120624081004183 -0.1026027340412637 0.052601471648868241 -0.1023040781533337 0.10041426725294621 0.096931966465573699 -0.00087437814929542919 leaf_weight=2.8870903216302395 1.9056095629930485 7.7750018611550322 3.812194697558879 3.0202757343649855 4.5380813106894493 95.191102609038353 leaf_count=24 8 17 12 9 10 1133 internal_value=0.00134181 0.00303155 -0.000489786 0.00318447 0.000322735 0.00357621 internal_weight=119.129 117.224 109.449 105.637 102.616 99.7292 internal_count=1213 1205 1188 1176 1167 1143 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=7 num_cat=0 split_feature=19 10 3 0 8 0 split_gain=6.36789 1.87208e-05 7.51066e-06 8.46678e-06 1.27235e-05 8.17316e-06 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 3.0970780000000002 6.7963979550449611 0.0053650000000000008 decision_type=8 10 10 8 10 10 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=0.075723600197516616 -0.076032089411822865 -0.075536760486763541 -0.075588446334343154 -0.075962511364364063 -0.076533716481088657 -0.075711689705414878 leaf_weight=3.7690202444791794 1.1655908660031813 1.7250852974830184 0.7229223847389229 3.9225379712879667 0.43300899444147933 2.5120663440320641 leaf_count=17 94 270 70 223 27 512 internal_value=-0.0357516 -0.0758379 -0.0758972 -0.075925 -0.0760193 -0.0758132 internal_weight=14.2502 10.4812 8.75613 8.0332 4.35555 3.67766 internal_count=1213 1196 926 856 250 606 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=7 num_cat=0 split_feature=0 2 5 2 11 4 split_gain=1.49294 2.37778 2.08773 1.65254 3.1293 1.96708 threshold=47.407128000000007 99.000000000000014 11641.500000000002 12.500000000000002 11.500000000000002 44228.500000000007 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=0.0034284987550722854 -0.080983883640279586 0.11724129602193221 -0.057898392857154236 0.05536087479458375 -0.10603943617790078 -0.056286657844923906 leaf_weight=84.814109798520803 2.1307433657348147 1.8085371255874623 5.585385186597704 10.687332963570949 2.6943562924861899 1.8514357246458537 leaf_count=815 18 19 88 242 17 14 internal_value=0.00190396 0.00354777 0.00160122 0.00492293 5.80178e-05 0.0388753 internal_weight=109.572 107.441 105.633 100.047 87.5085 12.5388 internal_count=1213 1195 1176 1088 832 256 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=7 num_cat=0 split_feature=5 4 7 7 5 5 split_gain=1.96726 2.15025 2.02411 3.41719 2.96374 4.04693 threshold=59.000000000000007 126.00000000000001 79.482860341514581 79.627473653027394 3098.5000000000005 63.000000000000007 decision_type=8 8 10 8 8 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=-0.078044368064334346 0.058695003853444366 0.14627967568432454 0.20761436691053148 0.021349403090743759 0.0080399374232716821 -0.039045593956097663 leaf_weight=3.0336929513141504 6.64314842224121 1.2314904332160974 1.1482981313019962 6.923119710292668 60.747445766814053 27.281001911498606 leaf_count=117 29 2 3 129 447 486 internal_value=0.00133363 0.00364966 -0.00010734 0.0478488 -0.00444382 -0.0310412 internal_weight=107.008 103.975 97.3314 8.07142 89.2599 28.5125 internal_count=1213 1096 1067 132 935 488 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=7 num_cat=0 split_feature=9 10 8 8 3 9 split_gain=1.76611 2.61265 2.42764 2.24758 2.3104 2.20134 threshold=7.8464943593056891 35.000000000000007 6.749388396265509 6.1516991880802205 12.500000000000002 6.3944237114723839 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=0.0059044031664958483 -0.061686063533801454 0.058042763520154445 0.081272435356353312 -0.085792428529777962 0.058814766394972989 -0.043709221824966692 leaf_weight=81.935469903983176 8.7385576176457089 2.3028736580163232 4.0465458035469046 2.816538984887301 7.3330476414412251 10.038737623952327 leaf_count=565 306 39 17 121 33 132 internal_value=0.00134917 -0.0367146 0.00530771 0.00229769 0.00479609 0.000489209 internal_weight=117.212 11.0414 106.17 102.124 99.3073 91.9742 internal_count=1213 345 868 851 730 697 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=7 num_cat=0 split_feature=19 10 3 0 8 2 split_gain=5.81897 1.5172e-05 6.20864e-06 7.15028e-06 1.09104e-05 6.57723e-06 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 3.0970780000000002 6.7963979550449611 3.5000000000000004 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=0.075659941952203658 -0.075750397736717989 -0.075493349204435373 -0.075537814005424642 -0.076241787810662792 -0.076439018916582849 -0.075840666488396269 leaf_weight=3.4401605576276779 3.3827017201110703 1.5876531163230527 0.66101964539848257 0.46947025228291783 0.40616594278253604 3.1622427119873464 leaf_count=17 606 270 70 35 27 188 internal_value=-0.0360363 -0.075776 -0.0758315 -0.0758576 -0.0759475 -0.0758925 internal_weight=13.1094 9.66925 8.0816 7.42058 4.03788 3.63171 internal_count=1213 1196 926 856 250 223 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=7 num_cat=0 split_feature=13 7 9 7 7 10 split_gain=1.39011 1.61922 1.31362 6.93237 3.13027 3.16407 threshold=49199.500000000007 81.319949314960709 6.0436561408275784 37.403523016077571 76.749899509128667 30.500000000000004 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=0.0051314064256120211 -0.060642503343912427 0.086169341871253136 0.016475780328791049 -0.098319842614466191 0.071159672866806925 -0.066002154184272507 leaf_weight=54.570144763216376 3.4496622355654827 2.3375321030616751 26.399636270478368 7.3499963805079451 8.2074040183797461 5.646008155308663 leaf_count=473 68 29 327 31 191 94 internal_value=0.00181493 0.00387651 0.0019938 -0.00714838 0.016057 0.00194429 internal_weight=107.96 104.511 102.173 61.9201 40.253 32.0456 internal_count=1213 1145 1116 504 612 421 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=7 num_cat=0 split_feature=10 15 6 9 9 11 split_gain=1.77139 2.97024 2.16282 2.91808 2.73096 2.14021 threshold=35.000000000000007 6.5000000000000009 125.41388227829954 7.9977884217092452 7.9538636625854737 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=0.0040351089331756252 -0.076820614004893581 0.088497029221683149 -0.080347828684584621 0.062847804898773618 0.059291284420783734 -0.052392837222254421 leaf_weight=74.513553555123508 2.8299664510413995 3.9420788511633864 6.4752663467079374 1.8239755965769298 8.2550496896728855 7.3879750072956076 leaf_count=697 137 30 79 22 68 180 internal_value=0.00122465 0.00338159 -2.63559e-05 -0.0488768 0.00447051 -0.00105501 internal_weight=105.228 102.398 98.4558 8.29924 90.1566 81.9015 internal_count=1213 1076 1046 101 945 877 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=7 num_cat=0 split_feature=3 4 4 4 0 6 split_gain=1.73658 2.10332 4.11269 2.03707 1.86798 4.73669 threshold=75.000000000000014 24291.500000000004 4433.0000000000009 3336.5000000000005 19.409948500000002 91.780055058083263 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=0.0067759388959593011 -0.085889112062050299 0.06035494814777792 -0.080595608228675397 0.081569156297330081 -0.099940935056951341 0.032801030236890717 leaf_weight=87.262715127319098 2.241365526802837 6.0523742400109759 6.0118981029372653 3.3199906325899056 5.69960819929838 5.0878179967403412 leaf_count=708 66 49 285 41 30 34 internal_value=0.00127604 0.00299834 -0.000234447 0.00453148 0.00192298 -0.0373341 internal_weight=115.676 113.434 107.382 101.37 98.0501 10.7874 internal_count=1213 1147 1098 813 772 64 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=7 num_cat=0 split_feature=19 10 3 0 8 2 split_gain=5.24346 1.25746e-05 4.93386e-06 5.23311e-06 8.00956e-06 5.89383e-06 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 3.0970780000000002 6.7963979550449611 3.5000000000000004 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=0.075591041183796531 -0.075697829979317163 -0.075444116744041237 -0.075494278787756997 -0.076165567207795673 -0.07631430986993866 -0.075772750789953894 leaf_weight=3.0878015011548996 3.1326587379444373 1.4191323483246376 0.6013609084766357 0.43980540893971998 0.37073716288432468 2.9041289770975709 leaf_count=17 606 270 70 35 27 188 internal_value=-0.0366383 -0.0757169 -0.0757689 -0.075793 -0.0758733 -0.0758244 internal_weight=11.9556 8.86782 7.44869 6.84733 3.71467 3.34393 internal_count=1213 1196 926 856 250 223 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=7 num_cat=0 split_feature=0 0 0 7 10 4 split_gain=1.372 2.10828 2.61137 3.06153 3.8288 2.86363 threshold=47.407128000000007 30.036528000000001 4.9672220000000005 74.793645226185205 30.500000000000004 465.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.0085756428682459331 -0.08068908186301077 0.048962758162590644 -0.057816313473948014 0.11223264874122901 -0.076287712011385539 0.030941482948153937 leaf_weight=46.479463361203671 1.9817967489361752 9.2196064852178079 14.033241328783335 2.7006482258439055 1.7922947723418472 30.287096437066793 leaf_count=339 18 77 129 25 47 578 internal_value=0.00173779 0.0033008 -0.00111701 -0.0348145 0.0370294 0.00701525 internal_weight=106.494 104.512 95.2927 18.5262 4.49294 76.7666 internal_count=1213 1195 1118 201 72 917 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=7 num_cat=0 split_feature=5 4 3 5 2 4 split_gain=1.80032 1.82951 1.84617 4.10458 3.41029 2.85186 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 63.000000000000007 6.5000000000000009 5982.5000000000009 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=-0.077808380345438799 0.05424860087639985 0.13599419836730559 0.059427364126903665 -0.058000703883344801 -0.03662822772695494 0.0090204809153582605 leaf_weight=2.8108767867088309 6.5940812826156607 1.2187979817390413 10.105765743181108 10.373609750531614 18.359821774996817 53.759027922991663 leaf_count=117 29 2 69 196 388 412 internal_value=0.00112463 0.00333425 -0.000244344 -0.0376045 0.00502287 -0.00260064 internal_weight=103.222 100.411 93.817 11.5924 82.2246 72.1188 internal_count=1213 1096 1067 198 869 800 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=7 num_cat=0 split_feature=21 0 6 8 0 4 split_gain=1.66099 1.69694 3.86942 3.99364 3.34668 2.91259 threshold=0.14357116100000003 18.636041000000002 84.576699671557861 4.7473932594258565 10.015687500000002 24291.500000000004 decision_type=8 10 8 8 10 10 left_child=-1 4 -3 -4 5 -2 right_child=1 2 3 -5 -6 -7 leaf_value=-0.08983331809399818 -0.00071563806966499404 -0.09748086566931502 0.09416113342571765 -0.046105071423561655 0.07670317748395504 0.10176897101525054 leaf_weight=1.9696946609765289 89.091144348261878 5.2599882334470722 3.4644521474838248 4.9019029699265966 6.5034986501559606 2.8621617406606665 leaf_count=26 1001 30 13 81 40 22 internal_value=0.00120017 0.00279995 -0.0302747 0.0119782 0.00737746 0.00247432 internal_weight=114.053 112.083 13.6263 8.36636 98.4568 91.9533 internal_count=1213 1187 124 94 1063 1023 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=7 num_cat=0 split_feature=19 10 5 0 8 2 split_gain=4.82767 9.87321e-06 3.8918e-06 4.15546e-06 5.19188e-06 5.43896e-06 threshold=1.0000000180025095e-35 25.000000000000004 12295.000000000002 3.0970780000000002 6.7963979550449611 3.5000000000000004 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=0.075544719433510266 -0.075642056754072831 -0.075410329954861979 -0.075434437540088786 -0.07610120241688173 -0.076157752509908902 -0.075711573020925849 leaf_weight=2.85033218562603 2.8566303567495179 1.2982425944646818 0.47327229683287431 0.41231404431164342 0.37189129530452181 2.7333992598578334 leaf_count=17 599 270 61 35 37 194 internal_value=-0.0364681 -0.0756632 -0.0757111 -0.0757317 -0.0758044 -0.0757626 internal_weight=10.9961 8.14575 6.84751 6.37423 3.5176 3.14571 internal_count=1213 1196 926 865 266 229 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=7 num_cat=0 split_feature=15 16 10 16 0 4 split_gain=1.35637 2.65469 1.78073 3.97649 1.2732 4.93474 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 0.0041515000000000015 156.00000000000003 decision_type=10 10 10 10 8 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0291062051821693 -0.07315822083026538 0.050040326121359308 -0.065343265897631564 0.085140272361742042 0.0073880123074094878 -0.09185791538078289 leaf_weight=7.4106744304299337 5.9303291356191021 2.4806925915181637 3.4636645456776014 6.1859580297023049 72.860013199970126 6.1890337392687798 leaf_count=70 95 92 54 193 684 25 internal_value=0.00168489 -0.0368228 0.00505489 0.00768681 0.00214522 -0.0259428 internal_weight=104.52 8.41102 96.1093 92.6457 86.4597 13.5997 internal_count=1213 187 1026 972 779 95 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=7 num_cat=0 split_feature=7 2 14 7 5 5 split_gain=1.6652 2.53529 3.59407 1.61688 1.59304 1.92939 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 77.399719452751199 59.000000000000007 63.000000000000007 decision_type=10 10 10 10 8 8 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.077609886538788128 0.14561544997343367 -0.082481156896669877 0.077788313052303756 -0.088104789840337649 0.12794561367785912 2.5775025022650621e-05 leaf_weight=2.6037145275622597 1.9134817495942105 2.3513258965685964 3.4555032229982316 2.1572689064778379 1.1951939463615406 87.476542314980179 leaf_count=117 4 66 62 83 2 879 internal_value=0.00115197 0.045787 0.0128913 -0.00253621 -0.000513823 0.00174999 internal_weight=101.153 7.72031 5.80683 93.4327 91.2755 88.6717 internal_count=1213 132 128 1081 998 881 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=7 num_cat=0 split_feature=20 19 19 19 19 19 split_gain=1.88476 1.78142 3.67792 2.52464 3.04234 1.94075 threshold=0.87060952110000012 0.70900696330000013 0.60557055170000018 0.49277379045000008 0.43664927860000008 0.23075891465000004 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=-0.0010546059789667925 -0.10002953986934714 0.048785534073135656 -0.099750289524949021 0.092864780998923091 -0.11325641419528348 0.057568918087131972 leaf_weight=87.396232421277091 1.8177327960729588 7.7735422551631919 3.628358118236064 3.0148748606443396 2.3174413070082656 6.0371842682361594 leaf_count=1144 8 17 12 9 6 17 internal_value=0.000967768 0.00263419 -0.000869519 0.00276307 -7.39368e-05 0.00273334 internal_weight=111.985 110.168 102.394 98.7657 95.7509 93.4334 internal_count=1213 1205 1188 1176 1167 1161 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=7 num_cat=0 split_feature=19 10 3 0 8 2 split_gain=4.47034 7.85878e-06 3.11123e-06 3.71115e-06 4.77167e-06 4.18634e-06 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 3.0970780000000002 6.7963979550449611 3.5000000000000004 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=0.075506711827700135 -0.075591021128169303 -0.075377863556452623 -0.075421158077802419 -0.076018661135375976 -0.076120199126931187 -0.075663004772113893 leaf_weight=2.6471436843276024 2.6419881233014166 1.1926808956195598 0.51097218017093826 0.38217635825276453 0.31604209798388172 2.4695171893108636 leaf_count=17 606 270 70 35 27 188 internal_value=-0.0362417 -0.0756133 -0.0756577 -0.0756785 -0.0757515 -0.0757107 internal_weight=10.1605 7.51338 6.3207 5.80972 3.16774 2.85169 internal_count=1213 1196 926 856 250 223 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=7 num_cat=0 split_feature=0 2 3 0 4 0 split_gain=1.24481 1.90146 1.58861 1.2465 4.22618 5.36755 threshold=47.407128000000007 99.000000000000014 63.500000000000007 0.0041515000000000015 156.00000000000003 5.1500000000000012e-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=0.084110244400028844 -0.080178106615311495 0.10850646004160276 -0.07898751500700775 0.0076876690047883098 -0.08607014581311373 -0.10036726166314691 leaf_weight=5.0305012539029104 1.8350962251424778 1.6775032766163338 2.4138918230310074 83.655197233892977 6.1665160246193409 2.2975643649697304 leaf_count=60 18 19 41 1035 30 10 internal_value=0.00144645 0.00292598 0.0011471 0.00313822 -0.0250646 0.0262711 internal_weight=103.076 101.241 99.5637 97.1498 13.4946 7.32807 internal_count=1213 1195 1176 1135 100 70 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=7 num_cat=0 split_feature=5 0 5 4 3 2 split_gain=1.52114 1.74726 2.94612 2.84809 1.70069 4.84558 threshold=59.000000000000007 0.0041515000000000015 108.50000000000001 126.00000000000001 6.5000000000000009 7.5000000000000009 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=-0.07738631270645846 0.042645137093520614 -0.085679728582272199 0.15347641131866596 -0.030691039155905143 0.091697842240216737 -0.0014927121065220455 leaf_weight=2.4062189757823935 10.021491207182406 3.9633374381810418 1.2320910692214955 14.562557727098463 6.1386038437485686 61.269741827156395 leaf_count=117 34 97 2 306 23 634 internal_value=0.00115647 0.00310106 -0.00144531 0.00256716 0.00029887 0.00699377 internal_weight=99.594 97.1878 87.1663 83.203 81.9709 67.4083 internal_count=1213 1096 1062 965 963 657 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=7 num_cat=0 split_feature=9 9 9 8 4 0 split_gain=1.61749 2.26609 3.19259 3.39473 3.70371 6.29224 threshold=7.8464943593056891 7.465643208092291 6.3944237114723839 5.2927476730057128 538.50000000000011 4.9672220000000005 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=-0.0042464682425453325 -0.038534041231888583 0.050581728329175617 -0.058135906022331069 0.13365034854591573 -0.090020959020631466 0.065700685653728191 leaf_weight=66.547513839788735 9.4914472037926298 9.7067544434685242 8.6250245040282589 3.7626995146274593 3.6526556285098186 8.9598185867071134 leaf_count=440 345 173 103 8 103 41 internal_value=0.000938742 0.00463886 -0.000232433 0.00579027 0.0465789 0.0206027 internal_weight=110.746 101.254 91.5477 82.9227 16.3752 12.6125 internal_count=1213 868 695 592 152 144 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=7 num_cat=0 split_feature=20 10 3 0 8 4 split_gain=4.10944 6.03451e-06 2.44066e-06 3.32514e-06 4.11869e-06 2.67066e-06 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 3.0970780000000002 6.7963979550449611 219.50000000000003 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=0.075466568197717243 -0.075539842115280476 -0.075352470177581454 -0.075388929745433306 -0.075944038304867817 -0.076051526519117812 -0.075622691944107687 leaf_weight=2.4384070187807083 2.4124230468296446 1.1064264265005475 0.47008125705178816 0.29106739955023009 0.2969682510010897 2.3203794111032039 leaf_count=17 606 270 70 33 27 190 internal_value=-0.0361181 -0.0755665 -0.0756073 -0.0756266 -0.0756986 -0.0756585 internal_weight=9.33575 6.89735 5.79092 5.32084 2.90842 2.61145 internal_count=1213 1196 926 856 250 223 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=7 num_cat=0 split_feature=0 2 3 7 2 11 split_gain=1.15217 1.66926 1.44842 1.27753 0.983124 2.52337 threshold=47.407128000000007 99.000000000000014 63.500000000000007 82.432836039982377 12.500000000000002 11.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.00023307351594748128 -0.079858567967726668 0.10306531444184903 -0.07870125378635473 0.08748685871416706 0.026980161569110123 -0.10420898763234124 leaf_weight=78.455258479341865 1.7229137085378159 1.6275012120604504 2.2308543408289543 1.7491612974554289 12.800910974852739 2.3835702314972869 leaf_count=800 18 19 41 22 296 17 internal_value=0.00121694 0.00262439 0.000949855 0.00281265 0.00123096 -0.00284645 internal_weight=100.97 99.2473 97.6198 95.3889 93.6397 80.8388 internal_count=1213 1195 1176 1135 1113 817 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=7 num_cat=0 split_feature=7 2 14 20 21 20 split_gain=1.51299 2.15881 3.14074 1.52278 1.91308 3.13289 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 0.78051033435000006 0.32816394200000004 0.31369619650000008 decision_type=10 10 10 10 8 8 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.049898891328918324 0.13670187810020212 -0.081805290866416247 0.074807011343968374 0.043009022834222588 0.077997680277437934 -0.0063297225096179731 leaf_weight=8.9648810029029828 1.8941055089235295 2.1275422382168472 3.2162816799245775 6.7841899916529647 4.7028357610106468 69.712332121096551 leaf_count=40 4 66 62 17 14 1010 internal_value=0.000980248 0.0449692 0.0124548 -0.00255096 -0.00625794 -0.00100046 internal_weight=97.4022 7.23793 5.34382 90.1642 83.38 74.4152 internal_count=1213 132 128 1081 1064 1024 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=7 num_cat=0 split_feature=3 4 4 3 7 7 split_gain=1.57182 1.59809 3.50251 1.67739 1.66792 3.5224 threshold=75.000000000000014 24291.500000000004 4433.0000000000009 16.500000000000004 76.473063496013751 72.192781170150241 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=0.0011139770497965401 -0.08651222372572627 0.056162060553788175 -0.080088039941659722 0.087963214059619266 -0.028256017474574936 0.072848108524153368 leaf_weight=71.159454401582479 2.0101774367503813 5.3211176097393027 5.1889303160132831 2.3358516413718453 15.112033798359333 7.5737794316373757 leaf_count=483 66 49 285 16 257 57 internal_value=0.00109325 0.00274383 -6.02015e-05 0.00425727 0.00217379 0.00801447 internal_weight=108.701 106.691 101.37 96.1811 93.8453 78.7332 internal_count=1213 1147 1098 813 797 540 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=7 num_cat=0 split_feature=19 10 3 0 8 2 split_gain=3.74173 4.98478e-06 1.877e-06 2.5815e-06 3.40523e-06 2.7395e-06 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 3.0970780000000002 6.7963979550449611 3.5000000000000004 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=0.07542348596865317 -0.075500823123938715 -0.075321110617409787 -0.075363763900900979 -0.075876937513783493 -0.075979274791670159 -0.075566006712622188 leaf_weight=2.2125513628125191 2.2310339076211676 1.0159937525168059 0.43562440061941732 0.32795915612950999 0.27569699869491149 2.0838784906081855 leaf_count=17 606 270 70 35 27 188 internal_value=-0.0366113 -0.0755242 -0.0755627 -0.0755803 -0.0756463 -0.0756083 internal_weight=8.58274 6.37019 5.35419 4.91857 2.68753 2.41184 internal_count=1213 1196 926 856 250 223 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=7 num_cat=0 split_feature=13 7 4 9 6 7 split_gain=1.10975 1.23474 1.16693 1.01272 5.38133 2.5102 threshold=49199.500000000007 81.319949314960709 2168.5000000000005 6.0436561408275784 83.360795883618621 76.620775124742622 decision_type=10 10 10 10 10 8 left_child=1 3 -2 4 -1 -5 right_child=2 -3 -4 5 -6 -7 leaf_value=0.0044755443379717241 -0.10382117884701203 0.079323070451416011 0.027704840509041047 0.0010553980530339372 -0.08834244242338013 0.06620810216813651 leaf_weight=51.612399864941835 1.9700386784970754 2.0748761445283881 1.0258130645379422 28.574456156697124 7.106384150683879 7.4566492075100532 leaf_count=470 31 29 37 409 34 203 internal_value=0.00115728 0.00301195 -0.0587852 0.00134086 -0.00675766 0.0145388 internal_weight=99.8206 96.8248 2.99585 94.7499 58.7188 36.0311 internal_count=1213 1145 68 1116 504 612 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=7 num_cat=0 split_feature=10 10 10 15 6 5 split_gain=1.40378 2.27144 1.86645 1.71566 1.78346 2.17942 threshold=35.000000000000007 30.500000000000004 16.500000000000004 6.5000000000000009 125.41388227829954 4118.5000000000009 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=-0.0043422145578264695 -0.076468549506070613 0.055611214609166272 -0.092577934199481834 0.089523298664950915 -0.056417045303648244 0.045731745249196834 leaf_weight=66.339946624822915 2.2929760236293069 7.473849629983305 2.2096704845316699 2.1117894165217868 5.5654551424086085 10.002475513145326 leaf_count=743 137 70 103 13 73 74 internal_value=0.000835021 0.00272669 -0.00185703 0.000528879 -0.00176562 0.00221854 internal_weight=95.9962 93.7032 86.2293 84.0197 81.9079 76.3424 internal_count=1213 1076 1006 903 890 817 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=7 num_cat=0 split_feature=21 0 6 8 0 4 split_gain=1.50668 1.48584 3.2859 3.26656 2.60097 2.50315 threshold=0.14357116100000003 18.636041000000002 85.225096274575819 4.9190838115666322 10.015687500000002 24291.500000000004 decision_type=8 10 10 10 10 10 left_child=-1 4 -3 -4 5 -2 right_child=1 2 3 -5 -6 -7 leaf_value=-0.090947775756084037 -0.00025250246118985349 -0.095610682973501879 0.08635519451942307 -0.044699200834012819 0.071706319809977617 0.10101066590776636 leaf_weight=1.7491411715745924 84.762820868054405 4.7167328968644124 3.2675741910934448 4.5505802966654301 5.8202223181724539 2.5134760774672023 leaf_count=26 1001 30 13 81 40 22 internal_value=0.00110398 0.00262826 -0.0296936 0.0100746 0.00698019 0.00266378 internal_weight=107.381 105.631 12.5349 7.81815 93.0965 87.2763 internal_count=1213 1187 124 94 1063 1023 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=7 num_cat=0 split_feature=19 10 3 0 8 4 split_gain=3.45648 4.19834e-06 1.5102e-06 1.98431e-06 2.51685e-06 1.84819e-06 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 3.0970780000000002 6.7963979550449611 219.50000000000003 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=0.075393034132701514 -0.075465119177829984 -0.075286746520044578 -0.075333969458030933 -0.075819099056568473 -0.07589622439209387 -0.075531138539438575 leaf_weight=2.0519619286060333 2.0661256302846596 0.90461838827468444 0.39663441106677044 0.25137281976640302 0.25377188925631333 1.9667402531486002 leaf_count=17 606 270 70 33 27 190 internal_value=-0.0362519 -0.0754848 -0.0755211 -0.0755374 -0.0755979 -0.0755638 internal_weight=7.89123 5.83926 4.93465 4.53801 2.47188 2.21811 internal_count=1213 1196 926 856 250 223 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=7 num_cat=0 split_feature=13 4 0 4 0 0 split_gain=0.972746 1.09904 1.06818 3.67998 4.77447 1.76868 threshold=49199.500000000007 2168.5000000000005 0.0041515000000000015 156.00000000000003 5.1500000000000012e-05 0.030394000000000001 decision_type=10 10 8 10 10 8 left_child=2 -2 3 4 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.080635375094516029 -0.10368444620231743 0.026618979715274937 0.057217639599106397 -0.084323241171587404 -0.098930089410487906 0.0026623711196799415 leaf_weight=4.7430381402373296 1.8022364266216748 1.0100810704752801 6.4406063947826615 5.641873300075531 2.1528427228331566 76.851003209128976 leaf_count=60 31 37 124 29 10 922 internal_value=0.00108352 -0.0568842 0.00278471 -0.0244274 0.0245764 0.00688091 internal_weight=98.6417 2.81232 95.8294 12.5378 6.89588 83.2916 internal_count=1213 68 1145 99 70 1046 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=7 num_cat=0 split_feature=19 5 0 5 4 3 split_gain=1.34865 1.40423 2.03955 2.70727 2.36509 1.45397 threshold=0.094494154350000012 59.000000000000007 0.0053650000000000008 108.50000000000001 126.00000000000001 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=-0.080550107648352964 -0.077158423326253958 0.048287264082300725 -0.084698284325914433 0.14098551069135012 -0.028600417316865863 0.0075311775688304732 leaf_weight=1.9947703443467617 2.1581504046916953 9.5017864853143674 3.6623763330280772 1.2276839017868031 13.562897703610359 62.276459264336154 leaf_count=23 117 30 97 2 303 641 internal_value=0.000801152 0.0025576 0.00446425 -0.000693685 0.00329838 0.0010695 internal_weight=94.3841 92.3894 90.2312 80.7294 77.067 75.8394 internal_count=1213 1190 1073 1043 946 944 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=7 num_cat=0 split_feature=9 9 4 0 0 5 split_gain=1.43147 1.77352 1.52828 2.4106 1.23365 4.96113 threshold=7.8464943593056891 7.7505088972553491 24291.500000000004 11.230363000000002 0.15951900000000005 169.00000000000003 decision_type=10 10 8 10 8 10 left_child=1 4 -2 -4 5 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=0.010087558649348393 -0.070593451668979373 0.080263463599509713 0.10977227905959866 -0.062494147786648906 0.0098346718858122739 -0.081729468962105936 leaf_weight=21.733724802732471 5.4049634005641538 2.9909930867142966 1.4918518736958515 1.7833537564147262 64.370170714799315 8.0699334656819683 leaf_count=209 277 39 18 50 458 162 internal_value=0.000978559 0.00445445 -0.0379302 0.015973 0.00204673 -0.0147737 internal_weight=105.845 97.1648 8.68017 3.27521 94.1738 29.8037 internal_count=1213 868 345 68 829 371 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=7 num_cat=0 split_feature=19 10 3 0 8 2 split_gain=3.05258 3.35432e-06 1.20506e-06 1.59472e-06 2.15822e-06 1.94001e-06 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 3.0970780000000002 6.7963979550449611 3.5000000000000004 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=0.075343134258327504 -0.075429344394200071 -0.075263123871879778 -0.075307813665451057 -0.075763446336678114 -0.07583900424876884 -0.075481273935110949 leaf_weight=1.7898178473114967 1.8960691621177828 0.82887806519283902 0.36572425335180003 0.28277906076982695 0.23715845879632969 1.7610533684492109 leaf_count=17 606 270 70 35 27 188 internal_value=-0.0377619 -0.0754481 -0.0754819 -0.0754971 -0.0755534 -0.0755203 internal_weight=7.16148 5.37166 4.54278 4.17706 2.28099 2.04383 internal_count=1213 1196 926 856 250 223 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=7 num_cat=0 split_feature=10 13 15 16 3 5 split_gain=0.879729 2.85918 1.49609 3.25376 1.1759 3.19784 threshold=30.500000000000004 49191.500000000007 4.5000000000000009 1.0000000180025095e-35 15.500000000000002 3125.0000000000005 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=0.0032689303081458033 0.054538998761637793 -0.078856378279593936 -0.063769517001108653 0.081625783924297535 0.04240763125813931 -0.077715332909636586 leaf_weight=69.745689325034618 2.4507406502962104 4.6659750589169562 3.179279174655675 5.3487739334814242 6.3553345166146746 5.2424007449299088 leaf_count=666 110 97 34 193 79 34 internal_value=0.000924539 -0.0329198 0.0036046 0.00607542 0.00110757 -0.00239266 internal_weight=96.9882 7.11672 89.8715 86.6922 81.3434 74.9881 internal_count=1213 207 1006 972 779 700 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=7 num_cat=0 split_feature=7 2 14 7 20 19 split_gain=1.25301 1.71407 2.53056 1.43567 1.20469 1.77048 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 77.399719452751199 0.78051033435000006 0.70900696330000013 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=4.4320528980173144e-05 0.12386295251717749 -0.08067676462906688 0.070407265580628417 -0.088517106582393076 0.039904115590081973 -0.060174916361907561 leaf_weight=72.334900605026633 1.8716308772563923 1.837685420643538 2.7943494156934321 1.8941308469511557 6.7906385585665694 5.2356376722455016 leaf_count=968 4 66 62 83 17 13 internal_value=0.000773758 0.0431003 0.0104671 -0.00241767 -0.000484509 -0.00402019 internal_weight=92.759 6.50367 4.63203 86.2553 84.3612 77.5705 internal_count=1213 132 128 1081 998 981 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=7 num_cat=0 split_feature=20 19 19 21 19 3 split_gain=1.6628 1.50124 3.32379 2.14496 3.1074 1.38053 threshold=0.87060952110000012 0.70900696330000013 0.60557055170000018 0.59547364865000019 0.31709358510000007 75.000000000000014 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.048503540390385208 -0.09703632597051727 0.044929853205205234 -0.097361400320939567 0.0032415115187872804 -0.10868962244904888 -0.086031391943400135 leaf_weight=9.2452101688832027 1.7003446370363224 7.769537925720214 3.4350673630833617 77.769049303256907 2.6566461697220793 1.7717007573228318 leaf_count=39 8 17 12 1058 15 64 internal_value=0.00104448 0.00266918 -0.000791546 0.00283613 -0.00230035 0.00125304 internal_weight=104.348 102.647 94.8777 91.4426 82.1974 79.5408 internal_count=1213 1205 1188 1176 1137 1122 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=7 num_cat=0 split_feature=19 16 9 7 4 0 split_gain=2.85949 2.50239e-06 9.24007e-07 1.37552e-06 1.15878e-06 1.15925e-06 threshold=1.0000000180025095e-35 1.0000000180025095e-35 6.7403507733948809 72.101959779429492 295.00000000000006 7.8329330000000006 decision_type=8 10 8 8 10 10 left_child=-1 2 4 -4 5 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=0.075322938145864549 -0.07543780562537937 -0.075294000180311974 -0.075740562463240527 -0.075476622285781447 -0.075344691359724381 -0.075698833992070419 leaf_weight=1.686661571264267 0.83752263872884281 1.257615453621838 0.23301070253364708 1.2937452038167976 1.1215460347011683 0.21351115731522441 leaf_count=17 224 424 26 218 271 33 internal_value=-0.0371467 -0.0754159 -0.0754573 -0.0755169 -0.0754154 -0.0754908 internal_weight=6.64361 4.95695 3.69934 1.52676 2.17258 1.05103 internal_count=1213 1196 772 244 528 257 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=7 num_cat=0 split_feature=7 7 7 9 10 9 split_gain=0.822162 0.841154 2.39769 2.3891 1.90785 0.986851 threshold=82.681978676551509 78.999015316736262 76.749899509128667 6.0503829548602548 30.500000000000004 7.9163220838855954 decision_type=10 10 10 10 10 10 left_child=1 2 4 -3 5 -1 right_child=-2 3 -4 -5 -6 -7 leaf_value=-0.0027117705463733967 0.072345216632429557 -0.11546685666547762 0.069108218334646573 0.016228262140459096 -0.064292103361806949 0.029712514395039698 leaf_weight=68.056240386329591 1.5861230921000231 2.32605967670679 5.0424139737151554 3.3779670796357095 4.6292920378036788 10.888441401999442 leaf_count=667 16 5 117 132 105 171 internal_value=0.00094675 -0.00025391 0.00214199 -0.037476 -0.0018984 0.00176035 internal_weight=95.9065 94.3204 88.6164 5.70403 83.574 78.9447 internal_count=1213 1197 1060 137 943 838 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=7 num_cat=0 split_feature=5 4 7 4 4 8 split_gain=1.20911 1.40431 1.23013 2.11941 3.34823 2.56441 threshold=59.000000000000007 126.00000000000001 79.482860341514581 5982.5000000000009 7457.0000000000009 4.4954850976912946 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=-0.076981142562363089 0.049089675512836037 0.012658264427823963 0.041796099733030008 0.080682526290661971 -0.0013917664471815459 -0.050517864009691694 leaf_weight=1.9629976665601123 5.9989506900310507 10.290318763814868 6.2146718450821927 5.6009409395046523 44.159212309867144 17.105687325121835 leaf_count=117 29 147 132 71 341 376 internal_value=0.000653383 0.00235862 -0.00100392 -0.00445132 0.00784641 -0.026788 internal_weight=91.3328 89.3698 83.3708 77.1562 49.7602 27.396 internal_count=1213 1096 1067 935 412 523 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=7 num_cat=0 split_feature=9 9 9 6 8 6 split_gain=1.26351 1.57595 1.68451 3.63078 3.01452 2.70891 threshold=7.8464943593056891 7.5629028176013291 6.3944237114723839 126.01722756410258 5.2927476730057128 112.86773671905685 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=0.00064085436492949195 -0.037068154970158411 0.051320896588765423 -0.074177213072609161 0.063456719300861372 0.046443062628491086 -0.098533385831651998 leaf_weight=61.175018541514874 8.0666034267051128 6.5926214333157978 7.3286917684599739 2.5954680144786835 14.660560153424738 2.8840489089488974 leaf_count=417 345 147 120 9 152 23 internal_value=0.00093234 0.00415101 0.000642893 -0.0381818 0.00553751 -0.00382414 internal_weight=103.303 95.2364 88.6438 9.92416 78.7196 64.0591 internal_count=1213 868 721 129 592 440 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=7 num_cat=0 split_feature=20 10 3 9 7 8 split_gain=2.60185 2.18872e-06 8.16787e-07 9.89336e-07 2.26757e-06 1.07594e-06 threshold=1.0000000180025095e-35 25.000000000000004 23.500000000000004 7.9102388992724508 72.526974132964313 7.3931442313733742 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.075291964244991127 -0.075409169823509412 -0.075221820615421306 -0.075258223397320703 -0.076001170737614851 -0.075267208857813156 -0.075654772345060087 leaf_weight=1.5294884815812111 3.1757307921652691 0.6998173875035717 0.30969790375092987 0.095593726262450107 0.1610573444631882 0.12900948384776711 leaf_count=17 750 270 70 3 85 18 internal_value=-0.037607 -0.0753846 -0.075414 -0.0754275 -0.0755788 -0.0754396 internal_weight=6.1004 4.57091 3.87109 3.56139 0.385661 0.290067 internal_count=1213 1196 926 856 106 103 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=7 num_cat=0 split_feature=0 0 0 4 9 7 split_gain=1.08112 1.44738 1.93274 2.47528 4.24888 4.3028 threshold=47.407128000000007 30.036528000000001 4.9672220000000005 465.00000000000006 6.7704134029830074 76.620775124742622 decision_type=10 10 10 10 10 8 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0087597982108247215 -0.079856797749389072 0.041901373523102088 -0.033018657682734473 0.084936541184388259 -0.034098468919547091 0.078221819309778173 leaf_weight=43.53616413846612 1.6258282307535399 8.4349923990666849 15.851485284045337 9.1687093153595942 11.317957866005601 4.881729611195623 leaf_count=339 18 77 201 186 188 204 internal_value=0.000986457 0.00239686 -0.00153466 0.00570823 0.0305376 -0.00025107 internal_weight=94.8169 93.191 84.756 68.9046 25.3684 16.1997 internal_count=1213 1195 1118 917 578 392 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=7 num_cat=0 split_feature=10 15 10 7 9 2 split_gain=1.21171 1.78995 1.4188 1.69109 3.86167 3.80858 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 73.896180555916175 7.9102388992724508 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.0028653003634802558 -0.076295457043110762 0.082899690801301038 0.050256713833956426 0.033233535096086328 0.092688860829844677 -0.067187414063671472 leaf_weight=58.840971635654569 2.0009174663573495 2.6782799344509831 5.2452369909733525 5.8246608292683986 4.5569136701524249 10.741534173255785 leaf_count=608 137 30 53 53 26 306 internal_value=0.000652278 0.00240413 -0.000125988 -0.00343084 0.00400294 -0.0318795 internal_weight=89.8885 87.8876 85.2093 79.9641 63.3979 16.5662 internal_count=1213 1076 1046 993 634 359 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=7 num_cat=0 split_feature=3 2 9 5 8 14 split_gain=1.22192 1.29235 2.18881 2.13886 1.48751 1.75132 threshold=75.000000000000014 18.500000000000004 7.8397116616035101 3327.5000000000005 6.7585825373291648 2.5000000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 4 -3 5 -1 right_child=-2 3 -4 -5 -6 -7 leaf_value=0.0025161752531132238 -0.084956345995837013 0.13763673164123566 -0.069445231661007648 0.0087661361227018963 0.067343069483152482 -0.082523537087137944 leaf_weight=83.666308419778943 1.6364391210954625 1.814948126208036 4.4226235786918542 4.4347524725599214 3.4155820384621611 2.4939002618193618 leaf_count=725 66 5 176 145 16 80 internal_value=0.000758236 0.00215743 -0.000770233 0.0461909 0.00262046 5.47077e-05 internal_weight=101.885 100.248 93.9984 6.2497 89.5758 86.1602 internal_count=1213 1147 997 150 821 805 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=7 num_cat=0 split_feature=19 10 4 6 7 3 split_gain=2.41104 1.75234e-06 6.17901e-07 8.10983e-07 9.08853e-07 1.03259e-06 threshold=1.0000000180025095e-35 25.000000000000004 295.00000000000006 84.576699671557861 74.170045924664578 22.500000000000004 decision_type=8 10 10 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.075271732016921458 -0.07542725657873342 -0.075200360285374718 -0.075252878416284211 -0.075550647311785679 -0.075306560861091387 -0.075262955763352235 leaf_weight=1.4244992807507515 1.6036333065712827 0.63036550770630118 0.65592650201870095 0.46939701389055699 0.65473413802101277 0.16992167104035616 leaf_count=17 340 270 208 74 264 40 internal_value=-0.0370965 -0.075354 -0.0753813 -0.0753435 -0.0753894 -0.0754742 internal_weight=5.60848 4.18398 3.55361 1.94998 1.29405 0.639319 internal_count=1213 1196 926 586 378 114 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=7 num_cat=0 split_feature=13 7 7 9 7 10 split_gain=0.81036 0.964173 0.892625 2.3787 1.79261 1.45697 threshold=49199.500000000007 81.319949314960709 78.999015316736262 6.7704134029830074 76.620775124742622 30.500000000000004 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=0.0027943808957006811 -0.056346216508037485 0.073458094372988988 -0.089797400497608121 0.078130985268425324 0.064029753768467992 -0.061622344912279074 leaf_weight=76.02035589562729 2.3960030530579379 1.8791160993278015 3.0740869492292395 1.1624919818714259 4.5987013881094745 3.6812073742039493 leaf_count=817 68 29 10 88 111 90 internal_value=0.00105429 0.0025754 0.00107097 -0.0437189 0.00332192 -0.00018086 internal_weight=92.812 90.416 88.5368 4.23658 84.3003 79.7016 internal_count=1213 1145 1116 98 1018 907 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=7 num_cat=0 split_feature=5 0 5 5 9 2 split_gain=1.11621 1.22911 2.49975 2.09207 1.87704 3.1145 threshold=59.000000000000007 0.0041515000000000015 108.50000000000001 126.00000000000001 5.6838105482676164 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=-0.076843797957015098 0.037765500704055641 -0.084399395807476962 0.092573778837223494 -0.060789751777541791 0.062565057062148197 -0.0046158117995485906 leaf_weight=1.8297362532466639 8.6818701997399312 3.5075898086652151 2.4651414006948462 4.9103811434470108 7.8195410007610908 58.731410804204643 leaf_count=117 34 97 11 119 76 759 internal_value=0.000444323 0.00208649 -0.00191382 0.00199987 -0.00112458 0.00327774 internal_weight=87.9457 86.1159 77.4341 73.9265 71.4613 66.551 internal_count=1213 1096 1062 965 954 835 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=7 num_cat=0 split_feature=0 6 6 0 4 4 split_gain=1.1001 3.05409 2.61654 2.30258 1.98213 3.24945 threshold=18.636041000000002 84.576699671557861 98.181572551691147 10.015687500000002 24291.500000000004 4433.0000000000009 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0029958145790177047 -0.094151129141142542 0.093486585244577036 -0.034311443230848358 0.069308839368514286 0.096215933221703701 -0.081256851093537641 leaf_weight=76.859570882283151 4.368457838892934 2.5356018245220193 4.3513689138926566 5.154261357150971 2.1068133004009715 4.8675543904537326 leaf_count=721 30 6 88 40 22 306 internal_value=0.000709547 -0.0287463 0.0127404 0.00443519 0.000446644 -0.00202216 internal_weight=100.244 11.2554 6.88697 88.9882 83.8339 81.7271 internal_count=1213 124 94 1089 1049 1027 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=7 num_cat=0 split_feature=19 10 2 0 6 7 split_gain=2.23401 1.35452e-06 5.07296e-07 5.50672e-07 5.09204e-07 6.67035e-07 threshold=1.0000000180025095e-35 25.000000000000004 2.5000000000000004 12.175047000000001 84.576699671557861 74.170045924664578 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.075251994084423249 -0.075372509142462726 -0.075186622580541651 -0.075246530589161323 -0.075554528755443565 -0.075434813314413943 -0.075282612907615509 leaf_weight=1.3242276534438133 1.2731150196632377 0.57924403311335471 0.65324058942496765 0.19116741186007846 0.56356133066583403 0.58879077527672052 leaf_count=17 304 270 219 31 116 256 internal_value=-0.0367835 -0.0753276 -0.0753525 -0.0753963 -0.0753171 -0.075357 internal_weight=5.17335 3.84912 3.26988 1.46428 1.80559 1.15235 internal_count=1213 1196 926 335 591 372 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=7 num_cat=0 split_feature=0 0 0 7 2 4 split_gain=0.894253 2.19031 1.53209 2.49015 2.56854 2.25098 threshold=41.369700000000009 30.036528000000001 4.9672220000000005 73.492879307441498 10.500000000000002 465.00000000000006 decision_type=10 10 10 8 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.0084754827387885437 -0.047115411879813676 0.061275699213433212 -0.063841359924609778 0.10928752332796028 -0.02799790022157533 0.029905110702482259 leaf_weight=43.180463783442974 3.7255522422492495 5.9902256391942492 8.9256495074368978 2.0798095688223848 3.9531869376078248 23.650334196165204 leaf_count=339 33 62 87 23 91 578 internal_value=0.000869957 0.00290656 -0.00136838 -0.0302975 0.0193297 0.00510679 internal_weight=91.5052 87.7797 81.7894 14.9586 6.033 66.8308 internal_count=1213 1180 1118 201 114 917 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=7 num_cat=0 split_feature=10 15 6 5 9 20 split_gain=1.06154 1.54418 1.29129 2.56962 1.76339 1.09062 threshold=35.000000000000007 6.5000000000000009 125.41388227829954 26041.500000000004 7.9588975289260775 0.78051033435000006 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=-0.0047055534605950789 -0.076171570889193366 0.081774254578009936 -0.085447213131186639 0.057586920139044401 0.061864993440594623 0.037560889199454495 leaf_weight=64.650772275635973 1.7753052627667774 2.3566776718944302 4.3803309071809045 1.7609200384467838 4.8059472413733593 6.7415257468819609 leaf_count=874 137 30 69 32 54 17 internal_value=0.000357651 0.00196177 -0.000322581 -0.0444341 0.00323262 -0.000714362 internal_weight=86.4715 84.6962 82.3395 6.14125 76.1982 71.3923 internal_count=1213 1076 1046 101 945 891 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=7 num_cat=0 split_feature=20 19 19 19 19 20 split_gain=1.4828 1.11206 3.06888 1.97494 2.58173 1.91945 threshold=0.87060952110000012 0.70900696330000013 0.60557055170000018 0.49277379045000008 0.43664927860000008 0.73719218350000004 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=0.00079280929164494453 -0.094742826691814483 0.038654461893831343 -0.095638510177061875 0.083303582220003836 -0.10833809328349593 0.11759168381221585 leaf_weight=79.653364081867039 1.5978754833340634 7.774440459907054 3.2850191295146933 2.9461665377020827 2.1432774290442458 1.4323204532265652 leaf_count=1157 8 17 12 9 6 4 internal_value=0.00080704 0.00237723 -0.000775404 0.0028408 -7.44559e-06 0.00285598 internal_weight=98.8325 97.2346 89.4601 86.1751 83.229 81.0857 internal_count=1213 1205 1188 1176 1167 1161 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=7 num_cat=0 split_feature=19 10 4 6 7 3 split_gain=2.0874 1.09449e-06 4.41007e-07 4.86968e-07 6.44875e-07 6.47798e-07 threshold=1.0000000180025095e-35 25.000000000000004 295.00000000000006 84.576699671557861 74.170045924664578 22.500000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.075237063694324868 -0.075368480189788242 -0.075170318157104496 -0.075215275565681361 -0.075473171092644439 -0.075253450887798723 -0.075224437359878243 leaf_weight=1.2453461922705173 1.3793948666425428 0.5244727280223741 0.5521083254716358 0.39896622631931655 0.54051758363493718 0.14196269609965384 leaf_count=17 340 270 208 74 264 40 internal_value=-0.0361056 -0.0753036 -0.0753268 -0.0752917 -0.0753307 -0.0754079 internal_weight=4.78277 3.53742 3.01295 1.63355 1.08145 0.540929 internal_count=1213 1196 926 586 378 114 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=7 num_cat=0 split_feature=15 16 3 7 9 16 split_gain=0.792797 1.93897 1.06352 1.99432 1.62608 1.3729 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 73.896180555916175 7.9538636625854737 1.0000000180025095e-35 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=0.00050545608580728439 -0.067477259263973216 0.059918410074412426 -0.046610770608224716 0.069547154991159876 -0.060966251787279373 0.071222436767409567 leaf_weight=69.359015734866261 4.5252663870342067 1.6232635113410649 2.0060683833435169 5.6158784292638302 4.1634899890050283 2.8584532043896607 leaf_count=691 95 92 35 94 50 156 internal_value=0.000818471 -0.0338437 0.00335555 0.0389748 -0.000198851 0.00330452 internal_weight=90.1514 6.14853 84.0029 7.62195 76.381 72.2175 internal_count=1213 187 1026 129 897 847 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=7 num_cat=0 split_feature=0 4 3 3 3 4 split_gain=1.03056 1.59968 1.94805 2.60064 2.25862 1.90796 threshold=64.315626000000009 65648.500000000015 75.000000000000014 13.500000000000002 6.5000000000000009 343.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.003352514379078346 0.082873399602096526 -0.093368032048935748 0.08045027351581821 -0.057397406019305645 0.03759398117100006 -0.044455876148986641 leaf_weight=45.278277964796871 1.4896275028586377 1.835388384759425 2.9761587698012582 7.6432074876502147 15.609918072121216 10.234417050378395 leaf_count=359 11 26 39 144 361 273 internal_value=0.000428738 -0.0010407 0.00103237 -0.00196843 0.00398825 -0.00546152 internal_weight=85.067 83.5774 81.742 78.7658 71.1226 55.5127 internal_count=1213 1202 1176 1137 993 632 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=7 num_cat=0 split_feature=21 9 4 4 0 4 split_gain=1.39898 1.04648 1.37989 6.34088 4.44375 3.56124 threshold=0.14357116100000003 7.8464943593056891 219.50000000000003 255.00000000000003 0.10875250000000002 176.00000000000003 decision_type=8 10 8 8 8 8 left_child=-1 2 5 -4 -5 -2 right_child=1 -3 3 4 -6 -7 leaf_value=-0.093773678323942178 -0.0011368850342066085 -0.035542860226511028 0.17659019457272146 -0.057729301162219297 0.016856255032232235 -0.12163682490283932 leaf_weight=1.5446260124444959 18.330920014530424 6.8391485116444519 2.262247532606124 9.3021696377545577 56.543996474705637 2.8314440175890914 leaf_count=26 207 336 4 144 465 31 internal_value=0.000639262 0.00215661 0.00504482 0.0119751 0.00631946 -0.0172593 internal_weight=97.6546 96.1099 89.2708 68.1084 65.8462 21.1624 internal_count=1213 1187 851 613 609 238 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=7 num_cat=0 split_feature=19 10 2 0 6 7 split_gain=1.92684 8.77602e-07 3.56828e-07 3.72513e-07 3.11639e-07 4.4644e-07 threshold=1.0000000180025095e-35 25.000000000000004 2.5000000000000004 12.175047000000001 84.576699671557861 74.170045924664578 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.075220739311408269 -0.075320902589883651 -0.07515617262785107 -0.075210173657927509 -0.075482372293501285 -0.075373580206810162 -0.075237231159598031 leaf_weight=1.1520606726408005 1.0930407142150222 0.4799706177873303 0.55355736531782873 0.16436017025262106 0.47310377418762073 0.48766547488048673 leaf_count=17 304 270 219 31 116 256 internal_value=-0.0359085 -0.075281 -0.0753026 -0.075342 -0.0752699 -0.0753044 internal_weight=4.40376 3.2517 2.77173 1.2574 1.51433 0.960769 internal_count=1213 1196 926 335 591 372 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=7 num_cat=0 split_feature=13 4 4 5 4 3 split_gain=0.711826 0.793941 0.78343 2.39332 2.1703 3.34166 threshold=49199.500000000007 2168.5000000000005 126.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 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=0.040484532028896347 -0.09936001912702197 0.025574347206455558 0.091849244381127987 -0.07110395338226759 -0.091108822480552965 0.0066553603240518903 leaf_weight=3.149921387434004 1.4398648217320436 0.78650093590840686 2.7814543247222892 4.9306664913892746 3.6747300475835791 71.986404402181506 leaf_count=39 31 37 40 29 16 1021 internal_value=0.00060566 -0.0552249 0.00204226 -0.0276053 0.00509633 0.00190712 internal_weight=88.7495 2.22637 86.5232 8.08059 78.4426 75.6611 internal_count=1213 68 1145 68 1077 1037 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 6 split_gain=1.0207 1.29649 1.25937 2.78137 2.00444 2.02969 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 85.071635054909578 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=-0.07670642222732868 0.11106038021054017 0.045835268364170248 -0.056399673057036054 0.052706707399738796 -0.061063297639434112 0.0038168158069326538 leaf_weight=1.6724194353446353 1.0798017978668202 5.7556903511285773 8.547389393206684 7.5515978019684544 5.2978941989131263 53.653157546883449 leaf_count=117 2 29 196 69 147 653 internal_value=0.000630445 0.00220996 0.000755402 -0.00270183 0.00419979 -0.00201392 internal_weight=83.558 81.8855 80.8057 75.05 66.5026 58.9511 internal_count=1213 1096 1094 1065 869 800 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=7 num_cat=0 split_feature=0 6 6 0 4 4 split_gain=0.892219 2.65352 2.16625 1.91779 1.67333 2.85278 threshold=18.636041000000002 84.576699671557861 98.181572551691147 10.015687500000002 24291.500000000004 4433.0000000000009 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0026495184292620196 -0.091403165918531051 0.088501005394901175 -0.031906027721088769 0.06608141409024286 0.094100012974324382 -0.080792321138800582 leaf_weight=75.186325595248491 3.970221929252145 2.3712145090103158 4.0398137469310313 4.6863575400784603 1.8581911679357279 4.3334886193624689 leaf_count=721 30 6 88 40 22 306 internal_value=0.000536069 -0.0271577 0.0126283 0.00387654 0.000294315 -0.0018977 internal_weight=96.4456 10.3813 6.41103 86.0644 81.378 79.5198 internal_count=1213 124 94 1089 1049 1027 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=7 num_cat=0 split_feature=19 10 4 0 6 7 split_gain=1.79707 6.87607e-07 2.86122e-07 3.18161e-07 3.16177e-07 4.38717e-07 threshold=1.0000000180025095e-35 25.000000000000004 295.00000000000006 7.8329330000000006 84.576699671557861 74.170045924664578 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.075206860806656839 -0.075297001779952244 -0.075144267859616865 -0.07518113412334812 -0.07545982968752335 -0.075351618298295411 -0.075212808905594938 leaf_weight=1.0809881910681725 1.0388064862927429 0.44050234436872404 0.46144493937026687 0.13567531039006997 0.45884622825542465 0.45197242431459017 leaf_count=17 307 270 208 33 114 264 internal_value=-0.0352785 -0.0752596 -0.0752796 -0.0753158 -0.0752486 -0.0752827 internal_weight=4.06824 2.98725 2.54675 1.17448 1.37226 0.910819 internal_count=1213 1196 926 340 586 378 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=7 num_cat=0 split_feature=0 0 0 7 2 4 split_gain=0.739265 1.63189 1.27638 2.16039 2.2535 1.95612 threshold=41.369700000000009 30.036528000000001 4.9672220000000005 73.492879307441498 10.500000000000002 465.00000000000006 decision_type=10 10 10 8 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.0079972209058789302 -0.044457552141836054 0.055012376787763051 -0.061988568804310508 0.10453553818717227 -0.028070707672821601 0.028489438658502536 leaf_weight=42.265342272818089 3.4882100839167824 5.5333037488162509 8.087061056401577 1.9815870746970183 3.6275112060829997 22.523988177068532 leaf_count=339 33 62 87 23 91 578 internal_value=0.000651691 0.00252449 -0.00117595 -0.0289122 0.0187765 0.00468735 internal_weight=87.507 84.0188 78.4855 13.6962 5.6091 64.7893 internal_count=1213 1180 1118 201 114 917 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 19 split_gain=0.981027 0.984058 1.84213 2.91462 2.47764 3.14587 threshold=0.094494154350000012 0.16732172635000001 0.40212573240000005 0.47672111840000003 0.60557055170000018 0.67776481820000012 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=-0.081249630993992711 0.062039856656335185 -0.052163906403319964 0.092777501372289323 -0.082720321782189007 0.092671428855530591 -0.0012324727990398164 leaf_weight=1.4422961045056579 2.6369162499904633 6.2454647049307823 3.551744282245636 3.4493476003408432 3.7891401201486588 61.013954803347588 leaf_count=23 6 21 6 12 9 1136 internal_value=0.000496267 0.0019575 -7.23902e-05 0.00445848 -0.000137492 0.00425824 internal_weight=82.1289 80.6866 78.0497 71.8042 68.2524 64.8031 internal_count=1213 1190 1184 1163 1157 1145 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=7 num_cat=0 split_feature=9 9 9 6 8 4 split_gain=0.868998 1.41606 1.3593 2.66489 2.64186 2.84048 threshold=7.8464943593056891 7.5629028176013291 6.3944237114723839 126.01722756410258 5.2927476730057128 1821.0000000000002 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=-0.0045063450122769478 -0.035031432778966316 0.050937029766276246 -0.071850890640846585 0.052462126027171686 0.0776282503647438 -0.024391891367296945 leaf_weight=61.089267699513584 6.4221566554042502 5.7754109904635689 6.2874276582151634 2.3761239349842072 8.7066393420100177 3.9750918359495708 leaf_count=440 345 147 120 9 51 101 internal_value=0.000483303 0.00306897 -0.000284697 -0.037756 0.00411587 0.04565 internal_weight=94.6321 88.21 82.4346 8.66355 73.771 12.6817 internal_count=1213 868 721 129 592 152 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=7 num_cat=0 split_feature=20 7 3 6 4 0 split_gain=1.62069 5.47864e-07 2.71197e-07 3.6195e-07 3.28508e-07 2.74104e-07 threshold=1.0000000180025095e-35 74.170045924664578 39.000000000000007 118.72500894918325 219.50000000000003 7.8329330000000006 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=0.075185637336266889 -0.075275780522276792 -0.075169705396488054 -0.075133531304962795 -0.075389742040242291 -0.075199955233253207 -0.075435784370425391 leaf_weight=0.96835558861494064 0.88475643773563273 0.78634487996168889 0.13843034213641647 0.25292047625407565 0.56668138195527706 0.12180683738552034 leaf_count=17 288 515 52 57 255 29 internal_value=-0.0360754 -0.0752402 -0.0752685 -0.0752787 -0.0752609 -0.0752951 internal_weight=3.7193 2.75094 1.9646 1.82617 1.57324 1.00656 internal_count=1213 1196 681 629 572 317 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=7 num_cat=0 split_feature=15 16 10 16 21 19 split_gain=0.726145 1.72778 0.954085 2.21877 0.776197 1.07353 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 0.21159832495000003 0.63319291535000011 decision_type=10 10 10 10 8 10 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.053814768237501455 -0.0661848232768871 0.059553056492846146 -0.059652848700076158 0.075005022852216122 0.0022262802103720897 -0.048335386536634155 leaf_weight=2.6846929471939802 4.2314432435668996 1.4733575363643465 2.3439729330129913 4.2905696965754023 66.620056064799428 4.4817596673965445 leaf_count=25 95 92 54 193 734 20 internal_value=0.000764447 -0.033711 0.00321002 0.00509724 0.00103221 -0.000960773 internal_weight=86.1259 5.7048 80.4211 78.0771 73.7865 71.1018 internal_count=1213 187 1026 972 779 754 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=7 num_cat=0 split_feature=21 20 21 20 21 0 split_gain=0.958378 1.68148 1.29847 1.61764 1.10079 1.06137 threshold=0.16093797035000004 0.78051033435000006 0.52831749655000015 0.58816367370000011 0.55015385715000009 0.0080415000000000018 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.05055693515478954 -0.033799318559025369 0.053706459170958745 0.09528080077881862 0.11210043715087659 0.029136881780984749 -0.0064893826684056244 leaf_weight=3.5267377700656652 10.608354672789572 5.9755921736359587 1.2297869548201561 1.3561972454190243 10.11357361730188 48.291248212102801 leaf_count=29 26 15 3 4 115 1021 internal_value=0.000426314 0.00274414 -0.00150913 0.00410723 0.00165127 -0.00032022 internal_weight=81.1015 77.5748 71.5992 60.9908 59.6346 58.4048 internal_count=1213 1184 1169 1143 1139 1136 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=7 num_cat=0 split_feature=10 5 2 16 8 0 split_gain=0.850332 1.70177 1.83675 1.45348 1.15043 3.7582 threshold=41.000000000000007 4795.5000000000009 18.500000000000004 1.0000000180025095e-35 4.4954850976912946 0.16056050000000002 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=-0.0051868528916201037 0.056520129204165909 -0.053614322611035471 0.095439100700784499 -0.062738684172465253 -0.027143780190139001 0.053340691974140611 leaf_weight=54.988984736613929 2.6204644790850571 5.8108254226390263 2.0668782982975236 3.5348262903280547 9.6987578696571308 14.43899691198021 leaf_count=377 117 219 50 139 143 168 internal_value=0.000362405 -0.00126296 0.00232739 -7.86215e-07 0.0028019 0.0210013 internal_weight=93.1597 90.5393 84.7284 82.6616 79.1267 24.1378 internal_count=1213 1096 877 827 688 311 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=7 num_cat=0 split_feature=19 7 3 9 2 5 split_gain=1.49058 4.2537e-07 2.10397e-07 3.58934e-07 2.62503e-07 1.98102e-07 threshold=1.0000000180025095e-35 74.170045924664578 39.000000000000007 7.9102388992724508 3.5000000000000004 108.50000000000001 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=0.075170759759896164 -0.075253476930773555 -0.075157309780713555 -0.075125422324833699 -0.075404188006860759 -0.075184441103044342 -0.075375264547736465 leaf_weight=0.89092342928051949 0.86273089039605177 0.72000572488468595 0.1296482347534037 0.15200798446312536 0.5094139894354156 0.15802668023388833 leaf_count=17 295 515 52 31 263 40 internal_value=-0.0360759 -0.0752223 -0.0752482 -0.0752576 -0.0752431 -0.0752723 internal_weight=3.42276 2.53183 1.81183 1.68218 1.53017 1.02076 internal_count=1213 1196 681 629 598 335 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=7 num_cat=0 split_feature=21 21 19 21 7 7 split_gain=0.687052 1.48334 1.96694 1.1707 4.016 0.960273 threshold=0.88726092775000021 0.77990823500000006 0.23075891465000004 0.59547364865000019 83.814145346247159 78.999015316736262 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=0.10559751880779594 0.066103152097012563 -0.075483032970567771 -0.034841147231042223 0.0035294104329494816 0.15663831369910214 -0.042339054617934857 leaf_weight=1.7939653331413863 1.5873720347881306 2.5448588095605365 8.7272275723516923 63.91467273235321 1.6822600550949562 4.9152187844738355 leaf_count=30 11 9 43 960 19 141 internal_value=0.000929837 -0.000307978 0.0020529 -0.00029133 0.00398487 0.000253893 internal_weight=85.1656 83.5782 81.0333 79.2394 70.5122 68.8299 internal_count=1213 1202 1193 1163 1120 1101 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=7 num_cat=0 split_feature=5 5 10 10 10 5 split_gain=0.924713 1.1292 0.90536 1.39411 1.22945 1.03034 threshold=59.000000000000007 63.000000000000007 35.000000000000007 30.500000000000004 16.500000000000004 4118.5000000000009 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=-0.076583132168751636 0.10615735150605564 -0.0048734939439075697 -0.076024446976895893 0.054683900419557875 -0.087712008322103865 0.028614640427682345 leaf_weight=1.5393754658289243 1.021005481481551 58.74681151821278 1.5235291137360025 4.6832264093682161 1.6217917404137541 10.890800811350344 leaf_count=117 2 666 137 70 103 118 internal_value=0.000173095 0.00167852 0.000301488 0.00183271 -0.00164072 0.000363799 internal_weight=80.0265 78.4872 77.4662 75.9426 71.2594 69.6376 internal_count=1213 1096 1094 957 887 784 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=7 num_cat=0 split_feature=0 6 6 0 4 4 split_gain=0.784595 2.3807 1.93002 1.5318 1.56359 2.67239 threshold=18.636041000000002 84.576699671557861 98.181572551691147 14.857993000000002 24291.500000000004 4433.0000000000009 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0031710653414500768 -0.090301157983642952 0.085444327772106698 -0.031932941603950285 0.084874207501267673 0.083873664877373813 -0.080338721866347884 leaf_weight=73.943361816927791 3.651157766580579 2.2451552599668512 3.7251390945166349 2.2492820257320991 2.2242807615548363 4.0414430050877845 leaf_count=730 30 6 88 16 34 309 internal_value=0.000330548 -0.0266927 0.0122073 0.00348369 0.00120128 -0.0011567 internal_weight=92.0798 9.62145 5.97029 82.4584 80.2091 77.9848 internal_count=1213 124 94 1089 1073 1039 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=7 num_cat=0 split_feature=19 7 3 9 2 0 split_gain=1.43603 3.54455e-07 1.68523e-07 2.74336e-07 2.14678e-07 2.21144e-07 threshold=1.0000000180025095e-35 74.170045924664578 39.000000000000007 7.9102388992724508 3.5000000000000004 7.8329330000000006 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=0.075168042218266423 -0.075234074168614121 -0.075143622006343239 -0.07511400885699393 -0.075373006129479392 -0.075170431313646119 -0.075375145808744562 leaf_weight=0.87345143780112267 0.81885240448173202 0.65649973710242182 0.11587585072265927 0.13913402135949571 0.46794079343089834 0.12856814078986645 leaf_count=17 304 515 52 31 263 31 internal_value=-0.0341649 -0.0752059 -0.0752303 -0.075239 -0.0752258 -0.0752532 internal_weight=3.20032 2.32687 1.67037 1.5545 1.41536 0.947421 internal_count=1213 1196 681 629 598 335 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 13 split_gain=0.693707 2.9969 3.97276 1.63935 1.69524 1.00777 threshold=0.0041515000000000015 156.00000000000003 5.1500000000000012e-05 0.030394000000000001 3698.5000000000005 49197.000000000007 decision_type=8 10 10 8 10 10 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.077808678690834243 0.086623590863653233 -0.08092282350422679 -0.10099689859929667 0.0038761344737221724 -0.068092311678976281 -0.041691864560179259 leaf_weight=4.1941805481910688 4.1032974729314438 4.8681293101981282 1.7657228186726568 63.305182277690619 0.85593701060861338 5.2563534048385909 leaf_count=60 124 30 10 866 14 109 internal_value=0.000918332 -0.0227125 0.0248345 0.00439865 0.0599205 0.000382608 internal_weight=84.3488 10.828 5.9599 73.5208 4.95923 68.5615 internal_count=1213 100 70 1113 138 975 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=7 num_cat=0 split_feature=5 0 5 8 6 7 split_gain=0.843736 1.1032 2.3428 1.67411 3.08959 1.23782 threshold=59.000000000000007 0.0041515000000000015 108.50000000000001 4.4479945522337943 85.225096274575819 73.492879307441498 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=-0.076463895844901195 0.036898180070048379 -0.084753182113352935 0.047052528605471669 -0.079160948527750186 0.045971935112734605 -0.002353100367661942 leaf_weight=1.4136944473721076 7.9029174260795108 3.3008601195178917 7.2110389443114391 5.0040311459451905 5.9566975422203532 48.112722807796672 leaf_count=117 34 97 69 181 75 640 internal_value=9.56744e-05 0.00149243 -0.00252866 0.00156599 -0.00398651 0.00297075 internal_weight=78.902 77.4883 69.5854 66.2845 59.0735 54.0694 internal_count=1213 1096 1062 965 896 715 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=7 num_cat=0 split_feature=9 9 9 7 6 7 split_gain=0.750291 1.25769 1.28789 2.28219 2.79415 2.39166 threshold=7.8464943593056891 7.5629028176013291 6.3944237114723839 42.71749970957368 97.504095962620923 31.717862370843921 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.00067181815229426479 -0.034730578972594461 0.048984654234083658 -0.038245910317155206 0.09589151650216024 -0.0085220274333719492 -0.095103188004297179 leaf_weight=58.529465523548424 5.7388051140005691 5.4757927071768782 8.1416293075308186 5.5048656202852699 4.7956580370664605 2.7288934895768753 leaf_count=507 345 147 129 19 33 33 internal_value=0.000267608 0.00262563 -0.000559446 0.00372834 0.0472793 -0.0035947 internal_weight=90.9151 85.1763 79.7005 71.5589 10.3005 61.2584 internal_count=1213 868 721 592 52 540 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=7 num_cat=0 split_feature=19 7 3 9 2 0 split_gain=1.31941 2.74344e-07 1.36214e-07 1.90273e-07 1.73224e-07 1.68263e-07 threshold=1.0000000180025095e-35 74.170045924664578 39.000000000000007 7.9102388992724508 3.5000000000000004 7.8329330000000006 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=0.075153955126184793 -0.075217286234424863 -0.075132877627119621 -0.075102813850617581 -0.075337529329449926 -0.075157109465834704 -0.075345578036850325 leaf_weight=0.80245029553771019 0.75537346274359218 0.60583643292920886 0.10572666669031594 0.12650949257658783 0.42988310806686059 0.11823465023189783 leaf_count=17 304 515 52 31 263 31 internal_value=-0.0342106 -0.0751899 -0.0752123 -0.0752204 -0.0752091 -0.0752346 internal_weight=2.94401 2.14156 1.53573 1.43 1.30349 0.873608 internal_count=1213 1196 681 629 598 335 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=7 num_cat=0 split_feature=0 0 0 5 20 5 split_gain=0.595691 2.29602 1.41154 1.50974 0.895384 0.921623 threshold=0.0041515000000000015 5.1500000000000012e-05 0.030394000000000001 3698.5000000000005 0.18647970780000003 510.00000000000006 decision_type=8 10 8 10 8 8 left_child=1 -1 3 -2 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=0.017640125695624086 0.084338187774747109 -0.078868233293532042 0.071319199230334349 -0.066522662277604949 0.013098721258132965 -0.010998236156835988 leaf_weight=6.040759325027464 3.7724689915776244 4.1647584671154618 1.7367704473435877 0.80489471647888411 26.348099280148745 39.918516788166016 leaf_count=65 124 35 13 14 301 661 internal_value=0.000877806 -0.0217439 0.00405862 0.0578105 0.00044054 -0.00141711 internal_weight=82.7863 10.2055 72.5808 4.57736 68.0034 66.2666 internal_count=1213 100 1113 138 975 962 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=7 num_cat=0 split_feature=7 2 14 20 20 19 split_gain=0.841049 0.944384 1.59696 0.849774 1.44382 0.934798 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 0.78051033435000006 0.67806301170000005 0.23075891465000004 decision_type=10 10 10 10 10 8 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.047938882567009886 0.10087584414126638 -0.078608030549255192 0.066880519185324672 0.031233978025640981 -0.083125809100818127 -0.0062572801807218182 leaf_weight=3.3597992854192853 1.6790370196104039 1.2686172616668046 1.8615349759347737 6.6608126237988463 2.355434536933898 60.340902164112777 leaf_count=29 4 66 62 17 9 1026 internal_value=-0.000130375 0.0403709 0.00791556 -0.00280895 -0.0062417 -0.00339878 internal_weight=77.5261 4.80919 3.13015 72.7169 66.0561 63.7007 internal_count=1213 132 128 1081 1064 1055 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=7 num_cat=0 split_feature=20 19 19 21 19 19 split_gain=1.28263 0.90854 2.66346 1.66772 2.77932 2.96026 threshold=0.87060952110000012 0.70900696330000013 0.60557055170000018 0.59547364865000019 0.31709358510000007 0.23075891465000004 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.043305532933676914 -0.09224979906127051 0.034731873953529724 -0.093168115591144088 -0.0019879817382926798 -0.10654180191923963 0.14784096361721547 leaf_weight=8.8391024963930231 1.4689349681138981 7.7229170054197303 3.0288471579551688 64.783185985230375 2.490819886326789 1.3460784405469883 leaf_count=39 8 17 12 1119 15 3 internal_value=0.000425444 0.00196872 -0.00117494 0.00242222 -0.00284405 0.00106183 internal_weight=89.6799 88.211 80.488 77.4592 68.6201 66.1293 internal_count=1213 1205 1188 1176 1137 1122 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=7 num_cat=0 split_feature=19 7 3 9 4 0 split_gain=1.22959 2.22877e-07 1.09605e-07 1.57259e-07 1.28157e-07 1.16398e-07 threshold=1.0000000180025095e-35 74.170045924664578 39.000000000000007 7.9102388992724508 465.00000000000006 20.176897000000004 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=0.075143879772681776 -0.075202652270131801 -0.075123181255780005 -0.075095979646973343 -0.075315309571141145 -0.075143571503256665 -0.075322713573522035 leaf_weight=0.75003432482481003 0.76409393950598337 0.56010635537677433 0.098669595317914971 0.11819673189893354 0.35103950768825598 0.090291544096544385 leaf_count=17 331 515 52 31 242 25 internal_value=-0.0339146 -0.0751766 -0.0751977 -0.0752052 -0.0751944 -0.0752153 internal_weight=2.73243 1.9824 1.42229 1.32362 1.20542 0.854385 internal_count=1213 1196 681 629 598 356 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=7 num_cat=0 split_feature=4 5 4 0 4 2 split_gain=0.660794 2.02556 1.79132 2.95286 1.84844 2.15589 threshold=126.00000000000001 63.000000000000007 149.00000000000003 0.0041515000000000015 219.50000000000003 3.5000000000000004 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.037127417168928818 0.088512920946999515 -0.069163088278732798 -0.078279303781478168 0.044948078571937562 -0.0569942113577801 0.0056367814544070801 leaf_weight=2.9471556171774855 2.4020306766033164 4.5778035372495651 4.4390798341482869 10.286650966852902 6.1570041552186003 51.194475005380809 leaf_count=39 40 29 30 124 29 922 internal_value=0.00070669 -0.0275343 0.00356 0.000728879 0.00591417 -0.00108701 internal_weight=82.0042 7.52496 74.4792 72.0772 67.6381 57.3515 internal_count=1213 68 1145 1105 1075 951 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=7 num_cat=0 split_feature=0 4 3 3 5 8 split_gain=0.871508 1.35613 1.56723 2.11027 1.65227 1.68147 threshold=64.315626000000009 65648.500000000015 75.000000000000014 13.500000000000002 3098.5000000000005 5.2436569921791092 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=0.004742070725554509 0.081602563935842365 -0.091617899886560106 0.079244464853837099 -0.056219710094554724 0.04740629120817369 -0.042530714571814766 leaf_weight=48.373746026773006 1.2790712006390084 1.6386275431141246 2.4353788411244741 6.5955670629627994 7.4651900362223378 8.9102804997237381 leaf_count=440 11 26 39 144 156 397 internal_value=-0.000250784 -0.00163898 0.000359413 -0.00233336 0.00315568 -0.002611 internal_weight=76.6979 75.4188 73.7802 71.3448 64.7492 57.284 internal_count=1213 1202 1176 1137 993 837 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=7 num_cat=0 split_feature=21 19 20 21 20 20 split_gain=1.29142 1.07154 1.15183 1.95753 2.47819 1.36834 threshold=0.14357116100000003 0.9405798606500001 0.78051033435000006 0.52831749655000015 0.55854025360000015 0.31369619650000008 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=-0.094198539686393246 0.04370040216753316 0.086994695532573885 -0.046677594362512176 -0.066071052735043143 -0.13442810300035743 0.0031643595487375422 leaf_weight=1.4139439342543481 10.550325453281401 1.4632850363850582 4.8432576321065417 2.9831580370664597 1.3952909931540478 66.215837405936327 leaf_count=26 26 4 15 12 6 1124 internal_value=0.000607127 0.00213998 0.00069598 0.00352355 -0.00248088 0.000179632 internal_weight=88.8651 87.4512 85.9879 81.1446 70.5943 69.199 internal_count=1213 1187 1183 1168 1142 1136 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=7 num_cat=0 split_feature=19 4 10 6 7 3 split_gain=1.12152 1.66057e-07 7.77189e-08 8.64512e-08 9.54126e-08 1.09366e-07 threshold=1.0000000180025095e-35 295.00000000000006 25.000000000000004 84.576699671557861 74.170045924664578 22.500000000000004 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075131742850662653 -0.075199282514126456 -0.075106662979488079 -0.075091039001834697 -0.07525256406753561 -0.075133767333792595 -0.075106348470844395 leaf_weight=0.68248264864087105 0.73108716885326464 0.27054902174859286 0.26903397400019458 0.21013122104341164 0.27360881045751739 0.067616908141644672 leaf_count=17 340 208 270 74 264 40 internal_value=-0.034207 -0.0751624 -0.0751377 -0.075153 -0.0751757 -0.075217 internal_weight=2.50451 1.82203 1.09094 0.821906 0.551357 0.277748 internal_count=1213 1196 856 586 378 114 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=7 num_cat=0 split_feature=21 19 4 5 4 3 split_gain=0.597541 0.698595 0.621105 1.74179 1.58992 2.72504 threshold=0.14357116100000003 0.63319291535000011 126.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 decision_type=8 10 8 10 8 8 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.061971171824013266 0.035194448272716991 -0.036862103353144375 0.087394856256820433 -0.064052362191983306 -0.08813474106297732 0.0067417827809317854 leaf_weight=1.5599438361823557 2.8914842270314685 4.960090894252061 2.2600199282169333 4.5524397343397141 3.1842430979013434 61.421882833587006 leaf_count=26 39 25 40 29 16 1038 internal_value=0.000680025 -0.000526113 0.00189926 -0.0255014 0.00494966 0.0020656 internal_weight=80.8301 79.2702 74.3101 7.44392 66.8661 64.6061 internal_count=1213 1187 1162 68 1094 1054 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.810335 1.29065 1.45882 1.79708 1.5481 1.9876 threshold=60.179807500000003 65648.500000000015 75.000000000000014 13.500000000000002 6416.0000000000009 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=0.0057266088290631144 0.067924849339561125 -0.093421140806104308 0.078484727987879296 -0.052993966695487726 0.051363948930336294 -0.044234390385762344 leaf_weight=48.256174469832331 1.6962499041110266 1.5120297195389856 2.2892116960138074 6.4360291720367959 5.8743688603863111 9.5364379459060711 leaf_count=417 15 24 39 144 156 418 internal_value=-0.00041275 -0.00198123 -7.13621e-05 -0.00263661 0.00245396 -0.00251752 internal_weight=75.6005 73.9043 72.3922 70.103 63.667 57.7926 internal_count=1213 1198 1174 1135 991 835 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=7 num_cat=0 split_feature=7 0 6 8 0 0 split_gain=0.714491 0.861318 1.95362 1.74442 1.34818 1.6356 threshold=81.319949314960709 18.636041000000002 84.576699671557861 4.9190838115666322 10.010986000000001 7.6228285000000016 decision_type=10 10 8 10 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0053438108910766387 -0.050672735031750217 -0.088599678623149422 0.083013558040067673 -0.036431009182117911 0.060616824081471954 -0.07472725709863097 leaf_weight=69.912795870332047 2.6257699690759173 3.2644100561737988 2.0099505633115777 3.1216819752007723 4.2119859764352432 2.6476958298590025 leaf_count=977 42 30 8 81 43 32 internal_value=0.000705165 0.00228916 -0.0281202 0.0103529 0.00561481 0.00242206 internal_weight=87.7943 85.1685 8.39604 5.13163 76.7725 72.5605 internal_count=1213 1171 119 89 1052 1009 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=7 num_cat=0 split_feature=19 2 0 4 19 15 split_gain=1.05227 1.31169e-07 8.96914e-08 5.55792e-08 4.95854e-08 4.1996e-08 threshold=1.0000000180025095e-35 3.5000000000000004 7.8329330000000006 109.00000000000001 0.11576655965000002 6.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=0.07512465739041807 -0.075268520992737328 -0.075135148996709714 -0.075271758080542872 -0.075137508843001327 -0.075175704993513545 -0.075080104631325542 leaf_weight=0.64519943483173847 0.074301006738096698 0.77550014465668937 0.096068464685231447 0.30731770116835833 0.2554341615177691 0.16877074865624309 leaf_count=17 27 699 35 222 74 139 internal_value=-0.0334047 -0.07515 -0.0751817 -0.0751681 -0.0751966 -0.0751253 internal_weight=2.32259 1.67739 0.733121 0.637053 0.329735 0.944271 internal_count=1213 1196 358 323 101 838 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=7 num_cat=0 split_feature=15 3 2 3 3 9 split_gain=0.614883 0.950731 1.14581 0.756641 1.36719 1.25472 threshold=4.5000000000000009 15.500000000000002 12.500000000000002 15.500000000000002 39.000000000000007 7.9538636625854737 decision_type=10 10 10 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0031442843000401227 -0.04665511534110825 -0.085017071126717803 0.075741856727618684 0.085386144806650494 -0.0081772674922073723 -0.058214550701489599 leaf_weight=64.766930210404098 1.9272608133032911 2.0747293813619763 1.268082750495523 2.977272958494722 3.2849193778820336 3.5134585527703157 leaf_count=847 99 54 34 63 66 50 internal_value=0.000704279 -0.0323064 0.00191853 0.00303809 0.0363062 -1.30165e-05 internal_weight=79.8127 5.27007 3.19534 74.5426 6.26219 68.2804 internal_count=1213 187 133 1026 129 897 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=7 num_cat=0 split_feature=10 10 10 13 10 6 split_gain=0.745103 1.22807 1.04865 0.834013 1.21021 0.85513 threshold=35.000000000000007 30.500000000000004 16.500000000000004 49181.500000000007 13.500000000000002 125.41388227829954 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.062568479136980729 -0.075867995280851877 0.053717260586674059 -0.085745982106189111 0.0027673704353502974 -0.083105179968486154 -0.045301947753763595 leaf_weight=2.0314044570550323 1.2895408150507126 4.1396288266405454 1.4758220514049742 59.883592618163675 1.8108506600838143 3.9445785768330088 leaf_count=34 137 70 103 708 88 73 internal_value=-0.000514611 0.000811309 -0.00235605 -0.000537402 -0.00249041 -0.000203312 internal_weight=74.5754 73.2859 69.1462 67.6704 65.639 63.8282 internal_count=1213 1076 1006 903 869 781 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=7 num_cat=0 split_feature=9 9 10 8 8 3 split_gain=0.68154 1.07489 1.35738 1.06328 1.22171 0.921708 threshold=7.8464943593056891 7.9966239479282715 35.000000000000007 6.749388396265509 6.0957778243233358 12.500000000000002 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=0.00010287507940913058 -0.079078900574951816 0.076345240578562193 0.052204773044500191 0.060448296563641993 -0.073558093783581538 0.047468468994282621 leaf_weight=71.622652334161103 3.7189943190314798 0.76726350840181101 0.99913465511053789 3.0980946552008382 2.1536315637640646 4.3583513097837558 leaf_count=694 274 32 39 17 124 33 internal_value=0.000689043 -0.0334265 -0.0512776 0.00299276 0.000714605 0.00281982 internal_weight=86.7181 5.48539 4.71813 81.2327 78.1346 75.981 internal_count=1213 345 313 868 851 727 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=7 num_cat=0 split_feature=19 2 0 10 6 3 split_gain=0.981257 1.09053e-07 7.439e-08 4.80397e-08 5.49149e-08 5.22719e-08 threshold=1.0000000180025095e-35 3.5000000000000004 7.8329330000000006 25.000000000000004 84.576699671557861 22.500000000000004 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=0.07511671147283791 -0.075155675050604137 -0.075089414004576319 -0.075253469480174709 -0.075075151493973355 -0.075168966728994813 -0.075081402086489168 leaf_weight=0.60518206655979156 0.5894756703055466 0.22653762935078703 0.089607326313853264 0.22390469932724955 0.32659176414017566 0.086157187790377066 leaf_count=17 323 211 35 270 288 69 internal_value=-0.0327946 -0.0751386 -0.0751686 -0.075115 -0.075129 -0.0751507 internal_weight=2.14746 1.54227 0.679083 0.863191 0.639287 0.412749 internal_count=1213 1196 358 838 568 357 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=7 num_cat=0 split_feature=0 0 0 5 4 3 split_gain=0.550434 1.17659 1.13204 1.81293 1.77532 3.11652 threshold=41.369700000000009 30.036528000000001 4.9672220000000005 515.50000000000011 465.00000000000006 1.5000000000000002 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=0.0044524808985281624 -0.041066199539946113 0.049517929023446816 0.032897752974262499 -0.053499272119048293 0.029582415705642618 -0.073887772392562931 leaf_weight=33.539438296109438 3.0408549811691037 4.9384512528777114 3.389274723827838 8.5701235525775683 19.314466128824279 5.9841293916106215 leaf_count=303 33 62 31 170 578 36 internal_value=0.000650166 0.00232511 -0.000966809 -0.0290145 0.00473415 -0.00740875 internal_weight=78.7767 75.7359 70.7974 11.9594 58.838 39.5236 internal_count=1213 1180 1118 201 917 339 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=7 num_cat=0 split_feature=7 0 0 7 13 2 split_gain=0.747811 0.97572 2.30305 1.61011 1.44247 1.70758 threshold=79.482860341514581 2.4079325000000007 0.0080415000000000018 51.963509695802522 49199.500000000007 11.500000000000002 decision_type=10 8 10 10 8 10 left_child=1 2 3 -1 5 -4 right_child=-2 -3 4 -5 -6 -7 leaf_value=0.04983617996261043 0.039492559208103295 0.0042336095122316973 0.059054504564736793 -0.038608845893989066 -0.080906265952428724 -0.082899004509124491 leaf_weight=5.3153657587245124 4.38694919575937 50.075159166939557 1.979722277261317 3.3590521868318319 6.8524303581798431 1.481580522842705 leaf_count=96 132 372 46 33 474 60 internal_value=-0.000542621 -0.00308568 -0.022388 0.015587 -0.054327 -0.00170746 internal_weight=73.4503 69.0633 18.9882 8.67442 10.3137 3.4613 internal_count=1213 1081 709 129 580 106 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=7 num_cat=0 split_feature=21 21 20 19 21 9 split_gain=0.648685 1.34166 2.31459 1.65871 3.28873 1.55106 threshold=0.22161084545000001 0.24581294725000002 0.31369619650000008 0.79045400760000006 0.77990823500000006 7.9966239479282715 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=-0.030420915962199264 0.10267475156722823 -0.073913804664940172 0.036963970341819273 -0.14921045789585921 -0.00053195658589664 0.10669167801402174 leaf_weight=6.2173714996315539 1.3309828042984009 3.8760285824537277 13.569161992520092 1.4748093113303182 57.986764366389252 1.3812499991618086 leaf_count=38 3 14 39 5 1083 31 internal_value=0.000688085 0.00311736 0.00142477 0.00534907 -0.00170169 0.0019627 internal_weight=85.8364 79.619 78.288 74.412 60.8428 59.368 internal_count=1213 1175 1172 1158 1119 1114 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=7 num_cat=0 split_feature=19 4 10 4 3 5 split_gain=0.893032 8.90488e-08 3.55468e-08 3.719e-08 4.58782e-08 5.64055e-08 threshold=1.0000000180025095e-35 465.00000000000006 25.000000000000004 1771.0000000000002 22.500000000000004 4118.5000000000009 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075105883612428218 -0.075154781685855682 -0.075085015426568272 -0.075069122656924586 -0.075127982713000849 -0.075076530018044263 -0.075229831225893481 leaf_weight=0.54840784519910812 0.65997565802535951 0.21338041580747813 0.2061012827034574 0.1728104667563457 0.08903466394986026 0.079342498458572663 leaf_count=17 383 202 270 230 74 37 internal_value=-0.0332858 -0.0751279 -0.0751046 -0.0751178 -0.0751382 -0.07516 internal_weight=1.96905 1.42064 0.760669 0.554568 0.341188 0.252153 internal_count=1213 1196 813 543 341 267 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=7 num_cat=0 split_feature=13 7 9 7 4 4 split_gain=0.581374 0.59469 0.596159 2.72605 1.78772 1.59962 threshold=49199.500000000007 81.319949314960709 6.0863537928193487 37.403523016077571 999.50000000000011 1101.5000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -4 -6 right_child=-2 -3 4 -5 5 -7 leaf_value=0.0029576587106751144 -0.056195982254801685 0.065684220387966105 0.072932913551513615 -0.068399689088260857 -0.089008394922187289 0.010183779797795998 leaf_weight=45.268418978899717 1.7719931469764549 1.4274178445339192 4.1933599617332247 6.0718201799318186 1.7963423132896448 17.12218579929322 leaf_count=515 68 29 67 37 6 491 internal_value=0.000425888 0.00174816 0.000522361 -0.00548151 0.0138592 0.000765336 internal_weight=77.6515 75.8795 74.4521 51.3402 23.1119 18.9185 internal_count=1213 1145 1116 552 564 497 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=7 num_cat=0 split_feature=20 0 4 3 3 3 split_gain=0.687323 0.651561 1.21557 1.40256 1.48105 1.29238 threshold=0.15581312665000005 60.179807500000003 65648.500000000015 75.000000000000014 13.500000000000002 6.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.055625886792936008 -0.0035003330167537243 0.065414247059388697 -0.092689030154621294 0.082113415326197994 -0.050040594181798452 0.033633543395584935 leaf_weight=2.1891105519607663 47.871593941235915 1.548856709152459 1.391382933128624 2.1033528307452789 5.595735026174224 11.654029713128692 leaf_count=26 616 15 24 37 140 355 internal_value=-0.000446699 0.00127486 -0.000172941 0.00174191 -0.000854007 0.0037698 internal_weight=72.3541 70.165 68.6161 67.2247 65.1214 59.5256 internal_count=1213 1187 1172 1148 1111 971 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=7 num_cat=0 split_feature=9 8 8 9 3 3 split_gain=0.682111 0.959179 1.05007 0.801374 0.983333 0.739499 threshold=7.8464943593056891 6.749388396265509 6.0957778243233358 7.9896748548965943 21.000000000000004 12.500000000000002 decision_type=10 10 10 10 8 10 left_child=1 2 5 -2 -5 -1 right_child=3 -3 -4 4 -6 -7 leaf_value=0.00032751532617488247 -0.063916855502625033 0.058407222392413 -0.070643192966151305 0.098735455907929967 -0.052593615450983892 0.043477624392181918 leaf_weight=70.979613766074181 3.2934021108667357 3.0069705862551919 2.0017649352084836 0.82846602611243692 0.8914142877329142 4.2070848727598777 leaf_count=694 275 17 124 10 60 33 internal_value=0.000760381 0.00299741 0.000838855 -0.0350245 0.0203016 0.00274199 internal_weight=85.2087 80.1954 77.1885 5.01328 1.71988 75.1867 internal_count=1213 868 851 345 70 727 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=7 num_cat=0 split_feature=20 4 0 10 6 7 split_gain=0.808775 7.59921e-08 3.67781e-08 2.74396e-08 3.08155e-08 3.50789e-08 threshold=1.0000000180025095e-35 465.00000000000006 20.176897000000004 25.000000000000004 84.576699671557861 74.14298080054165 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=0.075095809112771972 -0.07513570578971647 -0.075074325293450567 -0.075215281661386732 -0.075063429825965394 -0.075162733857435077 -0.075096965727773468 leaf_weight=0.49363566935062408 0.54866573394974671 0.17654405871871859 0.064956036163493991 0.18985827261349186 0.14569586946163327 0.18291526170651196 leaf_count=17 350 200 33 270 96 247 internal_value=-0.0339753 -0.0751185 -0.0751441 -0.0750958 -0.075108 -0.0751261 internal_weight=1.80227 1.30864 0.613622 0.695013 0.505155 0.328611 internal_count=1213 1196 383 813 543 343 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=7 num_cat=0 split_feature=21 19 4 5 4 3 split_gain=0.558612 0.62517 0.59732 1.56862 1.45586 2.49633 threshold=0.14357116100000003 0.63319291535000011 126.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 decision_type=8 10 8 10 8 8 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.059675396873621292 0.032791809030010187 -0.035498078803288174 0.086311247671772964 -0.062548379570774276 -0.087182642127828794 0.0065028915508658011 leaf_weight=1.5600067232735453 2.8205907568335524 4.8526322953402987 2.1145521104335776 4.4456436485052109 2.9908050894737235 58.012523765908554 leaf_count=26 39 25 40 29 16 1038 internal_value=0.000446267 -0.000781828 0.00161168 -0.0255394 0.00473737 0.00190978 internal_weight=76.7968 75.2367 70.3841 7.26623 63.1179 61.0033 internal_count=1213 1187 1162 68 1094 1054 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 6 split_gain=0.731558 0.955885 0.680559 2.16872 1.52257 1.34619 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 85.071635054909578 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=-0.076377858399162557 0.10104790194295937 0.034750730842874833 -0.053984315597702039 0.051037442608878408 -0.06016232164578951 0.0024266076818206732 leaf_weight=1.243019220419227 0.94241884350776572 5.1177658811211577 7.4206360317766658 6.0228418577462426 3.7066883160732678 47.138681855169125 leaf_count=117 2 29 196 69 147 653 internal_value=-0.000330861 0.00101284 -0.000345461 -0.00313932 0.00349535 -0.0021362 internal_weight=71.5921 70.349 69.4066 64.2888 56.8682 50.8454 internal_count=1213 1096 1094 1065 869 800 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=7 num_cat=0 split_feature=9 9 9 6 8 4 split_gain=0.603623 0.81692 1.06252 2.24303 1.81816 2.22478 threshold=7.8464943593056891 7.5629028176013291 6.3944237114723839 126.01722756410258 5.2927476730057128 1821.0000000000002 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=-0.0030130488488593994 -0.034098163048847739 0.042898695608438162 -0.071512752781681455 0.049238594979592543 0.07262535057413412 -0.027086658070477172 leaf_weight=56.885317905340344 4.7320282555883741 4.7454558511963105 5.2119595841504625 2.1825164556503296 7.3297824598848802 3.2209504484198987 leaf_count=440 345 147 120 9 51 101 internal_value=0.000600748 0.00266414 0.000112621 -0.0358724 0.00405844 0.0421851 internal_weight=84.308 79.576 74.8305 7.39448 67.4361 10.5507 internal_count=1213 868 721 129 592 152 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=7 num_cat=0 split_feature=19 4 0 10 6 7 split_gain=0.765476 5.98238e-08 2.89137e-08 1.99664e-08 2.51042e-08 2.95774e-08 threshold=1.0000000180025095e-35 465.00000000000006 20.176897000000004 25.000000000000004 84.576699671557861 74.159921378957549 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=0.075091701019945112 -0.075125404313213476 -0.075067356238082583 -0.07519891454966604 -0.075059990539255217 -0.075149527138167596 -0.075086830773562471 leaf_weight=0.47244950756430626 0.50568593139178097 0.15925409820920322 0.059838175657205284 0.17723298109922325 0.14251949031313416 0.15940316364867613 leaf_count=17 350 200 33 270 98 245 internal_value=-0.0327788 -0.0751095 -0.0751332 -0.0750885 -0.0750995 -0.0751164 internal_weight=1.67638 1.20393 0.565524 0.63841 0.461177 0.301923 internal_count=1213 1196 383 813 543 343 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=7 num_cat=0 split_feature=6 21 21 19 21 21 split_gain=0.564687 0.518439 1.37827 2.14635 1.02228 1.32076 threshold=128.71147821476768 0.88726092775000021 0.77990823500000006 0.23075891465000004 0.55015385715000009 0.14357116100000003 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.11109896321831431 0.056356818580763558 0.053624500360892863 -0.075352755353957274 0.00051075478257353287 0.080728755817901385 -0.047206086656776537 leaf_weight=1.711724955588579 1.7690124064683903 1.7089810967445362 2.4804377891123286 60.182514906860888 1.452005811035632 6.4194194115698329 leaf_count=30 15 11 9 1105 11 32 internal_value=0.000521943 -0.000813632 -0.00210137 0.000503003 -0.00227876 -0.00408843 internal_weight=75.7241 73.9551 72.2461 69.7657 68.0539 66.6019 internal_count=1213 1198 1187 1178 1148 1137 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=7 num_cat=0 split_feature=5 5 0 4 5 3 split_gain=0.663032 0.866018 0.642462 1.05253 1.42939 1.84506 threshold=59.000000000000007 63.000000000000007 60.179807500000003 65648.500000000015 10692.000000000002 13.500000000000002 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=-0.076258520864004531 0.098519303534119418 0.00014235844226670975 0.063921151413863397 -0.091239706045130112 0.053301279403920598 -0.073118576384135534 leaf_weight=1.1349353541154403 0.89516270160674949 57.426945403334685 1.5148148611187924 1.294248264748602 4.644867989467456 3.6565715624019495 leaf_count=117 2 866 15 24 95 94 internal_value=-0.000442505 0.000796772 -0.000479574 -0.00193513 -0.000176647 -0.00424318 internal_weight=70.5675 69.4326 68.5374 67.0226 65.7284 61.0835 internal_count=1213 1096 1094 1079 1055 960 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=7 num_cat=0 split_feature=10 5 2 4 0 8 split_gain=0.591739 1.24696 1.05608 0.825755 0.849206 0.743112 threshold=41.000000000000007 4795.5000000000009 18.500000000000004 2341.0000000000005 6.4384890000000015 6.0124073458263707 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=-0.00030812531382390742 0.054253298140268337 -0.052852676484872109 0.08050559325217066 -0.082376613811309687 0.033351561605583106 0.037925771546775802 leaf_weight=66.234374146908522 2.0031427319627246 4.3492424600408404 1.6840909022721451 2.2527766596758734 0.88243727013468731 5.5060153780505052 leaf_count=560 117 219 50 207 16 44 internal_value=0.000562676 -0.000766595 0.00219234 0.000430927 -0.0498038 0.00262629 internal_weight=82.9121 80.9089 76.5597 74.8756 3.13521 71.7404 internal_count=1213 1096 877 827 223 604 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=7 num_cat=0 split_feature=19 2 0 10 6 7 split_gain=0.73236 4.74666e-08 2.73961e-08 1.68913e-08 2.0932e-08 2.24587e-08 threshold=1.0000000180025095e-35 3.5000000000000004 7.8329330000000006 25.000000000000004 84.576699671557861 74.14298080054165 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=0.075089218224532822 -0.075114993755966003 -0.075063529170126403 -0.075184555994665447 -0.07505476361363983 -0.075137703315761084 -0.075081893849219594 leaf_weight=0.45916985161602497 0.43201141580357194 0.16067883004143368 0.065155091346241534 0.16153073010355001 0.13804220715246629 0.15095740758988541 leaf_count=17 323 211 35 270 106 251 internal_value=-0.031107 -0.0751012 -0.0751241 -0.0750825 -0.0750925 -0.0751086 internal_weight=1.56755 1.10838 0.497167 0.611209 0.449678 0.289 internal_count=1213 1196 358 838 568 357 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=7 num_cat=0 split_feature=15 16 6 6 8 2 split_gain=0.5276 1.37382 0.740615 2.36729 1.4724 1.33481 threshold=4.5000000000000009 2.0000000000000004 102.89534848639566 83.782742266097202 5.4305613071225158 1.5000000000000002 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=-0.0074218363085345159 -0.064059354653863143 0.06322372279547743 0.019438490096573554 -0.10283913271866491 -0.012120467166411299 0.02926396646837371 leaf_weight=29.392777532339096 3.4256478737806892 1.1269560181535778 19.016342299757525 3.5423303870484224 3.6147623397409916 14.968950282782314 leaf_count=249 95 92 433 12 53 279 internal_value=0.000442871 -0.0325516 0.00257246 -0.00365304 -0.0570207 0.00495703 internal_weight=75.0878 4.5526 70.5352 51.5188 7.15709 44.3617 internal_count=1213 187 1026 593 65 528 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=7 num_cat=0 split_feature=5 5 21 21 21 21 split_gain=0.612582 0.786109 0.595444 1.50412 1.31474 1.77298 threshold=59.000000000000007 63.000000000000007 0.16093797035000004 0.22161084545000001 0.24581294725000002 0.30468621685000002 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=-0.076167406238672408 0.096302718754539662 -0.042146631984644974 0.064267688981842958 -0.10768180508266718 0.11387481125184439 -0.002712396481870322 leaf_weight=1.0541448036674399 0.8485100269317617 3.2751853475347161 3.6111397296190262 1.158198282122612 1.3341406434774399 58.459778086747974 leaf_count=117 2 29 9 3 3 1050 internal_value=-0.000514676 0.000646374 -0.000550077 0.00156005 -0.0021551 -0.000111066 internal_weight=69.7411 68.687 67.8384 64.5633 60.9521 59.7939 internal_count=1213 1096 1094 1065 1056 1053 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=7 num_cat=0 split_feature=21 21 21 20 19 19 split_gain=0.571172 2.05312 1.48881 1.25356 1.5514 1.79643 threshold=0.88726092775000021 0.80522880530000018 0.76615868215000016 0.80539130785000002 0.23075891465000004 0.60557055170000018 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=-0.088580410185996494 -0.044937376743082638 0.08746459192574324 -0.10134483174431896 -0.062245766171989785 0.051817843338740566 0.00044973369476813914 leaf_weight=1.7777468785643575 2.6622316837310782 2.7241890951991072 1.4471402876079071 3.0038102120161048 7.6338120698928833 62.938523530494422 leaf_count=26 11 6 6 11 16 1137 internal_value=0.000625417 0.0021507 -0.000875443 0.00105403 0.00368209 0.00600622 internal_weight=82.1875 79.5252 76.801 75.3539 72.3501 70.5723 internal_count=1213 1202 1196 1190 1179 1153 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=7 num_cat=0 split_feature=19 4 0 10 6 7 split_gain=0.674451 3.76405e-08 1.65416e-08 1.27498e-08 1.61308e-08 1.83534e-08 threshold=1.0000000180025095e-35 465.00000000000006 20.176897000000004 25.000000000000004 84.576699671557861 74.14298080054165 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=0.075082315504878053 -0.075107719999649047 -0.075057266798062502 -0.075168069437697604 -0.075050772586753217 -0.075129718201291509 -0.075075844678064899 leaf_weight=0.42222375422716141 0.43375795724568866 0.13571612699888647 0.050730274408124387 0.14910249383319751 0.11431745777372271 0.14151891642541159 leaf_count=17 350 200 33 270 96 247 internal_value=-0.0312846 -0.0750938 -0.075114 -0.0750757 -0.0750851 -0.0750999 internal_weight=1.44737 1.02514 0.484488 0.540655 0.391553 0.255836 internal_count=1213 1196 383 813 543 343 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=7 num_cat=0 split_feature=20 6 20 20 21 4 split_gain=0.527946 0.516123 0.465166 0.969881 0.502399 0.692823 threshold=0.18647970780000003 128.71147821476768 0.84483228280000011 0.78051033435000006 0.21159832495000003 126.00000000000001 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=0.051350300411970029 0.053511110164305556 0.052463409979406933 0.048643750863046967 -0.085273041083598747 -0.0220122984430908 0.0023242241552596261 leaf_weight=1.9758376735262571 1.5955194123089311 1.759224846959113 1.7434100508689869 1.4259949177503575 15.195229109376667 50.823812364949845 leaf_count=29 10 15 11 6 112 1030 internal_value=0.000348688 -0.00104043 -0.00237018 -0.00365838 -0.00193713 -0.00327718 internal_weight=74.519 72.5432 70.784 69.0406 67.6146 66.019 internal_count=1213 1184 1169 1158 1152 1142 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 20 split_gain=0.64605 2.63229 2.04958 2.27565 1.89236 2.97984 threshold=0.40212573240000005 0.47672111840000003 0.60557055170000018 0.67776481820000012 0.76615868215000016 0.80539130785000002 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=-0.024430403643347059 0.088391650923232215 -0.078515005133096227 0.08084716231943645 -0.004343086178336667 -0.12455510595685688 0.12420910316531555 leaf_weight=9.6129642869345826 3.4421997666358948 3.2708930522203445 3.5107863545417786 46.303692864952609 1.2379039973020542 1.8762224838137616 leaf_count=50 6 12 9 1129 3 4 internal_value=-0.000372657 0.00350494 -0.00169435 0.00305303 -0.00247369 0.000662994 internal_weight=69.2547 59.6417 56.1995 52.9286 49.4178 48.1799 internal_count=1213 1163 1157 1145 1136 1133 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=7 num_cat=0 split_feature=0 6 6 0 4 4 split_gain=0.53913 1.82139 1.3782 1.17557 0.990913 1.88058 threshold=18.636041000000002 85.225096274575819 98.181572551691147 14.857993000000002 24291.500000000004 4433.0000000000009 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0027769466274673708 -0.087252656065956058 0.078699926023840058 -0.029894722571414969 0.081479859383799674 0.077946781143980626 -0.079063757975176716 leaf_weight=67.390445469995029 2.900743916630744 1.9235742837190626 2.9779722448438406 1.8695832947269071 1.6422604760155071 2.929776902368757 leaf_count=730 30 6 88 16 34 309 internal_value=0.000552521 -0.0244464 0.0127224 0.00319431 0.00116046 -0.000632812 internal_weight=81.6344 7.80229 4.90155 73.8321 71.9625 70.3202 internal_count=1213 124 94 1089 1073 1039 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=7 num_cat=0 split_feature=19 4 10 4 3 5 split_gain=0.629407 2.91936e-08 1.02051e-08 1.31508e-08 1.53069e-08 1.80847e-08 threshold=1.0000000180025095e-35 465.00000000000006 25.000000000000004 1771.0000000000002 22.500000000000004 4118.5000000000009 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075077240158248279 -0.075105474640708714 -0.075054753233657651 -0.075047123281295258 -0.075086542469539053 -0.075048999326833815 -0.075156748566016646 leaf_weight=0.39578716829419136 0.4476385043526534 0.13736362460622331 0.13756940760140424 0.11376334394299192 0.056465956164174713 0.054158281767740846 leaf_count=17 383 202 270 230 74 37 internal_value=-0.0308246 -0.0750869 -0.0750703 -0.0750791 -0.075094 -0.0751092 internal_weight=1.34275 0.946959 0.499321 0.361751 0.224388 0.167922 internal_count=1213 1196 813 543 341 267 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=7 num_cat=0 split_feature=0 0 0 7 2 4 split_gain=0.500902 0.934109 1.0301 1.5839 1.42924 1.35522 threshold=41.369700000000009 30.036528000000001 4.9672220000000005 73.492879307441498 10.500000000000002 465.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.0060316348066552471 -0.04080843380960103 0.046116481336375054 -0.059086434246177481 0.092411977363153638 -0.026016882658410991 0.027487190251034934 leaf_weight=37.978884063661098 2.836761647835373 4.5044138841330996 6.74775829433929 1.6281148083508012 2.7239639956969768 17.676475676009431 leaf_count=339 33 62 87 23 91 578 internal_value=0.000400196 0.00204066 -0.000933423 -0.0287493 0.0182874 0.00461414 internal_weight=74.0964 71.2596 66.7552 11.0998 4.35208 55.6554 internal_count=1213 1180 1118 201 114 917 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=7 num_cat=0 split_feature=7 0 0 8 8 8 split_gain=0.588005 0.806819 1.86458 1.64133 1.64513 1.50651 threshold=79.482860341514581 5.0060315000000015 0.0080415000000000018 4.4479945522337943 5.7440468402310882 6.4932345590107117 decision_type=10 8 10 8 8 8 left_child=1 2 -1 -3 -5 -4 right_child=-2 3 5 4 -6 -7 leaf_value=0.016663446657046391 0.036087785341847978 0.05407788975477032 -0.07620534852422152 -0.075155686093322446 0.0028755594081206143 0.0012175051052198574 leaf_weight=7.884754857048395 4.1541197295300654 5.8088948978111139 6.7458038505865234 2.9139220039360216 37.125673103611916 4.0055521531030545 leaf_count=129 132 51 430 50 237 184 internal_value=-0.000378756 -0.00272794 -0.0202726 0.00440346 -0.00280324 -0.0473605 internal_weight=68.6387 64.4846 18.6361 45.8485 40.0396 10.7514 internal_count=1213 1081 743 338 287 614 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=7 num_cat=0 split_feature=7 0 6 9 0 4 split_gain=0.548312 0.608536 1.60746 1.27935 1.01281 0.857706 threshold=81.319949314960709 18.636041000000002 85.225096274575819 6.8559734878150733 14.857993000000002 24291.500000000004 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0010691609455110967 -0.047699675905883698 -0.086366283779181818 0.064176701942549305 -0.04398004184170759 0.079067412057515635 0.07620902619237814 leaf_weight=68.072190304490505 2.2962302807718507 2.7233063802123061 2.2448430135846138 2.1326702033402398 1.7832723963074375 1.5538147902116168 leaf_count=1002 42 30 13 76 16 34 internal_value=0.000466968 0.00187573 -0.0260435 0.0114841 0.00465197 0.00274603 internal_weight=80.8063 78.5101 7.10082 4.37751 71.4093 69.626 internal_count=1213 1171 119 89 1052 1036 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=7 num_cat=0 split_feature=19 4 0 10 4 3 split_gain=0.58888 2.32773e-08 1.16457e-08 8.02712e-09 1.08803e-08 1.2197e-08 threshold=1.0000000180025095e-35 465.00000000000006 20.176897000000004 25.000000000000004 1771.0000000000002 22.500000000000004 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=0.075072876341745309 -0.075091985411045351 -0.07504989998155269 -0.075146953756373577 -0.075043502270635387 -0.075101377946232367 -0.07504533604320611 leaf_weight=0.37298926152288914 0.37080130548565648 0.12528240562824067 0.043013549875468016 0.12615775246013072 0.15423232394823572 0.051904798718169332 leaf_count=17 350 202 33 270 267 74 internal_value=-0.0300737 -0.0750805 -0.0750977 -0.075065 -0.0750731 -0.0750873 internal_weight=1.24438 0.871392 0.413815 0.457577 0.33142 0.206137 internal_count=1213 1196 383 813 543 341 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=7 num_cat=0 split_feature=15 16 10 16 20 3 split_gain=0.512009 1.25155 0.687471 1.42402 0.620039 0.590151 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 0.18647970780000003 33.000000000000007 decision_type=10 10 10 10 8 10 left_child=2 -2 3 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.057503910053483501 -0.063371517852590778 0.062698806076121841 -0.058965713902932232 0.08497155480842998 -0.00090360777673549543 -0.05680515296272285 leaf_weight=1.8725633686408398 3.2796150590293101 1.0362622700631616 1.777788204839452 2.7883248511934648 61.844428554177284 0.32815092802047718 leaf_count=19 95 92 54 188 760 5 internal_value=0.000307072 -0.0331014 0.00240858 0.00404115 0.000812917 0.0700431 internal_weight=72.9271 4.31588 68.6113 66.8335 63.717 3.11648 internal_count=1213 187 1026 972 779 193 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=7 num_cat=0 split_feature=4 8 5 4 8 11 split_gain=0.636366 1.49187 1.94064 1.47441 1.33707 1.26778 threshold=5982.5000000000009 5.2557369634631668 10692.000000000002 22763.000000000004 5.0339963989330467 11.500000000000002 decision_type=10 10 10 10 10 8 left_child=1 4 5 -2 -1 -3 right_child=3 2 -4 -5 -6 -7 leaf_value=-0.0010072246594714398 0.048380934414751858 -0.080983163504034381 0.06960632355471881 -0.025077515427724257 0.08123742420514185 0.0093068053616378182 leaf_weight=44.097879339242354 7.2944715578341839 6.2704072592314306 1.3756566522642959 4.3687750678509474 2.0694595854729405 2.0680076404241854 leaf_count=407 242 370 20 87 18 69 internal_value=-0.000381082 -0.00481547 -0.0404358 0.0208651 0.00267941 -0.0585904 internal_weight=67.5447 55.8814 9.71407 11.6632 46.1673 8.33841 internal_count=1213 884 459 329 425 439 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 19 split_gain=0.536949 2.30617 1.24524 1.95988 0.739071 1.51772 threshold=0.70900696330000013 0.60557055170000018 0.49277379045000008 0.43664927860000008 0.23075891465000004 0.16732172635000001 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=0.00027049521591415357 0.025209507756033252 -0.091472463279561725 0.067891686559156672 -0.10187644586763196 0.034668236078229643 -0.12400573716860766 leaf_weight=57.344238526682602 7.9274598993360987 2.7825321517884722 2.7047765403985968 1.883569449186324 6.1202740743756285 0.99982372671365638 leaf_count=1142 20 12 9 6 18 6 internal_value=0.000511133 -0.00221449 0.00138224 -0.00132913 0.00160874 -0.00185919 internal_weight=79.7627 71.8352 69.0527 66.3479 64.4643 58.3441 internal_count=1213 1193 1181 1172 1166 1148 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=7 num_cat=0 split_feature=19 4 0 4 2 0 split_gain=0.555199 1.97095e-08 9.3477e-09 5.6973e-09 1.14597e-08 8.78626e-09 threshold=1.0000000180025095e-35 465.00000000000006 20.176897000000004 1771.0000000000002 15.500000000000002 0.21339500000000003 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.075069401010040171 -0.075085398293123426 -0.075043555186428301 -0.075136497752526885 -0.075060036289401263 -0.075044903584897737 -0.075108664501335201 leaf_weight=0.35565805807709694 0.34357944293878973 0.1479735135435476 0.039963042305316776 0.068486575146380346 0.1196207518078154 0.08121992603992112 leaf_count=17 350 284 33 160 276 93 internal_value=-0.0289008 -0.0750744 -0.0750907 -0.0750593 -0.075068 -0.0750864 internal_weight=1.1565 0.800843 0.383542 0.417301 0.269327 0.149707 internal_count=1213 1196 383 813 529 253 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=7 num_cat=0 split_feature=13 10 8 8 21 21 split_gain=0.495517 0.483157 0.465397 1.12823 0.522884 0.907324 threshold=49199.500000000007 19.500000000000004 7.2680146144134401 6.9301478636517562 0.21159832495000003 0.30468621685000002 decision_type=10 10 10 10 8 8 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.043848844191246031 0.023622523722790809 -0.095027924506585537 -0.031880825816715204 0.080330912592844694 -0.067617778784611698 0.0016721627711645322 leaf_weight=2.7767720585688949 0.51408140361308952 1.0324993752874432 3.9144630073569706 1.8626230682712037 1.9511357881128786 60.142852881108411 leaf_count=28 32 36 84 51 9 973 internal_value=0.000405197 -0.0555887 0.00163098 0.00359672 0.00139347 -0.000505086 internal_weight=72.1944 1.54658 70.6478 66.7334 64.8708 62.094 internal_count=1213 68 1145 1061 1010 982 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 2 split_gain=0.561714 0.755622 1.55586 1.35904 2.05717 1.33508 threshold=59.000000000000007 0.0016035000000000001 108.50000000000001 126.00000000000001 3.5000000000000004 6.5000000000000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076105660812443632 0.043608175134876304 -0.065242484165462855 0.078867068718714281 -0.083634562298358639 0.051023474571454286 -0.0018344671133820019 leaf_weight=0.96423409041017194 3.8751672701910129 3.6497882632538667 2.2164331264793864 2.8566600831691167 5.3143384000286451 47.388543167850003 leaf_count=117 24 101 11 102 62 796 internal_value=-0.000338105 0.000780679 -0.00192118 0.00207892 -0.00098439 0.00349551 internal_weight=66.2652 65.3009 61.4258 57.776 55.5595 52.7029 internal_count=1213 1096 1072 971 960 858 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 19 split_gain=0.549929 1.68916 1.34871 1.07318 1.31545 2.35187 threshold=0.88726092775000021 0.80522880530000018 0.76615868215000016 0.14357116100000003 0.16093797035000004 0.79045400760000006 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=-0.092189067542774492 -0.044595143548267629 0.080621256037960567 -0.099764515076320281 0.1012490959799377 0.0043838359639436254 -0.089524666745117082 leaf_weight=1.2168898512609301 2.6331237927079192 2.6309047415852538 1.3551607057452191 1.3244163915514946 67.024127347249305 2.7773884721100321 leaf_count=26 11 6 6 3 1153 8 internal_value=0.000336559 0.00188657 -0.000924136 0.00092739 0.00252051 0.000647235 internal_weight=78.962 76.3289 73.698 72.3428 71.1259 69.8015 internal_count=1213 1202 1196 1190 1164 1161 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=7 num_cat=0 split_feature=19 2 0 10 6 7 split_gain=0.519177 1.5086e-08 8.24038e-09 5.19136e-09 6.77148e-09 6.80916e-09 threshold=1.0000000180025095e-35 3.5000000000000004 7.8329330000000006 25.000000000000004 84.576699671557861 74.14298080054165 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=0.075065312600259435 -0.075078405988860245 -0.07504209159943534 -0.075125180510513742 -0.075036667668318402 -0.075093128097160275 -0.075055430445027452 leaf_weight=0.33447458688169718 0.29411699624324683 0.10510939199593849 0.043195750855375081 0.10548819912582985 0.092826412263093516 0.09903149216552265 leaf_count=17 323 211 35 270 106 251 internal_value=-0.0283233 -0.0750688 -0.0750844 -0.0750557 -0.0750625 -0.0750737 internal_weight=1.07424 0.739768 0.337313 0.402455 0.296967 0.191858 internal_count=1213 1196 358 838 568 357 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=7 num_cat=0 split_feature=13 7 7 9 7 9 split_gain=0.441635 0.466282 0.463344 1.22585 0.765167 1.56133 threshold=49199.500000000007 81.319949314960709 79.482860341514581 7.1184387155698579 76.620775124742622 6.0503829548602548 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=-0.00076901093199330099 -0.053626597261634906 0.061584129385540323 -0.092128452765232183 0.076891347940815133 -0.095096309188118053 0.071754388668302943 leaf_weight=62.800994848017581 1.4791404937859614 1.2719279099255789 1.5486989244818681 0.59356654621660698 0.67242888361215492 3.3796368278563023 leaf_count=907 68 29 5 73 3 128 internal_value=0.000449274 0.00158758 0.000481547 -0.0452974 0.00194851 0.044066 internal_weight=71.7464 70.2673 68.9953 2.14227 66.8531 4.05207 internal_count=1213 1145 1116 78 1038 131 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=7 num_cat=0 split_feature=20 5 0 5 5 3 split_gain=0.562655 0.540181 0.706125 1.45502 1.10673 1.96587 threshold=0.15581312665000005 59.000000000000007 0.0016035000000000001 108.50000000000001 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=-0.053421525087600397 -0.076022892687939908 0.044692880650919753 -0.06293455302495593 0.07254353939283513 -0.083010506924991831 0.0051091507721313933 leaf_weight=1.9431744348257778 0.89297851989976962 3.6982456296682349 3.4949114457704118 2.2339895218610755 2.6651337910443536 50.559110146365128 leaf_count=26 117 13 101 11 102 843 internal_value=-0.000415622 0.00120529 0.00230603 -0.000352978 0.00359084 0.000696675 internal_weight=65.4875 63.5444 62.6514 58.9531 55.4582 53.2242 internal_count=1213 1187 1070 1057 956 945 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=7 num_cat=0 split_feature=9 8 8 5 2 5 split_gain=0.536763 0.7519 0.875289 3.01883 1.49851 2.5585 threshold=7.8464943593056891 6.749388396265509 5.6744042622234678 133.50000000000003 6.5000000000000009 528.50000000000011 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=0.003259621781882101 -0.035273621584190076 0.053761905517229772 0.085995593431189468 -0.06706743038244399 0.044119823026851523 -0.09197227504792016 leaf_weight=53.237468014005572 4.0189057690731707 2.7292949184775344 1.6658876240253437 5.6885862082708627 8.1402929322794062 2.9789724685251704 leaf_count=393 345 17 7 265 151 35 internal_value=0.000323865 0.00224571 0.000285026 -0.0323966 0.00401977 -0.00178682 internal_weight=78.4594 74.4405 71.7112 7.35447 64.3567 56.2164 internal_count=1213 868 851 272 579 428 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=7 num_cat=0 split_feature=19 4 0 10 9 7 split_gain=0.472964 1.22464e-08 4.39641e-09 4.24266e-09 5.34869e-09 6.67981e-09 threshold=1.0000000180025095e-35 295.00000000000006 7.8329330000000006 25.000000000000004 6.0863537928193487 74.14298080054165 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=0.075059366391136112 -0.075074909064216114 -0.07504177768575207 -0.075114295309126097 -0.075033960350779749 -0.075089656452049958 -0.075050631199671911 leaf_weight=0.30331005714833736 0.25672626559389755 0.11981605872279033 0.031857397756539285 0.096883139307465171 0.083564859975012951 0.09231177280889824 leaf_count=17 307 218 33 270 118 250 internal_value=-0.0288115 -0.0750636 -0.0750793 -0.0750521 -0.0750581 -0.0750692 internal_weight=0.98447 0.681159 0.288584 0.392576 0.295693 0.175877 internal_count=1213 1196 340 856 586 368 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=7 num_cat=0 split_feature=15 16 10 16 20 0 split_gain=0.468529 1.01403 0.569176 1.30303 0.518191 0.523975 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 0.18647970780000003 0.15951900000000005 decision_type=10 10 10 10 8 8 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.051663637242797766 -0.060952261398016662 0.061243610253098373 -0.05635274956880193 0.069585541566964712 0.010421966424096473 -0.0085574529995056624 leaf_weight=1.9356666076928375 3.0111427512019868 0.87686404981650401 1.6137128244154144 2.8752961265854529 24.386642009951174 36.047520933672786 leaf_count=19 95 92 54 193 339 421 internal_value=0.000353282 -0.0333934 0.00231573 0.00376679 0.000732492 -0.0008988 internal_weight=70.7468 3.88801 66.8588 65.2451 62.3698 60.4342 internal_count=1213 187 1026 972 779 760 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.554304 2.18464 1.72823 1.89292 1.55457 2.35904 threshold=0.40212573240000005 0.47672111840000003 0.60557055170000018 0.67776481820000012 0.76615868215000016 0.57329773635000014 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=-0.022766757679718072 0.081417101219594987 -0.073893040449193301 0.075530480332212602 -0.0031305780500302791 -0.11679080819553195 0.14287674600877606 leaf_weight=9.4488374227657896 3.3737217783927917 3.110978752374649 3.3493220135569572 43.050987897790037 1.1571834310889233 1.1357811093330372 leaf_count=50 6 12 9 1131 3 2 internal_value=-0.000386692 0.00344574 -0.0016321 0.0029846 -0.00237399 0.000622409 internal_weight=64.6268 55.178 51.8043 48.6933 45.344 44.1868 internal_count=1213 1163 1157 1145 1136 1133 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 10 split_gain=0.54245 1.23153 0.940608 1.70995 0.68667 1.46473 threshold=0.22161084545000001 0.52831749655000015 0.31709358510000007 0.23075891465000004 0.66751876125000009 41.000000000000007 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.028817859195487978 0.037633041672532744 -0.0019900591069357968 -0.040222063699024181 0.10773657137045703 -0.047339258783887145 0.079363148209746465 leaf_weight=5.8845959442551248 8.8740737140178663 49.919076927209971 5.8861052170395842 1.4831532165408123 3.0313505828380576 2.3158035876695058 leaf_count=38 24 996 25 4 7 119 internal_value=0.000366451 0.00276806 -0.00217155 0.00177509 -0.00106854 0.00161669 internal_weight=77.3942 71.5096 62.6355 56.7494 55.2662 52.2349 internal_count=1213 1175 1151 1126 1122 1115 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=7 num_cat=0 split_feature=19 4 0 10 9 3 split_gain=0.442631 9.46383e-09 3.70099e-09 3.58692e-09 4.37356e-09 4.05891e-09 threshold=1.0000000180025095e-35 295.00000000000006 7.8329330000000006 25.000000000000004 6.0863537928193487 23.500000000000004 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=0.075056135026914342 -0.075069131704011735 -0.075038818887642925 -0.075106574072641832 -0.075030838233775057 -0.075071401947882838 -0.075028217945007109 leaf_weight=0.2858085511252284 0.23673379627871327 0.11131105900858529 0.029712600051425397 0.087473464061986306 0.13695000391453505 0.02587803358619567 leaf_count=17 307 218 33 270 311 57 internal_value=-0.0281111 -0.075059 -0.0750733 -0.0750485 -0.0750541 -0.0750645 internal_weight=0.913868 0.628059 0.266446 0.361613 0.274139 0.162828 internal_count=1213 1196 340 856 586 368 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=7 num_cat=0 split_feature=4 5 4 0 4 4 split_gain=0.445123 1.34732 1.34425 2.2411 1.20105 3.08982 threshold=126.00000000000001 63.000000000000007 149.00000000000003 0.0041515000000000015 219.50000000000003 267.00000000000006 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.030415430303364951 0.085053284966298215 -0.059830589131747637 -0.074706718723674986 0.038080735910986277 -0.15118168932982323 0.0031833610613215208 leaf_weight=2.7557553686201564 1.9353903830051411 4.1389251798391342 3.730409588199108 9.347663611173628 1.3335404992103566 46.918878929805942 leaf_count=39 40 29 30 124 4 947 internal_value=0.000368106 -0.0237599 0.00299756 0.000408151 0.00527289 -0.00108279 internal_weight=70.1606 6.89468 63.2659 61.3305 57.6001 48.2524 internal_count=1213 68 1145 1105 1075 951 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=7 num_cat=0 split_feature=4 4 8 5 11 5 split_gain=0.504503 1.32638 1.27903 1.68813 1.09922 0.967934 threshold=5982.5000000000009 22763.000000000004 5.2557369634631668 10692.000000000002 11.500000000000002 3459.0000000000005 decision_type=10 8 10 10 10 10 left_child=2 -2 -1 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0024647517374008924 0.046604524832043935 -0.024540744616731839 -0.08067875187452983 0.068065596877602802 0.063828070261034417 -0.081822749202348471 leaf_weight=44.252828299533576 6.7763868747279021 4.2727106357924649 5.4612986327847448 1.2455108575522897 1.1750135961920021 0.74591204780153919 leaf_count=425 242 87 370 20 12 57 internal_value=-0.000341641 0.0190925 -0.00440229 -0.0396243 -0.0577935 0.0072706 internal_weight=63.9297 11.0491 52.8806 8.62774 7.38222 1.92093 internal_count=1213 329 884 459 439 69 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 19 split_gain=0.515417 1.99477 1.03312 2.73687 1.36543 1.49001 threshold=0.70900696330000013 0.60557055170000018 0.49277379045000008 0.22161084545000001 0.57329773635000014 0.31709358510000007 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=-0.12635342654984838 0.024736280772329977 -0.089741665404753534 0.062514546495291229 0.052860779447108278 0.00028708895656554001 -0.094649466280120359 leaf_weight=1.7133190686581654 7.7495058551430693 2.522899216040968 2.6101689711213103 4.8241648823022842 55.671519024093868 1.7037818506360043 leaf_count=24 20 12 9 14 1123 11 internal_value=0.000282625 -0.00246198 0.000848121 -0.00167031 0.00176416 -0.00253209 internal_weight=76.7954 69.0459 66.523 63.9128 62.1995 57.3753 internal_count=1213 1193 1181 1172 1148 1134 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=7 num_cat=0 split_feature=19 4 10 6 7 3 split_gain=0.401455 7.70675e-09 2.7515e-09 2.96661e-09 3.6289e-09 4.29886e-09 threshold=1.0000000180025095e-35 295.00000000000006 25.000000000000004 84.576699671557861 74.14298080054165 22.500000000000004 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075050662891454886 -0.075067714457261292 -0.07503413159658523 -0.075028154821068893 -0.075084419272259117 -0.075042908818734599 -0.075028411391210734 leaf_weight=0.25784866791218519 0.24505201526335441 0.084092396529740654 0.079856054660922382 0.063601997579098679 0.086559924144239631 0.017468063204432838 leaf_count=17 340 208 270 72 267 39 internal_value=-0.0286728 -0.0750543 -0.0750443 -0.0750495 -0.0750571 -0.0750724 internal_weight=0.834479 0.57663 0.331578 0.251722 0.16763 0.0810701 internal_count=1213 1196 856 586 378 111 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=7 num_cat=0 split_feature=8 8 8 6 9 7 split_gain=0.416729 1.01181 0.754707 0.826577 0.597669 2.8532 threshold=7.2680146144134401 6.9301478636517562 6.7932115067562515 124.7961735647183 6.0863537928193487 37.403523016077571 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=0.0029548335323880993 -0.031575579298372056 0.078677466124263351 -0.056474064202967349 0.04923724480557766 0.020412123356404417 -0.077928952315745995 leaf_weight=41.977978193201125 3.8467478009406468 1.6893354351632286 2.2609431024175128 3.5437573171220711 11.043729210156014 4.8668625885620704 leaf_count=515 88 51 58 52 415 34 internal_value=0.000410865 0.00229277 0.000266819 0.0023551 -0.000514879 -0.00544845 internal_weight=69.2294 65.3826 63.6933 61.4323 57.8886 46.8448 internal_count=1213 1125 1074 1016 964 549 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=7 num_cat=0 split_feature=0 0 5 5 3 2 split_gain=0.507032 1.42436 1.3754 0.973451 1.68528 1.1146 threshold=0.00023600000000000002 0.0016035000000000001 108.50000000000001 126.00000000000001 3.5000000000000004 6.5000000000000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.058671626414273939 0.072275520797310325 -0.062228264532303616 0.066415248014111958 -0.082495983811358711 0.047758002408684795 -0.0021385771472094968 leaf_weight=1.4619703120551992 2.675336825195699 3.5991049816366276 2.2221118137240401 2.4297381502110502 4.9650188237428656 45.538101879705209 leaf_count=70 20 152 11 102 62 796 internal_value=-0.000469218 0.000915952 -0.00233337 0.00157504 -0.00114694 0.00276681 internal_weight=62.8914 61.4294 58.7541 55.155 52.9329 50.5031 internal_count=1213 1143 1123 971 960 858 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=7 num_cat=0 split_feature=20 19 19 21 19 19 split_gain=0.976591 0.615232 1.86858 1.09407 2.01059 2.02964 threshold=0.87060952110000012 0.70900696330000013 0.60557055170000018 0.59547364865000019 0.31709358510000007 0.23075891465000004 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.036513100384782796 -0.088333485495464159 0.029292465627277071 -0.08846729186611145 -0.0023589972519201621 -0.10017322508299289 0.12097929705448923 leaf_weight=8.0328924524073937 1.2222417518496502 7.3306160420179358 2.3680743649601927 53.365019349788781 2.0489011555910102 1.3684161081910122 leaf_count=39 8 17 12 1119 15 3 internal_value=0.000329997 0.00178433 -0.00121718 0.00197057 -0.0029161 0.000724641 internal_weight=75.7362 74.5139 67.1833 64.8152 56.7823 54.7334 internal_count=1213 1205 1188 1176 1137 1122 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=7 num_cat=0 split_feature=19 4 10 9 7 0 split_gain=0.375234 6.13661e-09 2.21193e-09 2.59611e-09 3.32626e-09 2.7385e-09 threshold=1.0000000180025095e-35 295.00000000000006 25.000000000000004 6.0863537928193487 74.14298080054165 3.6336500000000007 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075047848494800701 -0.075062816769473073 -0.075033232431201233 -0.075026038176380566 -0.075039865296489316 -0.075039793747100028 -0.075084403870774655 leaf_weight=0.24228968098759651 0.22648420167388394 0.09539385847892845 0.073902826761695906 0.019759685732424259 0.071465224256826332 0.04581088422855828 leaf_count=17 340 218 270 67 250 51 internal_value=-0.0281313 -0.0750503 -0.0750411 -0.0750459 -0.0750547 -0.075071 internal_weight=0.775106 0.532817 0.306332 0.23243 0.137036 0.0655706 internal_count=1213 1196 856 586 368 118 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=7 num_cat=0 split_feature=21 21 20 19 21 19 split_gain=0.433311 0.7838 0.526172 0.855224 1.29089 0.434385 threshold=0.21159832495000003 0.30468621685000002 0.84483228280000011 0.2809201300000001 0.88726092775000021 0.63319291535000011 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=0.038331627322285997 -0.06584705349040515 -0.059315492911323577 0.062190597000043618 0.0011198417112060247 0.10208520629713616 -0.041938375872068397 leaf_weight=2.8659958734642714 1.8339090533554552 2.4076314382255077 1.351573597639798 56.430945058935322 1.2485748305916775 2.4444413855671874 leaf_count=35 9 10 9 1128 9 13 internal_value=0.000269526 -0.0013904 0.000459967 -0.000874294 0.00146595 -0.000667888 internal_weight=68.5831 65.7171 63.8832 62.5316 60.124 58.8754 internal_count=1213 1178 1169 1160 1150 1141 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=7 num_cat=0 split_feature=20 0 0 5 4 4 split_gain=0.506453 0.46757 1.30522 1.30572 0.839558 0.98525 threshold=0.15581312665000005 0.00023600000000000002 0.0016035000000000001 108.50000000000001 126.00000000000001 168.50000000000003 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=-0.052263845486976095 -0.055227557440742536 0.073544041036619781 -0.060044487157087559 0.099202141499026134 -0.085458920751228282 0.0039475377703141875 leaf_weight=1.8188804041128603 1.4287513960152853 2.4883619248867026 3.4525845251046112 0.89974525570869346 1.2633176036179055 50.627453390683513 leaf_count=26 68 11 152 2 25 929 internal_value=-0.000276286 0.0012955 0.00267053 -0.000465123 0.00343146 0.00177087 internal_weight=61.9791 60.1602 58.7315 56.2431 52.7905 51.8908 internal_count=1213 1187 1119 1108 956 954 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 19 split_gain=0.486246 0.965309 0.748881 1.76128 0.97095 0.603538 threshold=0.22161084545000001 0.52831749655000015 0.80522880530000018 0.85846023185000009 0.28541997880000008 0.23075891465000004 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=-0.027866437828458036 0.034053221510110622 -0.036755723696240077 0.10707256851287071 -0.096997162491107139 -0.0014651566597757805 0.057671289287745453 leaf_weight=5.6753549050481524 8.5425114221870881 5.5812984555959702 1.5414399802684784 1.0406767688691614 50.710957997740479 1.7866172045469273 leaf_count=38 24 21 3 7 1114 6 internal_value=0.000273024 0.00258073 -0.00185134 0.00168556 -0.00134867 0.000547397 internal_weight=74.8789 69.2035 60.661 55.0797 53.5383 52.4976 internal_count=1213 1175 1151 1130 1127 1120 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=7 num_cat=0 split_feature=20 4 10 9 7 0 split_gain=0.34629 4.85083e-09 1.75604e-09 2.05853e-09 2.63923e-09 2.17691e-09 threshold=1.0000000180025095e-35 295.00000000000006 25.000000000000004 6.0863537928193487 74.14298080054165 3.6336500000000007 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075044292532021759 -0.075058141650251001 -0.075030796184287984 -0.075024122081742445 -0.075036898941436891 -0.075036859502718378 -0.075078167044236088 leaf_weight=0.22335745394229889 0.20926031260751188 0.088432869190000929 0.068457773928457755 0.018296837195521221 0.066191430218168534 0.042411542890476994 leaf_count=17 340 218 270 67 250 51 internal_value=-0.0282522 -0.0750466 -0.0750381 -0.0750425 -0.0750507 -0.0750657 internal_weight=0.716408 0.493051 0.28379 0.215333 0.1269 0.0607084 internal_count=1213 1196 856 586 368 118 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=7 num_cat=0 split_feature=4 4 3 4 4 4 split_gain=0.412968 1.22034 2.03298 0.87534 2.72138 2.15391 threshold=126.00000000000001 149.00000000000003 1.0000000180025095e-35 219.50000000000003 255.00000000000003 164.50000000000003 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=-0.023559950829923782 0.084084436786911965 -0.085693469806040104 -0.01218683827875741 -0.14906459657808316 0.002651110469479983 0.084990988337321369 leaf_weight=6.6275364905595771 1.7894074320793141 2.6297911442816249 4.9579512700438482 1.2129208520054806 46.835982067859732 4.2240490801632404 leaf_count=68 40 16 71 4 960 54 internal_value=0.000159776 0.0027097 0.000277181 0.00422758 -0.00117872 0.0325184 internal_weight=68.2776 61.6501 59.8607 57.2309 48.0489 9.182 internal_count=1213 1145 1105 1089 964 125 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=0.485634 0.874559 1.05337 1.34429 1.09961 1.69163 threshold=60.179807500000003 65648.500000000015 11641.500000000002 13.500000000000002 6416.0000000000009 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=0.0034928972761035064 0.060682181438620503 -0.089364722077661884 0.05603579048594675 -0.06471141627504752 0.047092256970718498 -0.053271007800278249 leaf_weight=41.861157437320799 1.2846690947189916 1.1107496544718731 3.1958397503476581 3.3196051628328851 4.6939117161091408 6.0028772675432256 leaf_count=417 15 24 85 100 156 416 internal_value=-0.00015546 -0.00145408 0.000198894 -0.00299462 0.000903466 -0.00362616 internal_weight=61.4688 60.1841 59.0734 55.8776 52.5579 47.864 internal_count=1213 1198 1174 1089 989 833 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=7 num_cat=0 split_feature=9 9 9 6 8 5 split_gain=0.472784 0.67958 0.88905 1.77736 1.30589 1.85243 threshold=7.8627118266634275 7.5629028176013291 6.3944237114723839 126.01722756410258 5.2927476730057128 169.00000000000003 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=0.0045015886564337467 -0.034354627784124118 0.041619177568383368 -0.070413049270203615 0.04486380880915504 0.039320069540363128 -0.053037333019710045 leaf_weight=45.191441627219319 3.7486183882283504 4.0968149513355447 4.4625691189430645 1.9099190384149549 8.6713464020285738 6.3859010447049505 leaf_count=337 326 166 120 9 152 103 internal_value=0.000253629 0.00208814 -0.000342786 -0.035863 0.00341418 -0.00262243 internal_weight=74.4666 70.718 66.6212 6.37249 60.2487 51.5773 internal_count=1213 887 721 129 592 440 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=7 num_cat=0 split_feature=19 4 10 9 7 0 split_gain=0.321175 3.90444e-09 1.2576e-09 1.61506e-09 1.81514e-09 1.61271e-09 threshold=1.0000000180025095e-35 295.00000000000006 25.000000000000004 6.0863537928193487 74.14298080054165 3.6336500000000007 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075041262820075672 -0.075053707402144412 -0.075027990312835774 -0.075022698190235632 -0.075033643294530272 -0.075034592998824312 -0.075070878314151795 leaf_weight=0.20797137916088104 0.19308621500385925 0.080465765444387216 0.063450457435465069 0.016689783187757712 0.061430057965480955 0.038383352388336789 leaf_count=17 340 218 270 67 250 51 internal_value=-0.0278558 -0.0750429 -0.0750349 -0.0750389 -0.0750464 -0.0750596 internal_weight=0.661477 0.453506 0.260419 0.196969 0.116503 0.0550731 internal_count=1213 1196 856 586 368 118 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=7 num_cat=0 split_feature=15 16 10 16 3 0 split_gain=0.440215 0.885249 0.479262 1.15308 0.538425 0.4155 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 37.000000000000007 0.16056050000000002 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=0.0070354256419791596 -0.059729968063860633 0.062382239227755071 -0.054069892060560523 0.083122248939887289 -0.064089326316859804 -0.010200501268871141 leaf_weight=37.144129708409309 2.8177509809611361 0.75214258907362808 1.4844853964168567 2.3862991374917324 0.27732533030211914 22.433306213468313 leaf_count=429 95 92 54 189 4 350 internal_value=0.000169773 -0.0340021 0.00208407 0.00342338 0.0677952 0.000545404 internal_weight=67.2954 3.56989 63.7255 62.2411 2.66362 59.5774 internal_count=1213 187 1026 972 193 779 is_linear=0 shrinkage=0.1 Tree=294 num_leaves=7 num_cat=0 split_feature=20 21 21 20 20 21 split_gain=0.452693 0.443972 1.09173 2.56088 2.08209 1.44454 threshold=0.15581312665000005 0.57329773635000014 0.30468621685000002 0.80539130785000002 0.32448833230000007 0.17894063045000003 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=-0.049875491669389899 -0.10619654818045937 0.021264636318650519 -0.03588752566064024 0.11811850126014539 3.1159173094561116e-05 0.10572728825866376 leaf_weight=1.7724393254611639 1.8033424094319341 9.4594552554190141 8.1256520524620992 1.8837122097611416 36.237913062679581 1.3408797308802594 leaf_count=26 7 28 24 4 1120 4 internal_value=-8.19767e-05 0.00141768 -0.00238341 0.00421388 -0.00123437 0.00380259 internal_weight=60.6234 58.851 49.3915 41.2658 39.3821 37.5788 internal_count=1213 1187 1159 1135 1131 1124 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=7 num_cat=0 split_feature=8 2 2 5 2 5 split_gain=0.435677 1.30224 1.26987 2.22175 1.15943 1.65726 threshold=5.6744042622234678 3.5000000000000004 6.5000000000000009 528.50000000000011 4.5000000000000009 169.00000000000003 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=0.0034480118721143629 0.035076319824851293 -0.03668839625945735 0.041717661325053168 -0.090695023775670763 0.059911282183829823 -0.077727159949974201 leaf_weight=44.470350071787834 3.5008378773927662 9.1042121958744247 7.6663537073181933 2.6712840851396313 3.3301461096853009 2.6657943651080123 leaf_count=330 22 602 161 35 34 29 internal_value=0.000163069 -0.016757 0.0036707 -0.00181847 0.00288595 -0.00114287 internal_weight=73.409 12.6051 60.8039 53.1376 50.4663 47.1361 internal_count=1213 624 589 428 393 359 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=7 num_cat=0 split_feature=19 4 10 9 7 14 split_gain=0.298589 3.11594e-09 9.90201e-10 1.34837e-09 1.37036e-09 1.50897e-09 threshold=1.0000000180025095e-35 295.00000000000006 25.000000000000004 6.0863537928193487 74.14298080054165 4.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.075038773789104368 -0.075049891538931948 -0.075025666196733884 -0.07502113384831971 -0.075055142910641956 -0.075027417044562061 -0.075084851771786532 leaf_weight=0.19407903403043747 0.1788884911511559 0.073498883473803289 0.058478377068240661 0.050912132282974198 0.051471992246661102 0.005020550306653603 leaf_count=17 340 218 270 118 242 8 internal_value=-0.0274737 -0.0750399 -0.0750324 -0.0750361 -0.0750432 -0.0750325 internal_weight=0.612349 0.41827 0.239382 0.180904 0.107405 0.0564925 internal_count=1213 1196 856 586 368 250 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=7 num_cat=0 split_feature=15 16 6 6 3 0 split_gain=0.393357 0.790539 0.468315 1.73159 1.20401 2.47104 threshold=4.5000000000000009 2.0000000000000004 102.89534848639566 83.782742266097202 2.5000000000000004 4.9672220000000005 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=-0.0031890492590804435 -0.05770629976420999 0.0613175237151318 0.016731652192333375 -0.052344200351381133 0.092677875212770378 -0.030716386036508538 leaf_weight=34.136885154992342 2.6833840830950062 0.70454102102667082 16.120540810050443 6.1818743888288727 4.0338953477330497 2.715285150334239 leaf_count=330 95 92 433 65 150 48 internal_value=0.000241459 -0.0329545 0.0020213 -0.00301692 0.00444124 0.0430347 internal_weight=66.5764 3.38793 63.1885 47.0679 40.8861 6.74918 internal_count=1213 187 1026 593 528 198 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=7 num_cat=0 split_feature=0 4 3 3 5 8 split_gain=0.422069 0.805262 0.97345 0.960902 1.10102 0.993463 threshold=60.179807500000003 65648.500000000015 75.000000000000014 13.500000000000002 3098.5000000000005 5.2436569921791092 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=0.0022279166732979408 0.058041368645305971 -0.088441612396521388 0.078593020187414375 -0.048142833097500087 0.045398859710903815 -0.043119847949643082 leaf_weight=41.340580269927159 1.2218560762703408 1.0425834003835905 1.5429788827896107 4.1639215693576253 5.20781457069097 5.4702863061102098 leaf_count=439 15 24 39 144 156 396 internal_value=-0.000130536 -0.00134 0.000233149 -0.0019189 0.00178117 -0.00307139 internal_weight=59.99 58.7682 57.7256 56.1826 52.0187 46.8109 internal_count=1213 1198 1174 1135 991 835 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=7 num_cat=0 split_feature=10 5 3 4 4 9 split_gain=0.419153 0.898035 0.759136 0.823853 0.670528 1.37322 threshold=41.000000000000007 4795.5000000000009 12.500000000000002 2133.0000000000005 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=0.0025794144747478824 0.053452018221284751 -0.051671823095028713 0.056673663313930638 -0.054685870900019098 0.036762444126747167 -0.063624180346707235 leaf_weight=54.291578153381124 1.444223012542351 3.3291618498915332 2.4074384272680609 2.6909439349255981 5.0495586683973661 3.32499543018639 leaf_count=435 117 219 43 254 100 45 internal_value=0.000118269 -0.000965172 0.00152596 -0.00050541 0.00182115 -0.00124113 internal_weight=72.5379 71.0937 67.7645 65.3571 62.6661 57.6166 internal_count=1213 1096 877 834 580 480 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 3 split_gain=0.283659 2.46068e-09 1.16524e-09 9.18439e-10 1.7323e-09 1.58597e-09 threshold=1.0000000180025095e-35 295.00000000000006 4.5000000000000009 74.170045924664578 6.0863537928193487 25.000000000000004 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075037619757894067 -0.075046276354875582 -0.075023073063051698 -0.075077063601132685 -0.075021641176582887 -0.075055158358315804 -0.075012398625144333 leaf_weight=0.18736488930881023 0.16591574157064315 0.060776516795158386 0.0051625421256176187 0.094693169276069966 0.047018436976941302 0.0106362969163456 leaf_count=17 340 201 9 500 98 48 internal_value=-0.0258413 -0.0750371 -0.0750301 -0.075029 -0.0750349 -0.0750473 internal_weight=0.571568 0.384203 0.218287 0.213124 0.118431 0.0576547 internal_count=1213 1196 856 847 347 146 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=7 num_cat=0 split_feature=21 21 20 20 21 21 split_gain=0.372108 0.694259 0.448204 0.819802 0.87366 0.501054 threshold=0.21159832495000003 0.30468621685000002 0.84483228280000011 0.73719218350000004 0.88726092775000021 0.77990823500000006 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=0.035151288485947015 -0.064006784838856093 0.00013164646647297504 0.056399009282545501 -0.088022105045683849 0.077489649763489946 -0.061429558357252535 leaf_weight=2.9100939715281129 1.7240602746605871 55.568667417275719 1.3937341310083855 1.0624812692403782 1.4417929723858822 1.3543425239622582 leaf_count=35 9 1140 9 4 10 6 internal_value=0.000196595 -0.00142977 0.000344062 -0.000970582 0.000614116 -0.00133305 internal_weight=65.4552 62.5451 60.821 59.4273 58.3648 56.923 internal_count=1213 1178 1169 1160 1156 1146 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 21 split_gain=0.420425 1.13715 0.934915 1.26565 1.36527 2.83027 threshold=0.16093797035000004 0.22161084545000001 0.24581294725000002 0.30468621685000002 0.31369619650000008 0.57329773635000014 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=-0.036270660682793485 0.058354205114889868 -0.098206353570693114 0.098421869245241433 0.052967770277521031 -0.0680349383371293 0.0028044028489898928 leaf_weight=3.041975301457569 3.3546763956546783 0.98488883674144745 1.2780936062335968 4.1003655940294266 6.5709315612912178 39.80902400938794 leaf_count=29 9 3 3 14 21 1134 internal_value=-6.30727e-05 0.00190032 -0.00169036 0.000146202 -0.002342 -0.00723184 internal_weight=59.14 56.098 52.7433 51.7584 50.4803 46.38 internal_count=1213 1184 1175 1172 1169 1155 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=7 num_cat=0 split_feature=7 8 0 7 5 8 split_gain=0.410774 1.2566 0.980259 1.11286 0.923563 0.890775 threshold=76.317822447666359 4.8041795717335134 25.208608500000004 74.14298080054165 5231.0000000000009 5.847344486917609 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=0.0050329025769871678 0.025263349068096505 -0.054189000899024523 -0.054630776513910795 0.077549609282438522 -0.043851532446759676 -0.047000313660386372 leaf_weight=52.94507516885642 3.4181696437299234 4.766264768972178 2.8393368766410267 3.413848216587211 0.76753178713261139 3.50807709241053 leaf_count=503 23 296 94 90 73 134 internal_value=7.85944e-05 -0.0210063 0.00279732 0.00548651 0.0552653 0.00179949 internal_weight=71.6583 8.18443 63.4739 60.6345 4.18138 56.4532 internal_count=1213 319 894 800 163 637 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=7 num_cat=0 split_feature=19 3 14 0 4 19 split_gain=0.263729 2.00225e-09 9.54823e-10 6.53211e-10 6.98018e-10 6.82846e-10 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.0072915000000009 109.00000000000001 0.094494154350000012 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075035129063164008 -0.075065602496643638 -0.075025500936857642 -0.075071166296189748 -0.075055041429639563 -0.075032236040526279 -0.07504125687127286 leaf_weight=0.17445697216317058 0.014185026462655514 0.1697555280288725 0.0047056998155312604 0.030649535568954889 0.075576561685011256 0.061338275874732062 leaf_count=17 24 760 9 58 268 77 internal_value=-0.025699 -0.0750344 -0.0750267 -0.0750417 -0.075039 -0.0750458 internal_weight=0.530668 0.356211 0.174461 0.181749 0.1511 0.0755233 internal_count=1213 1196 769 427 369 101 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=7 num_cat=0 split_feature=20 21 19 20 19 9 split_gain=0.36748 0.452014 1.77467 0.634075 0.868333 0.928402 threshold=0.18647970780000003 0.77990823500000006 0.2809201300000001 0.67806301170000005 0.54531097095000014 7.9966239479282715 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.041911690850745836 0.10026789420968946 -0.036739436756067126 -0.036723020762699218 0.001235139225355995 0.07656300335634697 -0.079066597530247362 leaf_weight=2.053292439552024 1.745934873819351 3.3644253090023986 4.8366105295717716 50.182376059237868 1.4821459874510754 1.4822738142684091 leaf_count=29 14 16 26 1083 12 33 internal_value=0.000278716 -0.00107617 0.000932669 -0.00205841 0.00109624 -0.00106874 internal_weight=65.1471 63.0938 59.7293 57.9834 53.1468 51.6646 internal_count=1213 1184 1168 1154 1128 1116 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=7 num_cat=0 split_feature=20 5 5 5 0 5 split_gain=0.442185 0.431424 0.691676 0.472797 1.5773 0.790565 threshold=0.15581312665000005 59.000000000000007 63.000000000000007 108.50000000000001 0.0016035000000000001 126.00000000000001 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=-0.049639137451598751 -0.075838523206330458 0.094894427040468382 0.027032175116312136 0.064138269797274952 -0.082973688945876617 0.0014829741437440514 leaf_weight=1.7438773983158169 0.7126595142763098 0.79802888631820579 2.62763787806034 2.1015702504664651 2.5863444930873811 48.232886994665023 leaf_count=26 117 2 11 11 100 946 internal_value=-3.62514e-05 0.00147974 0.00245765 0.00112967 -0.0275351 0.00409897 internal_weight=58.803 57.0591 56.3465 55.5484 5.21398 50.3345 internal_count=1213 1187 1070 1068 111 957 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=7 num_cat=0 split_feature=7 21 21 20 19 19 split_gain=0.385973 0.402598 1.35043 1.11114 0.730985 0.691742 threshold=81.319949314960709 0.88726092775000021 0.80522880530000018 0.84483228280000011 0.11576655965000002 0.60557055170000018 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=-0.072726183784617274 -0.04453583985016149 -0.039334499441933186 0.076762992393090146 -0.091956669661308943 0.029807379979238227 -0.00089554431647498626 leaf_weight=1.2901213988661764 1.8968996349722136 2.3679863214492789 2.3696496337652198 1.2906096428632725 8.5084768347442132 53.348154413557495 leaf_count=23 42 11 6 10 23 1098 internal_value=-3.36024e-05 0.00118673 0.00262301 -0.000103449 0.00177387 0.00332769 internal_weight=71.0719 69.175 66.807 64.4374 63.1468 61.8566 internal_count=1213 1171 1160 1154 1144 1121 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=7 num_cat=0 split_feature=19 3 14 0 4 19 split_gain=0.244517 1.56501e-09 7.59834e-10 4.90473e-10 5.46582e-10 4.94935e-10 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.0072915000000009 109.00000000000001 0.094494154350000012 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075032776549381508 -0.075060000217251552 -0.075023661048706447 -0.075065958858336224 -0.075050597010129005 -0.075029900093379176 -0.075038377927131653 leaf_weight=0.1618258086964488 0.013010213966481388 0.1576165497654074 0.0043646132107824078 0.028237859012733679 0.069953794649336487 0.056821766935172491 leaf_count=17 24 760 9 58 268 77 internal_value=-0.0256564 -0.0750318 -0.0750248 -0.0750386 -0.0750361 -0.0750424 internal_weight=0.491831 0.330005 0.161981 0.168024 0.139786 0.069832 internal_count=1213 1196 769 427 369 101 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=7 num_cat=0 split_feature=0 0 0 7 9 4 split_gain=0.364416 0.78945 0.808319 1.05747 0.879375 0.872346 threshold=41.369700000000009 30.036528000000001 8.0202915000000008 73.896180555916175 7.9529376233346216 465.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.0030450661019137239 -0.038333956422831446 0.046406212657280593 -0.075598372788191953 0.021380841047617422 -0.050416893938220991 0.025715234907902673 leaf_weight=36.038133789319545 2.3747232658788553 3.6959328874945632 3.0901632560417047 1.7674730585422365 2.9913381766527882 14.909533558995461 leaf_count=348 33 62 45 51 103 571 internal_value=0.000115777 0.00157687 -0.00124108 -0.040312 0.00227757 0.00537147 internal_weight=64.8673 62.4926 58.7966 4.85764 53.939 50.9477 internal_count=1213 1180 1118 96 1022 919 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=7 num_cat=0 split_feature=6 5 9 2 3 2 split_gain=0.416073 1.24206 0.805415 0.591183 1.30031 0.852308 threshold=125.41388227829954 15883.500000000002 7.9529376233346216 12.500000000000002 6.5000000000000009 3.5000000000000004 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=0.00040939547982002112 -0.078695125369941013 0.043621235285252864 0.046472144719282273 -0.037814027995975261 0.046824462001652287 -0.048954769399371122 leaf_weight=37.331837299512699 2.2317261151038106 1.321931534213945 3.8088494280818841 4.0586774980765759 5.6797086373553602 3.8591924371430641 leaf_count=344 76 52 88 219 199 235 internal_value=-3.64426e-05 -0.0331944 0.0021162 -0.00120104 0.00196939 -0.00421554 internal_weight=58.2919 3.55366 54.7383 50.9294 46.8707 41.191 internal_count=1213 128 1085 997 778 579 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 20 split_gain=0.376369 0.702482 1.08649 1.82484 1.08323 2.5627 threshold=0.22161084545000001 0.094494154350000012 0.23075891465000004 0.31709358510000007 0.24581294725000002 0.48408422815000002 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=-0.024800432999174622 0.072900881157141592 -0.059570837571189195 0.096856161343723421 0.10348099214182963 -0.10314530252747507 0.0028986837211534655 leaf_weight=5.5895349160709884 1.3771535977721212 2.8558197133243084 2.025868721306324 1.0007378756999969 2.3764536641538143 55.517735662753694 leaf_count=38 4 10 5 2 14 1140 internal_value=0.00010224 0.00223864 0.0007128 0.00353875 0.000328817 -0.00145423 internal_weight=70.7433 65.1538 63.7766 60.9208 58.8949 57.8942 internal_count=1213 1175 1171 1161 1156 1154 is_linear=0 shrinkage=0.1 Tree=312 num_leaves=7 num_cat=0 split_feature=19 3 14 0 4 19 split_gain=0.225474 1.3126e-09 5.84966e-10 3.90603e-10 4.29937e-10 3.55414e-10 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.0072915000000009 109.00000000000001 0.094494154350000012 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075030480047361653 -0.07505494402723871 -0.075021529571687243 -0.075060387852848701 -0.075046922394868473 -0.075027744374801239 -0.075035760330285167 leaf_weight=0.14952241536229849 0.01181945251300931 0.14363777901871799 0.0039814180927351108 0.026023238460766152 0.064859444726607762 0.052801224213908426 leaf_count=17 24 760 9 58 268 77 internal_value=-0.02546 -0.0750293 -0.0750226 -0.0750357 -0.0750335 -0.0750393 internal_weight=0.452645 0.303123 0.147619 0.155503 0.12948 0.0646207 internal_count=1213 1196 769 427 369 101 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=7 num_cat=0 split_feature=19 21 19 19 21 20 split_gain=0.355596 1.61901 1.16563 0.786072 0.772977 1.0093 threshold=0.40212573240000005 0.66751876125000009 0.47672111840000003 0.63319291535000011 0.38257382970000003 0.60478927825000006 decision_type=8 10 8 8 10 10 left_child=1 -1 -2 -4 5 -5 right_child=2 -3 3 4 -6 -7 leaf_value=0.083036834981460347 -0.087670556639933006 -0.027629229531663854 0.060939502635941195 -0.0012101047884049692 -0.057051008381634016 0.10574544056820467 leaf_weight=2.5235733019653708 1.5457092225551603 2.7763611376285553 2.0629516504704952 51.947726248938125 2.4321887679398051 0.89754080772399802 leaf_count=37 6 13 15 1122 12 8 internal_value=0.000254459 0.0250646 -0.00197853 0.000331443 -0.00193045 0.000606462 internal_weight=64.1861 5.29993 58.8861 57.3404 55.2775 52.8453 internal_count=1213 50 1163 1157 1142 1130 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=7 num_cat=0 split_feature=0 0 4 4 4 3 split_gain=0.397671 1.15518 1.05983 0.729294 0.685068 0.657269 threshold=0.00023600000000000002 0.0016035000000000001 115.00000000000001 126.00000000000001 126.00000000000001 3.5000000000000004 decision_type=8 8 8 8 10 8 left_child=4 -2 -3 -4 -1 -5 right_child=1 2 3 5 -6 -7 leaf_value=0.036853336098867116 0.070049735132726429 -0.086035677333443347 0.094928741961209692 -0.035265647469411771 -0.10871112142300819 0.0026609497568245016 leaf_weight=0.52122894255444296 2.325007739244028 1.458185682306065 0.80359745025634666 5.0690028039971358 0.85147101478651166 46.357276820868719 leaf_count=22 20 36 2 227 48 858 internal_value=-0.000262573 0.0010406 -0.0019479 0.000399718 -0.0534387 -0.00107741 internal_weight=57.3858 56.0131 53.6881 52.2299 1.3727 51.4263 internal_count=1213 1143 1123 1087 70 1085 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=7 num_cat=0 split_feature=10 5 3 4 4 7 split_gain=0.394499 0.747126 0.57007 0.650674 0.623877 1.20057 threshold=41.000000000000007 4795.5000000000009 12.500000000000002 2133.0000000000005 999.50000000000011 77.012337545548903 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=-0.0013277084930615026 0.053327972010335845 -0.049880273358480297 0.051273180152274084 -0.050993857695440042 0.066253539797139036 -0.048976007483047111 leaf_weight=56.339155890746042 1.3676124026533205 2.9806118190754196 2.2068395172827868 2.4466834685299537 3.5033127442002288 1.2187482002191243 leaf_count=480 117 219 43 254 40 60 internal_value=0.000146434 -0.000912324 0.00130871 -0.000427511 0.00159865 0.0365132 internal_weight=70.063 68.6954 65.7147 63.5079 61.0612 4.72206 internal_count=1213 1096 877 834 580 100 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=7 num_cat=0 split_feature=19 3 14 0 0 7 split_gain=0.216745 1.06854e-09 4.621e-10 3.28699e-10 3.18313e-10 2.58966e-10 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.0072915000000009 0.00023600000000000002 73.905500767373155 decision_type=8 10 10 10 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075030034634430545 -0.075035216413021882 -0.07502461872101901 -0.075055998510461241 -0.075043882207016022 -0.075024653931750868 -0.075015745802194944 leaf_weight=0.14674749504774809 0.073077217835816555 0.061873460570495808 0.003644313899712869 0.024141049048921559 0.046805558624328114 0.070229019417638483 leaf_count=17 151 250 9 58 218 510 internal_value=-0.0233986 -0.0750272 -0.0750209 -0.0750332 -0.0750311 -0.0750199 internal_weight=0.426518 0.279771 0.135747 0.144024 0.119883 0.132102 internal_count=1213 1196 769 427 369 760 is_linear=0 shrinkage=0.1 Tree=317 num_leaves=7 num_cat=0 split_feature=4 5 4 3 5 0 split_gain=0.35761 1.26027 1.12177 1.81098 1.6908 0.411891 threshold=126.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 76.000000000000014 0.0041515000000000015 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.029618085531802365 0.083365783622938547 -0.059667600580719606 -0.084872936828549045 0.076391882152029578 -0.05271295293832539 0.001328061767421091 leaf_weight=2.7338846363127223 1.6763848066329945 3.7484070956707001 2.3870330564677706 3.0547491796314707 1.4523757409770031 48.7724088091054 leaf_count=39 40 29 16 50 23 1016 internal_value=0.00025138 -0.0220117 0.00276809 0.00034091 0.00415867 -0.00023467 internal_weight=63.8252 6.48229 57.343 55.6666 53.2795 50.2248 internal_count=1213 68 1145 1105 1089 1039 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=7 num_cat=0 split_feature=6 5 0 0 3 7 split_gain=0.362553 1.0849 0.685866 1.43739 0.643454 0.628367 threshold=125.41388227829954 15883.500000000002 5.0060315000000015 0.059479500000000005 94.500000000000014 74.814673090892626 decision_type=10 10 10 10 10 8 left_child=2 -2 3 -1 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=0.0020835145609904705 -0.077394898011993077 0.040846069781619122 0.037730096946743147 -0.06759241887052779 0.080120513274200805 -0.012350059186939816 leaf_weight=36.957196856965311 2.0463616247288878 1.2499793461756779 8.3663302701897884 4.2550127207650794 0.31686518341302861 3.5764557253569373 leaf_count=413 76 52 115 474 4 79 internal_value=-0.000370745 -0.0325577 0.00161346 -0.00445997 -0.0573548 0.0227328 internal_weight=56.7682 3.29634 53.4719 41.5291 4.57188 11.9428 internal_count=1213 128 1085 891 478 194 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=7 num_cat=0 split_feature=10 5 7 4 4 4 split_gain=0.347873 0.658768 0.516392 0.57735 3.55291 2.97979 threshold=41.000000000000007 4795.5000000000009 81.319949314960709 219.50000000000003 267.00000000000006 176.00000000000003 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=0.0023531709372280312 0.050973701170073195 -0.047439309949984736 -0.054528935869630403 0.13216222693841012 0.0021095773284735241 -0.11240861095394739 leaf_weight=38.513077268376946 1.3245100320782501 2.8962098442570996 1.6158229960128654 2.3411906659603146 20.442108897026628 2.4037198424339286 leaf_count=290 117 219 35 6 515 31 internal_value=0.000215456 -0.000770143 0.00129924 0.00271538 0.0154737 -0.00438869 internal_weight=69.5366 68.2121 65.3159 63.7001 22.7833 40.9168 internal_count=1213 1096 877 842 521 321 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=7 num_cat=0 split_feature=19 3 14 0 0 7 split_gain=0.19905 8.46577e-10 3.88253e-10 2.95875e-10 2.60955e-10 1.87608e-10 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.0072915000000009 0.00023600000000000002 73.905500767373155 decision_type=8 10 10 10 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075027625637113515 -0.075032475571520693 -0.075022522820377455 -0.075052617543460362 -0.075041183951682494 -0.075022481036360486 -0.075014646829997922 leaf_weight=0.13466950971633196 0.0672028273329488 0.056670451816899003 0.0033926151008927255 0.022468065631983336 0.042737750794913154 0.064857543663492834 leaf_count=17 151 250 9 58 218 510 internal_value=-0.0234752 -0.0750252 -0.0750193 -0.0750307 -0.0750286 -0.0750183 internal_weight=0.391999 0.257329 0.124921 0.132409 0.109941 0.121528 internal_count=1213 1196 769 427 369 760 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=7 num_cat=0 split_feature=15 16 10 16 20 21 split_gain=0.324805 0.71691 0.410947 1.03702 0.365263 0.357927 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 0.18647970780000003 0.77990823500000006 decision_type=10 10 10 10 8 10 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.042042675237278032 -0.056690618592101109 0.063088916378400986 -0.053285639924791954 0.068668582478911305 0.00074730385210414446 -0.033711685840505622 leaf_weight=2.0176097829826176 2.4057287701871242 0.63068739813752461 1.3283185329055403 2.3073507860535747 50.957172700669616 3.2038413286209098 leaf_count=19 95 92 54 193 744 16 internal_value=9.49655e-05 -0.0318115 0.00171467 0.00296382 0.000265213 -0.00129108 internal_weight=62.8507 3.03642 59.8143 58.486 56.1786 54.161 internal_count=1213 187 1026 972 779 760 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=7 num_cat=0 split_feature=20 5 5 5 4 5 split_gain=0.352242 0.361216 0.64518 0.375824 1.0425 0.578498 threshold=0.15581312665000005 59.000000000000007 63.000000000000007 108.50000000000001 149.00000000000003 126.00000000000001 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=-0.045346822281517263 -0.075767187491661545 0.093628105024399499 0.008578627288680564 0.055415291095063157 -0.089323007072416624 0.0008412822842276624 leaf_weight=1.6955883600749073 0.60711809678468753 0.75441154837608237 3.0457013472914687 2.0273542553186408 1.6918550271075217 46.331420530856121 leaf_count=26 117 2 27 11 84 946 internal_value=-0.000461672 0.000935863 0.00180062 0.000495902 -0.0263836 0.0031292 internal_weight=56.1534 54.4579 53.8507 53.0963 4.73756 48.3588 internal_count=1213 1187 1070 1068 111 957 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=7 num_cat=0 split_feature=6 7 5 5 7 0 split_gain=0.342485 1.59937 1.6192 1.19655 1.09515 0.872813 threshold=102.89534848639566 42.71749970957368 593.00000000000011 4268.5000000000009 31.390623965441861 16.191248000000005 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0035119984646127577 -0.013945085739072714 0.086830558222469309 -0.087708657420793396 0.059647553642696242 -0.075904656944819127 -0.066756309753277718 leaf_weight=45.105807094136253 13.36102906653832 4.243947885464876 1.1763054964831101 1.0367157021537421 1.940408743219449 1.839773193001746 leaf_count=473 605 20 26 21 41 27 internal_value=0.000424401 0.00389352 0.0506692 -0.0186779 -0.00228472 0.00075822 internal_weight=68.704 55.343 6.45697 2.21302 48.886 46.9456 internal_count=1213 608 67 47 541 500 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=7 num_cat=0 split_feature=19 3 14 0 4 19 split_gain=0.186979 6.67195e-10 3.57587e-10 2.33371e-10 2.2031e-10 1.60887e-10 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.0072915000000009 109.00000000000001 0.094494154350000012 decision_type=8 10 8 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075026328674447626 -0.075043019006592812 -0.075016920771877216 -0.075050979482476243 -0.075038132687723427 -0.075021798020474595 -0.075028469537565617 leaf_weight=0.12758134491741657 0.0092785739252576604 0.11222028342308477 0.0031697246849944341 0.020697156876849476 0.05052736921061296 0.042017069550638553 leaf_count=17 24 760 9 58 268 77 internal_value=-0.0226458 -0.0750233 -0.0750179 -0.0750285 -0.0750265 -0.0750311 internal_weight=0.365492 0.23791 0.11539 0.12252 0.101823 0.0512956 internal_count=1213 1196 769 427 369 101 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=7 num_cat=0 split_feature=8 8 8 0 0 2 split_gain=0.3283 0.746814 0.560857 0.598643 2.24946 1.10936 threshold=7.2680146144134401 6.9301478636517562 6.7932115067562515 0.06754300000000002 0.12128650000000001 1.5000000000000002 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=-0.012821353964079281 -0.031458569639895587 0.073703072001106859 -0.053196391337713228 0.090267782734252552 -0.078466568713571105 0.0057917034790648742 leaf_weight=18.499157634796575 3.121268037124536 1.4107474493794132 1.9118828449863929 3.1337535195052615 1.6414769776165474 32.516648508724757 leaf_count=325 88 51 58 64 14 613 internal_value=0.000149417 0.00181835 6.0884e-05 0.00188594 0.0091817 0.00174265 internal_weight=62.2349 59.1137 57.7029 55.791 37.2919 34.1581 internal_count=1213 1125 1074 1016 691 627 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=7 num_cat=0 split_feature=0 5 7 4 4 4 split_gain=0.410833 1.4174 1.2762 0.569024 0.868046 1.4046 threshold=0.0041515000000000015 108.50000000000001 51.963509695802522 126.00000000000001 168.50000000000003 192.00000000000003 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=0.061911839167566943 -0.082060346075804452 0.090553801841566459 -0.038442476447748487 -0.085298302142887833 0.14354686475433354 -0.0010067336608392461 leaf_weight=3.4935945970937601 2.1865302149672052 0.68805196881294151 1.9884548557456581 1.1920139603316773 0.68230053037404914 45.379362204694189 leaf_count=81 148 2 19 25 2 936 internal_value=-0.000479903 -0.0033223 0.0255112 0.000268787 -0.00104584 0.0011345 internal_weight=55.6103 50.1283 5.48205 47.9417 47.2537 46.0617 internal_count=1213 1113 100 965 963 938 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=7 num_cat=0 split_feature=21 21 20 21 21 19 split_gain=0.346505 1.16346 0.978972 0.56195 0.757062 2.20532 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.57329773635000014 0.22161084545000001 0.47672111840000003 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=-0.11715448598665167 -0.037840409469001704 0.072430984084815866 -0.090762991280382621 -0.038615665824289019 0.029802339202419093 0.0021967169739262006 leaf_weight=1.5993877686414633 2.2925856485962859 2.2466945946216574 1.1867941357195366 3.3993247188627711 9.0545112788677198 48.3455644112546 leaf_count=24 11 6 10 11 25 1126 internal_value=0.000376741 0.00170764 -0.000791256 0.000919962 0.00319785 -0.00162527 internal_weight=68.1249 65.8323 63.5856 62.3988 58.9995 49.945 internal_count=1213 1202 1196 1186 1175 1150 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=7 num_cat=0 split_feature=19 3 14 0 0 7 split_gain=0.171493 5.25484e-10 2.83096e-10 1.71574e-10 1.73784e-10 1.11177e-10 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.0072915000000009 0.00023600000000000002 73.905500767373155 decision_type=8 10 10 10 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075024278618374934 -0.075027962148341149 -0.075019161073251531 -0.075047112737056013 -0.075034954646575058 -0.075019134369472495 -0.075012603739072731 leaf_weight=0.116518325638026 0.057740182273846585 0.0484392149883206 0.0029428697016555807 0.019071983198955422 0.036331962379335891 0.055459328391407325 leaf_count=17 151 250 9 58 218 510 internal_value=-0.0230665 -0.0750216 -0.0750165 -0.0750263 -0.0750246 -0.0750157 internal_weight=0.336504 0.219986 0.106841 0.113144 0.0940721 0.103899 internal_count=1213 1196 769 427 369 760 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=7 num_cat=0 split_feature=19 21 19 21 20 21 split_gain=0.300805 1.29676 1.0637 0.68622 0.671597 1.17454 threshold=0.40212573240000005 0.66751876125000009 0.47672111840000003 0.76615868215000016 0.60478927825000006 0.38257382970000003 decision_type=8 8 8 10 8 8 left_child=1 -1 -2 4 -4 -6 right_child=2 -3 3 -5 5 -7 leaf_value=0.072670071666692648 -0.086682288181265346 -0.025778656478074535 -0.042009350574910398 0.066623946532977485 0.10549078527991294 -0.00076516737725399603 leaf_weight=2.6446097290609032 1.4433837980031965 2.7079204842448235 3.8189447484910488 1.5161849185824383 1.0630462020635603 48.636317466851324 leaf_count=37 6 13 20 11 9 1117 internal_value=0.000206551 0.0228635 -0.00194069 0.000281814 -0.00159767 0.0015076 internal_weight=61.8304 5.35253 56.4779 55.0345 53.5183 49.6994 internal_count=1213 50 1163 1157 1146 1126 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 20 split_gain=0.370274 1.6479 1.43569 1.54464 1.08574 0.75398 threshold=0.40212573240000005 0.47672111840000003 0.60557055170000018 0.67776481820000012 0.23075891465000004 0.80539130785000002 decision_type=8 8 8 8 8 8 left_child=4 -2 -3 -4 -1 -5 right_child=1 2 3 5 -6 -7 leaf_value=0.01588264937086804 0.074264062816129739 -0.070274218259592042 0.070324682043513984 -0.035709337617684266 -0.054821817919718289 0.0033332145026800514 leaf_weight=4.3381305277580395 3.0310060679912567 2.8760575652122498 3.1299316212534904 5.8707991987466812 4.3493565246462804 31.411570541677065 leaf_count=35 6 12 9 17 15 1119 internal_value=-0.000570582 0.00298261 -0.00200844 0.00284989 -0.0195153 -0.00281476 internal_weight=55.0069 46.3194 43.2884 40.4123 8.68749 37.2824 internal_count=1213 1163 1157 1145 50 1136 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=7 num_cat=0 split_feature=7 8 0 7 9 7 split_gain=0.351588 1.00262 0.728125 0.892504 0.879602 1.44802 threshold=76.317822447666359 4.8041795717335134 25.208608500000004 74.14298080054165 6.0863537928193487 42.71749970957368 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=0.00082283318077358981 0.023005306502158589 -0.051237735692874799 -0.050613335144530751 0.05219899492325273 -0.044413239912364635 0.068212864055677433 leaf_weight=46.73903448972851 3.1347604840993872 4.3335409827413969 2.4369882161263368 3.7746031384231165 3.8110897066508178 3.4219275643117717 leaf_count=492 23 296 94 163 122 23 internal_value=0.000389889 -0.0200748 0.00292939 0.00518897 0.00190126 0.00542011 internal_weight=67.6519 7.4683 60.1836 57.7467 53.9721 50.161 internal_count=1213 319 894 800 637 515 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=7 num_cat=0 split_feature=19 3 14 0 4 21 split_gain=0.164393 4.18052e-10 2.16948e-10 1.50584e-10 1.3508e-10 9.83357e-11 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.0072915000000009 109.00000000000001 0.16093797035000004 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075023766447543397 -0.075035621503297192 -0.075014520072437585 -0.075043331945540317 -0.075032747013175416 -0.075018670954113464 -0.075024080467854817 leaf_weight=0.11381604801863432 0.0094020932156126946 0.096409189503901871 0.0026862597405852276 0.017786673022783361 0.043064175795734627 0.034375489754893351 leaf_count=17 30 760 9 58 268 71 internal_value=-0.0212397 -0.07502 -0.0750153 -0.0750244 -0.0750226 -0.0750266 internal_weight=0.31754 0.203724 0.0990954 0.104628 0.0868418 0.0437776 internal_count=1213 1196 769 427 369 101 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=7 num_cat=0 split_feature=0 0 0 7 9 0 split_gain=0.301411 0.625594 0.660269 0.930773 0.641826 0.792635 threshold=43.150867500000011 30.036528000000001 8.0202915000000008 73.896180555916175 7.9529376233346216 6.9084995000000005 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=0.0026928585498736893 -0.039485985349811549 0.041543435910487245 -0.073187470201281371 0.021134157310684118 -0.045536865515205326 0.083565268851663835 leaf_weight=47.649380962830037 1.843887161463498 3.6732754642143837 2.7986385874100952 1.6708179409615693 2.6770931348437434 1.2435443485155691 leaf_count=903 28 67 45 51 103 16 internal_value=0.000334693 0.00156433 -0.00105622 -0.0379272 0.0021393 0.00474977 internal_weight=61.5566 59.7128 56.0395 4.46946 51.57 48.8929 internal_count=1213 1185 1118 96 1022 919 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=7 num_cat=0 split_feature=0 3 7 4 4 4 split_gain=0.381236 1.31492 1.0571 0.483507 0.799842 1.17436 threshold=0.0041515000000000015 1.5000000000000002 51.963509695802522 126.00000000000001 168.50000000000003 192.00000000000003 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=0.058879936715984439 -0.081602804281733332 0.088203512636050432 -0.033779069171282969 -0.084568439194183165 0.12975488805643251 -0.0009830877539555498 leaf_weight=3.36118743661791 2.0539846585597834 0.61521998047828574 1.9429474575445054 1.1186306346207846 0.69778081029653449 44.728805754799396 leaf_count=81 151 2 19 25 2 933 internal_value=-0.000533828 -0.0032791 0.0249382 0.000132141 -0.00103196 0.00102513 internal_weight=54.5186 49.2144 5.30413 47.1604 46.5452 45.4266 internal_count=1213 1113 100 962 960 935 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=7 num_cat=0 split_feature=21 21 21 20 19 20 split_gain=0.322368 1.03196 0.908052 0.672436 1.07113 1.05888 threshold=0.88726092775000021 0.80522880530000018 0.76615868215000016 0.80539130785000002 0.23075891465000004 0.69019084205000014 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=-0.07787274330080203 -0.036843762058989822 0.069100140086486392 -0.09324145471208653 -0.048494114951015972 0.0024918703001717375 0.073327878224579437 leaf_weight=1.5952124222894779 2.2665142975747576 2.1836615055799475 1.0456126667559136 2.6549017764627925 55.150135232601315 2.1942421570420256 leaf_count=26 11 6 6 11 1147 6 internal_value=0.000227237 0.0015234 -0.000832358 0.000736355 0.00295391 0.00520236 internal_weight=67.0903 64.8238 62.6401 61.5945 58.9396 57.3444 internal_count=1213 1202 1196 1190 1179 1153 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=7 num_cat=0 split_feature=19 3 14 0 4 21 split_gain=0.15025 3.28997e-10 1.7273e-10 1.03709e-10 1.08409e-10 7.74265e-11 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 4.0072915000000009 109.00000000000001 0.16093797035000004 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075021629104871923 -0.075033024025608741 -0.075013407937170651 -0.075040145392604896 -0.075029793836368736 -0.075017314597292814 -0.075022379042306464 leaf_weight=0.10338517464697361 0.0086959677719278261 0.089240275043266593 0.0024834071227814994 0.016199586480070138 0.039795864919142332 0.031891093647573143 leaf_count=17 30 760 9 58 268 71 internal_value=-0.0218392 -0.0750184 -0.0750141 -0.0750225 -0.075021 -0.0750247 internal_weight=0.291691 0.188306 0.0917237 0.0965825 0.0803829 0.0405871 internal_count=1213 1196 769 427 369 101 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=7 num_cat=0 split_feature=20 21 19 21 20 21 split_gain=0.283931 0.32036 1.00116 0.493191 0.720082 0.902828 threshold=0.18647970780000003 0.77990823500000006 0.2809201300000001 0.32816394200000004 0.67806301170000005 0.50054465195000009 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.036770991400926344 0.070513677193685079 -0.032185017997946479 -0.03825397912011079 -0.083632689806564325 0.084996349713573865 0.0012494230124210426 leaf_weight=2.0663885448593646 1.9866250306367872 3.108771037310361 3.4672556258738041 1.2865245491266248 0.99422747641801734 48.176920257916208 leaf_count=29 14 16 19 6 8 1121 internal_value=0.000335241 -0.000940428 0.00079682 -0.00177159 0.00073534 -0.000958327 internal_weight=61.0867 59.0203 55.9116 53.9249 50.4577 49.4634 internal_count=1213 1184 1168 1154 1135 1127 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=7 num_cat=0 split_feature=0 5 7 4 4 8 split_gain=0.343541 1.20875 0.930812 0.458155 0.716236 0.967111 threshold=0.0041515000000000015 108.50000000000001 51.963509695802522 126.00000000000001 168.50000000000003 4.4479945522337943 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=0.056384838509673164 -0.081098106572943043 0.087474791931237847 -0.03128132697036292 -0.083673816755646641 0.056609529086908777 -0.003117221828149391 leaf_weight=3.2617541747167698 1.9153856880730007 0.59053552150726218 1.9264924953458828 1.0287374891340721 2.8967089145444325 42.300119945139159 leaf_count=81 148 2 19 25 42 896 internal_value=-0.000630249 -0.00323473 0.0238328 -4.9106e-05 -0.00116723 0.000710724 internal_weight=53.9197 48.7315 5.18825 46.8161 46.2256 45.1968 internal_count=1213 1113 100 965 963 938 is_linear=0 shrinkage=0.1 Tree=339 num_leaves=7 num_cat=0 split_feature=10 5 4 7 4 4 split_gain=0.31458 0.54186 0.527806 0.483376 0.442152 2.87466 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 81.319949314960709 219.50000000000003 267.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.0036562120772267851 0.049898530981747714 -0.078816553536756734 0.011628100053383272 -0.054541915897134668 0.12447724477503097 0.0020776086115621719 leaf_weight=39.546809572726488 1.25460991996806 1.6879870332923013 1.0444580047624183 1.5155001562088717 2.1283762156963375 19.485331668256549 leaf_count=321 117 171 48 35 6 515 internal_value=0.000298133 -0.00065326 -0.0442447 0.00124717 0.00262957 0.0141307 internal_weight=66.6631 65.4085 2.73245 62.676 61.1605 21.6137 internal_count=1213 1096 219 877 842 521 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=7 num_cat=0 split_feature=19 3 0 4 10 9 split_gain=0.140597 2.58178e-10 7.96916e-11 9.06744e-11 6.14143e-11 7.77952e-11 threshold=1.0000000180025095e-35 3.5000000000000004 4.0072915000000009 109.00000000000001 25.000000000000004 6.0863537928193487 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=0.07502048565997041 -0.075022893222281686 -0.075010276249293684 -0.075027459904284874 -0.075015902625418185 -0.075008806001137698 -0.075017635774057845 leaf_weight=0.097519197966903448 0.037734426958195399 0.023459322746930411 0.014942745321604889 0.036505105083051603 0.024023298639804125 0.037043778383122117 leaf_count=17 101 173 58 268 270 326 internal_value=-0.0210715 -0.075017 -0.0750208 -0.0750195 -0.0750131 -0.0750148 internal_weight=0.271228 0.173709 0.0891823 0.0742395 0.0845264 0.0605031 internal_count=1213 1196 427 369 769 499 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=7 num_cat=0 split_feature=21 20 21 2 4 2 split_gain=0.297688 0.403636 0.962366 0.3168 1.96331 1.96191 threshold=0.14357116100000003 0.73719218350000004 0.85846023185000009 1.5000000000000002 219.50000000000003 3.5000000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.043446269782004235 -0.010951531687480689 -0.033348520742282645 0.076439203918912416 0.063461011642588466 -0.063787143121390166 0.0065318368169947185 leaf_weight=1.5603993198601527 20.10615498945117 3.5802901461720458 1.6535015888512123 4.8958085849881163 4.7474840525537756 24.15442551515298 leaf_count=26 213 18 12 72 34 838 internal_value=0.000333332 -0.000804241 0.00129301 -0.0010121 0.00490084 -0.0050189 internal_weight=60.6981 59.1377 55.5574 53.9039 33.7977 28.9019 internal_count=1213 1187 1169 1157 944 872 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=7 num_cat=0 split_feature=0 3 7 8 6 8 split_gain=0.339186 1.10963 0.755865 0.367773 1.59677 0.59764 threshold=0.0041515000000000015 1.5000000000000002 51.963509695802522 4.4479945522337943 85.225096274575819 5.0339963989330467 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=0.053747941633336821 -0.080657977514964591 0.027359777413132461 -0.026744701871484297 -0.078087540601515529 -0.061934036156676045 0.0042818385230566003 leaf_weight=3.1650820765644303 1.7834824792807911 4.3619457040913394 1.8476606381591407 2.6632561603328204 1.4136634338647116 38.079617712763138 leaf_count=81 151 69 19 181 25 687 internal_value=-0.000680468 -0.00324998 0.0240789 -0.000282218 -0.00314234 0.00191164 internal_weight=53.3147 48.302 5.01274 46.5185 42.1565 39.4933 internal_count=1213 1113 100 962 893 712 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=7 num_cat=0 split_feature=7 0 4 0 7 9 split_gain=0.338841 0.997343 0.884251 0.60975 0.790744 0.752319 threshold=76.317822447666359 31.825229500000003 274.00000000000006 25.208608500000004 74.14298080054165 6.0863537928193487 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=0.005017168351270339 0.054424230448536684 0.054534599766044259 -0.054970731320492683 -0.04798898907298435 0.049744436133645042 -0.041825931939684979 leaf_weight=49.32882893862552 0.86918789148330589 1.4352853521704672 4.929067595723609 2.2696789460023856 3.6723884191742391 3.684650969298672 leaf_count=515 6 9 304 94 163 122 internal_value=0.000328778 -0.0200976 -0.0385719 0.00283499 0.00486996 0.00176138 internal_weight=66.1891 7.23354 5.79826 58.9555 56.6859 53.0135 internal_count=1213 319 310 894 800 637 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=7 num_cat=0 split_feature=19 3 14 6 4 7 split_gain=0.132319 2.05604e-10 1.0746e-10 5.37527e-11 6.41501e-11 4.38793e-11 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 125.41388227829954 255.00000000000003 73.905500767373155 decision_type=8 10 10 10 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075019571329688062 -0.075019704195430637 -0.075014057973637513 -0.075034375054206043 -0.075028657926773157 -0.075011269958378771 -0.075009241045828345 leaf_weight=0.092736616497859359 0.066282138504902832 0.035244441438408103 0.0021055741453892543 0.0056564666047052006 0.010438043729664059 0.040807362619034393 leaf_count=17 321 250 9 28 78 510 internal_value=-0.0200794 -0.0750158 -0.0750121 -0.0750193 -0.0750186 -0.0750115 internal_weight=0.253271 0.160534 0.0781574 0.0823766 0.0767202 0.0760518 internal_count=1213 1196 769 427 399 760 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=7 num_cat=0 split_feature=6 5 4 4 4 4 split_gain=0.290496 0.281936 1.74876 1.26888 2.01716 1.74176 threshold=128.71147821476768 59.000000000000007 163.00000000000003 164.50000000000003 219.50000000000003 295.00000000000006 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=0.053139546321222121 0.043790325529593409 -0.041292626931650672 -0.047389207095053572 0.079715266145527403 -0.12861993803101976 0.00047452832535710594 leaf_weight=4.8447231948375693 1.4969638809561718 7.5623868256807318 2.6918915547430515 3.1838807314634314 1.0737561024725426 39.214381315279752 leaf_count=90 15 89 27 47 5 940 internal_value=0.000290792 -0.000820973 0.0172332 -0.00348716 0.00308948 -0.00296609 internal_weight=60.068 58.571 7.53661 51.0344 43.472 40.2881 internal_count=1213 1198 117 1081 992 945 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=7 num_cat=0 split_feature=5 5 0 4 3 6 split_gain=0.345032 0.577417 0.346578 0.713443 0.751099 0.714702 threshold=59.000000000000007 63.000000000000007 60.179807500000003 65648.500000000015 75.000000000000014 126.91955310190885 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=-0.075939978871903333 0.0905814376921419 -0.0004035171073287424 0.057574099752971952 -0.087176992384180196 0.078241700099129854 -0.081655933805654363 leaf_weight=0.59908137063030054 0.7002251148223867 47.127578467247076 0.99589341413229604 0.96449976204894383 1.1872438110876817 1.1080133621580888 leaf_count=117 2 979 15 24 39 37 internal_value=-0.000482361 0.000385577 -0.000843567 -0.00199818 -0.000335891 -0.00226996 internal_weight=52.6825 52.0835 51.3832 50.3873 49.4228 48.2356 internal_count=1213 1096 1094 1079 1055 1016 is_linear=0 shrinkage=0.1 Tree=347 num_leaves=7 num_cat=0 split_feature=7 0 4 6 0 7 split_gain=0.3311 0.878948 0.769342 0.551702 0.524528 0.671747 threshold=76.317822447666359 31.825229500000003 274.00000000000006 119.58415637860081 25.208608500000004 74.14298080054165 decision_type=10 10 10 10 10 10 left_child=4 2 -2 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.001673788192779658 0.051528961063302438 0.051038664280638135 -0.072004922020239726 0.0078376917636682249 -0.045716370170161391 0.046491474117780679 leaf_weight=52.739245978009421 0.82150517404079337 1.3846006914973257 3.6726722044259077 1.132240254723001 2.1584471093956372 3.5707435132499077 leaf_count=637 6 9 264 40 94 163 internal_value=0.000198997 -0.0203361 -0.0379007 -0.0531906 0.00266139 0.00451578 internal_weight=65.4795 7.01102 5.62642 4.80491 58.4684 56.31 internal_count=1213 319 310 304 894 800 is_linear=0 shrinkage=0.1 Tree=348 num_leaves=7 num_cat=0 split_feature=20 3 14 6 4 7 split_gain=0.12291 1.62521e-10 8.33284e-11 4.88384e-11 4.93682e-11 3.47996e-11 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 125.41388227829954 255.00000000000003 73.905500767373155 decision_type=8 10 10 10 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075018285965171516 -0.075018171797330058 -0.075013028387379888 -0.075031769023877759 -0.075027097082643157 -0.075010476396785819 -0.075008562680300775 leaf_weight=0.086458563338965178 0.061152619324275292 0.032453059860927169 0.001915126324092852 0.0052747007539437609 0.0096523631655145437 0.037745649116004643 leaf_count=17 321 250 9 28 78 510 internal_value=-0.0197343 -0.0750146 -0.0750112 -0.0750178 -0.0750171 -0.0750106 internal_weight=0.234652 0.148194 0.0721138 0.0760797 0.070805 0.0701987 internal_count=1213 1196 769 427 399 760 is_linear=0 shrinkage=0.1 Tree=349 num_leaves=7 num_cat=0 split_feature=15 14 16 10 16 3 split_gain=0.280008 0.67865 0.78916 0.356886 0.929954 0.327879 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 33.000000000000007 decision_type=10 10 10 10 10 10 left_child=3 2 -2 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.00040516246394761452 -0.078444798355130407 0.089533812210858571 0.065949955139319311 -0.051410846262238963 0.081366311400254757 -0.045112044501861438 leaf_weight=53.26579568348825 1.9525527465739285 0.40408530679997046 0.46950967586599279 1.232392736012115 1.9031820222153322 0.22970367781817902 leaf_count=779 91 11 85 54 188 5 internal_value=0.000280728 -0.0304387 -0.0504543 0.00181376 0.00299779 0.0677451 internal_weight=59.4572 2.82615 2.42206 56.6311 55.3987 2.13289 internal_count=1213 187 176 1026 972 193 is_linear=0 shrinkage=0.1 Tree=350 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 20 split_gain=0.339382 1.44345 2.16917 1.34278 1.10035 2.14986 threshold=0.40212573240000005 0.49277379045000008 0.60557055170000018 0.70900696330000013 0.76615868215000016 0.80539130785000002 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=-0.018685251389497202 0.062596028213307633 -0.10303502229855577 0.059428059286048301 -0.006385328363090823 -0.10781830558518131 0.10586070222831141 leaf_weight=8.5755681427544896 3.7264147996902466 2.0359562262892723 3.7852216213941574 31.279483227408491 0.9793301522731771 1.8048090562224377 leaf_count=50 9 9 12 1126 3 4 internal_value=-0.000499464 0.00307653 -0.00248434 0.00292445 -0.00335434 -0.000262101 internal_weight=52.1868 43.6112 39.8848 37.8488 34.0636 33.0843 internal_count=1213 1163 1154 1145 1133 1130 is_linear=0 shrinkage=0.1 Tree=351 num_leaves=7 num_cat=0 split_feature=10 9 9 8 9 8 split_gain=0.325468 0.528239 0.587726 0.430171 0.61235 1.68447 threshold=41.000000000000007 7.8464943593056891 7.9966239479282715 6.7585825373291648 6.3944237114723839 5.0737447080006826 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.0026595855491478733 0.050740240319123178 -0.070188116290767127 0.059736252724629783 0.046318544365822722 0.058268112890744954 -0.067739794491447972 leaf_weight=53.879097876924789 1.2504091134760518 1.9532981248266872 0.42369471859274188 2.0268450863659373 1.4656263506039966 3.8415922254789621 leaf_count=592 117 287 32 16 9 160 internal_value=0.000215989 -0.000777497 -0.0470293 0.00101853 -0.000532781 -0.0329418 internal_weight=64.8406 63.5902 2.37699 61.2132 59.1863 5.30722 internal_count=1213 1096 319 777 761 169 is_linear=0 shrinkage=0.1 Tree=352 num_leaves=7 num_cat=0 split_feature=19 3 14 6 4 7 split_gain=0.115895 1.30835e-10 5.20164e-11 5.03617e-11 3.75198e-11 2.69209e-11 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 125.41388227829954 255.00000000000003 73.905500767373155 decision_type=8 10 10 10 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075017698089068899 -0.07501672038615477 -0.075012056238319733 -0.075027633611839284 -0.075026169630069528 -0.075009747355305773 -0.075007965701143153 leaf_weight=0.08259670902043581 0.056373569368588505 0.030028600185687537 0.0016905059619602971 0.005009791442716959 0.0089401833720330615 0.03465866424039632 leaf_count=17 321 250 9 28 78 510 internal_value=-0.0185055 -0.0750135 -0.0750103 -0.0750165 -0.0750158 -0.0750099 internal_weight=0.219298 0.136701 0.0663778 0.0703235 0.0653138 0.0646873 internal_count=1213 1196 769 427 399 760 is_linear=0 shrinkage=0.1 Tree=353 num_leaves=7 num_cat=0 split_feature=0 6 0 0 4 3 split_gain=0.282421 0.533743 0.51612 0.80527 1.43685 2.51161 threshold=43.150867500000011 128.71147821476768 30.036528000000001 4.9672220000000005 465.00000000000006 1.5000000000000002 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=0.0020498413459152619 -0.039043531904690329 0.06755585656803785 0.038701980810308061 -0.031990588527129729 0.032256035703888845 -0.084438733411797334 leaf_weight=28.808609399944544 1.7651563805993635 1.2000520229339589 3.2693773433566085 7.7583843162865369 12.152275032945907 3.8006083266809574 leaf_count=303 28 13 67 197 577 28 internal_value=0.000350738 0.00157092 0.00015155 -0.00224823 0.00290693 -0.00803041 internal_weight=58.7545 56.9893 55.7893 52.5199 44.7615 32.6092 internal_count=1213 1185 1172 1105 908 331 is_linear=0 shrinkage=0.1 Tree=354 num_leaves=7 num_cat=0 split_feature=5 5 7 7 2 14 split_gain=0.30974 0.509196 0.295006 0.602708 0.593679 0.912088 threshold=59.000000000000007 63.000000000000007 79.482860341514581 77.023319461921901 3.5000000000000004 2.5000000000000004 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.07584133975695441 0.088792985862763865 -0.00086420227453106065 0.086406009967122013 -0.072383989048578887 -0.078339203750125763 0.065368155637021141 leaf_weight=0.53936931001953681 0.64258906245231528 46.087259638065007 1.1395959667861455 1.2092125483322878 0.87942252471111682 0.88721374981105339 leaf_count=117 2 849 4 113 66 62 internal_value=-0.000459967 0.000339683 -0.00079251 -0.00269272 0.0301319 -0.00616863 internal_weight=51.3847 50.8453 50.2027 47.2965 2.90623 1.76664 internal_count=1213 1096 1094 962 132 128 is_linear=0 shrinkage=0.1 Tree=355 num_leaves=7 num_cat=0 split_feature=19 19 19 21 20 19 split_gain=0.309822 0.809028 1.23255 0.912172 0.752928 0.836928 threshold=0.094494154350000012 0.23075891465000004 0.2809201300000001 0.88726092775000021 0.80539130785000002 0.70900696330000013 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=0.045679618176780415 -0.053067921137982366 0.099198386417545414 -0.00052848267336389734 -0.092840213902861984 -0.055284038905861865 0.041736782905859554 leaf_weight=1.4580584967188768 2.8432521000504494 1.2647285684943199 50.00419980994775 1.0524210073053826 2.2739832587540141 5.1694752722978583 leaf_count=23 12 3 1144 9 8 14 internal_value=0.000110605 -0.000950636 0.00152879 -0.000582752 0.00110737 0.00343154 internal_weight=64.0661 62.6081 59.7648 58.5001 57.4477 55.1737 internal_count=1213 1190 1178 1175 1166 1158 is_linear=0 shrinkage=0.1 Tree=356 num_leaves=7 num_cat=0 split_feature=19 3 14 6 4 7 split_gain=0.108092 1.03673e-10 3.77515e-11 3.68585e-11 2.94609e-11 2.18738e-11 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 125.41388227829954 255.00000000000003 73.905500767373155 decision_type=8 10 10 10 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075016826882517026 -0.075015495532812559 -0.075011186695514098 -0.075024990028399852 -0.075023934107328161 -0.075009070022297938 -0.075007345824494726 leaf_weight=0.077552641741931438 0.052151280106045306 0.027751701243687421 0.0015404962960019466 0.004566225085000041 0.008266684857517248 0.031838126577895309 leaf_count=17 321 250 9 28 78 510 internal_value=-0.0178841 -0.0750125 -0.0750095 -0.0750153 -0.0750146 -0.0750091 internal_weight=0.203667 0.126115 0.0611303 0.0649842 0.060418 0.0595898 internal_count=1213 1196 769 427 399 760 is_linear=0 shrinkage=0.1 Tree=357 num_leaves=7 num_cat=0 split_feature=4 5 4 3 5 0 split_gain=0.291129 1.04293 1.01111 1.48299 1.29807 0.5333 threshold=126.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 76.000000000000014 47.407128000000007 decision_type=8 10 8 8 8 10 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.026482293624817771 0.082533628822778607 -0.05732962424244941 -0.083516772288575278 0.074401287037771324 0.0014825671501730673 -0.078020598859048843 leaf_weight=2.6487891748547545 1.5402282774448384 3.37842708081007 2.026994038373231 2.470638431608676 45.229656326468103 0.85976744676008721 leaf_count=39 40 29 16 50 1021 18 internal_value=0.000311064 -0.0204967 0.00271696 0.000286775 0.0037849 -5.11362e-07 internal_weight=58.1545 6.02722 52.1273 50.5871 48.5601 46.0894 internal_count=1213 68 1145 1105 1089 1039 is_linear=0 shrinkage=0.1 Tree=358 num_leaves=7 num_cat=0 split_feature=0 4 3 3 9 8 split_gain=0.302202 0.664801 0.687241 0.658674 0.70816 0.805931 threshold=60.179807500000003 65648.500000000015 75.000000000000014 13.500000000000002 7.870704012360048 5.2436569921791092 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=0.0026534272296767172 0.056773336144455455 -0.086592474074660405 0.078061088679846444 -0.045130067672706699 0.042396630661611652 -0.04178949873996083 leaf_weight=36.175382567744236 0.90911157242953677 0.89957707421854038 1.1068503072019655 3.2466184592340133 3.8709452303592107 4.5990413572289972 leaf_count=441 15 24 39 144 145 405 internal_value=-0.000363909 -0.00140491 0.000159065 -0.00164136 0.00152115 -0.00235939 internal_weight=50.8075 49.8984 48.9988 47.892 44.6454 40.7744 internal_count=1213 1198 1174 1135 991 846 is_linear=0 shrinkage=0.1 Tree=359 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 21 split_gain=0.31025 0.510601 0.613388 2.03423 0.617829 0.961522 threshold=0.22161084545000001 0.52831749655000015 0.80539130785000002 0.53591571275000016 0.31369619650000008 0.57329773635000014 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=-0.023007583407697027 0.025907877486958303 -0.053105880797881783 0.056849960642877811 -0.094536635093486088 -0.00040603436489822199 0.059641341990366886 leaf_weight=5.3373802039495786 7.8467446230351925 2.0178789533674717 1.7376967146992672 2.3419470116496077 41.199700848454086 2.851230412721633 leaf_count=38 24 12 7 10 1115 7 internal_value=6.38211e-05 0.00218712 -0.00152448 -0.00361982 0.00100201 0.00348058 internal_weight=63.3326 57.9952 50.1485 48.4108 46.0688 44.0509 internal_count=1213 1175 1151 1144 1134 1122 is_linear=0 shrinkage=0.1 Tree=360 num_leaves=7 num_cat=0 split_feature=19 3 14 6 4 7 split_gain=0.100375 8.47412e-11 3.09301e-11 2.95851e-11 2.38814e-11 1.5668e-11 threshold=1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 125.41388227829954 255.00000000000003 73.905500767373155 decision_type=8 10 10 10 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075015737085514372 -0.075014416783223792 -0.075010242716451278 -0.075023351196331731 -0.075022252908481635 -0.075008405605659412 -0.075006855077136711 leaf_weight=0.072302569169551134 0.04814055535098305 0.025462534231337486 0.0014245715847209786 0.0042435563264007206 0.0076608181534538735 0.029436101624014555 leaf_count=17 321 250 9 28 78 510 internal_value=-0.017518 -0.0750116 -0.0750088 -0.0750142 -0.0750136 -0.0750084 internal_weight=0.188671 0.116368 0.0563232 0.0600449 0.0558014 0.0548986 internal_count=1213 1196 769 427 399 760 is_linear=0 shrinkage=0.1 Tree=361 num_leaves=7 num_cat=0 split_feature=15 14 10 13 21 20 split_gain=0.279196 0.595674 0.323609 0.577981 0.307247 0.340587 threshold=4.5000000000000009 3.5000000000000004 30.500000000000004 49199.500000000007 0.14357116100000003 0.73719218350000004 decision_type=10 10 10 8 8 10 left_child=2 -2 3 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.063456152015948036 -0.051264594792414908 0.086540857316164524 -0.050190571627145568 0.045531179060872971 0.0020079904904076683 -0.030554433833449818 leaf_weight=1.5310085748787967 2.2249205863336097 0.36515155981760461 1.1733899920945976 1.5125841498374937 47.244155382853933 3.4464704543352118 leaf_count=100 176 11 54 9 845 18 internal_value=0.000247493 -0.0318366 0.00176095 0.00289541 0.00111929 -0.000205938 internal_weight=57.4977 2.59007 54.9076 53.7342 52.2032 50.6906 internal_count=1213 187 1026 972 872 863 is_linear=0 shrinkage=0.1 Tree=362 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 20 split_gain=0.493262 1.1363 0.970483 0.677863 1.00749 0.934472 threshold=0.045530632050000013 0.16093797035000004 0.22161084545000001 0.24581294725000002 0.30468621685000002 0.55854025360000015 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=0.077764591440541167 -0.073888476017114554 0.054965398329111216 -0.092389822107958985 0.088871743942276066 0.004001430185856864 -0.033952791996325928 leaf_weight=0.7945900292834267 2.0859984084963799 3.170753687620163 0.81984429061412811 1.2229410111904144 34.194605754688382 8.0058136284351331 leaf_count=20 9 9 3 3 1142 27 internal_value=-0.00039987 -0.00165459 0.00152337 -0.00230663 -0.000605837 -0.00319884 internal_weight=50.2945 49.5 47.414 44.2432 43.4234 42.2004 internal_count=1213 1193 1184 1175 1172 1169 is_linear=0 shrinkage=0.1 Tree=363 num_leaves=7 num_cat=0 split_feature=19 19 19 20 21 19 split_gain=0.30622 0.714352 1.01658 0.655115 1.20358 0.721326 threshold=0.094494154350000012 0.23075891465000004 0.2809201300000001 0.80539130785000002 0.85846023185000009 0.70900696330000013 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=0.045453391716737568 -0.050449986549922249 0.091560512896325441 0.00020643824841301854 -0.053479429534478443 -0.093555831439138148 0.039798494419263648 leaf_weight=1.4571063375951778 2.7809477560222149 1.2250248417258263 48.599670031675487 2.242965091019868 1.2963749468326558 5.0829485058784476 leaf_count=23 12 3 1142 8 11 14 internal_value=0.000146545 -0.000931671 0.00142444 -0.000505215 0.00165596 0.00395522 internal_weight=62.685 61.2279 58.447 57.222 54.979 53.6826 internal_count=1213 1190 1178 1175 1167 1156 is_linear=0 shrinkage=0.1 Tree=364 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 7 split_gain=0.0942795 6.89879e-11 2.35869e-11 1.89613e-11 1.39887e-11 1.43992e-11 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 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=0.075014728137964642 -0.075013353746560152 -0.075009450597785202 -0.075020622648747995 -0.075007789452130852 -0.075014478879554716 -0.075006014513572028 leaf_weight=0.068567255046218634 0.044557361568877241 0.023547931601569871 0.0039328542861767337 0.0071000394946167935 0.0032170211379707317 0.025298050467654321 leaf_count=17 321 250 28 78 43 476 internal_value=-0.0166359 -0.0750107 -0.0750132 -0.0750126 -0.0750081 -0.0750077 internal_weight=0.176221 0.107653 0.0555903 0.0516574 0.052063 0.048846 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=365 num_leaves=7 num_cat=0 split_feature=13 7 7 2 7 6 split_gain=0.266581 0.323841 0.449332 0.603106 0.566373 0.455557 threshold=49199.500000000007 81.319949314960709 79.482860341514581 6.5000000000000009 76.620775124742622 97.504095962620923 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.00054826475375872863 -0.051343376384270917 0.059081145312216046 -0.088133131891192373 0.057026759434962965 -0.081493400050424283 0.061345861032335115 leaf_weight=51.198758483806159 0.98199939785990764 0.95068222004920144 1.1756879389286028 0.37832268560305249 0.24706511572003309 2.3191450079903007 leaf_count=907 68 29 4 74 2 129 internal_value=0.000310401 0.00121185 0.000217335 -0.0527941 0.00174956 0.0475938 internal_weight=57.2517 56.2697 55.319 1.55401 53.765 2.56621 internal_count=1213 1145 1116 78 1038 131 is_linear=0 shrinkage=0.1 Tree=366 num_leaves=7 num_cat=0 split_feature=21 19 21 21 20 19 split_gain=0.462983 1.02928 0.495045 1.12319 0.877657 1.58078 threshold=0.045530632050000013 0.9405798606500001 0.16093797035000004 0.30468621685000002 0.67806301170000005 0.23075891465000004 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.075303206812397078 -0.054928318976910286 -0.099839490351900984 0.048839480313955408 0.083809300731271283 -0.0425763059066111 -0.0028529361767338757 leaf_weight=0.79384165973169729 1.5614779926836488 1.0454973205924023 4.6681307181715965 2.2408472448587418 4.9145046547055236 34.668158460000996 leaf_count=20 8 4 13 7 18 1143 internal_value=-0.00045552 -0.00168041 0.000455247 0.00231537 -0.00287742 0.00240857 internal_weight=49.8925 49.0986 48.0531 46.4916 41.8235 36.909 internal_count=1213 1193 1189 1181 1168 1150 is_linear=0 shrinkage=0.1 Tree=367 num_leaves=7 num_cat=0 split_feature=7 0 9 7 9 6 split_gain=0.287381 0.824982 0.498667 0.48691 1.04547 0.912671 threshold=76.317822447666359 31.825229500000003 5.0503897358203416 72.192781170150241 7.8627118266634275 85.861586640203953 decision_type=10 10 10 10 8 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0020838193557792223 0.033629510976827801 0.052124757680587289 -0.051756873288673268 0.059873675995507872 -0.028410455451363826 -0.064096971455871413 leaf_weight=47.775165822065901 0.81467339396476646 1.2676348686218259 4.2629556113970466 3.8960532103956202 2.0456702341907658 2.1788040004903442 leaf_count=559 3 9 307 38 246 51 internal_value=0.000126728 -0.0200409 -0.0380572 0.00241616 0.0294784 -0.000802737 internal_weight=62.241 6.34526 5.07763 55.8957 5.94172 49.954 internal_count=1213 319 310 894 284 610 is_linear=0 shrinkage=0.1 Tree=368 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 7 split_gain=0.0889432 5.49184e-11 1.94977e-11 1.51033e-11 1.09529e-11 1.15035e-11 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 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=0.07501408693437496 -0.075012378883196854 -0.075008780606954914 -0.0750192742947281 -0.075007214506509726 -0.075013412780736075 -0.07500559403057977 leaf_weight=0.065425765234977007 0.041271677891927538 0.021846406711119926 0.0036278228126320746 0.0065634017573756856 0.0029536514775827518 0.02353102970459986 leaf_count=17 321 250 28 78 43 476 internal_value=-0.0156016 -0.0750099 -0.0750122 -0.0750117 -0.0750075 -0.0750071 internal_weight=0.16522 0.099794 0.0514629 0.0478351 0.0483311 0.0453774 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=369 num_leaves=7 num_cat=0 split_feature=20 21 20 20 19 20 split_gain=0.267928 0.306379 0.962106 0.620243 0.564001 0.480465 threshold=0.18647970780000003 0.77990823500000006 0.84483228280000011 0.78051033435000006 0.23075891465000004 0.67806301170000005 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=0.035712582505509259 0.069254674442796718 -0.031782112119891265 0.086089125693426555 -0.082401895964464733 -0.032520544353075179 0.0016284279855033419 leaf_weight=2.0508364549605176 1.1506035998463628 3.0724381469190112 1.2872966602444638 0.92923999577760596 4.548361387103796 43.756723216560204 leaf_count=29 8 16 9 5 27 1119 internal_value=0.000226556 -0.00110282 0.000721379 -0.0014597 6.11489e-05 -0.00158701 internal_weight=56.7955 54.7447 51.6722 50.3849 49.4557 48.3051 internal_count=1213 1184 1168 1159 1154 1146 is_linear=0 shrinkage=0.1 Tree=370 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 21 split_gain=0.399788 0.931181 0.50508 1.67045 1.44863 1.48566 threshold=0.045530632050000013 0.9405798606500001 0.63319291535000011 0.49277379045000008 0.22161084545000001 0.66751876125000009 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=0.070105146071700597 0.088598023112835808 -0.09751710666844432 0.022862073229006033 -0.082490280517598852 -0.057758809345873831 0.0043983464369566783 leaf_weight=0.79100008646491915 1.8009164072573183 0.99081315100192924 8.2946879938244802 2.5544568225741378 4.3932443261146545 30.83420043438673 leaf_count=20 6 4 23 12 17 1131 internal_value=-0.000419329 -0.00156086 0.000424928 -0.00427684 0.00111883 -0.00335332 internal_weight=49.6593 48.8683 47.8775 39.5828 37.0284 35.2274 internal_count=1213 1193 1189 1166 1154 1148 is_linear=0 shrinkage=0.1 Tree=371 num_leaves=7 num_cat=0 split_feature=19 19 19 20 21 20 split_gain=0.295917 0.597466 0.886741 0.522845 1.11142 0.607401 threshold=0.094494154350000012 0.23075891465000004 0.2809201300000001 0.80539130785000002 0.85846023185000009 0.69019084205000014 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=0.044795876424103383 -0.046867906653287182 0.086588383781457709 0.0013056388380197005 -0.048920574703388411 -0.092375781183564626 0.054567760992570449 leaf_weight=1.4510204745565713 2.7012072987854481 1.1924778819084167 50.721567177941324 2.1496072672307482 1.2359254527837027 2.2354755327105513 leaf_count=23 12 3 1149 8 11 7 internal_value=0.000170763 -0.000904204 0.00125374 -0.000552347 0.00136622 0.00355399 internal_weight=61.6873 60.2363 57.5351 56.3426 54.193 52.957 internal_count=1213 1190 1178 1175 1167 1156 is_linear=0 shrinkage=0.1 Tree=372 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 7 split_gain=0.0847985 4.3331e-11 1.56199e-11 1.18609e-11 8.68456e-12 9.10799e-12 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 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=0.075013680315077241 -0.075011437618609567 -0.075008120808604972 -0.075017855772413045 -0.075006681778384571 -0.075012409723643439 -0.075005172980538687 leaf_weight=0.063658057013526559 0.038157429655257147 0.020217112416503369 0.0033606578417675328 0.00607949723053025 0.0027334817827977522 0.021765467608474864 leaf_count=17 321 250 28 78 43 476 internal_value=-0.0137791 -0.0750092 -0.0750113 -0.0750108 -0.0750069 -0.0750066 internal_weight=0.155972 0.0923136 0.0475976 0.0442369 0.0447161 0.0419826 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=373 num_leaves=7 num_cat=0 split_feature=21 21 21 21 19 19 split_gain=0.29933 0.238952 0.798333 1.09613 1.14648 1.23175 threshold=0.10560630940000001 0.88726092775000021 0.77990823500000006 0.59547364865000019 0.23075891465000004 0.67776481820000012 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=0.055552331777891241 0.093656968573384403 0.034707658379605287 -0.066756219229489835 0.092376070612885705 -0.058364798881762027 0.00043134788012238719 leaf_weight=0.96708739851601422 1.2279549613595007 1.8567415997385968 1.8267391175031651 1.2669888287782658 3.8648744560778141 45.630315944261383 leaf_count=23 9 11 9 9 21 1131 internal_value=0.000395066 -0.000563052 -0.00177993 0.000503094 -0.00179176 -0.0041598 internal_weight=56.6407 55.6736 53.8169 51.9901 50.7231 49.4952 internal_count=1213 1190 1179 1170 1161 1152 is_linear=0 shrinkage=0.1 Tree=374 num_leaves=7 num_cat=0 split_feature=21 19 21 19 19 19 split_gain=0.344022 0.828028 0.471253 0.957812 1.62929 1.36386 threshold=0.045530632050000013 0.9405798606500001 0.16093797035000004 0.60557055170000018 0.49277379045000008 0.43664927860000008 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.065333950811044303 -0.054021157723416639 -0.09503473396554768 -0.0047573975479912401 0.033351560503932211 -0.098172452044030051 0.078452187367220053 leaf_weight=0.78213847609004006 1.5448881164193151 0.92872370779514213 34.086426849011332 8.0970638543367368 1.7714455500245083 2.0906193181872359 leaf_count=20 8 4 1145 22 8 6 internal_value=-0.000458891 -0.00151948 0.000305458 0.00212819 -0.00453394 5.11643e-05 internal_weight=49.3013 48.5192 47.5904 46.0456 37.9485 36.177 internal_count=1213 1193 1189 1181 1159 1151 is_linear=0 shrinkage=0.1 Tree=375 num_leaves=7 num_cat=0 split_feature=10 9 9 8 9 8 split_gain=0.287709 0.432063 0.537833 0.388601 0.498455 1.39953 threshold=41.000000000000007 7.8464943593056891 7.9966239479282715 6.7585825373291648 6.3944237114723839 5.0737447080006826 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.0020886418432988062 0.050583925733540529 -0.06906028507580543 0.058736090436852011 0.045152271623736639 0.056528675864761492 -0.065423755914503806 leaf_weight=51.397928031568881 1.1058370383689169 1.7432271999132347 0.40601487140156667 1.9055333137512196 1.2981765405274917 3.420416542183375 leaf_count=592 117 287 32 16 9 160 internal_value=3.91053e-05 -0.000889815 -0.0449182 0.000741076 -0.000766983 -0.0318723 internal_weight=61.2771 60.1713 2.14924 58.0221 56.1165 4.71859 internal_count=1213 1096 319 777 761 169 is_linear=0 shrinkage=0.1 Tree=376 num_leaves=7 num_cat=0 split_feature=19 3 0 4 8 10 split_gain=0.081162 3.45517e-11 1.37391e-11 9.04635e-12 8.68431e-12 6.06838e-12 threshold=1.0000000180025095e-35 3.5000000000000004 4.0072915000000009 126.00000000000001 3.0128987868248047 25.000000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=0.075013418976065227 -0.075010917330180685 -0.075007228658272612 -0.075011888661758827 -0.075007682236300485 -0.075019013429948322 -0.075004566149383445 leaf_weight=0.062422720016911626 0.022425151746574556 0.029238499370421778 0.0049434038373874492 0.014065023669900256 0.0026161624027736252 0.012104131161549958 leaf_count=17 149 499 37 220 21 270 internal_value=-0.0116538 -0.0750085 -0.0750105 -0.0750097 -0.0750144 -0.0750064 internal_weight=0.147815 0.0853924 0.0440497 0.0364902 0.00755957 0.0413426 internal_count=1213 1196 427 369 58 769 is_linear=0 shrinkage=0.1 Tree=377 num_leaves=7 num_cat=0 split_feature=20 5 4 4 4 4 split_gain=0.25481 0.231208 1.36879 1.09598 0.970795 1.73507 threshold=0.21136375875000005 59.000000000000007 163.00000000000003 109.00000000000001 164.50000000000003 219.50000000000003 decision_type=8 8 10 10 8 8 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=0.0324383393899857 -0.019246326200917648 -0.036159466870195167 -0.043985547146419057 0.084748385246959643 0.076219899538204475 -0.0032198096566910164 leaf_weight=2.3749234010465443 1.5471254736185063 7.6430471539497367 2.4572431799024343 2.9375511109828949 2.9744609817862502 36.339780520938803 leaf_count=32 18 89 27 72 47 928 internal_value=0.000381508 -0.00103099 0.0160032 0.0488722 -0.00354924 0.00279049 internal_weight=56.2741 53.8992 6.94192 4.48468 46.9573 39.3142 internal_count=1213 1181 117 90 1064 975 is_linear=0 shrinkage=0.1 Tree=378 num_leaves=7 num_cat=0 split_feature=21 19 21 21 21 19 split_gain=0.321209 0.752022 0.409349 0.949274 0.775067 0.565539 threshold=0.045530632050000013 0.9405798606500001 0.16093797035000004 0.30468621685000002 0.32816394200000004 0.40212573240000005 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=0.063306522251061023 -0.05052377582971132 -0.093235094917079736 0.045704473336502231 -0.099644144692076386 -0.028796603387087089 0.0041708204402232983 leaf_weight=0.77853354637045413 1.5355417449027298 0.87627238035201926 4.4761118367314339 0.80991638451814651 6.1366368718445301 34.218317755439784 leaf_count=20 8 4 13 3 23 1142 internal_value=-0.000411936 -0.00144428 0.000260674 0.00196926 -0.00278634 -0.00084242 internal_weight=48.8313 48.0528 47.1765 45.641 41.1649 40.355 internal_count=1213 1193 1189 1181 1168 1165 is_linear=0 shrinkage=0.1 Tree=379 num_leaves=7 num_cat=0 split_feature=19 19 19 20 19 19 split_gain=0.288271 0.517724 0.761353 0.416511 0.553258 1.67705 threshold=0.094494154350000012 0.23075891465000004 0.2809201300000001 0.80539130785000002 0.70900696330000013 0.60557055170000018 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=0.044500856522485394 -0.044341608413801484 0.081809701852476574 0.0018264572645178335 -0.044382944921815132 0.033376916459412209 -0.088137470460247933 leaf_weight=1.421963448563474 2.6407409254461527 1.1411782875657082 46.426619538106024 2.1006873138248912 4.8064707517623892 2.1688971277326337 leaf_count=23 12 3 1141 8 14 12 internal_value=6.07777e-06 -0.00106115 0.000956592 -0.000705811 0.00101233 -0.00218878 internal_weight=60.7066 59.2846 56.6439 55.5027 53.402 48.5955 internal_count=1213 1190 1178 1175 1167 1153 is_linear=0 shrinkage=0.1 Tree=380 num_leaves=7 num_cat=0 split_feature=19 3 6 4 10 9 split_gain=0.0770923 2.76828e-11 1.27625e-11 7.19611e-12 4.8313e-12 7.17341e-12 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 25.000000000000004 6.0863537928193487 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=0.075012979786426182 -0.075009776522677998 -0.075004687877212872 -0.075016033046047037 -0.075005780035058839 -0.075004226228545162 -0.075008014256441088 leaf_weight=0.060492567019537091 0.032475453337610816 0.010743944608293532 0.0029677079110115292 0.0052312307234387836 0.011204620016542322 0.016347446965028212 leaf_count=17 321 173 28 78 270 326 internal_value=-0.0099358 -0.0750079 -0.0750097 -0.0750092 -0.075006 -0.0750067 internal_weight=0.139463 0.0789704 0.0406744 0.0377067 0.038296 0.0270914 internal_count=1213 1196 427 399 769 499 is_linear=0 shrinkage=0.1 Tree=381 num_leaves=7 num_cat=0 split_feature=21 19 19 19 20 21 split_gain=0.28319 0.250345 0.753334 0.840157 0.569544 0.633348 threshold=0.10560630940000001 0.16732172635000001 0.40212573240000005 0.47672111840000003 0.40189712030000008 0.38257382970000003 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=0.054353858887665786 -0.03265789184718855 0.051035593708562747 -0.085363492332527879 0.054122801760064211 0.00089277288571931496 -0.048708377568256966 leaf_weight=0.96086047601420432 2.3060079365968704 2.8470691479742527 1.1762320846319196 1.8807550780475137 44.1387304077507 2.7337370216846457 leaf_count=23 11 20 6 14 1124 15 internal_value=0.000532684 -0.000406174 0.00100303 -0.00184992 0.000164947 -0.00200011 internal_weight=56.0434 55.0825 52.7765 49.9295 48.7532 46.8725 internal_count=1213 1190 1179 1159 1153 1139 is_linear=0 shrinkage=0.1 Tree=382 num_leaves=7 num_cat=0 split_feature=0 5 0 8 5 9 split_gain=0.314479 1.09809 0.690156 0.448878 0.410087 0.869161 threshold=0.0053650000000000008 108.50000000000001 0.00023600000000000002 4.3456414650440749 126.00000000000001 5.6838105482676164 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=-0.045980216346916097 -0.081057638618713262 0.047686455847955687 0.08221416030221726 0.012240689449435852 -0.064333344578037244 0.0014295787516526686 leaf_weight=1.0936865436378855 1.7401605452760112 1.7297765538096417 1.6994526661001148 1.9906066161929628 2.121668596751987 38.092246758460533 leaf_count=70 148 11 14 26 118 826 internal_value=-0.000553092 -0.00321869 0.0237884 0.0444669 1.06987e-05 -0.00204004 internal_weight=48.4676 43.6839 4.78375 3.69006 41.9437 40.2139 internal_count=1213 1103 110 40 955 944 is_linear=0 shrinkage=0.1 Tree=383 num_leaves=7 num_cat=0 split_feature=21 21 21 20 20 21 split_gain=0.74765 0.735547 0.53865 0.456434 1.00294 1.0404 threshold=0.14357116100000003 0.16093797035000004 0.22161084545000001 0.31369619650000008 0.32448833230000007 0.88726092775000021 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=-0.088330872971535024 0.080387801995905783 -0.042595040617462471 -0.033208451447752252 0.10513107905160518 0.0044239794945009512 -0.10002858144959813 leaf_weight=0.9437847770677763 1.1553558558225632 2.8487731888890266 3.4521789886057377 0.96889510750770569 49.774542406899855 0.9722149595618238 leaf_count=26 3 9 17 2 1151 5 internal_value=-2.76248e-05 0.0013808 -0.000192563 0.00199703 0.0043471 0.00242286 internal_weight=60.1157 59.172 58.0166 55.1678 51.7157 50.7468 internal_count=1213 1187 1184 1175 1158 1156 is_linear=0 shrinkage=0.1 Tree=384 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 7 split_gain=0.072911 2.21259e-11 1.00191e-11 5.78185e-12 4.5426e-12 4.64465e-12 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 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=0.075012505099097848 -0.075009071992922075 -0.075006465743051864 -0.075014829540497319 -0.075005344292951498 -0.075009964079248426 -0.075004102220843513 leaf_weight=0.058189977193251252 0.030041259007703047 0.016075075010121509 0.0027458606182335634 0.0048298345482180585 0.0021712267548537048 0.01722224344712231 leaf_count=17 321 250 28 78 43 476 internal_value=-0.00850861 -0.0750073 -0.075009 -0.0750086 -0.0750055 -0.0750052 internal_weight=0.131275 0.0730855 0.037617 0.0348711 0.0354685 0.0332973 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=385 num_leaves=7 num_cat=0 split_feature=4 4 3 5 5 5 split_gain=0.242093 0.854464 1.30374 1.13756 0.818812 0.36309 threshold=126.00000000000001 149.00000000000003 1.0000000180025095e-35 76.000000000000014 63.000000000000007 169.00000000000003 decision_type=8 8 8 8 10 8 left_child=4 -2 -3 -4 -1 -5 right_child=1 2 3 5 -6 -7 leaf_value=0.023891360674130297 0.0813981663229007 -0.082489964692389492 0.07301379076640889 -0.019541089468975488 -0.051157219150679736 0.0044175464179917355 leaf_weight=2.5665282048284999 1.3448350131511677 1.8180599492043246 2.2612454816699019 7.6354955583810797 3.3531178385019302 36.867018347780686 leaf_count=39 40 16 50 97 29 942 internal_value=0.000502003 0.00276913 0.000592532 0.00382257 -0.0186191 0.000306856 internal_weight=55.8463 49.9267 48.5818 46.7638 5.91965 44.5025 internal_count=1213 1145 1105 1089 68 1039 is_linear=0 shrinkage=0.1 Tree=386 num_leaves=7 num_cat=0 split_feature=21 21 21 10 10 15 split_gain=0.288629 0.591846 0.553034 0.405735 0.883986 0.399793 threshold=0.045530632050000013 0.16093797035000004 0.22161084545000001 35.000000000000007 30.500000000000004 4.5000000000000009 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=0.060028523227538294 -0.056892473478172403 0.04230253210558136 -0.0063330571416397377 -0.075677796867802835 0.066461285022362385 0.042495365568103391 leaf_weight=0.77023297833511606 1.8650361467152832 2.9698641449213028 38.00514071516227 0.74112250562757154 1.8541260950732965 1.7542317318730045 leaf_count=20 9 9 944 137 60 34 internal_value=-0.000693054 -0.00168416 0.000587582 -0.00233743 -0.00103126 -0.00417869 internal_weight=47.9598 47.1895 45.3245 42.3546 41.6135 39.7594 internal_count=1213 1193 1184 1175 1038 978 is_linear=0 shrinkage=0.1 Tree=387 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 19 split_gain=0.313526 0.592791 1.52729 0.697368 1.6566 1.03557 threshold=0.88018356465000014 0.70900696330000013 0.60557055170000018 0.49277379045000008 0.22161084545000001 0.43664927860000008 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=-0.10884666340852829 -0.038194012334214184 0.037109283782066543 -0.087025877979061333 0.057227195449355554 0.0047175832438606097 -0.098824021100826553 leaf_weight=1.3723769303069273 2.0636596120893946 4.3190590664744368 2.0052209645509711 2.1839493848383418 46.895168977702269 0.98625298216938873 leaf_count=24 8 12 12 9 1143 5 internal_value=0.000105651 0.00147398 -0.00140593 0.00193183 -0.000520006 0.00258485 internal_weight=59.8257 57.762 53.443 51.4377 49.2538 47.8814 internal_count=1213 1205 1193 1181 1172 1148 is_linear=0 shrinkage=0.1 Tree=388 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 7 split_gain=0.0681333 1.84859e-11 7.7069e-12 4.79973e-12 3.34799e-12 4.05442e-12 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 decision_type=8 10 10 10 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075011815635481552 -0.075008478899826175 -0.075006009253585013 -0.075013713504292201 -0.075004947365245378 -0.075009072566572577 -0.075003700810600732 leaf_weight=0.055048726499080658 0.027834958853418357 0.014902510346473719 0.0025380587849213035 0.0044659474169748128 0.0019817816728391327 0.015544381842573785 leaf_count=17 321 250 28 78 43 476 internal_value=-0.00749062 -0.0750068 -0.0750084 -0.075008 -0.0750051 -0.0750048 internal_weight=0.122316 0.0672676 0.034839 0.0323009 0.0324287 0.0304469 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=389 num_leaves=7 num_cat=0 split_feature=21 21 20 21 19 0 split_gain=0.247066 0.646788 0.292562 0.385735 1.57137 0.481601 threshold=0.21159832495000003 0.30468621685000002 0.21136375875000005 0.66751876125000009 0.34952334870000007 47.407128000000007 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=0.029584538692596935 -0.062780225917058077 0.046511138110999557 0.12227115953543287 -0.031870306871696619 0.00082052323890452819 -0.077866831962766947 leaf_weight=2.8010721498867497 1.636332646012306 1.3797275163233278 1.0661109983921049 3.5636660531163207 44.27277087472612 0.79172625183127721 leaf_count=35 9 9 9 18 1115 18 internal_value=0.000644352 -0.000893554 0.0010892 -0.000171909 0.00227685 -0.000561914 internal_weight=55.5114 52.7103 51.074 49.6943 46.1306 45.0645 internal_count=1213 1178 1169 1160 1142 1133 is_linear=0 shrinkage=0.1 Tree=390 num_leaves=7 num_cat=0 split_feature=0 5 7 8 6 4 split_gain=0.30655 1.02512 0.747184 0.404053 1.3117 0.590981 threshold=0.0041515000000000015 108.50000000000001 51.963509695802522 4.4479945522337943 85.225096274575819 176.00000000000003 decision_type=8 8 10 8 8 10 left_child=2 -2 -1 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.054911221874184013 -0.080841993141998567 -0.02428089060215903 -0.030281997086388318 -0.077706768242102389 0.001134471255171881 0.056408593835921776 leaf_weight=2.8488489709561682 1.6446204141830083 1.3613630887120951 1.6120036527281625 2.2452217009849837 35.096002193691675 2.7238037269562483 leaf_count=81 148 27 19 181 715 42 internal_value=-0.000828875 -0.00341336 0.0241252 -0.000339462 -0.00360603 0.0295192 internal_weight=47.5319 43.071 4.46085 41.4264 37.3412 4.08517 internal_count=1213 1113 100 965 896 69 is_linear=0 shrinkage=0.1 Tree=391 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 19 split_gain=0.272897 0.507381 1.40174 0.624652 1.46335 0.941652 threshold=0.88018356465000014 0.70900696330000013 0.60557055170000018 0.49277379045000008 0.22161084545000001 0.43664927860000008 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=-0.10525054132067785 -0.035757172511021194 0.034504881893938279 -0.086084837339540546 0.054509831922344355 0.0043430583706667268 -0.097018780838741089 leaf_weight=1.2984807706889112 2.0515705682337275 4.2739279493689528 1.881296345964073 2.1542955227196208 46.585359659802634 0.93491208553314109 leaf_count=24 8 12 12 9 1143 5 internal_value=7.68051e-05 0.00136366 -0.00131622 0.0018124 -0.000513059 0.00234887 internal_weight=59.1798 57.1283 52.8543 50.973 48.8188 47.5203 internal_count=1213 1205 1193 1181 1172 1148 is_linear=0 shrinkage=0.1 Tree=392 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 7 split_gain=0.0634777 1.47987e-11 6.16721e-12 3.8366e-12 2.67288e-12 3.17696e-12 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 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=0.075011151783716756 -0.075007860209064484 -0.075005554530202467 -0.075012723598723102 -0.075004579675078592 -0.075008403546711136 -0.075003427615563209 leaf_weight=0.051620110170915723 0.025748949930857634 0.013711481145037396 0.0023527126850240157 0.0041378838004675336 0.0018357680719418559 0.014396500602288143 leaf_count=17 321 250 28 78 43 476 internal_value=-0.00695986 -0.0750063 -0.0750078 -0.0750074 -0.0750047 -0.0750045 internal_weight=0.113803 0.0621833 0.0322395 0.0298868 0.0299437 0.028108 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=393 num_leaves=7 num_cat=0 split_feature=8 8 8 6 0 9 split_gain=0.237095 0.582868 0.375996 0.486491 0.427966 0.347426 threshold=7.2680146144134401 6.9301478636517562 6.7932115067562515 125.23946876332167 8.5083955000000007 7.8732891891115857 decision_type=10 10 10 10 10 8 left_child=1 2 3 -1 -5 -4 right_child=-2 -3 5 4 -6 -7 leaf_value=-0.00021835043486056243 -0.028762886680220923 0.070251442112115439 -0.083753197566585058 0.086442080559449019 0.0038989029393095721 0.013076220977930209 leaf_weight=47.336255180707667 2.6019561883294946 1.2278408366255451 0.98887195298448083 1.2491792812943452 1.2634036743547765 0.59261571604292851 leaf_count=973 88 51 11 19 24 47 internal_value=0.000704259 0.0021603 0.000534697 0.00205765 0.0449368 -0.0474692 internal_weight=55.2601 52.6582 51.4303 49.8488 2.51258 1.58149 internal_count=1213 1125 1074 1016 43 58 is_linear=0 shrinkage=0.1 Tree=394 num_leaves=7 num_cat=0 split_feature=20 6 5 9 7 10 split_gain=0.289237 0.296256 0.786525 0.420024 0.382635 0.463298 threshold=0.15581312665000005 125.41388227829954 15883.500000000002 7.9588975289260775 74.774374062072681 30.500000000000004 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 -2 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.045226709557843074 0.00010958158913310782 -0.075208541687276378 0.038355223380607373 0.081105942791442051 -0.07544903370398709 0.060382177564193944 leaf_weight=1.4289835164090616 40.562152172147762 1.6156650439370417 0.97965355846099544 1.2589580370113247 0.46103867143392541 0.55147121008485556 leaf_count=26 994 76 47 18 32 20 internal_value=-0.00092828 0.000465143 -0.0323417 0.00245293 0.0442987 -0.00146753 internal_weight=46.8579 45.4289 2.59532 42.8336 2.27147 1.01251 internal_count=1213 1187 123 1064 70 52 is_linear=0 shrinkage=0.1 Tree=395 num_leaves=7 num_cat=0 split_feature=7 0 4 6 7 6 split_gain=0.273252 0.73262 0.531504 0.471796 0.443419 1.01502 threshold=76.317822447666359 31.825229500000003 274.00000000000006 119.58415637860081 42.71749970957368 85.861586640203953 decision_type=10 10 10 10 10 8 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.0020177067397531834 0.042914557946224098 0.050060890518737279 -0.071520195672773221 0.0070988435815338606 0.079284745192762116 0.0036922155139059707 leaf_weight=42.893280343268998 0.69569170475006004 1.1853345707058904 3.0283383935311576 1.0205382690564873 2.323485530650939 7.5427467592526236 leaf_count=541 6 9 264 40 19 334 internal_value=9.15299e-05 -0.0202615 -0.0378301 -0.0517039 0.0023791 0.0214942 internal_weight=58.6894 5.9299 4.74457 4.04888 52.7595 9.86623 internal_count=1213 319 310 304 894 353 is_linear=0 shrinkage=0.1 Tree=396 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 7 split_gain=0.0586589 1.23633e-11 5.01325e-12 3.05971e-12 2.20367e-12 2.32556e-12 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 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=0.075010443459395518 -0.075007298129629307 -0.075005046201477299 -0.075011883913830832 -0.075004256315289577 -0.075007800754331985 -0.075003146689395297 leaf_weight=0.047764912364073098 0.023891993951110635 0.012550778077638824 0.0021552995685851775 0.0038380675123335086 0.0016874814632501503 0.013249308560943973 leaf_count=17 321 250 28 78 43 476 internal_value=-0.00685231 -0.0750058 -0.0750072 -0.0750069 -0.0750043 -0.0750041 internal_weight=0.105138 0.0573729 0.0298854 0.0277301 0.0274876 0.0258001 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=397 num_leaves=7 num_cat=0 split_feature=4 4 0 5 5 0 split_gain=0.225129 0.789766 1.20317 0.740327 0.596663 0.526061 threshold=126.00000000000001 149.00000000000003 0.0031780000000000007 63.000000000000007 76.000000000000014 0.030394000000000001 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=0.022898976933505732 0.080948499522408165 -0.081931867887753709 0.051534246250295318 -0.048735378569922022 0.039789709233717267 -0.0019455190274492813 leaf_weight=2.5410410650074473 1.2642490863800038 1.6925553244072933 2.4891847837716332 3.3378132656216621 3.2656497157877302 40.177123688801657 leaf_count=39 40 25 59 29 141 880 internal_value=0.000716384 0.00293967 0.000868837 -0.0177726 0.00391998 0.00119177 internal_weight=54.7676 48.8888 47.6245 5.87885 45.932 43.4428 internal_count=1213 1145 1105 68 1080 1021 is_linear=0 shrinkage=0.1 Tree=398 num_leaves=7 num_cat=0 split_feature=0 3 7 8 6 0 split_gain=0.284179 0.941471 0.646452 0.363896 1.20174 0.518526 threshold=0.0041515000000000015 1.5000000000000002 51.963509695802522 4.4479945522337943 85.225096274575819 19.409948500000002 decision_type=8 8 10 8 8 10 left_child=2 -2 -1 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.052486579072737488 -0.080410585710715479 -0.017007404842552819 -0.028267195943369988 -0.077523038105802966 0.0007952011425353874 0.056574589059275704 leaf_weight=2.7659387742169192 1.5302862506941881 1.5656681619584549 1.5450619796174576 2.0772128785029045 34.493330988450907 2.4662892324849963 leaf_count=81 151 34 19 181 712 35 internal_value=-0.000909755 -0.00341189 0.0235444 -0.000509855 -0.00365329 0.0280016 internal_weight=46.4438 42.1328 4.311 40.6025 36.5705 4.03196 internal_count=1213 1113 100 962 893 69 is_linear=0 shrinkage=0.1 Tree=399 num_leaves=7 num_cat=0 split_feature=4 0 4 0 0 4 split_gain=0.253199 1.71834 1.13925 1.38944 1.00769 2.535 threshold=115.00000000000001 0.043260000000000007 149.00000000000003 0.00023600000000000002 0.10875250000000002 164.50000000000003 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.027504463802628235 -0.082806461358079619 0.091929863186942795 0.088379703612700242 -0.030239474026055022 0.13821788265691415 7.1003399501906245e-05 leaf_weight=2.9275596104562274 1.6874022148549546 2.046861182898283 1.7459379119391076 10.298216863213382 1.3762192577123631 38.145407449250342 leaf_count=39 46 23 8 305 11 781 internal_value=6.42012e-05 0.02164 -0.00195122 0.000694635 -0.00237829 0.00488154 internal_weight=58.2276 4.97442 53.2532 51.5658 49.8198 39.5216 internal_count=1213 62 1151 1105 1097 792 is_linear=0 shrinkage=0.1 Tree=400 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 7 split_gain=0.0537109 9.66591e-12 4.07817e-12 2.38157e-12 1.77757e-12 1.82786e-12 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 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=0.075009587545614181 -0.075006739340018266 -0.075004672243836903 -0.075011036037744727 -0.07500395771002237 -0.075007246696370697 -0.075002920039867138 leaf_weight=0.043489643139764667 0.021909646242420422 0.011557819784684398 0.0020017962597194119 0.0035810530507660579 0.0015669775823425871 0.012277965068392405 leaf_count=17 321 250 28 78 43 476 internal_value=-0.00731742 -0.0750054 -0.0750067 -0.0750063 -0.075004 -0.0750038 internal_weight=0.0963849 0.0528953 0.0274925 0.0254907 0.0254028 0.0238358 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=401 num_leaves=7 num_cat=0 split_feature=0 0 0 0 2 8 split_gain=0.241792 1.5991 1.41919 0.644975 5.22634 1.22016 threshold=0.06754300000000002 0.10875250000000002 0.059867500000000004 0.19793400000000003 1.5000000000000002 3.8719454926469283 decision_type=8 8 8 8 10 8 left_child=2 -2 -1 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=-0.0010742921785624243 0.080509473455159977 -0.38337044728209191 -0.11300417982031347 0.045937540692619308 0.011087486720967852 -0.0054856401723934606 leaf_weight=15.17224576888839 2.6178191248327485 0.39519408345222418 1.2241859128698696 5.571898326277732 2.2382972198538482 26.846240263956133 leaf_count=338 61 1 13 85 127 588 internal_value=0.000705131 0.00511717 -0.00943117 -0.000513475 -0.0481067 0.00335277 internal_weight=54.0659 37.6694 16.3964 35.0516 2.63349 32.4181 internal_count=1213 862 351 801 128 673 is_linear=0 shrinkage=0.1 Tree=402 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 21 split_gain=0.268371 0.998004 1.02105 0.91581 0.892574 0.990769 threshold=0.40212573240000005 0.47672111840000003 0.60557055170000018 0.66751876125000009 0.67776481820000012 0.76615868215000016 decision_type=8 8 8 10 8 10 left_child=3 -2 -3 -1 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.050972011813409435 0.06303571627212512 -0.064591174037099991 0.058617207543309582 0.01669802086355952 0.0011429693268756658 -0.10516116321882618 leaf_weight=4.0511880632839148 2.5478480160236359 2.410574659705162 2.6383348107337952 3.9497742168605328 29.429442879336424 0.90366419404745002 leaf_count=37 6 12 9 13 1133 3 internal_value=-0.000922732 0.00258799 -0.00176484 -0.0175659 0.00282846 -0.00202397 internal_weight=45.9308 37.9299 35.382 8.00096 32.9714 30.3331 internal_count=1213 1163 1157 50 1145 1136 is_linear=0 shrinkage=0.1 Tree=403 num_leaves=7 num_cat=0 split_feature=5 0 8 8 4 2 split_gain=0.252636 1.6782 1.83666 1.57529 1.03306 1.36848 threshold=161.00000000000003 0.10875250000000002 4.4954850976912946 5.6558915309759774 219.50000000000003 1.5000000000000002 decision_type=10 10 8 8 10 10 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=0.0052539719586517132 -0.072493031833796948 -0.064237797008667774 0.055885622647382206 -0.014423640494532028 0.051524448169271909 -0.065447208950967645 leaf_weight=31.015382351353765 3.4457465263913063 3.1226670909672949 6.4841876449063411 6.2661898023361582 4.2101252879947415 3.0027335099875918 leaf_count=249 212 45 102 506 36 63 internal_value=8.62517e-05 -0.00923424 0.00449809 0.021332 0.0047964 -0.000986727 internal_weight=57.547 19.3188 15.873 12.7504 38.2282 34.0181 internal_count=1213 865 653 608 348 312 is_linear=0 shrinkage=0.1 Tree=404 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 7 split_gain=0.0491771 7.50478e-12 2.77753e-12 2.04411e-12 1.47055e-12 1.4297e-12 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 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=0.075008809710756019 -0.075006245878334932 -0.075004310402676119 -0.075009945448677229 -0.075003524447252612 -0.075006752800814314 -0.075002692685818981 leaf_weight=0.039696813793852925 0.020275887300158502 0.010569176827630145 0.001805741060707077 0.0031948979185472117 0.0014593220967071821 0.011308273148870285 leaf_count=17 321 250 28 78 43 476 internal_value=-0.00757137 -0.075005 -0.0750062 -0.0750059 -0.0750037 -0.0750035 internal_weight=0.0883101 0.0486133 0.0252765 0.0234708 0.0233368 0.0218774 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=405 num_leaves=7 num_cat=0 split_feature=15 14 16 3 7 9 split_gain=0.219149 0.539638 0.676636 0.310536 0.631255 0.513483 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 15.500000000000002 73.896180555916175 7.9538636625854737 decision_type=10 8 10 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0021310306432808898 -0.077849780007086963 0.087181847834757339 0.070278763065684952 -0.040703077026381124 0.056569021589900903 -0.049781007114449251 leaf_weight=45.737748252984602 1.6000490951118984 0.33928820473374788 0.38199468655511726 0.90446738107129876 2.5427607764140703 1.9882453246973444 leaf_count=847 91 11 85 35 94 50 internal_value=0.000698781 -0.0293528 -0.0493013 0.00206199 0.0310472 -3.16036e-05 internal_weight=53.4946 2.32133 1.98204 51.1732 3.44723 47.726 internal_count=1213 187 176 1026 129 897 is_linear=0 shrinkage=0.1 Tree=406 num_leaves=7 num_cat=0 split_feature=20 21 19 20 20 19 split_gain=0.259955 0.33057 2.16463 0.94665 1.63971 1.1327 threshold=0.15581312665000005 0.57329773635000014 0.2809201300000001 0.80539130785000002 0.67806301170000005 0.70900696330000013 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.043470968324671559 -0.11044607796313775 0.01873540773088601 0.047010544238432754 0.073873439489269083 -0.090093815379880732 -0.0047113014706869454 leaf_weight=1.3828145707084329 1.7999350726604459 8.155931603163479 5.0856015682220459 1.7425232902169216 1.9745876565575589 25.290536967746451 leaf_count=26 11 28 14 5 8 1121 internal_value=-0.000778082 0.000562158 -0.00356731 0.0020753 -0.001792 0.00394802 internal_weight=45.4319 44.0491 35.8932 34.0932 32.3507 30.3761 internal_count=1213 1187 1159 1148 1143 1135 is_linear=0 shrinkage=0.1 Tree=407 num_leaves=7 num_cat=0 split_feature=7 0 4 6 10 7 split_gain=0.2487 0.598014 0.481791 0.410999 0.432483 0.393678 threshold=76.317822447666359 30.053426000000005 274.00000000000006 119.58415637860081 42.500000000000007 42.71749970957368 decision_type=10 8 10 10 10 10 left_child=5 2 -2 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0019778850978828663 0.040038267149592258 0.045094301707106342 -0.085839150235512224 0.0065689073646398241 0.024501638191232727 0.02075126608166477 leaf_weight=41.77869915694464 0.695527583360671 1.126083120703697 2.4135725685082443 0.94495352993908444 0.41652124922256906 9.3203693182895204 leaf_count=541 6 9 177 40 87 353 internal_value=-2.40336e-05 -0.0200367 -0.0364424 -0.0505335 -0.0695997 0.00216787 internal_weight=56.6957 5.59666 4.47057 3.77505 2.83009 51.0991 internal_count=1213 319 310 304 264 894 is_linear=0 shrinkage=0.1 Tree=408 num_leaves=7 num_cat=0 split_feature=19 3 9 4 11 7 split_gain=0.0461965 5.93464e-12 1.7645e-12 1.35631e-12 9.81444e-13 1.1523e-12 threshold=1.0000000180025095e-35 3.5000000000000004 6.7403507733948809 255.00000000000003 17.500000000000004 73.905500767373155 decision_type=8 10 10 10 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075008541930046829 -0.075005755889771084 -0.075003990688129879 -0.075008811232517666 -0.075003427811683926 -0.075006013831377116 -0.075002479862481042 leaf_weight=0.037826771498657763 0.018779181489662733 0.0098046336352126673 0.0016784513436505213 0.0028871675094705998 0.0013334465518255447 0.010406112072701035 leaf_count=17 325 250 27 75 43 476 internal_value=-0.00640203 -0.0750046 -0.0750057 -0.0750054 -0.0750034 -0.0750032 internal_weight=0.0827158 0.044889 0.0233448 0.0216663 0.0215442 0.0202107 internal_count=1213 1196 427 400 769 726 is_linear=0 shrinkage=0.1 Tree=409 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 21 split_gain=0.222595 0.95286 0.755355 0.901295 0.7689 0.479326 threshold=0.85846023185000009 0.77990823500000006 0.59547364865000019 0.23075891465000004 0.54531097095000014 0.14357116100000003 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=0.075597644093271563 0.031995925213924505 -0.085741352003717575 0.075266149133717319 -0.064822726794446825 0.069472891884857876 -0.0018650147206845725 leaf_weight=1.506251065758988 2.1745427921414366 1.283556044101714 1.3513105884194363 1.9283253923058508 0.96255510300397873 43.826822968345368 leaf_count=28 14 6 9 12 6 1138 internal_value=0.000664377 -0.000675249 0.0015272 -0.000539078 -0.00299384 -0.000331913 internal_weight=53.0334 50.8588 49.5753 48.224 46.7177 44.7894 internal_count=1213 1199 1193 1184 1156 1144 is_linear=0 shrinkage=0.1 Tree=410 num_leaves=7 num_cat=0 split_feature=21 19 20 20 19 19 split_gain=0.279962 0.636005 0.344504 1.2008 1.36482 1.67406 threshold=0.045530632050000013 0.9405798606500001 0.78051033435000006 0.67806301170000005 0.88018356465000014 0.70900696330000013 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=0.059886266241270004 0.0027667123932523094 -0.090349343571221527 0.02473328581797607 -0.085564244622372207 0.14799589667720223 -0.09755186433907144 leaf_weight=0.7479919288889505 34.37780830587144 0.79664882272481818 4.919996201992034 1.6988814696669567 0.6162487268447866 1.7480245158076275 leaf_count=20 1158 4 16 8 1 6 internal_value=-0.000780868 -0.00180852 -0.000181802 -0.00337064 0.000429827 -0.00208741 internal_weight=44.9056 44.1576 43.361 38.441 36.7421 36.1258 internal_count=1213 1193 1189 1173 1165 1164 is_linear=0 shrinkage=0.1 Tree=411 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 19 split_gain=0.248935 0.429442 1.22607 0.542927 1.19247 1.07892 threshold=0.88018356465000014 0.70900696330000013 0.60557055170000018 0.59547364865000019 0.31709358510000007 0.23075891465000004 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.027596891389647139 -0.034310675280417126 0.03214142420752579 -0.084887047955373815 -0.0025191124882221918 -0.095319212753903634 0.091557290798712193 leaf_weight=6.9151221142947179 2.0372242573648682 4.1666936799883834 1.6942988876253355 38.816682702876278 1.3441771492362011 1.2585943117737759 leaf_count=43 8 12 12 1120 15 3 internal_value=6.41547e-06 0.0012964 -0.00127255 0.00165844 -0.00267208 0.000435428 internal_weight=56.2328 54.1956 50.0289 48.3346 41.4195 40.0753 internal_count=1213 1205 1193 1181 1138 1123 is_linear=0 shrinkage=0.1 Tree=412 num_leaves=7 num_cat=0 split_feature=20 3 6 4 11 7 split_gain=0.0444612 4.76066e-12 1.69389e-12 1.26701e-12 7.84563e-13 9.19785e-13 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 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=0.075008511592411453 -0.075005352723818058 -0.075003700870194479 -0.07500847927581944 -0.075003042416077359 -0.075005579153374996 -0.075002299501623307 leaf_weight=0.037614535773172975 0.017339214100502431 0.0091000919433099625 0.0015385046635856261 0.0027502921584527931 0.0012376404724818704 0.0096505360789933547 leaf_count=17 321 250 28 78 43 476 internal_value=-0.00378625 -0.0750043 -0.0750053 -0.075005 -0.0750031 -0.075003 internal_weight=0.0792308 0.0416163 0.021628 0.0200895 0.0199883 0.0187506 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=413 num_leaves=7 num_cat=0 split_feature=0 0 0 4 2 8 split_gain=0.215622 1.41554 1.22798 0.611467 1.90504 0.901666 threshold=0.06754300000000002 0.10875250000000002 0.059867500000000004 115.00000000000001 1.5000000000000002 3.8719454926469283 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=-0.0011454305695690942 0.078741663049112287 0.10384701947742841 -0.10596142690872977 -0.13243853903494232 0.04323934205626298 -0.0044539098871333579 leaf_weight=15.034718100039756 2.4246144623029968 0.55436386913061042 1.2074954798445094 1.0842739939689625 4.6175918690860263 28.004598873172654 leaf_count=338 61 7 13 7 80 707 internal_value=0.000654668 0.00490165 -0.00893777 -0.000323955 -0.00203723 0.00229695 internal_weight=52.9277 36.6854 16.2422 34.2608 33.7065 32.6222 internal_count=1213 862 351 801 794 787 is_linear=0 shrinkage=0.1 Tree=414 num_leaves=7 num_cat=0 split_feature=0 2 3 6 9 2 split_gain=0.269184 0.424593 0.599802 0.672206 0.490628 0.842332 threshold=60.179807500000003 48.000000000000007 54.500000000000007 125.91924795738852 7.9633944120596301 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0013176901025571896 0.056907414401911063 -0.059634791323917129 0.078197287510277463 -0.073339636709781927 0.053256406554563152 -0.071750912933194522 leaf_weight=36.886873225303134 0.80005652504041691 1.2263684296049167 0.95993376313708623 1.2717046432953782 1.6890716096386302 1.6481846496753849 leaf_count=794 15 47 34 62 60 201 internal_value=-0.000573412 -0.0016262 4.94269e-05 -0.00175839 0.000504687 -0.00180753 internal_weight=44.4822 43.6821 42.4558 41.4958 40.2241 38.5351 internal_count=1213 1198 1151 1117 1055 995 is_linear=0 shrinkage=0.1 Tree=415 num_leaves=7 num_cat=0 split_feature=5 0 9 9 4 2 split_gain=0.256073 1.4877 1.34045 0.884152 0.866476 1.29117 threshold=161.00000000000003 0.10875250000000002 4.5021450105687224 6.0460996639441538 207.50000000000003 1.5000000000000002 decision_type=8 8 8 8 8 10 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=0.013268342418715634 -0.07042306830237148 -0.10549807972491827 0.039423786568531419 -0.0028289587153471222 0.050342986766208991 -0.062235289255693063 leaf_weight=11.064040932804348 3.1681242075173932 1.1392599847167719 6.0443315124139181 27.414187423120893 4.0552908070385447 2.8478769287466994 leaf_count=166 212 20 87 629 36 63 internal_value=-0.000158675 -0.00483404 0.00117196 0.00480406 0.00966864 -0.00218783 internal_weight=55.7331 37.7659 34.5978 33.4585 17.9672 13.9119 internal_count=1213 948 736 716 265 229 is_linear=0 shrinkage=0.1 Tree=416 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 7 split_gain=0.0410285 3.79113e-12 1.15194e-12 1.09261e-12 6.56e-13 7.17312e-13 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 73.905500767373155 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=0.075007904441342269 -0.075004983104677625 -0.075003411691104471 -0.075007669555821124 -0.075002719861695585 -0.075005206045196574 -0.0750021168314597 leaf_weight=0.034865207970142365 0.016082724379884894 0.0082687471212921082 0.0013881003205824518 0.0024592381923866915 0.0011529079390584221 0.0088648676531875026 leaf_count=17 321 250 28 78 43 476 internal_value=-0.00343763 -0.0750039 -0.0750049 -0.0750047 -0.0750029 -0.0750027 internal_weight=0.0730818 0.0382166 0.0199301 0.018542 0.0182865 0.0171336 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=417 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 0 split_gain=0.211981 1.71699 1.67195 0.503118 1.8344 1.73123 threshold=5.1500000000000012e-05 163.00000000000003 0.0031780000000000007 0.030394000000000001 3216.0000000000005 0.034740000000000007 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=0.07330693672929707 -0.10993336471219724 -0.08239679892949095 0.092252661919018694 -0.14891769232712448 -0.070391007447815929 0.0019473112804121323 leaf_weight=2.2863589487969871 1.3710899747675274 1.0260487347841261 2.1755916253896426 0.77413795492611726 1.0179095958592368 43.609704823145876 leaf_count=60 30 5 123 10 20 965 internal_value=0.000593668 0.0250763 -0.0010631 0.00207433 0.040411 -0.000684059 internal_weight=52.2608 3.31241 48.9484 47.5773 3.1935 44.3838 internal_count=1213 65 1148 1118 143 975 is_linear=0 shrinkage=0.1 Tree=418 num_leaves=7 num_cat=0 split_feature=20 21 20 21 19 19 split_gain=0.26341 0.63785 1.02738 1.79867 1.87406 2.02744 threshold=0.25009891245000004 0.30468621685000002 0.31369619650000008 0.57329773635000014 0.23075891465000004 0.40212573240000005 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=-0.027007637618760263 0.034015516181512988 0.079400603496723995 -0.060897709371990363 0.099374716979301822 -0.11823149124917698 0.002893900538192027 leaf_weight=3.4903516548220068 5.2857313454151154 1.4427908509969709 5.1946552246809006 1.8871970437467096 1.4619482606649397 25.238483504886979 leaf_count=35 19 4 21 5 7 1122 internal_value=-0.000648265 0.00162282 -0.0032379 -0.00676726 0.00306878 -0.00373817 internal_weight=44.0012 40.5108 35.2251 33.7823 28.5876 26.7004 internal_count=1213 1178 1159 1155 1134 1129 is_linear=0 shrinkage=0.1 Tree=419 num_leaves=7 num_cat=0 split_feature=4 4 0 4 4 9 split_gain=0.245703 0.953884 0.384287 0.366495 0.870406 0.724655 threshold=4433.0000000000009 24291.500000000004 11.230363000000002 999.50000000000011 1101.5000000000002 6.3944237114723839 decision_type=10 10 8 10 10 10 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=0.0015849711571566645 -0.077729225742615121 0.07804465112969175 -0.02151190643382583 0.080317392812044808 -0.00069913542154568023 -0.053636723217808741 leaf_weight=43.108832803292898 1.7267967785928697 0.80801972863264349 0.74537820497062068 1.9236197434365738 4.269114870678095 2.5149966872231735 leaf_count=437 318 28 53 20 290 67 internal_value=-4.08365e-05 -0.0265824 0.0302737 0.00163935 0.0244666 -0.0014591 internal_weight=55.0968 3.28019 1.5534 51.8166 6.19273 45.6238 internal_count=1213 399 81 814 310 504 is_linear=0 shrinkage=0.1 Tree=420 num_leaves=7 num_cat=0 split_feature=19 3 6 4 11 16 split_gain=0.0366996 3.20117e-12 1.08734e-12 9.04084e-13 5.3125e-13 4.17968e-13 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 17.500000000000004 1.0000000180025095e-35 decision_type=8 10 10 10 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075006882488971027 -0.075004664649404681 -0.075002981801850832 -0.075007368522846729 -0.075002526248227702 -0.075004841306774817 -0.075001938500272661 leaf_weight=0.030345416977070272 0.014888162937495508 0.0090244523489673156 0.0013110210893501053 0.0022798676254751618 0.0010694292222979121 0.0066839552268902471 leaf_count=17 321 348 28 78 43 378 internal_value=-0.00561385 -0.0750037 -0.0750046 -0.0750044 -0.0750027 -0.0750025 internal_weight=0.0656023 0.0352569 0.0184791 0.017168 0.0167778 0.0157084 internal_count=1213 1196 427 399 769 726 is_linear=0 shrinkage=0.1 Tree=421 num_leaves=7 num_cat=0 split_feature=21 21 19 21 21 19 split_gain=0.224113 0.558849 0.27136 0.975905 0.728691 0.559764 threshold=0.21159832495000003 0.30468621685000002 0.2809201300000001 0.77990823500000006 0.59547364865000019 0.20868862815000003 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.028381859764999184 -0.060657894669048508 0.081485898548764479 -0.013446549387176501 -0.085040432428052093 0.057683753809112517 -0.00075075413707847624 leaf_weight=2.7535621434217319 1.5183690562844274 0.84545955806970596 2.947531446814537 1.3636682853102673 2.8164010718464842 39.408560401701834 leaf_count=35 9 6 21 6 20 1116 internal_value=0.000623705 -0.000939359 0.000974353 -0.00184201 0.0213095 0.000976471 internal_weight=51.6536 48.9 47.3816 41.6177 5.76393 40.254 internal_count=1213 1178 1169 1128 41 1122 is_linear=0 shrinkage=0.1 Tree=422 num_leaves=7 num_cat=0 split_feature=5 0 5 4 4 4 split_gain=0.25166 0.407145 0.869434 0.294987 0.584593 0.797736 threshold=59.000000000000007 0.0041515000000000015 108.50000000000001 126.00000000000001 168.50000000000003 192.00000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075879407703424759 0.032425396034246295 -0.080734637273869009 0.08306415055061811 -0.082442575795031101 0.10581551877662697 -0.0010575343237763145 leaf_weight=0.43989736016373981 3.5819380315078879 1.380856304662301 0.42318609356880088 0.8590291291475286 0.71218839287757774 36.152220136369579 leaf_count=117 34 97 2 25 2 936 internal_value=-0.000625887 0.000142016 -0.00278347 3.82574e-05 -0.000893137 0.00100716 internal_weight=43.5493 43.1094 39.5275 38.1466 37.7234 36.8644 internal_count=1213 1096 1062 965 963 938 is_linear=0 shrinkage=0.1 Tree=423 num_leaves=7 num_cat=0 split_feature=19 19 19 5 6 0 split_gain=0.23639 0.418837 0.477613 0.248989 1.36782 1.08592 threshold=0.094494154350000012 0.23075891465000004 0.2809201300000001 161.00000000000003 76.994121933012408 0.10875250000000002 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=0.041743762036186183 -0.041177050033669976 0.068948807856658495 0.008976644317933876 -0.094280272326631831 -0.065183069122691367 0.0046291322256693584 leaf_weight=1.3183447273668205 2.4883304107934237 1.0092657282948494 17.682468753308058 1.6570752523839498 2.4223197420215028 27.79029930307297 leaf_count=23 12 3 265 40 179 691 internal_value=-8.44485e-05 -0.00112393 0.000847249 -0.000539826 -0.00581991 -0.000968114 internal_weight=54.3681 53.0498 50.5614 49.5522 31.8697 30.2126 internal_count=1213 1190 1178 1175 910 870 is_linear=0 shrinkage=0.1 Tree=424 num_leaves=7 num_cat=0 split_feature=20 3 6 4 10 9 split_gain=0.0344784 2.52112e-12 8.52811e-13 7.15624e-13 3.83511e-13 5.84338e-13 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 25.000000000000004 6.0863537928193487 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=0.075006536823766165 -0.075004315381761735 -0.075001895359634418 -0.075006803564833274 -0.075002335321677813 -0.075001711337573274 -0.075003387289477585 leaf_weight=0.028890905203297734 0.013755907308222959 0.0043030610340792919 0.0012131281664551343 0.0021045281164333565 0.0045128258861950607 0.0067328522511616029 leaf_count=17 321 173 28 78 270 326 internal_value=-0.00454825 -0.0750034 -0.0750042 -0.0750041 -0.0750025 -0.0750028 internal_weight=0.0615132 0.0326223 0.0170736 0.0158604 0.0155487 0.0110359 internal_count=1213 1196 427 399 769 499 is_linear=0 shrinkage=0.1 Tree=425 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 0 split_gain=0.20413 1.56225 1.47183 0.451824 1.64138 1.38383 threshold=5.1500000000000012e-05 149.00000000000003 0.0031780000000000007 0.030394000000000001 3216.0000000000005 0.034740000000000007 decision_type=8 8 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=0.071939152440013518 -0.10590893351083996 -0.081740962360800376 0.091683302984366929 -0.12852430469781279 -0.068383486101022545 0.0017293262191929752 leaf_weight=2.1772943772375579 1.3039782132836979 0.95013946294784535 1.9783700287807726 0.83135919738560815 0.94741813803557295 43.166803305735812 leaf_count=60 30 5 123 10 20 965 internal_value=0.000491863 0.0252499 -0.00111362 0.00179856 0.0398511 -0.000731857 internal_weight=51.3554 3.12743 48.2279 46.924 2.92579 43.9982 internal_count=1213 65 1148 1118 143 975 is_linear=0 shrinkage=0.1 Tree=426 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 19 split_gain=0.257296 0.611445 0.321745 1.26068 0.941647 1.43365 threshold=0.045530632050000013 0.9405798606500001 0.63319291535000011 0.49277379045000008 0.40212573240000005 0.34952334870000007 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=0.058076745861555423 -0.00043497126306065261 -0.089502619976807307 0.019162926284663619 -0.077680207358858541 0.053334216508897164 -0.12492329611251728 leaf_weight=0.73783579995506443 28.072464493598094 0.77487292885780235 7.3337166905403128 2.1702033802866927 3.1131555661559096 0.95661529153585334 leaf_count=20 1139 4 23 12 9 6 internal_value=-0.000468617 -0.00148691 0.000150724 -0.00391282 0.00106786 -0.00453732 internal_weight=43.1589 42.421 41.6462 34.3124 32.1422 29.0291 internal_count=1213 1193 1189 1166 1154 1145 is_linear=0 shrinkage=0.1 Tree=427 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.225986 0.764636 0.822842 0.505298 0.932884 1.24743 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.79045400760000006 0.70900696330000013 0.60557055170000018 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=0.0041235731275381582 -0.036190373260443685 0.06600022228781767 -0.093885923751501982 -0.036047308041437881 0.084671420896961377 -0.084720007639723233 leaf_weight=43.13281948810436 1.6799243800342072 1.7529767006635655 0.93961958214640517 3.5017146915197364 1.3689493983983982 1.6404939386993636 leaf_count=1159 11 6 10 11 4 12 internal_value=-8.80307e-05 0.0010708 -0.00117933 0.00057534 0.00335462 0.000868345 internal_weight=54.0165 52.3366 50.5836 49.644 46.1423 44.7733 internal_count=1213 1202 1196 1186 1175 1171 is_linear=0 shrinkage=0.1 Tree=428 num_leaves=7 num_cat=0 split_feature=19 3 6 4 4 2 split_gain=0.0313764 2.08321e-12 6.52523e-13 5.96969e-13 3.06494e-13 6.3469e-13 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 1771.0000000000002 14.500000000000002 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=0.07500584033105448 -0.075004041467143276 -0.075001667820582027 -0.075006293776441052 -0.075002161175001122 -0.07500342949242525 -0.075001785905176907 leaf_weight=0.025945540925022215 0.012713113219433581 0.0049470784294953782 0.0011221148442928089 0.001947101586665668 0.0048913824166447739 0.0045211998409513399 leaf_count=17 321 254 28 78 232 283 internal_value=-0.00561048 -0.0750032 -0.075004 -0.0750038 -0.0750023 -0.0750026 internal_weight=0.0560875 0.030142 0.0157823 0.0146602 0.0143597 0.00941258 internal_count=1213 1196 427 399 769 515 is_linear=0 shrinkage=0.1 Tree=429 num_leaves=7 num_cat=0 split_feature=15 16 3 3 4 9 split_gain=0.204087 0.492579 0.27204 0.575862 0.521722 0.420143 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 129637.50000000001 7.9538636625854737 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=0.0019342797780186865 -0.05300375866671421 0.071277374685954242 0.074635271968759714 -0.058122051426877153 0.053693616524757973 -0.04696803450223147 leaf_weight=43.828176225128118 1.7119182170135894 0.39191695873159904 1.5253674535779276 0.96908510499633826 0.73285010829567909 1.8302308782003809 leaf_count=847 95 92 63 52 14 50 internal_value=0.000644852 -0.0298518 0.0019573 0.0300159 -0.00997443 -2.59841e-05 internal_weight=50.9895 2.10384 48.8857 3.2273 1.70194 45.6584 internal_count=1213 187 1026 129 66 897 is_linear=0 shrinkage=0.1 Tree=430 num_leaves=7 num_cat=0 split_feature=0 4 3 3 3 2 split_gain=0.237433 0.538481 0.575035 0.515809 0.518293 0.702317 threshold=60.179807500000003 65648.500000000015 75.000000000000014 13.500000000000002 6.5000000000000009 7.5000000000000009 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=-0.0040059002638445787 0.055527497133553497 -0.08501170239718929 0.077925963620610772 -0.044857931074337692 0.080438958503916608 0.0058012340228751416 leaf_weight=31.585345785249956 0.74026255775242944 0.7600031029433002 0.92416967765893687 2.6085170234146053 1.793403362011303 4.2444406510912813 leaf_count=631 15 24 39 144 24 336 internal_value=-0.000612933 -0.00160441 -6.41735e-05 -0.0018557 0.00112576 0.0279707 internal_weight=42.6561 41.9159 41.1559 40.2317 37.6232 6.03784 internal_count=1213 1198 1174 1135 991 360 is_linear=0 shrinkage=0.1 Tree=431 num_leaves=7 num_cat=0 split_feature=10 5 4 6 10 7 split_gain=0.215728 0.40414 0.354932 0.314111 0.313282 0.304043 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 122.61409861368737 50.000000000000007 76.32486681202586 decision_type=10 10 10 10 10 10 left_child=1 5 -3 -4 -2 -1 right_child=4 2 3 -5 -6 -7 leaf_value=0.0032692961686655586 0.07666623812859874 -0.07808802582374319 0.077320556474409871 -0.050860673089339697 -0.075600007664633886 -0.023561413941197647 leaf_weight=45.858545754934312 0.73089469270780583 1.2384368956672909 0.35558483377099026 0.41347907355520874 0.16576874593738467 4.6519179349634205 leaf_count=683 42 171 6 42 75 194 internal_value=-0.000120204 -0.000950598 -0.0449529 0.00840527 0.0485163 0.000798239 internal_weight=53.4146 52.518 2.0075 0.769064 0.896663 50.5105 internal_count=1213 1096 219 48 117 877 is_linear=0 shrinkage=0.1 Tree=432 num_leaves=7 num_cat=0 split_feature=19 3 6 4 4 2 split_gain=0.0297107 1.6509e-12 5.12663e-13 4.77474e-13 2.53268e-13 5.29675e-13 threshold=1.0000000180025095e-35 3.5000000000000004 125.41388227829954 255.00000000000003 1771.0000000000002 14.500000000000002 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=0.075005778720129923 -0.075003748480069188 -0.075001524771033876 -0.075005821639267806 -0.075002002735085033 -0.075003202847212083 -0.075001630889758419 leaf_weight=0.02521765825804323 0.011792570741818054 0.0044839136188556958 0.0010385199793745423 0.0018067415021505448 0.0044872476995578836 0.004103933052647335 leaf_count=17 321 254 28 78 232 283 internal_value=-0.00353446 -0.075003 -0.0750037 -0.0750035 -0.0750021 -0.0750025 internal_weight=0.0529306 0.0277129 0.0146378 0.0135993 0.0130751 0.00859118 internal_count=1213 1196 427 399 769 515 is_linear=0 shrinkage=0.1 Tree=433 num_leaves=7 num_cat=0 split_feature=20 20 20 5 4 4 split_gain=0.198799 0.474804 0.268953 0.233124 0.605775 1.08479 threshold=0.73719218350000004 0.55854025360000015 0.48408422815000002 59.000000000000007 163.00000000000003 109.00000000000001 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=0.0047467649010090179 -0.022595165818439782 0.046855529844849114 -0.041638313185892506 -0.002897070046578026 -0.038107032373328964 0.083769590277501846 leaf_weight=7.0382047519087774 3.4521232172846785 2.2728089801967135 1.4990974590182293 32.039738131657941 1.8695147112011898 2.3064368888735771 leaf_count=54 20 18 9 1013 27 72 internal_value=0.000567128 0.00226745 3.01798e-06 0.00144623 0.0138554 0.0242511 internal_weight=50.4779 47.0258 44.753 43.2539 11.2142 9.34464 internal_count=1213 1193 1175 1166 153 126 is_linear=0 shrinkage=0.1 Tree=434 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.228848 0.364613 0.233443 0.911288 0.271468 0.537517 threshold=59.000000000000007 63.000000000000007 0.0016035000000000001 108.50000000000001 126.00000000000001 168.50000000000003 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=-0.075851636664133762 0.084774772817491698 0.034563832806628995 -0.079948967863881587 0.082507186727342599 -0.081791622163128033 0.0013719810813557821 leaf_weight=0.40021549660013889 0.50274465978145499 1.7754848416370794 1.4629664508393023 0.39925409853458305 0.7940001031383862 36.702598358882824 leaf_count=117 2 23 100 2 25 944 internal_value=-0.000594187 0.000129188 -0.000905353 -0.00250538 0.000484329 -0.00038903 internal_weight=42.0373 41.637 41.1343 39.3588 37.8959 37.4966 internal_count=1213 1096 1094 1071 971 969 is_linear=0 shrinkage=0.1 Tree=435 num_leaves=7 num_cat=0 split_feature=9 9 8 8 9 6 split_gain=0.221745 0.323267 0.455008 0.495176 0.360193 1.03835 threshold=7.8627118266634275 7.5629028176013291 6.749388396265509 5.7335000637833913 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=0.0020118760116460553 -0.03287565882906919 0.053473334456330818 0.083137799752514452 -0.076779760794149443 -0.067779254185211205 0.040232437850116799 leaf_weight=44.859773738040531 1.9828384100665051 0.64234447502531045 1.1293131036345583 0.53492123923933832 2.5231285414192821 1.3750698715448377 leaf_count=592 326 32 23 111 120 9 internal_value=-6.52698e-05 0.00120876 0.0377901 -0.00571054 -0.000521782 -0.0296787 internal_weight=53.0474 51.0646 2.30658 1.17727 48.758 3.8982 internal_count=1213 887 166 143 721 129 is_linear=0 shrinkage=0.1 Tree=436 num_leaves=7 num_cat=0 split_feature=19 3 6 4 4 2 split_gain=0.0275977 1.29583e-12 3.32034e-13 3.83071e-13 2.02851e-13 4.13768e-13 threshold=1.0000000180025095e-35 3.5000000000000004 124.07979383812629 255.00000000000003 1771.0000000000002 14.500000000000002 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=0.075005363045882664 -0.075003480292141878 -0.075001419373433742 -0.075005149577887675 -0.075001823324743214 -0.075002971050732059 -0.075001529993374436 leaf_weight=0.023511330713517964 0.010877247849293781 0.0041627710018019579 0.0010137877720808328 0.001600553983280407 0.0041574042156753421 0.0038262668609263528 leaf_count=17 321 254 32 74 232 283 internal_value=-0.00324412 -0.0750027 -0.0750034 -0.0750033 -0.075002 -0.0750023 internal_weight=0.0491494 0.025638 0.0134916 0.0124778 0.0121464 0.00798367 internal_count=1213 1196 427 395 769 515 is_linear=0 shrinkage=0.1 Tree=437 num_leaves=7 num_cat=0 split_feature=21 21 20 21 19 20 split_gain=0.191327 0.503777 0.231605 0.280761 0.945403 0.439329 threshold=0.21159832495000003 0.30468621685000002 0.21136375875000005 0.66751876125000009 0.34952334870000007 0.67806301170000005 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=0.025895815934763255 -0.059085287157257464 0.041654570963574084 0.090652535352899952 -0.028322059081730456 -0.0023384290499857976 0.069560999911580101 leaf_weight=2.7908578372735064 1.4497973024845121 1.3460518345236776 1.1640461310744283 3.3420456722378722 39.03283024331904 0.86875788867473502 leaf_count=35 9 9 9 18 1126 7 internal_value=0.000454158 -0.00105005 0.000788908 -0.000449781 0.00181855 -0.000772998 internal_weight=49.9944 47.2035 45.7537 44.4077 41.0656 39.9016 internal_count=1213 1178 1169 1160 1142 1133 is_linear=0 shrinkage=0.1 Tree=438 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 20 split_gain=0.227947 0.493906 0.48075 0.508766 0.66358 0.631602 threshold=0.045530632050000013 0.16093797035000004 0.22161084545000001 0.24581294725000002 0.30468621685000002 0.67806301170000005 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=0.054814789755336824 -0.054089124050108461 0.04144164201125148 -0.088589305324955514 0.078945318161128777 0.0020694346519084402 -0.038466701681430668 leaf_weight=0.72807074453157838 1.7196505544707177 2.6928613185882568 0.67136111110448837 1.0158090367913246 30.444846522470471 4.3991951569914809 leaf_count=20 9 9 3 3 1151 18 internal_value=-0.000648153 -0.00163441 0.000665297 -0.00234049 -0.000725757 -0.00304841 internal_weight=41.6718 40.9437 39.2241 36.5312 35.8599 34.844 internal_count=1213 1193 1184 1175 1172 1169 is_linear=0 shrinkage=0.1 Tree=439 num_leaves=7 num_cat=0 split_feature=10 5 4 6 10 7 split_gain=0.215537 0.358472 0.311775 0.272911 0.259757 0.227996 threshold=41.000000000000007 4795.5000000000009 32495.000000000004 122.61409861368737 50.000000000000007 76.32486681202586 decision_type=10 10 8 10 10 10 left_child=1 5 -3 -4 -2 -1 right_child=4 2 3 -5 -6 -7 leaf_value=0.0029930182056097112 0.076576048445356218 -0.07783270141275106 0.077010865665737713 -0.048300815890750609 -0.07549566173002159 -0.020598726295075115 leaf_weight=45.417829594480281 0.67511299066245456 1.098207078330232 0.31297446787357341 0.39081615908071399 0.13474103435873985 4.5025584435425108 leaf_count=683 42 171 6 42 75 194 internal_value=8.49729e-05 -0.000716543 -0.0445343 0.00742507 0.0512748 0.000865166 internal_weight=52.5322 51.7224 1.802 0.703791 0.809854 49.9204 internal_count=1213 1096 219 48 117 877 is_linear=0 shrinkage=0.1 Tree=440 num_leaves=7 num_cat=0 split_feature=19 3 0 4 0 4 split_gain=0.0260187 1.03666e-12 2.18791e-13 3.1972e-13 2.08324e-13 1.66972e-13 threshold=1.0000000180025095e-35 3.5000000000000004 4.0072915000000009 126.00000000000001 5.1500000000000012e-05 1771.0000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=0.075005136494301419 -0.075003109440745619 -0.075001306331873338 -0.075004100792339462 -0.075002261738942658 -0.075004477248696869 -0.075002121066382932 leaf_weight=0.022575962357223034 0.0051155188912161975 0.003819727485392832 0.002092481553518156 0.0038845324538669956 0.0014233045048968052 0.0073666202083586541 leaf_count=17 103 254 58 220 46 515 internal_value=-0.00182399 -0.0750025 -0.0750032 -0.075003 -0.0750034 -0.0750018 internal_weight=0.0462781 0.0237022 0.0125158 0.0104234 0.00653882 0.0111863 internal_count=1213 1196 427 369 149 769 is_linear=0 shrinkage=0.1 Tree=441 num_leaves=7 num_cat=0 split_feature=20 21 21 20 7 7 split_gain=0.212426 0.645455 0.277853 0.401104 1.29963 0.446402 threshold=0.73719218350000004 0.85846023185000009 0.21159832495000003 0.67806301170000005 83.814145346247159 79.482860341514581 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=0.035132460340729837 -0.023617513490080618 0.063147551595701401 -0.02801811845447404 0.0011121217132779675 0.11627588869809696 -0.0518810302354357 leaf_weight=2.130474711797433 3.4319770485162726 1.6730773672461499 5.1582310274243355 34.918147404561751 0.96491093933582206 1.6654108921065915 leaf_count=30 20 12 34 981 16 120 internal_value=0.000391387 0.002163 -0.000112613 -0.00187086 0.00172113 -0.00130031 internal_weight=49.9422 46.5103 44.8372 42.7067 37.5485 36.5836 internal_count=1213 1193 1181 1151 1117 1101 is_linear=0 shrinkage=0.1 Tree=442 num_leaves=7 num_cat=0 split_feature=6 5 0 0 9 0 split_gain=0.209189 0.606498 0.325848 0.995627 0.490958 1.30837 threshold=125.41388227829954 13540.000000000002 5.0060315000000015 0.084130500000000011 5.8509998273357491 0.0031780000000000007 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=0.0032006998930227716 -0.073293398359171813 0.036877996490789565 0.018896485027058187 -0.065661850608206021 0.037837472452287482 -0.084403454201837008 leaf_weight=23.639261284261021 1.3070614726748311 0.80892510319245037 8.1557622400578094 2.3837775944266459 3.3070645450789007 1.8373310789174855 leaf_count=170 76 52 194 428 131 162 internal_value=-0.000546811 -0.0311757 0.00110134 -0.00355522 0.00158826 -0.00311717 internal_weight=41.4392 2.11599 39.3232 31.1674 28.7837 25.4766 internal_count=1213 128 1085 891 463 332 is_linear=0 shrinkage=0.1 Tree=443 num_leaves=7 num_cat=0 split_feature=0 4 4 5 4 4 split_gain=0.2135 1.88022 1.66087 0.66671 0.524285 1.89164 threshold=5.1500000000000012e-05 109.00000000000001 149.00000000000003 63.000000000000007 164.50000000000003 219.50000000000003 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=-0.081503843403978635 0.175385771523654 -0.050655502559016935 0.081644134178200711 0.026563794670171198 -0.096310696683805583 0.0026679104360828997 leaf_weight=1.8610831834375852 0.61469316482543845 2.524001767858862 0.93871466815471638 7.3781877011060706 2.0374111626297227 36.927742311397196 leaf_count=60 1 54 5 87 47 959 internal_value=6.11504e-05 0.00158122 -0.0268037 -0.000605036 0.00212087 -0.00250749 internal_weight=52.2818 49.482 2.7998 48.8673 46.3433 38.9652 internal_count=1213 1148 65 1147 1093 1006 is_linear=0 shrinkage=0.1 Tree=444 num_leaves=7 num_cat=0 split_feature=19 3 0 2 10 9 split_gain=0.0244411 8.03087e-13 1.95086e-13 2.04291e-13 1.18541e-13 1.97079e-13 threshold=1.0000000180025095e-35 3.5000000000000004 4.0072915000000009 1.5000000000000002 25.000000000000004 6.0863537928193487 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=0.07500493829338345 -0.075002957923499897 -0.075001257971160029 -0.075003819233630364 -0.075001816566442156 -0.075001160269374034 -0.075002323013864489 leaf_weight=0.021602623048238456 0.0076357944226401742 0.0028376405668950611 0.0019555678281903974 0.0019735600640160555 0.0029617926799119232 0.0044810967833655013 leaf_count=17 246 173 58 123 270 326 internal_value=-0.000417891 -0.0750023 -0.0750029 -0.0750027 -0.0750017 -0.0750019 internal_weight=0.0434481 0.0218455 0.0115649 0.00960935 0.0102805 0.00731874 internal_count=1213 1196 427 369 769 499 is_linear=0 shrinkage=0.1 Tree=445 num_leaves=7 num_cat=0 split_feature=15 14 16 3 3 4 split_gain=0.179184 0.420807 0.526012 0.248593 0.473605 0.4411 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 15.500000000000002 39.000000000000007 129637.50000000001 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=-0.00042626502569022078 -0.077309606197681791 0.085022519776190159 0.071558676649305389 0.072718622386858514 -0.056628654760729848 0.051354884723456146 leaf_weight=44.586878549889661 1.2923363436129862 0.27036478128866281 0.29075028019724425 1.3620436526252881 0.84609739977167897 0.68418261408805847 leaf_count=897 91 11 85 63 52 14 internal_value=0.000225929 -0.0302771 -0.0499684 0.00141668 0.0298268 -0.00834961 internal_weight=49.3327 1.85345 1.58309 47.4792 2.89232 1.53028 internal_count=1213 187 176 1026 129 66 is_linear=0 shrinkage=0.1 Tree=446 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 21 split_gain=0.218649 0.545864 0.290897 1.07635 0.943003 0.990856 threshold=0.045530632050000013 0.9405798606500001 0.63319291535000011 0.49277379045000008 0.22161084545000001 0.66751876125000009 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=0.054010522137838107 0.076003931754409448 -0.088110551080768554 0.01851439653094358 -0.072835511429289221 -0.051389055016013499 0.0039604805628627605 leaf_weight=0.72467190213501453 1.5866606375202534 0.71332044154405494 7.0829732939600936 2.1145837828516951 3.7139059081673622 25.046352265868343 leaf_count=20 6 4 23 12 17 1131 internal_value=-0.000430844 -0.00141083 0.000153096 -0.00385327 0.000953439 -0.00318699 internal_weight=40.9825 40.2578 39.5445 32.4615 30.3469 28.7603 internal_count=1213 1193 1189 1166 1154 1148 is_linear=0 shrinkage=0.1 Tree=447 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 19 split_gain=0.212409 0.311178 1.09507 0.444531 1.2987 0.740453 threshold=0.88018356465000014 0.70900696330000013 0.60557055170000018 0.49277379045000008 0.22161084545000001 0.43664927860000008 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=-0.10271264141068293 -0.032702904333364299 0.028640431498071047 -0.083869005287045675 0.048535211508452386 0.0046610379209947759 -0.092256120619664705 leaf_weight=1.2007524338087021 1.8988141790032376 3.8618415668606749 1.5381187014281739 1.9584869407117356 40.648317899915128 0.80389826186001201 leaf_count=24 8 12 12 9 1143 5 internal_value=0.000125785 0.00137221 -0.000909619 0.00195066 -0.000188349 0.00278149 internal_weight=51.9102 50.0114 46.1496 44.6115 42.653 41.4522 internal_count=1213 1205 1193 1181 1172 1148 is_linear=0 shrinkage=0.1 Tree=448 num_leaves=7 num_cat=0 split_feature=19 3 0 4 0 4 split_gain=0.0232576 6.60206e-13 1.52563e-13 2.0011e-13 9.95653e-14 9.68661e-14 threshold=1.0000000180025095e-35 3.5000000000000004 4.0072915000000009 126.00000000000001 5.1500000000000012e-05 1771.0000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=0.075004904243596487 -0.075002672433511608 -0.075001110105837682 -0.075003535948768824 -0.075001912760110728 -0.075003698816367301 -0.075001783887153728 leaf_weight=0.021192992804571986 0.0043843754783665645 0.0032492030543380679 0.0018094184483743456 0.0033120480957222753 0.001204845221764117 0.0062151033532131805 leaf_count=17 103 254 58 220 46 515 internal_value=0.00184709 -0.0750022 -0.0750027 -0.0750025 -0.0750029 -0.0750016 internal_weight=0.041368 0.020175 0.0107107 0.00890127 0.00558922 0.00946431 internal_count=1213 1196 427 369 149 769 is_linear=0 shrinkage=0.1 Tree=449 num_leaves=7 num_cat=0 split_feature=20 21 21 21 20 20 split_gain=0.1941 0.53521 0.264122 0.363321 0.347147 0.452384 threshold=0.73719218350000004 0.85846023185000009 0.21159832495000003 0.32816394200000004 0.55854025360000015 0.48408422815000002 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=0.034453863871150202 -0.022581121166597492 0.056851708512735737 -0.054441634205158455 0.00032447374247524067 0.0525789424374868 -0.059330447984479631 leaf_weight=2.1245009833946824 3.3952628150582305 1.7243547961115826 1.2660961151123045 38.028874035604531 1.2160666920244683 1.3151650056242932 leaf_count=30 20 12 9 1124 10 8 internal_value=0.000486692 0.00220144 5.73021e-05 -0.00168982 -4.31571e-05 -0.00166963 internal_weight=49.0703 45.6751 43.9507 41.8262 40.5601 39.344 internal_count=1213 1193 1181 1151 1142 1132 is_linear=0 shrinkage=0.1 Tree=450 num_leaves=7 num_cat=0 split_feature=20 21 19 20 20 19 split_gain=0.204629 0.321758 1.66467 0.685653 1.24587 0.967522 threshold=0.15581312665000005 0.57329773635000014 0.2809201300000001 0.80539130785000002 0.67806301170000005 0.70900696330000013 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.040797082476112433 -0.1032001436755387 0.018967864787975821 0.044971757868590014 0.065641910054852717 -0.084491549955241038 -0.0054399554036216671 leaf_weight=1.2242376057256477 1.598481263965368 7.7520424015820018 4.6064565926790237 1.5805872455239285 1.7209555283188809 21.940212996414644 leaf_count=26 11 28 14 5 8 1121 internal_value=-0.000537217 0.000720162 -0.00377815 0.00154626 -0.00203765 0.00330763 internal_weight=40.423 39.1987 31.4467 29.8482 28.2676 26.5467 internal_count=1213 1187 1159 1148 1143 1135 is_linear=0 shrinkage=0.1 Tree=451 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 21 split_gain=0.200686 0.293959 0.996209 0.41547 0.80567 1.13915 threshold=0.88018356465000014 0.70900696330000013 0.60557055170000018 0.85846023185000009 0.49277379045000008 0.22161084545000001 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=-0.099416082794153218 -0.032267248163183986 0.027707904822694654 -0.083121294909775822 -0.044146978544067322 0.073360263548873234 0.0036940044564811266 leaf_weight=1.101164851854264 1.8627579528838385 3.849103018641471 1.433238019235431 1.9011593237519253 1.5949823334813107 39.724118173089664 leaf_count=24 8 12 12 13 6 1138 internal_value=-4.35746e-05 0.00116651 -0.00106628 0.00158717 0.00363684 0.000912855 internal_weight=51.4665 49.6038 45.7547 44.3214 42.4203 40.8253 internal_count=1213 1205 1193 1181 1168 1162 is_linear=0 shrinkage=0.1 Tree=452 num_leaves=7 num_cat=0 split_feature=19 3 0 4 0 4 split_gain=0.0216297 5.16288e-13 1.23315e-13 1.56407e-13 8.09452e-14 7.82655e-14 threshold=1.0000000180025095e-35 3.5000000000000004 4.0072915000000009 126.00000000000001 5.1500000000000012e-05 1771.0000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=0.075004618947529522 -0.075002465127679108 -0.075001030262162427 -0.075003278145445093 -0.075001771905350845 -0.075003426859554523 -0.075001658919779016 leaf_weight=0.019792593782767653 0.0040346636887989007 0.0030128890150535881 0.0016765393957030037 0.003068438157242781 0.0011175671570526902 0.0057784188937262115 leaf_count=17 103 254 58 220 46 515 internal_value=0.00215326 -0.075002 -0.0750025 -0.0750023 -0.0750027 -0.0750014 internal_weight=0.0384811 0.0186885 0.00989721 0.00822067 0.00515223 0.00879131 internal_count=1213 1196 427 369 149 769 is_linear=0 shrinkage=0.1 Tree=453 num_leaves=7 num_cat=0 split_feature=20 20 20 21 20 20 split_gain=0.192619 0.994014 0.688296 0.29129 0.400055 0.234781 threshold=0.84483228280000011 0.78051033435000006 0.67806301170000005 0.85846023185000009 0.48408422815000002 0.32448833230000007 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=-0.00054292628215347951 0.034481958749353607 -0.087644941079013716 0.079788051239234048 0.040881952186853754 -0.037994773003494811 0.043217290073746112 leaf_weight=39.195730096893385 1.614755555987357 1.2776867970824231 1.1037877351045597 1.6666635870933522 2.8409566022455683 1.2656270116567601 leaf_count=1149 11 6 9 11 19 8 internal_value=0.000518281 -0.000639955 0.00177286 -0.000142064 -0.00172104 0.000825889 internal_weight=48.9652 47.3505 46.0728 44.969 43.3023 40.4614 internal_count=1213 1202 1196 1187 1176 1157 is_linear=0 shrinkage=0.1 Tree=454 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 20 split_gain=0.212258 0.421372 0.337558 0.454526 0.573038 0.475714 threshold=0.045530632050000013 0.16093797035000004 0.22161084545000001 0.24581294725000002 0.30468621685000002 0.31369619650000008 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=0.053480407492028717 -0.051239406337565109 0.036160597654709831 -0.086926650847159559 0.076243266052601399 0.035287047201242379 -0.0063142946527516485 leaf_weight=0.71301482140552253 1.6370841115713117 2.4907853230834007 0.61815057694911957 0.94841160625219345 3.0200687572360039 30.593257077649469 leaf_count=20 9 9 3 3 14 1155 internal_value=-0.00059249 -0.00157333 0.000585044 -0.00193376 -0.000413623 -0.00257652 internal_weight=40.0208 39.3078 37.6707 35.1799 34.5617 33.6133 internal_count=1213 1193 1184 1175 1172 1169 is_linear=0 shrinkage=0.1 Tree=455 num_leaves=7 num_cat=0 split_feature=0 4 4 5 0 5 split_gain=0.202667 1.56699 1.52773 0.594671 0.542556 0.476351 threshold=5.1500000000000012e-05 109.00000000000001 163.00000000000003 63.000000000000007 0.29033550000000002 161.00000000000003 decision_type=8 8 10 8 10 8 left_child=2 -2 -1 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=-0.081050895640402798 0.15862019124749629 -0.084828097550243134 0.081078235597054127 0.01963671078724373 0.011635680887619163 -0.0039680936221845407 leaf_weight=1.7476334497332566 0.62599253654479881 1.5406728889793151 0.87079085409641255 11.428728321567176 0.93807498551905144 33.931700049233314 leaf_count=60 1 33 5 145 21 948 internal_value=-3.42332e-05 0.00142982 -0.0271328 -0.000627075 -0.0483217 0.00197922 internal_weight=51.0836 48.4652 2.61842 47.8392 2.47875 45.3604 internal_count=1213 1148 65 1147 54 1093 is_linear=0 shrinkage=0.1 Tree=456 num_leaves=7 num_cat=0 split_feature=19 3 0 4 4 2 split_gain=0.0202128 3.86254e-13 1.00513e-13 1.22635e-13 6.32844e-14 1.30212e-13 threshold=1.0000000180025095e-35 3.5000000000000004 4.0072915000000009 126.00000000000001 1771.0000000000002 14.500000000000002 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=0.075004340553432552 -0.07500245050829768 -0.075000959510789653 -0.075003025238817148 -0.075001617548502375 -0.075002016373963851 -0.075001031851313057 leaf_weight=0.018680734618101269 0.0047518106966890628 0.0028059301430403139 0.0015472890991077293 0.0028143799504505296 0.0028073030285895584 0.0025761367009522473 leaf_count=17 149 254 58 220 232 283 internal_value=0.00287327 -0.0750018 -0.0750023 -0.0750021 -0.0750013 -0.0750015 internal_weight=0.0359836 0.0173028 0.00911348 0.00756619 0.00818937 0.00538344 internal_count=1213 1196 427 369 769 515 is_linear=0 shrinkage=0.1 Tree=457 num_leaves=7 num_cat=0 split_feature=8 8 10 13 9 0 split_gain=0.177347 0.466277 0.320468 0.628254 0.510196 0.375686 threshold=7.2680146144134401 6.9301478636517562 19.500000000000004 49191.500000000007 7.9465767890872971 8.0202915000000008 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=0.0034943567096205014 -0.028311070919801319 0.069317274316440747 0.068655784490172483 -0.07645451090093873 0.06180537708755144 -0.025187052032248886 leaf_weight=37.448823384969728 2.0444969712116281 1.0003245036350552 0.38884998805588011 1.2820767096709458 1.3786472855135787 5.2012270893901578 leaf_count=689 88 51 152 64 69 100 internal_value=0.000516939 0.00177901 0.00030066 -0.0426851 0.00193201 -3.37702e-06 internal_weight=48.7444 46.6999 45.6996 1.67093 44.0287 42.6501 internal_count=1213 1125 1074 216 858 789 is_linear=0 shrinkage=0.1 Tree=458 num_leaves=7 num_cat=0 split_feature=21 19 20 19 19 21 split_gain=0.199554 0.485612 0.225081 1.05629 1.40919 0.979033 threshold=0.045530632050000013 0.9405798606500001 0.78051033435000006 0.88018356465000014 0.70900696330000013 0.9123116092500001 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=0.052002000362260992 0.0023620435787534391 -0.086837842012713495 0.021289752998157791 0.12877450224137507 -0.092063317615892509 -0.11674777998096231 leaf_weight=0.71014688965806272 30.989573650556853 0.6554391011595716 4.3862034156918517 0.59961652755737205 1.7664132565259922 0.70580137521028419 leaf_count=20 1161 4 16 1 7 4 internal_value=-0.000532869 -0.00148695 -3.19234e-05 -0.00277759 -0.00513493 -0.000290327 internal_weight=39.8132 39.103 38.4476 34.0614 33.4618 31.6954 internal_count=1213 1193 1189 1173 1172 1165 is_linear=0 shrinkage=0.1 Tree=459 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 19 split_gain=0.202273 0.297953 0.888253 0.413065 1.04105 0.894641 threshold=0.88018356465000014 0.70900696330000013 0.60557055170000018 0.59547364865000019 0.31709358510000007 0.23075891465000004 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.025473628226096071 -0.032941243433921678 0.028150693285156809 -0.082356348231431731 -0.0025016058380482866 -0.094998856415807423 0.085006822894795081 leaf_weight=6.0875808305590908 1.8065279386937607 3.7674326710402957 1.3070545075461257 35.399744909638684 1.1811371082440008 1.2081581726670254 leaf_count=43 8 12 12 1120 15 3 internal_value=-8.05021e-05 0.00113222 -0.0011206 0.00129936 -0.00259496 0.000386405 internal_weight=50.7576 48.9511 45.1837 43.8766 37.789 36.6079 internal_count=1213 1205 1193 1181 1138 1123 is_linear=0 shrinkage=0.1 Tree=460 num_leaves=7 num_cat=0 split_feature=19 3 0 4 4 2 split_gain=0.018936 3.1323e-13 8.71759e-14 9.88098e-14 4.97224e-14 1.04367e-13 threshold=1.0000000180025095e-35 3.5000000000000004 4.0072915000000009 126.00000000000001 1771.0000000000002 14.500000000000002 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=0.075004115353777268 -0.075002275620032199 -0.075000891658604144 -0.075002838322425242 -0.075001498385808149 -0.075001869148962896 -0.075000951186523696 leaf_weight=0.01774297037627548 0.0043881603664885915 0.0025987706503656218 0.0014481088242064288 0.0026076595841004746 0.0025981073866887527 0.0023668840256902968 leaf_count=17 149 254 58 220 232 283 internal_value=0.00385745 -0.0750017 -0.0750021 -0.075002 -0.0750012 -0.0750014 internal_weight=0.0337507 0.0160077 0.00844393 0.00699582 0.00756376 0.00496499 internal_count=1213 1196 427 369 769 515 is_linear=0 shrinkage=0.1 Tree=461 num_leaves=7 num_cat=0 split_feature=20 20 21 21 21 20 split_gain=0.180761 0.913935 0.360734 0.216509 0.316284 0.272381 threshold=0.84483228280000011 0.73719218350000004 0.85846023185000009 0.21159832495000003 0.32816394200000004 0.55854025360000015 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=0.031261248891880443 0.033394957178772076 -0.073884106821307013 0.045838034222183563 -0.052273514596069916 -0.0013473548419550953 0.04610102054694306 leaf_weight=2.1381811965839006 1.6176657080650318 1.6422898620367039 1.8068534210324276 1.185736149549484 38.785909128608182 1.2488102614879597 leaf_count=30 11 9 12 9 1132 10 internal_value=0.000530259 -0.000605537 0.00205899 0.000234617 -0.00137479 0.000132711 internal_weight=48.4254 46.8078 45.1655 43.3586 41.2205 40.0347 internal_count=1213 1202 1193 1181 1151 1142 is_linear=0 shrinkage=0.1 Tree=462 num_leaves=7 num_cat=0 split_feature=20 21 19 20 20 19 split_gain=0.206753 0.275895 1.5112 0.550597 1.09442 0.746591 threshold=0.15581312665000005 0.57329773635000014 0.2809201300000001 0.80539130785000002 0.67806301170000005 0.70900696330000013 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.041641271798901036 -0.10063868095006097 0.017991908945226169 0.041100627660155056 0.060870252518343909 -0.081603802855131441 -0.0041634916988690564 leaf_weight=1.1789232381997861 1.5173448547720907 7.5543780811130992 4.3845633938908577 1.4933755844831456 1.605192445218562 21.573436762759243 leaf_count=26 11 28 14 5 8 1121 internal_value=-0.000396313 0.000878978 -0.00334938 0.0017311 -0.00147306 0.00348207 internal_weight=39.3072 38.1283 30.5739 29.0566 27.5632 25.958 internal_count=1213 1187 1159 1148 1143 1135 is_linear=0 shrinkage=0.1 Tree=463 num_leaves=7 num_cat=0 split_feature=9 9 10 9 9 6 split_gain=0.188432 0.294544 0.403572 0.292704 0.373471 0.924118 threshold=7.8627118266634275 7.9966239479282715 35.000000000000007 7.5456810564319428 6.3944237114723839 126.01722756410258 decision_type=10 10 8 10 10 10 left_child=3 2 -2 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.0019641202920444808 -0.07648533838988715 0.056628987420781401 0.049072777351777404 0.037568980259344978 -0.068973784937295654 0.035984307197029552 leaf_weight=42.652426824959548 1.201758069925289 0.31383259490621629 0.32528623286634695 2.0930688481257667 2.3414154739002693 1.3072146773338316 leaf_count=592 256 32 38 169 117 9 internal_value=-0.000203648 -0.0316057 -0.0497393 0.000990862 -0.000662675 -0.0313699 internal_weight=50.235 1.84088 1.52704 48.3941 46.3011 3.64863 internal_count=1213 326 294 887 718 126 is_linear=0 shrinkage=0.1 Tree=464 num_leaves=7 num_cat=0 split_feature=19 3 0 4 4 3 split_gain=0.0175977 2.40152e-13 6.75206e-14 7.51218e-14 4.04095e-14 6.69261e-14 threshold=1.0000000180025095e-35 3.5000000000000004 4.0072915000000009 126.00000000000001 1771.0000000000002 23.500000000000004 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=0.075003867366856034 -0.075002096644385563 -0.075000828857651206 -0.07500261386115234 -0.075001392136304301 -0.075001546807895114 -0.075000651152186806 leaf_weight=0.016560969466809183 0.0040447224087074574 0.0024112434517746806 0.0013363740545173641 0.0024185649335777271 0.0035133365544766093 0.0010940890747406229 leaf_count=17 149 254 58 220 405 110 internal_value=0.00416639 -0.0750016 -0.075002 -0.0750018 -0.0750012 -0.0750013 internal_weight=0.0313793 0.0148183 0.00779966 0.00646329 0.00701867 0.00460743 internal_count=1213 1196 427 369 769 515 is_linear=0 shrinkage=0.1 Tree=465 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 2 split_gain=0.176755 0.4607 0.510755 1.37727 0.848113 0.730591 threshold=43.150867500000011 30.036528000000001 8.0202915000000008 7.6228285000000016 4.9672220000000005 3.5000000000000004 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=-0.005171375473403619 -0.036386195787928947 0.042672460212764753 -0.03871788526430317 0.13038923030118357 -0.057655623989630915 0.026331283385734511 leaf_weight=27.78780201729387 1.2691667909966771 2.5611678743734947 3.3127583556051823 0.82012924196896975 2.4399420402769456 10.01495229807915 leaf_count=323 28 67 96 11 94 594 internal_value=0.00043798 0.0014337 -0.000946421 0.00210081 -0.000513658 0.00317451 internal_weight=48.2059 46.9368 44.3756 41.0628 40.2427 37.8028 internal_count=1213 1185 1118 1022 1011 917 is_linear=0 shrinkage=0.1 Tree=466 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.196072 0.327047 0.306444 1.02488 0.648958 0.827753 threshold=0.045530632050000013 0.16093797035000004 0.60557055170000018 0.49277379045000008 0.43664927860000008 0.66751876125000009 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.052186131665363303 -0.046250157434701594 -0.048422216719183203 0.019973033312184668 -0.090550796376605458 0.060897778877150081 0.0033533042863598487 leaf_weight=0.69985500459733885 1.5480638397857545 3.5548075139522552 6.7209231145679942 1.2984337210655201 1.6637383550405491 23.50499262221275 leaf_count=20 9 18 25 8 6 1127 internal_value=-0.000266903 -0.0012256 0.000671387 -0.00364961 0.000278716 -0.00344837 internal_weight=38.9908 38.291 36.7429 30.022 28.7235 27.0598 internal_count=1213 1193 1184 1159 1151 1145 is_linear=0 shrinkage=0.1 Tree=467 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 19 split_gain=0.182755 0.24326 0.803418 0.344883 0.93976 0.777115 threshold=0.88018356465000014 0.70900696330000013 0.60557055170000018 0.59547364865000019 0.31709358510000007 0.23075891465000004 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.023374657915621051 -0.032207328609138546 0.025805969692871807 -0.08171273542571833 -0.002346523429849747 -0.093446797058822972 0.080721592724373875 leaf_weight=6.0065635697892503 1.7240845765918482 3.6338454596698275 1.2029963899403799 35.031507868639892 1.1012832913547743 1.1636102870106686 leaf_count=43 8 12 12 1120 15 3 internal_value=-0.000217335 0.000928358 -0.00110286 0.00113655 -0.00244488 0.000323972 internal_weight=49.8639 48.1398 44.506 43.303 37.2964 36.1951 internal_count=1213 1205 1193 1181 1138 1123 is_linear=0 shrinkage=0.1 Tree=468 num_leaves=7 num_cat=0 split_feature=19 3 0 4 4 2 split_gain=0.0165511 1.89514e-13 4.61089e-14 6.03831e-14 3.15867e-14 6.37472e-14 threshold=1.0000000180025095e-35 3.5000000000000004 4.0072915000000009 126.00000000000001 1771.0000000000002 14.500000000000002 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=0.075003706470914339 -0.075001949039282562 -0.075000766908588201 -0.075002377022797537 -0.075001292885571239 -0.075001602365267858 -0.075000826685640121 leaf_weight=0.015909276553429663 0.0037406006804303615 0.002227536161910848 0.0012223106709825515 0.0022437858356170182 0.0022181554625717581 0.0020283170693744523 leaf_count=17 149 254 58 220 232 283 internal_value=0.00564994 -0.0750015 -0.0750018 -0.0750017 -0.0750011 -0.0750012 internal_weight=0.02959 0.0136807 0.0072067 0.00598439 0.00647401 0.00424647 internal_count=1213 1196 427 369 769 515 is_linear=0 shrinkage=0.1 Tree=469 num_leaves=7 num_cat=0 split_feature=15 16 4 0 3 3 split_gain=0.177456 0.359862 0.209804 0.284777 0.209633 0.429351 threshold=4.5000000000000009 2.0000000000000004 5002.0000000000009 3.0970780000000002 15.500000000000002 39.000000000000007 decision_type=10 10 10 10 10 10 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-5.9975070832126766e-05 -0.077584240093119275 0.071456024905713456 0.08675077820245046 -0.075422653825265529 0.071267279640376546 -0.0089100137756500091 leaf_weight=43.402701754326699 0.97953231865540036 0.28372242380282831 0.21745152771472931 0.21567299758316949 1.2595358221151394 1.4218836482614277 leaf_count=897 46 92 4 45 63 66 internal_value=0.00044718 -0.0313168 -0.051958 0.00599703 0.00161643 0.0287514 internal_weight=47.7805 1.69638 1.41266 0.433125 46.0841 2.68142 internal_count=1213 187 95 49 1026 129 is_linear=0 shrinkage=0.1 Tree=470 num_leaves=7 num_cat=0 split_feature=5 0 4 4 9 0 split_gain=0.19591 0.310564 0.52083 0.254664 0.359425 0.921601 threshold=59.000000000000007 0.0016035000000000001 115.00000000000001 126.00000000000001 5.6838105482676164 20.176897000000004 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=-0.075685197042291319 0.039073100167344943 -0.080944171772579454 0.081983703959488008 -0.06905433573541335 0.0026611294452448548 0.03796912314517973 leaf_weight=0.34101183287566428 1.9740312899230037 0.80998206324875255 0.37629544734954734 2.2663370153168212 31.498191381571814 1.2475069798529146 leaf_count=117 24 18 2 180 849 23 internal_value=-0.000226003 0.00044811 -0.00165826 0.00015647 -0.000722977 -0.0310582 internal_weight=38.5134 38.1723 36.1983 35.3883 35.012 3.51384 internal_count=1213 1096 1072 1054 1052 203 is_linear=0 shrinkage=0.1 Tree=471 num_leaves=7 num_cat=0 split_feature=0 0 0 0 6 0 split_gain=0.184255 1.20781 0.733789 1.60523 0.899476 0.703111 threshold=5.1500000000000012e-05 0.00023600000000000002 0.030394000000000001 0.034740000000000007 109.1549760003354 0.037647000000000007 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=-0.027033475949054083 0.10347458522626617 -0.081427873649838708 0.14082807446730003 -0.087663842950806078 0.038696699831559753 0.0012620179067985848 leaf_weight=2.4431240111589423 1.125535157159901 2.2550876973928093 0.8174042850441755 0.90889698619139281 0.86146324434866972 40.892839257697233 leaf_count=65 5 94 10 21 74 944 internal_value=-0.00026021 0.00113562 -0.00138289 0.00204236 -0.0482236 -0.000671501 internal_weight=49.3044 46.8612 45.7357 42.6191 3.11655 41.8017 internal_count=1213 1148 1143 975 168 965 is_linear=0 shrinkage=0.1 Tree=472 num_leaves=7 num_cat=0 split_feature=19 3 4 2 7 5 split_gain=0.0156547 1.50904e-13 2.34686e-14 4.98221e-14 2.51708e-14 1.88538e-14 threshold=1.0000000180025095e-35 3.5000000000000004 1771.0000000000002 14.500000000000002 74.328034144813259 108.50000000000001 decision_type=8 10 10 10 10 10 left_child=-1 5 -3 4 -4 -2 right_child=1 2 3 -5 -6 -7 leaf_value=0.075003640153031056 -0.075001585964003178 -0.07500071270287717 -0.075001828353203695 -0.075000756400884827 -0.075001126430658677 -0.075001985210992814 leaf_weight=0.015480747970286757 0.0051261490064007376 0.0020599513770207523 0.0010030987036770966 0.001867837402215855 0.0010411400094767487 0.001537612800120769 leaf_count=17 313 254 120 283 112 114 internal_value=0.00759024 -0.0750014 -0.075001 -0.0750011 -0.0750015 -0.0750017 internal_weight=0.0281165 0.0126358 0.00597203 0.00391208 0.00204424 0.00666376 internal_count=1213 1196 769 515 232 427 is_linear=0 shrinkage=0.1 Tree=473 num_leaves=7 num_cat=0 split_feature=0 0 0 0 2 6 split_gain=0.16682 1.2055 1.14923 0.473568 2.78491 0.951586 threshold=0.06754300000000002 0.10875250000000002 0.059867500000000004 0.19793400000000003 1.5000000000000002 114.30098072864854 decision_type=8 8 10 8 10 8 left_child=2 -2 -1 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.00030751527453814565 0.077747628234175151 -0.24487490279053803 -0.10467382932284673 0.0029442233165224581 0.077922497613508654 -0.064323480594156976 leaf_weight=13.300637212756554 2.0928260595537713 0.53359973430633845 1.1459854375571001 28.432421453209827 1.0414979953784491 0.85750046628527354 leaf_count=338 61 1 13 673 116 11 internal_value=0.000373643 0.00430117 -0.00858642 -0.000678926 -0.0430266 0.0136907 internal_weight=47.4045 32.9578 14.4466 30.865 2.4326 1.899 internal_count=1213 862 351 801 128 127 is_linear=0 shrinkage=0.1 Tree=474 num_leaves=7 num_cat=0 split_feature=5 5 3 4 9 8 split_gain=0.181119 0.284894 0.190176 0.596931 0.65101 0.535614 threshold=59.000000000000007 63.000000000000007 5.5000000000000009 343.00000000000006 7.9588975289260775 4.4479945522337943 decision_type=8 8 8 10 10 8 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=-0.075610302717736264 0.082730443192525704 0.0027174553430624297 0.066734538599793086 -0.081500202890211565 0.078643528343493863 0.00034582228134759303 leaf_weight=0.31560542242368583 0.41627828776836295 5.6114857411012045 1.2697949590219675 1.840345068019815 0.29446051269769657 28.287826059400686 leaf_count=117 2 165 16 207 3 703 internal_value=-0.000170485 0.000460722 -0.000457335 -0.0144046 -0.0594111 0.00319788 internal_weight=38.0358 37.7202 37.3039 7.74629 2.13481 29.5576 internal_count=1213 1096 1094 375 210 719 is_linear=0 shrinkage=0.1 Tree=475 num_leaves=7 num_cat=0 split_feature=9 4 4 0 2 8 split_gain=0.176377 0.280872 1.73003 1.45365 1.10574 0.842045 threshold=7.8627118266634275 219.50000000000003 267.00000000000006 0.10875250000000002 1.5000000000000002 4.4954850976912946 decision_type=10 10 10 8 10 8 left_child=1 4 -3 -4 -1 -5 right_child=-2 2 3 5 -6 -7 leaf_value=0.0019070408160496519 -0.031821072708787417 0.10864913661303549 -0.053819354625314869 -0.037876576595837222 -0.05877817074906222 0.031347060939758191 leaf_weight=27.079456731677059 1.7061410640862948 1.6461389064788843 3.6969662335409312 2.1660264944657674 3.376944873481988 9.3105202858860139 leaf_count=249 326 6 158 45 72 357 internal_value=-0.00023358 0.000906379 0.0112784 0.000714893 -0.00482161 0.0182821 internal_weight=48.9822 47.2761 16.8197 15.1735 30.4564 11.4765 internal_count=1213 887 566 560 321 402 is_linear=0 shrinkage=0.1 Tree=476 num_leaves=7 num_cat=0 split_feature=19 3 4 2 5 4 split_gain=0.0144592 1.24791e-13 1.81292e-14 3.73221e-14 1.33036e-14 3.39689e-14 threshold=1.0000000180025095e-35 3.5000000000000004 1771.0000000000002 14.500000000000002 108.50000000000001 126.00000000000001 decision_type=8 10 10 10 10 10 left_child=-1 4 -3 -4 5 -2 right_child=1 2 3 -5 -6 -7 leaf_value=0.075003416388713273 -0.075001666792163801 -0.07500065184506699 -0.075001344794747654 -0.075000700431270925 -0.075001830797767788 -0.075001097592930208 leaf_weight=0.014344528375659138 0.0032049975784502749 0.0018713995053758481 0.0018728727941379475 0.0017284487952906602 0.0014045724967672868 0.0015582063649617339 leaf_count=17 149 254 232 283 114 164 internal_value=0.00780591 -0.0750013 -0.0750009 -0.075001 -0.0750016 -0.0750015 internal_weight=0.025985 0.0116405 0.00547272 0.00360132 0.00616778 0.0047632 internal_count=1213 1196 769 515 427 313 is_linear=0 shrinkage=0.1 Tree=477 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.172693 3.01179 1.31998 1.01977 0.754659 0.909954 threshold=0.033085500000000004 0.029193500000000004 0.037647000000000007 0.048128000000000004 0.055514500000000008 0.06754300000000002 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.0061901025161381117 0.097589413870914174 -0.23123468150779236 -0.070253069749656991 0.064584136347213036 -0.060666060031841218 0.0041062728242184862 leaf_weight=6.1299200145294881 1.4178809840232123 0.58530011074617494 1.9962977464310814 1.8954674578271795 2.3235302455723277 32.59167262694973 leaf_count=233 26 10 28 29 25 862 internal_value=0.000341186 -0.0145039 0.00281945 -0.000643133 0.00313192 -0.000204184 internal_weight=46.9401 6.71522 40.2248 38.807 36.8107 34.9152 internal_count=1213 243 970 944 916 887 is_linear=0 shrinkage=0.1 Tree=478 num_leaves=7 num_cat=0 split_feature=20 21 19 20 20 19 split_gain=0.18993 0.231983 1.30914 0.501109 0.97486 0.706002 threshold=0.15581312665000005 0.57329773635000014 0.2809201300000001 0.80539130785000002 0.67806301170000005 0.70900696330000013 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.040486388628261427 -0.097411591976349077 0.016994894899929083 0.040708869896246586 0.058884133917530682 -0.07849635236026041 -0.0041283698093165918 leaf_weight=1.1274800801766103 1.3934686966240404 7.4013142213225356 4.2376237288117409 1.462859235703944 1.5381647571921337 20.502803821756984 leaf_count=26 11 28 14 5 8 1121 internal_value=-6.20876e-05 0.00118538 -0.00283081 0.00192004 -0.001251 0.0035515 internal_weight=37.6637 36.5362 29.1349 27.7415 26.2786 24.7404 internal_count=1213 1187 1159 1148 1143 1135 is_linear=0 shrinkage=0.1 Tree=479 num_leaves=7 num_cat=0 split_feature=0 4 4 5 2 5 split_gain=0.165186 1.4047 1.19804 0.491914 0.530283 0.381536 threshold=5.1500000000000012e-05 163.00000000000003 109.00000000000001 63.000000000000007 2.5000000000000004 161.00000000000003 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=-0.080465434695125071 0.13870536141358339 0.080657817593502615 -0.084248285459293942 0.017436426049418193 0.015560516401615751 -0.0040337579447353436 leaf_weight=1.5944544263184064 0.62368375062942405 0.81903226673603047 1.4009214192628854 11.182912411168216 0.85854298062622536 31.849956881356547 leaf_count=60 1 5 38 145 16 948 internal_value=-0.000287189 -0.0257872 0.00105317 -0.000842325 -0.0463233 0.00154568 internal_weight=48.3295 2.41349 45.916 45.2923 2.25946 43.0329 internal_count=1213 65 1148 1147 54 1093 is_linear=0 shrinkage=0.1 Tree=480 num_leaves=7 num_cat=0 split_feature=19 2 0 4 4 2 split_gain=0.0133414 8.92446e-14 2.04723e-14 2.90709e-14 1.68914e-14 2.92229e-14 threshold=1.0000000180025095e-35 5.5000000000000009 3.0028960000000002 126.00000000000001 1771.0000000000002 14.500000000000002 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=0.075003153428012198 -0.075001528436113393 -0.075000553026567232 -0.075001824104891049 -0.075001032352701016 -0.075001240790305498 -0.075000650863466078 leaf_weight=0.013189546065405011 0.0029536605907196645 0.0014723766891506784 0.0010109412949077523 0.0019685825575379567 0.0017586539083254138 0.0016069930137518895 leaf_count=17 149 227 60 238 239 283 internal_value=0.0075709 -0.0750012 -0.0750014 -0.0750013 -0.0750008 -0.075001 internal_weight=0.0239608 0.0107712 0.00593318 0.00492224 0.00483802 0.00336565 internal_count=1213 1196 447 387 749 522 is_linear=0 shrinkage=0.1 Tree=481 num_leaves=7 num_cat=0 split_feature=10 11 10 2 7 0 split_gain=0.167831 0.427665 0.286204 0.204927 0.771789 0.965458 threshold=30.500000000000004 12.500000000000002 50.000000000000007 9.5000000000000018 74.524372873274658 2.7156310000000006 decision_type=10 8 10 10 10 10 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0012480246824746993 -0.077755167340407216 0.076824740419029702 0.075501810890007667 0.077271160681307308 0.057014600623824269 -0.045886948795117941 leaf_weight=39.118935013568262 1.0357174191594807 0.28506596479564916 0.13810016517527413 0.85732315666973535 2.8083754934777971 2.4713481512153521 leaf_count=603 107 35 65 91 239 73 internal_value=0.000341118 -0.0330427 -0.0597244 0.00141729 0.0184066 -0.0141667 internal_weight=46.7149 1.45888 1.17382 45.256 6.13705 3.32867 internal_count=1213 207 172 1006 403 164 is_linear=0 shrinkage=0.1 Tree=482 num_leaves=7 num_cat=0 split_feature=0 3 3 4 4 4 split_gain=0.193168 0.667865 0.383346 0.236902 0.498329 0.585641 threshold=0.0041515000000000015 1.5000000000000002 1.5000000000000002 126.00000000000001 168.50000000000003 192.00000000000003 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=0.058109048106238043 -0.078946055205174351 0.081516496820570203 -0.0096648367672314515 -0.08124836238113832 0.091741524415748343 -0.00073810815884438167 leaf_weight=1.6072104366030537 1.0994009674759571 0.3551400750875463 1.736058620343101 0.74861170630901952 0.70013444125652569 31.18591822921735 leaf_count=77 151 2 23 25 2 933 internal_value=-2.24272e-05 -0.0022721 0.0229161 0.000283091 -0.000600915 0.0012925 internal_weight=37.4325 34.0892 3.34327 32.9898 32.6347 31.8861 internal_count=1213 1113 100 962 960 935 is_linear=0 shrinkage=0.1 Tree=483 num_leaves=7 num_cat=0 split_feature=0 0 4 0 3 4 split_gain=0.161292 1.06504 0.779856 1.26367 1.09835 1.74687 threshold=0.030394000000000001 0.034740000000000007 115.00000000000001 0.10875250000000002 1.5000000000000002 267.00000000000006 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.015430373084925897 0.10833559166887258 0.053774217895655785 -0.085208291358791627 0.0035952688038496808 0.11961774988832141 -0.057696361398858337 leaf_weight=6.1571927259201393 0.9195648028398854 2.487974487245082 3.276148283854126 32.735075854710885 0.84594130516052279 1.6189216240368294 leaf_count=238 10 30 76 794 2 63 internal_value=-0.000318004 0.00190362 -0.000485572 -0.00399417 -0.0472689 0.00315787 internal_weight=48.0408 41.8836 40.9641 38.4761 5.74101 2.46486 internal_count=1213 975 965 935 141 65 is_linear=0 shrinkage=0.1 Tree=484 num_leaves=7 num_cat=0 split_feature=19 2 0 4 4 2 split_gain=0.0120798 7.02017e-14 1.5364e-14 1.75426e-14 1.33561e-14 2.31369e-14 threshold=1.0000000180025095e-35 5.5000000000000009 3.0970780000000002 156.00000000000003 1771.0000000000002 14.500000000000002 decision_type=8 10 8 10 10 10 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=0.075002753215711426 -0.075001399184981388 -0.075000511963779784 -0.075001467119629503 -0.07500087940095107 -0.075001150675997261 -0.075000603071205804 leaf_weight=0.011679203656967729 0.0012634876820811769 0.001353859951962022 0.0028906143713811616 0.0013357735660974868 0.0016121091173886271 0.0014797542705053957 leaf_count=17 155 227 141 151 239 283 internal_value=0.00605103 -0.0750011 -0.0750013 -0.0750011 -0.0750008 -0.0750009 internal_weight=0.0216148 0.0099356 0.00548988 0.00259926 0.00444572 0.00309186 internal_count=1213 1196 447 306 749 522 is_linear=0 shrinkage=0.1 Tree=485 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 20 split_gain=0.170166 0.828423 1.19838 0.231456 0.278437 0.539226 threshold=0.84483228280000011 0.73719218350000004 0.67806301170000005 0.58816367370000011 0.46075395060000007 0.40189712030000008 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=0.00071336704491033361 0.032482919375241115 -0.073106250753068938 0.12976811222413018 -0.040499374375959116 0.038930047469861478 -0.084948161644087583 leaf_weight=38.28385162363702 1.580010563135146 1.5346556119620789 0.71806241571903129 1.3994965776801098 1.8347677215933789 0.74923253059387107 leaf_count=1160 11 9 6 9 15 3 internal_value=0.000232655 -0.000911902 0.00166556 -0.000510716 0.000858673 -0.000930889 internal_weight=46.1001 44.5201 42.9854 42.2673 40.8679 39.0331 internal_count=1213 1202 1193 1187 1178 1163 is_linear=0 shrinkage=0.1 Tree=486 num_leaves=7 num_cat=0 split_feature=0 4 5 6 4 8 split_gain=0.186494 0.426273 0.46641 0.569782 0.345833 1.0123 threshold=60.179807500000003 65648.500000000015 11641.500000000002 125.91924795738852 6416.0000000000009 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=0.0036256808381718458 0.052661583121877159 -0.082924723637594941 0.054141299835021209 -0.078641925361106077 0.032539074711411951 -0.053770443227921509 leaf_weight=26.70949277338514 0.66136651299893756 0.62303787190467019 1.5510596160311241 0.94146614382043381 3.0154936361359423 3.4723680638271608 leaf_count=405 15 24 85 58 198 428 internal_value=3.65588e-05 -0.0009219 0.000509623 -0.00192707 0.000248535 -0.00297764 internal_weight=36.9743 36.3129 35.6899 34.1388 33.1974 30.1819 internal_count=1213 1198 1174 1089 1031 833 is_linear=0 shrinkage=0.1 Tree=487 num_leaves=7 num_cat=0 split_feature=4 4 0 0 0 4 split_gain=0.160994 1.4599 1.13761 0.957602 1.20271 0.634164 threshold=219.50000000000003 267.00000000000006 0.10875250000000002 0.27086550000000004 0.066242500000000024 446.00000000000006 decision_type=10 10 10 10 10 8 left_child=3 -2 -3 4 -1 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-0.004998244570775791 0.10144306010559848 -0.051966287901724542 0.063230076654919518 -0.058047591722862481 0.072388913268799884 0.0026074122712187271 leaf_weight=24.794814585708089 1.5072454363107706 3.4949461141841338 2.0616078507155153 3.026917438954114 2.1852692598476997 10.586270174211677 leaf_count=236 6 230 21 51 34 635 internal_value=-0.000256162 0.00732227 -0.00146573 -0.00471378 0.00126978 0.0124889 internal_weight=47.6571 17.6501 16.1428 30.007 26.9801 12.6479 internal_count=1213 892 886 321 270 656 is_linear=0 shrinkage=0.1 Tree=488 num_leaves=7 num_cat=0 split_feature=19 3 0 4 2 21 split_gain=0.0111802 5.8769e-14 1.03233e-14 8.92645e-15 1.86782e-14 8.15494e-15 threshold=1.0000000180025095e-35 3.5000000000000004 3.0970780000000002 1771.0000000000002 14.500000000000002 0.88726092775000021 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 -3 -5 -4 right_child=1 3 5 4 -6 -7 leaf_value=0.075002565898162052 -0.075001061840697769 -0.075000517919808163 -0.075001215621838646 -0.075001066679438677 -0.07500055106570408 -0.075001572313114259 leaf_weight=0.010872118553379551 0.0021631147915286419 0.0014805419708068257 0.0016372723498534469 0.0014756911485278579 0.0013409977522371719 0.001053280955147784 leaf_count=17 286 254 72 232 283 69 internal_value=0.0064481 -0.075001 -0.0750012 -0.0750007 -0.0750008 -0.0750014 internal_weight=0.020023 0.0091509 0.00485367 0.00429723 0.00281669 0.00269055 internal_count=1213 1196 427 769 515 141 is_linear=0 shrinkage=0.1 Tree=489 num_leaves=7 num_cat=0 split_feature=15 14 16 0 0 0 split_gain=0.180289 0.354733 0.382827 0.176148 1.98854 1.16657 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.033085500000000004 0.029193500000000004 0.037647000000000007 decision_type=10 10 8 8 8 8 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0053586615884270005 -0.077069801904699031 0.083007426255032546 0.072257848894178273 0.097010781211568753 -0.17456141163411265 0.00076865681872121218 leaf_weight=5.7783388967800411 1.0922110550163766 0.22277228333405208 0.20369962972472433 1.304533328860997 0.68736514181364317 36.441797406965634 leaf_count=218 91 11 85 26 9 773 internal_value=0.000318734 -0.0335592 -0.0535975 0.00148244 -0.0137685 0.00409484 internal_weight=45.7307 1.51868 1.29591 44.212 6.4657 37.7463 internal_count=1213 187 176 1026 227 799 is_linear=0 shrinkage=0.1 Tree=490 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 20 split_gain=0.187249 0.305954 0.306532 0.404823 0.491016 0.434004 threshold=0.045530632050000013 0.16093797035000004 0.22161084545000001 0.24581294725000002 0.30468621685000002 0.55854025360000015 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=0.051774665783642621 -0.045177929680681364 0.035466425547824969 -0.085348785796043172 0.074498282769230248 0.003708142017887018 -0.025920650735388098 leaf_weight=0.68308580498705851 1.5071335583925245 2.381568681448698 0.56855761632323265 0.85584472864866257 24.386510649404961 6.200968660414218 leaf_count=20 9 9 3 3 1142 27 internal_value=-9.09735e-05 -0.00107783 0.000854654 -0.00172034 -0.000208169 -0.00229847 internal_weight=36.5837 35.9006 34.3935 32.0119 31.4433 30.5875 internal_count=1213 1193 1184 1175 1172 1169 is_linear=0 shrinkage=0.1 Tree=491 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.160552 0.25518 0.702524 0.324055 0.997611 0.333207 threshold=0.88018356465000014 0.70900696330000013 0.60557055170000018 0.49277379045000008 0.22161084545000001 0.57329773635000014 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=-0.096398039920512185 -0.03049524261055855 0.026459609714855212 -0.080917725793734324 0.043039350984544728 0.031425581233964252 -0.0013392227879712349 leaf_weight=1.0680900770962578 1.6912713758647431 3.5930772162973872 1.0799403358250845 1.7386664934456337 3.4087071046233177 34.703822532475897 leaf_count=24 8 12 12 9 14 1134 internal_value=-0.00024061 0.000881702 -0.00130651 0.000794582 -0.00108006 0.00159119 internal_weight=47.2836 45.5923 41.9992 40.9193 39.1806 38.1125 internal_count=1213 1205 1193 1181 1172 1148 is_linear=0 shrinkage=0.1 Tree=492 num_leaves=7 num_cat=0 split_feature=19 3 0 4 2 21 split_gain=0.0106332 4.82045e-14 8.62071e-15 6.80879e-15 1.4916e-14 6.2398e-15 threshold=1.0000000180025095e-35 3.5000000000000004 3.0970780000000002 1771.0000000000002 12.500000000000002 0.76615868215000016 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 -3 -5 -4 right_child=1 3 5 4 -6 -7 leaf_value=0.075002548743578756 -0.0750009853138979 -0.075000481359518908 -0.0750010982421596 -0.075001038243307505 -0.075000553206551065 -0.075001414926064228 leaf_weight=0.010686656547477469 0.0020042141807152802 0.0013705563154644551 0.0011897529570887855 0.0010924011541533218 0.0015109642001220891 0.0013041163756497554 leaf_count=17 286 254 60 164 351 81 internal_value=0.00867066 -0.0750009 -0.0750011 -0.0750007 -0.0750008 -0.0750013 internal_weight=0.0191587 0.00847201 0.00449808 0.00397392 0.00260337 0.00249387 internal_count=1213 1196 427 769 515 141 is_linear=0 shrinkage=0.1 Tree=493 num_leaves=7 num_cat=0 split_feature=15 14 16 3 5 16 split_gain=0.165233 0.327302 0.355344 0.173882 0.392514 0.478143 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 15.500000000000002 3125.0000000000005 1.0000000180025095e-35 decision_type=10 10 8 10 10 8 left_child=3 2 -2 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.0025211787315711342 -0.076925141089072765 0.082267911729637946 0.071958638656704349 0.027266825247858902 -0.059086456050699482 0.035509565080214869 leaf_weight=38.822910636197776 1.0136267940106323 0.2087165048578753 0.1904238737479319 2.4548436020850195 2.1672053085640068 0.70918563177110616 leaf_count=750 91 11 85 129 34 113 internal_value=0.000325798 -0.0333389 -0.0533788 0.00140294 -0.000119669 -0.0357634 internal_weight=45.5669 1.41277 1.20405 44.1541 41.6993 2.87639 internal_count=1213 187 176 1026 897 147 is_linear=0 shrinkage=0.1 Tree=494 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 19 split_gain=0.362294 0.211121 0.737825 0.96204 0.721105 0.509403 threshold=0.96640487470000014 0.23075891465000004 0.40212573240000005 0.47672111840000003 0.60557055170000018 0.67776481820000012 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=0.021958130881017651 0.077908346005259976 -0.049413448959103518 0.066164610709857741 -0.063144541863725256 0.048587347324215949 -0.0037024847648247589 leaf_weight=3.493324112452683 0.58559303730726142 3.2101116627454758 2.1081032007932663 1.9139129295945165 2.0279108658432961 22.918559024838043 leaf_count=35 2 15 6 12 9 1134 internal_value=-0.000110029 -0.00139078 -0.00392555 0.00111514 -0.00399019 0.000548182 internal_weight=36.2575 35.6719 32.1786 28.9685 26.8604 24.9465 internal_count=1213 1211 1176 1161 1155 1143 is_linear=0 shrinkage=0.1 Tree=495 num_leaves=7 num_cat=0 split_feature=19 19 20 19 21 21 split_gain=0.155426 0.533389 0.445998 0.648879 0.675544 0.385645 threshold=0.094494154350000012 0.23075891465000004 0.80539130785000002 0.2809201300000001 0.85846023185000009 0.66751876125000009 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=0.036141386137037497 -0.047856944499963444 0.09488832305720421 -0.046471863767297429 0.0019478944842206997 -0.091685350890967104 0.063312707581994407 leaf_weight=1.1458978799776103 2.320612620562315 0.76261395215988159 1.8664716165512789 39.005487553036801 0.75879481434821983 1.0517286919057358 leaf_count=23 12 2 9 1151 11 5 internal_value=-0.00023496 -0.00114576 0.00134931 0.00349601 0.00178842 0.00355907 internal_weight=46.9116 45.7657 43.4451 41.5786 40.816 40.0572 internal_count=1213 1190 1178 1169 1167 1156 is_linear=0 shrinkage=0.1 Tree=496 num_leaves=7 num_cat=0 split_feature=19 3 0 21 10 9 split_gain=0.0100629 3.76079e-14 6.67565e-15 5.41147e-15 5.06583e-15 8.81088e-15 threshold=1.0000000180025095e-35 3.5000000000000004 3.0970780000000002 0.76615868215000016 25.000000000000004 6.0863537928193487 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -3 right_child=1 4 3 -5 -6 -7 leaf_value=0.075002516740844946 -0.075000913448030906 -0.075000459300856595 -0.075001007142249873 -0.075001314585790277 -0.075000430030906048 -0.075000835268597604 leaf_weight=0.010426477208966389 0.001855932676789962 0.0010172513279940176 0.0010909910806731205 0.0012047682798765891 0.0010527196354104262 0.0016095311598860462 leaf_count=17 286 173 60 81 270 326 internal_value=0.0106621 -0.0750008 -0.0750011 -0.0750012 -0.0750006 -0.0750007 internal_weight=0.0182577 0.00783119 0.00415169 0.00229576 0.0036795 0.00262678 internal_count=1213 1196 427 141 769 499 is_linear=0 shrinkage=0.1 Tree=497 num_leaves=7 num_cat=0 split_feature=10 13 4 0 0 7 split_gain=0.159782 0.476997 0.17166 0.534374 0.532515 0.784784 threshold=30.500000000000004 49191.500000000007 2341.0000000000005 0.0041515000000000015 5.0206455000000014 73.896180555916175 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=-0.001038816462758453 0.063362062779262124 -0.073419593240196479 -0.074182306415010529 0.059406114931809723 -0.07794718496272765 0.033260215434954492 leaf_weight=37.936135649360949 0.35560255730524548 0.90076822870469186 0.58071897260378946 2.6122961808287073 0.94005821598693762 1.9527676803991196 leaf_count=628 110 97 5 278 27 68 internal_value=0.000458737 -0.034705 0.0014623 0.017053 0.0266771 -0.00287795 internal_weight=45.2783 1.25637 44.022 6.08584 5.50512 2.89283 internal_count=1213 207 1006 378 373 95 is_linear=0 shrinkage=0.1 Tree=498 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.170747 0.380466 0.429674 0.370229 0.392209 0.623015 threshold=60.179807500000003 65648.500000000015 75.000000000000014 13.500000000000002 6416.0000000000009 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=0.0030630130732519321 0.050723578530880636 -0.082135563927922081 0.077405696317385725 -0.043802182703867765 0.038839489547104679 -0.042909674070086314 leaf_weight=26.089250816294232 0.64531748043373127 0.57116797345224668 0.70526177069404994 1.9460902336431889 2.5381311125820494 3.323300342381116 leaf_count=417 15 24 39 144 156 418 internal_value=-0.000249659 -0.00118486 0.000151378 -0.00145599 0.00112328 -0.0021314 internal_weight=35.8185 35.1732 34.602 33.8968 31.9507 29.4126 internal_count=1213 1198 1174 1135 991 835 is_linear=0 shrinkage=0.1 Tree=499 num_leaves=7 num_cat=0 split_feature=21 20 19 19 21 20 split_gain=0.157271 0.741789 0.383165 0.409129 0.535723 1.18928 threshold=0.80522880530000018 0.84483228280000011 0.11576655965000002 0.86261934210000013 0.35318554730000001 0.60478927825000006 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=-0.062611612492598903 0.022132475000463305 -0.094818656961895204 0.0031023852289875447 -0.041897988742170302 0.034978523123270468 -0.093313622209795721 leaf_weight=0.95375609288259966 2.9388838261365882 0.84020728804170985 33.58788950273447 2.0658711642026892 4.8251341972500077 1.3300002459436644 leaf_count=23 17 10 1126 8 22 7 internal_value=-0.00025833 -0.0017675 6.07878e-05 0.00149049 0.00374585 -0.000570039 internal_weight=46.5417 43.6029 42.7627 41.8089 39.743 34.9179 internal_count=1213 1196 1186 1163 1155 1133 is_linear=0 shrinkage=0.1 Tree=500 num_leaves=7 num_cat=0 split_feature=19 3 0 4 2 21 split_gain=0.0093876 2.96716e-14 5.10876e-15 4.23207e-15 9.29031e-15 3.77367e-15 threshold=1.0000000180025095e-35 3.5000000000000004 3.0970780000000002 1771.0000000000002 14.500000000000002 0.76615868215000016 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 -3 -5 -4 right_child=1 3 5 4 -6 -7 leaf_value=0.075002417260334853 -0.075000846183089068 -0.075000414759936768 -0.075000938453563371 -0.075000845350622458 -0.075000433972462158 -0.07500120529805071 leaf_weight=0.0098815344099421054 0.0017201556415784571 0.0011748949863488178 0.0010132983838957443 0.0011549363292999715 0.0010463133817637527 0.0011111813953448291 leaf_count=17 286 254 60 232 283 81 internal_value=0.0116695 -0.0750008 -0.075001 -0.0750006 -0.0750006 -0.0750011 internal_weight=0.0171023 0.00722078 0.00384464 0.00337614 0.00220125 0.00212448 internal_count=1213 1196 427 769 515 141 is_linear=0 shrinkage=0.1 Tree=501 num_leaves=7 num_cat=0 split_feature=15 14 20 21 21 19 split_gain=0.178058 0.297576 0.158664 0.322948 0.204769 0.310587 threshold=4.5000000000000009 3.5000000000000004 0.73719218350000004 0.85846023185000009 0.21159832495000003 0.63319291535000011 decision_type=10 10 10 10 8 10 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.031913414120684311 -0.055302165677135043 0.080997350223906445 -0.02024878390392167 0.045199083571461351 0.0019153725737912264 -0.037686201752236109 leaf_weight=2.077928339203936 1.1212477853841836 0.18687769112875674 3.08439852669835 1.7580253556370724 34.516022116178647 2.100970681756734 leaf_count=20 176 11 20 12 959 15 internal_value=0.000521395 -0.0358305 0.00161363 0.00328056 0.00137608 -0.000356844 internal_weight=44.8455 1.30813 43.5373 40.4529 38.6949 36.617 internal_count=1213 187 1026 1006 994 974 is_linear=0 shrinkage=0.1 Tree=502 num_leaves=7 num_cat=0 split_feature=19 21 21 21 21 19 split_gain=0.310339 0.482648 0.21931 0.372691 0.391759 0.474686 threshold=0.96640487470000014 0.16093797035000004 0.22161084545000001 0.24581294725000002 0.30468621685000002 0.23075891465000004 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=-0.054488273971169482 0.072777994375423663 0.031251028179224476 -0.084330459223534965 0.06916725561962242 0.0359128459526196 -0.0058614411542953927 leaf_weight=1.6417263385737895 0.57072434574365516 2.2431631907820702 0.52921080216765404 0.80451191961765289 3.0322591587901115 26.42465872943286 leaf_count=28 2 9 3 3 12 1156 internal_value=-0.000362868 -0.00156669 0.00106342 -0.00113581 0.000319098 -0.00156125 internal_weight=35.2463 34.6755 33.0338 30.7906 30.2614 29.4569 internal_count=1213 1211 1183 1174 1171 1168 is_linear=0 shrinkage=0.1 Tree=503 num_leaves=7 num_cat=0 split_feature=9 9 10 9 9 6 split_gain=0.161847 0.269313 0.32892 0.265228 0.348749 0.752694 threshold=7.8627118266634275 7.9966239479282715 35.000000000000007 7.5456810564319428 6.3944237114723839 126.01722756410258 decision_type=10 8 10 10 10 10 left_child=3 2 -2 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.0018651786129352593 -0.076273811071129724 0.055804488024767132 0.049104450854923848 0.038036822937320316 -0.068564551058734241 0.031845181259568485 leaf_weight=39.556883565298449 1.0378995593014209 0.28849846936884671 0.26207472686655831 1.8420615398042617 2.0661909111076961 1.1689236983656881 leaf_count=592 256 32 38 169 117 9 internal_value=-0.00023348 -0.0316002 -0.0509976 0.000882823 -0.000716541 -0.0322841 internal_weight=46.2225 1.58847 1.29997 44.6341 42.792 3.23511 internal_count=1213 326 294 887 718 126 is_linear=0 shrinkage=0.1 Tree=504 num_leaves=7 num_cat=0 split_feature=20 3 4 4 5 21 split_gain=0.0085839 2.32861e-14 3.34281e-15 3.48961e-15 2.52879e-15 1.03238e-15 threshold=1.0000000180025095e-35 3.5000000000000004 1771.0000000000002 7331.5000000000009 108.50000000000001 0.85846023185000009 decision_type=8 10 10 10 8 8 left_child=-1 4 -3 -4 -2 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075002161767194431 -0.07500079646594715 -0.075000386490375215 -0.075000735032819885 -0.075000473526192643 -0.075000904008154859 -0.075001042341737739 leaf_weight=0.0088801821693778038 0.001390635651659978 0.0010915346109072743 0.0010129295266665395 0.0010283496484930765 0.0011433597605901014 0.0010213272302053156 leaf_count=17 230 254 246 269 69 128 internal_value=0.010561 -0.0750007 -0.0750005 -0.0750006 -0.0750009 -0.075001 internal_weight=0.0155683 0.00668814 0.00313281 0.00204128 0.00355532 0.00216469 internal_count=1213 1196 769 515 427 197 is_linear=0 shrinkage=0.1 Tree=505 num_leaves=7 num_cat=0 split_feature=3 4 0 7 6 4 split_gain=0.161679 0.708789 1.08959 0.99062 0.890717 0.682056 threshold=3.5000000000000004 538.50000000000011 4.9672220000000005 73.896180555916175 85.071635054909578 2086.0000000000005 decision_type=10 8 8 10 10 10 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.0042609036283635269 -0.068667084815712084 0.088346118451189518 -0.07722559907728524 0.010157198025812161 0.074211661216056837 -0.019519578558810535 leaf_weight=31.748056692071259 1.7255040766176506 1.7942768802749913 2.5773283141752481 2.6122837200819049 1.0359806461055994 3.0976199618016835 leaf_count=427 16 131 78 158 164 239 internal_value=0.000431092 -0.00903626 0.000218823 -0.0332399 0.0295106 0.00397175 internal_weight=44.5911 12.843 11.1175 5.18961 5.92788 4.1336 internal_count=1213 786 770 236 534 403 is_linear=0 shrinkage=0.1 Tree=506 num_leaves=7 num_cat=0 split_feature=19 21 19 19 20 19 split_gain=0.281296 0.399509 0.193539 0.895225 0.5515 0.677518 threshold=0.96640487470000014 0.16093797035000004 0.60557055170000018 0.49277379045000008 0.18647970780000003 0.43664927860000008 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=-0.049902234827086528 0.069742255062015493 -0.10953525801999582 0.016857856726551965 -0.088944411943852386 -0.00098441358433540098 0.070146605681925586 leaf_weight=1.6257420802576232 0.56306133419275184 0.44281692802906036 6.1601838842034331 1.1543604657053936 23.633883032671303 1.4194960743188847 leaf_count=28 2 4 24 8 1142 5 internal_value=-0.000368067 -0.00151442 0.000883151 -0.00280935 0.00109049 0.00304579 internal_weight=34.9995 34.4365 32.8107 26.6506 25.4962 25.0534 internal_count=1213 1211 1183 1159 1151 1147 is_linear=0 shrinkage=0.1 Tree=507 num_leaves=7 num_cat=0 split_feature=19 19 20 19 21 21 split_gain=0.161175 0.416382 0.32437 0.567509 0.626597 0.346234 threshold=0.094494154350000012 0.23075891465000004 0.80539130785000002 0.2809201300000001 0.85846023185000009 0.52831749655000015 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=0.036917051736158633 -0.043356661302901452 0.09237136053209305 -0.041106400643087126 0.023764725240844817 -0.091139612621927338 -0.0011936368754120398 leaf_weight=1.1443133419049898 2.2153031583875418 0.69710883498191833 1.7451483812183131 6.6979512562975287 0.71914303954690595 32.665127102900442 leaf_count=23 12 2 9 30 11 1126 internal_value=-0.000141772 -0.00108963 0.00111226 0.00291901 0.00136325 0.00305323 internal_weight=45.8841 44.7398 42.5245 40.7793 40.0822 39.3631 internal_count=1213 1190 1178 1169 1167 1156 is_linear=0 shrinkage=0.1 Tree=508 num_leaves=5 num_cat=0 split_feature=19 3 0 4 split_gain=0.00795466 1.8526e-14 3.09995e-15 2.61575e-15 threshold=1.0000000180025095e-35 3.5000000000000004 3.0970780000000002 1771.0000000000002 decision_type=8 10 8 10 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=0.075002045832521264 -0.075000726271942431 -0.075000355936523655 -0.07500092165650879 -0.075000555933667862 leaf_weight=0.0082833920314442366 0.0014750821621873919 0.0010019498911617575 0.001806823363381227 0.0018836618815356587 leaf_count=17 286 254 141 515 internal_value=0.0109822 -0.0750007 -0.0750008 -0.0750005 internal_weight=0.0144509 0.00616752 0.00328191 0.00288561 internal_count=1213 1196 427 769 is_linear=0 shrinkage=0.1 Tree=509 num_leaves=7 num_cat=0 split_feature=15 14 16 0 0 0 split_gain=0.162137 0.281733 0.304353 0.155507 2.73071 1.05423 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.033085500000000004 0.030394000000000001 0.037647000000000007 decision_type=10 10 10 8 8 8 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0075715273865267288 -0.076742069312890279 0.080659883365017976 0.071923631765178589 0.095340095027866098 -0.22201645294419317 0.0007924434706185103 leaf_weight=5.781977491467841 0.91488071072671917 0.18041538332181506 0.16210697742644697 1.220161698758601 0.56904206098988641 35.235834985418478 leaf_count=223 91 11 85 26 4 773 internal_value=0.000401599 -0.0349914 -0.0543651 0.00144122 -0.0129992 0.0039569 internal_weight=44.0644 1.2574 1.07699 42.807 6.35102 36.456 internal_count=1213 187 176 1026 227 799 is_linear=0 shrinkage=0.1 Tree=510 num_leaves=7 num_cat=0 split_feature=5 6 4 0 7 0 split_gain=0.168705 0.402775 0.302188 0.280147 0.473985 1.55525 threshold=10692.000000000002 125.91924795738852 22763.000000000004 19.409948500000002 37.403523016077571 0.0046810000000000003 decision_type=10 10 10 10 8 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=0.042408257204663784 0.058194885276889097 -0.077472091662759146 -0.011846170980082804 0.028109691622347839 0.0017910232021711809 -0.08003255298070111 leaf_weight=1.6652510927524478 1.2913455183952458 0.69803933601360668 1.1778253066586328 3.05294839083217 23.880631266598357 2.7515260499494616 leaf_count=78 75 55 53 59 562 331 internal_value=-0.000402248 -0.00234276 0.0247844 -0.000669946 -0.00377492 -0.0338689 internal_weight=34.5176 32.0484 2.46917 31.3504 28.2974 4.41678 internal_count=1213 1085 128 1030 971 409 is_linear=0 shrinkage=0.1 Tree=511 num_leaves=7 num_cat=0 split_feature=9 9 15 8 0 0 split_gain=0.150157 0.248198 0.245061 0.243769 1.25356 0.968925 threshold=7.8627118266634275 7.9966239479282715 9.0000000000000018 4.4954850976912946 0.27086550000000004 0.23259750000000004 decision_type=10 8 10 10 10 10 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0048981458350834499 -0.069144909536327126 0.053136515013093633 0.0595901365363707 -0.023199239612626432 -0.049810733181364572 0.036274277623587793 leaf_weight=27.311249065948687 1.0420869434399249 0.28284208231809782 0.1723227882757784 4.4485445277423405 4.9468071619048706 7.1295478112879209 leaf_count=288 274 32 20 284 97 218 internal_value=-8.75798e-05 -0.0312286 -0.0508776 0.000976061 -0.00349152 0.0134233 internal_weight=45.3334 1.49725 1.21441 43.8361 32.2581 11.5781 internal_count=1213 326 294 887 385 502 is_linear=0 shrinkage=0.1 Tree=512 num_leaves=5 num_cat=0 split_feature=19 3 0 5 split_gain=0.00751179 1.54009e-14 2.36551e-15 9.4846e-16 threshold=1.0000000180025095e-35 3.5000000000000004 3.0970780000000002 2867.5000000000005 decision_type=8 10 8 10 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=0.075002032835512766 -0.075000677438934682 -0.075000382266736165 -0.075000854572296938 -0.07500050251969255 leaf_weight=0.0081105036661028862 0.00136908061858776 0.001266177063143914 0.0016775537351350067 0.0013611816561223122 leaf_count=17 286 410 141 359 internal_value=0.0132577 -0.0750006 -0.0750008 -0.0750004 internal_weight=0.0137845 0.00567399 0.00304663 0.00262736 internal_count=1213 1196 427 769 is_linear=0 shrinkage=0.1 Tree=513 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 21 split_gain=0.151275 0.359031 0.307913 0.309431 0.869349 0.864009 threshold=0.76411970895000014 0.63319291535000011 0.54531097095000014 0.40212573240000005 0.34952334870000007 0.66751876125000009 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=0.003053298596465573 0.026866581995332935 -0.042494897588025063 0.050406174715696223 -0.040200770261095052 0.1113498338170055 -0.067057637006374182 leaf_weight=33.972456827948918 2.054331559687852 1.9794245287775982 1.2294938638806332 1.8616945669054974 0.70768928527831931 1.8536129072308529 leaf_count=1148 17 12 9 12 6 9 internal_value=0.000376562 -0.000931457 0.0011448 -0.000432638 0.00159387 -0.000574187 internal_weight=43.6587 41.6044 39.6249 38.3955 36.5338 35.8261 internal_count=1213 1196 1184 1175 1163 1157 is_linear=0 shrinkage=0.1 Tree=514 num_leaves=7 num_cat=0 split_feature=19 21 21 19 19 19 split_gain=0.250778 0.33355 0.212039 0.286581 1.46523 0.32315 threshold=0.96640487470000014 0.16093797035000004 0.22161084545000001 0.23075891465000004 0.40212573240000005 0.47672111840000003 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=-0.046029271071106326 0.066474749426049723 0.030971448730046938 0.026987476861341703 -0.078279398164916192 0.049976900765476361 -0.0001537617158943723 leaf_weight=1.5998126083723034 0.5521436333656301 2.1658007502555847 3.1686445474624634 2.463982492685318 1.3629853576421735 22.726996241966859 leaf_count=28 2 9 14 14 4 1142 internal_value=-0.000370111 -0.00147223 0.000763158 -0.00143803 -0.00483001 0.00268258 internal_weight=34.0404 33.4882 31.8884 29.7226 26.554 24.09 internal_count=1213 1211 1183 1174 1160 1146 is_linear=0 shrinkage=0.1 Tree=515 num_leaves=7 num_cat=0 split_feature=0 0 4 3 0 0 split_gain=0.144546 2.04431 1.07226 1.20837 1.05899 1.329 threshold=0.048128000000000004 0.043260000000000007 149.00000000000003 2.5000000000000004 0.059867500000000004 0.06754300000000002 decision_type=8 10 10 10 8 8 left_child=1 2 -1 -4 -2 -6 right_child=4 -3 3 -5 5 -7 leaf_value=-0.045575561808936432 -0.072130565315443471 0.17357054283880935 0.047671222719145298 -0.080746552853022471 0.10892801444308593 -0.0023953162015040853 leaf_weight=3.4661001283675397 2.0864586145617059 0.71416623740515284 4.3634237218648195 0.88062009678139919 1.109278222080319 32.250338362839443 leaf_count=83 41 7 45 162 13 862 internal_value=-8.96862e-05 0.0109177 -0.00241865 0.0261063 -0.00301629 0.00130642 internal_weight=44.8704 9.42431 8.71014 5.24404 35.4461 33.3596 internal_count=1213 297 290 207 916 875 is_linear=0 shrinkage=0.1 Tree=516 num_leaves=5 num_cat=0 split_feature=19 3 0 7 split_gain=0.00692569 1.21734e-14 1.93985e-15 1.30798e-15 threshold=1.0000000180025095e-35 3.5000000000000004 3.0970780000000002 73.905500767373155 decision_type=8 10 8 10 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=0.075001875769600823 -0.075000625480918542 -0.075000494160361489 -0.075000792502884162 -0.075000346800796105 leaf_weight=0.0074378263961989433 0.0012580771757484399 0.0010869873762544557 0.00155480699936561 0.0013511240172192629 leaf_count=17 286 250 141 519 internal_value=0.0129266 -0.0750006 -0.0750007 -0.0750004 internal_weight=0.0126888 0.005251 0.00281288 0.00243811 internal_count=1213 1196 427 769 is_linear=0 shrinkage=0.1 Tree=517 num_leaves=7 num_cat=0 split_feature=0 6 0 6 0 9 split_gain=0.151244 0.312977 0.294322 0.49377 0.491916 0.431718 threshold=45.141901000000011 128.71147821476768 30.036528000000001 126.73898977060446 14.857993000000002 5.6838105482676164 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=0.0022349506748173611 -0.042265330940719562 0.06219526679048118 0.033578323377204199 -0.079119158742380444 -0.091000310815554014 0.0006548446534756214 leaf_weight=36.424099305208074 0.81519598921295156 0.82542923092842002 2.4586134799756101 0.81485186977079038 1.0943031981587403 0.96895011863671232 leaf_count=1031 25 13 70 32 10 32 internal_value=0.000401545 0.00121828 1.30354e-05 -0.0020867 -0.000455769 -0.047957 internal_weight=43.4014 42.5862 41.7608 39.3022 38.4874 2.06325 internal_count=1213 1188 1175 1105 1073 42 is_linear=0 shrinkage=0.1 Tree=518 num_leaves=7 num_cat=0 split_feature=19 21 21 21 19 19 split_gain=0.22803 0.290421 0.181886 0.287572 1.24749 1.47689 threshold=0.96640487470000014 0.16093797035000004 0.22161084545000001 0.57329773635000014 0.23075891465000004 0.40212573240000005 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=-0.04349572566213418 0.063700848866151294 0.028621627005850706 -0.021078538934859534 0.075237658763506049 -0.1043577638163441 0.0029623320918559185 leaf_weight=1.5749112334888193 0.54377012699842353 2.1444453224539757 6.0006264038383961 2.1944665871560574 1.3706095218658445 19.899080386763686 leaf_count=28 2 9 29 7 9 1129 internal_value=-0.000532193 -0.00158474 0.000503446 -0.00154299 0.00345295 -0.00395333 internal_weight=33.7279 33.1841 31.6092 29.4648 23.4642 21.2697 internal_count=1213 1211 1183 1174 1145 1138 is_linear=0 shrinkage=0.1 Tree=519 num_leaves=7 num_cat=0 split_feature=21 21 21 20 20 20 split_gain=0.154661 0.689157 0.321521 0.789087 0.417081 0.174892 threshold=0.80522880530000018 0.57329773635000014 0.55015385715000009 0.80539130785000002 0.69019084205000014 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=0.0023567532589859946 0.02277251433312286 -0.048781424801814924 0.06735459491412811 -0.087604644644115881 0.057021747450703909 -0.034295271463062486 leaf_weight=34.46359978023645 2.7972330702468744 2.872736018151044 0.73788396455347438 0.98560976423323055 1.3787323366850603 1.3530027344822873 leaf_count=1157 17 15 3 7 7 7 internal_value=8.03091e-06 -0.00151566 0.00197319 0.00070963 0.0030498 0.000972192 internal_weight=44.5888 41.7916 38.9188 38.1809 37.1953 35.8166 internal_count=1213 1196 1181 1178 1171 1164 is_linear=0 shrinkage=0.1 Tree=520 num_leaves=5 num_cat=0 split_feature=19 3 0 7 split_gain=0.00634286 9.71142e-15 1.5992e-15 1.04951e-15 threshold=1.0000000180025095e-35 3.5000000000000004 3.0970780000000002 73.905500767373155 decision_type=8 10 8 10 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=0.075001703904805386 -0.075000577670010574 -0.075000457254856046 -0.075000735404218019 -0.075000319996831197 leaf_weight=0.0067233774752821773 0.0011630085037950266 0.0010059001143076785 0.0014367179581995515 0.0012486194587424393 leaf_count=17 286 250 141 519 internal_value=0.012109 -0.0750005 -0.0750007 -0.0750004 internal_weight=0.0115776 0.00485425 0.00259973 0.00225452 internal_count=1213 1196 427 769 is_linear=0 shrinkage=0.1 Tree=521 num_leaves=7 num_cat=0 split_feature=15 16 0 0 4 0 split_gain=0.144746 0.232708 0.158334 0.715216 1.01235 0.636576 threshold=4.5000000000000009 2.0000000000000004 0.0041515000000000015 5.1500000000000012e-05 149.00000000000003 0.030394000000000001 decision_type=10 10 8 10 8 8 left_child=2 -2 3 4 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.065779236582774611 -0.053580830767408855 0.071962414999084415 0.065192097045234987 -0.064348266053716227 -0.079687518755154896 0.00071193872380838992 leaf_weight=1.5342319980263703 0.97440873598679789 0.17401478007377591 1.5983265820541408 1.7982119778753256 0.69519639015197743 36.391371347504901 leaf_count=60 95 92 127 31 5 803 internal_value=0.000468656 -0.0345579 0.00142601 -0.017427 0.0204187 0.00342479 internal_weight=43.1658 1.14842 42.0173 4.02764 2.22943 37.9897 internal_count=1213 187 1026 96 65 930 is_linear=0 shrinkage=0.1 Tree=522 num_leaves=7 num_cat=0 split_feature=20 21 19 19 19 19 split_gain=0.163698 0.174122 1.18932 0.4259 0.804762 0.735349 threshold=0.15581312665000005 0.57329773635000014 0.2809201300000001 0.47672111840000003 0.63319291535000011 0.67776481820000012 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=-0.040353934107973784 -0.096962473583291076 0.014849937166826791 0.038466730063927222 -0.10576913426341084 0.084900486191795022 -0.0035492199701035372 leaf_weight=1.0062471069250021 1.2841866016387937 6.7819537259638301 2.8001760989427567 0.7358081042766571 0.98672054708003998 19.826099072291996 leaf_count=26 11 28 9 5 4 1130 internal_value=-0.000631894 0.000601185 -0.00316874 0.00177806 -0.00298951 0.000644116 internal_weight=33.4212 32.4149 25.633 24.3488 21.5486 20.8128 internal_count=1213 1187 1159 1148 1139 1134 is_linear=0 shrinkage=0.1 Tree=523 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 19 split_gain=0.1575 0.720044 0.600295 0.303364 0.6587 0.387714 threshold=0.88726092775000021 0.80522880530000018 0.57329773635000014 0.16732172635000001 0.31709358510000007 0.43664927860000008 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=0.052278581172902627 -0.034813888574687299 0.068687396185226943 -0.04622252793393463 -0.080206514344727919 0.054533097993152736 0.00038688934826354654 leaf_weight=1.1548069476403382 1.2612131079658855 1.5178487449884404 2.7914357408881179 0.99089536815881729 1.3741594552993772 35.136298640329187 leaf_count=23 11 6 15 8 5 1145 internal_value=1.69257e-05 0.00103935 -0.00143798 0.001796 0.000241452 0.00242481 internal_weight=44.2267 42.9654 41.4476 38.6562 37.5014 36.5105 internal_count=1213 1202 1196 1181 1158 1150 is_linear=0 shrinkage=0.1 Tree=524 num_leaves=5 num_cat=0 split_feature=19 3 0 7 split_gain=0.00594863 7.62758e-15 1.21235e-15 5.66387e-16 threshold=1.0000000180025095e-35 3.5000000000000004 3.0970780000000002 74.159921378957549 decision_type=8 10 8 10 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=0.07500167430723928 -0.075000538104760761 -0.075000409874424787 -0.075000681164788474 -0.07500030568102839 leaf_weight=0.0064383015705971047 0.0010730062923585137 0.0010029729264147136 0.0013227834132294447 0.0010869756256823848 leaf_count=17 286 283 141 486 internal_value=0.0134063 -0.0750005 -0.0750006 -0.0750004 internal_weight=0.010924 0.00448574 0.00239579 0.00208995 internal_count=1213 1196 427 769 is_linear=0 shrinkage=0.1 Tree=525 num_leaves=7 num_cat=0 split_feature=0 0 0 4 2 8 split_gain=0.148413 1.07928 0.986511 0.513562 1.16461 0.54652 threshold=0.06754300000000002 0.064953000000000025 0.10875250000000002 115.00000000000001 1.5000000000000002 3.8719454926469283 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.0011410985775403709 0.076799003724242643 -0.12152758989889104 0.10048528882525201 -0.10358782082828143 0.036335073911660423 -0.0039439981019987079 leaf_weight=12.269229414305297 1.7672683911514493 0.79281264822930175 0.49717765301466244 1.0852646902203584 3.9649041984230307 22.397397359178285 leaf_count=343 61 8 7 7 80 707 internal_value=0.000435873 -0.00844807 0.00434145 -0.000240881 -0.00206541 0.002114 internal_weight=42.7741 13.062 29.712 27.9447 27.4476 26.3623 internal_count=1213 351 862 801 794 787 is_linear=0 shrinkage=0.1 Tree=526 num_leaves=7 num_cat=0 split_feature=5 0 4 4 9 0 split_gain=0.1636 0.268145 0.372379 0.217112 0.293484 0.704708 threshold=59.000000000000007 0.0016035000000000001 115.00000000000001 126.00000000000001 5.6838105482676164 20.176897000000004 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=-0.075623168148125489 0.039682577928255192 -0.079278166364759803 0.080870827389940864 -0.069574173180178264 0.0018980230446511153 0.029681136743147915 leaf_weight=0.28854969216626969 1.6190750575187838 0.61221051961183803 0.32434570789337414 1.8409275882877438 27.180811527665355 1.1699102930724619 leaf_count=117 24 18 2 180 849 23 internal_value=-0.000655159 5.41449e-06 -0.00205832 -0.000509137 -0.00138339 -0.0310069 internal_weight=33.0358 32.7473 31.1282 30.516 30.1916 3.01084 internal_count=1213 1096 1072 1054 1052 203 is_linear=0 shrinkage=0.1 Tree=527 num_leaves=7 num_cat=0 split_feature=9 8 9 8 8 0 split_gain=0.144404 0.24592 0.263974 0.676906 0.653096 0.51935 threshold=7.8627118266634275 6.749388396265509 6.3944237114723839 5.2927476730057128 5.0737447080006826 0.06754300000000002 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=0.0040821626735686274 -0.031813764443776614 0.043838676959729345 0.04934564798511392 0.03786744051926963 -0.051822372079737111 -0.025482975064856275 leaf_weight=25.268073543255468 1.3762810758066155 1.3048804198413098 0.84758145501837079 4.6534698251634827 2.5818572274856706 7.7681738329119971 leaf_count=289 326 31 10 152 254 151 internal_value=6.51419e-05 0.00109933 -0.000256968 0.00215993 -0.0268188 -0.00286981 internal_weight=43.8003 42.424 41.1192 37.6897 3.42944 33.0362 internal_count=1213 887 856 592 264 440 is_linear=0 shrinkage=0.1 Tree=528 num_leaves=4 num_cat=0 split_feature=19 3 3 split_gain=0.00553685 6.29228e-15 4.48209e-16 threshold=1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 decision_type=8 10 10 left_child=-1 2 -2 right_child=1 -3 -4 leaf_value=0.075001566816898041 -0.075000531784887137 -0.075000330241851154 -0.075000621646936882 leaf_weight=0.0060352924774633721 0.0011040740876069322 0.0019354481456801409 0.0011152437176633612 leaf_count=17 149 769 278 internal_value=0.0138416 -0.0750005 -0.0750006 internal_weight=0.0101901 0.00415477 0.00221932 internal_count=1213 1196 427 is_linear=0 shrinkage=0.1 Tree=529 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 19 split_gain=0.153831 0.302164 0.246682 0.723928 0.660598 0.683427 threshold=0.76411970895000014 0.63319291535000011 0.47672111840000003 0.40212573240000005 0.66751876125000009 0.31709358510000007 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=0.051791133158154312 0.027125178245705334 -0.040181441823937597 0.034690031758836073 -0.085476645826476516 -0.064138695812930177 0.0010140419364874224 leaf_weight=2.4200164654685068 2.0422423742711535 1.8772510811686505 2.0462962538003913 0.98676390945911308 1.6973298117518423 31.292944085253112 leaf_count=37 17 12 15 6 9 1117 internal_value=0.000349589 -0.0010066 0.000906374 -0.000992993 0.00136128 -0.00233803 internal_weight=42.3628 40.3206 38.4434 36.3971 35.4103 32.9903 internal_count=1213 1196 1184 1169 1163 1126 is_linear=0 shrinkage=0.1 Tree=530 num_leaves=7 num_cat=0 split_feature=19 19 20 20 20 21 split_gain=0.208306 0.253065 0.397497 0.490652 0.424485 0.725233 threshold=0.96640487470000014 0.76411970895000014 0.87060952110000012 0.80539130785000002 0.78051033435000006 0.9123116092500001 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=0.0013486099913132745 0.061560742028818782 -0.027372079507361619 0.055882248043523056 -0.094516833897318922 0.088016454764251892 -0.11581609505364013 leaf_weight=25.876844401307622 0.52953416854143043 3.4243007674813262 1.2789063751697529 0.55155080556869407 0.54624427855014701 0.53931515663862128 leaf_count=1181 2 15 6 3 2 4 internal_value=-0.000649822 -0.00167234 0.0013841 -0.00114909 0.00076087 -0.00104344 internal_weight=32.7467 32.2172 28.7929 27.514 26.9624 26.4162 internal_count=1213 1211 1196 1190 1187 1185 is_linear=0 shrinkage=0.1 Tree=531 num_leaves=7 num_cat=0 split_feature=4 4 0 8 0 0 split_gain=0.145139 0.596547 0.254589 0.25362 0.985693 0.778557 threshold=4433.0000000000009 24291.500000000004 11.230363000000002 4.4954850976912946 0.27086550000000004 0.16056050000000002 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=0.0044282824324255784 -0.07707270344076432 0.076790410130594067 -0.02478128681685474 -0.022997125880544946 -0.045431782481451938 0.03511539299330222 leaf_weight=26.445838464014745 1.0811079796840197 0.53861581743694831 0.45543139782967046 3.5153210994176884 4.6642276234924784 6.6983522403752431 leaf_count=288 318 28 53 155 96 275 internal_value=0.000145831 -0.0256605 0.0302545 0.00144175 -0.00304707 0.0151143 internal_weight=43.3989 2.07516 0.994047 41.3237 31.1101 10.2137 internal_count=1213 399 81 814 384 430 is_linear=0 shrinkage=0.1 Tree=532 num_leaves=4 num_cat=0 split_feature=19 3 3 split_gain=0.00520054 4.99687e-15 3.74917e-16 threshold=1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 decision_type=8 10 10 left_child=-1 2 -2 right_child=1 -3 -4 leaf_value=0.075001518649505799 -0.075000490693358887 -0.075000304695948275 -0.075000576073804837 leaf_weight=0.0058197139005642384 0.0010228129524421092 0.0017757937232971699 0.0010353228821600169 leaf_count=17 149 769 278 internal_value=0.0154285 -0.0750004 -0.0750005 internal_weight=0.00965364 0.00383393 0.00205814 internal_count=1213 1196 427 is_linear=0 shrinkage=0.1 Tree=533 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 20 split_gain=0.151885 0.750092 0.967577 0.237513 0.279493 0.454955 threshold=0.84483228280000011 0.73719218350000004 0.67806301170000005 0.58816367370000011 0.46075395060000007 0.40189712030000008 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=0.0007755980430902427 0.031558842742094841 -0.073130230032795618 0.11644984548583631 -0.041420321100534042 0.04002404791856997 -0.083173147908742862 leaf_weight=34.680144462930912 1.5087845101952542 1.3831046260893334 0.72254122048616309 1.358547419309615 1.761739246547221 0.65781000256538291 leaf_count=1160 11 9 6 9 15 3 internal_value=0.000404888 -0.000753891 0.00180104 -0.000352949 0.00115089 -0.000787094 internal_weight=42.0727 40.5639 39.1808 38.4582 37.0997 35.338 internal_count=1213 1202 1193 1187 1178 1163 is_linear=0 shrinkage=0.1 Tree=534 num_leaves=7 num_cat=0 split_feature=19 19 20 20 20 20 split_gain=0.190529 0.203128 0.353695 0.436736 0.397157 0.527654 threshold=0.96640487470000014 0.76411970895000014 0.87060952110000012 0.80539130785000002 0.78051033435000006 0.67806301170000005 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=0.0020036389467026345 0.059199644512475259 -0.024776475795534766 0.053446852652537027 -0.092464835986275848 0.087269033841304647 -0.062888373428659813 leaf_weight=24.892976784325601 0.52214159816503425 3.406808227300643 1.2330360412597645 0.51565730199217696 0.51670250296592612 1.3194623962044705 leaf_count=1177 2 15 6 3 2 8 internal_value=-0.00071857 -0.00169979 0.00106088 -0.00130999 0.000448567 -0.00126285 internal_weight=32.4068 31.8846 28.4778 27.2448 26.7291 26.2124 internal_count=1213 1211 1196 1190 1187 1185 is_linear=0 shrinkage=0.1 Tree=535 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 21 split_gain=0.157935 0.615595 0.615867 0.323408 0.330026 0.403731 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.86261934210000013 0.11576655965000002 0.35318554730000001 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=-0.05779018947151901 -0.035300974926705225 0.065363225835669059 -0.094286955525076863 -0.039665124161329383 5.4311328114041663e-05 0.031753151972614642 leaf_weight=0.8852755676755919 1.2215935066342343 1.442667745053767 0.69720710441470046 1.906506411731242 32.323960350278867 4.5882981810718766 leaf_count=23 11 6 10 8 1133 22 internal_value=0.000141711 0.00117643 -0.00111559 0.000520512 0.00254747 0.00399457 internal_weight=43.0655 41.8439 40.4012 39.704 37.7975 36.9123 internal_count=1213 1202 1196 1186 1178 1155 is_linear=0 shrinkage=0.1 Tree=536 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00482003 3.95907e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001411161870202 -0.075000494252295144 -0.075000282492941453 leaf_weight=0.0054011729516787454 0.0019046710703491954 0.0016455974627547221 leaf_count=17 427 769 internal_value=0.0155086 -0.0750004 internal_weight=0.00895144 0.00355027 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=537 num_leaves=7 num_cat=0 split_feature=19 19 19 20 20 20 split_gain=0.149575 0.63109 0.388984 0.380809 0.419854 0.22009 threshold=0.40212573240000005 0.47672111840000003 0.16732172635000001 0.40189712030000008 0.53591571275000016 0.73719218350000004 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=-0.018232740419178221 -0.084451079711822336 0.040049216897185963 0.042006584737696286 -0.080642602308667544 0.038035120728303805 -0.0023537716873906064 leaf_weight=1.79469360569783 0.8980354480445385 2.2720859199762344 2.6617928519845009 0.66942437738180161 1.4081279858946798 32.240126468823291 leaf_count=29 6 17 21 5 12 1123 internal_value=0.000427571 -0.00163137 0.0177473 0.000401302 -0.00222368 -0.000663558 internal_weight=41.9443 37.4878 4.45649 36.5898 34.3177 33.6483 internal_count=1213 1163 50 1157 1140 1135 is_linear=0 shrinkage=0.1 Tree=538 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.15295 0.235829 0.167234 0.552063 0.179447 0.476616 threshold=59.000000000000007 63.000000000000007 0.0016035000000000001 108.50000000000001 126.00000000000001 168.50000000000003 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=-0.075574330240571128 0.081350453542818821 0.032648066990325311 -0.077804155358596958 0.079918818080106188 -0.080862695274713958 0.0012840310814004124 leaf_weight=0.26967579293704957 0.35287119448185222 1.4225718015513873 0.94156623387243854 0.27823286503553646 0.72446638019755738 28.164245847154234 leaf_count=117 2 23 100 2 25 944 internal_value=-0.000580662 5.3638e-05 -0.000856172 -0.00243919 -6.25692e-06 -0.000776031 internal_weight=32.1536 31.884 31.5311 30.1085 29.1669 28.8887 internal_count=1213 1096 1094 1071 971 969 is_linear=0 shrinkage=0.1 Tree=539 num_leaves=7 num_cat=0 split_feature=4 4 0 2 4 8 split_gain=0.133394 1.29115 0.784293 0.719886 0.809475 0.580741 threshold=219.50000000000003 267.00000000000006 0.10875250000000002 1.5000000000000002 164.50000000000003 6.0124073458263707 decision_type=10 8 8 10 10 10 left_child=3 -2 5 -1 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.0015667920982686242 0.097810943525843061 -0.080651578763395126 0.01046050353741688 0.015821853453982581 -0.090213505513946343 0.012229898659748288 leaf_weight=24.43784791324288 1.4345268458127947 1.8971523521631746 10.971854011426331 1.1612828252837055 1.894407585263252 1.0434004676787934 leaf_count=249 6 126 656 18 54 104 internal_value=1.39451e-05 0.00748266 -0.00183121 -0.0041551 -0.0499159 -0.0476943 internal_weight=42.8405 15.3469 13.9124 27.4935 3.05569 2.94055 internal_count=1213 892 886 321 72 230 is_linear=0 shrinkage=0.1 Tree=540 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00444453 3.16891e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001289718530401 -0.075000458648916912 -0.075000261582274103 leaf_weight=0.0049639629723969847 0.0017584411776283559 0.0015224080886326874 leaf_count=17 427 769 internal_value=0.0153113 -0.0750004 internal_weight=0.00824481 0.00328085 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=541 num_leaves=7 num_cat=0 split_feature=10 13 2 7 0 5 split_gain=0.143424 0.412162 0.191305 0.576079 0.754199 0.388985 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 74.524372873274658 2.7156310000000006 3098.5000000000005 decision_type=10 10 10 10 10 10 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.00083226955040794487 0.063514086175030515 -0.073370188892878843 0.076990780566188632 0.055616386863795608 -0.044336916682239054 -0.051320088798257738 leaf_weight=34.046035442406719 0.30435679022048023 0.79334781922807451 0.69498848752118592 2.3464846173301339 1.9496148465550502 1.4928727794904251 leaf_count=557 110 97 91 239 73 46 internal_value=0.000250188 -0.0354168 0.00121618 0.019549 -0.0124526 -0.00135848 internal_weight=41.6277 1.0977 40.53 4.99109 2.6446 35.5389 internal_count=1213 207 1006 403 164 603 is_linear=0 shrinkage=0.1 Tree=542 num_leaves=7 num_cat=0 split_feature=19 21 19 19 19 21 split_gain=0.168271 0.24733 0.19277 0.761042 0.334622 0.572196 threshold=0.96640487470000014 0.16093797035000004 0.60557055170000018 0.49277379045000008 0.43664927860000008 0.66751876125000009 decision_type=10 8 10 10 10 8 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.041529287052098116 0.056252143890401451 -0.043602480959480716 0.01700828477778836 -0.086941848833670107 0.049500311186846703 0.0039262799267219522 leaf_weight=1.4585470260972213 0.51603294909000297 2.9279362000524998 5.8000845350325099 1.0408049896359433 1.3131125941872586 18.777775667709669 leaf_count=28 2 18 24 8 6 1127 internal_value=-0.000387113 -0.00132036 0.00064371 -0.00330132 0.00048052 -0.00248499 internal_weight=31.8343 31.3183 29.8597 24.0596 23.0188 21.7057 internal_count=1213 1211 1183 1159 1151 1145 is_linear=0 shrinkage=0.1 Tree=543 num_leaves=7 num_cat=0 split_feature=4 4 0 8 0 0 split_gain=0.134741 0.546092 0.236876 0.223605 0.838489 0.707502 threshold=4433.0000000000009 24291.500000000004 11.230363000000002 4.4954850976912946 0.27086550000000004 0.066242500000000024 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.001538212556630326 -0.07696040825419409 0.076234533433157031 -0.023645559321681147 0.014303648706420289 -0.042873563485058108 0.053683118300644352 leaf_weight=23.484673224796559 1.0058360336529391 0.49898965447209787 0.45301040250342339 9.9462006392772633 4.489606504328548 2.574483308941125 leaf_count=246 318 28 53 430 96 42 internal_value=4.19857e-05 -0.0255798 0.0287065 0.00128074 -0.00295932 0.00391731 internal_weight=42.4528 1.95784 0.952 40.495 30.5488 26.0592 internal_count=1213 399 81 814 384 288 is_linear=0 shrinkage=0.1 Tree=544 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00413143 2.50321e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001224842199829 -0.075000425413801572 -0.075000242907962561 leaf_weight=0.0046720635436940938 0.0016316596737055988 0.001393335195153611 leaf_count=17 427 769 internal_value=0.0160496 -0.0750003 internal_weight=0.00769706 0.00302499 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=545 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.139922 2.03583 0.969413 0.679159 0.655424 0.634704 threshold=0.033085500000000004 0.030394000000000001 0.037647000000000007 0.0080415000000000018 0.048128000000000004 0.055514500000000008 decision_type=8 8 8 10 8 8 left_child=1 3 -2 -1 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=-0.011611941176511572 0.092930056801487609 -0.18532465270679324 -0.056311529590859333 0.078080470661903614 0.063850762824828725 -9.06145112116747e-05 leaf_weight=4.2471475349157108 1.1537956492975343 0.6197834473568945 1.9665772058069695 1.0536723050900034 1.6354144066572178 30.588125373709772 leaf_count=130 26 5 28 108 29 887 internal_value=0.000393183 -0.0138343 0.00277649 0.0062167 -0.000265873 0.00315455 internal_weight=41.2645 5.9206 35.3439 5.30082 34.1901 32.2235 internal_count=1213 243 970 238 944 916 is_linear=0 shrinkage=0.1 Tree=546 num_leaves=7 num_cat=0 split_feature=0 4 3 6 2 3 split_gain=0.154101 0.281695 0.387538 0.375586 0.238054 0.558399 threshold=60.179807500000003 54829.000000000007 54.500000000000007 125.41388227829954 12.500000000000002 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=-0.0031602597586217712 0.04908682079197095 -0.068327464952858546 0.07699924890712373 -0.066576072057087085 -0.036056862886168856 0.039514886645368785 leaf_weight=23.41117910641335 0.61327481037005682 0.618780288961715 0.63706858680234191 0.86961953704303496 1.7091937651857723 3.5282497709285954 leaf_count=580 15 40 39 71 249 219 internal_value=-0.000548412 -0.00153756 -0.000167043 -0.00183246 0.00013281 0.00242889 internal_weight=31.3874 30.7741 30.1553 29.5182 28.6486 26.9394 internal_count=1213 1198 1158 1119 1048 799 is_linear=0 shrinkage=0.1 Tree=547 num_leaves=7 num_cat=0 split_feature=9 9 9 7 6 6 split_gain=0.13773 0.202708 0.355675 0.619497 0.668308 0.559673 threshold=7.8627118266634275 7.5456810564319428 6.3944237114723839 42.71749970957368 104.64423076923079 126.01722756410258 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -4 right_child=-2 -3 5 4 -6 -7 leaf_value=-0.0025470884191425031 -0.032561568608290327 0.035920454293137678 -0.067132388767928083 0.06855543767868498 -0.01158222081847439 0.024557982866604565 leaf_weight=31.984113274142146 1.258622650328731 1.5994515508166376 1.8511496558785432 2.6879151677653672 1.6980656534433363 1.0395609587430952 leaf_count=540 326 169 117 19 33 9 internal_value=2.05415e-05 0.00102417 -0.000397473 0.00228587 0.0375295 -0.0341586 internal_weight=42.1189 40.8603 39.2608 36.3701 4.38598 2.89071 internal_count=1213 887 718 592 52 126 is_linear=0 shrinkage=0.1 Tree=548 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00382784 2.04285e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001141116110351 -0.075000395635733463 -0.075000224028392251 leaf_weight=0.0043498274753801525 0.0015129527694170974 0.0012809934313651183 leaf_count=17 427 769 internal_value=0.0163352 -0.0750003 internal_weight=0.00714377 0.00279395 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=549 num_leaves=7 num_cat=0 split_feature=10 13 4 4 7 9 split_gain=0.138252 0.376101 0.174692 0.456873 0.503567 0.40993 threshold=30.500000000000004 49191.500000000007 2341.0000000000005 5982.5000000000009 73.896180555916175 7.9966239479282715 decision_type=10 10 10 10 10 8 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0011826660170067224 0.061789905736601314 -0.073354123922890757 0.063190212930734999 -0.041370779866716757 0.057758586727424024 -0.071596755959214789 leaf_weight=34.829824455300695 0.28504786414850858 0.74187362397788092 1.5838907755969547 1.6529519537580202 1.4401717504952098 0.29520277125993755 leaf_count=628 110 97 125 103 138 12 internal_value=0.000385774 -0.0358415 0.00132046 0.0188546 -0.0018703 0.0357541 internal_weight=40.829 1.02692 39.802 4.97222 3.38833 1.73537 internal_count=1213 207 1006 378 253 150 is_linear=0 shrinkage=0.1 Tree=550 num_leaves=7 num_cat=0 split_feature=19 19 19 20 20 19 split_gain=0.148654 0.188398 0.340082 0.305314 0.395566 0.736362 threshold=0.96640487470000014 0.76411970895000014 0.094494154350000012 0.87060952110000012 0.80539130785000002 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=-0.081385678487476437 0.053334803669052223 -0.023755511168381968 0.066160405822819124 0.052362157743916199 -0.090180076767296002 -0.0022883209385572549 leaf_weight=0.48728855703666341 0.50540900230407615 3.3413163423538199 1.684838820248842 1.192912533879279 0.4711025282740583 23.398304350528655 leaf_count=23 2 15 7 6 3 1157 internal_value=-0.000455932 -0.00134508 0.00140439 0.00291269 0.000604312 0.00230939 internal_weight=31.0812 30.5758 27.2344 26.7472 25.5542 25.0831 internal_count=1213 1211 1196 1173 1167 1164 is_linear=0 shrinkage=0.1 Tree=551 num_leaves=7 num_cat=0 split_feature=0 4 4 5 5 4 split_gain=0.125612 1.15386 1.04397 0.342322 1.02772 0.260795 threshold=5.1500000000000012e-05 163.00000000000003 109.00000000000001 1.0000000180025095e-35 63.000000000000007 164.50000000000003 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.079438957622010489 0.13058195181928811 0.079697563219374337 0.077298618919952947 -0.082943384392305475 0.018136624370711105 -0.0028588149481601748 leaf_weight=1.3174835946410888 0.6139633059501638 0.69651007652282704 0.55276408419012923 1.5057421624660481 7.3935478664934626 29.610256179657256 leaf_count=60 1 5 11 43 87 1006 internal_value=-4.06938e-05 -0.0244039 0.001196 -0.000837628 -0.00195919 0.00133618 internal_weight=41.6903 2.01399 39.6763 39.0623 38.5095 37.0038 internal_count=1213 65 1148 1147 1136 1093 is_linear=0 shrinkage=0.1 Tree=552 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00354732 1.57643e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001084896758788 -0.075000363115545352 -0.075000206077010828 leaf_weight=0.0040695586649235338 0.0013899466063662658 0.0011836132445957048 leaf_count=17 427 769 internal_value=0.0168902 -0.0750003 internal_weight=0.00664312 0.00257356 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=553 num_leaves=7 num_cat=0 split_feature=0 0 0 9 0 5 split_gain=0.150655 0.287598 0.478899 0.411163 0.371098 1.40007 threshold=43.150867500000011 30.036528000000001 14.857993000000002 4.9205696559192882 7.6228285000000016 510.00000000000006 decision_type=10 10 10 8 10 8 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-9.2378821916364364e-06 -0.038236414453650988 0.038526080114057185 -0.09019884385969959 0.001428228649224175 0.13685190473347073 -0.053475246892368967 leaf_weight=33.866824007578543 0.97854040085803617 1.9902752484194923 1.0740587133914219 0.90021208475809555 0.84610677510499832 0.7115183626592626 leaf_count=1011 28 67 10 35 9 53 internal_value=0.000522656 0.00148555 -0.000485666 -0.0484195 0.00218577 0.049911 internal_weight=40.3675 39.389 37.3987 1.97427 35.4244 1.55763 internal_count=1213 1185 1118 45 1073 62 is_linear=0 shrinkage=0.1 Tree=554 num_leaves=7 num_cat=0 split_feature=0 4 5 6 4 8 split_gain=0.149507 0.244032 0.296968 0.361751 0.228566 0.792001 threshold=60.179807500000003 54829.000000000007 11641.500000000002 125.91924795738852 6416.0000000000009 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=0.002849694884164478 0.048918045369619835 -0.066288917003171161 0.0498702574458465 -0.077701138492666674 0.029959238019888486 -0.054076609007070911 leaf_weight=22.831707009889236 0.60028967284597357 0.57005391817074169 1.1374815794206359 0.62134731025434931 2.2562052000139365 2.7369686071633614 leaf_count=405 15 40 79 51 195 428 internal_value=-0.000498294 -0.00148206 -0.00023328 -0.00223677 -0.000551607 -0.00324391 internal_weight=30.7541 30.1538 29.5837 28.4462 27.8249 25.5687 internal_count=1213 1198 1158 1079 1028 833 is_linear=0 shrinkage=0.1 Tree=555 num_leaves=7 num_cat=0 split_feature=4 4 4 4 2 4 split_gain=0.128233 1.11981 0.691652 1.02607 0.614003 0.748502 threshold=219.50000000000003 267.00000000000006 343.00000000000006 446.00000000000006 1.5000000000000002 164.50000000000003 decision_type=10 8 8 8 10 10 left_child=4 -2 -3 -4 -1 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.00099053669187805938 0.09526835233738995 -0.070976097492991067 0.068724922360347301 -0.0077011673508980728 0.0161907874464567 -0.088773192162566988 leaf_weight=24.054362512193624 1.3196774870157213 1.2875354606658209 2.1477157548069945 9.6485580559199491 1.1105953464284533 1.7497378308326004 leaf_count=249 6 32 24 830 18 54 internal_value=-0.000142455 0.00747289 -0.00138246 0.00621352 -0.00421783 -0.0480183 internal_weight=41.3182 14.4035 13.0838 11.7963 26.9147 2.86033 internal_count=1213 892 886 854 321 72 is_linear=0 shrinkage=0.1 Tree=556 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00328032 1.21691e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001008645727132 -0.075000334689802314 -0.075000190964728139 leaf_weight=0.0037856924172956496 0.0012786038096805896 0.0010923696915270398 leaf_count=17 427 769 internal_value=0.0172345 -0.0750003 internal_weight=0.00615667 0.00237097 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=557 num_leaves=7 num_cat=0 split_feature=15 14 16 9 9 4 split_gain=0.152647 0.22482 0.229852 0.160482 0.687552 0.736812 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.0436561408275784 5.7067037458915086 465.00000000000006 decision_type=10 10 10 8 8 8 left_child=3 2 -2 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.0045891103763667966 -0.076521848992284369 0.079448169253376333 0.072722857835876106 0.007846960573124645 -0.057469935234088991 0.069548257758265508 leaf_weight=15.553124427242443 0.76409358916134695 0.14139197883196175 0.11930583721550647 19.577119051886257 2.2114390321075907 1.4669906350172812 leaf_count=275 91 11 85 592 71 88 internal_value=0.000467471 -0.0376274 -0.0563659 0.00147341 -0.00501466 0.00180091 internal_weight=39.8335 1.02479 0.883399 38.8087 19.2316 17.0201 internal_count=1213 187 176 1026 434 363 is_linear=0 shrinkage=0.1 Tree=558 num_leaves=7 num_cat=0 split_feature=21 21 19 20 21 21 split_gain=0.145165 0.659731 0.747358 0.312749 0.831435 0.644247 threshold=0.80522880530000018 0.77990823500000006 0.20868862815000003 0.49686210610000009 0.55015385715000009 0.32816394200000004 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=-0.090253757685848132 -0.020950428067945386 0.087032309958558429 -0.0047395447936144182 0.020474758815554699 -0.096447132303376412 0.07231424439690072 leaf_weight=0.90617141887014441 3.117596559226512 0.87944450974464317 16.559742079596639 6.8273911513388148 0.93496881425380607 1.1611729562282551 leaf_count=27 17 3 1126 29 6 5 internal_value=-0.000508859 0.00182818 -0.0010113 0.00216212 -0.00453966 0.000309448 internal_weight=30.3865 27.2689 26.3894 25.4833 18.6559 17.7209 internal_count=1213 1196 1193 1166 1137 1131 is_linear=0 shrinkage=0.1 Tree=559 num_leaves=7 num_cat=0 split_feature=0 0 8 9 0 9 split_gain=0.136497 1.59739 1.04657 1.23718 0.640878 0.87317 threshold=0.16056050000000002 0.19793400000000003 4.4954850976912946 6.0321752100935573 0.06754300000000002 7.5629028176013291 decision_type=10 8 8 10 10 10 left_child=4 -2 -3 -4 -1 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.0007176317862755355 0.13586553253829078 -0.041621785426350137 0.074507470113476679 -0.010130978559074634 -0.082166568010146449 0.068074250388965182 leaf_weight=25.819210980739602 0.91442736270982727 4.1530523262917987 2.735472508938984 4.6846030716642417 1.9749652470927679 0.48105601038389512 leaf_count=434 72 97 47 446 94 23 internal_value=-8.00895e-05 0.00862741 -0.00142606 0.0210717 -0.00392569 -0.0527392 internal_weight=40.7628 12.4876 11.5731 7.42008 28.2752 2.45602 internal_count=1213 662 590 493 551 117 is_linear=0 shrinkage=0.1 Tree=560 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00307422 9.53447e-16 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075000988363111643 -0.075000309415033051 -0.075000176964456988 leaf_weight=0.0036349858200992458 0.001184573564898983 0.0010045655011197141 leaf_count=17 427 769 internal_value=0.0186194 -0.0750002 internal_weight=0.00582412 0.00218914 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=561 num_leaves=7 num_cat=0 split_feature=20 20 20 21 19 21 split_gain=0.146293 0.679239 0.719575 0.228426 0.753666 1.03105 threshold=0.84483228280000011 0.73719218350000004 0.67806301170000005 0.52831749655000015 0.23075891465000004 0.21159832495000003 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=0.10135856052559139 0.03153976566245692 -0.0722429950900981 0.098848399703400772 0.023620968953354665 -0.00082042438807556424 -0.079849584313086183 leaf_weight=0.67803552986151772 1.4548916593193997 1.2846681252121914 0.7474212720990171 3.5945971533656111 29.802697484286913 1.7476525902748097 leaf_count=23 11 9 6 28 1122 14 internal_value=0.000422093 -0.000773859 0.00173675 -0.000289413 -0.00295626 -0.00519805 internal_weight=39.31 37.8551 36.5704 35.823 32.2284 31.5504 internal_count=1213 1202 1193 1187 1159 1136 is_linear=0 shrinkage=0.1 Tree=562 num_leaves=7 num_cat=0 split_feature=19 21 21 21 21 20 split_gain=0.140148 0.205546 0.167925 0.301035 0.364003 0.441326 threshold=0.96640487470000014 0.16093797035000004 0.22161084545000001 0.24581294725000002 0.30468621685000002 0.60478927825000006 decision_type=10 8 8 8 8 10 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.038360805580107148 0.052480522953895804 0.028571807370332977 -0.082681144728116537 0.070168223857436068 0.0036077161999741557 -0.032896071018148593 leaf_weight=1.4234422364061172 0.49286103248596091 1.9926061667501924 0.44941902160644531 0.71613620221614838 21.028299519544838 3.9310984611511222 leaf_count=28 2 9 3 3 1147 21 internal_value=-0.000405158 -0.0012875 0.000589323 -0.00154496 -0.000124771 -0.00214162 internal_weight=30.0339 29.541 28.1176 26.125 25.6755 24.9594 internal_count=1213 1211 1183 1174 1171 1168 is_linear=0 shrinkage=0.1 Tree=563 num_leaves=7 num_cat=0 split_feature=0 4 4 0 0 7 split_gain=0.120234 1.06354 0.910006 0.360028 1.89009 0.879433 threshold=5.1500000000000012e-05 149.00000000000003 109.00000000000001 0.030394000000000001 0.033085500000000004 69.792058971722028 decision_type=8 8 8 8 8 10 left_child=1 -1 -2 5 -5 -4 right_child=2 -3 3 4 -6 -7 leaf_value=-0.079136507204531165 0.12341691198357763 0.079305898515811546 -0.082968552906346582 0.17248336991894997 -0.001338507193108905 0.036440354149169379 leaf_weight=1.2354047521948801 0.59871852397918601 0.6447599083185197 1.5935217948131133 0.63712871074676414 34.472857913957853 1.0062527313057783 leaf_count=60 1 5 83 5 970 89 internal_value=-0.000112778 -0.0248023 0.00109897 -0.000843072 0.00181578 -0.0367509 internal_weight=40.1886 1.88016 38.3085 37.7098 35.11 2.59977 internal_count=1213 65 1148 1147 975 172 is_linear=0 shrinkage=0.1 Tree=564 num_leaves=3 num_cat=0 split_feature=19 5 split_gain=0.00292423 6.45534e-16 threshold=1.0000000180025095e-35 180.00000000000003 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001001743196932 -0.075000286190011631 -0.075000173276511983 leaf_weight=0.0036301953950896859 0.0010072776320839694 0.0010170965837197343 leaf_count=17 362 834 internal_value=0.0212995 -0.0750002 internal_weight=0.00565457 0.00202437 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=565 num_leaves=7 num_cat=0 split_feature=19 19 20 19 20 19 split_gain=0.145222 0.281874 0.199622 0.258319 0.241288 0.349732 threshold=0.76411970895000014 0.63319291535000011 0.58816367370000011 0.34952334870000007 0.84483228280000011 0.11576655965000002 decision_type=10 10 8 10 8 10 left_child=1 2 3 -1 -4 -6 right_child=-2 -3 4 -5 5 -7 leaf_value=-0.0021040741039732767 0.026622343122925871 -0.039959817663081411 -0.036061900621902079 0.04607433689444089 -0.0012843690546138823 0.072946663496573985 leaf_weight=2.3492007430686499 2.0068492107093325 1.7681342959403981 1.9383301939815281 2.1146707534790039 28.210683870966029 0.64930185675620933 leaf_count=34 17 12 13 17 1114 6 internal_value=0.000422507 -0.000997387 0.000956287 0.0207195 -0.00190817 0.000385706 internal_weight=39.0372 37.0303 35.2622 4.46387 30.7983 28.86 internal_count=1213 1196 1184 51 1133 1120 is_linear=0 shrinkage=0.1 Tree=566 num_leaves=7 num_cat=0 split_feature=5 0 4 4 4 8 split_gain=0.135078 0.237442 0.317915 0.167455 0.278757 0.332427 threshold=59.000000000000007 0.0016035000000000001 115.00000000000001 126.00000000000001 168.50000000000003 4.4479945522337943 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=-0.075487482751171231 0.040226664960463787 -0.078674843669494191 0.079559034507636295 -0.053146967206910582 0.040541419361736102 -0.0023203183977425945 leaf_weight=0.23773390307906339 1.4108568552183012 0.52803355921060102 0.25982089340687053 0.99183775926940398 1.9542495355708549 24.428421300501213 leaf_count=117 24 18 2 83 60 909 internal_value=-0.000410271 0.000193262 -0.0018123 -0.000343621 -0.001102 0.000854589 internal_weight=29.811 29.5732 28.1624 27.6343 27.3745 26.3827 internal_count=1213 1096 1072 1054 1052 969 is_linear=0 shrinkage=0.1 Tree=567 num_leaves=7 num_cat=0 split_feature=9 9 8 9 7 6 split_gain=0.117031 0.188827 0.296553 0.292854 0.487926 0.553584 threshold=7.8627118266634275 7.5456810564319428 6.749388396265509 6.3944237114723839 42.71749970957368 104.64423076923079 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.0023914181347848931 -0.031228938583734874 -0.0088002673998128222 0.079945463526638949 -0.032653342032550089 0.06498805361321626 -0.011720045653178905 leaf_weight=30.549130779050756 1.1729257838946683 0.75353657909954452 0.75261058356386457 2.6431339185219249 2.4033851381145719 1.5459865592420099 leaf_count=540 326 146 23 126 19 33 internal_value=-0.000110077 0.000834352 0.0355453 -0.000573228 0.00188462 0.0349606 internal_weight=39.8207 38.6478 1.50615 37.1416 34.4985 3.94937 internal_count=1213 887 169 718 592 52 is_linear=0 shrinkage=0.1 Tree=568 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00271617 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075000927338101986 -0.0750002137165591 leaf_weight=0.0033767513450584374 0.001878846006373891 leaf_count=17 1196 internal_value=0.0213764 internal_weight=0.0052556 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=569 num_leaves=7 num_cat=0 split_feature=15 14 16 4 0 4 split_gain=0.138156 0.205277 0.216728 0.132071 0.513287 0.315145 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 126.00000000000001 0.043260000000000007 149.00000000000003 decision_type=10 10 10 8 10 8 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.020507822037137219 -0.076361278664679955 0.079012503285267668 0.072691261624955331 0.077444788028039946 -0.044563016493231834 0.0022869239635890559 leaf_weight=2.2816287465393534 0.70765122794546087 0.13093921229301486 0.11314992351981346 0.56767489761114021 2.5863984990864992 32.420280663289304 leaf_count=43 91 11 85 40 25 918 internal_value=0.000365221 -0.0372647 -0.0558139 0.00131128 -0.0140645 0.00358028 internal_weight=38.8077 0.95174 0.820801 37.856 4.86803 32.988 internal_count=1213 187 176 1026 68 958 is_linear=0 shrinkage=0.1 Tree=570 num_leaves=7 num_cat=0 split_feature=0 2 5 6 0 7 split_gain=0.128878 0.186627 0.202684 0.301378 0.173578 0.382131 threshold=60.179807500000003 79.000000000000014 10692.000000000002 125.41388227829954 19.409948500000002 37.403523016077571 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=-0.033480677236247751 0.046913620817409997 -0.062068638829056902 0.036832358776409085 -0.070100700215822501 0.025926270513746477 0.0021401958335511492 leaf_weight=3.5245149051334215 0.5640007599722584 0.49754672121343801 1.3985288045569166 0.63840437238104542 2.2614089532289645 20.696378213474418 leaf_count=407 15 26 95 65 53 552 internal_value=-0.000430792 -0.00135103 -0.000291748 -0.00220612 -0.000569397 -0.00304319 internal_weight=29.5808 29.0168 28.5192 27.1207 26.4823 24.2209 internal_count=1213 1198 1172 1077 1012 959 is_linear=0 shrinkage=0.1 Tree=571 num_leaves=7 num_cat=0 split_feature=0 4 4 0 0 0 split_gain=0.112166 0.978262 0.80129 0.314439 1.58433 0.808001 threshold=5.1500000000000012e-05 149.00000000000003 109.00000000000001 0.030394000000000001 0.033085500000000004 0.037647000000000007 decision_type=8 8 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.078827739576441125 0.1176864410338509 0.078954597273949448 -0.035240028261896643 0.15669453361416924 -0.089339417769866369 0.0014790511830941901 leaf_weight=1.1480638496577726 0.58051306009292503 0.59743750840425502 2.4631307122039052 0.64749540761113067 1.0094861281613692 33.12694328011716 leaf_count=60 1 5 172 5 26 944 internal_value=-3.89807e-05 -0.0248231 0.00110465 -0.000712332 0.00173265 -0.00120664 internal_weight=39.5731 1.7455 37.8276 37.2471 34.7839 34.1364 internal_count=1213 65 1148 1147 975 970 is_linear=0 shrinkage=0.1 Tree=572 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00255821 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075000921877867832 -0.075000197075442976 leaf_weight=0.0033103283567470498 0.0017317532328036123 leaf_count=17 1196 internal_value=0.0234815 internal_weight=0.00504208 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=573 num_leaves=7 num_cat=0 split_feature=0 0 0 8 0 3 split_gain=0.129456 0.275309 0.425275 0.393514 0.311713 1.1893 threshold=43.150867500000011 30.036528000000001 14.857993000000002 4.2326108640470705 7.6228285000000016 5.5000000000000009 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-9.2385245741847041e-05 -0.037072950037774909 0.039389386063464496 -0.087792435959825624 0.0047779500835100491 0.1295309826943653 -0.05293588515603298 leaf_weight=32.433181550113659 0.9003930005710562 1.806074293795972 1.0453386828303324 0.81900101160863426 0.79364135116338619 0.64957903101458214 leaf_count=1011 28 67 11 34 9 53 internal_value=0.000398443 0.00129703 -0.000627881 -0.0471264 0.0019311 0.0474045 internal_weight=38.4472 37.5468 35.7407 1.86434 33.8764 1.44322 internal_count=1213 1185 1118 45 1073 62 is_linear=0 shrinkage=0.1 Tree=574 num_leaves=7 num_cat=0 split_feature=5 2 3 4 4 2 split_gain=0.128402 0.304332 0.459546 0.384452 0.704711 0.302583 threshold=44725.000000000007 12.500000000000002 6.5000000000000009 343.00000000000006 6673.0000000000009 7.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -4 right_child=-2 -3 5 4 -6 -7 leaf_value=0.00039893253667011358 0.037768988063225373 -0.035955406264678434 0.076053030767134155 -0.077929797661320743 0.055529130761487799 0.014261532705521135 leaf_weight=20.496627650922179 0.85220305938855645 2.3676392758607099 1.1880091516250098 1.5780145609787717 0.52805263409391034 2.3802733760376213 leaf_count=359 49 318 27 227 31 202 internal_value=-0.000480416 -0.0016226 0.00148343 -0.00378164 -0.0444677 0.0348341 internal_weight=29.3908 28.5386 26.171 22.6027 2.10607 3.56828 internal_count=1213 1164 846 617 258 229 is_linear=0 shrinkage=0.1 Tree=575 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 19 split_gain=0.111141 0.529692 0.493775 0.420424 0.315751 0.662918 threshold=0.88726092775000021 0.80522880530000018 0.57329773635000014 0.14357116100000003 0.16093797035000004 0.79045400760000006 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=-0.085144455716799405 -0.03022341743832099 0.062067017785131032 -0.043461506031138859 0.064479487425846971 0.0045766456396277898 -0.06874453980622873 leaf_weight=0.54695030700352731 1.1827024407684792 1.3651889190077771 2.590414021164178 0.82135993242263794 31.488350559724495 1.283364082686602 leaf_count=26 11 6 15 3 1145 7 internal_value=-3.35444e-05 0.000903719 -0.00136959 0.00182419 0.00324018 0.00170533 internal_weight=39.2783 38.0956 36.7304 34.14 33.5931 32.7717 internal_count=1213 1202 1196 1181 1155 1152 is_linear=0 shrinkage=0.1 Tree=576 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00236466 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075000859896874494 -0.075000181638144217 leaf_weight=0.0030748837452847511 0.0015966603686159431 leaf_count=17 1196 internal_value=0.0237329 internal_weight=0.00467154 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=577 num_leaves=7 num_cat=0 split_feature=10 13 2 0 7 9 split_gain=0.128511 0.318781 0.152175 0.475582 0.639958 0.313339 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 2.7156310000000006 74.581036890620098 7.5629028176013291 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=0.0011283471556830949 0.060941321933397678 -0.073096452925808297 0.06533363705122168 -0.045763285403244924 0.052272900624482324 -0.049078305846287439 leaf_weight=31.755208819769905 0.24327491006988466 0.65560607329825871 1.4660061883332662 1.6096849949972241 1.1356003237888215 1.2937005115672935 leaf_count=543 110 97 285 73 45 60 internal_value=0.000542923 -0.0368202 0.00144429 0.0193471 -0.00521015 -0.000836994 internal_weight=38.1591 0.898881 37.2602 4.21129 2.74529 33.0489 internal_count=1213 207 1006 403 118 603 is_linear=0 shrinkage=0.1 Tree=578 num_leaves=7 num_cat=0 split_feature=0 4 3 2 3 2 split_gain=0.131561 0.420806 0.346881 0.303635 0.356478 0.453043 threshold=0.0053650000000000008 168.50000000000003 1.5000000000000002 6.5000000000000009 6.5000000000000009 3.5000000000000004 decision_type=8 8 10 8 8 10 left_child=2 -2 -1 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.058580693964388253 -0.054155761448478813 0.035393600647345473 -0.014233841630200521 -0.0038838293251676637 0.078721607368202995 -0.067569570365104567 leaf_weight=1.2565980742219864 1.5055846137547657 1.5065018522145726 1.3648804515050867 21.761358053045115 0.99957583472132672 0.5965668114949948 leaf_count=77 131 60 33 794 19 99 internal_value=-0.000695718 -0.00281971 0.0206696 0.000288834 0.0295551 0.00618656 internal_weight=28.9911 26.3696 2.62148 24.864 3.10264 2.10307 internal_count=1213 1103 110 972 178 159 is_linear=0 shrinkage=0.1 Tree=579 num_leaves=7 num_cat=0 split_feature=4 4 0 4 4 0 split_gain=0.110865 0.439608 0.205843 0.171712 0.933966 0.667335 threshold=4433.0000000000009 24291.500000000004 11.230363000000002 219.50000000000003 267.00000000000006 0.10875250000000002 decision_type=10 8 10 10 8 8 left_child=3 -2 -3 -1 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.0034290848453089381 -0.076697100602055035 0.075972117470278419 -0.025002392369299631 0.093612792750348339 -0.045083627857991325 0.01539425224531106 leaf_weight=25.782209988683462 0.82814209090828561 0.41603396809659909 0.39222184813115746 1.2299898192286463 2.3739987234529272 7.8829406491131531 leaf_count=321 318 28 53 6 132 355 internal_value=-1.69308e-05 -0.0254923 0.0269723 0.00110163 0.0112707 0.00139647 internal_weight=38.9055 1.6364 0.808256 37.2691 11.4869 10.2569 internal_count=1213 399 81 814 493 487 is_linear=0 shrinkage=0.1 Tree=580 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00220203 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075000832071035625 -0.075000168864014283 leaf_weight=0.0029328699165489525 0.0014687858868533965 leaf_count=17 1196 internal_value=0.0249471 internal_weight=0.00440166 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=581 num_leaves=7 num_cat=0 split_feature=15 14 16 9 6 7 split_gain=0.119741 0.17194 0.188366 0.139341 0.508631 0.715302 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.0863537928193487 92.018638466622647 73.492879307441498 decision_type=10 10 10 10 10 10 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0016825662796328335 -0.076252811717892888 0.078200043419930587 0.072504236832181448 0.086260039448324347 -0.055728802503376008 0.023325494908945608 leaf_weight=29.837935277992074 0.60968094606141576 0.11132487477152608 0.098936249414691702 0.85481136781163414 1.5156852651853112 4.6744050686829723 leaf_count=565 91 11 85 47 37 377 internal_value=0.000463793 -0.0373331 -0.0554835 0.00130405 0.0139536 0.00396852 internal_weight=37.7028 0.819942 0.708617 36.8828 7.0449 6.19009 internal_count=1213 187 176 1026 461 414 is_linear=0 shrinkage=0.1 Tree=582 num_leaves=7 num_cat=0 split_feature=7 7 14 9 4 8 split_gain=0.124876 0.218005 0.374511 0.172124 0.128257 0.546254 threshold=79.482860341514581 79.627473653027394 2.5000000000000004 5.5865126370964475 5982.5000000000009 4.4954850976912946 decision_type=10 8 10 10 10 10 left_child=4 -2 3 -3 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.00081619972886010767 0.082560933507662471 0.041649997237211023 0.070838969538907004 -0.076705985725908241 0.014778778863487625 -0.045030996499201469 leaf_weight=20.203758426616343 0.48340203240513679 0.16443499550223351 0.46347646243521012 0.48615305440034717 3.7823230420217433 2.9823978903696107 leaf_count=376 3 5 62 62 329 376 internal_value=-0.000686543 0.0264795 0.00214535 -0.0467917 -0.00229571 -0.00508105 internal_weight=28.5659 1.59747 1.11406 0.650588 26.9685 23.1862 internal_count=1213 132 129 67 1081 752 is_linear=0 shrinkage=0.1 Tree=583 num_leaves=7 num_cat=0 split_feature=9 9 9 6 8 4 split_gain=0.114612 0.162942 0.266424 0.497594 0.436176 0.759713 threshold=7.8627118266634275 7.5456810564319428 6.3944237114723839 126.01722756410258 5.2927476730057128 1821.0000000000002 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=-0.0019417390242207724 -0.03194911309434352 0.034895678304195453 -0.064817326211907986 0.027584912596114775 0.063132773089918104 -0.037917067711314263 leaf_weight=29.821577866641064 1.0875236017339336 1.3650880316969267 1.620589875878067 0.91005563735961903 2.6339114923030134 1.0369082207325844 leaf_count=440 326 169 117 9 51 101 internal_value=5.23878e-05 0.000983228 -0.000301879 -0.0315882 0.00206208 0.0345889 internal_weight=38.4757 37.3881 36.023 2.53065 33.4924 3.67082 internal_count=1213 887 718 126 592 152 is_linear=0 shrinkage=0.1 Tree=584 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00207071 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075000825867998819 -0.075000156800419882 leaf_weight=0.0028685597790172324 0.0013550304584661887 leaf_count=17 1196 internal_value=0.0268769 internal_weight=0.00422359 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=585 num_leaves=7 num_cat=0 split_feature=10 13 4 0 2 9 split_gain=0.12509 0.282987 0.146827 0.368655 0.480222 0.290164 threshold=30.500000000000004 49191.500000000007 2341.0000000000005 0.0041515000000000015 10.500000000000002 7.5629028176013291 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=0.00095596892338147975 0.059599902665647214 -0.072982865687247447 -0.070636287099952288 0.089277711219928613 0.0078930961100149404 -0.048873316529756995 leaf_weight=31.003411113146285 0.21884126988879771 0.60895838056967477 0.41501246455300034 0.97242783935507793 2.8498653400165495 1.2143968221498642 leaf_count=563 110 97 5 79 294 65 internal_value=0.00050644 -0.0379326 0.00137929 0.0188788 0.0285981 -0.000922263 internal_weight=37.2829 0.8278 36.4551 4.23731 3.82229 32.2178 internal_count=1213 207 1006 378 373 628 is_linear=0 shrinkage=0.1 Tree=586 num_leaves=7 num_cat=0 split_feature=0 4 3 3 5 4 split_gain=0.126208 0.204328 0.229091 0.281268 0.248247 0.198999 threshold=60.179807500000003 54829.000000000007 39.000000000000007 13.500000000000002 7441.0000000000009 6416.0000000000009 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=-0.0032749941112905443 0.04804457584436931 -0.064653911343219059 0.066332103522743477 -0.049373437374807316 0.06871237798960815 0.033519683077013931 leaf_weight=23.430873698862364 0.52036288636736472 0.5055770023027425 0.5035143768582192 1.1852868646619743 0.52197939902543922 1.5682608092320141 leaf_count=829 15 40 43 124 11 151 internal_value=-0.000747679 -0.00166376 -0.000493366 -0.00175327 0.000458369 -0.000966768 internal_weight=28.2359 27.7155 27.2099 26.7064 25.5211 24.9991 internal_count=1213 1198 1158 1115 991 980 is_linear=0 shrinkage=0.1 Tree=587 num_leaves=7 num_cat=0 split_feature=9 9 10 8 9 8 split_gain=0.098638 0.166453 0.239663 0.155771 0.180154 0.463293 threshold=7.8464943593056891 7.9966239479282715 35.000000000000007 6.749388396265509 6.3944237114723839 5.0737447080006826 decision_type=10 10 10 10 10 10 left_child=3 2 -2 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.0018538836517245231 -0.075844310671220022 0.051328341482686668 0.053010242892636422 0.039879390097196654 0.047157046714449313 -0.048902299650518191 leaf_weight=33.298335449367869 0.68897907470917974 0.20484890538821787 0.18260077259037644 0.99876561993732949 0.66793648479506318 2.0220344853212282 leaf_count=592 274 32 39 17 10 249 internal_value=5.55992e-05 -0.0297845 -0.0488486 0.00092403 -0.000157078 -0.0250502 internal_weight=38.0635 1.07643 0.87158 36.9871 35.9883 2.68997 internal_count=1213 345 313 868 851 259 is_linear=0 shrinkage=0.1 Tree=588 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.0019351 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075000805957163685 -0.075000144622726084 leaf_weight=0.00274939279188402 0.0012515198193678856 leaf_count=17 1196 internal_value=0.0280792 internal_weight=0.00400091 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=589 num_leaves=7 num_cat=0 split_feature=0 0 0 9 0 3 split_gain=0.118133 0.164061 0.397128 0.342375 0.326661 1.00432 threshold=45.141901000000011 30.036528000000001 14.857993000000002 5.7067037458915086 7.6228285000000016 3.5000000000000004 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=9.1731524662032142e-05 -0.042001890193170577 0.029796061657705056 -0.08659288342467468 0.003759608743617074 0.12616825168516721 -0.051531062249542785 leaf_weight=31.373110838136199 0.64242834487231348 1.9084855208639044 0.9655419960618008 0.74145223665982485 0.75362330675125 0.55029498245130537 leaf_count=1011 25 70 11 34 9 53 internal_value=0.000505337 0.00125778 -0.000326243 -0.0473473 0.00213006 0.0511735 internal_weight=36.9349 36.2925 34.384 1.70699 32.677 1.30392 internal_count=1213 1188 1118 45 1073 62 is_linear=0 shrinkage=0.1 Tree=590 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 19 split_gain=0.12228 0.173101 0.327909 0.31903 0.470361 0.531076 threshold=0.96640487470000014 0.76411970895000014 0.87060952110000012 0.70900696330000013 0.63319291535000011 0.49277379045000008 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=0.00058270832699126591 0.048996815283936207 -0.02350415846060646 0.053998704690268365 -0.084394071215603911 0.049187368715042021 -0.060712903813921783 leaf_weight=19.33536571305833 0.48550533503293891 3.1966661885380736 1.1239806339144696 0.45312035083770652 1.8142405077815045 1.5249894075095642 leaf_count=1167 2 15 6 2 9 12 internal_value=-0.000750911 -0.00163085 0.00125232 -0.00131109 0.000349204 -0.00389829 internal_weight=27.9339 27.4484 24.2517 23.1277 22.6746 20.8604 internal_count=1213 1211 1196 1190 1188 1179 is_linear=0 shrinkage=0.1 Tree=591 num_leaves=7 num_cat=0 split_feature=0 0 8 9 0 0 split_gain=0.104991 1.42688 0.904963 0.938001 0.663551 0.681378 threshold=0.16056050000000002 0.19793400000000003 4.4954850976912946 6.0321752100935573 0.06754300000000002 0.059479500000000005 decision_type=10 8 10 10 10 10 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=-0.0024786362530527292 0.13143301209000055 -0.040248680677239045 0.072656150528508351 -0.0078262450811188832 -0.056640094633057816 0.074013003557206011 leaf_weight=23.433898424754865 0.86673403938038696 3.8738198196515441 2.2654755441471934 4.0136958068123931 2.1470024366357441 1.2254539700224985 leaf_count=417 72 97 47 446 117 17 internal_value=5.81316e-05 0.00827515 -0.00223851 0.0212112 -0.00331977 0.00132264 internal_weight=37.8261 11.0197 10.153 6.27917 26.8064 24.6594 internal_count=1213 662 590 493 551 434 is_linear=0 shrinkage=0.1 Tree=592 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00179029 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075000746391829076 -0.075000134026198373 leaf_weight=0.002551097102696076 0.0011563331220774131 leaf_count=17 1196 internal_value=0.0282161 internal_weight=0.00370743 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=593 num_leaves=7 num_cat=0 split_feature=15 16 4 0 4 3 split_gain=0.117651 0.149766 0.130277 0.439469 0.26813 0.647507 threshold=4.5000000000000009 2.0000000000000004 126.00000000000001 0.043260000000000007 149.00000000000003 1.0000000180025095e-35 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=0.019242215318328218 -0.056447052337237062 0.072507163402744365 0.077101482218776884 -0.041506958528030831 -0.077763970165930715 0.0053463681402701338 leaf_weight=2.1885481216013423 0.64630823414699889 0.10464426392718451 0.49231417477131145 2.6121154148131609 0.96813894994557159 29.543436524279969 leaf_count=43 95 92 40 25 16 902 internal_value=0.000695346 -0.0384774 0.00151694 -0.0138124 0.00389054 0.00270926 internal_weight=36.5555 0.750952 35.8046 4.80066 31.0039 30.5116 internal_count=1213 187 1026 68 958 918 is_linear=0 shrinkage=0.1 Tree=594 num_leaves=7 num_cat=0 split_feature=20 21 19 19 19 19 split_gain=0.125522 0.15735 0.853091 0.359878 0.556351 0.604866 threshold=0.15581312665000005 0.57329773635000014 0.2809201300000001 0.47672111840000003 0.63319291535000011 0.67776481820000012 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=-0.03778392900592252 -0.09164284049370032 0.014458735780085684 0.036143988980017236 -0.096847253427119973 0.082939666754155233 -0.0051740455107522516 leaf_weight=0.89092109178182 1.049407174810767 6.1173869483172885 2.5243958756327629 0.62584803253412247 0.81986875832080841 15.65245544780193 leaf_count=26 11 28 9 5 4 1130 internal_value=-0.00085766 0.000370379 -0.00379874 0.000899128 -0.00430447 -0.000788406 internal_weight=27.6803 26.7894 20.672 19.6226 17.0982 16.4723 internal_count=1213 1187 1159 1148 1139 1134 is_linear=0 shrinkage=0.1 Tree=595 num_leaves=7 num_cat=0 split_feature=0 0 8 9 0 0 split_gain=0.0997463 1.22178 0.803979 0.850307 0.582572 0.777605 threshold=0.16056050000000002 0.19793400000000003 4.4954850976912946 6.0321752100935573 0.06754300000000002 0.059867500000000004 decision_type=10 8 10 10 10 10 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=-0.0029331169592127764 0.12225450510386188 -0.038298269359496137 0.07130045214121504 -0.0068800688271999288 -0.054141774115433854 0.081924789520868083 leaf_weight=23.442851964008575 0.86214418699455286 3.7553445706143975 2.1404333796817809 3.9741438993460179 2.0799558198086734 1.1320231542922545 leaf_count=421 72 97 47 446 117 13 internal_value=-4.76924e-05 0.0080925 -0.00187962 0.0204873 -0.00332519 0.000975799 internal_weight=37.3869 10.7321 9.86992 6.11458 26.6548 24.5749 internal_count=1213 662 590 493 551 434 is_linear=0 shrinkage=0.1 Tree=596 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00168385 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075000742275827204 -0.075000124344087593 leaf_weight=0.0024925841971707996 0.0010694602758949401 leaf_count=17 1196 internal_value=0.0299648 internal_weight=0.00356204 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=597 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.117307 1.17612 0.791311 0.570441 0.505995 0.613313 threshold=0.033085500000000004 0.030394000000000001 0.037647000000000007 0.0053650000000000008 0.048128000000000004 0.055514500000000008 decision_type=8 8 8 10 8 8 left_child=1 3 -2 -1 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=-0.016257918085124553 0.089912125600254467 -0.13841293510059979 -0.049538795589102069 0.065959228420082658 0.065990394746710451 -3.8013072171411585e-05 leaf_weight=3.2270171294840102 1.0128615782596195 0.65538959542755026 1.9261843058047841 1.142720982461469 1.4848424552474195 26.752169501814933 leaf_count=110 26 5 28 128 29 887 internal_value=0.00068534 -0.0134934 0.00297074 0.00524251 5.13061e-05 0.00343409 internal_weight=36.2012 5.02513 31.1761 4.36974 30.1632 28.237 internal_count=1213 243 970 238 944 916 is_linear=0 shrinkage=0.1 Tree=598 num_leaves=7 num_cat=0 split_feature=0 3 3 4 4 2 split_gain=0.121137 0.388822 0.316424 0.156724 0.382354 0.296291 threshold=0.0053650000000000008 1.5000000000000002 1.5000000000000002 126.00000000000001 168.50000000000003 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=0.056833540098473016 -0.077251726042372335 0.079218647965823383 -0.015048734120026219 -0.079920856332030554 0.031379990649190136 -0.0036676074034887179 leaf_weight=1.2080356820952176 0.68419946286303712 0.24224531650543468 1.2419843102616139 0.60787416109815495 2.7296768494998132 20.735370050155325 leaf_count=77 151 2 33 25 131 794 internal_value=-0.00082597 -0.00290563 0.0203944 -0.000813626 -0.00161899 0.000409462 internal_weight=27.4494 24.9994 2.45002 24.3152 24.0729 23.465 internal_count=1213 1103 110 952 950 925 is_linear=0 shrinkage=0.1 Tree=599 num_leaves=7 num_cat=0 split_feature=19 20 19 19 19 19 split_gain=0.0980918 0.221355 1.06448 0.227607 0.395339 0.546908 threshold=0.23075891465000004 0.49686210610000009 0.34952334870000007 0.43664927860000008 0.70900696330000013 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=-0.018037274136992479 0.021476647166789972 -0.11639257674464142 0.049311097160449818 -0.060043075885565657 0.0626896723240776 -0.0013123470725056089 leaf_weight=2.8051784089510932 4.7374450135976076 0.78908880800008774 0.95614515990018845 1.0655140355229376 1.4097734391689298 25.219782929607405 leaf_count=35 30 5 5 11 6 1121 internal_value=-6.06892e-05 0.00141476 -0.00181354 0.00134211 -0.000313977 0.00207593 internal_weight=36.9829 34.1777 29.4403 28.6512 27.6951 26.6296 internal_count=1213 1178 1148 1143 1138 1127 is_linear=0 shrinkage=0.1 Tree=600 num_leaves=3 num_cat=0 split_feature=16 8 split_gain=0.00111043 7.57441e-09 threshold=2.0000000000000004 7.2266048030396108 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=-0.045021819099492884 0.074618187021758167 0.075000608385768844 leaf_weight=0.0012334937143396729 0.0010650677148333898 0.0010081812943099067 leaf_count=1121 86 6 internal_value=0.0301062 0.0748042 internal_weight=0.00330674 0.00207325 internal_count=1213 92 is_linear=0 shrinkage=0.1 Tree=601 num_leaves=7 num_cat=0 split_feature=10 13 4 0 2 0 split_gain=0.124115 0.257513 0.128 0.324618 0.435763 0.28086 threshold=30.500000000000004 49191.500000000007 2341.0000000000005 0.0041515000000000015 10.500000000000002 2.7156310000000006 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=-0.00068503968059112894 0.057946867537388105 -0.072863388230576628 -0.069043366198671227 0.088676891536476996 0.056869807882417703 -0.013179573307164988 leaf_weight=31.191436730459827 0.20344635615765483 0.57818915288953576 0.38426491191421464 0.88328429352259297 0.81793420863687094 1.9065250020648816 leaf_count=628 110 97 5 79 198 96 internal_value=0.000597174 -0.0388157 0.00147277 0.0183328 0.0276393 0.00785058 internal_weight=35.9651 0.781636 35.1834 3.99201 3.60774 2.72446 internal_count=1213 207 1006 378 373 294 is_linear=0 shrinkage=0.1 Tree=602 num_leaves=7 num_cat=0 split_feature=5 0 9 0 9 5 split_gain=0.122552 0.199096 0.267258 0.806892 0.394905 0.388761 threshold=59.000000000000007 0.0016035000000000001 5.6838105482676164 20.176897000000004 5.8973603555135847 63.000000000000007 decision_type=8 8 8 10 8 10 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=-0.075477743982612366 0.038870592699784962 0.080474237737211199 0.059229040145549375 0.035498027688314074 -0.0012532393813175235 -0.084267694539753371 leaf_weight=0.21716487564845266 1.2529368218129118 0.15630269050598444 1.1365843862586213 1.1655251402407882 21.506885189894092 1.7144211248960344 leaf_count=117 24 1 37 25 812 197 internal_value=-0.000657143 -5.38457e-05 -0.001953 -0.0298125 0.00178266 -0.0705032 internal_weight=27.1498 26.9327 25.6797 3.03625 22.6435 1.87072 internal_count=1213 1096 1072 223 849 198 is_linear=0 shrinkage=0.1 Tree=603 num_leaves=7 num_cat=0 split_feature=19 19 20 19 21 21 split_gain=0.101006 0.349142 0.208634 0.461565 0.561587 0.270052 threshold=0.094494154350000012 0.23075891465000004 0.80539130785000002 0.2809201300000001 0.85846023185000009 0.52831749655000015 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=0.030938596138060739 -0.044067390833937126 0.088981831626271976 -0.035731091859597587 0.022437051753847959 -0.092708366111959095 -0.0013276046727624113 leaf_weight=1.0191452604065956 1.7871033456176517 0.61184953153133392 1.4570339778438199 5.8996178973466158 0.62306236103176971 25.235394940671547 leaf_count=23 12 2 9 30 11 1126 internal_value=-0.000101975 -0.000990244 0.00128555 0.00295175 0.00129429 0.00317544 internal_weight=36.6332 35.6141 33.827 32.3699 31.7581 31.135 internal_count=1213 1190 1178 1169 1167 1156 is_linear=0 shrinkage=0.1 Tree=604 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.00103145 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.042532635316707743 0.074790309710784222 leaf_weight=0.0011983749619108863 0.0019998611835951863 leaf_count=1121 92 internal_value=0.0308296 internal_weight=0.00319824 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=605 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 19 split_gain=0.120727 0.600841 0.204661 0.215741 0.424211 0.360934 threshold=0.73719218350000004 0.67806301170000005 0.58816367370000011 0.46075395060000007 0.40189712030000008 0.79045400760000006 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=-0.00023437036788166821 -0.019955192511108055 0.090908065087548381 -0.039220765585776751 0.0360594187414464 -0.082542128665350517 0.076033726331599272 leaf_weight=28.006875654376937 2.6685581076890221 0.74558383971452613 1.2711249738931645 1.7275286838412274 0.61413440108299155 0.63455939665436645 leaf_count=1155 20 6 9 15 3 5 internal_value=0.000503504 0.00215791 0.000106379 0.00171983 -0.000307908 0.00145537 internal_weight=35.6684 32.9998 32.2542 30.9831 29.2556 28.6414 internal_count=1213 1193 1187 1178 1163 1160 is_linear=0 shrinkage=0.1 Tree=606 num_leaves=7 num_cat=0 split_feature=19 19 20 20 20 21 split_gain=0.113698 0.142863 0.291926 0.299941 0.302331 0.592098 threshold=0.96640487470000014 0.76411970895000014 0.87060952110000012 0.80539130785000002 0.78051033435000006 0.9123116092500001 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=0.0011709121433276515 0.047549863435865911 -0.021595581208451672 0.052352238886541273 -0.086880643998803089 0.084455417879111094 -0.11081039952210139 leaf_weight=20.763842517401393 0.48014308512210746 3.1328243948519221 1.0627390816807736 0.40212385356426139 0.41847041249275108 0.48316197842359443 leaf_count=1181 2 15 6 3 2 4 internal_value=-0.000673405 -0.00155502 0.00115932 -0.00130605 0.000282263 -0.00137557 internal_weight=26.7433 26.2632 23.1303 22.0676 21.6655 21.247 internal_count=1213 1211 1196 1190 1187 1185 is_linear=0 shrinkage=0.1 Tree=607 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 21 split_gain=0.104776 0.397042 0.395871 0.263678 0.22805 0.897485 threshold=0.80522880530000018 0.57329773635000014 0.14357116100000003 0.16093797035000004 0.25009891245000004 0.22161084545000001 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=-0.084906165531025077 0.020170997777374858 -0.039734018300711646 0.060675730569662745 0.043596115973677491 -0.096618246461661519 0.0030162444021743029 leaf_weight=0.51998184271717207 2.404546618461608 2.5063558127731076 0.7748894989490509 1.2397294603288171 0.93427120521664619 27.978413181321244 leaf_count=26 17 15 3 6 5 1141 internal_value=-1.33905e-06 -0.00142991 0.00162293 0.00307775 0.00159753 -0.000203299 internal_weight=36.3582 33.9536 31.4473 30.9273 30.1524 28.9127 internal_count=1213 1196 1181 1155 1152 1146 is_linear=0 shrinkage=0.1 Tree=608 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000949259 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.040341551033889041 0.074756246374533847 leaf_weight=0.0011672829128954731 0.0018557254239528476 leaf_count=1121 92 internal_value=0.0303132 internal_weight=0.00302301 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=609 num_leaves=7 num_cat=0 split_feature=19 19 10 13 4 0 split_gain=0.114075 0.226113 0.116512 0.235997 0.126722 0.383334 threshold=0.76411970895000014 0.63319291535000011 30.500000000000004 49191.500000000007 126.00000000000001 0.043260000000000007 decision_type=10 10 10 10 8 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.018282016495955313 0.023747852795181889 -0.0367850252556167 0.056202014361505376 -0.072127768098217401 0.0047816096137970835 -0.038980645950071495 leaf_weight=2.1392844542861047 2.0225316770374766 1.6516225486993779 0.19489054157020191 0.54136359629410435 26.457357998187945 2.5776672046631575 leaf_count=43 17 12 110 97 909 25 internal_value=0.000683489 -0.000706421 0.00116093 -0.0381582 0.00208954 -0.0130102 internal_weight=35.5847 33.5622 31.9106 0.736254 31.1743 4.71695 internal_count=1213 1196 1184 207 977 68 is_linear=0 shrinkage=0.1 Tree=610 num_leaves=7 num_cat=0 split_feature=5 0 9 0 5 9 split_gain=0.113314 0.175323 0.236529 0.738119 0.358588 0.353246 threshold=59.000000000000007 0.0016035000000000001 5.6838105482676164 20.176897000000004 63.000000000000007 5.8973603555135847 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=-0.075443718252842393 0.036656021844201962 0.080047842553406523 0.056815740883896085 0.03286404097167199 -0.083871163369567514 -0.0013858102086484947 leaf_weight=0.20172959285264624 1.2297150023450765 0.1456678956747085 1.0971096482826421 1.160642886534333 1.5918942189309744 21.073136166105087 leaf_count=117 24 1 37 25 197 812 internal_value=-0.000782012 -0.000209293 -0.00201769 -0.0288835 -0.0701291 0.00149433 internal_weight=26.4999 26.2982 25.0685 2.89821 1.73756 22.1702 internal_count=1213 1096 1072 223 198 849 is_linear=0 shrinkage=0.1 Tree=611 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 20 split_gain=0.107297 0.457712 0.349284 0.174965 0.619526 0.465998 threshold=0.88726092775000021 0.80522880530000018 0.57329773635000014 0.35318554730000001 0.60478927825000006 0.40189712030000008 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=0.00062311209053579001 -0.031072587697109789 0.059369494584350882 -0.037514004548271383 0.024226166637651182 -0.056644918178254455 0.078296634222761563 leaf_weight=25.577097125453573 1.0850648414343584 1.287758633494376 2.4781211595982304 3.0536104943603268 1.8666687356308092 0.79644407331943412 leaf_count=1145 11 6 15 18 14 4 internal_value=-0.000102094 0.000856413 -0.00137475 0.00148708 -0.0009717 0.00296874 internal_weight=36.1448 35.0597 33.7719 31.2938 28.2402 26.3735 internal_count=1213 1202 1196 1181 1163 1149 is_linear=0 shrinkage=0.1 Tree=612 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000913527 threshold=27019.000000000004 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.071151722185854319 -0.046413227867085585 leaf_weight=0.001931413044424346 0.0010047946750404435 leaf_count=70 1143 internal_value=0.03092 internal_weight=0.00293621 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=613 num_leaves=7 num_cat=0 split_feature=15 14 16 0 0 0 split_gain=0.112106 0.157659 0.142394 0.117942 1.02132 0.688658 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.033085500000000004 0.030394000000000001 0.037647000000000007 decision_type=10 10 10 8 8 8 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0051340375844028613 -0.076205000746642965 0.077820740375698527 0.072311415811231156 0.088265742566397534 -0.12957052524372126 0.0010315646954272299 leaf_weight=4.1517542674155257 0.53023318865234514 0.09934889447868045 0.073506755397829693 0.93409702135250228 0.65112910186871875 29.013219069078332 leaf_count=223 91 11 85 26 4 773 internal_value=0.000619583 -0.0389135 -0.0581228 0.00141944 -0.0131279 0.00375252 internal_weight=35.4533 0.703089 0.60374 34.7502 4.80288 29.9473 internal_count=1213 187 176 1026 227 799 is_linear=0 shrinkage=0.1 Tree=614 num_leaves=7 num_cat=0 split_feature=19 21 19 19 20 19 split_gain=0.117414 0.141435 0.164218 0.575536 0.343748 0.41255 threshold=0.96640487470000014 0.16093797035000004 0.60557055170000018 0.49277379045000008 0.18647970780000003 0.43664927860000008 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=-0.034017043622675304 0.047966522589349456 -0.098793043970423142 0.015698588572896188 -0.084349296517628181 -0.002546294337472704 0.060596885802917437 leaf_weight=1.2914323967988819 0.4836486279964437 0.34957984089851379 5.2024263627827159 0.85867630690336127 16.856053181974879 1.1023946031928051 leaf_count=28 2 4 24 8 1142 5 internal_value=-0.000847018 -0.00176705 -5.79767e-05 -0.00433479 -0.000581977 0.0013298 internal_weight=26.1442 25.6606 24.3691 19.1667 18.308 17.9584 internal_count=1213 1211 1183 1159 1151 1147 is_linear=0 shrinkage=0.1 Tree=615 num_leaves=7 num_cat=0 split_feature=4 4 0 2 0 8 split_gain=0.10279 0.883798 0.524265 0.458233 0.580583 0.439792 threshold=219.50000000000003 267.00000000000006 0.10875250000000002 1.5000000000000002 15.032455500000003 6.0124073458263707 decision_type=10 8 8 10 10 10 left_child=3 -2 5 -1 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.00087108654823430005 0.091784706517046385 -0.079936238089176534 0.010299726146635463 -0.085077200049000726 0.01499817193416543 0.012570373088653528 leaf_weight=22.046630888246003 1.1299419850110979 1.3561112103579938 8.1430677820435449 1.4480817895382636 0.96671164222061623 0.82754285204661915 leaf_count=249 6 126 656 50 22 104 internal_value=2.43728e-06 0.00781928 -0.00136815 -0.00365863 -0.0450141 -0.0448789 internal_weight=35.9181 11.4567 10.3267 24.4614 2.41479 2.18365 internal_count=1213 892 886 321 72 230 is_linear=0 shrinkage=0.1 Tree=616 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.00087197 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.038739123004107617 0.074762202180132409 leaf_weight=0.0010852554124625158 0.0017986723049201458 leaf_count=1121 92 internal_value=0.0320503 internal_weight=0.00288393 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=617 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 20 split_gain=0.109627 0.618943 0.52919 0.194753 0.172924 0.390459 threshold=0.84483228280000011 0.73719218350000004 0.67806301170000005 0.58816367370000011 0.46075395060000007 0.40189712030000008 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=0.0013756853800639484 0.027979293953119405 -0.071402168832140983 0.085339648843899482 -0.038830463687862388 0.032045601418459822 -0.082028644359273345 leaf_weight=28.19102431879038 1.3929351717233647 1.1926247049123038 0.74355226755142112 1.2414527498185624 1.7553172186017025 0.57270742952823539 leaf_count=1160 11 9 6 9 15 3 internal_value=0.000487877 -0.000648548 0.00194751 -4.79917e-06 0.00157455 -0.000284957 internal_weight=35.0896 33.6967 32.5041 31.7605 30.519 28.7637 internal_count=1213 1202 1193 1187 1178 1163 is_linear=0 shrinkage=0.1 Tree=618 num_leaves=7 num_cat=0 split_feature=21 20 20 21 19 19 split_gain=0.106108 0.183321 0.299067 0.312206 0.567967 0.923351 threshold=0.9123116092500001 0.67806301170000005 0.58816367370000011 0.30468621685000002 0.23075891465000004 0.40212573240000005 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=-0.03627612196071809 -0.03898475035814087 -0.018897343622272703 0.037570623660383912 0.061112530735918026 -0.098040837564674077 0.0048599037085781255 leaf_weight=2.1143543188791227 0.70360269770026107 4.12275082245469 2.3769991993904105 1.6024148166179655 0.92972151935100555 14.052385371564029 leaf_count=33 5 25 9 7 7 1127 internal_value=-0.000681944 0.000387557 0.00415997 -8.71917e-05 0.00452652 -0.00152565 internal_weight=25.9022 25.1986 21.0759 18.6989 16.5845 14.9821 internal_count=1213 1208 1183 1174 1141 1134 is_linear=0 shrinkage=0.1 Tree=619 num_leaves=7 num_cat=0 split_feature=21 21 21 19 20 19 split_gain=0.0938579 0.407223 0.309927 0.162467 0.549098 0.492615 threshold=0.88726092775000021 0.80522880530000018 0.57329773635000014 0.16732172635000001 0.80539130785000002 0.31709358510000007 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=0.040381514256514137 -0.029090087758155997 0.057072430901511373 -0.035464894677710933 -0.073925220108260276 -0.084551141330310942 0.0045925918591754114 leaf_weight=1.04042362330523 1.0746031748130906 1.2448518499732006 2.4432798065245143 0.82241476885974407 0.74564321245998044 28.120187184248618 leaf_count=23 11 6 15 6 7 1145 internal_value=1.27357e-05 0.000921419 -0.00118577 0.00153981 0.000178602 0.00236148 internal_weight=35.4914 34.4168 33.1719 30.7287 29.6882 28.9426 internal_count=1213 1202 1196 1181 1158 1151 is_linear=0 shrinkage=0.1 Tree=620 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000805393 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.036826634851278912 0.074723607848149506 leaf_weight=0.001058340296021143 0.0016662747143545431 leaf_count=1121 92 internal_value=0.0313934 internal_weight=0.00272462 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=621 num_leaves=7 num_cat=0 split_feature=19 19 20 20 0 0 split_gain=0.112149 0.215894 0.110366 0.201552 0.263621 0.254476 threshold=0.76411970895000014 0.63319291535000011 0.58816367370000011 0.84483228280000011 47.407128000000007 30.036528000000001 decision_type=10 10 8 8 10 8 left_child=1 2 -1 -4 5 -5 right_child=-2 -3 3 4 -6 -7 leaf_value=0.015670241180854777 0.023545955423185515 -0.036510815670870542 -0.033927339476496544 -0.0013614710051365682 -0.076491205590013725 0.030691316513321493 leaf_weight=4.4084786673738563 2.0014702454209319 1.6131249293684948 1.7789341956377027 21.963074963754494 0.43257634900510211 2.7917918046005061 leaf_count=51 17 12 13 1018 18 84 internal_value=0.000561622 -0.0008329 0.00100146 -0.0013966 0.00090098 0.00225336 internal_weight=34.9895 32.988 31.3749 26.9664 25.1874 24.7549 internal_count=1213 1196 1184 1133 1120 1102 is_linear=0 shrinkage=0.1 Tree=622 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.117288 0.649705 0.484266 0.460166 0.37126 0.663167 threshold=0.40212573240000005 0.47672111840000003 0.60557055170000018 0.23075891465000004 0.80522880530000018 0.52831749655000015 decision_type=8 8 8 10 10 10 left_child=3 -2 -3 -1 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.014809542363957019 0.062215209569948554 -0.061317036239582901 -0.002501472209662146 -0.04573941337673551 -0.085621754872244826 0.063177572251448863 leaf_weight=2.5922881253623018 1.6756344586610792 1.313820671290159 15.474104002969414 2.4333947002887726 0.47474344074726005 1.7069169878959645 leaf_count=35 6 12 1136 15 2 7 internal_value=-0.000807865 0.00252711 -0.0027453 -0.0145078 0.00161321 0.00402367 internal_weight=25.6709 20.6452 18.9696 5.02568 17.6558 17.181 internal_count=1213 1163 1157 50 1145 1143 is_linear=0 shrinkage=0.1 Tree=623 num_leaves=7 num_cat=0 split_feature=0 4 4 5 2 0 split_gain=0.0916233 0.829728 0.743058 0.284773 0.514297 0.153574 threshold=5.1500000000000012e-05 163.00000000000003 109.00000000000001 63.000000000000007 2.5000000000000004 0.030394000000000001 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=-0.078365286595304631 0.11454303238411385 0.078365484279460454 -0.082525317366019174 -0.026644413353654459 0.03123567737852407 0.0030604302496842692 leaf_weight=0.97753306664526352 0.56768512725829978 0.51611036062240601 1.0785665465518819 1.8489702673541994 0.62924701161682617 29.654687158471589 leaf_count=60 1 5 38 169 16 924 internal_value=2.84139e-05 -0.0242089 0.00110014 -0.000838949 -0.0406099 0.00131703 internal_weight=35.2728 1.49364 33.7792 33.2115 1.70781 31.5037 internal_count=1213 65 1148 1147 54 1093 is_linear=0 shrinkage=0.1 Tree=624 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000741542 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.034163282402147485 0.074683522266778407 leaf_weight=0.0010404395686336443 0.0015709184514332009 leaf_count=1121 92 internal_value=0.0313158 internal_weight=0.00261136 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=625 num_leaves=7 num_cat=0 split_feature=10 13 4 0 0 3 split_gain=0.102247 0.213991 0.113414 0.324121 0.27014 1.00455 threshold=30.500000000000004 49191.500000000007 126.00000000000001 0.043260000000000007 0.16056050000000002 1.5000000000000002 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=0.016642041135083541 0.055224264021924041 -0.071677386468223067 0.018689873265723314 -0.03678285354184116 -0.09066175846969414 0.0029570545243730803 leaf_weight=2.0285740718245497 0.18117361724580305 0.49850899360899348 8.457869022444358 2.5796770881861448 1.2169367577880645 19.705654533696361 leaf_count=43 110 97 383 25 23 532 internal_value=0.000552741 -0.037851 0.00132071 -0.013265 0.00360844 -0.00248817 internal_weight=34.6684 0.679683 33.9887 4.60825 29.3805 20.9226 internal_count=1213 207 1006 68 938 555 is_linear=0 shrinkage=0.1 Tree=626 num_leaves=7 num_cat=0 split_feature=21 19 21 20 21 19 split_gain=0.12363 0.386452 0.104964 0.41758 0.546171 0.516936 threshold=0.045530632050000013 0.9405798606500001 0.30468621685000002 0.60478927825000006 0.9123116092500001 0.88018356465000014 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.048634938720560322 0.016315413662104032 -0.089636902701898447 0.0034741620471375814 -0.034082195226890696 -0.10771923550783238 0.1058051355388326 leaf_weight=0.49751012066462863 3.4145513973198831 0.49003003537654777 16.559125574473022 3.5072040855884543 0.42898533865809341 0.50882285833358665 leaf_count=20 21 4 1142 21 4 1 internal_value=-0.000724098 -0.00170996 5.45397e-05 -0.00258892 0.00372381 0.00652481 internal_weight=25.4062 24.9087 24.4187 21.0041 17.4969 17.0679 internal_count=1213 1193 1189 1168 1147 1143 is_linear=0 shrinkage=0.1 Tree=627 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.0918482 1.13115 0.900663 0.624571 0.788555 0.563555 threshold=0.048128000000000004 0.043260000000000007 0.059867500000000004 0.06754300000000002 0.10875250000000002 149.00000000000003 decision_type=8 10 8 8 8 10 left_child=1 5 -2 -4 -5 -1 right_child=2 -3 3 4 -6 -7 leaf_value=-0.040795537279596367 -0.073820394463321254 0.12034376756166941 0.075282952994622038 -0.082598760634465834 0.0025463627081273119 0.019504768127049116 leaf_weight=2.5429314505308858 1.67128552857321 0.82355141404696031 1.1107029011473084 1.1400742705132696 23.680547312328599 3.968802947386564 leaf_count=83 41 7 13 61 801 207 internal_value=-2.42664e-05 0.00992185 -0.00266741 0.00191843 -0.00136457 -0.00404342 internal_weight=34.9379 7.33529 27.6026 25.9313 24.8206 6.51173 internal_count=1213 297 916 875 862 290 is_linear=0 shrinkage=0.1 Tree=628 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000686631 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.031039038033192752 0.074660547093111179 leaf_weight=0.001031557409227446 0.0015203921860731384 leaf_count=1121 92 internal_value=0.0319343 internal_weight=0.00255195 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=629 num_leaves=7 num_cat=0 split_feature=0 0 4 0 5 5 split_gain=0.122163 0.534562 0.576852 0.243411 0.80549 0.226688 threshold=0.0031780000000000007 5.1500000000000012e-05 149.00000000000003 0.030394000000000001 3216.0000000000005 1.0000000180025095e-35 decision_type=8 10 8 8 10 8 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.059349773118957706 0.09007424331959063 -0.077375941040668778 -0.077830999036024584 -0.07675891446510047 -0.064929050764625296 0.0011176763099042448 leaf_weight=1.0098699536174527 1.0550220723962436 0.99829499525731069 0.44012885540723812 0.37848425842821853 0.49141569631319715 30.06895810140486 leaf_count=60 123 30 5 11 20 964 internal_value=0.000467867 -0.0210613 0.0177103 0.00211536 0.0408184 0.000149613 internal_weight=34.4422 2.44829 1.45 31.9939 1.54644 30.4474 internal_count=1213 95 65 1118 143 975 is_linear=0 shrinkage=0.1 Tree=630 num_leaves=7 num_cat=0 split_feature=21 19 5 5 4 4 split_gain=0.107846 0.355337 0.102912 0.146678 0.120469 0.399407 threshold=0.045530632050000013 0.9405798606500001 59.000000000000007 63.000000000000007 126.00000000000001 168.50000000000003 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=0.045958638822534655 -0.075395732112630648 -0.088652067919965383 0.079032261155820516 0.030750976314179224 -0.078697483343062424 0.00064067904418159058 leaf_weight=0.48963899978753034 0.17870468522597605 0.45847443118691344 0.23712990432977932 1.2090181000530744 0.65335966146085667 22.015297200588975 leaf_count=20 117 4 2 29 82 959 internal_value=-0.000515369 -0.00143471 0.000211283 0.000771575 -5.63432e-06 -0.00164602 internal_weight=25.2416 24.752 24.2935 24.1148 23.8777 22.6687 internal_count=1213 1193 1189 1072 1070 1041 is_linear=0 shrinkage=0.1 Tree=631 num_leaves=7 num_cat=0 split_feature=4 5 4 0 0 7 split_gain=0.0999107 0.147907 0.856963 0.142658 1.01752 0.800447 threshold=109.00000000000001 63.000000000000007 163.00000000000003 0.030394000000000001 0.033085500000000004 59.725888863548697 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.031696318681965562 -0.080542746095055975 -0.080584395152607402 0.037201916015469877 0.12758985735642878 -0.00020574215136673894 0.053153953023246207 leaf_weight=0.96128655225038429 1.2989788809791201 1.0973216495937117 1.1793166715651748 0.63685446395539003 28.706934170769102 0.75575221025775374 leaf_count=18 73 82 28 5 919 88 internal_value=-9.20153e-05 -0.000999441 -0.024513 0.00086849 0.00256783 -0.0260409 internal_weight=34.6364 33.6752 2.4783 31.1969 29.3438 1.85307 internal_count=1213 1195 101 1094 924 170 is_linear=0 shrinkage=0.1 Tree=632 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000625275 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.029676580087749371 0.07458829373436085 leaf_weight=0.0010069116944002587 0.0013414086115659529 leaf_count=1121 92 internal_value=0.0298816 internal_weight=0.00234832 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=633 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.112235 0.729143 0.634447 0.440123 0.373194 0.536788 threshold=0.033085500000000004 0.030394000000000001 0.037647000000000007 0.0053650000000000008 0.048128000000000004 0.055514500000000008 decision_type=8 8 8 8 8 8 left_child=1 3 -2 -1 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=-0.01711264123834573 0.086841671664983341 -0.11374718555170218 -0.042783520254341588 0.063391264757470617 0.065372400529136399 -6.1205801617716848e-05 leaf_weight=2.800752976119838 0.86912803072482603 0.63294900266919274 1.8938627263996775 0.89648543305520423 1.3182460458483571 25.613738911224573 leaf_count=110 26 5 28 128 29 887 internal_value=0.000469197 -0.014571 0.00266239 0.00240749 0.000124301 0.00314159 internal_weight=34.0252 4.33019 29.695 3.69724 28.8258 26.932 internal_count=1213 243 970 238 944 916 is_linear=0 shrinkage=0.1 Tree=634 num_leaves=7 num_cat=0 split_feature=5 2 4 11 9 5 split_gain=0.0992374 0.226634 0.336152 0.234482 0.313404 0.410881 threshold=44725.000000000007 12.500000000000002 6416.0000000000009 11.500000000000002 5.8973603555135847 10692.000000000002 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=0.00097542910706070447 0.035633224534311489 -0.033858692227262045 0.058335159758146786 0.060962386892784638 -0.05834444322444509 0.071746471431405015 leaf_weight=18.658252430939701 0.73900609605243417 1.9945803188884372 0.98841808311408286 0.58776384312659402 1.7544306250006223 0.28177855343710678 leaf_count=436 49 318 57 21 324 8 internal_value=-0.000466103 -0.00156552 0.00132669 -0.00132098 -0.00308995 -0.040342 internal_weight=25.0042 24.2652 22.2706 21.2822 20.6945 2.03621 internal_count=1213 1164 846 789 768 332 is_linear=0 shrinkage=0.1 Tree=635 num_leaves=7 num_cat=0 split_feature=0 0 0 4 5 0 split_gain=0.100241 0.884758 0.789958 0.474944 0.841895 0.647417 threshold=0.048128000000000004 0.043260000000000007 0.055514500000000008 163.00000000000003 161.00000000000003 0.033085500000000004 decision_type=8 8 8 10 10 10 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=0.0031169579207775684 -0.087728254016429683 0.10589716005782823 0.00055340238348211112 0.067553006590013745 -0.080440821509827967 -0.085634058211514652 leaf_weight=2.7125306185334916 1.0543938200571599 0.85433484584063979 26.192485721106898 1.710743139497936 0.49578814655366432 1.1792700830847023 leaf_count=81 29 7 887 18 162 29 internal_value=-0.000128075 0.0105895 -0.0028629 -0.00276249 0.0343001 -0.0237758 internal_weight=34.1995 6.95267 27.2469 6.09833 2.20653 3.8918 internal_count=1213 297 916 290 180 110 is_linear=0 shrinkage=0.1 Tree=636 num_leaves=2 num_cat=0 split_feature=0 split_gain=0.000308 threshold=0.0046810000000000003 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.067204405616921412 -0.0069678433687025273 leaf_weight=0.0010980543195842074 0.001142198754352286 leaf_count=105 1108 internal_value=0.0293875 internal_weight=0.00224025 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=637 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 21 split_gain=0.159358 0.311556 0.453808 0.136482 0.146736 0.218251 threshold=0.91726667690000008 0.73719218350000004 0.67806301170000005 0.58816367370000011 0.21159832495000003 0.52831749655000015 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=0.032985101947644251 0.053645159032196833 -0.038760967423671619 0.079188532327491401 -0.033740648997033378 -0.037670226570574464 0.0019384595497073055 leaf_weight=1.4033833199464423 0.55345669388770957 1.9957012385129917 0.74343688786029716 1.1462529562413681 1.4688989408314226 26.283429808810993 leaf_count=27 5 15 6 9 12 1139 internal_value=0.000429762 -0.000461625 0.00200038 0.000106628 0.00143733 -0.000157983 internal_weight=33.5946 33.0411 31.0454 30.302 29.1557 27.7523 internal_count=1213 1208 1193 1187 1178 1151 is_linear=0 shrinkage=0.1 Tree=638 num_leaves=7 num_cat=0 split_feature=19 21 19 19 19 21 split_gain=0.103948 0.439511 0.128284 0.32871 0.560279 0.443915 threshold=0.96640487470000014 0.10560630940000001 0.76411970895000014 0.60557055170000018 0.49277379045000008 0.22161084545000001 decision_type=10 8 10 10 10 8 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.10526587067855009 0.046715824498373172 0.067256680799283958 -0.01992359808525964 0.036447221440416365 -0.083019703552916338 -0.0015919213637138618 leaf_weight=0.39866312956473848 0.46267175674438377 0.99181323777884245 2.7003133445978156 2.6105479523539534 0.80552287772297759 16.793334663670997 leaf_count=22 2 5 14 13 9 1148 internal_value=-0.000238508 -0.00113251 0.000604371 0.00321894 -0.00144706 0.00224752 internal_weight=24.7629 24.3002 23.9015 21.2012 18.5907 17.7851 internal_count=1213 1211 1189 1175 1162 1153 is_linear=0 shrinkage=0.1 Tree=639 num_leaves=7 num_cat=0 split_feature=9 9 7 9 6 6 split_gain=0.090057 0.165335 0.226431 0.19727 0.401221 0.389981 threshold=7.8464943593056891 7.5456810564319428 77.399719452751199 6.3944237114723839 126.01722756410258 83.360795883618621 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=-0.0027047623740471395 -0.030359675971937977 0.061393125109154949 -0.039808915154670999 -0.063293948686675261 0.02657106034337757 0.033828820135077715 leaf_weight=26.206886445091982 0.96526816559256801 0.91553652006268638 0.29146786863566376 1.3458677517191966 0.78754390031099308 3.2884987988509229 leaf_count=503 345 37 113 117 9 89 internal_value=-0.000254352 0.000630649 0.0369548 -0.000755539 -0.0301205 0.00136844 internal_weight=33.8011 32.8358 1.207 31.6288 2.13341 29.4954 internal_count=1213 868 150 718 126 592 is_linear=0 shrinkage=0.1 Tree=640 num_leaves=2 num_cat=0 split_feature=0 split_gain=0.000283582 threshold=0.0046810000000000003 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.066234023704767928 -0.005794911718116913 leaf_weight=0.0010418160432763557 0.0011498916986196761 leaf_count=105 1108 internal_value=0.0284436 internal_weight=0.00219171 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=641 num_leaves=7 num_cat=0 split_feature=20 20 20 21 19 21 split_gain=0.132799 0.278497 0.38594 0.114227 0.593488 0.846501 threshold=0.91726667690000008 0.73719218350000004 0.67806301170000005 0.52831749655000015 0.23075891465000004 0.21159832495000003 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=0.089665717976585901 0.048833047005122476 -0.037182176613066893 0.072922089158264439 0.017150187011016709 -0.00010225076429859167 -0.078933225285848743 leaf_weight=0.68714191220715293 0.55792316049337287 1.933624556288122 0.7474379763007154 3.5032110027968875 24.442637950969598 1.4425707980990399 leaf_count=23 5 15 6 28 1122 14 internal_value=0.000455693 -0.000368288 0.00194116 0.000177146 -0.00206052 -0.00449546 internal_weight=33.3145 32.7566 30.823 30.0756 26.5724 25.8852 internal_count=1213 1208 1193 1187 1159 1136 is_linear=0 shrinkage=0.1 Tree=642 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 19 split_gain=0.104102 0.329612 0.102082 0.525602 0.440477 0.390342 threshold=0.045530632050000013 0.9405798606500001 0.40212573240000005 0.47672111840000003 0.16093797035000004 0.60557055170000018 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=0.046499289597068193 -0.012423116055768834 -0.088282915563549613 0.058799875721270836 -0.095288605566278606 -0.05438547462150272 0.0056068537117120116 leaf_weight=0.46685589782896386 4.9190555876120925 0.42672223597764869 1.5880666077136991 0.48490798100829124 1.1663587428629396 15.464535212944631 leaf_count=20 32 4 6 5 11 1135 internal_value=-0.000270328 -0.00117823 0.000395223 0.0037664 -0.0013398 0.00139947 internal_weight=24.5165 24.0496 23.6229 18.7039 17.1158 16.6309 internal_count=1213 1193 1189 1157 1151 1146 is_linear=0 shrinkage=0.1 Tree=643 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 20 split_gain=0.0911132 0.340848 0.260021 0.146322 0.518531 0.421938 threshold=0.88726092775000021 0.80522880530000018 0.57329773635000014 0.35318554730000001 0.60478927825000006 0.40189712030000008 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=0.00026553124989440433 -0.029456230136699832 0.053387934069644788 -0.033504690216373548 0.022331426782757947 -0.054743548844812612 0.077359332236774686 leaf_weight=23.612911146514755 1.0356478849425901 1.1819859221577633 2.3233989635482422 2.9600252937525502 1.6871683504432429 0.73192518576979537 leaf_count=1145 11 6 15 18 14 4 internal_value=-0.000256942 0.000673599 -0.00131608 0.00126349 -0.00113208 0.00258335 internal_weight=33.5331 32.4974 31.3154 28.992 26.032 24.3448 internal_count=1213 1202 1196 1181 1163 1149 is_linear=0 shrinkage=0.1 Tree=644 num_leaves=2 num_cat=0 split_feature=0 split_gain=0.000259111 threshold=0.0046810000000000003 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.06581743562006008 -0.0020835788849188205 leaf_weight=0.0010609035720321458 0.0011950611159754487 leaf_count=105 1108 internal_value=0.029848 internal_weight=0.00225596 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=645 num_leaves=7 num_cat=0 split_feature=20 20 20 15 14 16 split_gain=0.108981 0.256686 0.334984 0.0989442 0.148476 0.122313 threshold=0.91726667690000008 0.73719218350000004 0.67806301170000005 4.5000000000000009 3.5000000000000004 2.0000000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0011085624454944877 0.044111677852164036 -0.036024921450854314 0.068006126243378082 -0.076056753023829582 0.077776283284008985 0.072640708394102291 leaf_weight=29.320065151896422 0.56232230365276237 1.8933152053505171 0.7481856495141973 0.47878194501208682 0.09319855327521509 0.062544192114728503 leaf_count=1000 5 15 6 91 11 85 internal_value=0.000463233 -0.000289756 0.00191389 0.000263079 -0.038805 -0.0588764 internal_weight=33.1584 32.5961 30.7028 29.9546 0.634525 0.541326 internal_count=1213 1208 1193 1187 187 176 is_linear=0 shrinkage=0.1 Tree=646 num_leaves=7 num_cat=0 split_feature=21 19 19 21 21 20 split_gain=0.0963525 0.304924 0.0929591 0.547941 0.484265 0.27905 threshold=0.045530632050000013 0.9405798606500001 0.23075891465000004 0.59547364865000019 0.52831749655000015 0.78051033435000006 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.045301025136838473 0.018346495344014665 -0.087140779425767562 -0.0033444920335621306 -0.041096209386429522 0.062646540420934635 0.049116387824478108 leaf_weight=0.45496910213410047 2.5524755320511758 0.40539884194731612 15.332755174757059 3.0410958342254153 1.3399573192000378 1.0857357792556275 leaf_count=20 17 4 1138 22 6 6 internal_value=-0.0002839 -0.00115688 0.00033583 -0.0018744 0.00484225 0.000124685 internal_weight=24.2124 23.7574 23.352 20.7995 17.7584 16.4185 internal_count=1213 1193 1189 1172 1150 1144 is_linear=0 shrinkage=0.1 Tree=647 num_leaves=7 num_cat=0 split_feature=0 4 4 5 2 0 split_gain=0.0859645 0.646756 0.622092 0.261496 0.372123 0.147229 threshold=5.1500000000000012e-05 163.00000000000003 109.00000000000001 63.000000000000007 2.5000000000000004 0.27086550000000004 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=-0.07789219084047086 0.10792313443212226 0.077555251100906289 -0.081561400043300619 0.010798468309939033 0.02295623471255448 -0.0040345105674032553 leaf_weight=0.8085890114307428 0.53241097927093761 0.40008820593357086 0.91106380801648135 10.050992557195867 0.54408241622149955 20.021483799439011 leaf_count=60 1 5 38 524 16 569 internal_value=-0.000257103 -0.026437 0.000729891 -0.00108029 -0.042482 0.000923051 internal_weight=33.2687 1.20868 32.06 31.5276 1.45515 30.0725 internal_count=1213 65 1148 1147 54 1093 is_linear=0 shrinkage=0.1 Tree=648 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000284008 threshold=5505.5000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0073763254890431649 0.063210650002403584 leaf_weight=0.001063273720167679 0.0012287007356164281 leaf_count=1002 211 internal_value=0.0304645 internal_weight=0.00229197 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=649 num_leaves=7 num_cat=0 split_feature=19 19 4 0 4 2 split_gain=0.140608 0.172847 0.105481 0.232595 0.225881 0.629272 threshold=0.76411970895000014 0.63319291535000011 126.00000000000001 0.043260000000000007 219.50000000000003 3.5000000000000004 decision_type=10 10 8 10 8 8 left_child=1 2 3 -1 -4 -6 right_child=-2 -3 4 -5 5 -7 leaf_value=0.013285820178398751 0.026778589301229047 -0.034814725290449516 0.018855683971027368 -0.033807234150448277 -0.051768643782830387 0.0042109484742327181 leaf_weight=1.8119213338941396 1.9131489396095265 1.4540783390402783 6.6064351191744235 2.4901362266391516 2.289201331324878 16.35132998764675 leaf_count=43 17 12 170 25 37 909 internal_value=0.000468187 -0.00115538 0.000500959 -0.0139728 0.00296727 -0.00266378 internal_weight=32.9163 31.0031 29.549 4.30206 25.247 18.6405 internal_count=1213 1196 1184 68 1116 946 is_linear=0 shrinkage=0.1 Tree=650 num_leaves=7 num_cat=0 split_feature=0 2 5 3 0 0 split_gain=0.094341 0.157443 0.154957 0.24842 0.136517 0.415387 threshold=60.179807500000003 79.000000000000014 7441.0000000000009 11.500000000000002 19.409948500000002 30.036528000000001 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=-0.0024938043599981672 0.044941888766024458 -0.061720700656440954 0.032201819038009477 -0.059951907646399287 0.071913718600378582 -0.031598149976793249 leaf_weight=19.458279613719032 0.45158301340415974 0.42216083679340854 1.3958234145286486 0.71942723826214106 0.91395713773090281 0.67326050135307014 leaf_count=911 15 26 117 90 17 37 internal_value=-0.000333559 -0.00120053 -9.73999e-05 -0.00216881 -0.000193527 0.0280064 internal_weight=24.0345 23.5829 23.1607 21.7649 21.0455 1.58722 internal_count=1213 1198 1172 1055 965 54 is_linear=0 shrinkage=0.1 Tree=651 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 21 split_gain=0.103824 0.197081 0.564867 0.241668 0.492903 0.526658 threshold=0.88018356465000014 0.70900696330000013 0.60557055170000018 0.85846023185000009 0.49277379045000008 0.22161084545000001 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=-0.088518644494444382 -0.02862457030752005 0.027742440825808925 -0.080022873931475599 -0.042643219370787744 0.067358434578780269 0.0024420315127156801 leaf_weight=0.65291392667395698 1.2390724625438441 2.51525580510497 0.88672565296292205 1.2129655042663205 1.1393345370888699 25.371947920969454 leaf_count=24 8 12 12 13 6 1138 internal_value=-0.000226052 0.000881209 -0.00142754 0.0010284 0.00297847 0.000160002 internal_weight=33.0182 31.7791 29.2639 28.3772 27.1642 26.0249 internal_count=1213 1205 1193 1181 1168 1162 is_linear=0 shrinkage=0.1 Tree=652 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000263015 threshold=5505.5000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0067442965715838344 0.062019850280893823 leaf_weight=0.0010621275944631137 0.0011678089329425489 leaf_count=1002 211 internal_value=0.0292672 internal_weight=0.00222994 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=653 num_leaves=7 num_cat=0 split_feature=19 19 0 0 0 0 split_gain=0.115986 0.154122 0.101125 0.650662 0.530497 0.386479 threshold=0.76411970895000014 0.63319291535000011 0.033085500000000004 0.030394000000000001 0.037647000000000007 0.0080415000000000018 decision_type=10 10 8 8 8 8 left_child=1 2 3 5 -4 -1 right_child=-2 -3 4 -5 -6 -7 leaf_value=-0.012853774784966333 0.024186392494803425 -0.033148651568225516 0.085124045268331575 -0.10841763976488275 0.00038278841514956605 0.073907568087477726 leaf_weight=2.8341488562655353 1.9474765546619881 1.4204641431570042 0.76168242888525384 0.61946654628263775 24.528597292533959 0.62700625308207225 leaf_count=130 17 12 26 5 915 108 internal_value=0.000519035 -0.000977866 0.000578009 -0.0140298 0.00293499 0.00286349 internal_weight=32.7388 30.7914 29.3709 4.08062 25.2903 3.46116 internal_count=1213 1196 1184 243 941 238 is_linear=0 shrinkage=0.1 Tree=654 num_leaves=7 num_cat=0 split_feature=19 21 19 19 19 19 split_gain=0.0965337 0.364842 0.114604 0.408555 0.471502 0.355652 threshold=0.96640487470000014 0.10560630940000001 0.70900696330000013 0.60557055170000018 0.49277379045000008 0.40212573240000005 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=-0.099814291451087417 0.046162120545673535 -0.0032953759609325611 -0.017401459852158015 0.049356969258941952 -0.081949973743343174 0.041466613819877624 leaf_weight=0.37007315734877011 0.43629013746976752 15.36672317347986 3.1635827347636214 1.7412141934037197 0.69797787815332313 2.006849229335784 leaf_count=22 2 1144 17 10 9 9 internal_value=-0.000442741 -0.00131368 0.000272843 0.00309497 -0.00136243 0.00187515 internal_weight=23.7827 23.3464 22.9763 19.8128 18.0716 17.3736 internal_count=1213 1211 1189 1172 1162 1153 is_linear=0 shrinkage=0.1 Tree=655 num_leaves=7 num_cat=0 split_feature=19 19 19 20 19 19 split_gain=0.0894113 0.284215 0.212238 0.273167 0.166699 0.409428 threshold=0.094494154350000012 0.23075891465000004 0.3868135538000001 0.40189712030000008 0.70900696330000013 0.54531097095000014 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=0.030009683398813627 -0.042855217862435228 0.030085676506065608 -0.034633254689027164 0.00087769144736068831 0.023433380393773368 -0.080729053205002163 leaf_weight=0.95130112132853384 1.5508654229342935 2.3221934027969837 2.2693196022883058 21.956820941822134 3.0684819500893346 0.63249755278229614 leaf_count=23 12 12 21 1122 15 8 internal_value=-0.000199329 -0.00110303 0.00103758 -0.00137782 0.00156347 -0.00140729 internal_weight=32.7515 31.8002 30.2493 27.9271 25.6578 22.5893 internal_count=1213 1190 1178 1166 1145 1130 is_linear=0 shrinkage=0.1 Tree=656 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000245496 threshold=5505.5000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.007349694652579993 0.060330579902296733 leaf_weight=0.0010439481198440959 0.0011013728146567203 leaf_count=1002 211 internal_value=0.0273963 internal_weight=0.00214532 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=657 num_leaves=7 num_cat=0 split_feature=19 20 20 19 19 19 split_gain=0.0980551 0.134415 0.227978 0.226817 0.137881 0.460903 threshold=0.76411970895000014 0.73719218350000004 0.67806301170000005 0.63319291535000011 0.47672111840000003 0.40212573240000005 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=0.0015330475544149352 0.022213544972960769 -0.027665318137775743 0.060342734120560786 -0.055079035698337421 0.033215476233843771 -0.08295859250681295 leaf_weight=25.519605405528655 1.9649646580219258 1.7593520870432247 0.62913378328084846 0.74198444932699104 1.2636555097997177 0.66238591820001502 leaf_count=1154 17 14 5 8 11 4 internal_value=0.000559808 -0.000831763 0.000806508 -0.000522311 0.000952613 -0.000604531 internal_weight=32.5411 30.5761 28.8168 28.1876 27.4456 26.182 internal_count=1213 1196 1182 1177 1169 1158 is_linear=0 shrinkage=0.1 Tree=658 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 21 split_gain=0.103774 0.779222 1.00007 0.387266 0.509637 0.369434 threshold=0.57329773635000014 0.23075891465000004 0.40212573240000005 0.59547364865000019 0.76411970895000014 0.30468621685000002 decision_type=8 8 8 8 10 10 left_child=5 -2 -3 -4 -5 -1 right_child=1 2 3 4 -6 -7 leaf_value=0.011465675763431833 0.067608876536318988 -0.095254061557640435 0.067856156848450006 0.0035716782806890696 -0.099712298745805783 -0.033316062877112522 leaf_weight=3.7896814775879193 1.7212856560945509 1.0991800762712953 0.88624641299247742 11.931087229597326 0.49767175316810686 3.5847763866186142 leaf_count=44 7 9 3 1123 3 24 internal_value=-0.000475513 0.004016 -0.00357801 0.00399003 -0.000564014 -0.010303 internal_weight=23.5099 16.1355 14.4142 13.315 12.4288 7.37446 internal_count=1213 1145 1138 1129 1126 68 is_linear=0 shrinkage=0.1 Tree=659 num_leaves=7 num_cat=0 split_feature=6 7 4 2 8 10 split_gain=0.0846905 0.470798 0.284067 0.417857 0.476537 0.352814 threshold=102.89534848639566 58.679758647883141 343.00000000000006 3.5000000000000004 4.9989183099511179 35.000000000000007 decision_type=10 10 10 10 10 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.0013779589705419889 -0.062880822642064571 0.054057544199459129 0.050566883360373571 0.065329124864850582 -0.061160992283520815 0.053127592043734823 leaf_weight=26.257633405884011 0.90850021969526906 1.6269204286652428 1.1187432967126372 0.4972620410844687 1.7615896770968649 0.31902655097655941 leaf_count=567 31 41 15 7 430 122 internal_value=-0.000218416 0.00185642 -0.0127818 -0.000469186 -0.0226177 -0.0436368 internal_weight=32.4897 27.8846 4.60512 3.69662 2.57788 2.08062 internal_count=1213 608 605 574 559 552 is_linear=0 shrinkage=0.1 Tree=660 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000222899 threshold=5505.5000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0064299038861927562 0.058845789856564384 leaf_weight=0.0010416682937037791 0.0010508712785561869 leaf_count=1002 211 internal_value=0.0263515 internal_weight=0.00209254 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=661 num_leaves=7 num_cat=0 split_feature=20 20 20 4 5 4 split_gain=0.10351 0.22773 0.264485 0.0945761 0.217497 0.209668 threshold=0.91726667690000008 0.73719218350000004 0.67806301170000005 126.00000000000001 63.000000000000007 219.50000000000003 decision_type=10 10 10 8 10 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.018201440333231983 0.04358408748797335 -0.034498777602190139 0.061399979607827219 0.018266003627195857 -0.029365573794912243 -0.0026644361554920681 leaf_weight=1.4518789313733673 0.54937011748552222 1.8242142191156734 0.72875647991895576 6.466434299945834 2.8446451760828495 18.417381675208162 leaf_count=39 5 15 6 170 29 949 internal_value=0.00054803 -0.000197014 0.00189512 0.00040903 -0.0132918 0.00277465 internal_weight=32.2827 31.7333 29.9091 29.1803 4.29652 24.8838 internal_count=1213 1208 1193 1187 68 1119 is_linear=0 shrinkage=0.1 Tree=662 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 19 split_gain=0.255257 0.220514 0.144597 0.249328 0.28352 0.239716 threshold=0.094494154350000012 0.11576655965000002 0.84483228280000011 0.86261934210000013 0.70900696330000013 0.63319291535000011 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=-0.081088839697308401 0.063589841106730841 -0.0020758027425168699 -0.034197388357202881 0.03942637031447245 -0.047243153789306075 0.040787218212697526 leaf_weight=0.38770088944647796 0.54488980770111084 16.726002190756866 1.2249947674572457 1.5740350186824787 1.2904661968350399 1.4151535555720318 leaf_count=23 3 1152 10 8 8 9 internal_value=-0.00062976 0.000739869 -0.00080063 0.00114698 -0.00195379 0.00126785 internal_weight=23.1632 22.7755 22.2307 21.0057 19.4316 18.1412 internal_count=1213 1190 1187 1177 1169 1161 is_linear=0 shrinkage=0.1 Tree=663 num_leaves=7 num_cat=0 split_feature=19 19 20 19 21 20 split_gain=0.0848072 0.236815 0.220031 0.373103 0.511492 0.338741 threshold=0.094494154350000012 0.23075891465000004 0.80539130785000002 0.2809201300000001 0.85846023185000009 0.69019084205000014 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=0.029356997768766876 -0.039865985105601465 0.086211596206026864 -0.041070581000714937 0.00077560250300058359 -0.095215504519044786 0.057320892333995711 leaf_weight=0.94866279145220034 1.4922742471098898 0.52536197006702423 1.1955743944272388 26.370640074379498 0.54015215765684743 1.1037811264395703 leaf_count=23 12 2 9 1149 11 7 internal_value=-9.82004e-05 -0.000993014 0.000957823 0.00271845 0.00115269 0.0030473 internal_weight=32.1764 31.2278 29.7355 28.5399 28.0146 27.4744 internal_count=1213 1190 1178 1169 1167 1156 is_linear=0 shrinkage=0.1 Tree=664 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000197446 threshold=5275.5000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0062215038342088511 0.056213843412310088 leaf_weight=0.0010247113485517545 0.0010015919963919373 leaf_count=990 223 internal_value=0.02464 internal_weight=0.0020263 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=665 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.0968335 0.577384 0.489067 0.355883 0.259881 0.435682 threshold=0.033085500000000004 0.030394000000000001 0.037647000000000007 0.0080415000000000018 0.048128000000000004 0.055514500000000008 decision_type=8 8 8 8 8 8 left_child=1 3 -2 -1 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=-0.012639645193823591 0.084587090986634542 -0.10365421825359303 -0.035636388775327883 0.072942372950953252 0.061893009597663896 0.00028411569878777264 leaf_weight=2.8170318663906069 0.71080300677567976 0.60825314244721074 1.8487585457041884 0.5871728869533398 1.2046499714488188 24.341764279544805 leaf_count=130 26 5 28 108 29 887 internal_value=0.000619347 -0.0139128 0.00269398 0.00212193 0.000569159 0.0031893 internal_weight=32.1184 4.01246 28.106 3.4042 27.3952 25.5464 internal_count=1213 243 970 238 944 916 is_linear=0 shrinkage=0.1 Tree=666 num_leaves=7 num_cat=0 split_feature=21 19 0 0 4 4 split_gain=0.0964504 0.293274 0.0902966 0.230851 0.222609 0.143696 threshold=0.045530632050000013 0.9405798606500001 0.0016035000000000001 0.00023600000000000002 115.00000000000001 126.00000000000001 decision_type=8 10 8 10 8 10 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=0.046603751420608304 0.03059143714724552 -0.087207861433750089 -0.077509797930809365 0.062330384645439302 -0.00020840632779806539 -0.080211109098513506 leaf_weight=0.42273321740390202 0.22204012807925255 0.39326128736138244 0.37941139882605313 0.71919652074575424 20.556723221845459 0.247512879781425 leaf_count=20 22 4 36 11 1074 46 internal_value=-0.0007201 -0.00160851 -8.70157e-05 0.0267231 -0.00160929 -0.0278153 internal_weight=22.9409 22.5181 22.1249 1.18875 20.9361 0.469553 internal_count=1213 1193 1189 79 1110 68 is_linear=0 shrinkage=0.1 Tree=667 num_leaves=7 num_cat=0 split_feature=6 7 4 2 8 10 split_gain=0.0773236 0.41732 0.254008 0.371457 0.427717 0.316491 threshold=102.89534848639566 69.792058971722028 343.00000000000006 3.5000000000000004 4.9989183099511179 35.000000000000007 decision_type=10 10 10 10 10 10 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.0010502716577368949 -0.060877263963958872 0.053909694824812227 0.04833576819184441 0.063452410541120663 -0.05925211370226055 0.051010610408452672 leaf_weight=26.040800960014288 0.86803376208990712 1.4589861437713683 1.0816260501742365 0.473917227238417 1.6866508105080482 0.30782782114692953 leaf_count=579 31 29 15 7 430 122 internal_value=-0.000107233 0.0018656 -0.012387 -0.000530342 -0.021943 -0.0422342 internal_weight=31.9178 27.4998 4.41806 3.55002 2.4684 1.99448 internal_count=1213 608 605 574 559 552 is_linear=0 shrinkage=0.1 Tree=668 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=669 num_leaves=7 num_cat=0 split_feature=10 13 4 0 0 0 split_gain=0.0968116 0.200724 0.0987895 0.269852 0.894926 0.585028 threshold=30.500000000000004 49191.500000000007 126.00000000000001 0.16056050000000002 0.19793400000000003 0.03899650000000001 decision_type=10 10 8 8 8 10 left_child=2 -2 -1 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=-0.012805607661312893 0.053889012059051923 -0.072386623453651336 -0.010867875581727452 -0.10158893147124991 0.0021003981214486717 0.045967926897284524 leaf_weight=4.2471233103424373 0.17289960957714257 0.46289636690380576 3.332196963317986 0.87095271470025437 18.791977580622188 3.9672987821977586 leaf_count=68 110 97 215 50 505 168 internal_value=0.000583098 -0.038047 0.00137006 0.00360302 -0.00249243 0.0200226 internal_weight=31.8453 0.635796 31.2095 26.9624 19.6629 7.2995 internal_count=1213 207 1006 938 555 383 is_linear=0 shrinkage=0.1 Tree=670 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 20 split_gain=0.0943289 0.6887 0.897519 0.325498 0.460664 0.306088 threshold=0.57329773635000014 0.23075891465000004 0.40212573240000005 0.59547364865000019 0.76411970895000014 0.73719218350000004 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=-0.01010065499684052 0.065474697549594049 -0.09360304315991344 0.063429635638150239 0.00013661519095982291 -0.098131099546862485 0.08369322802754596 leaf_weight=7.1639850106926133 1.6203605383634565 1.0222736671566961 0.85301148891448975 11.16513076749106 0.46457821130752641 0.45633253455162126 leaf_count=68 7 9 3 1121 3 2 internal_value=-0.000603295 0.0037633 -0.00339896 0.00372778 -0.000485875 0.00341758 internal_weight=22.7457 15.5817 13.9613 12.9391 12.086 11.6215 internal_count=1213 1145 1138 1129 1126 1123 is_linear=0 shrinkage=0.1 Tree=671 num_leaves=7 num_cat=0 split_feature=4 4 4 9 8 5 split_gain=0.0811455 0.221815 0.245821 0.334024 0.538655 0.324228 threshold=32495.000000000004 2133.0000000000005 999.50000000000011 6.3944237114723839 5.2927476730057128 169.00000000000003 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=0.0011046447771779909 0.036860593943569352 -0.036391926329599734 0.035473869900383356 -0.05185955449816209 0.058382597779604598 -0.039407662452695419 leaf_weight=22.388975813984892 0.58131651699659315 1.6617056474416916 1.9494805108586621 1.246157155218788 1.5462258420884598 2.1666721656384871 leaf_count=337 68 442 199 67 34 66 internal_value=-0.000155149 -0.000850188 0.00116568 -0.00127995 0.00113483 -0.00246997 internal_weight=31.5405 30.9592 29.2975 27.348 26.1019 24.5556 internal_count=1213 1145 703 504 437 403 is_linear=0 shrinkage=0.1 Tree=672 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000169332 threshold=4978.5000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0039876520894104994 0.053901154591601885 leaf_weight=0.0010170844803170098 0.0010041949851196108 leaf_count=971 242 internal_value=0.0247722 internal_weight=0.00202128 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=673 num_leaves=7 num_cat=0 split_feature=20 20 20 15 14 16 split_gain=0.0995706 0.206791 0.241021 0.0957021 0.125881 0.114534 threshold=0.91726667690000008 0.73719218350000004 0.67806301170000005 4.5000000000000009 3.5000000000000004 2.0000000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0012241977662784031 0.043702176714055838 -0.033371886181084817 0.058935644494674228 -0.075940639885313257 0.077283843403540983 0.072801005713887729 leaf_weight=27.950362914576559 0.52598972618579765 1.7693097135052074 0.72097586840391059 0.44043177431922131 0.079153019215482345 0.058664429401687812 leaf_count=1000 5 15 6 91 11 85 internal_value=0.000557651 -0.000173953 0.00183419 0.000391122 -0.0398766 -0.0584573 internal_weight=31.5449 31.0189 29.2496 28.5286 0.578249 0.499096 internal_count=1213 1208 1193 1187 187 176 is_linear=0 shrinkage=0.1 Tree=674 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 19 split_gain=0.242096 0.178839 0.12611 0.220459 0.243986 0.224417 threshold=0.094494154350000012 0.11576655965000002 0.84483228280000011 0.86261934210000013 0.70900696330000013 0.63319291535000011 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=-0.080911399648486704 0.05972959063222643 -0.0019382360126737504 -0.03230399077588661 0.038204195709665045 -0.044599913605297914 0.039950265974851351 leaf_weight=0.36867008827425707 0.50320949405431747 16.33627468757188 1.1840978823602188 1.4971821717917908 1.2366652488708485 1.387625366449355 leaf_count=23 3 1152 10 8 8 9 internal_value=-0.000542259 0.000795723 -0.000574589 0.00126191 -0.00165516 0.00134126 internal_weight=22.5137 22.1451 21.6418 20.4577 18.9606 17.7239 internal_count=1213 1190 1187 1177 1169 1161 is_linear=0 shrinkage=0.1 Tree=675 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 21 split_gain=0.0833601 0.394347 0.469661 0.195931 0.46626 0.493195 threshold=0.79045400760000006 0.70900696330000013 0.60557055170000018 0.85846023185000009 0.49277379045000008 0.22161084545000001 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=-0.088160328468261023 -0.018002559405133404 0.058832458129401424 -0.079135898220221407 -0.040980927102559267 0.066404235675502063 0.0022714387231754941 leaf_weight=0.6185595709179097 2.4192498149350277 1.1449654400348652 0.7495274031534781 1.0618257522582997 1.1049438342452038 24.102482577070099 leaf_count=24 14 6 12 13 6 1138 internal_value=-0.000174121 0.00132442 -0.00105804 0.00111847 0.00284937 8.69289e-06 internal_weight=31.2016 28.7823 27.6373 26.8878 25.826 24.721 internal_count=1213 1199 1193 1181 1168 1162 is_linear=0 shrinkage=0.1 Tree=676 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000178573 threshold=5505.5000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0040937515623086325 0.055066955898025821 leaf_weight=0.0010384353155776793 0.0010030144302035637 leaf_count=1002 211 internal_value=0.0249734 internal_weight=0.00204145 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=677 num_leaves=7 num_cat=0 split_feature=19 21 20 20 19 20 split_gain=0.0943646 0.143868 0.201369 0.420944 0.285059 0.127008 threshold=0.76411970895000014 0.16093797035000004 0.69019084205000014 0.55854025360000015 0.63319291535000011 0.46075395060000007 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=0.042848539899304726 0.022108315516612784 -0.0021999991947861744 -0.034542825340236151 0.065430664457443152 -0.078515645052931377 0.031504126611186851 leaf_weight=0.7391680052405718 1.9306424111127842 24.36634037698061 1.7663658196106542 0.95737750083207984 0.4790182076394548 1.1718306429684151 leaf_count=24 17 1133 14 11 5 9 internal_value=0.000690313 -0.000712345 -0.00183266 0.000309291 -0.00208704 -0.00065347 internal_weight=31.4107 29.4801 28.7409 26.9746 26.0172 25.5382 internal_count=1213 1196 1172 1158 1147 1142 is_linear=0 shrinkage=0.1 Tree=678 num_leaves=7 num_cat=0 split_feature=7 2 14 5 3 0 split_gain=0.0974201 0.205909 0.418803 0.0994634 0.18355 0.287265 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 44725.000000000007 13.500000000000002 19.409948500000002 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.0047155409828701514 0.077030819923786742 -0.076312591790897333 0.07238410432675732 0.034764334818254715 -0.039273870618650716 0.040176608460815749 leaf_weight=17.393628530372339 0.48952257726341364 0.40130298864096414 0.35872951667988673 0.70018998566160817 1.3444818143789223 1.552657407359219 leaf_count=812 4 66 62 49 170 50 internal_value=-0.000676741 0.0264495 -0.00612889 -0.00229152 -0.00357024 -0.00103661 internal_weight=22.2405 1.24956 0.760033 20.991 20.2908 18.9463 internal_count=1213 132 128 1081 1032 862 is_linear=0 shrinkage=0.1 Tree=679 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 6 split_gain=0.0822488 0.445183 0.303405 0.658642 0.423336 0.401136 threshold=5.1500000000000012e-05 0.00023600000000000002 0.030394000000000001 0.033085500000000004 0.037647000000000007 108.53414716877215 decision_type=8 8 8 8 8 8 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=-0.026770565684112724 0.075516513197017701 -0.079444029344002118 0.1066469683354109 -0.082897237145750272 0.00074676505753458315 0.040430721922163661 leaf_weight=1.1240298505872512 0.77637751534075761 1.0182682694555205 0.57874183761305431 0.61925989850351726 26.432474482586681 0.38457797694689344 leaf_count=65 5 94 5 26 944 74 internal_value=-0.000216048 0.000785239 -0.00121314 0.00109028 -0.00116799 -0.0465814 internal_weight=30.9337 29.8097 29.0333 27.6305 27.0517 1.40285 internal_count=1213 1148 1143 975 970 168 is_linear=0 shrinkage=0.1 Tree=680 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000159885 threshold=5422.0000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0023616131244463138 0.053480788107889289 leaf_weight=0.0010512845110639546 0.0010008284781530818 leaf_count=993 220 internal_value=0.0248731 internal_weight=0.00205211 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=681 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 20 split_gain=0.0942977 0.185938 0.213372 0.106012 0.138983 0.376294 threshold=0.91726667690000008 0.73719218350000004 0.67806301170000005 0.58816367370000011 0.46075395060000007 0.40189712030000008 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=0.0016852668696125653 0.043086537829822878 -0.031940078362374329 0.05634915954158827 -0.0309427290648111 0.029858564613078082 -0.081734005844356736 leaf_weight=25.054443176913104 0.51542926579713721 1.7249544356018294 0.70112590491771598 1.0328863151371468 1.6464278884232033 0.55267593264579673 leaf_count=1160 5 15 6 9 15 3 internal_value=0.000668356 -4.35219e-05 0.00185454 0.000503798 0.0016956 -0.000115163 internal_weight=31.2279 30.7125 28.9876 28.2864 27.2535 25.6071 internal_count=1213 1208 1193 1187 1178 1163 is_linear=0 shrinkage=0.1 Tree=682 num_leaves=7 num_cat=0 split_feature=0 4 3 6 9 2 split_gain=0.0927938 0.16821 0.247776 0.221125 0.154819 0.341611 threshold=60.179807500000003 56582.000000000007 54.500000000000007 125.91924795738852 7.9538636625854737 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.00010436375554964516 0.046772274701497599 -0.064490987581464057 0.076365662752773344 -0.070242547796556462 0.034766770996237588 -0.072985883833549703 leaf_weight=18.458951295058363 0.40540928719565172 0.41599189874250342 0.41354096197755907 0.46164285180270681 1.1886643522884686 0.66240709430348843 leaf_count=783 15 35 41 62 82 195 internal_value=-0.000627373 -0.00151697 -0.00028041 -0.00180635 -0.000250807 -0.00242765 internal_weight=22.0066 21.6012 21.1852 20.7717 20.31 19.1214 internal_count=1213 1198 1163 1122 1060 978 is_linear=0 shrinkage=0.1 Tree=683 num_leaves=7 num_cat=0 split_feature=5 10 6 6 9 6 split_gain=0.0761732 0.1743 0.128221 0.435607 0.369799 0.418156 threshold=4795.5000000000009 41.000000000000007 83.360795883618621 102.89534848639566 6.0571087714577647 92.018638466622647 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=-0.0025465782531127633 -0.046627911231865715 0.066735285405323017 0.082105000286005828 -0.0070518427754733097 -0.078522379157161162 0.066223014551984025 leaf_weight=23.976202458260737 0.81321641901020569 0.16277763666585088 1.335362273268401 3.6198314191351528 0.38713725101843 0.41197555186226964 leaf_count=504 219 30 11 403 39 7 internal_value=-0.000231745 -0.027721 0.000670674 0.0140759 0.0499061 -0.00390017 internal_weight=30.7065 0.975994 29.7305 5.75431 2.13448 0.799113 internal_count=1213 249 964 460 57 46 is_linear=0 shrinkage=0.1 Tree=684 num_leaves=2 num_cat=0 split_feature=4 split_gain=2.96146e-05 threshold=1650.5000000000002 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.01178375589242131 0.036040455237199363 leaf_weight=0.0010130087987452185 0.0010003399199778329 leaf_count=662 551 internal_value=0.0238358 internal_weight=0.00201335 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=685 num_leaves=7 num_cat=0 split_feature=15 14 16 11 14 5 split_gain=0.0914103 0.11061 0.105789 0.104511 0.203109 0.175228 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.5000000000000009 4.5000000000000009 1157.0000000000002 decision_type=10 10 10 10 10 10 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.00019601234487147867 -0.075872267175202734 0.076912772798746518 0.072595444190159078 -0.078195533126690364 -0.062763256453846811 0.063753539722443908 leaf_weight=29.260075091420738 0.40573470551498658 0.06964626460467116 0.054431454227596987 0.096635453402994953 0.19325413787737489 0.86890253202000167 leaf_count=804 91 11 85 1 5 216 internal_value=0.000645242 -0.0405348 -0.0583105 0.00136248 0.0308165 0.0495466 internal_weight=30.9487 0.529812 0.460166 30.4189 1.15879 0.965538 internal_count=1213 187 176 1026 222 217 is_linear=0 shrinkage=0.1 Tree=686 num_leaves=7 num_cat=0 split_feature=21 19 5 0 4 4 split_gain=0.0920507 0.279753 0.0861166 0.160252 0.202593 0.117428 threshold=0.045530632050000013 0.9405798606500001 59.000000000000007 0.0016035000000000001 115.00000000000001 126.00000000000001 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=0.046432350522280626 -0.075370026795002099 -0.086674737510627889 0.040739217368323241 -0.077346940374839218 0.078221104933450747 -0.00079699851295597212 leaf_weight=0.40763893620442104 0.15051486808807624 0.37911827489733596 0.94676824659109371 0.34487636014819401 0.1899143978953387 19.363457793904672 leaf_count=20 117 4 13 18 2 1039 internal_value=-0.00064082 -0.00153856 -1.24677e-06 0.000542966 -0.00136959 -2.9526e-05 internal_weight=21.7823 21.3746 20.9955 20.845 19.8982 19.5534 internal_count=1213 1193 1189 1072 1059 1041 is_linear=0 shrinkage=0.1 Tree=687 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 19 split_gain=0.0730146 0.342046 0.416817 0.194297 0.627418 0.429785 threshold=0.79045400760000006 0.70900696330000013 0.60557055170000018 0.59547364865000019 0.31709358510000007 0.2809201300000001 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.021021798659121609 -0.016946727984525432 0.055634398239833821 -0.078646949844339134 -0.0016678348446193501 -0.093913512627436288 0.097525190476473622 leaf_weight=4.0865254061827603 2.3981800377368918 1.1100079938769329 0.67419516481459041 21.018680908372538 0.72942603100091119 0.44607695937156577 leaf_count=43 14 6 12 1122 15 1 internal_value=-0.000198892 0.00123223 -0.00100806 0.000983657 -0.00270588 0.000393578 internal_weight=30.4631 28.0649 26.9549 26.2807 22.1942 21.4648 internal_count=1213 1199 1193 1181 1138 1123 is_linear=0 shrinkage=0.1 Tree=688 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000149621 threshold=5454.0000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0014877873959624668 0.052259720493420453 leaf_weight=0.0010741672496186183 0.0010002090122309681 leaf_count=997 216 internal_value=0.0244278 internal_weight=0.00207438 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=689 num_leaves=7 num_cat=0 split_feature=21 20 20 19 19 19 split_gain=0.0978041 0.349463 0.371072 0.35775 0.137464 0.131943 threshold=0.77990823500000006 0.84483228280000011 0.78051033435000006 0.20868862815000003 0.76411970895000014 0.40212573240000005 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.075447645258610363 -0.018951742548695139 0.062224072172019945 -0.081417685377541085 0.00073029309269260839 0.032342511985327407 -0.024105560383838005 leaf_weight=0.64394060824361077 2.367868695408105 0.93798419088125129 0.54659916553646226 22.659753462103275 1.2518133185803879 2.3620565440505734 leaf_count=23 20 9 5 1124 10 22 internal_value=0.000574172 0.00220203 0.000152101 0.00180849 3.66725e-06 -0.00161421 internal_weight=30.77 28.4021 27.4642 26.9176 26.2736 25.0218 internal_count=1213 1193 1184 1179 1156 1146 is_linear=0 shrinkage=0.1 Tree=690 num_leaves=7 num_cat=0 split_feature=7 2 14 0 0 3 split_gain=0.0871434 0.187913 0.375895 0.0989203 0.318945 0.263917 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 5.0060315000000015 0.0080415000000000018 1.5000000000000002 decision_type=10 8 10 8 10 8 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.056138579695134951 0.075908310097860907 -0.076188613979798148 0.071681982845683584 0.0014292183345654453 -0.042135687788754025 -0.019934582855778409 leaf_weight=0.83304130018223665 0.45859506074339029 0.36570710362866532 0.32440675306133926 16.375195828062715 2.1636594622495977 1.0076998554766305 leaf_count=77 4 66 62 338 614 52 internal_value=-0.000505534 0.0262926 -0.00667803 -0.00201603 -0.0161047 0.0144929 internal_weight=21.5283 1.14871 0.690114 20.3796 4.0044 1.84074 internal_count=1213 132 128 1081 743 129 is_linear=0 shrinkage=0.1 Tree=691 num_leaves=7 num_cat=0 split_feature=0 0 7 0 0 5 split_gain=0.0708505 0.197329 0.324993 0.233276 0.192538 0.591246 threshold=45.141901000000011 24.013543000000002 81.226848822243241 14.857993000000002 7.6228285000000016 573.50000000000011 decision_type=10 10 10 10 10 8 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.00078998657370764856 0.035217551560274729 -0.077748679546761165 0.046198876839846283 0.045420607367740062 -0.088830184170314408 0.045070850068311963 leaf_weight=26.102270808181384 0.55365080942283285 0.76238782983273157 0.29278264939785004 1.1197032689815376 0.8578788638114917 0.53566830354975548 leaf_count=1011 25 83 5 27 11 51 internal_value=-0.000226131 -0.000887505 -0.0433564 0.000678497 -0.00114352 -0.0373597 internal_weight=30.2243 29.6707 1.05517 28.6155 27.4958 1.39355 internal_count=1213 1188 88 1100 1073 62 is_linear=0 shrinkage=0.1 Tree=692 num_leaves=2 num_cat=0 split_feature=0 split_gain=0.000296004 threshold=0.0062705000000000009 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.064846345992188109 -0.0099361835186833961 leaf_weight=0.0010006498572252553 0.001123648587710413 leaf_count=115 1098 internal_value=0.0252901 internal_weight=0.0021243 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=693 num_leaves=7 num_cat=0 split_feature=10 13 21 21 19 19 split_gain=0.0932088 0.166678 0.0898936 0.315113 0.337482 0.647544 threshold=30.500000000000004 49191.500000000007 0.77990823500000006 0.59547364865000019 0.31709358510000007 0.60557055170000018 decision_type=10 10 10 10 8 8 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.046934385765457803 0.05207841694716691 -0.07224078601709992 -0.017629255846660027 0.051290052331174389 -0.070536742153088097 0.0014823498076616298 leaf_weight=1.4728335515210345 0.14566564417327654 0.41537287190931238 2.3434201516211024 1.276697315275668 1.318214440718293 23.592598334667873 leaf_count=21 110 97 20 9 12 944 internal_value=0.000420901 -0.0399631 0.00117604 0.00276925 0.000421339 -0.00232871 internal_weight=30.5648 0.561039 30.0038 27.6603 26.3836 24.9108 internal_count=1213 207 1006 986 977 956 is_linear=0 shrinkage=0.1 Tree=694 num_leaves=7 num_cat=0 split_feature=4 8 9 8 4 8 split_gain=0.0917435 0.273123 0.423936 0.279198 0.242346 0.259568 threshold=5982.5000000000009 5.2557369634631668 7.6985615227840354 6.5387912441807137 7291.0000000000009 6.2688495612697759 decision_type=10 10 10 10 10 10 left_child=1 -1 -3 -4 -2 -6 right_child=4 2 3 -5 5 -7 leaf_value=0.0012972216511101626 0.065338911312268266 -0.080931501853837379 0.057128082448835438 -0.049062828463437957 -0.055258450097698197 0.021194591977453464 leaf_weight=16.324293999088702 0.74319136327017021 1.07211173952578 0.55270722837303743 0.44850664368914295 0.62398030032636631 1.5402956050811552 leaf_count=425 53 307 57 95 94 182 internal_value=-0.000436338 -0.00304503 -0.0372337 0.0095585 0.0160707 -0.000847511 internal_weight=21.3051 18.3976 2.07333 1.00121 2.90747 2.16428 internal_count=1213 884 459 152 329 276 is_linear=0 shrinkage=0.1 Tree=695 num_leaves=7 num_cat=0 split_feature=19 19 20 19 21 20 split_gain=0.0793835 0.20344 0.234976 0.339808 0.411536 0.298821 threshold=0.094494154350000012 0.23075891465000004 0.80539130785000002 0.2809201300000001 0.85846023185000009 0.69019084205000014 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=0.02899172275127462 -0.038568058939188445 0.085195425867421543 -0.042929310146694405 0.00071631037077335262 -0.092981151722132074 0.056488988008418783 leaf_weight=0.90824426498604183 1.3754695607349274 0.49094352126121521 1.1748058153316367 24.563388611167305 0.45565599575638671 0.99975626543164153 leaf_count=23 12 2 9 1149 11 7 internal_value=-0.00012087 -0.00103076 0.000834232 0.00277366 0.00121846 0.00289754 internal_weight=29.9683 29.06 27.6846 26.5097 26.0188 25.5631 internal_count=1213 1190 1178 1169 1167 1156 is_linear=0 shrinkage=0.1 Tree=696 num_leaves=2 num_cat=0 split_feature=8 split_gain=0.00018674 threshold=6.8239545792997527 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0024647553915056156 0.057031022181218721 leaf_weight=0.0011162205456303198 0.0010003294608935676 leaf_count=1043 170 internal_value=0.0256543 internal_weight=0.00211655 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=697 num_leaves=7 num_cat=0 split_feature=8 2 7 4 3 0 split_gain=0.0877348 0.131377 0.145975 0.114739 0.27737 0.307349 threshold=7.2680146144134401 44.500000000000007 73.680368283335497 2155.5000000000005 5.5000000000000009 0.26144050000000008 decision_type=10 8 10 10 10 10 left_child=3 2 -2 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.001798343250714761 -0.076099987100786637 -0.078408068877675874 0.028114622446159011 0.01975801740501806 0.041203743971952672 -0.068873475754848507 leaf_weight=24.842328877279225 0.18956819176673789 0.34668872359907255 0.46190297159864713 3.0720150924471445 0.32965198058445722 1.1002003798494113 leaf_count=506 14 20 54 425 107 87 internal_value=0.000479763 -0.0286759 -0.00221024 0.00147151 -0.000666739 -0.0434952 internal_weight=30.3424 0.99816 0.651471 29.3442 26.2722 1.42985 internal_count=1213 88 68 1125 700 194 is_linear=0 shrinkage=0.1 Tree=698 num_leaves=7 num_cat=0 split_feature=0 4 3 6 6 8 split_gain=0.0884005 0.150835 0.225917 0.200633 0.140341 0.258592 threshold=60.179807500000003 56582.000000000007 54.500000000000007 125.41388227829954 111.99061186567688 5.2436569921791092 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=0.00027267036778111484 0.047731494361357076 -0.063737271673089776 0.076255551318024709 -0.064221803044908224 0.021752956445217193 -0.045138796618600069 leaf_weight=15.45689323724948 0.37242776423226942 0.38130324019584705 0.37873182498242286 0.50051049453975238 2.5525084993928422 1.3646693105388283 leaf_count=411 15 35 41 72 276 363 internal_value=-0.000554588 -0.00142609 -0.000252974 -0.00171093 -9.60194e-05 -0.00341139 internal_weight=21.007 20.6346 20.2533 19.8746 19.3741 16.8216 internal_count=1213 1198 1163 1122 1050 774 is_linear=0 shrinkage=0.1 Tree=699 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 19 split_gain=0.0803303 0.170527 0.157137 0.346372 0.539242 0.32269 threshold=0.22161084545000001 0.094494154350000012 0.23075891465000004 0.24581294725000002 0.88018356465000014 0.70900696330000013 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=-0.017622292091314676 0.047400276011436593 -0.033517050116260619 0.084548273558443576 -0.00078341688795342519 -0.10657652161898984 0.046387078766554429 leaf_weight=2.4046618019508443 0.78419510275125504 1.3224135143682358 0.49645160138607025 22.714059402053884 0.46421306394040485 1.5491701215505589 leaf_count=38 4 10 2 1148 4 7 internal_value=-9.9585e-05 0.00144214 8.45093e-05 0.00184614 0.000185732 0.00222835 internal_weight=29.7352 27.3305 26.5463 25.2239 24.7274 24.2632 internal_count=1213 1175 1171 1161 1159 1155 is_linear=0 shrinkage=0.1 Tree=700 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000141304 threshold=5505.5000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-2.9563272370487084e-05 0.051983957821166854 leaf_weight=0.0010836524230217748 0.0010082705070253439 leaf_count=1002 211 internal_value=0.0250401 internal_weight=0.00209192 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=701 num_leaves=7 num_cat=0 split_feature=6 6 8 3 0 4 split_gain=0.0848416 0.367032 0.330254 0.310415 0.743274 0.406823 threshold=83.534692932856203 102.89534848639566 5.4305613071225158 2.5000000000000004 4.9672220000000005 840.50000000000011 decision_type=10 10 10 10 10 10 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0005271768958646409 -0.079847169367828791 0.0054548168202278903 -0.0033542486890922821 0.087866790143051987 0.048206933291114376 -0.075714003216656486 leaf_weight=20.016685070004321 1.1559062199667089 5.4417128604418394 1.1030266201269112 1.3213134089819498 0.45627049542963483 0.63169868011027575 leaf_count=330 14 605 73 147 11 33 internal_value=0.000444859 -0.00861124 -0.042496 0.00355455 0.0374661 -0.0237443 internal_weight=30.1266 7.70065 2.25893 22.426 2.40928 1.08797 internal_count=1213 692 87 521 191 44 is_linear=0 shrinkage=0.1 Tree=702 num_leaves=7 num_cat=0 split_feature=20 21 20 21 20 20 split_gain=0.0885074 0.101702 0.342694 0.301565 0.481598 0.593479 threshold=0.15581312665000005 0.57329773635000014 0.91726667690000008 0.55015385715000009 0.80539130785000002 0.67806301170000005 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.037203583300339668 0.0020541218481321122 0.013680582076694559 -0.11564455797759726 -0.091139032088489183 0.074659533764617189 -0.080197965752693265 leaf_weight=0.63726378098783698 13.103882329840415 4.6155805066227904 0.26651508361101228 0.36440626531839448 0.83632253110408861 0.94016361236572343 leaf_count=26 1140 28 4 2 4 9 internal_value=-0.000512427 0.0006493 -0.00322832 -0.00126302 0.000937961 -0.00345216 internal_weight=20.7641 20.1269 15.5113 15.2448 14.8804 14.044 internal_count=1213 1187 1159 1155 1153 1149 is_linear=0 shrinkage=0.1 Tree=703 num_leaves=7 num_cat=0 split_feature=4 4 5 2 4 4 split_gain=0.0759921 0.212613 0.18514 0.456153 0.258749 0.453611 threshold=1216.5000000000002 979.50000000000011 528.50000000000011 6.5000000000000009 219.50000000000003 267.00000000000006 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0028174551406978977 -0.01559951524500394 0.044544429195351391 -0.080875781348741599 0.039845446339535941 0.087842776789104765 0.006712874268510566 leaf_weight=20.29495272552596 2.8553777158518541 1.1033719202969212 0.84957155262750439 0.49558162818122764 0.89398023486137335 3.0080394120813025 leaf_count=321 683 30 40 44 6 89 internal_value=-9.53989e-05 0.00156605 -0.000290536 -0.0363996 0.00171683 0.0253003 internal_weight=29.5009 26.6455 25.5421 1.34515 24.197 3.90202 internal_count=1213 530 500 84 416 95 is_linear=0 shrinkage=0.1 Tree=704 num_leaves=2 num_cat=0 split_feature=4 split_gain=2.7909e-05 threshold=1968.0000000000002 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.012760029127065382 0.035995212786693792 leaf_weight=0.0010566246765293386 0.0010121500601858457 leaf_count=686 527 internal_value=0.0241279 internal_weight=0.00206877 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=705 num_leaves=7 num_cat=0 split_feature=15 14 11 14 10 0 split_gain=0.0935296 0.0991836 0.0940585 0.180939 0.126551 0.11553 threshold=4.5000000000000009 3.5000000000000004 6.5000000000000009 4.5000000000000009 30.500000000000004 0.033085500000000004 decision_type=10 10 10 10 10 8 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.01688015308984574 -0.060133193269508771 0.076555238989877802 0.069797835204204781 -0.061755431410323885 -0.022576621480486239 0.0024769088380060126 leaf_weight=3.5225858330450235 0.42542745351420208 0.060654085880742059 0.67453513272630405 0.17596958857029676 0.19010425514716189 24.725100125418976 leaf_count=162 176 11 189 5 28 642 internal_value=0.000428664 -0.043077 0.0011507 0.0306764 0.0494879 6.30151e-05 internal_weight=29.7744 0.486082 29.2883 1.04061 0.864639 28.2477 internal_count=1213 187 1026 222 217 804 is_linear=0 shrinkage=0.1 Tree=706 num_leaves=7 num_cat=0 split_feature=21 19 5 0 4 4 split_gain=0.0917236 0.247255 0.0835877 0.135367 0.19783 0.168967 threshold=0.045530632050000013 0.9405798606500001 59.000000000000007 0.0016035000000000001 168.50000000000003 192.00000000000003 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=0.047135263107624767 -0.075368903176039406 -0.086004251054397893 0.039240807072542912 -0.041280281163197229 0.054879867019830192 -0.00030995957666941383 leaf_weight=0.39765247297543738 0.14573535679665894 0.33932219445705314 0.86859092861414211 1.1524538625963057 0.57335626753047364 17.076941511499172 leaf_count=20 117 4 13 103 16 940 internal_value=-0.000425243 -0.00136353 8.57457e-05 0.000644752 -0.00113819 0.00148284 internal_weight=20.5541 20.1564 19.8171 19.6713 18.8028 17.6503 internal_count=1213 1193 1189 1072 1059 956 is_linear=0 shrinkage=0.1 Tree=707 num_leaves=7 num_cat=0 split_feature=7 5 9 6 6 13 split_gain=0.0725668 0.1102 0.0828416 0.501917 0.316812 0.270408 threshold=81.319949314960709 349.00000000000006 6.0863537928193487 81.71028212457891 126.01722756410258 49197.000000000007 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 5 -4 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.0020902577924415719 -0.078194877217521497 0.014358803127849103 -0.05705275601697516 0.045603953958186803 0.029364269173433929 0.013421213395982451 leaf_weight=22.480525086938552 0.28986803442239661 0.23129469389095902 1.6556839085300668 2.4466232781123827 1.1667467818562878 0.81121314577819692 leaf_count=437 25 17 379 115 95 145 internal_value=-0.000140041 -0.0371191 0.000534733 0.00259097 -0.0135713 -0.0338781 internal_weight=29.082 0.521163 28.5608 24.9271 3.63364 2.4669 internal_count=1213 42 1171 552 619 524 is_linear=0 shrinkage=0.1 Tree=708 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=709 num_leaves=7 num_cat=0 split_feature=8 6 2 10 0 4 split_gain=0.0836071 0.120271 0.201835 0.208901 0.187342 0.657738 threshold=7.2680146144134401 123.27836675349852 2.5000000000000004 18.500000000000004 4.9672220000000005 465.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.0041852619970547808 -0.02926406057604455 -0.039656456750737701 0.056751197678190549 -0.039393372596834474 -0.021803519218078982 0.043305975051197348 leaf_weight=19.6557937482212 0.92093056412249907 0.38927202112972681 1.342331424471922 0.27174000925879216 3.5537980594772298 3.4243106103785967 leaf_count=326 88 9 82 42 157 509 internal_value=0.000393461 0.0013472 0.0249768 0.0405646 -0.00043016 0.00286084 internal_weight=29.5582 28.6372 2.00334 1.61407 26.6339 23.0801 internal_count=1213 1125 133 124 992 835 is_linear=0 shrinkage=0.1 Tree=710 num_leaves=7 num_cat=0 split_feature=4 4 3 4 2 2 split_gain=0.0880679 0.249904 0.264616 0.473098 0.229056 0.188953 threshold=5982.5000000000009 2306.5000000000005 6.5000000000000009 343.00000000000006 12.500000000000002 7.5000000000000009 decision_type=10 10 10 10 10 8 left_child=1 2 3 -1 -2 -4 right_child=4 -3 5 -5 -6 -7 leaf_value=-0.00042352565055690404 0.059414920280135002 -0.067928791665895646 0.07652735632722546 -0.077021981479444807 -0.0033745695306892642 0.0066892009754454737 leaf_weight=14.725201144137834 0.85213587217731346 0.57107193313527105 0.71263844958593714 0.85303831051169332 1.8258804757506366 0.84888356239696361 leaf_count=359 58 161 26 188 271 150 internal_value=-0.000296668 -0.00285231 -0.000684053 -0.00461793 0.0166048 0.0385615 internal_weight=20.3888 17.7108 17.1398 15.5782 2.67802 1.56152 internal_count=1213 884 723 547 329 176 is_linear=0 shrinkage=0.1 Tree=711 num_leaves=7 num_cat=0 split_feature=0 4 4 5 0 4 split_gain=0.0730947 0.596559 0.509267 0.233669 0.416897 0.136989 threshold=5.1500000000000012e-05 163.00000000000003 109.00000000000001 63.000000000000007 0.34630600000000006 115.00000000000001 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=-0.077649139289850247 0.1019895669740522 0.077381470632728322 -0.081316126196169347 0.022849957876749954 0.037743786353816325 -0.00133365073416015 leaf_weight=0.73582218028605229 0.48871916532516735 0.37455584853887558 0.88861649530008679 2.6034913547337082 0.43959238659590483 23.348614777774156 leaf_count=60 1 5 36 26 18 1067 internal_value=-0.000194748 -0.0253538 0.000811265 -0.00100132 -0.0419113 0.00109243 internal_weight=28.8794 1.11038 27.769 27.2803 1.32821 25.9521 internal_count=1213 65 1148 1147 54 1093 is_linear=0 shrinkage=0.1 Tree=712 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=713 num_leaves=7 num_cat=0 split_feature=6 6 6 4 2 7 split_gain=0.0858309 0.319228 0.290017 0.320636 0.472337 0.355167 threshold=83.534692932856203 102.89534848639566 112.86773671905685 316.00000000000006 3.5000000000000004 73.492879307441498 decision_type=10 10 10 10 10 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.0035597138997981235 -0.042210115452413939 0.060341861189097873 0.079273963365257646 -0.078067112704659297 -0.066759197360765382 0.020487219457650092 leaf_weight=21.930694079961544 2.0674970692416528 0.78304541523266369 0.40303125046193589 0.8998845694586638 0.57307586353272233 2.5110943526087794 leaf_count=521 87 200 19 14 28 344 internal_value=0.000443422 -0.00899924 0.00428155 -0.00572459 -0.0143231 0.00427579 internal_weight=29.1683 7.23763 5.17013 4.38709 3.98405 3.08417 internal_count=1213 692 605 405 386 372 is_linear=0 shrinkage=0.1 Tree=714 num_leaves=7 num_cat=0 split_feature=7 2 14 4 8 5 split_gain=0.0892588 0.157233 0.326082 0.100524 0.289076 0.384954 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 5982.5000000000009 4.4954850976912946 10206.000000000002 decision_type=10 8 10 10 10 8 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-4.8940696117019526e-05 0.075555998848474248 -0.076043552248890867 0.07144915813583172 0.016390454090115088 -0.062826036536922314 0.059295228438903697 leaf_weight=14.687624998169676 0.418801888823508 0.30810093917534698 0.29191417284891941 2.6110871995374501 1.5242721852382588 0.31074460988782004 leaf_count=376 4 66 62 329 356 20 internal_value=-0.000307122 0.028534 -0.00428667 -0.00184283 -0.00472425 -0.0421458 internal_weight=20.1525 1.01882 0.600015 19.1337 16.5226 1.83502 internal_count=1213 132 128 1081 752 376 is_linear=0 shrinkage=0.1 Tree=715 num_leaves=7 num_cat=0 split_feature=21 19 20 20 19 20 split_gain=0.0696257 0.197986 0.377443 0.446082 0.423152 0.260723 threshold=0.80522880530000018 0.79045400760000006 0.84483228280000011 0.69019084205000014 0.23075891465000004 0.49686210610000009 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=-0.062055347825959811 0.019055476640191665 -0.032129445036977636 -0.093816676944196112 0.064466877825971478 0.03390776969244743 -0.0012188134844392175 leaf_weight=1.0635383400707104 1.7555766240693618 1.956474708393215 0.41363501735031505 1.1094457125291217 2.3640264421701431 19.902596199682215 leaf_count=26 17 13 8 7 16 1126 internal_value=-0.00023761 -0.00150098 0.000910131 0.00251336 -0.000432784 0.00251054 internal_weight=28.5653 26.8097 24.8532 24.4396 23.3302 22.2666 internal_count=1213 1196 1183 1175 1168 1142 is_linear=0 shrinkage=0.1 Tree=716 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=717 num_leaves=7 num_cat=0 split_feature=0 0 4 0 4 4 split_gain=0.0804067 0.914214 0.639894 0.39483 0.688333 0.406247 threshold=0.06754300000000002 0.066242500000000024 115.00000000000001 0.10875250000000002 164.50000000000003 219.50000000000003 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.001409624383467787 0.09863735804323702 -0.12393401431403195 0.069786533709844487 -0.07113452948430575 0.053418475090805932 -0.0017017038760058494 leaf_weight=8.0062385013379753 0.6876630131155278 0.62750003905966956 0.78910904863005527 1.3527730666101003 1.4593600071966673 15.962517736123116 leaf_count=347 10 4 58 13 40 741 internal_value=0.000380128 -0.00770035 0.00382506 0.000492422 -0.00242005 0.00291549 internal_weight=28.8852 8.63374 20.2514 19.5638 18.7747 17.4219 internal_count=1213 351 862 852 794 781 is_linear=0 shrinkage=0.1 Tree=718 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.0792813 0.125269 0.200375 0.175359 0.170265 0.220923 threshold=60.179807500000003 56582.000000000007 54.500000000000007 13.500000000000002 6416.0000000000009 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=0.001555185123236434 0.047522697165909664 -0.060949081700079379 0.076179359984527392 -0.046987916797117071 0.037266034471482162 -0.039768859743822799 leaf_weight=15.446126171438683 0.34167884418275107 0.34320006181951512 0.33921253016342134 0.80649368836259228 1.1878035439294752 1.4119656813240897 leaf_count=417 15 35 41 131 156 418 internal_value=-0.000231462 -0.00106672 4.14678e-06 -0.00136648 0.000672399 -0.00190595 internal_weight=19.8765 19.5348 19.1916 18.8524 18.0459 16.8581 internal_count=1213 1198 1163 1122 991 835 is_linear=0 shrinkage=0.1 Tree=719 num_leaves=7 num_cat=0 split_feature=19 19 20 19 21 20 split_gain=0.0768334 0.144263 0.169922 0.314615 0.377846 0.219297 threshold=0.094494154350000012 0.23075891465000004 0.80539130785000002 0.2809201300000001 0.85846023185000009 0.69019084205000014 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=0.028882236396010109 -0.033765515416598564 0.08427657034414214 -0.038259402253034022 0.00034859533415736556 -0.092258686814453511 0.049771843486345994 leaf_weight=0.87854243175468127 1.2930017784237859 0.45777224004268646 1.086515768431126 23.178971559796103 0.43046430125832458 0.9339541494846334 leaf_count=23 12 2 9 1149 11 7 internal_value=-0.000227322 -0.00116134 0.000454646 0.0021371 0.000605077 0.00226288 internal_weight=28.2592 27.3807 26.0877 25.0012 24.5434 24.1129 internal_count=1213 1190 1178 1169 1167 1156 is_linear=0 shrinkage=0.1 Tree=720 num_leaves=2 num_cat=0 split_feature=4 split_gain=1.49706e-05 threshold=1496.5000000000002 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.014050422480789179 0.031320024948670949 leaf_weight=0.001006589586637574 0.0010012929959906103 leaf_count=641 572 internal_value=0.0226624 internal_weight=0.00200788 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=721 num_leaves=7 num_cat=0 split_feature=15 16 0 0 0 0 split_gain=0.106155 0.0862231 0.0852088 0.481883 0.389587 0.433794 threshold=4.5000000000000009 2.0000000000000004 0.048128000000000004 0.043260000000000007 0.058236500000000004 0.06754300000000002 decision_type=10 10 8 8 8 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0023840289029678319 -0.061955549056637575 0.072438344852326142 0.057880338434074176 -0.078021452487580453 -0.055499941221767705 0.0044740187520621536 leaf_weight=5.0762177732649496 0.41815309671619516 0.053890386627244879 1.2678440243471438 0.87365050939843047 1.2848811591975415 19.652373022705433 leaf_count=274 95 92 33 6 17 696 internal_value=0.000416833 -0.0466126 0.00120532 -0.00942233 0.00405301 0.000793526 internal_weight=28.627 0.472043 28.155 5.94987 22.2051 20.9373 internal_count=1213 187 1026 280 746 713 is_linear=0 shrinkage=0.1 Tree=722 num_leaves=7 num_cat=0 split_feature=19 19 21 21 10 10 split_gain=0.204388 0.14537 0.461842 0.238934 0.146492 0.290215 threshold=0.094494154350000012 0.23075891465000004 0.59547364865000019 0.57329773635000014 35.000000000000007 30.500000000000004 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=-0.080113533503753553 0.027311349905153461 0.00028711799029161887 -0.041362344355031763 0.0587323062836064 -0.075341441799077299 0.073547525364809144 leaf_weight=0.3152560453395381 1.9020650312304495 13.374090391145732 2.5245574023574582 0.78081496059894639 0.24128343694974397 0.56351361286942925 leaf_count=23 12 956 22 3 137 60 internal_value=-0.000241835 0.00105702 -0.00179912 0.00487746 0.00191174 0.00324912 internal_weight=19.7016 19.3863 17.4843 14.9597 14.1789 13.9376 internal_count=1213 1190 1178 1156 1153 1016 is_linear=0 shrinkage=0.1 Tree=723 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.0710204 0.646522 0.600203 0.452614 0.603132 0.478414 threshold=0.048128000000000004 0.059867500000000004 0.043260000000000007 0.06754300000000002 0.10875250000000002 0.24661950000000002 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=-0.0040025579985014572 -0.072752085516007134 0.066842448751772629 0.085591354368700065 -0.082315830532365672 0.051991281862523248 -0.0032114059283205468 leaf_weight=4.932321690956047 1.2481977747520456 1.0040797109250004 0.88132985485208326 0.89240975941378309 1.7267239716602514 17.290645810489877 leaf_count=290 41 13 7 61 183 618 internal_value=-0.000257855 -0.00283845 0.00957958 0.00133419 -0.00196949 0.00180084 internal_weight=27.9757 22.1621 5.81365 20.9139 19.9098 19.0174 internal_count=1213 916 297 875 862 801 is_linear=0 shrinkage=0.1 Tree=724 num_leaves=2 num_cat=0 split_feature=4 split_gain=1.64698e-05 threshold=1502.5000000000002 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.01413730595065352 0.032064972550204955 leaf_weight=0.0010323382180494889 0.0010175175960815963 leaf_count=644 569 internal_value=0.0230363 internal_weight=0.00204986 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=725 num_leaves=7 num_cat=0 split_feature=21 20 20 19 20 20 split_gain=0.0797083 0.270582 0.352259 0.256312 0.160935 0.263884 threshold=0.77990823500000006 0.84483228280000011 0.78051033435000006 0.20868862815000003 0.67806301170000005 0.48408422815000002 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.063770184493228937 -0.017487929744556579 0.055858586321752515 -0.081374326343595871 0.0019791850626689356 0.051095267196364681 -0.036950037983669276 leaf_weight=0.65039244655690709 2.2731297425925723 0.90180080384015937 0.51958412770181794 21.605442340061039 0.60457578673958678 1.8938838951289643 leaf_count=23 20 9 5 1134 6 16 internal_value=0.000474145 0.002034 0.000113472 0.00182387 0.000152384 -0.00115824 internal_weight=28.4488 26.1757 25.2739 24.7543 24.1039 23.4993 internal_count=1213 1193 1184 1179 1156 1150 is_linear=0 shrinkage=0.1 Tree=726 num_leaves=7 num_cat=0 split_feature=21 19 20 21 21 21 split_gain=0.0805525 0.233065 0.0853272 0.692649 0.779825 0.521026 threshold=0.045530632050000013 0.9405798606500001 0.49686210610000009 0.30468621685000002 0.57329773635000014 0.80522880530000018 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=0.044836997159184544 -0.012480984341747658 -0.08554470804690352 0.065411289233441777 -0.05799220176210064 0.056278020501438292 -0.0025637300957647435 leaf_weight=0.38818333526808146 4.1072401609271765 0.32192259654402633 1.6245244219899175 2.2090737037360668 1.8028089813888071 9.1045536290985272 leaf_count=20 34 4 9 17 9 1120 internal_value=-0.000262094 -0.00117532 0.000265685 0.00381726 -0.00381141 0.00716185 internal_weight=19.5583 19.1701 18.8482 14.741 13.1164 10.9074 internal_count=1213 1193 1189 1155 1146 1129 is_linear=0 shrinkage=0.1 Tree=727 num_leaves=7 num_cat=0 split_feature=4 4 4 4 4 0 split_gain=0.0655432 0.630487 0.617716 0.301768 0.346533 0.394918 threshold=219.50000000000003 176.00000000000003 267.00000000000006 327.00000000000006 446.00000000000006 4.9672220000000005 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.0015800470830153611 0.087148058807943518 -0.084575668836394016 -0.077850460595816073 0.050391672892618533 -0.040014610586761805 0.0039868141046677684 leaf_weight=8.4161650971509534 0.83596992492676214 0.94473809190094549 0.49443805450573997 1.3309867829084439 2.4083433239135514 13.326750073400035 leaf_count=207 6 31 25 31 584 329 internal_value=-0.000302982 -0.00711512 0.00316332 -0.000834783 0.00139651 -0.00274785 internal_weight=27.7574 9.3609 18.3965 17.5605 17.0661 15.7351 internal_count=1213 238 975 969 944 913 is_linear=0 shrinkage=0.1 Tree=728 num_leaves=2 num_cat=0 split_feature=8 split_gain=0.000160575 threshold=6.7797135028502566 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0024222560287408585 0.052772095326275942 leaf_weight=0.001114412314279889 0.001000143946928489 leaf_count=996 217 internal_value=0.0236836 internal_weight=0.00211456 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=729 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.0911537 0.271122 0.556708 0.382258 0.189958 0.476233 threshold=0.21159832495000003 0.30468621685000002 0.88018356465000014 0.70900696330000013 0.2809201300000001 0.77990823500000006 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=0.020499270019519091 -0.050950027033857904 0.00042547710899270246 0.11224611024104791 -0.07956014334412792 0.024164058592454289 -0.080071545177845524 leaf_weight=2.0952401259210092 1.0504391323775051 20.108422959168841 0.44118885695934196 0.60548699647188087 3.0596724320203057 0.76283466815948386 leaf_count=35 9 1122 4 6 31 6 internal_value=0.000433396 -0.00118189 0.000911117 -0.0010908 0.000894592 -0.00251665 internal_weight=28.1233 26.028 24.9776 24.5364 23.9309 20.8713 internal_count=1213 1178 1169 1165 1159 1128 is_linear=0 shrinkage=0.1 Tree=730 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 21 split_gain=0.0868583 0.481725 0.371812 0.304747 0.217209 0.299733 threshold=0.40212573240000005 0.47672111840000003 0.60557055170000018 0.66751876125000009 0.80522880530000018 0.52831749655000015 decision_type=8 8 8 10 10 10 left_child=3 -2 -3 -1 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=-0.041485538975365811 0.060547893836933278 -0.059495557689612871 -0.00058810858857946972 0.013439254903289172 -0.081646762093060404 0.051533429806284864 leaf_weight=1.9580782875400471 1.3420727178454397 1.04692274518311 11.33025239798735 2.0867717452347279 0.29976206272840578 1.2223459258675582 leaf_count=37 6 12 1136 13 2 7 internal_value=-0.000122429 0.00333475 -0.00218958 -0.0131494 0.00247843 0.00448738 internal_weight=19.2862 15.2414 13.8993 4.04485 12.8524 12.5526 internal_count=1213 1163 1157 50 1145 1143 is_linear=0 shrinkage=0.1 Tree=731 num_leaves=7 num_cat=0 split_feature=19 19 20 19 20 19 split_gain=0.0706345 0.124022 0.1307 0.282925 0.164876 0.213587 threshold=0.094494154350000012 0.23075891465000004 0.80539130785000002 0.2809201300000001 0.69019084205000014 0.88018356465000014 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=0.027915556486265376 -0.032047916867422387 0.08327349338083874 -0.034670863781421958 0.00045825988911182136 0.041587019820276551 -0.052136548003581265 leaf_weight=0.85580848207789018 1.2479037111625073 0.41812847554683685 1.0283839656040061 22.096746727393132 0.92933926358818908 0.80008423328399558 leaf_count=23 12 2 9 1154 8 5 internal_value=-0.0003608 -0.00127327 0.000246311 0.00172741 0.000296349 -0.00137956 internal_weight=27.3764 26.5206 25.2727 24.2443 23.8262 22.8968 internal_count=1213 1190 1178 1169 1167 1159 is_linear=0 shrinkage=0.1 Tree=732 num_leaves=2 num_cat=0 split_feature=7 split_gain=6.87712e-05 threshold=74.170045924664578 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0055923650275262523 0.041840295893535162 leaf_weight=0.0010969619701981514 0.0010010531770801023 leaf_count=691 522 internal_value=0.0228878 internal_weight=0.00209802 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=733 num_leaves=7 num_cat=0 split_feature=4 2 0 7 6 0 split_gain=0.0836657 0.440077 0.428095 0.673359 0.637248 0.294213 threshold=219.50000000000003 3.5000000000000004 4.9672220000000005 73.492879307441498 84.576699671557861 0.27086550000000004 decision_type=10 8 10 10 10 10 left_child=5 -2 4 -4 -3 -1 right_child=1 2 3 -5 -6 -7 leaf_value=-0.00048394304408486767 -0.052790473232026708 0.084061100124554297 -0.076113415034457121 0.014812531596036994 -0.0016695584472729839 0.03709302911987649 leaf_weight=16.479338210541762 1.7304455488920183 1.2628724629648793 1.399115222825458 1.9490659341681746 2.7661650470572567 2.3851977828890076 leaf_count=270 37 162 82 179 432 51 internal_value=0.000467158 -0.00740384 0.00324232 -0.023183 0.0252021 0.00426722 internal_weight=27.9722 9.10766 7.37722 3.34818 4.02904 18.8645 internal_count=1213 892 855 261 594 321 is_linear=0 shrinkage=0.1 Tree=734 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 21 split_gain=0.0854604 0.441754 0.315236 0.261624 0.205488 0.27089 threshold=0.40212573240000005 0.47672111840000003 0.60557055170000018 0.66751876125000009 0.80522880530000018 0.52831749655000015 decision_type=8 8 8 8 10 10 left_child=3 -2 -3 -1 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=-0.039590779802913673 0.058950627585753271 -0.055266531546689979 -0.0004300171108012661 0.011863575035660302 -0.081375651861081921 0.049896645560550325 leaf_weight=1.9205479526460747 1.307395853102207 1.0235681664198635 11.314406917152153 2.035481128841639 0.28617269545793611 1.1811961010098464 leaf_count=37 6 12 1136 13 2 7 internal_value=-3.14818e-05 0.00339367 -0.0018677 -0.0131162 0.0024085 0.00432731 internal_weight=19.0688 15.1127 13.8053 3.95603 12.7818 12.4956 internal_count=1213 1163 1157 50 1145 1143 is_linear=0 shrinkage=0.1 Tree=735 num_leaves=7 num_cat=0 split_feature=0 4 4 5 0 0 split_gain=0.0631704 0.553323 0.46656 0.192605 0.377713 0.112229 threshold=5.1500000000000012e-05 163.00000000000003 109.00000000000001 63.000000000000007 0.34630600000000006 0.27086550000000004 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=-0.077433840012510746 0.099572399961873642 0.077221560735326877 -0.080927879261508212 0.0099442890462033973 0.038231988899429498 -0.0043048234431977955 leaf_weight=0.67912840470672253 0.46681472659110923 0.35085439682006836 0.78640410630032664 8.4319625582173234 0.40199119225144386 16.047068843814483 leaf_count=60 1 5 36 524 18 569 internal_value=-0.000460722 -0.0247519 0.000496622 -0.00130527 -0.0406204 0.000603377 internal_weight=27.1642 1.02998 26.1342 25.6674 1.1884 24.479 internal_count=1213 65 1148 1147 54 1093 is_linear=0 shrinkage=0.1 Tree=736 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000609488 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.033779099939009329 0.074505773825723806 leaf_weight=0.0010112729457336656 0.0010695266425191363 leaf_count=1121 92 internal_value=0.0218791 internal_weight=0.0020808 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=737 num_leaves=7 num_cat=0 split_feature=15 0 0 0 0 0 split_gain=0.0982419 0.0864378 0.461325 0.403409 0.299614 0.171142 threshold=4.5000000000000009 0.033085500000000004 0.030394000000000001 0.037647000000000007 0.0080415000000000018 5.1500000000000012e-05 decision_type=10 8 8 8 10 10 left_child=1 2 4 -3 5 -1 right_child=-2 3 -4 -5 -6 -7 leaf_value=0.018754612665977267 -0.045696935537647733 0.083294994082390966 -0.096632433732516898 0.0013033769630068246 0.078350102210413414 -0.03487684198466378 leaf_weight=1.0658779991790726 0.45237326473761541 0.61609635292552667 0.55929928086698044 23.077332784683676 0.44226603762945149 1.3468435747527108 leaf_count=65 187 26 4 773 101 57 internal_value=0.000520526 0.0012918 -0.0135836 0.00343539 0.00268585 -0.0111839 internal_weight=27.5601 27.1077 3.41429 23.6934 2.85499 2.41272 internal_count=1213 1026 227 799 223 122 is_linear=0 shrinkage=0.1 Tree=738 num_leaves=7 num_cat=0 split_feature=21 19 20 21 21 21 split_gain=0.0779747 0.225765 0.0839141 0.616506 0.680725 0.162097 threshold=0.045530632050000013 0.9405798606500001 0.49686210610000009 0.30468621685000002 0.38257382970000003 0.57329773635000014 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=0.044817462069785076 -0.012599482631395565 -0.085916713260567018 0.064015992162812521 -0.094631668473954517 -0.030070867071597132 0.0067560452409043577 leaf_weight=0.37851893153390392 3.895488724578172 0.30810291692614455 1.5264188982546327 0.76594014838337898 1.3467693813145158 10.620548664237509 leaf_count=20 34 4 9 7 10 1129 internal_value=-0.00011149 -0.00103259 0.000407943 0.00396134 -0.00323781 0.00261164 internal_weight=18.8418 18.4633 18.1552 14.2597 12.7333 11.9673 internal_count=1213 1193 1189 1155 1146 1139 is_linear=0 shrinkage=0.1 Tree=739 num_leaves=7 num_cat=0 split_feature=20 19 19 20 20 20 split_gain=0.0596442 0.15929 0.177754 0.350724 0.303337 0.550466 threshold=0.69019084205000014 0.88018356465000014 0.70900696330000013 0.49686210610000009 0.31369619650000008 0.25009891245000004 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=0.00059804396014111183 0.014598292700774626 -0.046637317338959226 0.040512858841883159 -0.045305908379942667 0.040503124607819567 -0.098356005626131254 leaf_weight=18.464554233014965 2.3953923145309082 0.77200445160269637 1.012594386935233 1.750504683703183 1.8027241909876455 0.57981704873964091 leaf_count=1147 23 5 6 16 11 5 internal_value=-0.000458988 -0.00193827 -0.000476702 -0.00231344 0.00129659 -0.00241467 internal_weight=26.7776 24.3822 23.6102 22.5976 20.8471 19.0444 internal_count=1213 1190 1185 1179 1163 1152 is_linear=0 shrinkage=0.1 Tree=740 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=741 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.0914753 0.257997 0.474598 0.339781 0.15017 0.427083 threshold=0.21159832495000003 0.30468621685000002 0.88018356465000014 0.70900696330000013 0.2809201300000001 0.77990823500000006 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=0.020909385365842598 -0.050261171934017058 0.00057412606530014691 0.10276499959848165 -0.078987229302188211 0.021697642970992317 -0.079501081591991596 leaf_weight=2.0576562637861571 1.0209426432847974 19.588201185830279 0.450261689722537 0.54405650310218234 3.0362546425312749 0.68950929120182891 leaf_count=35 9 1122 4 6 31 6 internal_value=0.000632314 -0.00101492 0.00105341 -0.000866148 0.000956891 -0.0021487 internal_weight=27.3869 25.3292 24.3083 23.858 23.314 20.2777 internal_count=1213 1178 1169 1165 1159 1128 is_linear=0 shrinkage=0.1 Tree=742 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 21 split_gain=0.0754935 0.374924 0.270273 0.242881 0.18646 0.238845 threshold=0.40212573240000005 0.47672111840000003 0.60557055170000018 0.66751876125000009 0.80522880530000018 0.52831749655000015 decision_type=8 8 8 8 10 10 left_child=3 -2 -3 -1 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=-0.03899315218704752 0.055834567388074401 -0.052011000955929344 -0.00052251705706483865 0.011202431826064627 -0.080878864413652468 0.047559815919921936 leaf_weight=1.8418130794545957 1.2301012948155401 0.99439473077654839 11.102592369896227 2.0225079432129864 0.26471215486526567 1.1391029506921757 leaf_count=37 6 12 1136 13 2 7 internal_value=-0.000281458 0.00298198 -0.00183358 -0.0127218 0.00215606 0.0039516 internal_weight=18.5952 14.7309 13.5008 3.86432 12.5064 12.2417 internal_count=1213 1163 1157 50 1145 1143 is_linear=0 shrinkage=0.1 Tree=743 num_leaves=7 num_cat=0 split_feature=5 6 3 10 6 6 split_gain=0.059414 0.138246 0.103222 0.0802543 0.0784652 0.380205 threshold=4795.5000000000009 83.983371416288037 11.500000000000002 41.000000000000007 102.89534848639566 83.360795883618621 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.0024326316792694482 0.058468996562956982 -0.060274122373287123 0.040518704474201063 0.055375539606936475 -0.017882760994454867 0.047519333911952635 leaf_weight=21.049830265089053 0.1508864890784033 0.56691136403089892 0.62479718902977666 0.067106712842360139 2.3854248949492094 1.6426540119064146 leaf_count=501 9 212 48 28 360 55 internal_value=-0.000457667 -0.0275598 0.000369974 -0.0480334 -0.000630301 0.00118327 internal_weight=26.4876 0.784905 25.7027 0.634018 25.0779 22.6925 internal_count=1213 249 964 240 916 556 is_linear=0 shrinkage=0.1 Tree=744 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=745 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.0773698 0.237072 0.414798 0.31158 0.128428 0.39326 threshold=0.21159832495000003 0.30468621685000002 0.88018356465000014 0.70900696330000013 0.2809201300000001 0.77990823500000006 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=0.019243696462409407 -0.04889161918892386 0.00055423856639848972 0.09521395958786906 -0.078643299608297912 0.020088542148654402 -0.079134799365903105 leaf_weight=2.0594915693691291 0.98950241319835186 19.515531798295363 0.45890612155198951 0.50295858271419902 3.0357114244252434 0.63956866785883804 leaf_count=35 9 1122 4 6 31 6 internal_value=0.000609556 -0.000916837 0.00104862 -0.00077519 0.000913601 -0.00197448 internal_weight=27.2017 25.1422 24.1527 23.6938 23.1908 20.1551 internal_count=1213 1178 1169 1165 1159 1128 is_linear=0 shrinkage=0.1 Tree=746 num_leaves=7 num_cat=0 split_feature=19 19 21 20 20 21 split_gain=0.190836 0.117031 0.332518 0.228274 0.462845 0.189231 threshold=0.094494154350000012 0.23075891465000004 0.59547364865000019 0.80539130785000002 0.67806301170000005 0.045530632050000013 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.08025810994134594 0.026153129402218422 0.086415900671724832 -0.036180593828345695 0.050914120899784691 -0.075481024709612154 0.0036428806197855296 leaf_weight=0.29256175093479442 1.6974955201148985 0.28267002105712891 2.3579084333032361 0.98137780278921205 0.74783277884125787 12.056142868086685 leaf_count=23 12 1 22 6 8 1141 internal_value=-0.000137439 0.00115593 -0.00142734 0.00439757 0.000909254 0.00553913 internal_weight=18.416 18.1234 16.4259 14.068 13.0866 12.3388 internal_count=1213 1190 1178 1156 1150 1142 is_linear=0 shrinkage=0.1 Tree=747 num_leaves=7 num_cat=0 split_feature=4 4 4 4 9 7 split_gain=0.0653985 0.151798 0.178127 0.254949 0.237487 0.28445 threshold=32495.000000000004 2133.0000000000005 999.50000000000011 1101.5000000000002 6.3944237114723839 42.71749970957368 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=-0.0030649225329039517 0.03670412428710252 -0.034597837823415689 0.07697679745303343 -0.0058540373356949929 -0.049581438294992446 0.036345729306261121 leaf_weight=20.024711740552462 0.46324627194553514 1.2930892445143545 0.71762259956449148 0.77064391143679967 0.98773858607991982 2.0157321688428729 leaf_count=389 68 442 20 179 67 48 internal_value=-0.000536318 -0.00120473 0.000556544 0.0340859 -0.00161039 0.00053942 internal_weight=26.2728 25.8095 24.5164 1.48827 23.0282 22.0404 internal_count=1213 1145 703 199 504 437 is_linear=0 shrinkage=0.1 Tree=748 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=749 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 19 split_gain=0.0744877 0.466533 0.127784 0.174431 0.135107 0.449919 threshold=0.84483228280000011 0.78051033435000006 0.21159832495000003 0.32816394200000004 0.2809201300000001 0.11576655965000002 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=0.027781671204882744 0.026956304278312679 -0.081694418991703086 -0.044090814123798838 0.0011267549018820064 0.020209983421065468 -0.083504834719386412 leaf_weight=1.7507618589852425 1.0275833196938027 0.68880870658904214 0.87275088205933571 18.7130151841857 3.2881518471986046 0.64997644722461601 leaf_count=31 11 6 9 1118 34 4 internal_value=0.00055015 -0.000494954 0.00171797 -0.000221817 0.00146846 -0.00171416 internal_weight=26.991 25.9635 25.2747 23.5239 22.6511 19.363 internal_count=1213 1202 1196 1165 1156 1122 is_linear=0 shrinkage=0.1 Tree=750 num_leaves=7 num_cat=0 split_feature=19 19 20 21 20 20 split_gain=0.086674 0.358174 0.220534 0.214069 0.198683 0.432375 threshold=0.40212573240000005 0.47672111840000003 0.28541997880000008 0.66751876125000009 0.84483228280000011 0.73719218350000004 decision_type=8 8 8 8 10 10 left_child=3 -2 -3 -1 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=-0.038410635376406002 0.055536481585339074 -0.044101322708747517 -6.0647569501592122e-05 0.0095967579431074646 -0.052460659167274638 0.071440867507571559 leaf_weight=1.7954453753521304 1.2137474194169042 1.0996873266994951 10.671655348163766 1.9243606515228751 0.62082840874791223 0.91851845383644182 leaf_count=37 6 13 1134 13 5 5 internal_value=4.47538e-05 0.00353288 -0.00120912 -0.0135751 0.00265363 0.00560583 internal_weight=18.2442 14.5244 13.3107 3.71981 12.211 11.5902 internal_count=1213 1163 1157 50 1144 1139 is_linear=0 shrinkage=0.1 Tree=751 num_leaves=7 num_cat=0 split_feature=21 21 21 19 21 19 split_gain=0.0609785 0.168168 0.135623 0.15506 0.412323 0.310311 threshold=0.88726092775000021 0.80522880530000018 0.59547364865000019 0.60557055170000018 0.52831749655000015 0.70900696330000013 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=0.019524111512111648 -0.029981029577393917 0.045089999962825887 -0.033880808442944783 -0.079079831104090531 -0.095198950618638437 0.0012609892100461082 leaf_weight=3.5910482071672671 0.68788569653406639 0.8077082559466352 1.2132912594825018 0.49340735096484423 0.47409367747604747 18.749987319845353 leaf_count=43 11 6 12 9 5 1127 internal_value=-0.000603729 0.000194083 -0.00128471 0.000412028 -0.00306876 -0.000798977 internal_weight=26.0174 25.3295 24.5218 23.3085 19.7175 19.2434 internal_count=1213 1202 1196 1184 1141 1136 is_linear=0 shrinkage=0.1 Tree=752 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=753 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.0704545 0.411674 0.37779 0.265743 0.187892 0.162822 threshold=0.033085500000000004 0.030394000000000001 0.037647000000000007 0.0053650000000000008 5.1500000000000012e-05 0.048128000000000004 decision_type=8 8 8 8 8 8 left_child=1 3 -2 4 -1 -4 right_child=2 -3 5 -5 -6 -7 leaf_value=0.017159036997987934 0.082643695918598034 -0.092771835747310114 -0.028865352463868302 0.062369143162127196 -0.040926460451878491 0.0028840414278459001 leaf_weight=1.0597246568650045 0.57335288170725363 0.54264679228072044 1.7487261366331974 0.58458050842455112 1.1736694177634488 21.164052573269146 leaf_count=65 26 5 28 128 45 916 internal_value=0.000529359 -0.0130133 0.00246718 0.00234548 -0.0133654 0.000460896 internal_weight=26.8468 3.36062 23.4861 2.81797 2.23339 22.9128 internal_count=1213 243 970 238 110 944 is_linear=0 shrinkage=0.1 Tree=754 num_leaves=7 num_cat=0 split_feature=19 19 19 20 19 21 split_gain=0.079515 0.331362 0.220656 0.196477 0.181494 0.285172 threshold=0.40212573240000005 0.47672111840000003 0.60557055170000018 0.53591571275000016 0.67776481820000012 0.76615868215000016 decision_type=8 8 8 8 8 10 left_child=3 -2 -3 -1 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.039566252999890091 0.053833425938383465 -0.048233608552923669 0.041282856815750411 0.0071598985119200043 0.0013381061469747539 -0.092611907677032201 leaf_weight=1.5925627430151506 1.1920547038316724 0.92812569998204708 1.0901827216148374 2.0690189041197304 10.824109646971916 0.33302201703190881 leaf_count=34 6 12 9 16 1133 3 internal_value=-8.00804e-06 0.00334459 -0.00122341 -0.0131631 0.00233911 -0.00146615 internal_weight=18.0291 14.3675 13.1754 3.66158 12.2473 11.1571 internal_count=1213 1163 1157 50 1145 1136 is_linear=0 shrinkage=0.1 Tree=755 num_leaves=7 num_cat=0 split_feature=4 0 0 0 0 7 split_gain=0.0577646 0.326614 0.296631 0.853415 0.7682 0.485624 threshold=115.00000000000001 0.043260000000000007 0.16056050000000002 0.19793400000000003 0.03899650000000001 74.281061624653759 decision_type=8 10 8 8 10 10 left_child=1 -1 4 -4 -2 -6 right_child=2 -3 3 -5 5 -7 leaf_value=-0.025834388132147369 0.014801521023395756 0.035839658887209851 0.10849339291699517 -0.00057123228559616615 -0.082935712944822743 0.0084969518840535829 leaf_weight=1.4284474775195151 2.8783425603901298 2.1527600642293692 0.75187320163968507 15.671029398698009 2.1266888093311462 0.79918866842945124 leaf_count=39 238 23 72 666 126 49 internal_value=-0.000546775 0.0112395 -0.00244577 0.00442196 -0.0218779 -0.0579613 internal_weight=25.8083 3.58121 22.2271 16.4229 5.80422 2.92588 internal_count=1213 62 1151 738 413 175 is_linear=0 shrinkage=0.1 Tree=756 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=757 num_leaves=7 num_cat=0 split_feature=15 14 16 20 20 21 split_gain=0.0873241 0.0814455 0.0833584 0.0718789 0.174296 0.0808199 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.73719218350000004 0.67806301170000005 0.52831749655000015 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=-0.00084374982784268706 -0.075762485013917968 0.076228963621458118 0.072011904967446527 -0.017717814705967862 0.056796860391516116 0.01680688739417455 leaf_weight=20.720986491429372 0.34394791537579195 0.050028719166220981 0.042937914007779909 1.8573184092529107 0.58118073642253776 2.9654212091118088 leaf_count=972 91 11 85 20 6 28 internal_value=0.000500911 -0.0438362 -0.059362 0.00124241 0.00269353 0.00136602 internal_weight=26.5618 0.436915 0.386886 26.1249 24.2676 23.6864 internal_count=1213 187 176 1026 1006 1000 is_linear=0 shrinkage=0.1 Tree=758 num_leaves=7 num_cat=0 split_feature=0 4 3 3 0 4 split_gain=0.0768214 0.113588 0.175167 0.166551 0.179664 0.278456 threshold=60.179807500000003 56582.000000000007 54.500000000000007 13.500000000000002 19.409948500000002 176.00000000000003 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=-0.0022158115334877395 0.048095474131873615 -0.059974772797634052 0.076046780668777306 -0.04697744870366341 -0.025002628572942692 0.066999789355517855 leaf_weight=14.744523364013633 0.32715965632814814 0.31862062381696787 0.2998461482275151 0.75471477494471528 0.50664393394254037 0.93808503309264779 leaf_count=935 15 35 41 131 26 30 internal_value=8.30898e-05 -0.000811303 0.000281883 -0.00105888 0.00108177 0.034736 internal_weight=17.8896 17.5624 17.2438 16.944 16.1893 1.44473 internal_count=1213 1198 1163 1122 991 56 is_linear=0 shrinkage=0.1 Tree=759 num_leaves=7 num_cat=0 split_feature=21 21 19 19 20 20 split_gain=0.0589431 0.139045 0.123667 0.302916 0.489403 0.186835 threshold=0.88726092775000021 0.80522880530000018 0.11576655965000002 0.16732172635000001 0.80539130785000002 0.69019084205000014 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=-0.043629322887788702 -0.029810805159746791 0.042226365144425633 0.086273089326611041 -0.00072886252691683291 -0.086850991140921721 0.04743422241875446 leaf_weight=0.66554261916630253 0.6717466632835557 0.76338363438844581 0.40080337412655354 21.528497557234481 0.65151125798001785 0.83673968259245057 leaf_count=24 11 6 2 1152 10 8 internal_value=-0.000581335 0.00020891 -0.00112296 8.5104e-05 -0.00141574 0.00107304 internal_weight=25.5182 24.8465 24.0831 23.4176 23.0167 22.3652 internal_count=1213 1202 1196 1172 1170 1160 is_linear=0 shrinkage=0.1 Tree=760 num_leaves=2 num_cat=0 split_feature=8 split_gain=4.93232e-05 threshold=6.8786822906706275 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.0080224794755583747 0.039032094246396414 leaf_weight=0.0010145597485431423 0.0010374175656870932 leaf_count=978 235 internal_value=0.0237 internal_weight=0.00205198 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=761 num_leaves=7 num_cat=0 split_feature=10 13 0 0 0 0 split_gain=0.0721158 0.134585 0.0683558 0.163621 0.447262 0.259084 threshold=30.500000000000004 49191.500000000007 43.150867500000011 24.013543000000002 14.857993000000002 7.6228285000000016 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=0.00061236322653941959 0.053537309324319285 -0.072187755336983378 -0.033630432678569619 0.03447633180219712 -0.065101240923313028 0.054763231114506455 leaf_weight=22.049860193097647 0.11498796051819127 0.32805186606401548 0.55363788810791348 1.4526782358298067 1.0134076271497168 0.92042773717548598 leaf_count=837 110 97 27 82 23 37 internal_value=0.000449164 -0.0395567 0.00113113 0.00188773 -8.61408e-05 0.00278221 internal_weight=26.4331 0.44304 25.99 25.4364 23.9837 22.9703 internal_count=1213 207 1006 979 897 874 is_linear=0 shrinkage=0.1 Tree=762 num_leaves=7 num_cat=0 split_feature=21 19 20 20 20 21 split_gain=0.0776804 0.119821 0.15974 0.201464 0.192906 0.287433 threshold=0.045530632050000013 0.76411970895000014 0.87060952110000012 0.80539130785000002 0.78051033435000006 0.9123116092500001 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=0.046487189726824259 0.0019974948866569951 -0.024742976615205386 0.051851540001624445 -0.082768848165626852 0.082238001954846707 -0.098383948465208024 leaf_weight=0.35343227583535963 13.978265754331003 1.8750658705830563 0.61770678684115488 0.2886986657977112 0.2906830161809929 0.29119534231722433 leaf_count=20 1163 15 6 3 2 4 internal_value=7.6118e-05 -0.000869767 0.00202447 -4.83202e-05 0.00159186 -5.09783e-05 internal_weight=17.695 17.3416 15.4665 14.8488 14.5601 14.2695 internal_count=1213 1193 1178 1172 1169 1167 is_linear=0 shrinkage=0.1 Tree=763 num_leaves=7 num_cat=0 split_feature=0 0 7 0 0 5 split_gain=0.0571487 0.190781 0.238844 0.199782 0.161933 0.431875 threshold=45.141901000000011 24.013543000000002 81.226848822243241 14.857993000000002 7.6228285000000016 573.50000000000011 decision_type=10 10 10 10 10 8 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.00057066735115439459 0.035072077663748612 -0.077642305674801543 0.03853323120926392 0.045372505399190431 -0.08591609402939529 0.043122373779324055 leaf_weight=21.963833489585213 0.44317851983941992 0.65740945722063671 0.24214638024568558 0.95435662369709362 0.70558299869298813 0.41013312630821031 leaf_count=1011 25 83 5 27 11 51 internal_value=-0.000522856 -0.00115554 -0.0463697 0.000536766 -0.00131723 -0.038482 internal_weight=25.3766 24.9335 0.899556 24.0339 23.0795 1.11572 internal_count=1213 1188 88 1100 1073 62 is_linear=0 shrinkage=0.1 Tree=764 num_leaves=2 num_cat=0 split_feature=0 split_gain=0.000132506 threshold=0.0046810000000000003 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.048213817806936711 -0.0023263241708587931 leaf_weight=0.0010674258994924912 0.0010092330386122228 leaf_count=188 1025 internal_value=0.0236519 internal_weight=0.00207666 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=765 num_leaves=7 num_cat=0 split_feature=21 21 19 19 20 20 split_gain=0.0707297 0.191857 0.279346 0.285716 0.0948229 0.286379 threshold=0.21159832495000003 0.30468621685000002 0.88018356465000014 0.70900696330000013 0.21136375875000005 0.46075395060000007 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=0.018535111949038723 -0.045768222963014929 0.035227373755130305 0.07627527824996197 -0.078395819328109892 -0.055224850147211568 0.0019687505811852449 leaf_weight=2.0026961754056174 0.92164567671716213 0.77141857892274857 0.47965880483388801 0.46528811752796073 0.9142005518078804 20.670726750526249 leaf_count=35 9 9 4 6 8 1142 internal_value=0.000474023 -0.00101923 0.000750749 -0.000836604 0.000777585 -0.000453607 internal_weight=26.2256 24.2229 23.3013 22.8216 22.3563 21.5849 internal_count=1213 1178 1169 1165 1159 1150 is_linear=0 shrinkage=0.1 Tree=766 num_leaves=7 num_cat=0 split_feature=5 0 4 4 4 4 split_gain=0.0731314 0.12473 0.164684 0.108849 0.182507 0.126646 threshold=59.000000000000007 0.0016035000000000001 115.00000000000001 126.00000000000001 168.50000000000003 192.00000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075357559559164622 0.039751998558639902 -0.076945314286793604 0.077998878662398186 -0.054651159836755253 0.048662125706887743 -0.00039294442745561322 leaf_weight=0.1276532426491056 0.77769144705064519 0.28232902567833917 0.17736478149891155 0.60508338618092494 0.54541099816560468 15.011314327206946 leaf_count=117 24 18 2 83 16 953 internal_value=5.58713e-05 0.00060916 -0.00122227 8.61727e-05 -0.000768866 0.0013269 internal_weight=17.5268 17.3992 16.6215 16.3392 16.1618 15.5567 internal_count=1213 1096 1072 1054 1052 969 is_linear=0 shrinkage=0.1 Tree=767 num_leaves=7 num_cat=0 split_feature=7 5 7 3 0 0 split_gain=0.0567402 0.0917252 0.058686 0.20592 0.156648 0.204948 threshold=81.319949314960709 406.50000000000006 79.954843293576943 5.5000000000000009 25.208608500000004 45.141901000000011 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=0.00081478002373747106 -0.077460755503491741 0.015428870364797202 0.07568147898217796 -0.053156826869537314 -0.077445024685414851 0.036938624441456895 leaf_weight=23.407969876910212 0.24105535144917567 0.19016964244656265 0.36792110558599134 0.18715773538860958 0.55223177134030166 0.21867258747806773 leaf_count=1007 28 14 7 53 82 22 internal_value=-0.000534863 -0.0364966 9.21126e-05 0.0322406 -0.000645927 -0.0449993 internal_weight=25.1652 0.431225 24.734 0.555079 24.1789 0.770904 internal_count=1213 42 1171 60 1111 104 is_linear=0 shrinkage=0.1 Tree=768 num_leaves=2 num_cat=0 split_feature=0 split_gain=0.000119036 threshold=0.0046810000000000003 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.046554933287209804 -0.001423411870466794 leaf_weight=0.0010520590288507492 0.0010169950691789609 leaf_count=188 1025 internal_value=0.0229723 internal_weight=0.00206905 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=769 num_leaves=7 num_cat=0 split_feature=19 21 19 20 20 21 split_gain=0.0654861 0.349086 0.340422 0.191005 0.36476 0.276955 threshold=0.40212573240000005 0.66751876125000009 0.47672111840000003 0.40189712030000008 0.60478927825000006 0.38257382970000003 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.041370860147998983 -0.080334155281482592 -0.023242847832756819 0.030613407614047267 -0.065293795068728497 0.058855657120142929 -0.0020698873528607067 leaf_weight=1.9268209217516417 0.53541188174858689 1.4771642945706842 1.9072687812149522 0.88436243310570717 0.77742360346019268 18.531594712550959 leaf_count=37 6 13 17 10 9 1121 internal_value=0.000399805 0.0133316 -0.00154487 0.000363884 -0.00249319 0.000383109 internal_weight=26.04 3.40399 22.6361 22.1006 20.1934 19.309 internal_count=1213 50 1163 1157 1140 1130 is_linear=0 shrinkage=0.1 Tree=770 num_leaves=7 num_cat=0 split_feature=0 2 5 6 4 8 split_gain=0.0719941 0.0869747 0.103625 0.179019 0.127059 0.337825 threshold=60.179807500000003 48.000000000000007 11641.500000000002 125.91924795738852 6416.0000000000009 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=0.0024291319727788711 0.047992153861191655 -0.047606162635296323 0.042624786924689177 -0.076507408221615614 0.031665847416239193 -0.051874793996885105 leaf_weight=13.371899645258063 0.30849668814334918 0.38717994738544703 0.56001020576161309 0.30905549634189888 1.196877069858602 1.2529317813933278 leaf_count=405 15 47 72 52 194 428 internal_value=0.000114181 -0.000750688 0.00033623 -0.0011319 0.00034046 -0.00222317 internal_weight=17.3865 17.078 16.6908 16.1308 15.8217 14.6248 internal_count=1213 1198 1151 1079 1027 833 is_linear=0 shrinkage=0.1 Tree=771 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 19 split_gain=0.056823 0.120094 0.111397 0.198228 0.24003 0.1513 threshold=0.88726092775000021 0.80522880530000018 0.11576655965000002 0.20868862815000003 0.2809201300000001 0.60557055170000018 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=-0.041596810666962872 -0.029720188517089942 0.040051015774652476 0.06971476789208389 -0.067599258767769496 0.021502072351502963 -0.0027211816472609168 leaf_weight=0.65584446248637818 0.64815973211079736 0.73630597442388435 0.4030251270160079 0.52912000007927418 2.9821750968694687 19.05078962134305 leaf_count=24 11 6 5 5 19 1143 internal_value=-0.00049764 0.000279988 -0.000959744 0.000200781 -0.00104094 0.00055745 internal_weight=25.0054 24.3573 23.621 22.9651 22.5621 22.033 internal_count=1213 1202 1196 1172 1167 1162 is_linear=0 shrinkage=0.1 Tree=772 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000126828 threshold=5422.0000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.00064733519327582522 0.048684494818245876 leaf_weight=0.0010876691426702223 0.0010005559990311497 leaf_count=993 220 internal_value=0.0229896 internal_weight=0.00208823 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=773 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 9 split_gain=0.0595553 0.380022 0.524025 0.488217 0.37888 0.473847 threshold=4.9672220000000005 0.27086550000000004 0.18889600000000004 660.50000000000011 0.06754300000000002 7.481398721155478 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=-0.0022189595466700174 -0.0098468036501243045 0.042400781475641282 -0.11607783497592204 0.014647538386361004 0.081209921781540739 -0.041998522264690058 leaf_weight=16.203144686584906 4.7345256621574654 2.1508639680105253 0.74175049364566692 0.46465137694031 1.1826838748820578 0.42407033406198036 leaf_count=434 296 211 2 87 104 79 internal_value=0.000292058 0.00255985 -0.00194641 -0.0657283 0.00237403 0.0486915 internal_weight=25.9017 21.1672 19.0163 1.2064 17.8099 1.60675 internal_count=1213 917 706 89 617 183 is_linear=0 shrinkage=0.1 Tree=774 num_leaves=7 num_cat=0 split_feature=21 19 21 19 19 19 split_gain=0.0781356 0.202693 0.0837675 0.114892 0.273486 0.18201 threshold=0.045530632050000013 0.9405798606500001 0.16093797035000004 0.60557055170000018 0.49277379045000008 0.43664927860000008 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.046820969897241639 -0.034013442858131897 -0.085245575569000975 -0.0026738753694376702 0.019466088466036421 -0.079564671985390328 0.044778113431036874 leaf_weight=0.35132906383648788 0.67090022307820618 0.27970171719789405 11.51249628983169 3.0614026896655568 0.44005743227899152 0.86936531215906221 leaf_count=20 8 4 1145 22 8 6 internal_value=0.000146211 -0.000827905 0.000598424 0.0020604 -0.00209543 0.000657862 internal_weight=17.1853 16.8339 16.5542 15.8833 12.8219 12.3819 internal_count=1213 1193 1189 1181 1159 1151 is_linear=0 shrinkage=0.1 Tree=775 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 4 split_gain=0.0518702 0.558054 0.80712 0.547299 0.409341 0.401482 threshold=0.048128000000000004 0.066242500000000024 0.06754300000000002 126.00000000000001 0.043260000000000007 164.50000000000003 decision_type=8 8 8 8 8 8 left_child=4 -2 -3 -4 -1 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.0040327642747799526 -0.062633709412624181 0.11600025497674858 -0.092669291647612839 0.051516350290625672 0.070160958442059718 -0.0032522743592208374 leaf_weight=4.4723153430640776 1.4435171061486496 0.60019168769940989 0.64046838320791977 1.4659589240327502 0.89192164063933876 15.388129147719612 leaf_count=290 50 4 12 26 7 824 internal_value=-0.000406605 -0.00279798 0.00197544 -0.00193645 0.00830356 0.00151147 internal_weight=24.9025 19.5383 18.0947 17.4946 5.36424 16.8541 internal_count=1213 916 866 862 297 850 is_linear=0 shrinkage=0.1 Tree=776 num_leaves=2 num_cat=0 split_feature=0 split_gain=0.000115626 threshold=0.0046810000000000003 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.045071993695652152 -0.0024120773881254735 leaf_weight=0.0010393927198677488 0.0010122286050515683 leaf_count=188 1025 internal_value=0.0216443 internal_weight=0.00205162 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=777 num_leaves=7 num_cat=0 split_feature=4 2 0 7 6 7 split_gain=0.0717954 0.393222 0.371467 0.603295 0.555512 0.275294 threshold=219.50000000000003 3.5000000000000004 4.9672220000000005 73.492879307441498 84.576699671557861 48.333214057967886 decision_type=10 8 10 10 10 10 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.0040133047694305641 -0.051927774744931078 0.083998051470108484 -0.075982023396195433 0.015049063547493319 -0.04969307678622522 0.021148799476614986 leaf_weight=17.357146120630208 1.5942151644267113 1.1042849935220158 1.2449640317381638 1.7533717896330925 0.79554880107753012 1.7668162001455128 leaf_count=321 37 162 82 179 17 415 internal_value=0.0003614 -0.00731327 0.00335819 -0.0227487 0.0247066 -0.000845791 internal_weight=25.6163 8.2592 6.66499 2.99834 3.66665 2.56237 internal_count=1213 892 855 261 594 432 is_linear=0 shrinkage=0.1 Tree=778 num_leaves=7 num_cat=0 split_feature=21 20 21 21 19 21 split_gain=0.0682569 0.107469 0.44126 0.532628 0.134879 0.474792 threshold=0.045530632050000013 0.49686210610000009 0.30468621685000002 0.38257382970000003 0.47672111840000003 0.66751876125000009 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=0.044075988795865356 -0.0160956746096876 0.056443954301458182 -0.089240779414045845 -0.085337185244470898 0.026655845331805868 0.0035426034769148506 leaf_weight=0.34413026262814128 3.6460229838266969 1.3964496552944181 0.67528918385505676 0.64701622724533081 1.87860680744052 8.4566656981751294 leaf_count=20 37 10 7 7 13 1119 internal_value=-8.1898e-06 -0.000916612 0.00332294 -0.00304038 0.00226 -0.00277425 internal_weight=17.0442 16.7001 13.054 11.6576 10.9823 9.10368 internal_count=1213 1193 1156 1146 1139 1126 is_linear=0 shrinkage=0.1 Tree=779 num_leaves=7 num_cat=0 split_feature=4 4 4 0 4 0 split_gain=0.0620203 0.506837 0.294629 0.283296 0.321291 0.496699 threshold=219.50000000000003 267.00000000000006 164.50000000000003 0.066242500000000024 115.00000000000001 0.034740000000000007 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=0.0013176914484945659 0.085336421170100138 -0.00156111310095476 -0.049178164865712068 0.030454326119694338 0.0069619026027121752 -0.085856733259697504 leaf_weight=11.130230787675837 0.74816180393099685 6.5250687178994049 1.312324160709976 2.5805247789248815 1.1470067501068109 1.1591829136013982 leaf_count=134 6 886 58 39 54 36 internal_value=-0.000372424 0.00737761 -0.00362518 0.000107139 -0.00572117 -0.0396924 internal_weight=24.6025 7.27323 17.3293 16.0169 13.4364 2.30619 internal_count=1213 892 321 263 224 90 is_linear=0 shrinkage=0.1 Tree=780 num_leaves=2 num_cat=0 split_feature=0 split_gain=0.000104699 threshold=0.0046810000000000003 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.043923698105716731 -0.0011461050289791781 leaf_weight=0.0010423142889735004 0.0010196636040600282 leaf_count=188 1025 internal_value=0.0216363 internal_weight=0.00206198 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=781 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.0653243 0.356227 0.329716 0.24255 0.162353 0.396966 threshold=0.033085500000000004 0.030394000000000001 0.037647000000000007 0.0053650000000000008 5.1500000000000012e-05 163.00000000000003 decision_type=8 8 8 8 10 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=0.055899335766912917 0.081838584913766554 -0.08873872342981691 0.0003653964679406208 0.061319486444801299 -0.039664964239931023 -0.077047802045700678 leaf_weight=0.72835107520223041 0.50848654552828776 0.52066489608841937 21.464655363713973 0.54328948948386813 1.130525094888071 0.32472308725118637 leaf_count=60 26 5 944 128 45 5 internal_value=0.00029424 -0.0129439 0.00225079 0.00152817 -0.0133482 0.0149041 internal_weight=25.2207 3.24755 21.9731 2.72689 2.1836 1.05307 internal_count=1213 243 970 238 110 65 is_linear=0 shrinkage=0.1 Tree=782 num_leaves=7 num_cat=0 split_feature=5 0 4 4 4 0 split_gain=0.0686129 0.113941 0.146931 0.0964106 0.157462 0.133241 threshold=59.000000000000007 0.0016035000000000001 115.00000000000001 126.00000000000001 168.50000000000003 0.043260000000000007 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=-0.07533315515384098 0.038943853101184853 -0.07671519118864803 0.077665999220509527 0.037186400423625525 0.0013029396798542271 -0.077981745021070428 leaf_weight=0.11957941384025872 0.74377423902797346 0.25289257243275365 0.15870551764964957 0.12969908013474096 14.95077624222148 0.44552571978420019 leaf_count=117 24 18 2 27 969 56 internal_value=0.000145384 0.000686447 -0.00109895 0.000120254 -0.000672412 -0.0520142 internal_weight=16.801 16.6814 15.9376 15.6847 15.526 0.575225 internal_count=1213 1096 1072 1054 1052 83 is_linear=0 shrinkage=0.1 Tree=783 num_leaves=7 num_cat=0 split_feature=21 20 21 21 21 7 split_gain=0.0537619 0.286643 0.226823 0.230786 0.212863 0.275468 threshold=0.52831749655000015 0.80539130785000002 0.22161084545000001 0.17894063045000003 0.14357116100000003 83.814145346247159 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=0.0006897713399989301 -0.011652754785767022 -0.079766425960415541 0.030040252898040139 -0.058352138824371159 0.04586090216819888 -0.082284003997216471 leaf_weight=15.328144247771661 3.6172285680659106 0.42438774881884356 2.7370870038866988 0.67279468849301238 1.0109606683254231 0.41084312135353762 leaf_count=1118 38 7 19 6 5 20 internal_value=-0.000409402 0.00156637 0.00327852 -0.000925706 0.00138094 -0.00147614 internal_weight=24.2014 20.5842 20.1598 17.4227 16.7499 15.739 internal_count=1213 1175 1168 1149 1143 1138 is_linear=0 shrinkage=0.1 Tree=784 num_leaves=2 num_cat=0 split_feature=3 split_gain=3.48263e-05 threshold=8.5000000000000018 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0073733552875479228 0.033567931687580745 leaf_weight=0.0010244961794816376 0.0010059016771961637 leaf_count=783 430 internal_value=0.0203507 internal_weight=0.0020304 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=785 num_leaves=7 num_cat=0 split_feature=21 21 15 20 21 20 split_gain=0.063747 0.184207 0.0912082 0.0794352 0.129087 0.302905 threshold=0.21159832495000003 0.30468621685000002 4.5000000000000009 0.21136375875000005 0.77990823500000006 0.84483228280000011 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=0.017673432217870554 -0.045333173208738552 0.033354452188554561 -0.046343124975728345 0.00034247031991386899 -0.029394178126419198 0.075343113486677549 leaf_weight=1.9535068760760621 0.90613093227148056 0.7576872706413269 0.40513326921518356 19.047337458403511 1.3602190855890501 0.55415477976202865 leaf_count=35 9 9 177 962 14 7 internal_value=0.000329683 -0.00114145 0.000668465 0.00154538 0.000395596 0.00246282 internal_weight=24.9842 23.0307 22.1245 21.7194 20.9617 19.6015 internal_count=1213 1178 1169 992 983 969 is_linear=0 shrinkage=0.1 Tree=786 num_leaves=7 num_cat=0 split_feature=10 10 15 10 5 8 split_gain=0.0642772 0.328293 0.106491 0.240335 0.0677424 0.359773 threshold=30.500000000000004 35.000000000000007 4.5000000000000009 13.500000000000002 3216.0000000000005 5.0737447080006826 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=0.0010251515519557448 0.073646703371858066 -0.075298954303290325 0.046902471681031205 -0.076282347106317455 0.018357031435276921 -0.070473463593042657 leaf_weight=12.632259777597021 0.49884682891917087 0.21039346174802631 0.44542250465019684 0.43141573801403943 1.6780356098897762 0.74529564408294469 leaf_count=412 70 137 34 189 111 260 internal_value=6.5015e-06 0.0294625 -0.00130475 -0.00269124 -0.000582497 -0.00295821 internal_weight=16.6417 0.70924 15.9324 15.487 15.0556 13.3776 internal_count=1213 207 1006 972 783 672 is_linear=0 shrinkage=0.1 Tree=787 num_leaves=7 num_cat=0 split_feature=20 20 20 21 20 7 split_gain=0.0541877 0.144585 0.159711 0.130165 0.245196 0.328155 threshold=0.69019084205000014 0.49686210610000009 0.48408422815000002 0.32816394200000004 0.090231592850000014 83.814145346247159 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=0.00066562211769720814 0.015580704255594369 -0.02552461682604661 0.063901983060710862 -0.024423508941539954 0.037886396234587297 -0.098922019158583202 leaf_weight=15.177364039415821 1.9601384899578977 2.2949843360111108 0.39552279561757941 2.0029560923576346 1.7593297311104823 0.3382527809590109 leaf_count=1118 23 21 3 20 14 14 internal_value=-0.000350476 -0.00177194 0.000998905 -0.000291671 0.00250631 -0.00150547 internal_weight=23.9285 21.9684 19.6734 19.2779 17.2749 15.5156 internal_count=1213 1190 1169 1166 1146 1132 is_linear=0 shrinkage=0.1 Tree=788 num_leaves=2 num_cat=0 split_feature=8 split_gain=3.45969e-05 threshold=6.8786822906706275 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.0070790999434175222 0.033195905665282542 leaf_weight=0.0010206145109608045 0.0010083457661416162 leaf_count=978 235 internal_value=0.0200585 internal_weight=0.00202896 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=789 num_leaves=7 num_cat=0 split_feature=4 5 4 0 0 4 split_gain=0.0606273 0.157943 0.147241 0.416509 0.78922 0.585608 threshold=126.00000000000001 63.000000000000007 219.50000000000003 0.034740000000000007 0.18889600000000004 164.50000000000003 decision_type=8 10 8 10 10 10 left_child=1 -1 3 -2 -5 -6 right_child=2 -3 -4 4 5 -7 leaf_value=0.018816280788150008 -0.034096197642082195 -0.025871646597017697 -0.0023505976756036913 0.083020808743742416 -0.058914085477203296 0.044169194069170858 leaf_weight=1.1624987255781918 1.2166838813573146 2.4742114394903183 15.997761051838095 1.746949306689203 1.0935835018754008 1.1109537761658428 leaf_count=39 54 29 975 73 11 32 internal_value=0.000340649 -0.0115869 0.00239002 0.0170643 0.0328169 -0.00696633 internal_weight=24.8026 3.63671 21.1659 5.16817 3.95149 2.20454 internal_count=1213 68 1145 170 116 43 is_linear=0 shrinkage=0.1 Tree=790 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 21 split_gain=0.0704262 0.29883 0.204076 0.187588 0.161988 0.241648 threshold=0.40212573240000005 0.47672111840000003 0.23075891465000004 0.60557055170000018 0.67776481820000012 0.76615868215000016 decision_type=8 8 10 8 8 10 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.010826876220262434 0.053731698552848664 -0.047672823640536217 -0.03809086177117732 0.039875795221604088 0.00097881179447244985 -0.089995304122586203 leaf_weight=1.7622545999955721 1.0772382318973539 0.81168452277779579 1.6525576487183569 1.0312442556023595 9.8004454266483627 0.30094245448708612 leaf_count=35 6 12 15 9 1133 3 internal_value=-6.38838e-05 0.00328821 -0.0128463 -0.0012612 0.00212268 -0.00173151 internal_weight=16.4364 13.0216 3.41481 11.9443 11.1326 10.1014 internal_count=1213 1163 50 1157 1145 1136 is_linear=0 shrinkage=0.1 Tree=791 num_leaves=7 num_cat=0 split_feature=4 4 4 4 4 4 split_gain=0.0525004 0.453944 0.276687 0.244942 0.392165 0.225547 threshold=219.50000000000003 267.00000000000006 164.50000000000003 343.00000000000006 446.00000000000006 176.00000000000003 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -3 -5 -4 right_child=1 3 5 4 -6 -7 leaf_value=0.00031409069091651562 0.08415064367996189 -0.06409952528711664 0.0043772277365764179 0.06301711183098728 -0.0070013513286534546 -0.082313152107249932 leaf_weight=15.53022862551734 0.68714357540011572 0.56777990655973543 0.4929091790691007 0.96146148815751065 4.7607833325680398 0.76732473727315664 leaf_count=263 6 32 27 24 830 31 internal_value=-0.000313017 0.00697787 -0.0033427 -0.00145275 0.00476327 -0.0484064 internal_weight=23.7676 6.97717 16.7905 6.29002 5.72224 1.26023 internal_count=1213 892 321 886 854 58 is_linear=0 shrinkage=0.1 Tree=792 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.0006188 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.036570339710302366 0.074419250735396653 leaf_weight=0.0010069914087402765 0.0010023234999678721 leaf_count=1121 92 internal_value=0.0187955 internal_weight=0.00200931 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=793 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.0640444 0.154201 0.222881 0.252754 0.0910061 0.330526 threshold=0.21159832495000003 0.30468621685000002 0.88018356465000014 0.70900696330000013 0.2809201300000001 0.77990823500000006 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=0.017782941537842285 -0.042685699233706978 0.00034356432629838196 0.068915526724061441 -0.078063368736964095 0.017264533497931521 -0.078466904835057874 leaf_weight=1.9444121643637116 0.859018350020051 17.4380212922106 0.4661242738366117 0.41711361333727737 2.8184025343507519 0.54890621080994506 leaf_count=35 9 1122 4 6 31 6 internal_value=0.000369508 -0.00113216 0.000513654 -0.000988707 0.000556517 -0.00206149 internal_weight=24.492 22.5476 21.6886 21.2224 20.8053 17.9869 internal_count=1213 1178 1169 1165 1159 1128 is_linear=0 shrinkage=0.1 Tree=794 num_leaves=7 num_cat=0 split_feature=0 4 7 0 4 0 split_gain=0.0635439 0.205465 0.169011 0.15543 0.124947 0.241388 threshold=0.0041515000000000015 168.50000000000003 24.174786911492145 34.660699500000007 840.50000000000011 19.409948500000002 decision_type=8 8 8 10 8 10 left_child=2 3 -1 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.055993757763665143 -0.076822065600967493 -0.0034027565080780539 -0.015387937881977266 0.020200378390630221 -0.0025383615800759814 0.075049012121356229 leaf_weight=0.67433414841071004 0.6035275015892666 1.0230213805334631 0.65280015772100353 0.22730346769094467 12.465422583757345 0.63604930276051153 leaf_count=77 126 129 23 5 835 18 internal_value=-8.88889e-05 -0.00194985 0.020882 -0.0502781 0.000892919 0.0266738 internal_weight=16.2825 14.9553 1.32713 0.830831 14.1245 1.65907 internal_count=1213 1113 100 131 982 147 is_linear=0 shrinkage=0.1 Tree=795 num_leaves=7 num_cat=0 split_feature=4 0 4 0 3 0 split_gain=0.056366 0.114356 0.484983 0.42226 0.393862 0.275335 threshold=109.00000000000001 0.030394000000000001 163.00000000000003 0.033085500000000004 2.5000000000000004 0.037647000000000007 decision_type=8 8 8 8 10 8 left_child=-1 2 -2 -3 -4 -5 right_child=1 3 4 5 -6 -7 leaf_value=0.027496381679761553 -0.079425930763116451 0.093212070929354462 0.063577601038932077 -0.080841324786637969 -0.082357974803154321 0.00040097705445001379 leaf_weight=0.70616599358618515 0.86417349521071307 0.48398176449700159 0.68782168906182062 0.42604998358547419 0.25294590394946592 19.980961151136462 leaf_count=18 62 5 12 26 146 944 internal_value=-0.000326485 -0.00119217 -0.0253415 0.00089428 0.0243396 -0.00129517 internal_weight=23.4021 22.6959 1.80494 20.891 0.940768 20.407 internal_count=1213 1195 220 975 158 970 is_linear=0 shrinkage=0.1 Tree=796 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=797 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 20 split_gain=0.0636873 0.178832 0.0837702 0.12405 0.309205 0.236053 threshold=0.73719218350000004 0.67806301170000005 0.58816367370000011 0.46075395060000007 0.40189712030000008 0.32448833230000007 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=-0.00012648143810862865 -0.018487994126175356 0.058765663978444307 -0.02934041216693721 0.029829071855368806 -0.080861773167223386 0.076574777303178021 leaf_weight=18.820447824149618 1.670486781746148 0.53698038309812446 0.91054501011967559 1.4535370711237181 0.46678657829761405 0.40998098999261756 leaf_count=1157 20 6 9 15 3 3 internal_value=0.000353645 0.00174644 0.000358568 0.00163712 -0.000443282 0.00150874 internal_weight=24.2688 22.5983 22.0613 21.1508 19.6972 19.2304 internal_count=1213 1193 1187 1178 1163 1160 is_linear=0 shrinkage=0.1 Tree=798 num_leaves=7 num_cat=0 split_feature=19 19 20 20 19 21 split_gain=0.0658109 0.266851 0.182193 0.158747 0.136029 0.141245 threshold=0.40212573240000005 0.47672111840000003 0.53591571275000016 0.28541997880000008 0.49277379045000008 0.80522880530000018 decision_type=8 8 8 8 8 10 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=-0.038590484870396492 0.051496752017039585 -0.040156134071047601 0.0082782715222980661 0.082663146162091278 0.0025514858024283213 -0.079158554302020012 leaf_weight=1.4836321789438782 1.0552037619054315 0.95166469272226095 1.8808779250830414 0.20736734569072723 10.329400581464139 0.21597860008478242 leaf_count=34 6 13 16 1 1140 3 internal_value=5.21657e-05 0.00333276 -0.0123892 -0.00100943 0.00245522 0.000877993 internal_weight=16.1241 12.7596 3.36451 11.7044 10.7527 10.5454 internal_count=1213 1163 50 1157 1144 1143 is_linear=0 shrinkage=0.1 Tree=799 num_leaves=7 num_cat=0 split_feature=0 0 0 0 4 0 split_gain=0.052535 0.497763 0.375768 0.345457 0.494463 0.312478 threshold=0.048128000000000004 0.059867500000000004 0.043260000000000007 0.06754300000000002 126.00000000000001 0.10875250000000002 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=-0.0042061254960667439 -0.071650855221308984 0.062994993885011258 0.068296203794958946 -0.091305722838218667 -0.077674581860451342 0.0037325636015271566 leaf_weight=3.9668029300853522 0.99464581903885019 0.85695587052032962 0.87199145570775716 0.59913624450564462 0.48641672498365451 15.389149785605696 leaf_count=290 41 13 7 12 58 792 internal_value=-0.000408384 -0.00285541 0.0088594 0.00109269 -0.00212725 0.0012383 internal_weight=23.1651 18.3263 4.83879 17.3317 16.4747 15.8756 internal_count=1213 916 297 875 862 850 is_linear=0 shrinkage=0.1 Tree=800 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=801 num_leaves=7 num_cat=0 split_feature=19 21 19 21 21 19 split_gain=0.0662775 0.311364 0.281242 0.176098 0.236548 0.16656 threshold=0.40212573240000005 0.66751876125000009 0.47672111840000003 0.76615868215000016 0.57329773635000014 0.60557055170000018 decision_type=8 8 8 10 10 8 left_child=1 -1 -2 4 5 -4 right_child=2 -3 3 -5 -6 -7 leaf_value=0.040375591244424497 -0.079445061756518387 -0.02212249911905248 -0.059749226018944529 0.04253859753680507 -0.079653198237239348 0.00096820553292167226 leaf_weight=1.8580128840212635 0.45609389245510101 1.3961156457662585 0.46304710954427719 0.92692693881690402 0.38525450229644675 18.597572337480432 leaf_count=37 6 13 4 11 3 1139 internal_value=0.000289888 0.0135621 -0.00178365 -4.50117e-05 -0.00207485 -0.000506827 internal_weight=24.083 3.25413 20.8289 20.3728 19.4459 19.0606 internal_count=1213 50 1163 1157 1146 1143 is_linear=0 shrinkage=0.1 Tree=802 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 19 split_gain=0.077091 0.119638 0.200162 0.160383 0.226416 0.54912 threshold=0.045530632050000013 0.21159832495000003 0.22161084545000001 0.094494154350000012 0.23075891465000004 0.40212573240000005 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=0.046464429096731007 -0.031627120739611672 0.060060995825214993 -0.080757478160461804 0.039789713823696927 -0.065541036307827344 0.0036549200076671702 leaf_weight=0.35230597726308588 1.1678452822379766 0.56373729556798935 0.24594259262084961 1.3381422646343706 1.2794459443539379 11.065949938540138 leaf_count=20 15 3 4 10 14 1147 internal_value=0.000203847 -0.000836815 0.00164423 -0.000719945 0.000718619 -0.00351638 internal_weight=16.0134 15.6611 14.4932 13.9295 13.6835 12.3454 internal_count=1213 1193 1178 1175 1171 1161 is_linear=0 shrinkage=0.1 Tree=803 num_leaves=7 num_cat=0 split_feature=21 20 21 20 4 4 split_gain=0.0558873 0.26984 0.217676 0.0935754 0.0593772 0.170889 threshold=0.52831749655000015 0.80539130785000002 0.50054465195000009 0.69019084205000014 44228.500000000007 4433.0000000000009 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=0.0017613239697317569 -0.01205533189492855 -0.079475783745494299 0.081752134088390091 0.044906246843829441 0.043354142419476639 -0.05338955038025367 leaf_weight=17.32783513257851 3.5135954595170906 0.40157590294256706 0.3477163091301908 0.49261749349534412 0.32117358187679101 0.58066226806179599 leaf_count=761 38 7 2 6 51 348 internal_value=-0.000447337 0.00164729 0.00335558 0.00189958 0.000737415 -2.68792e-05 internal_weight=22.9852 19.4716 19.07 18.7223 18.2297 17.9085 internal_count=1213 1175 1168 1166 1160 1109 is_linear=0 shrinkage=0.1 Tree=804 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=805 num_leaves=7 num_cat=0 split_feature=21 21 19 19 20 19 split_gain=0.0604265 0.143163 0.202502 0.231749 0.0738614 0.203066 threshold=0.21159832495000003 0.30468621685000002 0.88018356465000014 0.70900696330000013 0.55854025360000015 0.63319291535000011 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=0.017463393953632497 -0.041664680901990783 0.00010407762572907883 0.066129059284910044 -0.077784137779389556 0.02072600649090596 -0.078216937232829548 leaf_weight=1.9014606071577871 0.83764086477458477 18.377243497267067 0.45975197851657768 0.38546396791934867 1.6561775244772423 0.33711278066038985 leaf_count=35 9 1136 4 6 19 4 internal_value=0.000358866 -0.0011159 0.000485048 -0.000968988 0.000484557 -0.00130677 internal_weight=23.9549 22.0534 21.2157 20.756 20.3705 18.7144 internal_count=1213 1178 1169 1165 1159 1140 is_linear=0 shrinkage=0.1 Tree=806 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.0687631 0.109331 0.180025 0.0936845 0.140002 0.260111 threshold=0.045530632050000013 0.21159832495000003 0.22161084545000001 0.40212573240000005 0.70900696330000013 0.58816367370000011 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=0.044141591745347902 -0.03074682314071216 0.057488650099599505 -0.017282842852391317 0.024467738334333636 -0.083389154505125573 0.0010389539277645232 leaf_weight=0.34508584922042473 1.1436214984860269 0.54994629323482513 2.773090111091733 2.430476076900959 0.38193656876683235 8.185089778547983 leaf_count=20 15 3 28 22 4 1121 internal_value=-7.49457e-06 -0.00099269 0.00138344 -0.000857194 0.00328464 -0.00272503 internal_weight=15.8092 15.4642 14.3205 13.7706 10.9975 8.56703 internal_count=1213 1193 1178 1175 1147 1125 is_linear=0 shrinkage=0.1 Tree=807 num_leaves=7 num_cat=0 split_feature=21 21 21 20 21 21 split_gain=0.0533802 0.0999731 0.107345 0.253284 0.201252 0.0839438 threshold=0.88726092775000021 0.80522880530000018 0.52831749655000015 0.80539130785000002 0.50054465195000009 0.22161084545000001 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=-0.00061890281928638977 -0.029661909749858703 0.038202585550569913 -0.021777976509121208 -0.079187910248838422 0.081220228910235573 0.019981471139732362 leaf_weight=16.399368572353239 0.60575647465884586 0.67911023646592994 2.1846996881067744 0.38038959540426631 0.32516733556985755 2.249368315562605 leaf_count=1149 11 6 21 7 2 17 internal_value=-0.000373227 0.000425302 -0.000765791 0.00160605 0.00322581 0.00186587 internal_weight=22.8239 22.2181 21.539 19.3543 18.9739 18.6487 internal_count=1213 1202 1196 1175 1168 1166 is_linear=0 shrinkage=0.1 Tree=808 num_leaves=2 num_cat=0 split_feature=8 split_gain=1.61826e-05 threshold=6.7932115067562515 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.012162479100321984 0.030144423870001508 leaf_weight=0.0010002044930068621 0.0010016569169888356 leaf_count=933 280 internal_value=0.02116 internal_weight=0.00200186 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=809 num_leaves=7 num_cat=0 split_feature=20 20 21 19 20 21 split_gain=0.0681898 0.177255 0.0856593 0.0792457 0.314233 0.566918 threshold=0.73719218350000004 0.67806301170000005 0.85846023185000009 0.34952334870000007 0.48408422815000002 0.55015385715000009 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.019259951379421648 -0.019379846688593841 0.059684549335561991 0.029227459592525075 -0.0022262109801870883 -0.056390494820705829 0.12725126383176094 leaf_weight=1.7762115689565687 1.6298142578452814 0.51692229509353538 0.98623013496398826 17.567372589161117 1.0355175770819176 0.34480471163988013 leaf_count=34 20 6 11 1126 12 4 internal_value=0.000363681 0.00181139 0.000433418 -0.000936862 -0.00283017 0.000266196 internal_weight=23.8569 22.2271 21.7101 20.7239 18.9477 17.9122 internal_count=1213 1193 1187 1176 1142 1130 is_linear=0 shrinkage=0.1 Tree=810 num_leaves=7 num_cat=0 split_feature=5 0 9 0 9 5 split_gain=0.0644772 0.0975932 0.128309 0.553085 0.19994 0.135648 threshold=59.000000000000007 0.0016035000000000001 5.6838105482676164 15.507097500000002 5.8973603555135847 736.00000000000011 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=-0.075337587954997731 0.038387980535634608 -0.07284279958996126 0.055095510856295084 0.035774493767283241 -0.057922398506911915 0.0014695697691224831 leaf_weight=0.11267978270916401 0.65403063713279053 1.0713925165327951 0.68408552202163164 0.83353557810187351 0.39740789441566349 11.890791990805951 leaf_count=117 24 198 37 25 123 689 internal_value=3.44892e-05 0.000581317 -0.00108074 -0.0253153 0.00247802 -0.000451203 internal_weight=15.6439 15.5312 14.8772 1.90493 12.9723 12.2882 internal_count=1213 1096 1072 223 849 812 is_linear=0 shrinkage=0.1 Tree=811 num_leaves=7 num_cat=0 split_feature=20 19 19 20 19 19 split_gain=0.055004 0.201421 0.153968 0.130033 0.545701 0.135827 threshold=0.69019084205000014 0.23075891465000004 0.88018356465000014 0.49686210610000009 0.34952334870000007 0.3868135538000001 decision_type=10 8 10 8 8 8 left_child=1 -1 3 -3 -5 -6 right_child=-2 2 -4 4 5 -7 leaf_value=-0.039506728601261837 0.016154916803235782 0.022883136421273053 -0.047891345611374675 -0.11729769547052156 0.069251826760469246 0.00058950567000208836 leaf_weight=1.3312766946799435 1.8420424074865867 2.6445791148580611 0.63108757883310218 0.39388059824705124 0.2935483381152153 15.535167158319849 leaf_count=29 23 26 5 3 2 1125 internal_value=-0.00040836 -0.00187312 0.000696379 0.00232159 -0.00103032 0.00186287 internal_weight=22.6716 20.8295 19.4983 18.8672 16.2226 15.8287 internal_count=1213 1190 1161 1156 1130 1127 is_linear=0 shrinkage=0.1 Tree=812 num_leaves=2 num_cat=0 split_feature=4 split_gain=2.73326e-05 threshold=1968.0000000000002 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0087449753639274441 0.032052869233506663 leaf_weight=0.0010020868912228309 0.0010104435577460436 leaf_count=686 527 internal_value=0.0204473 internal_weight=0.00201253 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=813 num_leaves=7 num_cat=0 split_feature=20 20 15 14 16 3 split_gain=0.0557345 0.157071 0.07506 0.0720624 0.0723132 0.0649847 threshold=0.73719218350000004 0.67806301170000005 4.5000000000000009 3.5000000000000004 2.0000000000000004 15.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 5 4 -4 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.00010946222135974338 -0.0176275208996171 0.056526762154497423 -0.07568171386534811 0.076096170796135926 0.071527547360275154 0.025794010394464929 leaf_weight=20.220804738699385 1.6117184460163105 0.509270079433917 0.30031698730453982 0.044466712022767751 0.037540559947956353 1.0172100161507831 leaf_count=871 20 6 91 11 85 129 internal_value=0.000326086 0.00163366 0.000340649 -0.0435745 -0.0593248 0.0011312 internal_weight=23.7413 22.1296 21.6203 0.382324 0.337858 21.238 internal_count=1213 1193 1187 187 176 1000 is_linear=0 shrinkage=0.1 Tree=814 num_leaves=7 num_cat=0 split_feature=19 21 19 19 20 21 split_gain=0.0658011 0.242976 0.0787716 0.27551 0.178296 0.162451 threshold=0.96640487470000014 0.10560630940000001 0.70900696330000013 0.63319291535000011 0.18647970780000003 0.66751876125000009 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=-0.091900299072256941 0.044013801011101972 -0.082299997242643363 -0.018265887172782751 0.054978634310485469 -0.0046679058111558551 0.024653115620659093 leaf_weight=0.28823604412923487 0.33238168060779649 0.26101189595647156 1.890296425670386 0.96536043286323625 9.3370795111004465 2.3689992036670438 leaf_count=22 2 8 17 8 1139 17 internal_value=1.55308e-06 -0.000966542 0.000801713 0.00358876 -0.00055675 0.00126589 internal_weight=15.4434 15.111 14.8227 12.9325 11.9671 11.7061 internal_count=1213 1211 1189 1172 1164 1156 is_linear=0 shrinkage=0.1 Tree=815 num_leaves=7 num_cat=0 split_feature=4 4 0 0 0 0 split_gain=0.052167 0.408246 0.288244 0.39755 0.27144 0.247461 threshold=219.50000000000003 267.00000000000006 0.27086550000000004 0.066242500000000024 0.10875250000000002 14.857993000000002 decision_type=10 10 10 10 10 8 left_child=2 -2 3 -1 -3 -4 right_child=1 4 5 -5 -6 -7 leaf_value=-0.0051473163616719483 0.08344809027560221 -0.047333453386914977 -0.087977005681198026 0.046802475253418574 0.0086791698064609523 -0.0069567037870434936 leaf_weight=12.640001899562774 0.63327077776193696 1.0438542651921325 0.71038846205919859 1.6673903772607435 5.0542761474002873 0.80323113873600971 leaf_count=236 6 230 23 34 656 28 internal_value=-0.000346165 0.0070272 -0.00348333 0.000906937 -0.000908853 -0.044982 internal_weight=22.5524 6.7314 15.821 14.3074 6.09813 1.51362 internal_count=1213 892 321 270 886 51 is_linear=0 shrinkage=0.1 Tree=816 num_leaves=2 num_cat=0 split_feature=0 split_gain=9.1366e-05 threshold=0.0046810000000000003 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.042193929075727887 3.0150407184884241e-05 leaf_weight=0.0010136074424309527 0.0010425271982779094 leaf_count=188 1025 internal_value=0.0208155 internal_weight=0.00205613 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=817 num_leaves=7 num_cat=0 split_feature=8 2 6 4 3 5 split_gain=0.05763 0.102559 0.0879892 0.120556 0.236752 0.113772 threshold=7.2680146144134401 44.500000000000007 123.27836675349852 407.50000000000006 15.500000000000002 3098.5000000000005 decision_type=10 10 10 8 10 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.0014530973080939258 8.9238972747367223e-05 -0.077576844973582249 0.076185714516750991 -0.023389104240286462 0.07173372621402381 -0.028938222811513304 leaf_weight=19.972299043136456 0.4883066687043528 0.26085003789557959 0.34802442463114736 0.7660324728640262 0.39738707529977546 1.3127544136668792 leaf_count=785 68 20 24 51 58 207 internal_value=0.0003374 -0.0269534 0.00123425 0.0245485 0.00910183 -0.000421286 internal_weight=23.5457 0.749157 22.7965 1.51144 1.16342 21.2851 internal_count=1213 88 1125 133 109 992 is_linear=0 shrinkage=0.1 Tree=818 num_leaves=7 num_cat=0 split_feature=19 19 21 20 20 21 split_gain=0.160692 0.0805222 0.221104 0.154932 0.343921 0.159677 threshold=0.094494154350000012 0.23075891465000004 0.59547364865000019 0.80539130785000002 0.67806301170000005 0.045530632050000013 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.080491467360953611 0.023950584039456484 0.084588415717702675 -0.03316356338102578 0.048058204304503464 -0.071790106362550926 0.0033411021684589511 leaf_weight=0.24423848557194106 1.4186461977660654 0.24778905510902405 1.8558500567451108 0.74665348604321558 0.6131944842636593 10.165747299140996 leaf_count=23 12 1 22 6 8 1141 internal_value=-2.88971e-05 0.00127707 -0.00108298 0.00397391 0.000988832 0.00527437 internal_weight=15.2921 15.0479 13.6292 11.7734 11.0267 10.4135 internal_count=1213 1190 1178 1156 1150 1142 is_linear=0 shrinkage=0.1 Tree=819 num_leaves=7 num_cat=0 split_feature=4 5 4 4 5 4 split_gain=0.050187 0.0814675 0.524746 0.0751563 0.248345 0.053789 threshold=109.00000000000001 63.000000000000007 163.00000000000003 115.00000000000001 76.000000000000014 32495.000000000004 decision_type=8 8 8 8 8 10 left_child=-1 2 -2 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.025892834703071889 -0.079610484644894439 0.017664805829070051 0.039073410013003781 -0.078263542562122784 -0.00073667781981046716 0.035983749351253376 leaf_weight=0.70644351094961066 0.79100458603352897 2.2592317424714556 0.70417260751128208 0.41376104764640853 17.10756879877184 0.40843675850191985 leaf_count=18 73 26 28 27 973 68 internal_value=-0.000336981 -0.00119152 -0.0237148 0.000476537 -0.00168926 0.000119566 internal_weight=22.3906 21.6842 1.49518 20.189 17.9298 17.516 internal_count=1213 1195 101 1094 1068 1041 is_linear=0 shrinkage=0.1 Tree=820 num_leaves=2 num_cat=0 split_feature=3 split_gain=3.4312e-05 threshold=8.5000000000000018 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0064556664194672791 0.032514928443299625 leaf_weight=0.0010152674936092509 0.0010058493668436697 leaf_count=783 430 internal_value=0.0194246 internal_weight=0.00202112 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=821 num_leaves=7 num_cat=0 split_feature=20 20 19 19 20 20 split_gain=0.0631755 0.371377 0.0701594 0.265984 0.151149 0.297465 threshold=0.84483228280000011 0.78051033435000006 0.40212573240000005 0.47672111840000003 0.40189712030000008 0.60478927825000006 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=0.017062463159436169 0.027046633319170267 -0.080384727852421747 -0.079249191185246232 0.029046782660635453 -0.063924375178149098 0.0010165001936185522 leaf_weight=2.5249123627372683 0.85232625529169936 0.56990643870085378 0.42128767725080252 1.7545494474470613 0.73688657023012638 16.476726830715073 leaf_count=43 11 6 5 17 10 1121 internal_value=0.000323222 -0.0006898 0.00138275 -0.000659075 0.00108643 -0.00176351 internal_weight=23.3366 22.4843 21.9144 19.3895 18.9682 17.2136 internal_count=1213 1202 1196 1153 1148 1131 is_linear=0 shrinkage=0.1 Tree=822 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 19 split_gain=0.06158 0.0928593 0.184043 0.166205 0.203229 0.291147 threshold=0.045530632050000013 0.70900696330000013 0.63319291535000011 0.49277379045000008 0.40212573240000005 0.34952334870000007 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=0.044732937255141658 0.00022142010811430831 -0.021351106618019377 0.043522376748939939 -0.04905642072278743 0.038367309987002038 -0.086498869224607852 leaf_weight=0.3013508770924318 9.5003062763462296 1.9360096026211966 0.99186912924051363 0.6870329789817341 1.3265598267316807 0.40358903631568033 leaf_count=20 1139 18 9 12 9 6 internal_value=-1.98339e-05 -0.000928285 0.00213452 -0.00131012 0.00161081 -0.00331248 internal_weight=15.1467 14.8454 12.9094 11.9175 11.2305 9.9039 internal_count=1213 1193 1175 1166 1154 1145 is_linear=0 shrinkage=0.1 Tree=823 num_leaves=7 num_cat=0 split_feature=0 4 4 0 0 7 split_gain=0.0481086 0.441275 0.378968 0.157169 0.385526 0.332867 threshold=5.1500000000000012e-05 163.00000000000003 109.00000000000001 0.030394000000000001 0.033085500000000004 69.792058971722028 decision_type=8 10 8 8 8 10 left_child=1 -1 -2 5 -5 -4 right_child=2 -3 3 4 -6 -7 leaf_value=-0.077041362401278637 0.09497350561720197 0.076782346072847021 -0.08136197918939897 0.090949154507569532 -0.0014239649885161628 0.033531370774810304 leaf_weight=0.5409904476255204 0.41708475351334229 0.2846030555665493 0.67562996439451939 0.46257695974782009 19.423434197313117 0.40231934805059133 leaf_count=60 1 5 83 5 970 89 internal_value=-0.000327908 -0.0240144 0.000586708 -0.00129115 0.000724765 -0.0384807 internal_weight=22.2066 0.825594 21.381 20.964 19.886 1.07795 internal_count=1213 65 1148 1147 975 172 is_linear=0 shrinkage=0.1 Tree=824 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000616878 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.035957555302494296 0.074369502663759329 leaf_weight=0.0010193045290867175 0.001007952081703678 leaf_count=1121 92 internal_value=0.0188971 internal_weight=0.00202726 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=825 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 19 split_gain=0.0599352 0.133225 0.159162 0.212385 0.0798285 0.323332 threshold=0.21159832495000003 0.30468621685000002 0.88018356465000014 0.70900696330000013 0.66751876125000009 0.31709358510000007 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=0.017861748045379652 -0.040759033002106385 0.020747080838703944 0.058798498242158728 -0.077723074442654944 -0.053883645988436958 0.0019527774449039814 leaf_weight=1.8052382981077242 0.81526067759841681 1.7735092500224707 0.45724967867135902 0.35324161965399881 1.1053364947438238 16.795366591723017 leaf_count=35 9 23 4 6 9 1127 internal_value=0.000366984 -0.00111575 0.000461992 -0.000869898 0.000509967 -0.00149502 internal_weight=23.1052 21.3 20.4847 20.0275 19.6742 17.9007 internal_count=1213 1178 1169 1165 1159 1136 is_linear=0 shrinkage=0.1 Tree=826 num_leaves=7 num_cat=0 split_feature=0 0 0 0 6 8 split_gain=0.0603224 0.0931881 0.237058 0.191357 0.0989693 0.326439 threshold=60.179807500000003 30.036528000000001 19.409948500000002 10.319922000000002 85.071635054909578 4.8041795717335134 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=-3.2474236771275947e-05 0.045524541666324449 -0.031776423425030551 0.056081916131637766 -0.067263652868971527 0.017824123749840996 -0.080854312348423274 leaf_weight=9.5263089164882224 0.28404373524244952 0.92222588439472097 0.74087291245814491 0.43519308936083767 2.5389006274205608 0.52740747362258922 leaf_count=329 15 80 25 32 555 177 internal_value=-0.000119936 -0.00100246 0.00105878 -0.0020703 0.000182738 -0.0042723 internal_weight=14.975 14.6909 13.7687 13.0278 12.5926 10.0537 internal_count=1213 1198 1118 1093 1061 506 is_linear=0 shrinkage=0.1 Tree=827 num_leaves=7 num_cat=0 split_feature=5 6 8 0 0 9 split_gain=0.0517907 0.113386 0.0785863 0.358698 0.294995 0.249387 threshold=4795.5000000000009 83.983371416288037 4.4954850976912946 0.27086550000000004 0.066242500000000024 6.1041741653575761 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=-0.0021662485381503081 0.05710994558756171 -0.04847794609691352 0.037683729419101565 -0.039581032575938202 0.041152209453631475 -0.009527387145780615 leaf_weight=12.772063582903153 0.12607541820034374 0.52607376818217855 2.0792831346989251 2.2688020556233814 1.7927175895310927 2.4223997814015092 leaf_count=246 9 240 166 93 42 417 internal_value=-0.000305698 -0.0280654 0.000542824 -0.00259569 0.00316564 0.012279 internal_weight=21.9874 0.652149 21.3353 16.8336 14.5648 4.50168 internal_count=1213 249 964 381 288 583 is_linear=0 shrinkage=0.1 Tree=828 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=829 num_leaves=7 num_cat=0 split_feature=4 0 5 0 0 0 split_gain=0.0546409 0.155026 0.256783 0.124876 0.645159 0.34879 threshold=126.00000000000001 0.048128000000000004 63.000000000000007 0.18889600000000004 0.19793400000000003 0.03899650000000001 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=0.0081461579461715485 -0.013143867691741397 0.012935758198854806 -0.06510796870666799 -0.10841005389100034 0.0018869619351908385 0.038751004815573087 leaf_weight=0.91762134898454228 2.3327274960647655 1.491021337918937 1.0000038295984268 0.55164457997306904 13.71994733151314 2.9117409542523092 leaf_count=28 234 24 16 6 664 241 internal_value=0.000432345 -0.0112495 -0.0300544 0.00247268 -0.00237639 0.0156683 internal_weight=22.9247 3.40865 1.91763 19.5161 14.2716 5.24447 internal_count=1213 68 44 1145 670 475 is_linear=0 shrinkage=0.1 Tree=830 num_leaves=7 num_cat=0 split_feature=5 0 4 0 4 6 split_gain=0.0573183 0.0919155 0.175288 0.137354 0.0979226 0.200877 threshold=59.000000000000007 0.0041515000000000015 168.50000000000003 34.660699500000007 840.50000000000011 85.225096274575819 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=-0.075315717951812883 0.028133670998765726 -0.076610194445401333 0.024758503454354056 0.017165416232146579 -0.069845695093416468 0.00025264314819671584 leaf_weight=0.10089262819746991 1.0990876840961608 0.52875841100467269 1.5074135415634362 0.22167457267642021 0.42466949188383196 10.941759871579194 leaf_count=117 34 97 125 5 163 672 internal_value=-0.00019942 0.000315319 -0.00192882 -0.0489093 0.000809729 -0.00236635 internal_weight=14.8243 14.7234 13.6243 0.750433 12.8738 11.3664 internal_count=1213 1096 1062 102 960 835 is_linear=0 shrinkage=0.1 Tree=831 num_leaves=7 num_cat=0 split_feature=0 0 7 0 0 5 split_gain=0.047777 0.13279 0.224357 0.150684 0.11595 0.34409 threshold=45.141901000000011 24.013543000000002 81.226848822243241 14.857993000000002 7.6228285000000016 603.00000000000011 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.00051918258375893581 0.03447224728145358 -0.077499479528706103 0.045350428852723453 0.043118775731985443 -0.083196225992291498 0.041474759247313309 leaf_weight=18.965420843502951 0.3876671634207004 0.52591523143928398 0.20723766461014748 0.7987648171838363 0.57879561185836692 0.35850408588157734 leaf_count=1011 25 83 5 27 11 51 internal_value=-0.000320431 -0.000949692 -0.0427739 0.000531534 -0.00117764 -0.0355113 internal_weight=21.8223 21.4346 0.733153 20.7015 19.9027 0.9373 internal_count=1213 1188 88 1100 1073 62 is_linear=0 shrinkage=0.1 Tree=832 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=833 num_leaves=7 num_cat=0 split_feature=8 2 0 2 9 0 split_gain=0.0545512 0.0943831 0.0906783 0.0743823 0.164995 0.135169 threshold=7.2680146144134401 44.500000000000007 18.636041000000002 12.500000000000002 6.0436561408275784 119.2546645 decision_type=10 10 10 10 8 10 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-8.2615030041770877e-05 -0.031694471349855667 -0.077366377026480526 0.060359507989812093 -0.062865768193697005 0.054274632654470925 -0.075690190303157018 leaf_weight=20.876394883642213 0.32029719124420708 0.24333515720718424 0.1606953227892518 0.17608433315763128 0.87608048713173059 0.088069647550582886 leaf_count=836 56 20 12 18 267 4 internal_value=0.000387426 -0.0266152 -0.000940055 0.00127579 0.0261466 0.0424031 internal_weight=22.741 0.724328 0.480993 22.0166 1.14023 0.96415 internal_count=1213 88 68 1125 289 271 is_linear=0 shrinkage=0.1 Tree=834 num_leaves=7 num_cat=0 split_feature=0 0 0 9 0 9 split_gain=0.0559238 0.0799052 0.190561 0.182667 0.522361 0.196253 threshold=60.179807500000003 30.113607500000004 19.409948500000002 5.837181782204568 0.0031780000000000007 5.8973603555135847 decision_type=10 10 10 8 10 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.027830205206526345 0.044277617611633242 -0.030299987971626793 0.050784232822186887 0.066080491658050786 -0.085182908864245233 -7.667193693046332e-05 leaf_weight=0.75993132501388838 0.27864197094459164 0.87169994623400349 0.72579036944080222 0.46798648619733185 0.88563264593176427 10.71237386554435 leaf_count=87 15 73 32 16 263 727 internal_value=-9.55288e-05 -0.000952761 0.000934968 -0.00188589 -0.0329928 0.00269253 internal_weight=14.7021 14.4234 13.5517 12.8259 1.64556 11.1804 internal_count=1213 1198 1125 1093 350 743 is_linear=0 shrinkage=0.1 Tree=835 num_leaves=7 num_cat=0 split_feature=5 10 9 9 6 6 split_gain=0.0487978 0.102086 0.0864386 0.153853 0.266465 0.289928 threshold=4795.5000000000009 41.000000000000007 7.5456810564319428 6.3944237114723839 83.360795883618621 104.64423076923079 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=-0.0023543620144735825 -0.04623245235217132 0.063343435986401422 0.029143528712946894 -0.035354695066153269 0.074235396820458752 -0.013461895621111893 leaf_weight=17.183295794540651 0.51368399693233868 0.10188679184648208 1.001160868543592 1.2215485152410099 0.9776660336065095 0.61356384679675102 leaf_count=500 219 30 280 120 31 33 internal_value=-0.000344385 -0.0280959 0.000469199 -0.000966464 0.00127098 0.0404201 internal_weight=21.6128 0.615571 20.9972 19.9961 18.7745 1.59123 internal_count=1213 249 964 684 564 64 is_linear=0 shrinkage=0.1 Tree=836 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=837 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.0532042 0.0967756 0.169131 0.169439 0.122983 0.175341 threshold=0.14357116100000003 0.17894063045000003 0.79045400760000006 0.63319291535000011 0.54531097095000014 0.24581294725000002 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.025277693543565755 -0.03439076554497919 0.07287034306607397 0.047270179603823334 -0.044923985129142634 0.052770662750322064 -0.001636150699453642 leaf_weight=0.82212464600434032 0.81751449033617973 0.32134005753323436 0.75121850986033578 0.84358806721866031 0.44587687030434509 18.525056508650344 leaf_count=26 6 5 8 13 6 1149 internal_value=0.000306967 -0.000638872 0.000682168 -0.00105591 0.000862293 -0.000365779 internal_weight=22.5267 21.7046 20.8871 20.1359 19.2923 18.8464 internal_count=1213 1187 1181 1173 1160 1154 is_linear=0 shrinkage=0.1 Tree=838 num_leaves=7 num_cat=0 split_feature=21 21 5 5 4 4 split_gain=0.0603307 0.093033 0.0551019 0.0841003 0.0784364 0.221413 threshold=0.045530632050000013 0.16093797035000004 59.000000000000007 63.000000000000007 126.00000000000001 168.50000000000003 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=0.044111763832532611 -0.038879289004747984 -0.075303186525554178 0.077331196614330175 0.03489699077711779 -0.077347512051072181 0.000994332945567767 leaf_weight=0.30228056499910849 0.62121063575614244 0.094737931278355059 0.14366366714239021 0.62840296234935422 0.37161720992298697 12.344714177825153 leaf_count=20 9 117 2 29 82 954 internal_value=-9.52683e-05 -0.00103603 0.000694691 0.00122847 0.000409185 -0.0012951 internal_weight=14.5066 14.2043 13.5831 13.4884 13.3447 12.7163 internal_count=1213 1193 1184 1067 1065 1036 is_linear=0 shrinkage=0.1 Tree=839 num_leaves=7 num_cat=0 split_feature=4 4 0 0 0 0 split_gain=0.0475862 0.372382 0.225391 0.288154 0.231431 0.223484 threshold=219.50000000000003 267.00000000000006 0.27086550000000004 0.066242500000000024 14.857993000000002 0.10875250000000002 decision_type=10 10 10 10 8 10 left_child=2 -2 3 -1 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=-0.0047289039640072495 0.082795657439849638 -0.044018717867698565 -0.086477883946001199 0.040128832151279437 -0.0038065892977840183 0.0083185445175375829 leaf_weight=12.196369312703608 0.5884231775999077 0.98737236930415573 0.63083649706095335 1.6225328836590041 0.73101150803267967 4.6972972780226883 leaf_count=236 6 230 23 34 28 656 internal_value=-0.00025965 0.0070668 -0.00328714 0.000538023 -0.0421017 -0.000771934 internal_weight=21.4538 6.27309 15.1808 13.8189 1.36185 5.68467 internal_count=1213 892 321 270 51 886 is_linear=0 shrinkage=0.1 Tree=840 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=841 num_leaves=7 num_cat=0 split_feature=20 20 21 19 21 19 split_gain=0.0527615 0.135239 0.0748939 0.0727296 0.367231 0.423156 threshold=0.73719218350000004 0.67806301170000005 0.85846023185000009 0.34952334870000007 0.66751876125000009 0.048263919150000008 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=0.05988621186379111 -0.017658326260348262 0.054066657070883234 0.02795386127115897 -0.016283404495733549 0.0010616388246644296 -0.082874991313193466 leaf_weight=1.0116158714627088 1.525574468076228 0.48010069876909156 0.93908371217548747 2.6720502814277998 15.147060622989116 0.6254162974655636 leaf_count=28 20 6 11 29 1115 4 internal_value=0.000294205 0.00160618 0.000371269 -0.000960051 0.00147945 -0.00226665 internal_weight=22.4009 20.8753 20.3952 19.4561 16.7841 15.7725 internal_count=1213 1193 1187 1176 1147 1119 is_linear=0 shrinkage=0.1 Tree=842 num_leaves=7 num_cat=0 split_feature=19 21 19 19 20 20 split_gain=0.150709 0.0817426 0.386717 0.138871 0.223388 0.284052 threshold=0.094494154350000012 0.57329773635000014 0.2809201300000001 0.70900696330000013 0.67806301170000005 0.78051033435000006 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.080225035076328471 -0.084761176401982774 0.015350376270150318 0.03556760645978848 -0.026535256584940842 -0.086408257399364585 0.0025700036491481441 leaf_weight=0.23068735885783553 0.54744302667677402 3.1897411691024891 2.0089163426309824 1.5147145856171853 0.37960807606577873 6.5393375383591721 leaf_count=23 9 29 17 15 4 1116 internal_value=-4.72737e-05 0.00125712 -0.0028333 0.00146169 0.0062117 -0.00231179 internal_weight=14.4104 14.1798 10.99 10.4426 8.92786 6.91895 internal_count=1213 1190 1161 1152 1137 1120 is_linear=0 shrinkage=0.1 Tree=843 num_leaves=7 num_cat=0 split_feature=0 4 4 5 5 0 split_gain=0.0439523 0.404171 0.349393 0.139075 0.394019 0.0712189 threshold=5.1500000000000012e-05 163.00000000000003 109.00000000000001 1.0000000180025095e-35 63.000000000000007 0.00023600000000000002 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.076859375601181057 0.093424326313075678 0.076633805600856489 0.076207854234566497 -0.079500125470515826 0.078797474714400656 -4.3981657741283318e-05 leaf_weight=0.49727803468704657 0.39760020375251848 0.26189626753330231 0.22923850174993532 0.63715020893141883 0.1152629181448831 19.170609624369213 leaf_count=60 1 5 11 43 3 1090 internal_value=-0.000279192 -0.023908 0.000593729 -0.0012378 -0.00212891 0.000427218 internal_weight=21.309 0.759174 20.5499 20.1523 19.923 19.2859 internal_count=1213 65 1148 1147 1136 1093 is_linear=0 shrinkage=0.1 Tree=844 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000563304 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.03090996372424315 0.074358151299745989 leaf_weight=0.0010066904788015307 0.001026843941790645 leaf_count=1121 92 internal_value=0.0222457 internal_weight=0.00203353 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=845 num_leaves=7 num_cat=0 split_feature=10 13 4 4 2 2 split_gain=0.060131 0.111319 0.0590129 0.111804 0.355658 0.226143 threshold=30.500000000000004 49191.500000000007 126.00000000000001 219.50000000000003 3.5000000000000004 4.5000000000000009 decision_type=10 10 8 8 8 8 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.011400213223971237 0.052368252925976626 -0.072077667256649214 0.016920634817827823 -0.050723020933792468 0.064912365474695727 0.00096288302382287801 leaf_weight=3.2878874577581945 0.097290829922711874 0.27520879102894469 4.4657668233849135 1.316576854325828 0.57935386069584538 12.146692743615858 leaf_count=68 110 97 170 37 40 691 internal_value=0.000264419 -0.0395744 0.000945267 0.00313836 -0.00124462 0.00387419 internal_weight=22.1688 0.3725 21.7963 18.5084 14.0426 12.726 internal_count=1213 207 1006 938 768 731 is_linear=0 shrinkage=0.1 Tree=846 num_leaves=7 num_cat=0 split_feature=21 20 21 21 21 21 split_gain=0.0629156 0.090446 0.324112 0.40999 0.316055 0.254045 threshold=0.045530632050000013 0.49686210610000009 0.30468621685000002 0.57329773635000014 0.80522880530000018 0.9123116092500001 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=0.045448694528079037 -0.016276582789225523 0.053255408142880413 -0.049265420957986722 0.051565635136886556 -0.083217503216457517 0.0023199788032333339 leaf_weight=0.2970325731519381 3.0518857283750549 1.1563097536563871 1.5857508592307565 1.2974608074873684 0.36687034368515015 6.4808047575643268 leaf_count=20 37 10 17 9 5 1115 internal_value=-9.18634e-05 -0.0010623 0.00320255 -0.00274518 0.0063117 -0.00226277 internal_weight=14.2361 13.9391 10.8872 9.73089 8.14514 6.84768 internal_count=1213 1193 1156 1146 1129 1120 is_linear=0 shrinkage=0.1 Tree=847 num_leaves=7 num_cat=0 split_feature=5 6 3 4 4 4 split_gain=0.0430165 0.106443 0.0864812 0.123797 0.165925 0.142352 threshold=4550.0000000000009 83.983371416288037 11.500000000000002 2133.0000000000005 999.50000000000011 446.00000000000006 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=0.0014666321701074863 0.056429851851537455 -0.046378242036647428 0.042426641250754266 -0.045082867078853228 0.03993450190468343 -0.029881885348647854 leaf_weight=16.755598227260656 0.1257290979847302 0.50603753830749199 0.48211562499272886 0.60228821175323233 1.0336995904508501 1.5856196714718169 leaf_count=383 11 248 40 260 176 95 internal_value=-0.000218069 -0.0259182 0.000575529 -0.000434476 0.000953463 -0.00124348 internal_weight=21.0911 0.631767 20.4593 19.9772 19.3749 18.3412 internal_count=1213 259 954 914 654 478 is_linear=0 shrinkage=0.1 Tree=848 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=849 num_leaves=7 num_cat=0 split_feature=20 20 21 19 19 20 split_gain=0.0593974 0.336072 0.0927606 0.118836 0.147788 0.220223 threshold=0.84483228280000011 0.78051033435000006 0.21159832495000003 0.63319291535000011 0.47672111840000003 0.46075395060000007 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=0.025096636044413423 0.027194573517478129 -0.079936821098426758 -0.041216294164798113 -0.031834039900919563 0.043445464905240976 0.0026264534518278928 leaf_weight=1.522321820178149 0.79409371688961883 0.52160425111651321 1.2342997435480354 1.1418671254068602 0.80010725185274978 15.958658236707853 leaf_count=31 11 6 13 15 11 1126 internal_value=0.000343923 -0.000662832 0.00133887 -0.000551233 0.00143402 -0.000521061 internal_weight=21.973 21.1789 20.6573 19.1349 17.9931 17.193 internal_count=1213 1202 1196 1165 1150 1139 is_linear=0 shrinkage=0.1 Tree=850 num_leaves=7 num_cat=0 split_feature=21 21 5 5 4 4 split_gain=0.0552382 0.0910816 0.0500711 0.0724499 0.0643757 0.204662 threshold=0.045530632050000013 0.16093797035000004 59.000000000000007 63.000000000000007 126.00000000000001 168.50000000000003 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=0.042981089750776511 -0.039057908075512696 -0.075287522876369764 0.077024319382201237 0.032080053484620147 -0.077162274083990137 0.0010925534206790342 leaf_weight=0.29127453924718338 0.60212637088261545 0.086114580444695998 0.12486319988965888 0.61427502660080691 0.34379195651854288 11.986996599474878 leaf_count=20 9 117 2 29 82 954 internal_value=-0.000113151 -0.0010255 0.000715169 0.00121593 0.000484713 -0.00108925 internal_weight=14.0494 13.7582 13.156 13.0699 12.9451 12.3308 internal_count=1213 1193 1184 1067 1065 1036 is_linear=0 shrinkage=0.1 Tree=851 num_leaves=7 num_cat=0 split_feature=4 4 4 0 2 8 split_gain=0.0425699 0.324117 0.207953 0.195165 0.20269 0.228894 threshold=219.50000000000003 267.00000000000006 164.50000000000003 0.10875250000000002 3.5000000000000004 5.6744042622234678 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=-2.2063050447983649e-05 0.081906230484168313 -0.041744421713910657 -0.047709422197167839 0.076680220574760316 0.018766994323457634 -0.030411081530826601 leaf_weight=13.842818603385236 0.52451174333691586 0.94427009969896403 0.97912806924432594 0.39480401761829842 2.730398322804831 1.4485457932755705 leaf_count=263 6 230 58 8 158 490 internal_value=-0.000288198 0.00678622 -0.00317226 -0.000354262 0.00819092 0.00172042 internal_weight=20.8645 6.04253 14.8219 5.51802 4.57375 4.17894 internal_count=1213 892 321 886 656 648 is_linear=0 shrinkage=0.1 Tree=852 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.00052524 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.027527186434613306 0.074332984772332841 leaf_weight=0.0010016710916485039 0.0010234910160171751 leaf_count=1121 92 internal_value=0.0239516 internal_weight=0.00202516 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=853 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 9 split_gain=0.0608841 0.28436 0.323564 0.327508 0.312494 0.358881 threshold=4.9672220000000005 0.27086550000000004 0.18889600000000004 446.00000000000006 0.06754300000000002 7.4892924311131219 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0021129257936114052 -0.010830859950998176 0.041014449338676484 -0.10151470819914916 0.012789920413017528 0.081025593127831266 -0.036846243420566048 leaf_weight=13.638969393615758 4.0163905141016576 1.7549549164396001 0.62000624835491058 0.42078705623862345 0.95279463665792608 0.35437461103720125 leaf_count=434 296 211 2 87 104 79 internal_value=0.000287011 0.00280386 -0.00139068 -0.055302 0.0023635 0.0490704 internal_weight=21.7583 17.7419 15.9869 1.04079 14.9461 1.30717 internal_count=1213 917 706 89 617 183 is_linear=0 shrinkage=0.1 Tree=854 num_leaves=7 num_cat=0 split_feature=0 2 4 8 5 11 split_gain=0.0520532 0.0781934 0.196234 0.146333 0.252895 0.216311 threshold=60.179807500000003 12.500000000000002 6416.0000000000009 5.2557369634631668 10692.000000000002 15.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0024078692245470806 0.044455161182552445 -0.023230952230993147 0.058003665576046394 -0.078892663925779802 0.067016967432458538 0.055181063508199561 leaf_weight=10.564407980315986 0.25725134240929115 1.4122366833997535 0.5876300102972899 0.77006404409036189 0.19690142771230512 0.14262179704383016 leaf_count=417 15 357 57 345 11 11 internal_value=-0.000110235 -0.00094866 0.00161771 -0.00122057 -0.035767 -0.0579415 internal_weight=13.9311 13.6739 12.2616 11.674 1.10959 0.912686 internal_count=1213 1198 841 784 367 356 is_linear=0 shrinkage=0.1 Tree=855 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.0442698 0.434823 0.298073 0.292323 0.42125 0.261189 threshold=0.048128000000000004 0.059867500000000004 0.043260000000000007 0.06754300000000002 0.10875250000000002 126.00000000000001 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=-0.004236225624179509 -0.072609075799350081 0.060373204029719352 0.061607056993612498 -0.082299850054709744 -0.087729742726610896 0.0036488791218853354 leaf_weight=3.4886402696215573 0.84184168443607887 0.79183657793327711 0.85630250756366866 0.62551438781121849 0.3200838631019004 13.743109716450817 leaf_count=290 41 13 7 61 9 792 internal_value=-0.000230204 -0.00261808 0.00874019 0.00118807 -0.00200247 0.00156907 internal_weight=20.6673 16.3224 4.34494 15.4805 14.6887 14.0632 internal_count=1213 916 297 875 862 801 is_linear=0 shrinkage=0.1 Tree=856 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=857 num_leaves=7 num_cat=0 split_feature=20 20 21 21 21 21 split_gain=0.0522319 0.307853 0.0818267 0.0979716 0.0843079 0.170084 threshold=0.84483228280000011 0.78051033435000006 0.21159832495000003 0.32816394200000004 0.85846023185000009 0.77990823500000006 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=0.023469674193005392 0.025427406250350133 -0.079538249579529249 -0.036572108371476814 0.0004959848646471799 0.029502937348049714 -0.077526433468090003 leaf_weight=1.5235379137388916 0.79431959614157577 0.48374581011012097 0.72889754734933376 16.64488683352922 0.96983929723501106 0.28416893910616536 leaf_count=31 11 6 9 1139 12 5 internal_value=0.000264073 -0.000704556 0.0011879 -0.000634493 0.000828996 -0.000813689 internal_weight=21.4294 20.6351 20.1513 18.6278 17.8989 16.9291 internal_count=1213 1202 1196 1165 1156 1144 is_linear=0 shrinkage=0.1 Tree=858 num_leaves=7 num_cat=0 split_feature=10 10 10 2 8 7 split_gain=0.0531653 0.275439 0.0924598 0.149393 0.0602422 0.171922 threshold=30.500000000000004 35.000000000000007 13.500000000000002 6.5000000000000009 6.139487725921656 73.492879307441498 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=-0.0016103263489583499 0.073142020352954293 -0.075242770988213345 0.053259341408709762 -0.06656196290021818 0.06650412028024473 -0.016847570135173781 leaf_weight=11.604422598200467 0.42095146358531188 0.1779915711904323 0.13400335190817791 0.46558713455306133 0.48626235747360702 0.5038841327332193 leaf_count=692 70 137 11 201 31 71 internal_value=-9.385e-05 0.0290456 -0.00141662 -0.0397829 0.000409885 0.0240866 internal_weight=13.7931 0.598943 13.1942 0.59959 12.5946 0.990146 internal_count=1213 207 1006 212 794 102 is_linear=0 shrinkage=0.1 Tree=859 num_leaves=7 num_cat=0 split_feature=21 20 21 19 19 19 split_gain=0.0447453 0.228338 0.1709 0.195632 0.236925 0.238712 threshold=0.52831749655000015 0.80539130785000002 0.50054465195000009 0.31709358510000007 0.3868135538000001 0.47672111840000003 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=-0.048385862411318425 -0.01104994540823496 -0.07878069175500374 0.080111905369822295 0.082452469548154397 -0.081612789710734823 0.0043895223095972644 leaf_weight=0.7325918708600323 3.211946928407996 0.34452771628275414 0.28591279685497184 0.38026364147663116 0.32978495210409164 15.110432091988978 leaf_count=25 38 7 2 2 3 1136 internal_value=-0.000216198 0.00180885 0.00345772 0.00213371 0.0044731 0.00255261 internal_weight=20.3955 17.1835 16.839 16.5531 15.8205 15.4402 internal_count=1213 1175 1168 1166 1141 1139 is_linear=0 shrinkage=0.1 Tree=860 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=861 num_leaves=7 num_cat=0 split_feature=19 21 21 20 20 20 split_gain=0.052066 0.0959206 0.184078 0.109814 0.178327 0.105726 threshold=0.76411970895000014 0.16093797035000004 0.22161084545000001 0.73719218350000004 0.55854025360000015 0.31369619650000008 decision_type=10 8 8 10 10 10 left_child=1 -1 -3 4 5 -4 right_child=-2 2 3 -5 -6 -7 leaf_value=0.043239604350894099 0.017815311091229004 -0.057814441257365234 0.0015364531849767502 -0.034788734994283123 0.045466709834821553 -0.02579486301856157 leaf_weight=0.4772428043106629 1.5808944404125203 0.57618094421923161 15.345910781441054 0.88584421761333842 0.86895225662737985 1.5591368712484825 leaf_count=24 17 6 1129 11 12 14 internal_value=0.000354082 -0.00104621 -0.00214494 -0.000425965 0.00128665 -0.000984289 internal_weight=21.2942 19.7133 19.236 18.6598 17.774 16.905 internal_count=1213 1196 1172 1166 1155 1143 is_linear=0 shrinkage=0.1 Tree=862 num_leaves=7 num_cat=0 split_feature=5 2 3 4 4 2 split_gain=0.0528984 0.112475 0.160684 0.115337 0.259964 0.113467 threshold=44725.000000000007 12.500000000000002 6.5000000000000009 343.00000000000006 6673.0000000000009 7.5000000000000009 decision_type=10 10 10 10 10 8 left_child=1 2 3 -1 -5 -4 right_child=-2 -3 5 4 -6 -7 leaf_value=0.00020143325217485901 0.035198781059095595 -0.032342799508942449 0.073813044558391314 -0.074847142267797637 0.051067901012690209 0.01377318719300228 leaf_weight=9.8509026864739972 0.41056226041354271 1.0691499925156893 0.45801938059866976 0.57795158823955795 0.22891034242638852 1.0064001011868982 leaf_count=359 49 318 27 227 31 202 internal_value=-0.000150172 -0.00125036 0.00149192 -0.00277579 -0.0391245 0.0325516 internal_weight=13.6019 13.1913 12.1222 10.6578 0.806862 1.46442 internal_count=1213 1164 846 617 258 229 is_linear=0 shrinkage=0.1 Tree=863 num_leaves=7 num_cat=0 split_feature=4 0 4 3 0 0 split_gain=0.0412388 0.215901 0.192284 0.280797 0.173629 0.521471 threshold=115.00000000000001 0.043260000000000007 149.00000000000003 1.0000000180025095e-35 0.16056050000000002 0.03899650000000001 decision_type=8 10 8 8 8 10 left_child=1 -1 -2 -4 5 -5 right_child=2 -3 3 4 -6 -7 leaf_value=-0.023555269290602598 -0.080201098756851677 0.031776068383211474 0.076355601164210418 0.021253533109255374 0.0025940184505253059 -0.055125242923460119 leaf_weight=1.1430755313485872 0.30997561570257381 1.8409282527863977 0.45979998726398363 1.5733362450437725 12.837531385138387 2.0699174006991163 leaf_count=39 46 23 16 189 725 175 internal_value=-0.000274037 0.0105804 -0.00215164 -0.000723508 -0.00287395 -0.0221411 internal_weight=20.2346 2.984 17.2506 16.9406 16.4808 3.64325 internal_count=1213 62 1151 1105 1089 364 is_linear=0 shrinkage=0.1 end of trees feature_importances: duration=751 feature1=694 bytes_in=549 feature3=456 feature2=335 bytes_out=288 num_pkts_out=256 client_ciphers_count=220 byte_dist_std=207 total_entropy=202 entropy=169 num_pkts_in=165 byte_dist_mean=158 server_cipher=79 supported_groups_count=62 ec_point_formats_count=56 server_extensions_count=51 client_extensions_count=46 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:[] S_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?Rh6hֶ?Rh6h ?Rh6hd?Rh6h+?Rh6hT?Rh6h?Rh6hx?Rh6h%?Rh6hj?Rh6hQ?Rh6h