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)}(_handleX3Ztree 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] [0:679870] [0:141.38235294117646] [0:87.708603978410224] [0:7.8519271379131474] [0:7.9997058639743912] [0:64] [0:26] [0:0] [0:52392] [0:6] [0:26] [0:3] [0:771] [0:771] [0:0.9967765623] [0:0.99972970829999996] [0:0.97435084660000004] tree_sizes=440 853 841 850 906 875 873 873 905 873 873 869 901 874 877 872 904 875 874 873 903 875 879 880 902 875 875 871 896 874 869 877 903 868 868 877 897 881 883 877 910 871 884 876 901 872 885 879 903 878 875 876 906 874 877 877 907 876 884 879 906 877 874 876 911 882 877 881 903 884 874 878 915 875 883 875 907 876 879 877 905 875 881 886 911 886 884 881 910 884 873 878 913 886 877 882 906 889 885 877 907 880 878 884 914 880 880 888 907 885 885 883 905 882 877 881 911 879 880 885 912 879 877 896 909 879 880 879 912 881 874 893 911 880 884 884 905 883 883 881 908 878 885 882 912 888 881 879 903 881 878 894 916 882 881 884 907 885 886 880 910 875 887 875 910 882 884 884 910 880 888 893 913 885 881 881 903 875 890 871 906 888 886 882 910 890 887 885 914 884 882 887 911 881 881 884 920 883 883 892 915 881 888 891 914 890 886 896 914 881 894 885 916 889 893 890 922 883 882 878 920 892 889 884 923 883 889 889 921 898 892 890 918 884 891 876 918 891 895 892 923 890 882 896 918 889 886 896 926 886 882 886 924 886 889 887 923 896 898 894 926 894 883 886 924 888 893 895 926 881 898 896 925 894 887 888 927 892 892 898 927 892 897 896 925 890 886 887 928 889 898 884 928 882 892 887 930 902 895 886 926 894 893 895 929 899 898 903 928 890 894 898 929 884 894 887 933 886 892 885 932 890 891 898 933 899 893 896 935 899 898 892 932 893 890 883 931 896 893 893 936 886 890 887 931 886 888 891 937 886 886 888 934 894 895 890 938 891 897 866 933 883 898 895 938 900 893 890 936 882 892 877 943 899 895 887 939 891 900 883 939 899 898 900 939 890 892 876 940 899 888 892 935 898 889 898 936 901 891 884 935 899 894 898 937 889 896 898 944 904 899 898 944 902 896 886 938 905 900 902 944 900 906 892 944 902 906 884 940 902 895 908 943 894 902 890 946 906 893 886 943 906 895 887 944 891 902 895 946 892 886 897 947 885 904 889 946 891 888 889 945 891 910 906 948 891 891 886 946 895 890 884 942 891 902 885 943 885 892 886 947 891 899 902 941 892 904 891 940 898 897 891 945 883 898 890 950 885 902 889 830 890 903 891 829 902 900 892 829 888 902 893 832 894 897 883 723 894 900 891 725 888 904 886 722 898 896 905 610 893 894 895 607 890 896 891 610 891 886 889 491 903 902 906 491 892 900 907 490 892 898 891 490 893 900 908 492 895 895 900 492 903 902 895 490 897 898 906 378 895 903 889 378 901 903 893 378 893 889 892 377 888 900 892 377 899 895 892 377 889 900 901 378 890 902 892 378 905 895 896 377 898 905 906 487 909 899 893 484 896 895 893 487 899 897 903 Tree=0 num_leaves=3 num_cat=0 split_feature=19 0 split_gain=909 2.84217e-14 threshold=1.0000000180025095e-35 64.315626000000009 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=-1.0862943694310991 -1.4862943694310993 -1.4862943694310993 leaf_weight=75.75 223.09299026429653 4.1570122539997092 leaf_count=16 1187 9 internal_value=-1.38629 -1.48629 internal_weight=303 227.25 internal_count=1212 1196 is_linear=0 shrinkage=1 Tree=1 num_leaves=7 num_cat=0 split_feature=15 0 0 10 0 0 split_gain=132.744 144.836 122.783 44.6302 48.1202 27.453 threshold=4.5000000000000009 2.7156310000000006 0.0075905000000000009 44.000000000000007 1.0733535000000003 30.036528000000001 decision_type=8 10 10 10 8 10 left_child=1 2 -1 -2 -5 -3 right_child=3 5 -4 4 -6 -7 leaf_value=-1.4017905844413046 -1.4741939678992977 -1.4609709139048379 -1.1558583684778205 -1.0862943643361809 -1.4862943472023047 -1.3035177292523201 leaf_weight=30.875192955136299 129.37131549417973 57.696725875139236 59.271447166800499 6.4357062280178043 5.6459627151489267 13.703652083873747 leaf_count=109 186 158 585 74 12 88 internal_value=-1.38629 -1.32436 -1.24009 -1.45703 -1.27322 -1.43075 internal_weight=303 161.547 90.1466 141.453 12.0817 71.4004 internal_count=1212 940 694 272 86 246 is_linear=0 shrinkage=1 Tree=2 num_leaves=7 num_cat=0 split_feature=0 9 4 8 3 5 split_gain=164.353 112.934 58.0747 28.3462 51.0985 28.2583 threshold=2.7156310000000006 7.9320252844772936 23996.500000000004 5.1998592407613584 6.5000000000000009 13540.000000000002 decision_type=8 8 8 10 10 8 left_child=-1 3 -3 4 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-1.4514914461098622 -1.4429104905853931 -1.1099169637077004 -1.4630083206478297 -1.4534019494388848 -1.1368160070338404 -1.2534937073816133 leaf_weight=169.87646849453449 12.775909051299097 29.452795088291168 7.9342020303010932 39.318884998559952 9.5159253031015378 34.1258175522089 leaf_count=806 59 80 34 100 23 110 internal_value=-1.38629 -1.3031 -1.21761 -1.40233 -1.31225 -1.29302 internal_weight=303 133.124 71.5128 61.6107 22.2918 42.06 internal_count=1212 406 224 182 82 144 is_linear=0 shrinkage=1 Tree=3 num_leaves=7 num_cat=0 split_feature=0 10 9 8 2 8 split_gain=148.673 112.388 113.525 73.1929 47.9181 46.6544 threshold=4.6811795000000016 35.000000000000007 6.8559734878150733 4.4954850976912946 4.5000000000000009 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=-1.3972787143457461 -1.3417235603150917 -1.0862943725785392 -1.4726053167170861 -1.1165668567510394 -1.4749682344635058 -1.107820235884726 leaf_weight=40.170195415616035 39.053268268704414 20.231366395950317 41.244354411959648 22.905906945466995 132.93057546019554 6.4643356204032889 leaf_count=260 140 43 142 52 558 17 internal_value=-1.38629 -1.30181 -1.34406 -1.25848 -1.44437 -1.35715 internal_weight=303 123.435 103.204 61.9592 179.565 46.6345 internal_count=1212 377 334 192 835 277 is_linear=0 shrinkage=1 Tree=4 num_leaves=7 num_cat=0 split_feature=19 0 3 13 9 4 split_gain=666.975 0.00448888 0.00155 0.00161977 0.000938349 0.000723602 threshold=1.0000000180025095e-35 0.0075905000000000009 1.0000000180025095e-35 27019.000000000004 7.9461794617058326 1771.0000000000002 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=0.22951189424162688 -0.09829490662804112 -0.098406058103085253 -0.099044339437363821 -0.096378057480241003 -0.097166294006476736 -0.096791916181057702 leaf_weight=88.876347064971924 20.717417240142822 5.4583466053009024 4.1618990749120712 72.190205298364162 7.3744169473648071 101.85338652133942 leaf_count=16 108 12 23 473 30 550 internal_value=-0.000400043 -0.0968968 -0.0967452 -0.0966963 -0.0978438 -0.0966203 internal_weight=300.632 211.756 191.038 185.58 11.5363 174.044 internal_count=1212 1196 1088 1076 53 1023 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=7 num_cat=0 split_feature=15 0 0 10 5 0 split_gain=106.548 104.447 81.7846 47.182 26.9822 23.2886 threshold=4.5000000000000009 2.7156310000000006 0.0075905000000000009 47.000000000000007 59.000000000000007 30.036528000000001 decision_type=8 10 10 10 10 10 left_child=1 2 4 -2 -1 -3 right_child=3 5 -4 -5 -6 -7 leaf_value=0.13589454079020222 -0.084109294918890576 -0.070885517597652603 0.18082926512234807 0.13594747500201212 -0.073294747706785165 0.072344005138701997 leaf_weight=8.5140871107578295 122.70414008200169 54.694520458579063 67.632570184767246 10.583708658814428 22.356861375272274 14.325454130768774 leaf_count=65 191 158 585 81 44 88 internal_value=8.61221e-05 0.0531725 0.119268 -0.0666357 -0.0156012 -0.0411575 internal_weight=300.811 167.523 98.5035 133.288 30.8709 69.02 internal_count=1212 940 694 272 109 246 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=7 num_cat=0 split_feature=0 9 10 0 19 5 split_gain=129.69 77.7316 43.1364 24.8917 17.3091 17.1437 threshold=2.7156310000000006 7.9320252844772936 35.000000000000007 19.409948500000002 0.048263919150000008 4484.0000000000009 decision_type=8 8 8 10 10 10 left_child=5 3 -3 -2 -4 -1 right_child=1 2 4 -5 -6 -7 leaf_value=-0.031642668170824791 -0.053172247273894316 0.19820058910473848 -0.098697783740918879 0.091750509557402951 0.084192328997074017 -0.097259595279535996 leaf_weight=89.19877503067255 44.425073087215424 46.278625197708607 6.4374369606375685 16.163946352899075 26.383264295756817 71.922715537250042 leaf_count=684 114 130 15 68 79 122 internal_value=0.000204669 0.0707234 0.136011 -0.0145097 0.0483203 -0.0609333 internal_weight=300.81 139.688 79.0993 60.589 32.8207 161.121 internal_count=1212 406 224 182 94 806 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=7 num_cat=0 split_feature=0 9 10 0 3 8 split_gain=119.211 86.0846 56.2041 46.1888 35.1693 36.6558 threshold=2.5082350000000004 7.9320252844772936 35.000000000000007 19.409948500000002 4.5000000000000009 6.0124073458263707 decision_type=8 8 8 10 10 8 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.02623604846981728 0.19329006479258201 -0.092220396956576703 0.086585439570109335 0.00078630928623192738 -0.091598895584027756 0.20934274005040354 leaf_weight=46.388023369014263 52.394429944455624 38.064798727631569 32.665096253156662 16.354581721127033 107.21294917911291 7.7015589475631705 leaf_count=341 118 130 94 68 440 21 internal_value=0.000109025 0.0678106 -0.00964273 0.147496 -0.0584328 0.0073069 internal_weight=300.781 139.479 70.7299 68.749 161.303 54.0896 internal_count=1212 410 224 186 802 362 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=7 num_cat=0 split_feature=19 0 13 0 5 3 split_gain=515.447 0.0110997 0.00385777 0.00341197 0.00159291 0.0013692 threshold=1.0000000180025095e-35 0.0075905000000000009 27019.000000000004 0.28527000000000008 133.50000000000003 1.0000000180025095e-35 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=0.18767208910095187 -0.095907259331951544 -0.098046436501264073 -0.095462105674412115 -0.094401592782355326 -0.097912918400589855 -0.093793073710242855 leaf_weight=96.920104026794434 14.300799429416658 4.1418221890926361 5.0705478191375724 6.7603335604071617 5.4761507660150519 160.39963372796774 leaf_count=16 81 24 12 29 27 1023 internal_value=-0.000993741 -0.0942162 -0.0939643 -0.0957863 -0.0964626 -0.0938442 internal_weight=293.069 196.149 176.372 10.9022 19.777 165.47 internal_count=1212 1196 1088 53 108 1035 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=7 num_cat=0 split_feature=10 0 2 10 0 7 split_gain=88.3372 65.0214 55.9717 38.0625 23.5534 38.1745 threshold=30.500000000000004 2.7156310000000006 8.5000000000000018 47.000000000000007 0.0041515000000000015 72.192781170150241 decision_type=8 10 10 10 10 10 left_child=1 2 4 -2 -1 -6 right_child=3 -3 -4 -5 5 -7 leaf_value=-0.025506286261521932 -0.07801876384850287 -0.032890603825183239 0.20565025343627236 0.11430135170864696 0.15384387787072795 -0.048495338850222329 leaf_weight=27.349227637052536 118.9466842263937 61.38568440079689 32.523659065365791 11.265421867370604 30.796099215745926 13.373336054384707 leaf_count=89 211 234 303 81 249 45 internal_value=0.000232498 0.0487291 0.0968853 -0.06138 0.0474236 0.0925809 internal_weight=295.64 165.428 104.042 130.212 71.5187 44.1694 internal_count=1212 920 686 292 383 294 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=7 num_cat=0 split_feature=0 5 3 4 8 5 split_gain=104.147 57.1331 28.2083 26.1736 22.0017 16.0993 threshold=2.7156310000000006 10692.000000000002 6.5000000000000009 1445.0000000000002 5.5159480869505559 4484.0000000000009 decision_type=8 10 8 8 8 10 left_child=5 2 -2 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=-0.028659342187218769 -0.070083226169501064 0.15518438565975026 0.20072329911409614 -0.084300692624447449 0.058695982467965674 -0.094199644369558466 leaf_weight=86.638504192233086 26.094877131283283 44.876681089401245 10.07531103491783 13.821443922817705 48.574307598173618 66.053610853850842 leaf_count=684 100 100 22 40 144 122 internal_value=0.000467446 0.0616529 0.0190684 0.0511695 0.0270204 -0.0570116 internal_weight=296.135 143.443 98.5659 72.4711 62.3958 152.692 internal_count=1212 406 306 206 184 806 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=7 num_cat=0 split_feature=0 10 9 0 2 8 split_gain=95.9106 63.104 82.8704 34.366 32.7683 31.0723 threshold=2.5082350000000004 35.000000000000007 6.8559734878150733 18.636041000000002 5.5000000000000009 6.0124073458263707 decision_type=8 10 10 8 10 8 left_child=4 2 3 -2 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.023426488001455019 0.16808958756517947 0.19836526411510416 -0.082647385713394417 0.030461300977403016 -0.088687186042367583 0.19116647548465893 leaf_weight=45.431140318512917 32.855424866080284 26.523196637630463 43.075191408395767 40.51739764213562 99.502768032252789 7.9244433641433707 leaf_count=295 65 45 166 134 490 17 internal_value=0.00028419 0.0591594 0.0274527 0.0920895 -0.0547829 0.00844515 internal_weight=295.83 142.971 116.448 73.3728 152.858 53.3556 internal_count=1212 410 365 199 802 312 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=7 num_cat=0 split_feature=19 0 13 0 11 3 split_gain=414.708 0.0184028 0.00664606 0.00594946 0.00230268 0.00158646 threshold=1.0000000180025095e-35 0.0075905000000000009 27019.000000000004 1.5749710000000003 11.500000000000002 5.5000000000000009 decision_type=8 8 8 10 8 10 left_child=-1 5 3 -3 -4 -2 right_child=1 2 4 -5 -6 -7 leaf_value=0.16132768935564742 -0.094503077472778016 -0.096915668173966518 -0.091271680189354831 -0.092050421745594579 -0.092214817405016192 -0.096862693900215943 leaf_weight=100.45758390426636 15.432943537831308 4.3445000052452087 118.8693616092205 5.9635361507534981 33.094284757971764 3.4945484772324553 leaf_count=16 95 28 834 25 201 13 internal_value=-0.00163869 -0.0919879 -0.0916438 -0.094101 -0.0914771 -0.0949387 internal_weight=281.657 181.199 162.272 10.308 151.964 18.9275 internal_count=1212 1196 1088 53 1035 108 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=7 num_cat=0 split_feature=15 0 10 0 5 0 split_gain=73.2547 59.346 51.0548 45.4975 20.8176 19.705 threshold=4.5000000000000009 2.7156310000000006 50.000000000000007 0.0075905000000000009 59.000000000000007 30.036528000000001 decision_type=8 10 10 10 10 8 left_child=1 3 -2 4 -1 -3 right_child=2 5 -4 -5 -6 -7 leaf_value=0.10905134414503476 -0.078298747324491463 -0.064174322608742562 0.17793840145301487 0.12935823268645188 -0.070298630727939376 0.068197321810228903 leaf_weight=9.3342071026563662 109.7250399813056 49.219172023236752 8.3690219074487668 76.094555035233498 21.104832701385021 14.576095916330813 leaf_count=65 198 158 74 585 44 88 internal_value=0.000384869 0.0423485 -0.0601399 0.088026 -0.0153005 -0.0339297 internal_weight=288.423 170.329 118.094 106.534 30.439 63.7953 internal_count=1212 940 272 694 109 246 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=7 num_cat=0 split_feature=0 10 3 7 5 0 split_gain=83.821 44.5309 61.6881 19.5036 15.2081 19.6346 threshold=2.7156310000000006 35.000000000000007 6.5000000000000009 31.516711464369738 4484.0000000000009 0.082789500000000002 decision_type=8 10 8 10 10 10 left_child=4 2 -2 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0081651184791930332 -0.066766887676550965 -0.094149715134169129 0.053025672063042532 0.14288150785256667 -0.091612050629746949 -0.09447563271681389 leaf_weight=56.307293653488159 24.765241466462612 17.743349075317383 38.75505231320858 64.123726308345795 60.272449761629105 27.858145453035831 leaf_count=369 100 44 103 159 122 315 internal_value=0.000687432 0.05429 0.0749241 0.109032 -0.0532675 -0.0258082 internal_weight=289.825 145.387 127.644 102.879 144.438 84.1654 internal_count=1212 406 362 262 806 684 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=7 num_cat=0 split_feature=0 10 9 3 0 8 split_gain=78.2916 49.0525 67.0594 29.6717 26.2928 21.9181 threshold=2.5082350000000004 35.000000000000007 6.8559734878150733 4.5000000000000009 18.636041000000002 6.0124073458263707 decision_type=8 10 10 10 8 10 left_child=3 2 4 5 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.020364022900016248 0.14421958531887899 0.17234437397631241 -0.079763680513764035 -0.085858721249121514 0.025971682627093286 0.15343230522130902 leaf_weight=43.956170223653316 34.449617482721806 27.680330812931061 40.445736840367317 91.722265861928463 41.403835348784924 8.691153407096861 leaf_count=341 65 45 166 440 134 21 internal_value=0.000524739 0.0527025 0.0242266 -0.0515121 0.0796752 0.00832671 internal_weight=288.349 143.98 116.299 144.37 75.8535 52.6473 internal_count=1212 410 365 802 199 362 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=7 num_cat=0 split_feature=19 0 11 13 5 0 split_gain=340.603 0.0208813 0.00828066 0.00680602 0.00292099 0.000896399 threshold=1.0000000180025095e-35 0.0075905000000000009 11.500000000000002 49199.500000000007 108.50000000000001 0.24973300000000001 decision_type=8 8 8 8 8 10 left_child=-1 4 5 -4 -2 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.14295068662946928 -0.092460351444669561 -0.088752101725572977 -0.093967112982671033 -0.090340441199424582 -0.095289263074072206 -0.08939521965035907 leaf_weight=100.64835786819458 12.773084968328478 29.333864752203226 6.2466045320034027 30.152526505291462 5.1102794371545306 82.987733419984579 leaf_count=16 81 406 34 197 27 451 internal_value=-0.00229492 -0.0900403 -0.089652 -0.0909628 -0.0932687 -0.0892273 internal_weight=267.252 166.604 148.721 36.3991 17.8834 112.322 internal_count=1212 1196 1088 231 108 857 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=7 num_cat=0 split_feature=15 0 10 0 5 0 split_gain=60.9124 45.2497 41.5228 35.4859 21.1222 17.4764 threshold=4.5000000000000009 2.7156310000000006 50.000000000000007 0.0041515000000000015 59.000000000000007 18.636041000000002 decision_type=8 10 10 10 10 10 left_child=1 3 -2 4 -1 -3 right_child=2 5 -4 -5 -6 -7 leaf_value=0.093270733472194042 -0.075222740459990806 -0.068680260376440094 0.15395031101066289 0.11009101801439077 -0.091404095622978188 0.044396441777022629 leaf_weight=9.8320745676755923 101.41596037149429 40.451288260519505 8.5744965746998769 81.175930775702 16.734751313924789 20.64301124215126 leaf_count=65 198 131 74 604 25 115 internal_value=0.000551208 0.0382761 -0.0573572 0.0772596 -0.0230581 -0.030473 internal_weight=278.828 168.837 109.99 107.743 26.5668 61.0943 internal_count=1212 940 272 694 90 246 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=7 num_cat=0 split_feature=0 10 3 4 5 3 split_gain=67.4898 35.3411 47.8741 22.6828 14.4126 18.1393 threshold=2.7156310000000006 35.000000000000007 6.5000000000000009 24937.000000000004 4484.0000000000009 9.5000000000000018 decision_type=8 10 8 8 10 8 left_child=4 2 -2 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.039163585638790889 -0.063429981149952117 -0.091368344957183906 0.13768737712898116 0.044691889430766296 -0.089387191390833703 0.11468134293877626 leaf_weight=73.002124041318893 23.440486758947372 16.084611266851425 56.564624458551407 48.905557803809643 54.622314035892487 8.5629464238882047 leaf_count=627 100 44 120 142 122 57 internal_value=0.000917242 0.0483979 0.065837 0.0945662 -0.0496342 -0.0230125 internal_weight=281.183 144.995 128.911 105.47 136.187 81.5651 internal_count=1212 406 362 262 806 684 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=7 num_cat=0 split_feature=0 10 6 2 0 7 split_gain=63.2148 37.1877 48.6476 27.7734 22.4454 21.5638 threshold=2.5082350000000004 35.000000000000007 98.181572551691147 5.5000000000000009 18.636041000000002 39.115663475161476 decision_type=8 10 10 10 8 10 left_child=3 2 4 5 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.033102966566265754 0.12847591537433303 0.15019063924675899 -0.065856317818259139 -0.083473192041240318 0.018193654953167125 0.10753095025263802 leaf_weight=35.780160091817379 34.911670103669167 28.12716281414032 40.75357560813427 84.317704014480114 39.151263602077961 15.681498959660528 leaf_count=255 62 45 183 490 120 57 internal_value=0.000723724 0.0471386 0.0218935 -0.0481402 0.0701783 0.00975128 internal_weight=278.723 142.944 114.817 135.779 74.0629 51.4617 internal_count=1212 410 365 802 182 312 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=19 0 11 13 5 7 split_gain=283.848 0.0222117 0.00932753 0.00650733 0.00313352 0.00134539 threshold=1.0000000180025095e-35 0.0075905000000000009 11.500000000000002 49199.500000000007 59.000000000000007 69.792058971722028 decision_type=8 8 8 8 10 10 left_child=-1 4 -3 -4 -2 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.12949332280960052 -0.089985063269626575 -0.087459167702184606 -0.092407100967717593 -0.088740777474060589 -0.093734718266522937 -0.091452510059539277 leaf_weight=98.296316623687744 6.1719574928283718 102.02555723488331 5.8549604043364525 27.955823667347431 6.3962505832314474 4.3328573182225227 leaf_count=16 65 857 34 197 26 17 internal_value=-0.00305696 -0.0883616 -0.0879362 -0.0893757 -0.0917803 -0.0928131 internal_weight=251.034 152.737 135.836 33.8108 16.9011 10.7291 internal_count=1212 1196 1088 231 108 43 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=10 10 0 2 7 0 split_gain=51.3015 33.9712 28.8654 31.4611 16.4726 15.7426 threshold=30.500000000000004 50.000000000000007 2.7156310000000006 8.5000000000000018 73.338663815671964 45.141901000000011 decision_type=8 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.028725921819290241 -0.06997361792017058 0.13826507271832292 -0.065865261300929248 0.14435887433521943 0.10772315457495429 -0.078446944680677741 leaf_weight=72.447954885661602 97.713295049965382 8.5169159621000272 33.957743279635906 34.846894569694996 13.990633524954321 6.7255685031414023 leaf_count=383 218 74 114 303 101 19 internal_value=0.000725995 -0.0532783 0.0361457 0.0662808 -0.022993 0.0472826 internal_weight=268.199 106.23 161.969 107.295 54.6739 20.7162 internal_count=1212 292 920 686 234 120 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=7 num_cat=0 split_feature=0 5 3 10 0 20 split_gain=54.3237 29.7002 15.0047 19.4238 14.0832 24.3822 threshold=2.7156310000000006 10692.000000000002 6.5000000000000009 35.000000000000007 0.068115000000000023 1.0000000180025095e-35 decision_type=8 10 8 10 10 8 left_child=4 2 -2 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.087499938692108675 -0.060362723700994048 0.10869629890323029 0.054922677686528171 -0.088236970313379445 -0.086166026737653542 0.027831878051504041 leaf_weight=30.72209358215332 22.22152017056942 46.979741476476192 62.85491555929184 11.160237491130827 52.072931062430143 45.446094047278166 leaf_count=10 100 100 171 35 456 340 internal_value=0.00118744 0.0435187 0.011701 0.0333366 -0.046087 -0.0186867 internal_weight=271.458 143.216 96.2367 74.0152 128.241 76.1682 internal_count=1212 406 306 206 806 350 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=21 10 9 4 3 8 split_gain=49.1138 27.3955 46.8628 16.5577 18.6997 16.7519 threshold=0.14357116100000003 41.000000000000007 7.8397116616035101 168.50000000000003 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=-0.088039175872999462 -0.038865235905067609 0.10725120755228856 -0.082514180813661409 0.18655004144152496 -0.072175519484155584 0.053148038880570014 leaf_weight=50.380805224180222 24.943486556410789 31.828876443207264 44.60208585858345 9.348552465438841 12.016057822853325 94.926952753216028 leaf_count=25 209 119 312 16 77 454 internal_value=0.000933982 0.0215276 0.00684551 0.0350653 0.0509228 0.0390668 internal_weight=268.047 217.666 185.837 141.235 116.292 106.943 internal_count=1212 1187 1068 756 547 531 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=7 num_cat=0 split_feature=19 0 13 0 0 5 split_gain=239.545 0.017925 0.00773133 0.00879147 0.00391335 0.00264288 threshold=1.0000000180025095e-35 0.0075905000000000009 27019.000000000004 0.28090050000000005 18.636041000000002 59.000000000000007 decision_type=8 8 8 10 8 10 left_child=-1 5 3 -3 -4 -2 right_child=1 2 4 -5 -6 -7 leaf_value=0.11938308024781225 -0.088375001118590438 -0.093392258972592457 -0.085937984170223455 -0.086781584494633371 -0.087233879427878344 -0.091070400676361629 leaf_weight=94.099459171295166 5.7082086205482474 3.3714456595480442 83.678634453564882 4.9881348051130772 32.296841345727444 10.029068011790512 leaf_count=16 65 21 831 32 204 43 internal_value=-0.00401512 -0.086913 -0.0865106 -0.0894477 -0.0862989 -0.0900927 internal_weight=234.172 140.072 124.335 8.35958 115.975 15.7373 internal_count=1212 1196 1088 53 1035 108 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=7 num_cat=0 split_feature=15 10 0 0 5 0 split_gain=42.8847 30.153 27.7445 26.0262 17.1711 13.7517 threshold=4.5000000000000009 50.000000000000007 2.7156310000000006 0.0041515000000000015 59.000000000000007 18.636041000000002 decision_type=8 10 10 10 10 10 left_child=2 -2 3 4 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.075243634856110436 -0.069777701031697337 0.12915192756641822 -0.062611748206830325 0.09000844951322523 -0.090379703588258947 0.039453691298685978 leaf_weight=10.373060792684557 86.680344838649035 8.3539279475808126 35.422238677740097 81.092399671673775 15.785769931972025 21.04279663413763 leaf_count=65 198 74 131 604 25 115 internal_value=0.00114293 -0.0522909 0.0321603 0.06203 -0.0247032 -0.0245751 internal_weight=258.751 95.0343 163.716 107.251 26.1588 56.465 internal_count=1212 272 940 694 90 246 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=7 num_cat=0 split_feature=0 5 10 13 8 0 split_gain=43.2174 24.3067 17.1495 22.7866 15.817 13.3711 threshold=2.7156310000000006 30736.000000000004 35.000000000000007 50796.000000000007 4.4954850976912946 0.068115000000000023 decision_type=8 10 10 8 10 10 left_child=5 2 3 -2 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.015887907610790876 0.11537631482185756 0.12596338551626637 -0.088040605858537069 0.042050201987147172 -0.050968696437024688 -0.084081605203212006 leaf_weight=73.299944195896387 25.26824627071619 26.107676237821579 13.223672509193419 47.075127251446247 29.885352417826653 47.31112813949585 leaf_count=350 50 51 43 144 118 456 internal_value=0.00134825 0.0388249 0.0191199 0.0329815 0.00592903 -0.0426377 internal_weight=262.171 141.56 115.452 102.229 76.9605 120.611 internal_count=1212 406 355 312 262 806 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=7 num_cat=0 split_feature=0 3 2 0 8 6 split_gain=43.332 27.8411 24.2278 20.1424 15.4748 8.97605 threshold=2.5082350000000004 82.000000000000014 5.5000000000000009 16.746952500000003 5.2927476730057128 118.72500894918325 decision_type=8 10 10 8 10 10 left_child=2 3 4 5 -1 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.020784741626086407 0.11168948354154369 -0.093864866670100758 -0.079628728913852212 0.0076592651406041492 0.10842151782001914 0.032792468541302376 leaf_weight=37.456536665558815 51.021805323660374 14.040810938924549 71.666546020656824 52.344171740114689 12.31789745390415 20.100977562367916 leaf_count=260 96 60 490 195 52 59 internal_value=0.00112387 0.0395668 -0.0424051 0.0547408 0.0111905 0.0893913 internal_weight=258.949 137.508 121.441 123.467 49.7744 71.1228 internal_count=1212 410 802 350 312 155 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=7 num_cat=0 split_feature=19 13 6 4 4 4 split_gain=205.708 0.00587744 0.0107926 0.0079869 0.00189881 0.00149151 threshold=1.0000000180025095e-35 27019.000000000004 122.97253051183547 343.00000000000006 126.00000000000001 2546.0000000000005 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=0.11209372838156735 -0.092735826541256533 -0.088072214875154237 -0.085175426958557371 -0.08451642863459366 -0.086351389308362531 -0.085371175807053112 leaf_weight=89.109476566314697 3.2701050750911236 8.1211512237787229 4.4679073244333267 38.580512024462223 30.471789732575417 43.358596593141556 leaf_count=16 21 74 32 353 285 431 internal_value=-0.0046186 -0.0856989 -0.0883705 -0.0855274 -0.0867135 -0.0849687 internal_weight=217.38 128.27 7.73801 120.532 38.5929 81.9391 internal_count=1212 1196 53 1143 359 784 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=13 0 15 2 6 6 split_gain=36.016 24.0481 20.5415 14.5806 14.1533 10.9784 threshold=50796.000000000007 2.7156310000000006 11.500000000000002 8.5000000000000018 84.811713194020484 125.41388227829954 decision_type=8 8 10 10 10 10 left_child=2 3 -1 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.059351564134437575 0.067284509881892121 -0.033100958525175077 0.11934702932408048 0.12346007632068341 -0.040708498314430484 0.089753486352126932 leaf_weight=89.860996715724468 43.115941293537617 53.266276638954878 6.9286464303731909 28.787936322391033 16.889588348567486 8.4241009280085546 leaf_count=241 288 231 64 263 68 57 internal_value=0.00102759 0.0316351 -0.0465595 0.0649557 0.036888 -0.0163246 internal_weight=247.273 150.484 96.7896 88.7935 60.0055 61.6904 internal_count=1212 907 305 619 356 288 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=7 num_cat=0 split_feature=19 9 4 5 4 0 split_gain=37.2168 31.6445 13.5076 19.6387 12.7685 12.2845 threshold=0.048263919150000008 7.9532439502072663 126.00000000000001 63.000000000000007 22763.000000000004 62.21475550000001 decision_type=8 8 10 10 8 10 left_child=-1 2 3 -2 -3 -4 right_child=1 4 5 -5 -6 -7 leaf_value=-0.085412246235415129 -0.09544496104472977 0.10825462849079713 -0.030705319885384781 0.17910934430733494 0.030677199253190502 0.13507278382908022 leaf_weight=41.074194058775902 3.8876708745956403 38.43036188185215 109.15260080993176 7.8982207924127579 47.364989154040813 4.6608269512653342 leaf_count=19 42 114 862 32 135 8 internal_value=0.0016898 0.0186138 -0.0133634 0.0885454 0.0654265 -0.0239165 internal_weight=252.469 211.395 125.599 11.7859 85.7954 113.813 internal_count=1212 1193 944 74 249 870 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=7 num_cat=0 split_feature=21 10 9 0 4 3 split_gain=36.2237 19.6885 36.1959 14.7218 12.5629 14.0905 threshold=0.14357116100000003 41.000000000000007 7.8397116616035101 1.3962115000000002 168.50000000000003 1.0000000180025095e-35 decision_type=8 10 10 10 8 8 left_child=-1 2 4 -3 -2 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.085173961890388228 -0.036133015722461886 -0.086463279772239721 -0.079535671030110194 0.12091102198299059 0.16117679414700964 0.032810318508507887 leaf_weight=40.543364927172661 24.160949178040028 3.9464304819703129 39.028719194233418 25.827232658863068 9.302682161331175 105.84292870759964 leaf_count=25 209 74 312 45 16 531 internal_value=0.00130009 0.0181468 0.005579 0.093424 0.0294251 0.0431811 internal_weight=248.652 208.109 178.335 29.7737 139.307 115.146 internal_count=1212 1187 1068 119 756 547 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=7 num_cat=0 split_feature=19 0 13 0 0 5 split_gain=176.064 0.0127484 0.00900564 0.0111441 0.00422385 0.00225606 threshold=1.0000000180025095e-35 0.0075905000000000009 27019.000000000004 0.25497200000000003 18.636041000000002 59.000000000000007 decision_type=8 8 8 10 8 10 left_child=-1 5 3 -3 -4 -2 right_child=1 2 4 -5 -6 -7 leaf_value=0.10574500640098139 -0.085741852529876594 -0.092338426229592346 -0.083547224473728254 -0.084384000030525971 -0.085009467169369607 -0.088424025980025217 leaf_weight=82.949495315551758 4.8625412955880156 2.9630539529025555 68.568294458091259 4.3425548784434795 27.749315723776817 8.8321631848812086 leaf_count=16 65 17 831 36 204 43 internal_value=-0.00576277 -0.0846042 -0.0842252 -0.0876102 -0.0839685 -0.0874717 internal_weight=200.267 117.318 103.623 7.30561 96.3176 13.6947 internal_count=1212 1196 1088 53 1035 108 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=7 num_cat=0 split_feature=19 0 2 11 4 5 split_gain=31.1348 40.2296 13.1115 12.647 11.8494 11.6452 threshold=0.16732172635000001 2.7156310000000006 11.500000000000002 11.500000000000002 390.50000000000006 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=-0.08009470994490106 0.047680396355080028 -0.053818400167833805 0.11691205710704788 -0.1093812389971455 -0.044565326154276275 0.20811027724879028 leaf_weight=39.08191542327404 79.319382898509502 3.044498484581708 27.570826701819897 5.4810873866081229 79.697891939431429 3.8360950872302055 leaf_count=28 520 11 257 13 347 36 internal_value=0.00150517 0.0175347 0.0570058 0.0375287 -0.0336952 0.0922131 internal_weight=238.032 198.95 112.371 84.8005 86.5785 6.88059 internal_count=1212 1184 790 533 394 47 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=7 num_cat=0 split_feature=19 9 4 5 5 4 split_gain=31.645 24.773 11.1041 15.3429 10.7098 10.6113 threshold=0.048263919150000008 7.9532439502072663 126.00000000000001 63.000000000000007 44852.000000000007 22763.000000000004 decision_type=8 8 10 10 10 8 left_child=-1 2 3 -2 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=-0.08410365849486065 -0.093345818859427929 0.098444293520279669 -0.028989035188315117 0.15174693669663894 0.11368373302018174 0.027140835523650909 leaf_weight=36.443618290126324 3.638809293508527 37.283217154443264 104.757353361696 8.568665400147438 5.5395966768264762 47.413456127047539 leaf_count=19 42 114 854 32 16 135 internal_value=0.00182917 0.0169435 -0.0118073 0.0786896 -0.0218234 0.0585284 internal_weight=243.645 207.201 122.504 12.2075 110.297 84.6967 internal_count=1212 1193 944 74 870 249 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=7 num_cat=0 split_feature=21 10 9 4 5 8 split_gain=30.9211 17.1867 31.1318 9.77443 12.2512 13.4707 threshold=0.14357116100000003 41.000000000000007 7.8397116616035101 168.50000000000003 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=-0.083931283099474716 -0.032561921329147078 0.08931908857586901 -0.077744422236506724 0.14961848458719917 -0.072377289787497176 0.041364399523492544 leaf_weight=36.013400211930275 23.3326515853405 28.024153899401426 36.113899152725935 9.1217825412750226 11.698032829910515 94.743395164608955 leaf_count=25 209 119 312 16 77 454 internal_value=0.00146477 0.016612 0.00496949 0.0264757 0.0383956 0.0288641 internal_weight=239.047 203.034 175.01 138.896 115.563 106.441 internal_count=1212 1187 1068 756 547 531 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=7 num_cat=0 split_feature=19 0 13 0 0 5 split_gain=150.834 0.0086769 0.00877615 0.0113651 0.00422374 0.0013539 threshold=1.0000000180025095e-35 0.0075905000000000009 27019.000000000004 0.25191700000000006 18.636041000000002 2480.5000000000005 decision_type=8 8 8 10 8 8 left_child=-1 5 3 -3 -4 -2 right_child=1 2 4 -5 -6 -7 leaf_value=0.1004842504778645 -0.085603392270870562 -0.091747622703532483 -0.082589027837116302 -0.083420333704777749 -0.084112148719871202 -0.088263361645100541 leaf_weight=76.103036880493164 10.220658186823126 2.7363694906234741 61.946144206449389 4.0866880975663662 25.785066608339548 2.3542974703013906 leaf_count=16 98 14 831 39 204 10 internal_value=-0.00716272 -0.0836336 -0.0833054 -0.08676 -0.0830367 -0.0861014 internal_weight=183.232 107.129 94.5543 6.82306 87.7312 12.575 internal_count=1212 1196 1088 53 1035 108 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=7 num_cat=0 split_feature=19 0 2 11 0 0 split_gain=26.7171 33.2018 12.0061 11.1486 10.2187 9.86636 threshold=0.048263919150000008 2.7156310000000006 11.500000000000002 11.500000000000002 18.636041000000002 0.0075905000000000009 decision_type=8 8 10 10 8 10 left_child=-1 2 3 5 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.081283362501458775 -0.010046361996922057 -0.064503378197171155 0.11070997275978481 -0.10724955227627689 0.0049597934874009647 0.066528626301097502 leaf_weight=32.966091077774763 24.295674480497837 43.983944565057755 26.548498265445232 5.2687474489212027 40.844449821859598 54.728653289377689 leaf_count=19 108 192 257 13 211 412 internal_value=0.00199848 0.0160296 0.0520658 0.0335955 -0.0310572 0.042986 internal_weight=228.636 195.67 110.842 84.2931 84.8284 79.0243 internal_count=1212 1193 790 533 403 520 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=7 num_cat=0 split_feature=19 5 10 10 15 0 split_gain=27.0014 19.9756 12.979 27.1803 17.7827 15.9396 threshold=0.048263919150000008 23469.000000000004 35.000000000000007 30.500000000000004 4.5000000000000009 0.0041515000000000015 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=-0.083010966447699855 0.057330701240983585 0.095427382252411083 -0.0853033473786486 0.12465591072083429 0.049978689180403324 -0.046257629014097995 leaf_weight=32.282420083880424 18.242925532162189 27.065889123827219 15.162668030709026 18.742182731628418 43.185431949794292 79.973696682602167 leaf_count=19 88 71 133 41 104 756 internal_value=0.00192098 0.0154693 0.00312443 0.0114969 -0.00350181 -0.027017 internal_weight=234.655 202.373 175.307 160.144 141.402 98.2166 internal_count=1212 1193 1122 989 948 844 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=7 num_cat=0 split_feature=21 10 9 8 0 4 split_gain=26.5811 14.493 26.7708 9.10708 11.4285 15.8311 threshold=0.14357116100000003 41.000000000000007 7.8397116616035101 6.7585825373291648 2.7156310000000006 467.50000000000006 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.082890031525400226 0.023782593280571682 0.083490475908523584 -0.075916036294221848 0.13582686922769502 0.041905592056859634 -0.091349444674848013 leaf_weight=31.943675756454468 32.434238292276859 27.006853569298983 33.222262218594551 6.927186280488967 79.570887662470341 18.904137335717678 leaf_count=25 251 119 312 19 212 274 internal_value=0.00175972 0.0154119 0.0046636 0.0240854 0.0181725 -0.018612 internal_weight=230.009 198.066 171.059 137.836 130.909 51.3384 internal_count=1212 1187 1068 756 737 525 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=7 num_cat=0 split_feature=19 0 11 0 0 14 split_gain=129.609 0.00672718 0.00547857 0.00617283 0.00189356 0.00135448 threshold=1.0000000180025095e-35 0.0075905000000000009 11.500000000000002 0.082789500000000002 16.746952500000003 1.0000000180025095e-35 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=0.096239695998154656 -0.085018250863062084 -0.081726488584527607 -0.088127194171822631 -0.081339550486802692 -0.083154368381238478 -0.08354253417478584 leaf_weight=69.110601425170898 11.631115218624471 52.163106318563223 2.8725783228874233 3.3715991023927954 11.299207225441931 16.205383598804474 leaf_count=16 108 740 10 99 117 122 internal_value=-0.00853024 -0.0827612 -0.0824557 -0.0837983 -0.0819807 -0.0831631 internal_weight=166.654 97.543 85.9119 22.4496 63.4623 19.577 internal_count=1212 1196 1088 231 857 221 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=7 num_cat=0 split_feature=21 0 2 11 4 9 split_gain=22.7636 26.9666 10.444 9.63398 9.50229 8.09151 threshold=1.0000000180025095e-35 2.7156310000000006 11.500000000000002 10.500000000000002 390.50000000000006 7.9539476544304302 decision_type=8 8 10 8 8 10 left_child=-1 2 3 5 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.081206562717272987 0.04593886064388146 0.082936963315225598 0.10420987034424112 -0.10456299082324316 -0.038889113628912196 -0.11359743859923555 leaf_weight=28.44654905796051 74.34993252903223 7.0001267306506625 25.036052860319614 4.965038686990737 74.990277845412493 3.3211556673049918 leaf_count=16 513 47 257 13 359 7 internal_value=0.00221145 0.0147229 0.0476272 0.0304845 -0.0284879 0.0391172 internal_weight=218.109 189.663 107.672 82.6361 81.9904 77.6711 internal_count=1212 1196 790 533 406 520 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=7 num_cat=0 split_feature=19 5 5 0 14 10 split_gain=23.1968 16.5212 12.6991 23.3712 13.0729 14.6126 threshold=0.048263919150000008 23469.000000000004 59.000000000000007 0.0075905000000000009 1.5000000000000002 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=-0.082074976437743627 -0.091647906263837731 0.089104665634827579 0.12970840391792912 -0.034188504624394329 0.043937351089708393 -0.083400435544318252 leaf_weight=28.510318905115128 13.042331624776123 25.757243748754263 15.011875111609696 65.752209268510342 66.172791011631489 10.432572301477192 leaf_count=19 120 71 43 606 254 99 internal_value=0.00220927 0.0144588 0.00317625 0.011035 -0.00147933 0.0265957 internal_weight=224.679 196.169 170.412 157.369 142.358 76.6054 internal_count=1212 1193 1122 1002 959 353 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=7 num_cat=0 split_feature=13 10 3 4 4 4 split_gain=24.4905 18.1386 18.1031 17.313 9.87504 14.3534 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 24937.000000000004 168.50000000000003 2387.0000000000005 decision_type=8 10 10 8 10 10 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.083290870235382161 -0.0042326510836507699 0.099007133747072748 -0.068880390396962449 0.073109939532664744 0.071880572356177508 -0.0913927545003064 leaf_weight=29.198819942772388 53.093204397708178 22.674342043697834 46.000839482992887 10.558209039270876 52.854574140161276 5.994932882487773 leaf_count=125 291 61 349 50 250 86 internal_value=0.00200966 0.0150378 0.00373855 -0.0423742 0.027037 0.0552481 internal_weight=220.375 191.176 168.502 56.559 111.943 58.8495 internal_count=1212 1087 1026 399 627 336 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=7 num_cat=0 split_feature=19 13 9 10 5 5 split_gain=111.832 0.00490913 0.00805216 0.00259221 0.0011583 0.0010492 threshold=1.0000000180025095e-35 27019.000000000004 7.9256440130128878 25.000000000000004 16929.000000000004 3216.0000000000005 decision_type=8 8 10 10 10 8 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.092803452995035993 -0.089141165669851141 -0.081923761187808489 -0.081593694946465567 -0.08076384305897133 -0.080649796544027388 -0.082819634184391269 leaf_weight=62.273890018463135 2.4607312381267548 39.432751283049583 3.3216181173920631 18.927539106458426 5.0991373471915713 19.555851358920336 leaf_count=16 14 668 39 252 50 173 internal_value=-0.00993659 -0.0819883 -0.0848056 -0.0817921 -0.0820958 -0.0822208 internal_weight=151.072 88.7976 5.78235 83.0153 64.0877 58.9886 internal_count=1212 1196 53 1143 891 841 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=7 num_cat=0 split_feature=19 0 2 0 0 11 split_gain=19.5584 21.9348 9.94307 8.7945 16.9382 8.51189 threshold=0.048263919150000008 2.5082350000000004 11.500000000000002 30.036528000000001 40.875559000000003 10.500000000000002 decision_type=8 8 10 8 8 8 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=-0.079160303282647573 0.035745127909079528 -0.053621259745596762 0.10209801562639094 0.13563934687751708 -0.028817745672951173 -0.10287230154152101 leaf_weight=25.63958191499114 76.518110357224941 46.427020598202944 23.081251613795757 8.4862575232982618 23.901943359524012 4.7020782679319373 leaf_count=19 520 228 253 67 112 13 internal_value=0.00264013 0.0140936 0.0441795 -0.025721 0.0142728 0.0277202 internal_weight=208.756 183.117 104.301 78.8152 32.3882 81.2202 internal_count=1212 1193 786 407 179 533 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=7 num_cat=0 split_feature=19 5 5 0 14 10 split_gain=19.7688 14.0388 11.4217 19.0387 12.8922 13.6733 threshold=0.048263919150000008 44852.000000000007 59.000000000000007 0.0041515000000000015 1.5000000000000002 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=-0.081310476350715533 -0.089897741917005947 0.09485887814250292 0.13418255137939972 -0.031073530077091627 0.043448354321864655 -0.082816722824213623 leaf_weight=25.117361299693584 12.030182059854267 18.905525505542755 11.657930098474024 66.815600357949734 71.292995452880859 9.7492958568036538 leaf_count=19 120 47 23 634 268 101 internal_value=0.00207738 0.0130748 0.00406169 0.0111478 0.00144708 0.0282588 internal_weight=215.569 190.452 171.546 159.516 147.858 81.0423 internal_count=1212 1193 1146 1026 1003 369 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=7 num_cat=0 split_feature=13 10 9 8 9 8 split_gain=21.4747 15.4328 19.1311 7.63198 7.75606 7.5175 threshold=49191.500000000007 41.000000000000007 7.8397116616035101 6.7585825373291648 6.8373885319870018 4.4954850976912946 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.082482658154304889 0.0019398096510104977 0.09483886206376517 -0.071629689510202738 0.12299692740933697 -0.062151241997637718 0.054050394448465849 leaf_weight=26.127539981156588 72.269096724689007 21.112658455967903 27.776022683829069 6.7631622701883307 12.113666031509636 44.872434675693512 leaf_count=125 381 61 262 19 112 252 internal_value=0.00237958 0.0143707 0.00399856 0.0194424 0.0140241 0.0219014 internal_weight=211.035 184.907 163.794 136.018 129.255 117.142 internal_count=1212 1087 1026 764 745 633 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=7 num_cat=0 split_feature=19 13 0 0 0 10 split_gain=96.8326 0.00411218 0.00656839 0.0036642 0.00154774 0.000805023 threshold=1.0000000180025095e-35 27019.000000000004 0.25191700000000006 0.0075905000000000009 19.409948500000002 25.000000000000004 decision_type=8 8 10 10 10 10 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.089989564414611062 -0.087999481019522041 -0.082297909162284605 -0.080928777868392893 -0.080771062545713215 -0.081839446012183042 -0.079886488390858934 leaf_weight=55.741353034973145 2.3227161467075348 19.825334357097745 3.0246851611882448 29.996591264382005 10.032300438731907 15.658877434208987 leaf_count=16 14 190 39 586 122 245 internal_value=-0.011416 -0.0813202 -0.084 -0.0811304 -0.0807148 -0.0804677 internal_weight=136.602 80.8605 5.3474 75.5131 55.6878 45.6555 internal_count=1212 1196 53 1143 953 831 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=7 num_cat=0 split_feature=19 0 0 0 4 0 split_gain=16.7806 18.1589 9.5113 12.6067 16.5572 7.77766 threshold=0.048263919150000008 2.5082350000000004 0.0041515000000000015 3.9500000000000005e-05 163.00000000000003 18.636041000000002 decision_type=8 8 10 10 10 8 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.078255386272499228 0.1512787748192653 -0.056887782793928421 0.056224928915150234 -0.095535580188592858 -0.13051525829930397 0.0072594563904192812 leaf_weight=22.534875746816397 6.6083281412720698 36.56527416780591 81.405956141650677 10.615985684096811 3.0462520718574524 39.126816749572754 leaf_count=19 57 196 698 26 5 211 internal_value=0.00302848 0.0133557 0.0409628 -0.0203293 0.062366 -0.0237287 internal_weight=199.903 177.369 101.677 20.2706 9.65458 75.6921 internal_count=1212 1193 786 88 62 407 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=7 num_cat=0 split_feature=20 5 0 3 2 10 split_gain=17.0367 12.2039 13.3929 15.4696 18.669 12.8865 threshold=0.15581312665000005 59.000000000000007 0.0041515000000000015 6.5000000000000009 7.5000000000000009 35.000000000000007 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=-0.078037729234184852 -0.088506305136183905 0.12084678272335608 -0.047310242848628503 0.14635681793512298 0.026875936867372635 -0.08270767696068923 leaf_weight=23.517764821648598 11.254913259297608 12.004973910748957 35.108608026057482 12.009651049971579 100.77871934883296 12.009910322725771 leaf_count=25 120 23 404 22 482 136 internal_value=0.0020866 0.0123742 0.0189787 0.011331 0.0278281 0.0152073 internal_weight=206.685 183.167 171.912 159.907 124.798 112.789 internal_count=1212 1187 1067 1044 640 618 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=7 num_cat=0 split_feature=13 5 4 4 8 8 split_gain=18.8083 13.5605 9.52572 17.1754 8.71537 7.23979 threshold=49191.500000000007 36381.000000000007 23996.500000000004 4433.0000000000009 5.2927476730057128 4.9190838115666322 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=-0.08178927911084044 0.013034579645353157 -0.087326718573932663 0.093531517021436306 -0.085862271160054335 0.057168363578428617 -0.10049069194356591 leaf_weight=23.366726387292147 77.029349524527788 12.388293102383612 16.379692856222391 15.669148204848169 51.321986177936196 6.0593604519963256 leaf_count=125 397 57 53 259 288 33 internal_value=0.00258528 0.0136089 0.0211208 0.0132179 0.0247683 0.00475559 internal_weight=202.215 178.848 166.46 150.08 134.411 83.0887 internal_count=1212 1087 1030 977 718 430 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=7 num_cat=0 split_feature=19 13 0 0 0 2 split_gain=84.1317 0.00238716 0.00394595 0.0027579 0.00117407 0.000605977 threshold=1.0000000180025095e-35 27019.000000000004 0.25191700000000006 0.0075905000000000009 19.409948500000002 5.5000000000000009 decision_type=8 8 10 10 10 10 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.087691524097941315 -0.08613163544805208 -0.081387242701863594 -0.080367257463374503 -0.079930548768831169 -0.081180101185601788 -0.083214455676730303 leaf_weight=49.686575651168823 2.0746579468250275 16.168553143739704 2.7772093042731285 41.423070460557938 9.1871330700814706 2.0445129703730336 leaf_count=16 14 170 39 831 122 20 internal_value=-0.0128697 -0.0806883 -0.0828321 -0.0805371 -0.0801574 -0.0815924 internal_weight=123.362 73.6751 4.85187 68.8233 50.6102 18.2131 internal_count=1212 1196 53 1143 953 190 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=7 num_cat=0 split_feature=10 10 2 0 7 0 split_gain=14.9756 14.554 12.125 10.5283 11.3597 7.82818 threshold=30.500000000000004 50.000000000000007 8.5000000000000018 47.407128000000007 74.604207371536532 2.7156310000000006 decision_type=10 8 10 10 10 10 left_child=2 -2 -1 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.00095077114285523642 -0.070745328830381413 0.096927138276338115 0.10062417118019723 -0.092641101907340331 0.12677640430040629 -0.024489697584067788 leaf_weight=100.99505520612001 38.036316655576229 5.9923349544405928 8.1075322702527064 4.085814654827117 21.403657175600529 13.051247850060461 leaf_count=576 136 74 97 12 248 69 internal_value=0.0032611 -0.047925 0.0185253 0.0606916 0.0754109 0.0234509 internal_weight=191.672 44.0287 147.643 46.6483 42.5624 21.1588 internal_count=1212 210 1002 426 414 166 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=7 num_cat=0 split_feature=19 5 5 0 0 4 split_gain=14.688 11.203 8.7206 13.5229 8.68736 10.5783 threshold=0.048263919150000008 20561.500000000004 59.000000000000007 0.0075905000000000009 5.0057140000000011 22763.000000000004 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=-0.08037608690425796 -0.087051624097944813 0.075586529558048385 0.09417073869003155 -0.040938820539444351 0.027579711262793877 -0.078479221927657786 leaf_weight=19.467430032789707 10.404409952461718 23.407679285854101 16.090854801237583 41.206967514008284 77.376463148742914 10.705304250121115 leaf_count=19 120 77 43 644 257 52 internal_value=0.00211955 0.0110819 0.00138961 0.0077191 -0.00304039 0.0146895 internal_weight=198.659 179.192 155.784 145.38 129.289 88.0818 internal_count=1212 1193 1116 996 953 309 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=7 num_cat=0 split_feature=13 5 10 9 8 9 split_gain=16.2893 11.8896 9.44339 8.67292 6.05173 5.92928 threshold=49191.500000000007 36381.000000000007 41.000000000000007 7.8397116616035101 6.7998311008908914 6.3944237114723839 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=-0.080956716968302866 0.023120454419864447 -0.086775889256142463 0.088102215376724274 -0.062763273273576531 0.12014008985033729 -0.041936598681526098 leaf_weight=20.744367074221373 108.16564175114036 11.2138529792428 17.946204014122486 14.290164556354283 5.6921326518058768 16.093585021793842 leaf_count=125 585 57 61 212 14 158 internal_value=0.00278912 0.0128078 0.0196931 0.0111818 0.0193132 0.0146945 internal_weight=194.146 173.402 162.188 144.242 129.951 124.259 internal_count=1212 1087 1030 969 757 743 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=19 13 0 0 10 0 split_gain=73.4566 0.00247731 0.00377596 0.00187129 0.00101831 0.00110135 threshold=1.0000000180025095e-35 27019.000000000004 0.25191700000000006 0.0075905000000000009 25.000000000000004 3.5987755000000003 decision_type=8 8 10 10 10 10 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.085825823245319899 -0.085683147951879909 -0.080937569090837935 -0.079879047162857986 -0.079352555184713902 -0.078946453924313265 -0.080512795008415142 leaf_weight=44.170677661895752 2.0109604299068451 16.666465070098639 2.5323817003518343 14.790817717090247 12.883465724065898 18.308933133259416 leaf_count=16 14 190 39 493 247 213 internal_value=-0.0143444 -0.0801933 -0.082448 -0.0800298 -0.0797007 -0.0799943 internal_weight=111.364 67.193 4.54334 62.6497 45.9832 33.0998 internal_count=1212 1196 53 1143 953 706 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=7 num_cat=0 split_feature=10 10 4 7 5 0 split_gain=12.6229 12.6169 8.42957 7.57968 9.81569 8.96367 threshold=30.500000000000004 50.000000000000007 2341.0000000000005 73.883603989971604 3159.5000000000005 60.179807500000003 decision_type=10 8 10 10 10 10 left_child=2 -2 -1 4 -4 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.0022039726576226844 -0.068858315583287324 0.094044823886105203 0.08477275914120927 0.11778608694062426 -0.062913172382321164 -0.088839703033216519 leaf_weight=104.21230368688703 34.414625287055969 5.5164651796221724 8.6752591282129305 19.607709418982271 9.3513489067554456 2.3512668311595908 leaf_count=625 136 74 98 222 49 8 internal_value=0.00340237 -0.0463533 0.0171806 0.0562136 0.00816031 0.0956615 internal_weight=184.129 39.9311 144.198 39.9856 18.0266 21.959 internal_count=1212 210 1002 377 147 230 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=7 num_cat=0 split_feature=19 5 10 10 0 15 split_gain=12.5682 9.54459 10.1989 14.8759 10.772 10.6347 threshold=0.048263919150000008 59.000000000000007 35.000000000000007 30.500000000000004 0.0019160000000000004 4.5000000000000009 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=-0.079870606760394591 -0.086068296684693402 0.11951336316931489 -0.081404256240477146 0.098249998092498569 -0.0078629881515466377 0.088390010498109031 leaf_weight=17.038636051118374 9.737942233681677 8.3407398462295514 10.122930843383072 22.049014717340469 110.88987031392753 12.804212830960749 leaf_count=19 120 14 136 60 833 30 internal_value=0.00209401 0.0101228 0.0158272 0.0222151 0.00951771 0.00210066 internal_weight=190.983 173.945 164.207 154.084 132.035 123.694 internal_count=1212 1193 1073 937 877 863 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=7 num_cat=0 split_feature=13 5 10 9 4 5 split_gain=14.3014 10.1806 8.2769 7.55807 5.91383 10.5141 threshold=49191.500000000007 36381.000000000007 41.000000000000007 7.8397116616035101 163.00000000000003 1.0000000180025095e-35 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.080482035722294204 -0.033956059569327478 -0.085896368309419269 0.085183049462531454 -0.060949198153288746 0.13547627078268829 0.018018613822207128 leaf_weight=18.477030958980322 18.749961089342833 9.9595711342990381 16.585366725921631 13.397655110806225 8.2361949384212476 102.02001538872719 leaf_count=125 177 57 61 212 17 563 internal_value=0.0030468 0.0121819 0.0183258 0.0105392 0.0179634 0.0267928 internal_weight=187.426 168.949 158.989 142.404 129.006 110.256 internal_count=1212 1087 1030 969 757 580 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=7 num_cat=0 split_feature=19 13 0 0 10 0 split_gain=64.2546 0.00165871 0.00275074 0.0015105 0.000939349 0.000891814 threshold=1.0000000180025095e-35 27019.000000000004 0.25191700000000006 0.0075905000000000009 25.000000000000004 3.5987755000000003 decision_type=8 8 10 10 10 10 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.084282756619056681 -0.084532514352673699 -0.08042703669274473 -0.079316027128969652 -0.078952922433645767 -0.078490874578954636 -0.080043201776644535 leaf_weight=39.191145658493042 1.8402283042669294 15.400105852633713 2.2429521605372429 13.519715789705517 11.325776391662655 16.856256579980254 leaf_count=16 14 190 39 493 247 213 internal_value=-0.0156863 -0.0797199 -0.081667 -0.0795807 -0.0792681 -0.0795579 internal_weight=100.376 61.185 4.08318 57.1019 41.7017 30.376 internal_count=1212 1196 53 1143 953 706 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=7 num_cat=0 split_feature=15 10 11 13 0 0 split_gain=11.2707 11.2947 6.65638 6.64897 5.79565 7.28175 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 47.407128000000007 30.036528000000001 decision_type=10 8 10 8 10 10 left_child=2 -2 3 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.086692000835251415 -0.070788661326317934 0.091432774699351821 0.069735814863136333 0.0094693589983239086 -0.097886347487981792 0.097543692859579853 leaf_weight=7.077829971909523 29.762759298086166 5.0152058675885192 19.901956833899021 101.15024027973413 4.518234819173812 10.347517520189284 leaf_count=26 116 74 223 689 11 73 internal_value=0.0036612 -0.0473953 0.0160786 0.00740328 0.0131438 0.0176431 internal_weight=177.774 34.778 142.996 123.094 116.016 111.498 internal_count=1212 190 1022 799 773 762 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=7 num_cat=0 split_feature=20 5 10 10 4 15 split_gain=10.8189 8.47418 8.7532 12.4279 8.27933 8.92957 threshold=0.15581312665000005 59.000000000000007 35.000000000000007 30.500000000000004 126.00000000000001 4.5000000000000009 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=-0.07542410145394618 -0.085086457297599144 0.10216965317723015 -0.080702271534002348 0.09345285169110458 -0.0068184998099568451 0.08254829182957589 leaf_weight=16.375986218452454 8.9208186492323858 8.9512053877115232 8.9976644236594421 20.36593571305275 107.53176016174257 12.47842004150152 leaf_count=25 120 32 136 60 809 30 internal_value=0.0021476 0.00974309 0.0150863 0.020858 0.00939358 0.00247368 internal_weight=183.622 167.246 158.325 149.327 128.961 120.01 internal_count=1212 1187 1067 931 871 839 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=7 num_cat=0 split_feature=13 5 4 4 4 5 split_gain=12.2299 8.90175 7.15345 12.7653 5.67923 6.48741 threshold=49191.500000000007 36381.000000000007 23996.500000000004 4433.0000000000009 168.50000000000003 163.00000000000003 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=-0.079853650342911017 -0.026807048462839933 -0.08569096641341245 0.085162147561748835 -0.084769338729168323 0.081974875426407509 0.017543500083292914 leaf_weight=16.241564553231001 21.96549628674984 8.9815165083855373 13.897490933537481 12.921842101961373 19.017993047833443 87.643132483586669 leaf_count=125 209 57 53 259 70 439 internal_value=0.00292975 0.0111068 0.0166997 0.00997792 0.0194962 0.0290318 internal_weight=180.669 164.427 155.446 141.548 128.627 106.661 internal_count=1212 1087 1030 977 718 509 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=7 num_cat=0 split_feature=19 13 0 0 16 9 split_gain=56.1524 0.00116064 0.00211863 0.00126784 0.000724283 0.000768658 threshold=1.0000000180025095e-35 27019.000000000004 0.25191700000000006 0.0075905000000000009 1.0000000180025095e-35 7.4542178576074258 decision_type=8 8 10 10 10 10 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.082926676444604178 -0.083602808386760652 -0.079973615578321625 -0.078786385150466001 -0.078879969291122939 -0.078282100287523526 -0.080202516959612627 leaf_weight=34.55977988243103 1.695026218891144 14.234865082427858 1.9802371682599185 18.518963019363586 13.590998213738201 5.7617658488452426 leaf_count=16 14 190 39 497 358 98 internal_value=-0.0172349 -0.0792902 -0.0810077 -0.079169 -0.0788666 -0.0791938 internal_weight=90.3416 55.7819 3.67526 52.1066 37.8717 24.2807 internal_count=1212 1196 53 1143 953 595 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=7 num_cat=0 split_feature=15 10 11 13 0 9 split_gain=9.45896 9.57782 5.73054 5.64005 5.12242 6.17712 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 47.407128000000007 6.1041741653575761 decision_type=10 10 10 8 10 10 left_child=2 -2 3 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.085657082945133092 -0.068776426752938533 0.089002798945259809 0.065661757834199863 0.0034232559892946992 -0.095529130092992715 0.060275777782576645 leaf_weight=6.254859670996666 26.690429620444778 4.4954059682786456 19.163694024085999 86.545123532414436 4.2784621715545645 24.527351032942533 leaf_count=26 116 74 223 566 11 196 internal_value=0.00379711 -0.0460327 0.0148363 0.00682682 0.0118417 0.0159776 internal_weight=171.955 31.1858 140.769 121.606 115.351 111.072 internal_count=1212 190 1022 799 773 762 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=7 num_cat=0 split_feature=19 5 5 0 3 2 split_gain=9.4131 7.72035 6.35742 8.9442 7.4214 18.2306 threshold=0.048263919150000008 23469.000000000004 59.000000000000007 0.0041515000000000015 6.5000000000000009 7.5000000000000009 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.079282831512183571 -0.084258957817315169 0.069831886461957968 0.087720383024878557 -0.0432320392368023 0.12961506119121821 -0.0042300553967184176 leaf_weight=13.098203368484974 8.2330731321126205 18.40640627220273 12.260045573115347 32.101243743672967 11.634991783648728 81.179021703079343 leaf_count=19 120 71 23 404 22 553 internal_value=0.00229216 0.00881469 0.00109087 0.00621345 -0.0017862 0.0125485 internal_weight=176.913 163.815 145.408 137.175 124.915 92.814 internal_count=1212 1193 1122 1002 979 575 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=7 num_cat=0 split_feature=13 5 10 10 8 0 split_gain=10.507 7.79032 6.46764 5.18129 5.08461 9.9855 threshold=49191.500000000007 36381.000000000007 41.000000000000007 25.000000000000004 4.4954850976912946 0.16056050000000002 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=-0.079329552661318817 -0.0044597055534996008 -0.085415082902636844 0.080496730904175362 -0.068922494064709058 -0.023477696812427958 0.063941713830331162 leaf_weight=14.283234819769858 71.096620809286833 8.0947410501539689 13.818072140216826 8.0868290662765485 19.462904128246009 39.757197159342468 leaf_count=125 384 57 61 113 231 241 internal_value=0.00285556 0.0101778 0.0152611 0.00874808 0.0135679 0.035211 internal_weight=174.6 160.316 152.222 138.404 130.317 59.2201 internal_count=1212 1087 1030 969 856 472 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=7 num_cat=0 split_feature=20 10 5 13 7 0 split_gain=49.0319 0.0010103 0.000857767 0.00098517 0.000530251 0.00050709 threshold=1.0000000180025095e-35 41.000000000000007 11939.000000000002 27019.000000000004 76.473063496013751 0.0075905000000000009 decision_type=8 10 10 8 10 10 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.081757520291387428 -0.07952706196265967 -0.077405128636320708 -0.077892370982421702 -0.079575283893953491 -0.082441520998041584 -0.07881075731947014 leaf_weight=30.310708165168762 1.14590275939554 4.1232597641646853 5.7339814733713856 13.201085327193139 1.3713274151086805 25.307293511927128 leaf_count=16 28 119 96 189 16 748 internal_value=-0.0189278 -0.0789057 -0.079038 -0.0791981 -0.0811148 -0.0790728 internal_weight=81.1936 50.8829 46.7596 41.0256 2.51723 38.5084 internal_count=1212 1196 1077 981 44 937 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=7 num_cat=0 split_feature=19 0 2 6 0 0 split_gain=8.12333 8.31059 7.59773 7.12749 7.44477 8.16346 threshold=0.048263919150000008 2.7156310000000006 11.500000000000002 84.811713194020484 0.0031780000000000007 3.9500000000000005e-05 decision_type=8 8 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.074935709281565441 0.046353743729350215 -0.016955537503168295 0.089975363134161213 -0.021293427662255782 0.074928528289089122 -0.10209602930434994 leaf_weight=12.121525455266237 9.3441867232322675 65.49503531306982 17.060668963938951 30.161097273230553 26.264870084822178 6.1375087574124327 leaf_count=19 62 403 257 207 248 16 internal_value=0.00389278 0.0100789 0.0299805 0.0157463 0.0425067 -0.0124972 internal_weight=166.585 154.463 88.9683 71.9077 41.7466 15.4817 internal_count=1212 1193 790 533 326 78 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=7 num_cat=0 split_feature=16 5 5 4 3 2 split_gain=8.29542 6.82975 5.70707 5.07171 6.36335 14.6053 threshold=2.0000000000000004 59.000000000000007 44852.000000000007 126.00000000000001 6.5000000000000009 7.5000000000000009 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=-0.083569126774172608 -0.081012273524479761 0.076725114333241584 0.075791045891580228 -0.035311012072941191 0.12158159871213428 0.0004731021750884331 leaf_weight=7.7339742723852387 11.17960355710238 9.6505319178104383 13.125868231058119 34.331900639459491 11.309448108077047 83.314302559942007 leaf_count=120 96 33 47 394 22 500 internal_value=0.00225847 0.00809629 0.0127686 0.00680043 0.00156754 0.014948 internal_weight=170.646 159.466 151.732 138.606 128.956 94.6238 internal_count=1212 1116 996 949 916 522 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=7 num_cat=0 split_feature=21 3 20 0 3 8 split_gain=9.18532 5.59386 4.89414 5.28593 11.6582 9.18654 threshold=0.14357116100000003 82.000000000000014 0.8618284543000001 0.18889600000000004 3.5000000000000004 4.4954850976912946 decision_type=8 10 10 8 10 8 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=-0.080810067159924059 0.020789162619446275 -0.087510232743886904 -0.11758068632749047 -0.03725342506651113 -0.087389097141630345 0.04220922504997679 leaf_weight=12.147003911435604 32.761490486562252 5.7333882004022589 2.8118500411510459 17.59970685839653 14.31510065961629 83.925737856887281 leaf_count=25 249 60 9 100 275 494 internal_value=0.00297081 0.00944682 0.0131182 0.0155912 -0.0121058 0.0284342 internal_weight=169.294 157.147 151.414 148.602 47.0766 101.525 internal_count=1212 1187 1127 1118 524 594 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=7 num_cat=0 split_feature=19 10 2 8 0 7 split_gain=42.9474 0.000799288 0.000679333 0.000958606 0.000456454 0.000323052 threshold=1.0000000180025095e-35 41.000000000000007 14.500000000000002 6.8666731730778698 0.0075905000000000009 82.523892915312913 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=0.080807188250347606 -0.079220646128347214 -0.077165465822991761 -0.077919116122583287 -0.080765368977200602 -0.078355439930969023 -0.080521283268761706 leaf_weight=26.578009366989136 12.241271812468769 3.7358647324144831 9.0050076842308027 2.5387586997821918 18.235790179111067 0.71570940688252349 leaf_count=16 189 119 250 50 575 13 internal_value=-0.0205824 -0.0785681 -0.0786908 -0.0788968 -0.0787447 -0.0784372 internal_weight=73.0504 46.4724 42.7365 33.7315 31.1928 18.9515 internal_count=1212 1196 1077 827 777 588 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=7 num_cat=0 split_feature=10 11 10 4 7 6 split_gain=7.06897 8.20582 8.45271 6.29883 6.57398 8.78158 threshold=30.500000000000004 11.500000000000002 50.000000000000007 2155.5000000000005 73.883603989971604 84.878191631965962 decision_type=10 8 8 10 10 8 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.00015281578026275211 -0.082943727113671942 0.12512210615402583 0.086613914205085185 0.06079519277883038 0.084987734326527384 -0.089522376740886034 leaf_weight=95.707612674683332 21.603598743677146 2.6521730981767169 3.4032503962516776 9.651736434549095 21.144596595317125 6.5063528642058364 leaf_count=611 112 34 64 118 244 29 internal_value=0.00386789 -0.0421298 -0.0598682 0.013433 0.04829 0.000267049 internal_weight=160.669 27.659 25.0068 133.01 37.3027 16.1581 internal_count=1212 210 176 1002 391 147 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=7 num_cat=0 split_feature=16 5 10 10 15 13 split_gain=7.20393 6.12741 5.23436 12.8956 5.79322 7.00466 threshold=2.0000000000000004 59.000000000000007 35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 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=-0.082770722426842441 -0.080625214497436745 0.0067066342948130207 -0.079975495796845389 0.098716242609790533 0.10691434398807352 -0.090895428000587974 leaf_weight=7.162518609315156 9.8502243263646942 112.45247823745012 5.9480735436081877 16.562466099858284 5.3247046917676917 7.8675245810300103 leaf_count=120 96 765 62 52 13 104 internal_value=0.00230434 0.00756372 0.0119309 0.0157751 0.00484177 0.000324598 internal_weight=165.168 155.318 148.155 142.207 125.645 120.32 internal_count=1212 1116 996 934 882 869 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=7 num_cat=0 split_feature=13 10 9 8 9 0 split_gain=8.318 6.33499 8.25256 5.32626 4.50466 8.0779 threshold=49191.500000000007 41.000000000000007 7.8397116616035101 6.7585825373291648 6.3944237114723839 45.141901000000011 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=-0.078671103083516603 0.014324482281361682 0.078679917573153679 -0.06381181537020357 0.10244773449679989 -0.07843616966288873 0.13683506526463743 leaf_weight=11.582648297771811 105.00234157405794 12.092985458672045 16.232675424776971 6.1855773925781241 11.739878978580235 2.0470608174800864 leaf_count=125 592 61 262 19 149 4 internal_value=0.00304155 0.00921536 0.00326643 0.0119791 0.00726819 -0.0464731 internal_weight=164.883 153.301 141.208 124.975 118.789 13.7869 internal_count=1212 1087 1026 764 745 153 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=19 10 5 13 9 0 split_gain=37.6888 0.000667072 0.000587289 0.000462749 0.000351119 0.00045558 threshold=1.0000000180025095e-35 41.000000000000007 11939.000000000002 27019.000000000004 7.9796547261192456 0.0075905000000000009 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=0.080026587911255248 -0.079965695611846618 -0.076897588002205683 -0.077324143672675261 -0.078881130159779503 -0.080249043818892932 -0.078087883325068663 leaf_weight=23.3179851770401 2.1006165966391563 3.2626942968927315 4.5970494747161856 11.334654277190568 1.0320162866264571 20.042690334841609 leaf_count=16 44 119 96 189 19 729 internal_value=-0.0220783 -0.0782713 -0.0783859 -0.0785274 -0.0784341 -0.0783744 internal_weight=65.6877 42.3697 39.107 34.51 32.4094 31.3773 internal_count=1212 1196 1077 981 937 918 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=7 num_cat=0 split_feature=15 10 9 10 6 0 split_gain=6.25497 6.90081 4.52824 7.66791 7.46028 7.2656 threshold=4.5000000000000009 50.000000000000007 6.1041741653575761 30.500000000000004 83.534692932856203 47.407128000000007 decision_type=10 10 10 10 10 8 left_child=2 -2 4 5 -1 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.012618770216848638 -0.06560784960035182 0.08525089315657737 0.066198396511000221 -0.063014227697819183 -0.064062045057283176 -0.092218319568997315 leaf_weight=69.729221813380718 20.391350518912081 3.5618605688214293 36.965234726667404 6.5361187532544127 15.509765584021805 3.1411589682102194 leaf_count=497 116 74 393 50 73 9 internal_value=0.00383501 -0.043175 0.0123733 0.0374229 -0.00133378 0.0537911 internal_weight=155.835 23.9532 131.881 46.6425 85.239 40.1064 internal_count=1212 190 1022 452 570 402 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=7 num_cat=0 split_feature=19 5 0 3 2 5 split_gain=6.3506 5.58879 5.79123 6.48412 10.8742 5.4658 threshold=0.048263919150000008 59.000000000000007 0.0019160000000000004 6.5000000000000009 7.5000000000000009 20561.500000000004 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=-0.079110954227557317 -0.082167795381319172 0.094387626250354906 -0.032078898283322353 0.11400533642642935 -0.0034933510510612958 0.060269266873186601 leaf_weight=9.0285533368587494 6.682171842083334 7.9420369267463675 32.94855890981853 10.762906815856693 75.965903492644429 16.334512952715158 leaf_count=19 120 14 411 22 549 77 internal_value=0.00235169 0.00723425 0.0113842 0.00653744 0.0188828 0.00779079 internal_weight=159.665 150.636 143.954 136.012 103.063 92.3004 internal_count=1212 1193 1073 1059 648 626 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=7 num_cat=0 split_feature=13 3 4 4 8 0 split_gain=7.1891 5.3786 6.51354 9.6458 6.48411 6.00402 threshold=49191.500000000007 82.000000000000014 23996.500000000004 4433.0000000000009 4.4954850976912946 23.872839500000005 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=-0.078316304374952517 0.0036020256268680449 -0.084992316270568441 0.086600704797850314 -0.083676997245733631 0.041109431437076724 -0.099435138581766794 leaf_weight=10.185044095851481 63.9777114354074 5.9099613130092612 10.917062059044836 10.945981428027151 51.911074064671993 6.2036499604582778 leaf_count=125 347 59 42 268 335 36 internal_value=0.00298134 0.00850643 0.0123449 0.00625155 0.0143139 -0.0055059 internal_weight=160.05 149.865 143.955 133.038 122.092 70.1814 internal_count=1212 1087 1028 986 718 383 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=7 num_cat=0 split_feature=19 2 8 10 8 8 split_gain=33.1808 0.0005633 0.000677625 0.000324907 0.000188642 0.000212476 threshold=1.0000000180025095e-35 15.500000000000002 6.9528757088260056 41.000000000000007 6.1937894336304451 5.4463729195966319 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=0.079362308102139484 -0.078211346206000176 -0.077265872031992908 -0.08042298149530025 -0.076812257657205563 -0.078548144262068118 -0.077446337864830489 leaf_weight=20.491157650947571 12.880314561538411 8.1973513248376531 1.3117815060541023 1.8369627809151996 9.4318465162068588 5.0556380273774257 leaf_count=16 414 276 30 88 194 194 internal_value=-0.0235373 -0.0780019 -0.0781996 -0.0780997 -0.0781861 -0.0779957 internal_weight=59.2051 38.7139 30.5165 29.2048 27.3678 17.936 internal_count=1212 1196 920 890 802 608 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=7 num_cat=0 split_feature=15 10 2 10 8 9 split_gain=5.26261 5.98759 4.43969 7.45131 4.65207 5.80579 threshold=4.5000000000000009 50.000000000000007 8.5000000000000018 30.500000000000004 7.3473587833055545 7.9473517690260973 decision_type=10 8 10 10 10 8 left_child=2 -2 -1 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.00091054083593328054 -0.063610355578508651 0.084081552946990906 0.050134442243378464 -0.060974115111354282 -0.025298172495989688 0.1596240094914568 leaf_weight=89.64764791727066 18.508670061826709 3.2229657769203177 22.010701913386587 6.2756228260695925 5.6344662792980662 6.2092353031039229 leaf_count=563 116 74 293 50 34 82 internal_value=0.00383782 -0.0417065 0.0114644 0.039109 0.0576615 0.0742254 internal_weight=151.509 21.7316 129.778 40.13 33.8544 28.2199 internal_count=1212 190 1022 459 409 375 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=16 5 10 10 10 15 split_gain=5.54191 5.05016 4.24807 10.4341 5.12708 4.65098 threshold=2.0000000000000004 59.000000000000007 35.000000000000007 30.500000000000004 16.500000000000004 6.5000000000000009 decision_type=10 8 10 10 10 10 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.081583078760020036 -0.080881648402551506 0.0041379775829292935 -0.079325818690016356 0.095111969399850796 -0.10414105168505468 0.10395782573333356 leaf_weight=6.2173761986196032 7.6151926061138502 112.18455759622157 5.0730370711535206 14.159442856907843 4.2014794740825883 4.8704293221235266 leaf_count=120 96 767 62 52 102 13 internal_value=0.0022948 0.0066123 0.0105154 0.0138811 0.00439556 0.00829129 internal_weight=154.322 146.706 140.489 135.416 121.256 117.055 internal_count=1212 1116 996 934 882 780 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=7 num_cat=0 split_feature=21 19 21 3 4 4 split_gain=6.44233 4.24706 4.23945 4.06484 4.79636 9.05172 threshold=0.14357116100000003 0.76803983445000001 0.62272809245000016 82.000000000000014 23996.500000000004 4433.0000000000009 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=-0.081448220181837644 0.014802106757568998 0.088134527945464516 -0.062492153066721484 -0.085917535445671323 0.075596993596580661 -0.083197141706020689 leaf_weight=8.548402011394499 106.18102919496596 6.3067320585250846 8.9133206233382207 4.38309097662568 10.856992829591034 10.343194571323691 leaf_count=25 761 14 25 60 50 277 internal_value=0.00294424 0.00785239 0.00425325 0.00876831 0.0120264 0.00610327 internal_weight=155.533 146.984 140.678 131.764 127.381 116.524 internal_count=1212 1187 1173 1148 1088 1038 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=7 num_cat=0 split_feature=19 10 3 8 0 9 split_gain=29.2421 0.000432548 0.000419767 0.00063731 0.000304568 0.000168174 threshold=1.0000000180025095e-35 41.000000000000007 17.500000000000004 6.8666731730778698 0.0075905000000000009 7.8823437436362527 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=0.078804478848703105 -0.078306047838763812 -0.076520023994477326 -0.077019862149856122 -0.078450783663628898 -0.077593466709188819 -0.080163869969387042 leaf_weight=17.990058660507202 9.7350316550582701 2.5769401127472511 4.9795046774670473 0.89688125811517183 15.625687330495564 1.5871958397328851 leaf_count=16 189 119 143 14 691 40 internal_value=-0.025011 -0.0777676 -0.0778655 -0.0780167 -0.077867 -0.0795454 internal_weight=53.3913 35.4012 32.8243 27.8448 25.3607 2.48408 internal_count=1212 1196 1077 934 880 54 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=7 num_cat=0 split_feature=19 0 2 6 0 0 split_gain=4.59437 4.81191 6.00928 5.93837 6.39724 6.56851 threshold=1.0000000180025095e-35 2.7156310000000006 11.500000000000002 84.811713194020484 0.0031780000000000007 3.9500000000000005e-05 decision_type=8 8 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.076366831736114471 0.036466108817971743 -0.013476243877758332 0.085130705625550321 -0.024159012313873116 0.067815618381393175 -0.101292817431459 leaf_weight=6.8178103268146515 9.1606824547052366 60.964306581765413 13.323206553235648 27.400025729089975 24.504617258906364 5.5631406232714644 leaf_count=16 62 406 257 207 248 16 internal_value=0.00380669 0.00768565 0.0238219 0.0115624 0.0365129 -0.0155837 internal_weight=147.734 140.916 79.9517 66.6285 39.2284 14.7238 internal_count=1212 1196 790 533 326 78 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=7 num_cat=0 split_feature=19 5 0 5 8 6 split_gain=4.91113 4.61356 5.13646 4.91295 4.60781 11.0696 threshold=0.048263919150000008 59.000000000000007 0.0041515000000000015 108.50000000000001 4.4954850976912946 84.878191631965962 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=-0.079259443344662409 -0.081075393748259852 0.072975075032919098 -0.085970668619734583 0.068143603719415122 -0.083362712328370503 0.014038041703068219 leaf_weight=7.0325854495167732 5.7917315848171702 11.847047097980974 5.7785807624459258 11.663399610668419 13.319008726626633 94.145826829597354 leaf_count=19 120 23 101 73 178 698 internal_value=0.00231909 0.00634382 0.0100462 0.00407754 0.00844552 0.00196636 internal_weight=149.578 142.546 136.754 124.907 119.128 107.465 internal_count=1212 1193 1073 1050 949 876 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=7 num_cat=0 split_feature=13 10 9 8 9 8 split_gain=5.69974 4.44251 5.62582 4.54166 3.53374 6.7434 threshold=49191.500000000007 41.000000000000007 7.8397116616035101 6.7585825373291648 6.3944237114723839 4.4954850976912946 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.078102527936001864 -0.0063975622495643179 0.074754319148038637 -0.060117327431566496 0.094710773797673162 -0.044575607639845957 0.04829504002960109 leaf_weight=8.2364491485059244 69.893243633210659 9.176933787763117 12.838259829208253 5.9468858689069739 12.74239053018391 33.276614466682076 leaf_count=125 381 61 262 19 153 211 internal_value=0.00280131 0.00743285 0.00284624 0.00947966 0.00510687 0.0112431 internal_weight=152.111 143.874 134.697 121.859 115.912 103.17 internal_count=1212 1087 1026 764 745 592 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=7 num_cat=0 split_feature=19 2 8 0 11 0 split_gain=25.5806 0.000368283 0.000507743 0.000255554 0.000157505 0.000214084 threshold=1.0000000180025095e-35 15.500000000000002 6.9528757088260056 0.0075905000000000009 7.5000000000000009 10.022357500000002 decision_type=8 10 10 10 10 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.078261998159848647 -0.078041558567679081 -0.076876239679428152 -0.079785207951910506 -0.077035406775751741 -0.078247193485013078 -0.077959210190940403 leaf_weight=15.632235050201416 8.9989066361449712 6.6221121563576153 1.1299499971792091 10.469109476543959 1.8176017738878716 3.2990748118609199 leaf_count=16 190 276 30 579 43 78 internal_value=-0.0267678 -0.0775413 -0.0777125 -0.0776173 -0.0773723 -0.0772568 internal_weight=47.969 32.3368 25.7146 24.5847 15.5858 13.7682 internal_count=1212 1196 920 890 700 657 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=7 num_cat=0 split_feature=19 0 2 5 2 10 split_gain=3.94114 4.11296 4.51322 4.61602 5.06297 6.34167 threshold=1.0000000180025095e-35 47.407128000000007 90.000000000000014 11641.500000000002 8.5000000000000018 30.500000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.076176404821242161 0.00065445717114194263 -0.088974000355293695 0.15175249683429701 -0.061546357324300797 0.073645939275455416 -0.024003668766913552 leaf_weight=5.8933508992195129 88.557175356894732 4.2949071899056426 2.2227277532219878 8.88186167180538 23.908943247050047 9.2135033868253213 leaf_count=16 619 16 21 85 349 106 internal_value=0.00389715 0.00733969 0.010455 0.00804946 0.0131295 0.0464832 internal_weight=142.972 137.079 132.784 130.561 121.68 33.1224 internal_count=1212 1196 1180 1159 1074 455 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=7 num_cat=0 split_feature=16 9 6 4 7 9 split_gain=4.35976 3.40086 5.71745 4.25178 3.1319 5.6859 threshold=2.0000000000000004 7.9624376805937027 124.07979383812629 22763.000000000004 79.000560087679474 5.8604409522369112 decision_type=10 10 10 10 10 8 left_child=1 2 4 -3 -1 -6 right_child=-2 3 -4 -5 5 -7 leaf_value=-0.0020593836154328055 -0.08145658394122901 0.075539637473941448 -0.1055594642947701 -0.012598931290868485 0.17838150438726572 0.011036290695078764 leaf_weight=100.67146203108132 6.0071283681318155 13.872278897091748 5.0403503458946934 9.0396709963679296 2.7673911303281757 7.6235357522964486 leaf_count=836 96 87 54 56 10 73 internal_value=0.00195216 0.00555643 -0.00139179 0.0407655 0.00333565 0.0556049 internal_weight=145.022 139.015 116.103 22.9119 111.062 10.3909 internal_count=1212 1116 973 143 919 83 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=7 num_cat=0 split_feature=13 20 3 4 4 8 split_gain=5.10618 4.208 4.15181 4.54447 7.79221 4.33803 threshold=49191.500000000007 0.8618284543000001 82.000000000000014 23996.500000000004 4433.0000000000009 4.4954850976912946 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=-0.077884478511103084 -0.012923975051205783 -0.11359350366692873 -0.084473929668406583 0.080673081390886858 -0.08278263623432329 0.028473885347853778 leaf_weight=7.4113931637257338 37.693678211420774 2.8218489661812773 4.5205022934824219 9.2278360500931722 8.7965869507752341 77.063328724354506 leaf_count=125 301 10 59 42 268 407 internal_value=0.00300764 0.00728617 0.0097705 0.012979 0.00792317 0.0148761 internal_weight=147.535 140.124 137.302 132.781 123.554 114.757 internal_count=1212 1087 1077 1018 976 708 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=7 num_cat=0 split_feature=19 10 3 8 0 15 split_gain=22.4837 0.000280737 0.000269441 0.000426945 0.000167057 0.000120381 threshold=1.0000000180025095e-35 41.000000000000007 17.500000000000004 6.9528757088260056 0.0075905000000000009 4.5000000000000009 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=0.077828397598021404 -0.07780357327192941 -0.076221128143225222 -0.076686864467951005 -0.079185814526057829 -0.077151438825911828 -0.07829400123082797 leaf_weight=13.629792988300323 8.321992758661521 2.0590827120468012 4.1309483270160845 1.5158908590674389 12.625061325263228 0.99480352737009603 leaf_count=16 189 119 143 38 693 14 internal_value=-0.0284766 -0.0773475 -0.0774316 -0.0775627 -0.0774506 -0.0772349 internal_weight=43.2776 29.6478 27.5887 23.4577 21.9419 13.6199 internal_count=1212 1196 1077 934 896 707 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=7 num_cat=0 split_feature=0 0 0 2 0 0 split_gain=3.4869 4.03567 6.17484 5.39721 4.5435 6.19725 threshold=47.407128000000007 30.036528000000001 4.6811795000000016 4.5000000000000009 0.0041515000000000015 3.9500000000000005e-05 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=0.0092233971034484004 -0.08786777395869641 0.061774531852646579 0.093361546329332218 -0.058704238756809579 0.027594166354277274 -0.087259201970798131 leaf_weight=23.658975534141064 4.0352387353777877 12.022657997906206 2.6022062450647381 22.647919222712517 65.655661195516586 9.2641638591885549 leaf_count=145 16 84 18 177 742 30 internal_value=0.00373938 0.00646041 0.00108991 -0.0430328 0.0123916 -0.0179256 internal_weight=139.887 135.852 123.829 25.2501 98.5788 32.9231 internal_count=1212 1196 1112 195 917 175 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=7 num_cat=0 split_feature=16 5 4 3 2 4 split_gain=3.89362 4.14557 3.58926 5.92236 7.50721 5.54087 threshold=2.0000000000000004 59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5872.0000000000009 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=-0.080621445198185912 -0.081691356890761846 0.071242850713094844 -0.051784495703762604 0.085129851264115153 -0.036622500415027306 0.018142580355416878 leaf_weight=5.3869774136692277 5.3401823323220006 8.6237244009971601 16.220032650977373 12.731785429641603 25.358301298692822 68.054587198421359 leaf_count=120 96 33 203 61 306 393 internal_value=0.00207272 0.00535275 0.00888849 0.00449403 0.013094 0.00327579 internal_weight=141.716 136.375 130.988 122.365 106.145 93.4129 internal_count=1212 1116 996 963 760 699 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=7 num_cat=0 split_feature=21 20 21 9 10 8 split_gain=4.68487 3.67121 3.9515 3.53752 4.33181 4.21423 threshold=0.14357116100000003 0.8618284543000001 0.53514027195000013 7.8397116616035101 35.000000000000007 4.4954850976912946 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=-0.082467104691743162 0.058998273686270787 -0.11008653756774267 -0.013012760074097688 -0.043173038757565389 0.06737127830645924 0.030377523409326476 leaf_weight=6.1582746654748917 14.130647644400595 2.6415142714977256 37.826681658625603 24.816214919090275 4.1355828940868369 54.827994184568524 leaf_count=25 31 9 302 335 36 474 internal_value=0.00287519 0.00667318 0.00894539 0.00312925 -0.0273825 0.0126632 internal_weight=144.537 138.379 135.737 121.606 28.9518 92.6547 internal_count=1212 1187 1178 1147 371 776 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=7 num_cat=0 split_feature=20 2 8 0 10 6 split_gain=20.1458 0.000245003 0.000370383 0.000178729 8.09e-05 9.58649e-05 threshold=1.0000000180025095e-35 15.500000000000002 6.9528757088260056 0.0075905000000000009 32.000000000000007 87.834410270731823 decision_type=8 10 10 10 8 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.077533287153399064 -0.077600004629663877 -0.076555824559639107 -0.07921506193705681 -0.076825133349492203 -0.076219082696509247 -0.077398949754954288 leaf_weight=12.194145023822784 7.7194743882864811 5.4134357082657507 0.97246651165187259 6.7363769942894534 1.2234936491586275 5.1276677860878417 leaf_count=16 190 276 30 376 87 237 internal_value=-0.0292659 -0.0771579 -0.0773075 -0.0772184 -0.0769933 -0.0770731 internal_weight=39.3871 27.1929 21.7795 20.807 13.0875 11.864 internal_count=1212 1196 920 890 700 613 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=7 num_cat=0 split_feature=0 0 0 2 0 0 split_gain=3.17115 3.31804 5.33844 4.56935 4.00165 5.54314 threshold=47.407128000000007 30.036528000000001 4.6811795000000016 4.5000000000000009 0.0041515000000000015 3.9500000000000005e-05 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=0.0079630710592591535 -0.086716603523246297 0.056234664079723544 0.081004341501329402 -0.056587815100219402 0.026061666486710502 -0.085794012390437463 leaf_weight=23.595226254314184 3.7753168269991866 12.062967345118521 2.7223716415464905 21.280892957001925 64.574642864987254 8.6058587878942472 leaf_count=145 16 84 18 177 742 30 internal_value=0.00365796 0.00622637 0.00123173 -0.0409826 0.0117021 -0.0170939 internal_weight=136.617 132.842 120.779 24.0033 96.7757 32.2011 internal_count=1212 1196 1112 195 917 175 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=7 num_cat=0 split_feature=5 20 10 10 10 0 split_gain=3.53208 3.83102 3.82183 5.82701 4.51219 3.83128 threshold=59.000000000000007 0.15581312665000005 35.000000000000007 30.500000000000004 16.500000000000004 0.0019160000000000004 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=-0.080259689429980949 -0.069616594827987752 0.078740820462834107 -0.078191895545470333 0.078517107344997242 -0.10402880858547503 0.003636517415001453 leaf_weight=5.0520058814436188 6.5542201772332191 7.2945957481861106 4.8569558933377257 11.969659440219401 3.6665658652782431 98.631577961146832 leaf_count=120 25 14 136 60 102 755 internal_value=0.0018107 0.00492876 0.00879357 0.012269 0.00503345 0.00880857 internal_weight=138.026 132.974 126.419 121.562 109.593 105.926 internal_count=1212 1092 1067 931 871 769 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=7 num_cat=0 split_feature=13 10 9 8 9 8 split_gain=4.14914 3.37496 4.08739 3.62015 3.38333 8.13995 threshold=49191.500000000007 41.000000000000007 7.8397116616035101 6.7585825373291648 6.3944237114723839 4.8797861100816222 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.07769786712792863 0.010228059014900467 0.071118486621441213 -0.056495488779666571 0.086226720934174661 0.19394100617078588 -0.073128987801234113 leaf_weight=6.1182912443764508 99.015596183016896 7.6255975849926463 10.710013931617139 5.6376625895500174 1.2732900269329519 11.003038993105292 leaf_count=125 592 61 262 19 6 147 internal_value=0.00285063 0.00649398 0.00263311 0.00804892 0.0040887 -0.0454287 internal_weight=141.383 135.265 127.64 116.93 111.292 12.2763 internal_count=1212 1087 1026 764 745 153 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=7 num_cat=0 split_feature=19 2 8 0 8 10 split_gain=18.0026 0.000184702 0.00028624 0.000149448 6.65904e-05 5.30291e-05 threshold=1.0000000180025095e-35 15.500000000000002 6.9528757088260056 0.0075905000000000009 6.7963979550449611 41.000000000000007 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.077239188235166789 -0.077405395407006375 -0.076439448689149508 -0.078880533820359464 -0.076831422296795238 -0.077657878005813696 -0.076089082641186856 leaf_weight=10.876519978046417 7.129529788624505 4.900377861224114 0.88707942701876064 10.009175537619734 0.89268405176699239 1.0646549370139844 leaf_count=16 190 276 30 576 42 82 internal_value=-0.0300805 -0.0769896 -0.0771245 -0.077043 -0.076827 -0.0767601 internal_weight=35.76 24.8835 19.9831 19.096 11.9665 11.0738 internal_count=1212 1196 920 890 700 658 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=7 num_cat=0 split_feature=15 10 9 6 8 7 split_gain=2.96341 4.14257 3.72125 5.37782 5.13453 4.29819 threshold=4.5000000000000009 50.000000000000007 6.1041741653575761 83.534692932856203 6.0124073458263707 76.269353187505843 decision_type=10 10 10 10 10 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0086324293645344899 -0.059227127144616358 0.081947882876386158 0.090383893340028928 -0.05976717231680382 -0.0045696717143146933 0.10746031667612675 leaf_weight=63.423946484923363 13.297897785902022 2.4635928124189368 11.44640453904867 14.039133388549088 24.506056249141697 3.9809861537069073 leaf_count=497 116 74 140 73 213 99 internal_value=0.0035529 -0.0371608 0.00901907 -0.00376407 0.0338159 0.0110862 internal_weight=133.158 15.7615 117.397 77.4631 39.9334 28.487 internal_count=1212 190 1022 570 452 312 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=7 num_cat=0 split_feature=5 16 4 3 2 4 split_gain=3.23434 3.36293 2.85726 5.07035 6.56716 4.43345 threshold=59.000000000000007 2.0000000000000004 126.00000000000001 3.5000000000000004 6.5000000000000009 5872.0000000000009 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=-0.079892645603720419 0.064972999509713927 -0.082895540678778579 -0.049962713458403772 0.080364299648352483 -0.034657621253156239 0.015667973528586138 leaf_weight=4.697368678636848 8.1031429469585401 4.2509990301914504 15.370668100193141 12.238489912822841 23.856911266222596 65.747222033329308 leaf_count=120 33 96 203 61 306 393 internal_value=0.00162135 0.00457658 0.00754382 0.00357365 0.0116537 0.00226889 internal_weight=134.265 129.567 125.316 117.213 101.843 89.6041 internal_count=1212 1092 996 963 760 699 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=7 num_cat=0 split_feature=21 20 21 21 21 5 split_gain=3.77825 3.25416 3.3236 2.99608 3.38908 3.89586 threshold=0.14357116100000003 0.8618284543000001 0.53514027195000013 0.80522880530000018 0.88726092775000021 21926.500000000004 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=-0.082925148328338513 0.053688977351989069 -0.10636540531115797 -0.063178905691880102 0.10969878167189531 0.0088155217851983991 -0.065093067474482166 leaf_weight=4.958265483379364 14.277317859232424 2.5293669998645774 6.5417823642492294 3.0916150733828545 99.028602215927094 7.6855421280488363 leaf_count=25 31 9 17 6 1041 83 internal_value=0.00278678 0.00597844 0.00815382 0.00256608 0.0064829 0.00349263 internal_weight=138.112 133.154 130.625 116.348 109.806 106.714 internal_count=1212 1187 1178 1147 1130 1124 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=7 num_cat=0 split_feature=19 2 8 0 10 7 split_gain=15.9833 0.000147993 0.000254532 0.000114795 5.25622e-05 6.43479e-05 threshold=1.0000000180025095e-35 15.500000000000002 6.9528757088260056 0.0075905000000000009 41.000000000000007 69.556993772627209 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.076995242393583824 -0.077210421598705267 -0.076319681583350341 -0.078674329167309529 -0.076533691490390854 -0.075982444400950783 -0.077046822364937095 leaf_weight=9.5843252539634705 6.5616610026918449 4.4884267754387102 0.82725965045392413 5.7911038827151025 0.9787372362334289 4.2281840648502111 leaf_count=16 190 276 30 395 87 218 internal_value=-0.0314134 -0.0768345 -0.0769602 -0.0768794 -0.0766819 -0.0767502 internal_weight=32.4597 22.8754 18.3869 17.5597 10.998 10.0193 internal_count=1212 1196 920 890 700 613 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=7 num_cat=0 split_feature=15 10 2 10 7 3 split_gain=2.58147 3.6458 3.03996 5.19518 7.25716 2.60957 threshold=4.5000000000000009 50.000000000000007 8.5000000000000018 30.500000000000004 74.175813561605239 8.5000000000000018 decision_type=10 10 10 10 10 8 left_child=2 -2 -1 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0018052706786862217 -0.057395605895022753 0.081268748838333502 0.064203655846716987 -0.060748327013827312 0.10134866116645985 -0.027887723140950928 leaf_weight=82.68776698410511 12.360885124653576 2.2396640777587882 4.446513183414937 4.9417853876948348 14.095384823158382 9.9905732199549675 leaf_count=563 116 74 82 50 258 69 internal_value=0.00350629 -0.0361251 0.00848761 0.033913 0.0503082 0.000475724 internal_weight=130.763 14.6005 116.162 33.4743 28.5325 14.4371 internal_count=1212 190 1022 459 409 151 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=7 num_cat=0 split_feature=5 19 0 3 2 0 split_gain=2.95416 2.99383 3.16744 4.01753 6.3225 4.76173 threshold=59.000000000000007 0.048263919150000008 0.0019160000000000004 3.5000000000000004 6.5000000000000009 40.875559000000003 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=-0.079499058281362972 -0.080311895019714474 0.07284411114605413 -0.063229593750424404 0.079747398350367926 0.0013887809359463816 0.11582683703374189 leaf_weight=4.3541890503838649 4.0515814945101738 6.9069354236125937 13.914349768310784 11.644837211817501 88.970322620123625 1.6626705527305592 leaf_count=120 19 14 217 60 778 4 internal_value=0.00149481 0.00426839 0.00705219 0.00314125 0.0104577 -0.0441173 internal_weight=131.505 127.151 123.099 116.192 100.615 15.577 internal_count=1212 1092 1073 1059 838 221 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=7 num_cat=0 split_feature=21 19 19 21 5 4 split_gain=3.31371 3.11232 3.85822 3.68878 4.93421 3.25317 threshold=0.14357116100000003 0.76803983445000001 0.60557055170000018 0.62272809245000016 21926.500000000004 23681.000000000004 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.082642087545273135 0.064601141649715296 0.072982412555847628 -0.084648782225109576 0.0026411937287008575 -0.058513293214732157 0.070357835699439653 leaf_weight=4.4051848202943802 9.7327441871166211 6.5024120807647696 4.9335056841373435 90.392563213594258 12.602919296361504 7.6986290626227847 leaf_count=25 24 14 11 989 97 52 internal_value=0.00267564 0.00552588 0.00202692 0.00557775 0.00038814 0.00795589 internal_weight=136.268 131.863 125.36 120.427 110.694 98.0912 internal_count=1212 1187 1173 1162 1138 1041 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=7 num_cat=0 split_feature=19 2 8 0 10 7 split_gain=14.075 0.000118563 0.000211359 9.52808e-05 4.28411e-05 4.79638e-05 threshold=1.0000000180025095e-35 15.500000000000002 6.9528757088260056 0.0041515000000000015 41.000000000000007 69.556993772627209 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.076736221809811045 -0.077068533349408649 -0.07621664285954699 -0.0784399973932631 -0.076427524165177146 -0.07589669989715235 -0.076879281626704474 leaf_weight=8.352742612361908 5.6872488763183453 4.1021450676489613 0.76505135162733395 5.465922722127285 0.89058530493639487 4.1229346503969282 leaf_count=16 170 276 30 406 88 226 internal_value=-0.0330872 -0.076699 -0.0768159 -0.076739 -0.0765601 -0.0766218 internal_weight=29.3866 21.0339 16.9317 16.1667 10.4794 9.58886 internal_count=1212 1196 920 890 720 632 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=7 num_cat=0 split_feature=19 16 15 9 6 10 split_gain=2.21201 2.93951 4.77638 2.7969 4.61047 4.2851 threshold=1.0000000180025095e-35 2.0000000000000004 4.5000000000000009 6.1041741653575761 83.534692932856203 30.500000000000004 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=-0.075690475954021938 0.008772617477600872 0.10333590285653081 -0.072625963303942873 0.042893997933345543 -0.055344513067592783 -0.058108451582386304 leaf_weight=3.4450504779815674 61.748392667621374 2.9995021484792224 7.7901931013911954 33.618069022893906 13.703884731978176 4.800237499177455 leaf_count=16 495 82 94 402 73 50 internal_value=0.0033548 0.00553926 0.00312812 0.00831066 -0.00287254 0.0302741 internal_weight=128.105 124.66 121.661 113.871 75.4523 38.4183 internal_count=1212 1196 1114 1020 568 452 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=7 num_cat=0 split_feature=0 2 3 6 9 2 split_gain=2.84393 4.20075 4.49213 4.11364 2.99899 7.19478 threshold=64.315626000000009 90.000000000000014 69.500000000000014 126.71934576237059 7.9539476544304302 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=0.0037203600475484997 0.098051962443439167 -0.11721112610508821 0.081566321340129089 -0.096918696977006322 0.047153160896101443 -0.09173586108420359 leaf_weight=90.178201515227556 2.9791704267263404 3.0253667980432501 6.7184616923332205 4.4412759039551011 12.606840922497211 8.6537555023096484 leaf_count=802 9 25 39 43 101 193 internal_value=0.00148638 -0.000803677 0.00206891 -0.00254017 0.00122119 -0.00463782 internal_weight=128.603 125.624 122.599 115.88 111.439 98.832 internal_count=1212 1203 1178 1139 1096 995 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=7 num_cat=0 split_feature=13 20 3 4 4 8 split_gain=3.17683 2.98814 2.86519 3.58323 6.2006 3.04029 threshold=49191.500000000007 0.8618284543000001 82.000000000000014 23996.500000000004 4433.0000000000009 5.2927476730057128 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077667029453418482 0.00065667468633418837 -0.10311054588746515 -0.084629365409257806 0.076606102023571265 -0.082902452412700167 0.036869290545542624 leaf_weight=4.7548200972378254 75.476558189839125 2.4820432886481276 3.2760995756834737 7.6078921593725672 7.3855089838616541 33.463461332954466 leaf_count=125 420 10 59 42 268 288 internal_value=0.00261368 0.00555697 0.00767724 0.0101173 0.00576882 0.0117802 internal_weight=134.446 129.692 127.21 123.933 116.326 108.94 internal_count=1212 1087 1077 1018 976 708 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=7 num_cat=0 split_feature=19 2 8 10 5 6 split_gain=12.5522 9.48928e-05 0.000157944 5.34648e-05 3.03391e-05 5.113e-05 threshold=1.0000000180025095e-35 15.500000000000002 6.9528757088260056 41.000000000000007 63.000000000000007 84.811713194020484 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=0.076539076003678722 -0.076842800456848756 -0.076110925962098674 -0.078142967141942687 -0.07580425355578696 -0.076280955120787683 -0.076762533404097111 leaf_weight=7.4183945953845978 5.2230305792763856 3.6732672436628482 0.70087595493532795 0.78616057708859521 4.1149884087499213 4.7490148793440312 leaf_count=16 204 276 30 88 328 270 internal_value=-0.0339738 -0.0765681 -0.076676 -0.0766068 -0.0766516 -0.076539 internal_weight=26.6657 19.2473 15.5741 14.8732 14.087 8.864 internal_count=1212 1196 920 890 802 598 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=7 num_cat=0 split_feature=8 8 2 11 7 9 split_gain=2.00597 3.74051 2.34211 3.12487 2.88452 1.99502 threshold=7.2372281076538538 6.9301478636517562 11.500000000000002 11.500000000000002 74.604207371536532 7.9539476544304302 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=0.0031705984722696689 -0.039892847267128335 0.095902137283415706 -0.0174706419428351 -0.10104670673416233 0.068095290484939883 -0.082190437758431711 leaf_weight=88.004010852426291 9.9213864859193546 4.5428235363215199 6.1494136285036829 3.1340448185801497 10.964398753829299 2.8258873894810668 leaf_count=728 91 53 82 13 234 11 internal_value=0.00325902 0.00696187 0.00332442 -0.0028726 0.0373493 0.000514858 internal_weight=125.542 115.621 111.078 93.9639 17.1138 90.8299 internal_count=1212 1121 1068 752 316 739 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=7 num_cat=0 split_feature=5 10 15 8 6 6 split_gain=2.72643 2.64451 4.4442 2.65412 7.22815 5.9858 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 4.4954850976912946 84.878191631965962 85.152590018179666 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=-0.079174917709055589 0.033657976049796957 -0.077726198742687602 0.090156483685431804 -0.082470172115157017 0.195588789610635 0.0010945379924666336 leaf_weight=4.0665191970765582 21.627785705029964 3.8286243826150885 6.0560714229941359 10.709087814204393 1.6152451895177353 77.753201620653272 leaf_count=120 183 136 31 177 6 559 internal_value=0.00137071 0.00406452 0.00672367 0.00220039 -0.00535264 0.00505273 internal_weight=125.657 121.59 117.761 111.705 90.0775 79.3684 internal_count=1212 1092 956 925 742 565 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=7 num_cat=0 split_feature=13 20 5 0 3 4 split_gain=2.79684 2.67485 2.62371 2.64835 7.02326 7.56776 threshold=49191.500000000007 0.8618284543000001 21926.500000000004 0.16056050000000002 2.5000000000000004 163.00000000000003 decision_type=8 10 10 8 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077487807591534452 -0.031111497537402 -0.10032758693118032 -0.069886015645966318 0.019959676964261038 -0.077646670120612826 0.07524596040040267 leaf_weight=4.2347070341929793 15.142741795629265 2.3610924370586863 4.2746069598942986 82.325408748583868 11.405472978949545 11.985117539763449 leaf_count=125 164 10 71 556 227 59 internal_value=0.0024638 0.00511938 0.00710901 0.00983222 -0.0118048 0.0158773 internal_weight=131.729 127.494 125.133 120.859 38.5333 27.1279 internal_count=1212 1087 1077 1006 450 223 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=7 num_cat=0 split_feature=19 2 8 0 10 7 split_gain=11.385 7.49907e-05 0.000118416 6.03763e-05 2.5974e-05 3.25042e-05 threshold=1.0000000180025095e-35 15.500000000000002 6.9528757088260056 0.0075905000000000009 41.000000000000007 69.556993772627209 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.076393817673483425 -0.076748374266977767 -0.076014845443218723 -0.077872235083969857 -0.076195420408058573 -0.075740193074304504 -0.076609541599172618 leaf_weight=6.7307829558849335 5.1970544673968151 3.325473259901627 0.6392780505120762 4.526730278041212 0.71789762098342169 3.2604913499671966 leaf_count=16 190 276 30 395 87 218 internal_value=-0.0342785 -0.0764427 -0.0765419 -0.0764798 -0.0763158 -0.0763688 internal_weight=24.3977 17.6669 14.3415 13.7022 8.50512 7.78722 internal_count=1212 1196 920 890 700 613 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 3 split_gain=2.92229 2.38859 3.61243 4.42383 3.45605 6.25429 threshold=47.407128000000007 30.036528000000001 4.6811795000000016 395.00000000000006 467.50000000000006 3.5000000000000004 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=0.0019132491245047901 -0.086392017220720929 0.048994422253545805 0.08694332345742517 -0.053276215476584843 0.032848793213233869 -0.14459150255939593 leaf_weight=46.41332982853055 3.542042911052703 11.553169950842856 2.5635788440704372 18.394001238048077 37.861688791774213 3.1090925931930533 leaf_count=333 16 84 17 178 579 5 internal_value=0.00312648 0.00577111 0.00116193 -0.0361242 0.0101044 -0.00728454 internal_weight=123.437 119.895 108.342 20.9576 87.3841 49.5224 internal_count=1212 1196 1112 195 917 338 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=7 num_cat=0 split_feature=0 2 3 3 0 13 split_gain=2.50938 3.52686 3.7044 3.65574 4.094 3.47502 threshold=64.315626000000009 90.000000000000014 69.500000000000014 14.500000000000002 19.409948500000002 49193.500000000007 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=-0.0035765546041505916 0.095313283651611222 -0.11230255356247054 0.079166632651443414 0.024997236326938673 0.058376725223677796 -0.091459128543359525 leaf_weight=87.442977550206706 2.7778734788298598 2.7724555879831305 5.8802214339375487 3.7425129599869251 12.148285754024981 8.1252617323771101 leaf_count=951 9 25 39 35 63 90 internal_value=0.00134908 -0.000824073 0.00180991 -0.00227119 0.0039806 -0.0547345 internal_weight=122.89 120.112 117.339 111.459 99.5913 11.8678 internal_count=1212 1203 1178 1139 1014 125 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=7 num_cat=0 split_feature=21 20 21 21 21 5 split_gain=2.54563 2.34761 2.45572 2.44539 4.30115 2.38768 threshold=0.14357116100000003 0.8618284543000001 0.53514027195000013 0.80522880530000018 0.85846023185000009 4795.5000000000009 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=-0.08380569954525223 0.045064790047099484 -0.098218209043304167 -0.058800086268301716 0.15694863227207947 0.0095643829884237887 -0.029825392343144859 leaf_weight=3.3517521396279335 14.442673772573469 2.1864491626620284 6.3975207209587097 1.8278711438179016 81.948759578634053 18.946954770246521 leaf_count=25 31 9 17 3 873 254 internal_value=0.00220451 0.00449703 0.00631457 0.0011858 0.00492166 0.00216748 internal_weight=129.102 125.75 123.564 109.121 102.724 100.896 internal_count=1212 1187 1178 1147 1130 1127 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=7 num_cat=0 split_feature=19 2 8 0 10 7 split_gain=10.4229 5.78063e-05 9.13935e-05 4.91581e-05 2.01246e-05 2.64444e-05 threshold=1.0000000180025095e-35 15.500000000000002 6.9528757088260056 0.0041515000000000015 41.000000000000007 69.556993772627209 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.076276428033917154 -0.076629074983920714 -0.075936854861714864 -0.077637335573492394 -0.076100582292684918 -0.07568917653121468 -0.076480964372958982 leaf_weight=6.1770091354846954 4.5096558807417795 3.0286750874947748 0.59035388962365765 4.247956653358413 0.66263885970693071 3.2077668763231486 leaf_count=16 170 276 30 406 88 226 internal_value=-0.0342932 -0.0763309 -0.0764212 -0.0763644 -0.0762173 -0.0762642 internal_weight=22.4241 16.247 13.2184 12.628 8.11836 7.45572 internal_count=1212 1196 920 890 720 632 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=7 num_cat=0 split_feature=0 0 0 6 7 2 split_gain=2.65905 4.45309 3.15666 3.98549 5.06695 3.20911 threshold=40.875559000000003 30.036528000000001 4.6811795000000016 124.71551633730218 74.793645226185205 3.5000000000000004 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=-0.007417568568373333 -0.058158545672462918 0.078814042223887742 -0.06482275191741671 -0.032537858346774438 0.15599189442678463 0.031368072617445827 leaf_weight=48.888821564614773 6.7114192433655253 7.9479336291551581 13.729612600058319 4.2451191041618577 2.1463278401643038 37.846968548372388 leaf_count=329 33 67 123 48 24 588 internal_value=0.00302284 0.00659947 0.0012282 -0.0344569 0.0307728 0.00950646 internal_weight=121.516 114.805 106.857 20.1211 6.39145 86.7358 internal_count=1212 1179 1112 195 72 917 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=7 num_cat=0 split_feature=5 4 3 2 4 4 split_gain=2.4823 2.44137 3.57087 4.72981 4.06405 6.34027 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5872.0000000000009 7408.0000000000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.078841199799524919 0.058558137339788367 -0.046560309581899169 0.067955740606210277 -0.036699142185652178 0.1009338587798469 0.00067821427694513307 leaf_weight=3.7469668984413138 7.624150186777114 14.299746779724954 11.238883590325711 23.225281835766509 7.1502484316006294 53.550001973286271 leaf_count=120 33 203 61 392 66 337 internal_value=0.00127992 0.00384389 3.30578e-05 0.00703434 -0.00112394 0.0124879 internal_weight=120.835 117.088 109.464 95.1644 83.9255 60.7003 internal_count=1212 1092 1059 856 795 403 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=7 num_cat=0 split_feature=20 20 19 19 21 19 split_gain=2.35769 2.15632 2.14629 2.60156 4.19716 4.1545 threshold=0.090231592850000014 0.8618284543000001 0.76803983445000001 0.60557055170000018 0.62272809245000016 0.32262458390000009 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=-0.09754317603141946 0.070735330708178321 -0.095913156801751442 0.060444283118634756 -0.073506753007514317 0.0031297788831868029 -0.11369191739720247 leaf_weight=2.3387271091341972 9.0121215283870679 2.1320382729172698 6.7264022827148429 4.3523539230227462 99.843855722574517 3.1399233490228644 leaf_count=19 21 10 13 13 1123 13 internal_value=0.00193663 0.00379481 0.00552206 0.00234686 0.00529466 -0.000432056 internal_weight=127.545 125.207 123.075 116.348 111.996 102.984 internal_count=1212 1193 1183 1170 1157 1136 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=7 num_cat=0 split_feature=19 0 10 5 8 5 split_gain=9.55822 4.6024e-05 3.0209e-05 2.91403e-05 8.07954e-05 1.38005e-05 threshold=1.0000000180025095e-35 0.0041515000000000015 41.000000000000007 11939.000000000002 6.9528757088260056 63.000000000000007 decision_type=8 10 10 10 10 8 left_child=-1 5 3 4 -3 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.076179563633334987 -0.076813309238377828 -0.076129357159616551 -0.075568611547935718 -0.075751328229982456 -0.07711864304096977 -0.076399184765936365 leaf_weight=5.6772338449954987 1.0887654600664998 7.4944587296340561 0.92163762799464244 1.4385119746439166 0.9277441082522272 3.084246292244643 leaf_count=16 67 755 119 96 56 103 internal_value=-0.0342898 -0.0762252 -0.0761161 -0.0761673 -0.0762383 -0.0765072 internal_weight=20.6326 14.9554 10.7824 9.86071 8.4222 4.17301 internal_count=1212 1196 1026 907 811 170 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 5 split_gain=2.39864 2.06051 6.48312 8.6444 3.33873 2.64581 threshold=47.407128000000007 0.0041515000000000015 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 3410.5000000000005 decision_type=10 8 10 10 8 8 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.099853478356934255 -0.084524619721963526 0.091327754141157791 -0.10088049336951595 -0.10359699868390444 0.0048924898165673414 -0.065322102278055405 leaf_weight=5.8673579543828982 3.0541004091501227 7.6148048751056168 6.9345542415976515 3.242573194205761 91.478313441388309 1.2560474257916219 leaf_count=58 16 131 22 13 963 9 internal_value=0.00295694 0.0052524 -0.0280225 0.0274377 0.0105726 0.0691473 internal_weight=119.448 116.394 16.0445 9.10993 100.349 8.87085 internal_count=1212 1196 93 71 1103 140 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=7 num_cat=0 split_feature=5 10 15 5 4 3 split_gain=2.3071 2.27158 3.74445 2.80962 2.34628 5.14777 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 63.000000000000007 126.00000000000001 3.5000000000000004 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=-0.078574170001401447 0.15245435834410073 -0.077459772032134319 0.088169288304870169 0.054023185833196402 -0.063397224541083042 0.0050723653192833486 leaf_weight=3.5029795281589022 1.2292391657829274 3.3398214280605307 5.3125404715538016 7.5698906183242789 12.608325811102985 85.051750871818513 leaf_count=120 2 136 31 33 201 689 internal_value=0.00137328 0.00380617 0.00623446 0.00214573 0.000389911 -0.00376735 internal_weight=118.615 115.112 111.772 106.459 105.23 97.6601 internal_count=1212 1092 956 925 923 890 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=7 num_cat=0 split_feature=9 10 8 4 4 0 split_gain=2.18604 3.28292 2.99774 2.07978 3.37365 2.199 threshold=7.8397116616035101 35.000000000000007 6.6309332046157996 24937.000000000004 4589.5000000000009 45.141901000000011 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=0.00098831591638548965 -0.063304741756871577 0.060792818485866609 0.078442522906574899 0.086459741708994647 -0.085670806213334533 0.082389518311666299 leaf_weight=96.820073062554002 10.228759155841542 2.6929678665474048 5.4341133534908286 2.8593168407678595 4.4015576280653468 3.4364549517631522 leaf_count=701 315 36 21 11 121 7 internal_value=0.00152056 -0.037442 0.0059779 0.00231542 1.65462e-05 0.00377847 internal_weight=125.873 12.9217 112.952 107.517 104.658 100.257 internal_count=1212 351 861 840 829 708 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=7 num_cat=0 split_feature=20 0 10 13 7 5 split_gain=8.75548 3.67299e-05 2.41285e-05 2.64485e-05 1.64232e-05 1.38849e-05 threshold=1.0000000180025095e-35 0.0041515000000000015 32.000000000000007 27019.000000000004 76.57497035439026 13540.000000000002 decision_type=8 10 8 8 10 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.07609815886716817 -0.076394658976322083 -0.076235844681972309 -0.075632210497664235 -0.076090153806427044 -0.077194443061820744 -0.07569475549597858 leaf_weight=5.2136898636817932 3.8522910769097534 0.39318882953375578 1.3175154834752909 6.8091563597554305 0.32766454666852951 1.0213385556126011 leaf_count=16 170 33 154 749 12 78 internal_value=-0.0342162 -0.0761328 -0.0760306 -0.0760919 -0.0766716 -0.0760386 internal_weight=18.9348 13.7212 9.86886 8.55135 0.720853 7.83049 internal_count=1212 1196 1026 872 45 827 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=7 num_cat=0 split_feature=0 4 5 0 4 0 split_gain=2.11951 2.00649 2.62145 2.00901 5.79724 7.65431 threshold=47.407128000000007 57921.000000000007 11641.500000000002 0.0041515000000000015 156.00000000000003 3.9500000000000005e-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=0.095783101990897124 -0.083426533691989685 0.087951710889349277 -0.057960554915161056 0.012377047805462582 -0.098541067245945566 -0.1016028332622136 leaf_weight=5.6069923862814885 2.7804788276553145 2.8393037766218177 6.6705816928297272 89.665585216134787 6.4778879806399337 3.024244487285614 leaf_count=58 16 30 87 987 21 13 internal_value=0.00283915 0.00493795 0.002823 0.00669284 -0.0270403 0.0266223 internal_weight=117.065 114.285 111.445 104.775 15.1091 8.63124 internal_count=1212 1196 1166 1079 92 71 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=7 num_cat=0 split_feature=7 2 14 4 4 8 split_gain=2.22741 6.22145 4.64577 2.46375 5.43447 4.80307 threshold=79.447232184458983 3.5000000000000004 2.5000000000000004 5872.0000000000009 7408.0000000000009 4.4954850976912946 decision_type=10 8 10 8 8 10 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=0.014169150586851299 0.22726445471413778 -0.0844630841835049 0.082787338964868618 0.095462697939167451 0.00011086164385434657 -0.048884636788603733 leaf_weight=22.691472263075411 1.6137877255678148 2.9834956610575327 3.7462515430524945 6.7492301370948544 52.255418934393674 25.83557469281368 leaf_count=296 4 63 62 66 337 384 internal_value=0.00115256 0.0509261 0.00864029 -0.00270944 0.0110177 -0.0194004 internal_weight=115.875 8.34353 6.72975 107.532 59.0046 48.527 internal_count=1212 129 125 1083 403 680 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 21 split_gain=2.01545 2.10804 2.91308 2.78825 3.78218 2.8853 threshold=0.14357116100000003 0.76803983445000001 0.60557055170000018 0.62272809245000016 0.32262458390000009 0.80522880530000018 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=-0.084887570015889993 0.054738238102589779 0.058336744251421983 -0.077084953797115607 -0.11102338044193756 -0.10975240836918501 0.0046611936608639756 leaf_weight=2.6443791203200817 9.6785710453987104 6.5949742943048468 4.6784894838929167 2.2062880843877792 3.1251415312290183 94.503542263526469 leaf_count=25 24 14 11 6 14 1118 internal_value=0.00147417 0.00336488 0.000190072 0.00349131 -0.00147686 0.00202203 internal_weight=123.431 120.787 114.192 109.514 99.835 96.7098 internal_count=1212 1187 1173 1162 1138 1124 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=7 num_cat=0 split_feature=20 2 8 0 5 9 split_gain=7.88249 2.95648e-05 4.88554e-05 2.66361e-05 1.05754e-05 1.48825e-05 threshold=1.0000000180025095e-35 15.500000000000002 6.9528757088260056 0.0041515000000000015 4118.5000000000009 7.9163220838855954 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=0.075997886919340063 -0.076291039826859544 -0.075724157223197336 -0.07711743233131968 -0.075892982317910793 -0.076614720836867489 -0.075838857021327311 leaf_weight=4.6667837351560593 3.552466033026576 2.3181208061287171 0.46817138767801303 5.327744139241986 0.52389437542296935 0.46816736890468746 leaf_count=16 170 276 30 658 25 37 internal_value=-0.0350919 -0.0760469 -0.0761193 -0.076072 -0.0759488 -0.0762486 internal_weight=17.3253 12.6586 10.3404 9.87227 6.31981 0.992062 internal_count=1212 1196 920 890 720 62 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 6 split_gain=2.0078 3.50395 2.8391 3.65575 2.93719 5.91685 threshold=40.875559000000003 30.036528000000001 4.6811795000000016 395.00000000000006 467.50000000000006 123.79082305886975 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=-0.0070158771539832509 -0.053211294217619456 0.071019521197500837 0.076080800039883087 -0.050890214426046625 0.050412357193350271 -0.057553752751024138 leaf_weight=47.906802400946617 6.0693582184612742 7.6782874017953864 2.6252048760652569 16.646896215155721 28.512956189922988 6.175264914520084 leaf_count=338 33 67 17 178 528 51 internal_value=0.00277474 0.00587664 0.000966465 -0.0335945 0.00903066 0.031192 internal_weight=115.615 109.545 101.867 19.2721 82.595 34.6882 internal_count=1212 1179 1112 195 917 579 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=7 num_cat=0 split_feature=5 10 15 6 5 14 split_gain=2.08384 1.95594 3.29168 2.40465 4.58693 2.24195 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 125.41388227829954 26212.000000000004 3.5000000000000004 decision_type=8 10 10 10 8 10 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.078325865221635801 0.0090115846154470523 -0.077161659609749023 0.086731521898961245 -0.095320067376808149 0.05493917029183553 -0.088703231321500681 leaf_weight=3.2221867861226192 91.400252682622522 2.9443092141300431 4.762221433222293 6.2946118107065532 2.9998001176863918 2.4099503830075255 leaf_count=120 762 136 31 70 32 61 internal_value=0.000948502 0.00325366 0.00544865 0.00169434 -0.0468234 0.00650133 internal_weight=114.033 110.811 107.867 103.105 9.29441 93.8102 internal_count=1212 1092 956 925 102 823 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=7 num_cat=0 split_feature=13 4 4 8 8 8 split_gain=1.94509 2.08856 5.22721 2.49562 4.56695 6.19592 threshold=49191.500000000007 24937.000000000004 4433.0000000000009 5.2927476730057128 4.9190838115666322 4.4954850976912946 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077406061463020343 -0.0058452744548268022 0.05834504950273374 -0.080602580700906062 0.030592116804165209 -0.096040392156381327 0.1034710909518539 leaf_weight=3.0485953488387167 64.670081321150064 6.5577470604330292 7.4587384816259137 29.68265241663903 4.9948069527745238 5.6367566920816889 leaf_count=125 383 66 303 288 33 14 internal_value=0.00146676 0.00348735 0.000288016 0.00603499 -0.00364502 0.00291902 internal_weight=122.049 119.001 112.443 104.984 75.3016 70.3068 internal_count=1212 1087 1021 718 430 397 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=7 num_cat=0 split_feature=19 15 4 8 3 9 split_gain=7.20304 2.4763e-05 1.91115e-05 1.99953e-05 2.70846e-05 2.13285e-05 threshold=1.0000000180025095e-35 6.5000000000000009 109.00000000000001 6.7963979550449611 22.500000000000004 7.8947303640116155 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=0.075918824727471579 -0.076850420443709808 -0.075546468743219089 -0.07589433646055857 -0.075978158384607475 -0.076006876785551125 -0.076927774993197126 leaf_weight=4.2743843346834183 0.26967447251081189 1.2385020563378919 6.5631625949172294 0.35482671763748042 2.4481284884968773 0.70935737155377865 leaf_count=16 19 141 806 27 136 67 internal_value=-0.0350291 -0.075969 -0.0760196 -0.0759974 -0.07619 -0.0766111 internal_weight=15.858 11.5837 10.3451 10.0755 3.51231 1.06418 internal_count=1212 1196 1055 1036 230 94 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=7 num_cat=0 split_feature=0 4 5 2 10 11 split_gain=1.76894 1.79722 2.02171 1.81144 3.96197 4.26246 threshold=47.407128000000007 72367.500000000015 63755.500000000007 9.5000000000000018 30.500000000000004 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0021386261339351696 -0.082100895685745953 0.10402778231668841 -0.077816596324505771 0.054169348149192623 -0.076989178959979254 0.10044461120155453 leaf_weight=80.659371254965663 2.4110248722136012 1.7844374254345883 3.0206040013581505 17.739305642433468 5.5053080394864073 1.7954550329595802 leaf_count=662 16 18 41 349 92 34 internal_value=0.00263517 0.00448397 0.00285015 0.00515538 0.0286509 -0.0333534 internal_weight=112.916 110.504 108.72 105.699 25.0401 7.30076 internal_count=1212 1196 1178 1137 475 126 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=7 num_cat=0 split_feature=7 2 14 0 0 4 split_gain=1.95922 4.63493 3.86135 2.14602 3.93724 3.61559 threshold=79.447232184458983 3.5000000000000004 2.5000000000000004 2.7156310000000006 0.082789500000000002 2086.0000000000005 decision_type=10 10 10 8 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.031473800139792778 0.19213750056267465 -0.083481509390982991 0.078286667085357392 0.0072574914202900133 -0.081848772617921228 0.047208529254298526 leaf_weight=16.518260246142749 1.7564671337604512 2.6258557578548789 3.3682873658835888 69.392019396647811 8.6089650995563698 9.0343234045431 leaf_count=244 4 63 62 370 346 123 internal_value=0.000786568 0.0492819 0.00742084 -0.00284313 -0.0233604 -0.00365502 internal_weight=111.304 7.75061 5.99414 103.554 34.1615 25.5526 internal_count=1212 129 125 1083 713 367 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=7 num_cat=0 split_feature=5 10 9 2 4 8 split_gain=1.98343 3.03566 2.59813 2.47949 2.34728 3.70814 threshold=4795.5000000000009 35.000000000000007 6.0303165925932634 17.500000000000004 2341.0000000000005 5.2927476730057128 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=-0.0038162729269222151 0.056009380051679193 0.052188219504399974 -0.082774001860953877 0.10619141721666994 -0.056188276680527754 0.041192601838056543 leaf_weight=73.214052576571703 1.5983718745410431 3.0745470616966477 8.6433201041072589 2.4132862463593474 6.1646098059136412 24.406549938954413 leaf_count=424 7 47 200 69 214 251 internal_value=0.0014257 -0.0349546 -0.0611147 0.00598743 0.00365742 0.00743659 internal_weight=119.515 13.3162 10.2417 106.198 103.785 97.6206 internal_count=1212 254 207 958 889 675 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=7 num_cat=0 split_feature=19 13 4 8 3 9 split_gain=6.47829 2.03844e-05 1.51885e-05 1.67242e-05 2.05328e-05 1.71111e-05 threshold=1.0000000180025095e-35 27019.000000000004 109.00000000000001 6.7963979550449611 22.500000000000004 7.8947303640116155 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=0.075828460111074428 -0.076722565833702766 -0.075598396263622761 -0.075828528170674828 -0.075838688026345469 -0.075957326355282961 -0.076815950259780913 leaf_weight=3.8279198557138443 0.2516747107729288 1.9381537057925005 5.3968925983645013 0.25243033503648016 2.1720205848105252 0.61731570702977479 leaf_count=16 19 268 701 25 124 59 internal_value=-0.0357176 -0.0758916 -0.075957 -0.0759342 -0.0761217 -0.0765323 internal_weight=14.4564 10.6285 8.69033 8.43866 3.04177 0.869746 internal_count=1212 1196 928 909 208 84 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=7 num_cat=0 split_feature=0 0 0 7 3 3 split_gain=1.65244 2.83582 2.3192 3.66173 4.70428 2.69138 threshold=40.875559000000003 30.036528000000001 4.6811795000000016 73.338663815671964 6.5000000000000009 15.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=0.0081860527034411813 -0.050085885112416642 0.065263863982703479 -0.069538304605146914 0.18908213305071664 -0.084189280684067072 0.048342371633443397 leaf_weight=79.783104094676673 5.6636938937008372 7.3512752056121817 10.537022969685497 1.3742143064737309 2.9611305855214596 3.1754517331719398 leaf_count=917 33 67 78 13 46 58 internal_value=0.00253087 0.0053641 0.000863068 -0.0315093 0.0218423 -0.0156091 internal_weight=110.846 105.182 97.8309 18.0478 7.5108 6.13658 internal_count=1212 1179 1112 195 117 104 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=7 num_cat=0 split_feature=5 20 0 5 5 3 split_gain=1.88338 1.77583 2.07009 3.60103 3.89983 3.85989 threshold=59.000000000000007 0.15581312665000005 0.0041515000000000015 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=-0.07802494460467238 -0.063602942065392215 0.050248156586189099 -0.085160409466207732 0.13613808734229205 -0.083918892286006519 0.0071902643600008287 leaf_weight=2.9624406546354285 3.8780281208455563 9.326657369732855 4.6276274528354397 2.2220283001661292 4.9334256127476683 80.933829945279285 leaf_count=120 25 23 101 11 105 827 internal_value=0.000617071 0.00281655 0.00534073 0.000823367 0.00534039 0.00195567 internal_weight=108.884 105.922 102.044 92.7169 88.0893 85.8673 internal_count=1212 1092 1067 1044 943 932 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=7 num_cat=0 split_feature=20 5 10 0 8 3 split_gain=1.84043 1.88991 2.69307 2.30392 5.26769 7.6189 threshold=0.8618284543000001 4795.5000000000009 41.000000000000007 0.16056050000000002 4.4954850976912946 1.5000000000000002 decision_type=10 10 10 8 10 10 left_child=1 3 -3 -1 5 -5 right_child=-2 2 -4 4 -6 -7 leaf_value=-0.012837655184640773 -0.093960073524221754 -0.055609443704285361 0.064751480487313426 0.01853247192726885 0.053359570736954055 -0.086812976326979818 leaf_weight=36.15429298626259 1.9883598461747158 10.206403417978434 2.2729859780520192 32.062536269426346 26.315184446983039 8.7358632907271367 leaf_count=459 10 224 30 104 321 64 internal_value=0.00143221 0.00307091 -0.033687 0.00751291 0.0184758 -0.00402438 internal_weight=117.736 115.747 12.4794 103.268 67.1136 40.7984 internal_count=1212 1202 254 948 489 168 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=7 num_cat=0 split_feature=19 0 15 8 3 7 split_gain=5.86716 1.6114e-05 1.05486e-05 1.12027e-05 2.4324e-05 1.53864e-05 threshold=1.0000000180025095e-35 0.00019500000000000002 6.5000000000000009 6.7963979550449611 22.500000000000004 74.324907434253646 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=0.0757477341917593 -0.076051184655873461 -0.075730194491318015 -0.075451027814864347 -0.076891863881031336 -0.075457144571863921 -0.076034451314175411 leaf_weight=3.4582794010639191 2.354708800557999 5.0560385809512809 1.0128139092121271 0.33637498458847381 0.45125666831154376 0.5539937939029187 leaf_count=16 149 758 141 17 54 77 internal_value=-0.0361835 -0.0758233 -0.0757509 -0.0757984 -0.0760552 -0.0763584 internal_weight=13.2235 9.76519 7.41048 6.39766 1.34163 0.890369 internal_count=1212 1196 1047 906 148 94 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=7 num_cat=0 split_feature=0 2 5 2 11 10 split_gain=1.48955 1.67683 2.02036 2.52929 2.96445 2.88715 threshold=47.407128000000007 103.50000000000001 11641.500000000002 8.5000000000000018 10.500000000000002 30.500000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.00088266544259950016 -0.080998005758923033 0.098228421505273777 -0.056178818695442251 0.055995306430873186 -0.098543664454692204 -0.024867361206014932 leaf_weight=73.431855190545321 2.1074421573430291 1.8518244177103032 5.6048886803910127 16.816356433555487 3.1264365650713435 5.9875767044723025 leaf_count=606 16 19 89 354 16 112 internal_value=0.00225652 0.00389905 0.0022349 0.00552994 -0.00317764 0.0347634 internal_weight=108.926 106.819 104.967 99.3622 76.5583 22.8039 internal_count=1212 1196 1177 1088 622 466 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=7 num_cat=0 split_feature=7 7 14 0 4 4 split_gain=1.84544 3.95839 2.21016 1.69352 2.73232 1.99996 threshold=79.447232184458983 79.627473653027394 2.5000000000000004 60.179807500000003 66049.000000000015 5872.0000000000009 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=-0.018171435767259377 0.22350037393641636 -0.042770159767870859 0.075647776901613617 0.087507944011556482 -0.11314426865628502 0.010928536612886661 leaf_weight=43.359116142615676 1.1026579914614547 3.0641060350462794 3.2455920279026031 2.0239647664129725 2.2778939045965663 51.872667871881276 leaf_count=678 4 65 60 10 20 375 internal_value=0.000554404 0.0486909 0.0181418 -0.00303036 -0.00490962 -0.00232071 internal_weight=106.946 7.41236 6.3097 99.5336 97.5097 95.2318 internal_count=1212 129 125 1083 1073 1053 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=7 num_cat=0 split_feature=9 10 9 9 7 9 split_gain=1.67305 2.12232 2.16771 1.87086 2.5254 2.35707 threshold=7.8397116616035101 35.000000000000007 7.9966239479282715 7.5590381203764272 77.463836091220358 6.3944237114723839 decision_type=10 10 8 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0068189343152561506 -0.080894717390320212 0.055217372594871063 0.064443627906216661 0.091569547419217245 -0.032003605077562947 -0.043830154721570279 leaf_weight=87.637389954179525 7.0144972098059926 2.0007990589365354 1.2020830111578114 5.2672536484897128 2.4107059389352798 10.26429578848183 leaf_count=594 281 36 34 35 107 125 internal_value=0.00149733 -0.0371416 -0.0596318 0.00523658 0.0527704 0.00150874 internal_weight=115.797 10.2174 8.21658 105.58 7.67796 97.9017 internal_count=1212 351 315 861 142 719 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=7 num_cat=0 split_feature=19 13 4 6 9 9 split_gain=5.39878 1.34095e-05 9.92917e-06 1.07787e-05 1.39265e-05 2.72783e-05 threshold=1.0000000180025095e-35 27019.000000000004 109.00000000000001 117.0476005154279 7.9288974112417803 7.8947303640116155 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=0.075689041052892675 -0.076485481782546882 -0.075502264802678271 -0.075689568239815735 -0.075855859677450732 -0.075817936093033445 -0.077082163229549167 leaf_weight=3.1864256262779236 0.21775243990123083 1.616362083062995 3.9578813197440468 0.49765837623272124 2.4308167790295556 0.28543184930458665 leaf_count=16 19 268 621 57 211 20 internal_value=-0.0361816 -0.0757632 -0.0758202 -0.0758 -0.0759361 -0.0763028 internal_weight=12.1923 9.0059 7.38954 7.17179 3.21391 0.78309 internal_count=1212 1196 928 909 288 77 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=7 num_cat=0 split_feature=0 4 0 0 4 4 split_gain=1.44323 5.03738 6.94153 3.25347 1.81738 3.87563 threshold=0.0041515000000000015 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 219.50000000000003 164.50000000000003 decision_type=8 10 10 8 8 8 left_child=1 2 -1 -2 5 -5 right_child=3 -3 -4 4 -6 -7 leaf_value=0.093207582185285853 0.070253077986502516 -0.097117708717873272 -0.10086472352671556 -0.0037949479734230352 -0.0059221656834124161 0.09900811864876076 leaf_weight=5.167333856225012 7.3937089983373872 6.0003217644989482 2.8647835999727249 10.795223936438562 69.613849338144064 5.5538043007254592 leaf_count=58 140 22 13 100 822 57 internal_value=0.00210461 -0.0277969 0.0239886 0.00659911 0.0011242 0.0311275 internal_weight=107.389 14.0324 8.03212 93.3566 85.9629 16.349 internal_count=1212 93 71 1119 979 157 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=7 num_cat=0 split_feature=5 4 3 2 6 7 split_gain=1.69539 1.69163 2.12591 3.63261 2.99076 7.98726 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.878191631965962 73.338663815671964 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=-0.077749521627953067 0.050203084952577942 -0.04033625608734126 0.060586454629631331 -0.061986999994280124 0.095924704212444784 -0.0093102827155987465 leaf_weight=2.6953259818255892 6.9575088620185843 11.942835209891198 10.232198320329188 7.6977467825636259 8.2471203673630935 57.482917906949297 leaf_count=120 33 203 61 144 45 606 internal_value=0.000538609 0.00259605 -0.000868557 0.00476563 -0.00301303 0.00389351 internal_weight=105.256 102.56 95.6028 83.66 73.4278 65.73 internal_count=1212 1092 1059 856 795 651 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 21 split_gain=1.57993 1.85973 2.51194 2.53111 3.35055 2.5207 threshold=0.14357116100000003 0.76803983445000001 0.60557055170000018 0.62272809245000016 0.32262458390000009 0.80522880530000018 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=-0.086042409947335322 0.051717867311923162 0.054448368752956736 -0.07301959680382418 -0.10735293378588349 -0.10618649022808846 0.0040079781528421926 leaf_weight=2.0304176695644855 9.6527792662382108 6.6036580651998511 4.5401293709874144 2.0814662575721741 2.9926745519042006 86.604428491205908 leaf_count=25 24 14 11 6 14 1118 internal_value=0.00138364 0.00296187 -0.000249564 0.00301088 -0.00211745 0.00139433 internal_weight=114.506 112.475 105.871 101.331 91.6786 88.6859 internal_count=1212 1187 1173 1162 1138 1124 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=7 num_cat=0 split_feature=19 0 15 13 8 5 split_gain=4.93933 1.14805e-05 6.49949e-06 7.20057e-06 4.84396e-06 3.42098e-06 threshold=1.0000000180025095e-35 0.00019500000000000002 6.5000000000000009 27019.000000000004 6.9498580507117884 27335.500000000004 decision_type=8 10 10 8 10 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075645377104183828 -0.075911038229929631 -0.075746409730453573 -0.075382466606223664 -0.075669726748330016 -0.07642972698919541 -0.075373647621388137 leaf_weight=2.9144189432263374 2.0211695111356658 0.21394467796199024 0.86500912124756713 4.561028539261315 0.20140312425792217 0.42675636149942864 leaf_count=16 149 24 141 810 18 54 internal_value=-0.0363334 -0.0757038 -0.075637 -0.0756777 -0.0760778 -0.0756444 internal_weight=11.2037 8.28931 6.26814 5.40313 0.415348 4.98778 internal_count=1212 1196 1047 906 42 864 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=7 num_cat=0 split_feature=0 0 9 0 4 0 split_gain=1.34271 2.37106 1.68529 1.49503 4.51472 6.19072 threshold=40.875559000000003 33.972328000000012 7.9933079390713813 0.0041515000000000015 156.00000000000003 3.9500000000000005e-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=0.090335715308880821 -0.047051544793244394 0.099222084108260333 -0.0821088791177053 0.0093184328375630916 -0.094299430460247344 -0.098574927232225162 leaf_weight=4.9097067192196828 5.2658742368221274 2.58825909346342 2.3120854999870053 82.261687004938722 5.6780280098319054 2.682508610188961 leaf_count=58 33 33 40 1013 22 13 internal_value=0.00217044 0.00475125 0.00225222 0.00429395 -0.0268526 0.0235891 internal_weight=105.698 100.432 97.844 95.5319 13.2702 7.59222 internal_count=1212 1179 1146 1106 93 71 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=7 num_cat=0 split_feature=5 8 6 6 6 4 split_gain=1.54355 1.60986 4.79086 3.81526 3.68291 2.79405 threshold=59.000000000000007 5.1998592407613584 84.878191631965962 85.152590018179666 114.30098072864854 274.00000000000006 decision_type=8 8 8 8 10 10 left_child=-1 4 -3 -4 5 -2 right_child=1 2 3 -5 -6 -7 leaf_value=-0.077566297159199868 0.0048295851007131357 -0.081521997867352314 0.15745830231049068 -0.00044733096920256165 -0.090253983247697164 0.073887768055418912 leaf_weight=2.4784621321596196 12.998387092724448 7.4039956303313366 1.5666620507836331 65.624835480935872 2.5624350365251294 10.666379597969351 leaf_count=120 141 156 6 689 28 72 internal_value=0.000398022 0.00231457 -0.00517807 0.00323446 0.0236252 0.0359561 internal_weight=103.301 100.823 74.5955 67.1915 26.2272 23.6648 internal_count=1212 1092 851 695 241 213 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=7 num_cat=0 split_feature=20 5 4 3 4 8 split_gain=1.68263 1.55551 2.26604 2.10903 2.58826 2.62604 threshold=0.8618284543000001 4795.5000000000009 23996.500000000004 11.500000000000002 2341.0000000000005 5.2927476730057128 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=-0.0021208991371351282 -0.092736369031917523 -0.066394847099170415 0.026349765992381181 0.076811080663769696 -0.067536759743564351 0.03743780212129829 leaf_weight=68.568554397672415 1.8748629763722409 7.1686157090589377 4.1651347531005749 4.1229873017873606 4.8338073256891212 22.218586550094187 leaf_count=409 10 190 64 48 241 250 internal_value=0.00120885 0.00279454 -0.0323114 0.00678357 0.00376412 0.00756041 internal_weight=112.953 111.078 11.3338 99.7439 95.6209 90.7871 internal_count=1212 1202 254 948 900 659 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=7 num_cat=0 split_feature=19 4 13 6 3 4 split_gain=4.51811 1.0778e-05 6.8857e-06 7.27854e-06 7.88562e-06 1.37216e-05 threshold=1.0000000180025095e-35 109.00000000000001 27019.000000000004 117.0476005154279 15.500000000000002 1771.0000000000002 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=0.075606918479209445 -0.076399907635655406 -0.075581054852494445 -0.075433353324244334 -0.075746388401902134 -0.075447649208954942 -0.076334119929238442 leaf_weight=2.6635895445942879 0.18881283840164531 3.3177154725999571 1.3812857909942975 1.7175797370728112 0.51324362505692978 0.5167471813620067 leaf_count=16 19 621 268 152 94 42 internal_value=-0.0365337 -0.0756538 -0.0756349 -0.0756807 -0.0758011 -0.0758823 internal_weight=10.299 7.63538 7.44657 6.06529 2.74757 2.23433 internal_count=1212 1196 1177 909 288 194 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=7 num_cat=0 split_feature=0 4 0 0 10 4 split_gain=1.16921 4.01541 5.577 2.81329 1.78728 1.48028 threshold=0.0041515000000000015 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 30.500000000000004 219.50000000000003 decision_type=8 10 10 8 10 8 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.087642733575440293 0.087178026696955638 -0.091903527521737555 -0.096195075856991163 0.028365644648241362 -0.057658406485216467 -0.005399050593843293 leaf_weight=4.6449934765696508 6.0511372182518235 5.3708013035356998 2.5594476461410522 16.021531768143177 0.99161148257553566 68.493053047917783 leaf_count=58 129 22 13 157 11 822 internal_value=0.00213491 -0.0264569 0.0223326 0.00606194 0.0667852 0.00100176 internal_weight=104.133 12.5752 7.20444 91.5573 7.04275 84.5146 internal_count=1212 93 71 1119 140 979 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=7 num_cat=0 split_feature=0 0 5 5 3 2 split_gain=1.52186 2.78028 2.36606 3.34126 3.66439 3.30675 threshold=0.00019500000000000002 0.0019160000000000004 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=-0.075131864647837568 0.075759275891779582 -0.061610095751943983 0.12304602660105896 -0.085300941141627437 0.05941936866157134 -0.0029922283285828497 leaf_weight=2.6129231639206401 4.8827330321073523 6.1476102992892256 2.2429668158292762 4.8194069769233456 9.6407075021415931 71.079156879801303 leaf_count=68 15 159 11 106 60 793 internal_value=0.00019612 0.00218803 -0.0016364 0.00256371 -0.000595519 0.00446185 internal_weight=101.426 98.8126 93.9298 87.7822 85.5393 80.7199 internal_count=1212 1144 1129 970 959 853 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=7 num_cat=0 split_feature=13 4 4 0 8 0 split_gain=1.45658 1.50396 3.82417 1.84775 1.34031 3.87786 threshold=49191.500000000007 23996.500000000004 4433.0000000000009 20.176897000000004 4.4954850976912946 0.16056050000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -3 -2 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.077275735576834606 -0.004158251036739489 0.093692045637104787 -0.08098649380086681 -0.028920886759783632 -0.02617395635376555 0.043663450765811573 leaf_weight=2.3155135719571263 62.108990263193846 3.7462478727102271 5.5003044003387904 1.8291478520259259 11.980335093569009 23.63951975107193 leaf_count=125 383 34 301 34 141 194 internal_value=0.0012064 0.00287661 0.000144292 0.0534658 0.00471044 0.0201744 internal_weight=111.12 108.805 103.229 5.5754 97.7288 35.6199 internal_count=1212 1087 1019 68 718 335 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=7 num_cat=0 split_feature=20 4 15 8 3 7 split_gain=4.13929 1.04308e-05 5.67956e-06 5.39544e-06 6.80464e-06 8.73774e-06 threshold=1.0000000180025095e-35 109.00000000000001 6.5000000000000009 6.7963979550449611 22.500000000000004 74.158399193400456 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=0.075562482320312097 -0.076367319981132803 -0.075549897751233705 -0.075323627098855025 -0.07637762025541539 -0.075321749701001722 -0.075735305475056761 leaf_weight=2.4417886361479759 0.17643860937096167 3.930530714627821 0.72347008390352119 0.24367632484063517 0.32238461903762061 1.618444497755263 leaf_count=16 19 806 141 17 54 159 internal_value=-0.0365749 -0.0756082 -0.0755886 -0.0756199 -0.0757459 -0.0758194 internal_weight=9.45673 7.01494 6.83851 6.11504 2.18451 1.86212 internal_count=1212 1196 1177 1036 230 176 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=7 num_cat=0 split_feature=9 6 6 4 7 0 split_gain=1.24895 2.96319 2.60408 2.38828 2.47904 3.48533 threshold=6.1041741653575761 83.534692932856203 113.03407813214848 1000.5000000000001 77.023319461921901 18.636041000000002 decision_type=10 10 8 10 8 10 left_child=1 -1 -3 -2 5 -5 right_child=3 2 -4 4 -6 -7 leaf_value=0.0036210688810023903 0.07520537743805368 -0.083431011895045357 0.018310035610559203 -0.031186319812347957 0.06050432748114104 0.053077796220609708 leaf_weight=52.770091161131859 5.8415375109761944 8.1141790561377967 3.6461807265877733 18.380141356028624 6.5267488826066247 6.6971561200916758 leaf_count=497 67 50 23 302 202 71 internal_value=0.00193521 -0.00649505 -0.0518872 0.0164632 0.00560554 -0.0086827 internal_weight=101.976 64.5305 11.7604 37.4456 31.604 25.0773 internal_count=1212 570 73 642 575 373 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=7 num_cat=0 split_feature=0 0 5 5 3 2 split_gain=1.37211 2.36463 2.08529 2.75779 3.3544 2.88274 threshold=0.00019500000000000002 0.0019160000000000004 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=-0.073217117408697782 0.071509309031825105 -0.059526469518556446 0.10955977917300475 -0.084676796711085384 0.056063131883994526 -0.0028228616881945667 leaf_weight=2.4882178949192157 4.6576528288424006 5.8072720486670724 2.335669867694377 4.4920179657638064 9.4278942309319955 70.328856155509129 leaf_count=68 15 159 11 106 60 793 internal_value=0.000108034 0.00198799 -0.00151672 0.00237403 -0.000597529 0.00413794 internal_weight=99.5376 97.0494 92.3917 86.5844 84.2488 79.7568 internal_count=1212 1144 1129 970 959 853 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=7 num_cat=0 split_feature=9 8 9 8 5 8 split_gain=1.34632 1.65875 1.7166 4.06891 3.4669 3.915 threshold=7.8397116616035101 6.6309332046157996 6.0459138206527951 5.2927476730057128 133.50000000000003 4.9190838115666322 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=-0.0014934021760983789 -0.036105518274023668 0.062397024143620056 0.096092938765651351 0.062681332437834678 0.059550483593539219 -0.067586467108701434 leaf_weight=66.492997667286545 8.8590974145336059 4.7255850508809081 2.0337664783000973 11.604025430977343 3.0084709376096717 12.426454370841382 leaf_count=433 351 21 5 84 14 304 internal_value=0.00126231 0.00456315 0.00170334 0.00804198 -0.0266347 -0.0428058 internal_weight=109.15 100.291 95.5657 78.097 17.4687 15.4349 internal_count=1212 861 840 517 323 318 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=7 num_cat=0 split_feature=19 4 13 8 3 0 split_gain=3.80021 8.43697e-06 4.42607e-06 4.76768e-06 5.14956e-06 5.21973e-06 threshold=1.0000000180025095e-35 109.00000000000001 27019.000000000004 6.7963979550449611 15.500000000000002 0.20086800000000002 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075515405872540575 -0.076272200573881913 -0.075512297979616075 -0.075371321701907606 -0.075477599767981005 -0.075616088308442533 -0.076204349417033454 leaf_weight=2.2410838827490807 0.16420019604265679 3.2313681249506772 1.1781585591961627 0.13893494126386907 1.4210028121597134 0.342346255434677 leaf_count=16 19 701 268 24 137 47 internal_value=-0.0367233 -0.0755645 -0.0755461 -0.0755862 -0.0757118 -0.0759946 internal_weight=8.71709 6.47601 6.31181 5.13365 1.90228 0.481281 internal_count=1212 1196 1177 909 208 71 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=7 num_cat=0 split_feature=0 2 5 9 9 6 split_gain=1.24786 1.42483 1.47536 2.06845 2.95078 2.84079 threshold=47.407128000000007 103.50000000000001 11641.500000000002 6.1041741653575761 7.4019804997132459 84.262737093023546 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=0.0033771188717668372 -0.080063154712187612 0.094731557287957541 -0.051127950581840935 0.085140368427265023 0.0093799088129260383 -0.05554150314030866 leaf_weight=52.668373828753829 1.8309040274471033 1.6738508455455292 5.0174289830029002 6.6214747503399876 22.994301501661539 9.6888029277324659 leaf_count=506 16 19 89 112 425 45 internal_value=0.00173763 0.0032556 0.00167692 0.0045576 0.0263184 -0.00577742 internal_weight=100.495 98.6642 96.9904 91.973 29.6158 62.3572 internal_count=1212 1196 1177 1088 537 551 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=7 num_cat=0 split_feature=10 15 10 7 2 9 split_gain=1.38088 2.53747 1.76965 2.60531 5.71415 4.23658 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 73.883603989971604 6.5000000000000009 7.9102388992724508 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=-0.0019142619974591585 -0.076685253844035767 0.083753335152473241 0.051157408590630518 0.033298896396709146 -0.077166466256510163 0.10217451459854883 leaf_weight=61.740457015577704 2.2851276807487002 3.6494252160191527 6.0177205316722384 7.4179049711674478 12.699764125514774 4.1746787577867499 leaf_count=608 136 31 56 55 303 23 internal_value=0.000139179 0.0019736 -0.00126863 -0.00493567 -0.036435 0.00467811 internal_weight=97.9851 95.7 92.0505 86.0328 20.1177 65.9151 internal_count=1212 1076 1045 989 358 631 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=7 num_cat=0 split_feature=20 0 7 4 4 7 split_gain=1.53688 1.36112 3.00655 2.69876 2.99886 2.64776 threshold=0.8618284543000001 23.872839500000005 81.226848822243241 32495.000000000004 4054.0000000000005 76.473063496013751 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=0.015079941022263302 -0.091207522285474199 -0.05605442307784906 0.068399621017901285 0.095515287675723856 -0.065346272546148845 -0.037772120258136706 leaf_weight=74.071648255223408 1.7691705860197533 9.1211085896939021 2.4658930003643027 3.3051216825842848 5.9112188428407526 10.869825079571454 leaf_count=500 10 112 8 29 331 222 internal_value=0.00122644 0.00277291 -0.0295687 0.00675285 0.00352377 0.00831655 internal_weight=107.514 105.745 11.587 94.1578 90.8527 84.9415 internal_count=1212 1202 120 1082 1053 722 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=7 num_cat=0 split_feature=19 4 15 8 3 7 split_gain=3.55887 6.54767e-06 3.64925e-06 3.13824e-06 4.08875e-06 5.51386e-06 threshold=1.0000000180025095e-35 109.00000000000001 6.5000000000000009 6.7963979550449611 22.500000000000004 74.158399193400456 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=0.075482127071203803 -0.076168738070791955 -0.075471795843745693 -0.075272013695770565 -0.076177150562599771 -0.075272691263641292 -0.075623079695323656 leaf_weight=2.117055706679821 0.15140059520490456 3.3239751522778533 0.61374559788964678 0.20654709730297294 0.26755718741333101 1.3770720137981698 leaf_count=16 19 806 141 17 54 159 internal_value=-0.0358441 -0.0755195 -0.0755026 -0.0755299 -0.0756343 -0.0756953 internal_weight=8.05735 5.9403 5.7889 5.17515 1.85118 1.58362 internal_count=1212 1196 1177 1036 230 176 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=7 num_cat=0 split_feature=0 0 9 6 4 0 split_gain=1.21792 1.88899 1.35269 1.50755 2.82277 2.1362 threshold=40.875559000000003 33.972328000000012 7.9933079390713813 125.41388227829954 1000.5000000000001 4.6811795000000016 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=0.0076884154528644695 -0.046354359832318399 0.094895133308372404 -0.081600208365840407 0.14345077589883337 0.0022074975926061886 -0.033821305756016821 leaf_weight=68.321056322660297 5.0298061538487664 2.2394482567906371 1.8982196338474739 2.1630885750055304 4.0909930923953652 15.146194725763051 leaf_count=882 33 33 40 21 38 165 internal_value=0.0015857 0.00415476 0.0019368 0.00370418 0.0510591 0.000155948 internal_weight=98.8888 93.859 91.6196 89.7213 6.25408 83.4673 internal_count=1212 1179 1146 1106 59 1047 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=7 num_cat=0 split_feature=10 15 6 5 9 8 split_gain=1.26211 2.27875 1.57236 2.79846 1.58838 1.69801 threshold=35.000000000000007 6.5000000000000009 125.41388227829954 26212.000000000004 7.9624376805937027 5.1998592407613584 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=0.0086086333139733431 -0.076506012388951383 0.083045500412718479 -0.087081364880551668 0.055409575649448761 0.059012283259084197 -0.02362116882186999 leaf_weight=56.001181192696095 2.1056103936862192 3.3281230404973021 4.9345777779817572 1.9124922901391981 4.7041457602754226 23.084932557772845 leaf_count=421 136 31 70 32 51 471 internal_value=6.20097e-05 0.00177777 -0.00120631 -0.0472814 0.0025588 -0.000799122 internal_weight=96.0711 93.9655 90.6373 6.84707 83.7903 79.0861 internal_count=1212 1076 1045 102 943 892 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 21 split_gain=1.33441 1.50342 2.25765 2.15637 3.08183 2.28375 threshold=0.14357116100000003 0.76803983445000001 0.60557055170000018 0.62272809245000016 0.32262458390000009 0.80522880530000018 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=-0.08689902965502394 0.047729346844668535 0.048819877400751166 -0.070277562114009512 -0.10508963341163458 -0.10378616229927183 0.0039491291333139675 leaf_weight=1.6922645419836042 9.5884955674409849 6.5975805893540374 4.4269941151142111 1.9687794297933576 2.8909278512001029 78.854971246328205 leaf_count=25 24 14 11 6 14 1118 internal_value=0.00118886 0.0026177 -0.000501318 0.00280938 -0.00233565 0.00129306 internal_weight=106.02 104.328 97.7302 93.3032 83.7147 80.8238 internal_count=1212 1187 1173 1162 1138 1124 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=7 num_cat=0 split_feature=19 4 15 8 3 7 split_gain=3.25868 5.07244e-06 3.03827e-06 2.66758e-06 3.29845e-06 4.63424e-06 threshold=1.0000000180025095e-35 109.00000000000001 6.5000000000000009 6.7963979550449611 22.500000000000004 74.158399193400456 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=0.075444460187059914 -0.076077156615544428 -0.075436751258664336 -0.075244550676260444 -0.076104512999200222 -0.075248519803280844 -0.075579530639021217 leaf_weight=1.9372708350419998 0.13975266343913961 3.0698315936024301 0.55124015657929692 0.19368058443069425 0.23949444165918965 1.2754406225285493 leaf_count=16 19 806 141 17 54 159 internal_value=-0.0360066 -0.0754824 -0.0754668 -0.0754925 -0.0755926 -0.0756487 internal_weight=7.40671 5.46944 5.32969 4.77845 1.70862 1.46912 internal_count=1212 1196 1177 1036 230 176 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 3 split_gain=1.05123 3.65746 5.00311 2.51578 1.4566 1.38402 threshold=0.0041515000000000015 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 3327.5000000000005 1.0000000180025095e-35 decision_type=8 10 10 8 10 8 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.086307363913705595 0.085410252533267866 -0.090457129652723969 -0.09485375369991593 -0.081337970423182471 -0.054890147559913297 0.002649191827798479 leaf_weight=4.305363290011881 5.4232609272003165 5.0827149953693151 2.3601005226373672 2.0129513740539542 0.8569075260311364 77.628512396477163 leaf_count=58 129 22 13 12 11 967 internal_value=0.00149526 -0.0265614 0.022162 0.00533148 0.0662667 0.000526402 internal_weight=97.6698 11.7482 6.66546 85.9216 6.28017 79.6415 internal_count=1212 93 71 1119 140 979 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=7 num_cat=0 split_feature=5 19 19 19 19 20 split_gain=1.20163 1.319 5.50848 1.94915 3.31765 2.26561 threshold=59.000000000000007 0.41494021885000004 0.48125046350000006 0.60557055170000018 0.66260766915000013 0.31027308865000008 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=-0.077124674551378905 -0.029151575078973743 0.13854288491287342 -0.065196309488001758 0.11497792624588983 -0.12555327011679626 0.003297778382951456 leaf_weight=1.979530835058539 12.109781850129364 3.0288686975836754 4.1977724656462669 2.6379683017730713 1.392080098390579 69.163987263920717 leaf_count=120 49 6 12 6 4 1015 internal_value=-3.30709e-05 0.00161617 0.00624919 0.00107164 0.00487219 0.000755531 internal_weight=94.51 92.5305 80.4207 77.3918 73.194 70.5561 internal_count=1212 1092 1043 1037 1025 1019 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=7 num_cat=0 split_feature=5 10 9 3 4 8 split_gain=1.22318 1.9914 1.58065 1.50817 1.94428 2.16498 threshold=4795.5000000000009 41.000000000000007 6.0303165925932634 11.500000000000002 2341.0000000000005 5.2927476730057128 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=-0.0034075695313632842 0.049870918990220225 0.062067558846554141 -0.075081593565848828 0.066281486964889766 -0.065955326979225612 0.034063552866523232 leaf_weight=67.651566240936518 1.2014818601310233 1.7790295490995047 6.4324694593669847 3.8026956799440077 4.0240616780938572 19.97096945066005 leaf_count=419 7 30 217 48 241 250 internal_value=0.00118035 -0.0332117 -0.0554157 0.00457201 0.00201149 0.00513287 internal_weight=104.862 9.41298 7.63395 95.4493 91.6466 87.6225 internal_count=1212 254 224 958 910 669 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=7 num_cat=0 split_feature=19 4 15 8 3 7 split_gain=2.97601 4.89753e-06 2.44232e-06 2.08753e-06 2.62324e-06 3.7002e-06 threshold=1.0000000180025095e-35 109.00000000000001 6.5000000000000009 6.7963979550449611 22.500000000000004 74.158399193400456 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=0.075415070728527947 -0.076053657283695675 -0.075405800108340096 -0.07522457507326033 -0.076024643662490149 -0.075230402811530719 -0.07553701538311354 leaf_weight=1.765519917011261 0.130723580950871 2.8258746344072279 0.50238299084594462 0.17923484928905931 0.22181702556554217 1.1807647928944789 leaf_count=16 19 806 141 17 54 159 internal_value=-0.0363161 -0.0754496 -0.0754335 -0.0754573 -0.0755493 -0.0756013 internal_weight=6.80632 5.0408 4.91007 4.40769 1.58182 1.36 internal_count=1212 1196 1177 1036 230 176 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=7 num_cat=0 split_feature=9 6 6 13 8 13 split_gain=0.85756 2.25004 2.61275 2.05774 2.64541 1.99455 threshold=6.1041741653575761 84.262737093023546 97.504095962620923 50796.000000000007 7.5455085648100599 49199.500000000007 decision_type=10 10 8 8 8 8 left_child=1 -1 -3 5 -5 -2 right_child=3 2 -4 4 -6 -7 leaf_value=0.0030912782103374517 0.0037473348265557749 -0.09554647612132261 0.0050726449057232545 0.047594684023331189 -0.07343389430101481 -0.090737185844186261 leaf_weight=51.831605607643723 11.552993306424467 5.4580034241080257 4.8953526690602311 17.729031747207049 2.0108325369656077 2.769861200824379 leaf_count=512 260 26 32 325 14 43 internal_value=0.00157586 -0.00541023 -0.047971 0.0143297 0.0352659 -0.0145248 internal_weight=96.2477 62.185 10.3534 34.0627 19.7399 14.3229 internal_count=1212 570 58 642 339 303 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=7 num_cat=0 split_feature=0 4 5 6 4 8 split_gain=1.17633 1.77976 1.86929 2.787 1.72396 5.3176 threshold=64.315626000000009 66049.000000000015 10692.000000000002 125.25498420013805 6106.0000000000009 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=0.0087996524898892557 0.085197527389927738 -0.098235015020648409 0.046243678327632022 -0.085578158011097527 0.042336272170187761 -0.060179497051738119 leaf_weight=55.233701004181057 1.5898177325725544 1.8656841050833453 8.1077540740370733 3.9928008150309315 8.5910826222971064 14.010737097007221 leaf_count=403 9 21 105 67 179 428 internal_value=-8.56443e-05 -0.00156257 0.000442854 -0.00409521 8.47001e-05 -0.00515741 internal_weight=93.3916 91.8018 89.9361 81.8283 77.8355 69.2444 internal_count=1212 1203 1182 1077 1010 831 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=7 num_cat=0 split_feature=20 0 0 7 7 9 split_gain=1.419 1.25815 2.68203 2.58314 2.28572 2.50247 threshold=0.8618284543000001 23.872839500000005 31.825229500000003 77.236697455308359 76.306083862745808 5.0503897358203416 decision_type=10 10 8 10 10 10 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=0.012193537588379419 -0.090390751281006682 -0.090647630802784485 -0.04686883413368767 0.079184143360515213 0.07539809852215526 -0.057417726405161462 leaf_weight=79.950816031079739 1.6713896058499802 4.334136322140691 3.5563357938081035 2.9946494922041893 1.6794505715370167 9.1347446105210093 leaf_count=787 10 50 61 9 3 292 internal_value=0.00100177 0.0025045 -0.0296213 0.0107537 0.00635723 -0.0367914 internal_weight=103.322 101.65 10.8851 6.55099 90.765 10.8142 internal_count=1212 1202 120 70 1082 295 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=7 num_cat=0 split_feature=20 4 15 8 3 7 split_gain=2.76473 3.79804e-06 1.90468e-06 1.69693e-06 2.09891e-06 2.74074e-06 threshold=1.0000000180025095e-35 109.00000000000001 6.5000000000000009 6.7963979550449611 22.500000000000004 74.158399193400456 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=0.075386795083277142 -0.075968712034059027 -0.075373632763050244 -0.075209382368065597 -0.07593565490053869 -0.075205312447181843 -0.075498698932424266 leaf_weight=1.647250309586525 0.12057303683832277 2.5942823420045897 0.46960359840886656 0.1652277747634795 0.19737951789284114 1.0939162475115154 leaf_count=16 19 806 141 17 54 159 internal_value=-0.0359112 -0.0754148 -0.0754 -0.0754221 -0.0755085 -0.075556 internal_weight=6.28823 4.64098 4.52041 4.05081 1.45652 1.25914 internal_count=1212 1196 1177 1036 230 176 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 0 split_gain=1.10107 1.04374 3.28455 4.53521 2.16403 1.53194 threshold=47.407128000000007 0.0041515000000000015 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 0.068115000000000023 decision_type=10 8 10 10 8 8 left_child=1 2 3 -1 -3 -6 right_child=-2 4 -4 -5 5 -7 leaf_value=0.084764661168896971 -0.079654012110225492 0.065364443600965216 -0.088060636321755037 -0.092199261212743702 -0.028265485407210619 0.0088839789664871532 leaf_weight=4.0595845878124219 1.642191819846629 5.8658561045303932 4.8099476527422667 2.2513223215937614 13.473963186144827 63.011565674096346 leaf_count=58 16 140 22 13 117 846 internal_value=0.00151952 0.00294564 -0.0258099 0.0216354 0.00682883 0.0023396 internal_weight=95.1144 93.4722 11.1209 6.31091 82.3514 76.4855 internal_count=1212 1196 93 71 1103 963 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=7 num_cat=0 split_feature=0 0 5 5 3 2 split_gain=1.15081 2.17787 1.77217 2.34206 3.0186 2.3652 threshold=0.00019500000000000002 0.0019160000000000004 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=-0.070676885636279385 0.071177187422288943 -0.057120890773745381 0.10086398177369107 -0.084659129978656572 0.052411483017218943 -0.0029554919094323235 leaf_weight=2.2521469444036475 4.2953837402164927 5.4224201282486311 2.3243913128972045 4.0865951422601929 8.7594910152256471 64.73835199768655 leaf_count=68 15 159 11 106 60 793 internal_value=-7.54348e-05 0.00169865 -0.00179875 0.00195528 -0.00100798 0.00364316 internal_weight=91.8788 89.6266 85.3312 79.9088 77.5844 73.4978 internal_count=1212 1144 1129 970 959 853 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=7 num_cat=0 split_feature=13 10 5 4 8 9 split_gain=1.06487 1.15389 1.79487 1.42917 1.38148 1.95532 threshold=49191.500000000007 41.000000000000007 4795.5000000000009 34110.500000000007 6.7998311008908914 6.3944237114723839 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=-0.077009791135552078 0.0063271254304032134 0.06333177442087741 -0.085643952672799423 0.01483751120898342 0.05541086617350717 -0.04120986687341005 leaf_weight=1.726306600263342 76.457877745851874 2.9957791343331328 4.1443802104331544 2.1497524613514543 4.9232553999172515 9.7569280772004259 leaf_count=125 565 61 138 39 47 237 internal_value=0.000863597 0.0022022 0.00032263 -0.0513246 0.00388947 0.000947365 internal_weight=102.154 100.428 97.4322 6.29413 91.1381 86.2148 internal_count=1212 1087 1026 177 849 802 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=7 num_cat=0 split_feature=19 4 13 8 9 6 split_gain=2.55046 3.55139e-06 1.52202e-06 1.39992e-06 1.52941e-06 1.18023e-06 threshold=1.0000000180025095e-35 109.00000000000001 27019.000000000004 6.7963979550449611 7.9288974112417803 120.40699239275089 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075362745631727679 -0.075941474390098698 -0.075350962946369782 -0.075242564125110503 -0.075502031052206028 -0.0754350783783726 -0.075981406007419261 leaf_weight=1.5216990262269974 0.11237030918709923 2.1507908822095492 0.74801930814282958 0.10656765659223277 1.0589894056902267 0.099135906668379903 leaf_count=16 19 701 268 29 166 13 internal_value=-0.0358193 -0.0753867 -0.0753718 -0.0754001 -0.0754835 -0.0757331 internal_weight=5.79757 4.27587 4.1635 3.41548 1.26469 0.205704 internal_count=1212 1196 1177 909 208 42 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=7 num_cat=0 split_feature=15 16 3 3 9 16 split_gain=0.80681 2.40389 1.74173 1.99458 1.52468 2.06311 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 7.9539476544304302 1.0000000180025095e-35 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.00091095165544727167 -0.072772808293682031 0.052312618328430198 0.096156367786472588 -0.0033470381938541503 -0.059613639907548394 0.077474725420138113 leaf_weight=71.129422534257174 4.6433749897405496 2.2961325608193874 4.188258049078283 3.8815446384251127 4.1320342477411023 3.5241077570244661 leaf_count=689 94 96 68 66 46 153 internal_value=0.00142704 -0.0313848 0.00404862 0.0482956 -0.000483487 0.00278934 internal_weight=93.7949 6.93951 86.8554 8.0698 78.7856 74.6535 internal_count=1212 190 1022 134 888 842 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=7 num_cat=0 split_feature=10 15 10 13 6 6 split_gain=1.04589 1.96736 1.46301 2.23862 2.7641 1.47688 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 125.41388227829954 112.05004490008061 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0023421098029667957 -0.076310747224615741 0.082550038388884583 0.050127040970879715 -0.080531163367502726 -0.077159496565701646 0.037395263754389646 leaf_weight=61.349181442521513 1.7673478096257884 2.8887074105441561 5.186366317793726 3.7105608684942117 4.4879213841632 11.035306049976496 leaf_count=653 136 31 56 104 74 158 internal_value=-0.00013876 0.00137969 -0.00135413 -0.00466749 -0.00100562 0.00371601 internal_weight=90.4254 88.658 85.7693 80.583 76.8724 72.3845 internal_count=1212 1076 1045 989 885 811 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=7 num_cat=0 split_feature=3 4 8 0 8 0 split_gain=0.991304 6.48007 1.86749 4.60421 3.28762 3.38444 threshold=1.0000000180025095e-35 163.00000000000003 4.4954850976912946 0.27220900000000009 4.7473932594258565 0.10875250000000002 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=-0.087855885268590977 0.0092205357909715298 0.10192361434599347 0.093774097031599224 -0.081970179795531006 -0.056898705844609467 0.0096990735016348178 leaf_weight=2.7811581566929808 14.096341241151096 5.0958616584539413 4.0339737832546225 9.1181528978049737 8.8125331343617272 56.901874725241214 leaf_count=48 151 17 8 87 213 688 internal_value=0.000856434 0.0349177 -0.00202968 -0.0265972 0.00614718 0.000768077 internal_weight=100.84 7.87702 92.9629 23.2145 69.7484 65.7144 internal_count=1212 65 1147 238 909 901 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=7 num_cat=0 split_feature=19 0 15 6 3 8 split_gain=2.40329 1.97789e-06 8.97786e-07 8.04249e-07 9.9944e-07 1.70637e-06 threshold=1.0000000180025095e-35 0.00019500000000000002 6.5000000000000009 84.811713194020484 22.500000000000004 6.9928898445815602 decision_type=8 10 8 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.07533907273947904 -0.075476130760013402 -0.075268365313515134 -0.075169955910669703 -0.075367646854345285 -0.075210056974416975 -0.075682833448797129 leaf_weight=1.4509304538369179 1.0118728595552968 1.048896589374636 0.3776671745290513 0.99224384577246361 0.27247950382297847 0.2077260393416509 leaf_count=16 149 392 141 387 85 42 internal_value=-0.0345771 -0.0753558 -0.0753137 -0.0753353 -0.0753829 -0.0754222 internal_weight=5.36182 3.91089 2.89901 2.52135 1.47245 1.19997 internal_count=1212 1196 1047 906 514 429 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=7 num_cat=0 split_feature=0 0 9 0 0 11 split_gain=0.906982 1.45218 1.08682 1.00585 2.59994 2.41743 threshold=40.875559000000003 33.972328000000012 7.9933079390713813 0.068115000000000023 0.10875250000000002 12.500000000000002 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=-0.0073889261745580101 -0.042255969809896703 0.09134027137596433 -0.081047694092966263 0.086417333220457276 -0.0020867349010255062 0.093089888891418074 leaf_weight=43.47767408657819 4.5520868012681595 1.8435609936714161 1.5606980491429556 4.4733204394578925 33.111694030463696 2.9025981882587066 leaf_count=429 33 33 40 60 496 121 internal_value=0.00126166 0.003529 0.00163617 0.00317305 0.014515 0.00558409 internal_weight=91.9216 87.3695 85.526 83.9653 40.4876 36.0143 internal_count=1212 1179 1146 1106 677 617 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=7 num_cat=0 split_feature=20 20 5 4 3 5 split_gain=1.01176 1.23723 1.00165 1.07746 1.32127 3.54197 threshold=0.15581312665000005 0.20344614855000001 59.000000000000007 126.00000000000001 3.5000000000000004 63.000000000000007 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.057273519356198344 0.07742623348434903 -0.076890557378793828 0.043749868042719707 0.12886354578902551 0.003614159442592193 -0.056651479063015299 leaf_weight=2.9838987551629543 2.1187951788306236 1.6584928897209454 5.6486767604947081 1.1634419560432405 66.373452096479014 8.9174744645133615 leaf_count=25 6 120 32 2 826 201 internal_value=-2.94861e-05 0.00195945 5.04742e-05 0.00160469 -0.00150912 -0.0352411 internal_weight=88.8642 85.8803 83.7615 82.103 76.4544 10.0809 internal_count=1212 1187 1181 1061 1029 203 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=7 num_cat=0 split_feature=0 0 0 8 8 3 split_gain=0.952079 2.152 3.03787 2.64569 3.60818 3.46721 threshold=0.00019500000000000002 0.030394000000000001 0.04603150000000001 4.4954850976912946 4.7473932594258565 1.0000000180025095e-35 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=0.033552806854759733 -0.052068709835974815 0.095400201492691822 0.081544348506838393 0.11649882592295123 0.0025349984392388746 -0.055816943017007542 leaf_weight=8.1130866948515159 7.9019806152791707 3.3797699532005927 2.1169026792049435 2.9108155369758597 60.950410759076476 13.927605751901863 leaf_count=68 165 53 12 6 741 167 internal_value=0.000725499 -0.0021952 0.00253672 -0.00139113 0.00772951 -0.0376936 internal_weight=99.3006 91.1875 83.2855 79.9057 63.8612 16.0445 internal_count=1212 1144 979 926 747 179 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=7 num_cat=0 split_feature=19 4 15 8 3 7 split_gain=2.17653 2.15668e-06 9.63504e-07 7.51324e-07 9.7476e-07 1.42499e-06 threshold=1.0000000180025095e-35 109.00000000000001 6.5000000000000009 6.7963979550449611 22.500000000000004 74.158399193400456 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=0.075307463430900209 -0.075794936753831588 -0.075295656369057218 -0.075157424912821194 -0.075741523420592316 -0.075164124865454207 -0.07538689849201631 leaf_weight=1.3077799715101719 0.09615924127865616 2.0140004004351804 0.34975591758848157 0.13066369574516989 0.15491665122681297 0.85325605419347994 leaf_count=16 19 806 141 17 54 159 internal_value=-0.0351776 -0.0753277 -0.0753149 -0.0753324 -0.0753973 -0.075434 internal_weight=4.90653 3.59875 3.50259 3.15284 1.13884 0.98392 internal_count=1212 1196 1177 1036 230 176 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=7 num_cat=0 split_feature=7 7 7 9 15 3 split_gain=0.77901 1.0256 2.42312 1.7044 1.46715 1.63818 threshold=83.63472603049955 79.000560087679474 76.793538455003414 6.049001889834237 4.5000000000000009 15.500000000000002 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=-0.0034513061644753529 0.069442631629584889 -0.1065709982166952 0.071691343064842997 0.0048319886048874333 -0.066682789969605458 0.045261306099760215 leaf_weight=67.498215722851455 1.6500483639538277 2.335318110883235 4.8237712094560257 3.3339590169489384 3.2910483386367551 7.6902147512882939 leaf_count=735 12 7 114 129 82 133 internal_value=0.00136053 9.79064e-05 0.00289879 -0.0410577 -0.00132957 0.00153098 internal_weight=90.6226 88.9725 83.3033 5.66928 78.4795 75.1884 internal_count=1212 1200 1064 136 950 868 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=7 num_cat=0 split_feature=7 7 4 14 0 0 split_gain=1.04863 1.91548 1.38346 1.48283 1.33519 2.73095 threshold=79.447232184458983 83.094253985356048 343.00000000000006 2.5000000000000004 2.7156310000000006 0.082789500000000002 decision_type=10 8 10 10 8 8 left_child=4 2 -2 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0036455788757271666 0.1363907591500487 -0.088901787641752369 -0.07783790053391447 0.069482576768094037 0.0051725504899235303 -0.081132681429895229 leaf_weight=18.457711553666744 1.7553914189338673 0.96790538355708111 0.96408095676451955 2.3452962450683117 57.062249070033431 6.0356868619564912 leaf_count=367 3 14 50 62 370 346 internal_value=-0.000234475 0.0399965 0.0646297 0.0265655 -0.00321036 -0.02274 internal_weight=87.5883 6.03267 5.06477 3.30938 81.5556 24.4934 internal_count=1212 129 115 112 1083 713 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=7 num_cat=0 split_feature=20 0 0 4 4 7 split_gain=1.30811 1.08037 2.03761 1.91375 2.24922 1.94484 threshold=0.8618284543000001 23.872839500000005 31.825229500000003 32495.000000000004 4433.0000000000009 76.473063496013751 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=0.012669577186246934 -0.089293175587078208 -0.088226781344944938 0.0070506417224327836 0.088092497074028719 -0.06540544429344064 -0.035419969697434855 leaf_weight=70.228642222005874 1.5886176824569691 3.6675323303788874 5.7854153774678716 2.7293756501749149 4.5459513488458461 9.5538068362511677 leaf_count=501 10 50 70 29 317 235 internal_value=0.00071196 0.00219349 -0.0299149 0.0056799 0.00301253 0.00691094 internal_weight=98.0993 96.5107 9.45295 87.0578 84.3284 79.7824 internal_count=1212 1202 120 1082 1053 736 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=7 num_cat=0 split_feature=19 0 5 0 15 8 split_gain=1.96794 1.23089e-06 5.31333e-07 1.26107e-06 5.28765e-07 4.72536e-07 threshold=1.0000000180025095e-35 0.0041515000000000015 63.000000000000007 3.9500000000000005e-05 6.5000000000000009 6.7963979550449611 decision_type=8 10 8 10 8 8 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075281624763713528 -0.075350482885420247 -0.075255307024199025 -0.075351988775741188 -0.075807969574837236 -0.075143618854013827 -0.075372777604581553 leaf_weight=1.1748070791363716 0.16513023537117999 1.5304561231168918 0.76679096661973756 0.094870302826166153 0.32331880452693429 0.44113616776303399 leaf_count=16 62 737 103 5 141 148 internal_value=-0.0359595 -0.0753029 -0.0753939 -0.0755174 -0.0752622 -0.0752816 internal_weight=4.49651 3.3217 1.02679 0.260001 2.29491 1.97159 internal_count=1212 1196 170 67 1026 885 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=7 num_cat=0 split_feature=13 4 9 6 6 6 split_gain=0.720518 1.43315 0.969873 2.64664 2.01689 1.84236 threshold=49199.500000000007 2172.0000000000005 6.1041741653575761 116.30015375684312 83.360795883618621 97.504095962620923 decision_type=10 10 10 8 10 8 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0043132322046817908 -0.090583535753444938 0.054478882189396206 0.065100414931694425 -0.0025199195706324708 -0.08055273816929423 0.0035062888117298472 leaf_weight=48.883445365354419 2.1952490657567973 0.98737492784857739 8.418776598293336 18.523751029279083 5.9650575108826134 4.6321334689855584 leaf_count=494 36 39 268 299 44 32 internal_value=0.00114848 -0.0455795 0.00286929 0.0186095 -0.00426045 -0.0438097 internal_weight=89.6058 3.18262 86.4232 26.9425 59.4806 10.5972 internal_count=1212 75 1137 567 570 76 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 6 split_gain=0.995709 1.58304 1.61774 2.9847 2.04025 2.42243 threshold=60.179807500000003 66049.000000000015 10692.000000000002 13.500000000000002 6106.0000000000009 84.878191631965962 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=-0.0043386113822018648 0.070507932129509704 -0.10017803564822886 0.046026931477857205 -0.077727811224753848 -0.079672562298267635 0.080022552475444389 leaf_weight=63.757467094692402 1.949059011414646 1.6041717268526543 7.0243875859305254 5.13768973853439 1.1411669692024577 5.6667223605327308 leaf_count=835 12 20 105 96 53 91 internal_value=-0.000155099 -0.00178825 0.00011963 -0.00414005 0.00121769 0.0532538 internal_weight=86.2807 84.3316 82.7274 75.703 70.5654 6.80789 internal_count=1212 1200 1180 1075 979 144 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=7 num_cat=0 split_feature=20 19 19 19 19 19 split_gain=0.890489 1.92357 2.76161 1.95013 2.6712 3.71258 threshold=0.62523871355000005 0.68175770400000013 0.60557055170000018 0.48125046350000006 0.34952334870000007 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=-0.00090318589964780518 -0.028684546712637489 0.061611457701960019 -0.10982563809792799 0.077195962461776582 -0.11700268406262718 0.1363556420553543 leaf_weight=72.823562713747378 9.2981335129588825 5.4118632897734633 2.2250572666525832 3.4027367979288092 1.9082118347287167 2.0253912135958663 leaf_count=1142 31 11 6 10 7 5 internal_value=0.000743228 0.00385978 6.60752e-05 0.00311642 -0.000167614 0.002811 internal_weight=97.095 87.7968 82.385 80.1599 76.7572 74.849 internal_count=1212 1181 1170 1164 1154 1147 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 15 split_gain=1.83459 1.34661e-06 6.64075e-07 3.71645e-07 7.03456e-07 3.03623e-07 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 6.5000000000000009 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075262248551882405 -0.075678771907865108 -0.075300369473566497 -0.07524514518604386 -0.075235749270935348 -0.075665688050740781 -0.07513261657407605 leaf_weight=1.1009256020188332 0.082463306724094187 1.2878137044608595 1.2376213281822854 0.071290247607976087 0.081633656984195113 0.29739584290655319 leaf_count=16 19 361 618 43 14 141 internal_value=-0.0354316 -0.0752802 -0.0752691 -0.0753179 -0.0754653 -0.0752233 internal_weight=4.15914 3.05822 2.97575 1.44074 0.152924 1.53502 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=7 num_cat=0 split_feature=0 0 7 0 6 4 split_gain=0.798872 1.24306 1.31102 1.76869 2.29296 2.17635 threshold=40.875559000000003 30.036528000000001 82.300853920668672 4.6811795000000016 124.71551633730218 467.50000000000006 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=-0.0083652616715635657 -0.040873497595064361 0.051572137601029161 0.093599925077816684 -0.065201473775010094 0.022652583638607036 0.02997674921960642 leaf_weight=41.785040766000748 4.3154811142012468 5.0052923895418635 1.474609114229678 8.638590407557782 4.5279623884707698 22.926665994804353 leaf_count=338 33 67 19 116 69 570 internal_value=0.0010918 0.0032386 0.000189894 -0.00157881 -0.0349886 0.0052189 internal_weight=88.6736 84.3582 79.3529 77.8783 13.1666 64.7117 internal_count=1212 1179 1112 1093 185 908 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=7 num_cat=0 split_feature=0 4 5 3 0 0 split_gain=0.886591 1.44699 1.3657 2.6605 1.77792 1.87359 threshold=60.179807500000003 66049.000000000015 10692.000000000002 13.500000000000002 19.409948500000002 0.068115000000000023 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0047272556770040072 0.068250134002614565 -0.098305354365340603 0.042898403552118033 -0.074450892751619216 0.050471453088428909 -0.038308552160462708 leaf_weight=50.749214238952845 1.8582719862461079 1.5187047896906722 6.8647368475794783 4.9634160960558793 6.6577415540814391 12.634646992664782 leaf_count=427 12 20 105 96 59 493 internal_value=-6.56757e-05 -0.00158806 0.00020607 -0.00370129 0.0013123 -0.0038513 internal_weight=85.2467 83.3885 81.8698 75.005 70.0416 63.3839 internal_count=1212 1200 1180 1075 979 920 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 21 split_gain=0.862593 1.62936 1.57691 4.47926 3.53209 2.34598 threshold=0.22161084545000001 0.32816394200000004 0.76803983445000001 0.41494021885000004 0.57542903440000004 0.80522880530000018 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.033295609982874765 0.065242879825118602 0.11369694093878142 0.067636355466279038 -0.081403706339539916 -0.10474450609926729 0.0032543462527224801 leaf_weight=6.9719387730583549 4.0445495769381523 2.8482436984777451 3.3403325304388991 6.6078440696001044 2.0704132616519928 70.493418443598785 leaf_count=37 9 8 8 21 8 1121 internal_value=0.000582612 0.00322449 0.00028593 -0.00245697 0.00446059 0.00017289 internal_weight=96.3767 89.4048 85.3603 82.0199 75.4121 72.5638 internal_count=1212 1175 1166 1158 1137 1129 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=7 num_cat=0 split_feature=20 4 3 3 0 15 split_gain=1.71514 1.08133e-06 5.32416e-07 2.84871e-07 5.47851e-07 2.42637e-07 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 6.5000000000000009 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075243552292372493 -0.075629891495997054 -0.075278721931828385 -0.075226816552605782 -0.075217287698562244 -0.07561257471838867 -0.075121827904265803 leaf_weight=1.0354901775717735 0.076764650875702833 1.1933993084821852 1.1330907885421764 0.065451871487311908 0.075514577096328139 0.2732009442988782 leaf_count=16 19 361 618 43 14 141 internal_value=-0.0348112 -0.0752597 -0.0752494 -0.0752946 -0.075429 -0.0752064 internal_weight=3.85291 2.81742 2.74066 1.33437 0.140966 1.40629 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=7 num_cat=0 split_feature=15 16 10 16 0 0 split_gain=0.74132 1.953 1.13229 3.00237 0.697215 2.5811 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 0.0041515000000000015 0.030394000000000001 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=-0.023775691552565127 -0.072969822483020905 0.052958326439959236 -0.063132799846472118 0.084310905486903384 0.093095828974119471 3.9384611821079369e-05 leaf_weight=10.042059954255818 3.9503451888449481 1.7894415352493522 2.475434203632175 4.5612012166529885 3.1323238369077435 61.558441961184144 leaf_count=89 94 96 50 195 64 624 internal_value=0.00102917 -0.0337103 0.0034677 0.00554686 0.000739619 0.00454517 internal_weight=87.5092 5.73979 81.7695 79.294 74.7328 64.6908 internal_count=1212 190 1022 972 777 688 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=7 num_cat=0 split_feature=5 20 0 5 5 3 split_gain=0.886882 0.919446 0.881775 1.42862 1.72648 2.70595 threshold=59.000000000000007 0.15581312665000005 0.0019160000000000004 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=-0.07672380727671993 -0.055195307128006535 0.045133543140030596 -0.054028898865655407 0.090071840269720163 -0.083988677427465741 0.005969296940341348 leaf_weight=1.4803031459450711 2.7769487276673317 4.7475563287734976 4.485415391623973 2.2647652439773074 3.5258385846391311 64.763446695520543 leaf_count=120 25 14 104 11 106 832 internal_value=-5.51792e-06 0.00136998 0.0033387 0.000694451 0.00417344 0.00132468 internal_weight=84.0443 82.564 79.787 75.0395 70.5541 68.2893 internal_count=1212 1092 1067 1053 949 938 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=7 num_cat=0 split_feature=20 19 19 19 21 19 split_gain=0.820149 2.13515 1.71887 1.84901 3.50151 1.94661 threshold=0.79922031560000006 0.76803983445000001 0.60557055170000018 0.48125046350000006 0.22161084545000001 0.41494021885000004 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=-0.13372521850114949 -0.041360770351969278 0.066504508568019594 -0.062749455241427735 0.074450177591657299 0.0045987071516934005 -0.11052627537506038 leaf_weight=1.939373794943094 4.4681207668036214 4.9327432997524729 4.3029383495450011 3.3856508433818808 74.836642653914168 1.498123213648795 leaf_count=22 16 11 14 10 1135 4 internal_value=0.000466915 0.00252303 -0.00114838 0.00209759 -0.00103193 0.0023393 internal_weight=95.3636 90.8955 85.9627 81.6598 78.2741 76.3348 internal_count=1212 1196 1185 1171 1161 1139 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=7 num_cat=0 split_feature=19 4 3 3 7 15 split_gain=1.56342 9.00986e-07 4.51571e-07 2.36933e-07 2.84248e-07 1.86007e-07 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 72.192781170150241 6.5000000000000009 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075218163049037612 -0.075589612707993747 -0.075259437320025269 -0.075208625403914708 -0.075222757718052258 -0.075522714175551398 -0.075112739969762449 leaf_weight=0.94041390344500542 0.07220038247760463 1.1062193160178142 1.0391158845741297 0.052999106817878672 0.078216497204266489 0.25122664103400905 leaf_count=16 19 361 618 44 13 141 internal_value=-0.0352756 -0.0752413 -0.0752313 -0.0752745 -0.0754016 -0.07519 internal_weight=3.54039 2.59998 2.52778 1.23743 0.131216 1.29034 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=7 num_cat=0 split_feature=13 10 9 6 6 6 split_gain=0.690186 0.952795 0.738908 2.30076 1.8343 1.89792 threshold=49199.500000000007 19.500000000000004 6.1041741653575761 116.30015375684312 84.811713194020484 97.504095962620923 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=0.004209299001483661 0.028061425727569603 -0.091717943959901557 0.061825271450783294 -0.0032678617863411384 -0.088537323152812972 0.001702104739071718 leaf_weight=48.875073025934398 1.0542836631648236 1.79443016462028 7.8672896439675268 17.527615662198514 4.7423370666801903 4.5831643342971811 leaf_count=517 39 36 268 299 21 32 internal_value=0.00101545 -0.0473887 0.00266493 0.0168979 -0.00354538 -0.0441877 internal_weight=86.4442 2.84871 83.5955 25.3949 58.2006 9.3255 internal_count=1212 75 1137 567 570 53 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=7 num_cat=0 split_feature=19 19 20 19 21 20 split_gain=0.894985 3.98989 1.39539 2.29344 1.8703 2.5979 threshold=0.41494021885000004 0.48125046350000006 0.79922031560000006 0.55174509755000012 0.53514027195000013 0.5731449982500002 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=-0.026035466565145434 0.11856255072897248 -0.13068808356209421 0.064356392562535947 -0.00086800846624748992 0.065991195412815937 -0.098954752286434355 leaf_weight=11.427991603501139 2.9210028871893883 1.3965112417936323 3.1376389265060416 57.067769362358376 3.8964073210954657 2.8343503326177588 leaf_count=49 6 4 8 1126 10 9 internal_value=-5.64933e-05 0.00411013 -0.00078234 -0.00391727 -0.00114233 -0.00550912 internal_weight=82.6817 71.2537 68.3327 65.195 63.7985 59.9021 internal_count=1212 1163 1157 1149 1145 1135 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=7 num_cat=0 split_feature=9 9 9 6 7 6 split_gain=0.836361 1.55114 1.46357 2.3206 1.75104 2.08532 threshold=7.8643666710854703 7.5590381203764272 6.3944237114723839 126.01722756410258 27.445755170591536 112.86773671905685 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0049662225828065697 -0.035445430717963106 0.052885150058841007 -0.072784901415395398 0.054906156767674942 0.04821672717063713 -0.034635198488534788 leaf_weight=56.846264088992029 6.0774236799916244 5.8022993915947145 5.8892124933190635 1.8768159225583074 14.346310960594566 3.8539361357688895 leaf_count=467 326 167 118 7 103 24 internal_value=0.000441226 0.00290242 -0.000599642 -0.0419258 0.00367691 0.0306727 internal_weight=94.6923 88.6148 82.8125 7.76603 75.0465 18.2002 internal_count=1212 886 719 125 594 127 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=1.43811 7.224e-07 3.50811e-07 1.95864e-07 3.6511e-07 1.59162e-07 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075201196714601778 -0.075547681012984369 -0.075274798268228763 -0.075176683695354393 -0.075187270450054924 -0.075535151557745553 -0.075195304190507239 leaf_weight=0.86423563584685326 0.067021356313490155 0.57496813754551135 1.1902867926546603 0.056105016381479689 0.065262219868600368 0.44820386433275416 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0354201 -0.075224 -0.0752147 -0.0752542 -0.0753743 -0.07524 internal_weight=3.26608 2.40185 2.33483 1.14454 0.121367 1.02317 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=7 num_cat=0 split_feature=15 3 5 9 10 0 split_gain=0.690984 1.19628 1.51253 1.19594 1.09297 0.987483 threshold=4.5000000000000009 15.500000000000002 44852.000000000007 7.9668410504619613 50.000000000000007 8.0202915000000008 decision_type=10 10 10 10 10 10 left_child=1 3 -3 5 -2 -1 right_child=4 2 -4 -5 -6 -7 leaf_value=0.0065168717188267382 -0.052033413295183274 0.074440089472298812 -0.024501967803516246 -0.071172880963127405 0.076971950748354098 -0.027939790680108725 leaf_weight=61.213912000879645 4.6180848972871891 4.7981267154682419 2.2788646025583148 2.3171063978224984 0.76562103815376747 9.6251058131456357 leaf_count=785 116 89 45 22 74 81 internal_value=0.000993468 0.00332059 0.0425797 -0.000477272 -0.0336875 0.00183514 internal_weight=85.6168 80.2331 7.07699 73.1561 5.38371 70.839 internal_count=1212 1022 134 888 190 866 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=7 num_cat=0 split_feature=10 10 10 13 10 6 split_gain=0.870925 1.64004 1.5155 0.972873 1.66456 1.07366 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=0.06779747059761887 -0.07610128361019497 0.057723060757019995 -0.092094258692744957 0.0037645973517017352 -0.086437275670458572 -0.050854734087119859 leaf_weight=2.0565291531383991 1.4779736519558344 4.8524855952709904 1.8318887827917922 65.872983129229397 2.2591615314595392 3.8069273782894006 leaf_count=24 136 74 102 715 90 71 internal_value=-3.09784e-05 0.00136255 -0.00224417 -1.97757e-05 -0.00195847 0.000780497 internal_weight=82.1579 80.68 75.8275 73.9956 71.9391 69.6799 internal_count=1212 1076 1002 900 876 786 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=7 num_cat=0 split_feature=21 21 20 21 21 21 split_gain=0.806988 2.9855 2.21256 1.38352 1.04566 1.88484 threshold=0.80522880530000018 0.62272809245000016 0.83018951285000009 0.22161084545000001 0.17844275080000002 0.14357116100000003 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=-0.0019152718081001888 0.03811744188057975 -0.10021203499366334 -0.10905854805927673 0.035734696731835526 -0.064732337622169248 0.09553694150469666 leaf_weight=67.304977682651952 5.336432233452796 2.9861355870962134 1.7721695695072401 11.707101300358771 2.5108930841088286 2.044988125562667 leaf_count=1138 16 12 9 27 5 5 internal_value=0.00035417 -0.00192738 0.00151169 0.00385648 -0.00133691 0.000958394 internal_weight=93.6627 88.3263 85.3401 83.568 71.8609 69.35 internal_count=1212 1196 1184 1175 1148 1143 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=1.33749 5.72148e-07 2.80766e-07 1.58854e-07 2.94452e-07 1.24433e-07 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075190134128408179 -0.075507281833511394 -0.075254664722194914 -0.075163650884147656 -0.075173124553878451 -0.075497481028059865 -0.075181628955959881 leaf_weight=0.80694583803415298 0.062044078600593688 0.53081384761026151 1.0909361586091106 0.051858881139196455 0.06080247275531292 0.41615807666676119 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0350156 -0.0752079 -0.0751993 -0.0752359 -0.0753482 -0.0752226 internal_weight=3.01956 2.21261 2.15057 1.05963 0.112661 0.946972 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=7 num_cat=0 split_feature=13 10 0 0 7 3 split_gain=0.608329 0.827516 0.686551 2.32717 2.24665 1.83828 threshold=49199.500000000007 19.500000000000004 0.068115000000000023 0.10875250000000002 74.755693581310894 3.5000000000000004 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0066741884984446824 0.025153423817989125 -0.090170554814985246 0.083952201637300619 -0.01233861894439779 -0.02766126037152878 0.066950538328613987 leaf_weight=41.613631697371602 1.0027034957893186 1.6396942664869127 4.007563989609479 25.71299828030169 2.7781617008149606 7.8744000014849007 leaf_count=413 39 36 58 353 17 296 internal_value=0.000817223 -0.0464089 0.0023393 0.0116297 0.00365964 0.042276 internal_weight=84.6292 2.6424 81.9868 40.3731 36.3656 10.6526 internal_count=1212 75 1137 724 666 313 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=7 num_cat=0 split_feature=7 7 4 14 8 9 split_gain=0.848666 1.58496 1.01487 1.275 0.881618 3.10939 threshold=79.447232184458983 83.094253985356048 343.00000000000006 2.5000000000000004 4.4954850976912946 6.0303165925932634 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=0.0059827496634176358 0.12389401182698495 -0.086498159184792964 -0.077700375289286402 0.069871869271269427 -0.0824789418884051 -0.00038051216000696596 leaf_weight=45.859368588542566 1.6785832345485676 0.85014457628130902 0.83770427387207758 1.9443614445626736 5.7070082281716195 24.070638657081872 leaf_count=379 3 14 50 62 124 580 internal_value=-3.77214e-06 0.0386377 0.062487 0.0254366 -0.00271695 -0.016115 internal_weight=80.9478 5.31079 4.46065 2.78207 75.637 29.7776 internal_count=1212 129 115 112 1083 704 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=7 num_cat=0 split_feature=0 0 4 4 7 7 split_gain=0.838698 1.74916 1.66596 1.82575 1.58345 1.30024 threshold=23.872839500000005 31.825229500000003 32495.000000000004 4433.0000000000009 77.236697455308359 80.773356357613224 decision_type=10 8 10 10 10 10 left_child=2 -2 3 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=0.0067149471340199251 -0.086825963778378951 -0.045485357892671448 0.085294535407769989 -0.064654864403850584 0.063734596298401044 -0.06810951717511661 leaf_weight=75.477927897591144 3.2773289568722221 2.8146797525696465 2.4147574943490318 4.025141774385701 2.512096930295229 2.3961163451895109 leaf_count=707 50 61 29 317 9 39 internal_value=0.000396867 -0.0293437 0.00343185 0.00101817 0.00602255 0.00441266 internal_weight=92.918 8.60411 84.3139 81.8992 5.32678 77.874 internal_count=1212 120 1092 1063 70 746 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=1.24104 4.55419e-07 2.34698e-07 1.33548e-07 2.47299e-07 9.38211e-08 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075175787053600618 -0.075469495430818795 -0.075235364128848237 -0.075150230031884979 -0.075157816492532711 -0.075467853406589305 -0.07516945906753407 leaf_weight=0.75094578228890896 0.057606066693552616 0.49080549826612685 1.0018742579341049 0.047323774953838438 0.056375858373939991 0.3857931547681801 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0347303 -0.0751923 -0.0751843 -0.0752191 -0.0753264 -0.0752064 internal_weight=2.79072 2.03978 1.98217 0.980298 0.1037 0.876599 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=7 num_cat=0 split_feature=20 20 0 0 7 0 split_gain=0.623465 0.879091 0.649598 1.09028 1.143 1.49168 threshold=0.18647970780000003 0.34650010530000003 40.875559000000003 30.036528000000001 82.432836039982377 4.6811795000000016 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=0.056564622377832108 -0.047979972228206276 0.0058048197232479495 -0.037735155061666706 0.051245475083858322 0.091494717376680676 -0.033082274546018767 leaf_weight=1.9616463612765072 3.7194936387240887 56.073624473065138 3.9489053953438988 4.562352903187274 1.3616878725588311 11.969947083853183 leaf_count=28 18 862 33 67 18 186 internal_value=0.000853821 -0.000484864 0.00178241 0.00389213 0.000779357 -0.00103604 internal_weight=83.5977 81.636 77.9165 73.9676 69.4053 68.0436 internal_count=1212 1184 1166 1133 1066 1048 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=7 num_cat=0 split_feature=0 0 5 5 3 8 split_gain=0.877198 1.52969 1.40175 1.53374 2.29695 1.44651 threshold=0.00019500000000000002 0.0019160000000000004 108.50000000000001 126.00000000000001 3.5000000000000004 4.4954850976912946 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.066324768625788497 0.064546826465575038 -0.054053632959521973 0.08360403378716097 -0.083018186936763202 0.067675302825372693 6.596028794448813e-05 leaf_weight=1.9431648845784355 3.6889840494841328 4.7383736623451105 2.2378388196229926 3.2157100285403422 3.3389010354876509 60.592256045958493 leaf_count=68 15 159 11 106 18 835 internal_value=4.00438e-05 0.00169734 -0.00143057 0.00216312 -0.000551099 0.00359696 internal_weight=79.7552 77.8121 74.1231 69.3847 67.1469 63.9312 internal_count=1212 1144 1129 970 959 853 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=7 num_cat=0 split_feature=0 8 8 4 4 7 split_gain=0.745287 1.64356 2.63372 1.48449 1.65457 1.15767 threshold=23.872839500000005 4.4954850976912946 4.9190838115666322 32495.000000000004 4433.0000000000009 76.473063496013751 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=0.0082634944530222357 -0.085564192041887102 0.098124204544227378 -0.049863001886515726 0.083351243310160111 -0.063359617645585911 -0.031434604834773013 leaf_weight=69.015812491765246 3.1260506324470017 1.9429721832275397 3.1560019915923476 2.2418452315032473 3.8227387598599298 8.2208862269762886 leaf_count=511 37 5 78 29 317 235 internal_value=0.00024421 -0.0284732 0.00652776 0.00307972 0.000859668 0.00403813 internal_weight=91.5263 8.22502 5.09897 83.3013 81.0594 77.2367 internal_count=1212 120 83 1092 1063 746 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=1.17653 3.57318e-07 1.90545e-07 1.17038e-07 2.08349e-07 7.33306e-08 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075167604305974037 -0.075433785515149662 -0.075217801226099043 -0.075139035410411725 -0.075146988740880119 -0.075442673207955224 -0.075157166906079001 leaf_weight=0.71924038976430893 0.053238070919178537 0.45443048333982006 0.9244618363736663 0.043784176406916231 0.052291565341874957 0.35548376984661445 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0336349 -0.0751784 -0.075171 -0.0752036 -0.0753079 -0.0751912 internal_weight=2.60293 1.88369 1.83045 0.90599 0.0960757 0.809914 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=7 num_cat=0 split_feature=15 16 3 5 10 10 split_gain=0.6026 1.71535 0.972261 1.35934 1.0634 1.69552 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 44852.000000000007 19.500000000000004 13.500000000000002 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=-0.00088055124981460588 -0.072310065594780606 0.056291603961649443 0.071688043495313394 -0.024335644005565652 -0.058463014765276426 0.087632782904966899 leaf_weight=65.773452986031771 3.4169766660779706 1.4892329187132416 4.4010151997208586 2.216853410936892 3.0354473877232513 2.2377731478773049 leaf_count=694 94 96 89 45 90 104 internal_value=0.000714843 -0.0332743 0.002862 0.039522 -0.00055282 0.0020318 internal_weight=82.5708 4.90621 77.6645 6.61787 71.0467 68.0112 internal_count=1212 190 1022 134 888 798 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 20 split_gain=0.79956 3.45331 1.31295 2.41067 2.11261 3.33249 threshold=0.41494021885000004 0.48125046350000006 0.60557055170000018 0.66260766915000013 0.76615868215000016 0.79922031560000006 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=-0.024768779023688164 0.1118712901976759 -0.056324961898787274 0.098942902523174059 -0.0026659542372085149 -0.12919601148501011 0.13755283854331793 leaf_weight=11.221884949132798 2.845599390566349 3.980727307498455 2.508430615067482 54.944570212450344 1.2612196803092945 1.7488971650600422 leaf_count=49 6 12 6 1132 3 4 internal_value=-5.72263e-05 0.00406393 -0.000696442 0.00296599 -0.00118814 0.00165956 internal_weight=78.5113 67.2894 64.4438 60.4631 57.9547 56.6935 internal_count=1212 1163 1157 1145 1139 1136 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=7 num_cat=0 split_feature=9 9 8 9 8 5 split_gain=0.690637 1.33453 1.26464 1.12058 2.11246 1.84131 threshold=7.8397116616035101 7.5590381203764272 6.6309332046157996 6.0876787784018074 5.2927476730057128 163.00000000000003 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=0.0027824303255225297 -0.033967386631023382 -0.0070324100919538658 0.093323245184345704 -0.034433654636499229 0.044079472860542424 -0.050389089716212365 leaf_weight=52.690834137611091 5.5025825867196536 2.1422199099324635 3.034294854849577 8.7206893824040872 10.888410060433669 7.4313438739627591 leaf_count=340 351 130 12 155 127 97 internal_value=0.000365191 0.00259017 0.0517926 -0.000604279 0.00355025 -0.00378978 internal_weight=90.4104 84.9078 5.17651 79.7313 71.0106 60.1222 internal_count=1212 861 142 719 564 437 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=1.09708 2.8338e-07 1.5531e-07 1.02323e-07 1.72872e-07 5.55051e-08 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075155333690829398 -0.075401818829497619 -0.075201325849111433 -0.075128724555474299 -0.075137276812231119 -0.075415269579734517 -0.075146484203634456 leaf_weight=0.67321666516363621 0.049377665505744628 0.4194275505724363 0.85260229150298983 0.040756368602160364 0.049584813881665468 0.32955289690289646 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0332531 -0.0751657 -0.0751588 -0.0751893 -0.0752899 -0.0751772 internal_weight=2.41452 1.7413 1.69192 0.839322 0.0903412 0.74898 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=7 num_cat=0 split_feature=20 0 4 0 0 20 split_gain=0.595306 0.762959 2.3772 3.73217 1.73471 1.25586 threshold=0.18647970780000003 0.0041515000000000015 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 0.34650010530000003 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 -3 -5 right_child=1 4 -4 5 -6 -7 leaf_value=0.054912520320505809 0.089884707963258509 0.065376908417937196 -0.083351568791444577 -0.060725664412087779 0.0004335166367395509 -7.9055387882687962e-06 leaf_weight=1.9782400894910095 3.6508466601371827 4.4603443359956136 4.2752360850572577 5.528623688966035 52.812869009561837 8.8748697899281961 leaf_count=28 57 139 18 31 887 52 internal_value=0.000724888 -0.000621751 -0.0163009 -0.000423401 0.0054912 -0.0233138 internal_weight=81.581 79.6028 22.3296 18.0543 57.2732 14.4035 internal_count=1212 1184 158 140 1026 83 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=7 num_cat=0 split_feature=10 10 10 5 2 3 split_gain=0.781347 1.28757 1.26209 0.923468 2.79374 1.86734 threshold=35.000000000000007 30.500000000000004 16.500000000000004 4118.5000000000009 8.5000000000000018 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=-0.0028659414049365499 -0.076009032824645051 0.055219959537946908 -0.089569529505337364 0.028747669597031136 -0.074625864022855218 0.06934610471728006 leaf_weight=51.666710942750797 1.3298801421769884 4.1865746621042481 1.6028175388928492 9.7440194608643633 5.1835593949072054 3.8476874046027651 leaf_count=517 136 74 102 120 234 29 internal_value=-1.83779e-05 0.0013073 -0.0018256 0.000170901 -0.00441661 0.00213906 internal_weight=77.5612 76.2314 72.0448 70.442 60.698 55.5144 internal_count=1212 1076 1002 900 780 546 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=7 num_cat=0 split_feature=5 4 4 4 9 8 split_gain=0.705791 0.739992 1.64747 0.842814 2.66782 2.49691 threshold=20561.500000000004 23996.500000000004 4433.0000000000009 1000.5000000000001 6.3944237114723839 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0033530497472116661 -0.062113882020066541 0.050687691679563177 -0.080371819698576902 0.025429280907239189 -0.082857193533797863 0.066923386099487003 leaf_weight=59.733607923146337 1.7785316173103627 2.9574338924139729 2.4878462934866539 13.151345526101066 3.8701821618014938 5.5231855660676947 leaf_count=405 83 48 265 313 66 32 internal_value=0.000252269 0.0015167 -0.000198846 0.00222534 -0.00218919 0.00259499 internal_weight=89.5021 87.7236 84.7662 82.2783 69.127 65.2568 internal_count=1212 1129 1081 816 503 437 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=7 num_cat=0 split_feature=19 4 3 9 15 6 split_gain=1.04555 2.51051e-07 1.35841e-07 8.48497e-08 4.04736e-08 5.76296e-08 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 7.195083969394811 6.5000000000000009 84.811713194020484 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075149471428549511 -0.075385559138303776 -0.07517004467910593 -0.075077376283028741 -0.075335632867937929 -0.07507186355367218 -0.075147199191133149 leaf_weight=0.65179433301091194 0.045589271583594493 0.74738753691781312 0.15939931836328469 0.032281684572808444 0.15410871907079127 0.45744394850044046 leaf_count=16 19 398 172 20 141 446 internal_value=-0.0315747 -0.0751543 -0.0751475 -0.0751769 -0.0751177 -0.0751292 internal_weight=2.248 1.59621 1.55062 0.779669 0.770952 0.616843 internal_count=1212 1196 1177 418 759 618 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=7 num_cat=0 split_feature=0 0 6 6 5 5 split_gain=0.527221 1.00549 0.542961 1.7503 1.54935 1.45508 threshold=40.875559000000003 33.972328000000012 83.77714566791245 102.89534848639566 743.50000000000011 154.00000000000003 decision_type=10 10 8 8 8 10 left_child=1 2 5 4 -4 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.0024760639690212683 -0.035600481288755724 0.088015331383162643 -0.09084154184623966 0.0033996429787934452 -0.0035320918934713431 0.044931140721624158 leaf_weight=23.051729504019022 3.8066421076655379 1.3516233265399922 4.1542995311319801 34.801770233782008 3.9793793964199731 9.0029797703027707 leaf_count=248 33 33 19 621 64 194 internal_value=0.000720625 0.00253171 0.000990952 -0.00636129 -0.0481256 0.0108389 internal_weight=80.1484 76.3418 74.9902 42.9354 8.13368 32.0547 internal_count=1212 1179 1146 704 83 442 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=7 num_cat=0 split_feature=5 5 7 7 7 0 split_gain=0.763195 1.63879 0.779951 1.39353 1.15092 0.948637 threshold=59.000000000000007 63.000000000000007 79.447232184458983 83.094253985356048 77.023319461921901 40.875559000000003 decision_type=8 8 10 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=-0.076533036430173826 0.12247277663707744 -0.0033281615097269582 0.062621527487047995 -0.085308661666218116 -0.061775825901335173 0.048821824836395605 leaf_weight=1.2834274796769012 1.0986415147781361 62.215944063849747 3.9537605845835051 0.75905394367873658 3.2042747960076658 3.6952971946448079 leaf_count=120 2 825 115 14 111 25 internal_value=-7.13099e-05 0.00123841 -0.000565686 0.0387956 -0.00324964 -0.000404386 internal_weight=76.2104 74.927 73.8283 4.71281 69.1155 65.9112 internal_count=1212 1092 1090 129 961 850 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=7 num_cat=0 split_feature=5 4 4 4 0 4 split_gain=0.616555 0.694063 6.18269 3.2404 3.01991 2.09765 threshold=20561.500000000004 219.50000000000003 255.00000000000003 176.00000000000003 0.10875250000000002 168.50000000000003 decision_type=10 8 8 8 8 8 left_child=1 3 -3 5 -4 -1 right_child=-2 2 4 -5 -6 -7 leaf_value=-0.010810463306822685 -0.059982649798778001 0.17349701262065353 -0.054821935845034753 -0.11755880624116395 0.0094399014510480397 0.10025688425153079 leaf_weight=16.82627967232839 1.6693899075617071 2.1441330015659323 8.44573701295303 2.6590365171432486 54.518651711463463 1.8915947675704945 leaf_count=210 83 4 219 31 661 4 internal_value=0.000211646 0.00137355 0.00650667 -0.0142606 0.000820131 0.000413803 internal_weight=88.1548 86.4854 65.1085 21.3769 62.9644 18.7179 internal_count=1212 1129 884 245 880 214 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=7 num_cat=0 split_feature=19 4 3 3 7 15 split_gain=0.966197 2.10253e-07 1.04335e-07 7.36235e-08 7.4007e-08 3.30265e-08 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 72.192781170150241 6.5000000000000009 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075138326015718071 -0.075361630868068144 -0.075152108124100447 -0.075120013506780298 -0.07513498322112723 -0.075334319937674796 -0.075066151995569125 leaf_weight=0.60281426645815372 0.042681437917053811 0.6418862862046808 0.56901449658471392 0.030902526050340384 0.046879635658115149 0.14231572547578253 leaf_count=16 19 361 618 44 13 141 internal_value=-0.0315157 -0.0751429 -0.0751364 -0.0751632 -0.0752551 -0.0751092 internal_weight=2.07649 1.47368 1.431 0.719668 0.0777822 0.71133 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=7 num_cat=0 split_feature=20 20 19 21 16 20 split_gain=0.534176 0.66685 0.674037 0.90139 1.09018 2.20431 threshold=0.18647970780000003 0.54665185890000012 0.2809201300000001 0.32816394200000004 2.0000000000000004 0.70258524785000009 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=0.051339421084357698 -0.034257729515431677 0.073577161167882418 -0.052629546620274359 -0.0001277550727536244 0.12146378504375598 -0.038399584489392055 leaf_weight=2.0165031799115241 5.5297039449214935 1.2842545248568056 3.0577812269330025 63.847186604281887 2.1258619921281929 1.4514185301959512 leaf_count=28 30 9 14 1032 92 7 internal_value=0.000529269 -0.000796266 0.00178198 0.000473806 0.00288211 0.056602 internal_weight=79.3127 77.2962 71.7665 70.4822 67.4245 3.57728 internal_count=1212 1184 1154 1145 1131 99 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=7 num_cat=0 split_feature=10 10 10 13 10 6 split_gain=0.727845 1.18016 1.13761 0.771573 1.29975 0.834246 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=0.067938711852670738 -0.075939110573218838 0.054389855846784241 -0.088362635010511559 0.0035422176869814234 -0.084344439578661015 -0.04734482597986045 leaf_weight=1.6422557067126033 1.2388511257595372 3.9703685333952299 1.4810353121720243 61.946188047295436 1.8391813039779652 3.3984023272059849 leaf_count=24 136 74 102 715 90 71 internal_value=7.91945e-05 0.00134708 -0.00164834 0.000217623 -0.00143777 0.000895715 internal_weight=75.5163 74.2774 70.3071 68.826 67.1838 65.3446 internal_count=1212 1076 1002 900 876 786 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.609783 1.21044 1.19391 1.68371 2.08129 2.70926 threshold=0.22161084545000001 0.32816394200000004 0.48408422815000002 0.51159595590000018 0.76803983445000001 0.89730301130000012 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=-0.028921503898280798 0.056730493870144505 -0.039854170159113467 0.057881882224524721 -0.1028429527400393 0.12079393823382548 -0.0012051577457733891 leaf_weight=6.643256212468259 3.9295610561966896 6.9007809534668922 5.3086062297224998 1.9352807775139806 1.8765135183930397 60.737076112098293 leaf_count=37 9 22 16 8 4 1116 internal_value=0.000200203 0.00259788 -0.000173389 0.00374643 -0.000705764 0.00245112 internal_weight=87.3311 80.6878 76.7583 69.8575 64.5489 62.6136 internal_count=1212 1175 1166 1144 1128 1120 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=7 num_cat=0 split_feature=20 4 3 3 0 0 split_gain=0.924671 1.68917e-07 8.60504e-08 5.98377e-08 9.69801e-08 2.74857e-08 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.07513478208783049 -0.075335641210290238 -0.07516008044385869 -0.075100265713567621 -0.075105562845262874 -0.075339179185913929 -0.07511679209961164 leaf_weight=0.58628743141889572 0.039630348968784923 0.33137904363684356 0.65167784992081579 0.031513503869064152 0.040743761463090777 0.26315994624746963 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0298226 -0.0751322 -0.0751261 -0.0751514 -0.0752373 -0.0751409 internal_weight=1.94439 1.3581 1.31847 0.666796 0.0722573 0.594539 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=7 num_cat=0 split_feature=15 16 3 7 4 4 split_gain=0.546012 1.43413 0.825502 1.15031 1.10509 2.58037 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 73.883603989971604 6106.0000000000009 2341.0000000000005 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=-0.0014381751124204058 -0.071316235880541243 0.054957253586183377 -0.031845816898803246 0.063865906317688681 -0.042376940586358242 0.093418841322044421 leaf_weight=59.330004123970866 3.0516438868362448 1.2753024441190062 1.7400759570300568 4.5108683926519006 5.8311554542742661 3.0134150423109523 leaf_count=605 94 96 33 101 152 131 internal_value=0.000434376 -0.034099 0.00244208 0.0372226 -0.000746961 0.00314681 internal_weight=78.7525 4.32695 74.4255 6.25094 68.1746 62.3434 internal_count=1212 190 1022 134 888 736 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=7 num_cat=0 split_feature=5 5 4 5 4 8 split_gain=0.705476 1.41336 0.700643 2.44492 0.90008 1.62175 threshold=59.000000000000007 63.000000000000007 126.00000000000001 108.50000000000001 168.50000000000003 4.3707218560531276 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=-0.076422442004368152 0.11654407246599877 0.035898759106938703 -0.091142197283083204 -0.085905327838956241 0.065423883728299201 -0.0013976405659125541 leaf_weight=1.1865459294058371 1.0490865111351002 4.9630874060094348 3.0087906131520858 1.1679644677788008 3.8685311805456868 59.415600696956972 leaf_count=120 2 33 85 25 42 905 internal_value=7.02559e-05 0.00130557 -0.000363703 -0.00303153 0.00108171 0.00268713 internal_weight=74.6596 73.4731 72.424 67.4609 64.4521 63.2841 internal_count=1212 1092 1090 1057 972 947 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=7 num_cat=0 split_feature=20 19 19 19 21 20 split_gain=0.688999 1.4255 1.35802 1.27638 2.77008 1.66815 threshold=0.79922031560000006 0.76803983445000001 0.60557055170000018 0.48125046350000006 0.22161084545000001 0.66340245080000015 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=-0.12501276158483243 -0.03859668414461695 0.055070731926882568 -0.057502231709076458 0.062591203845918306 0.00020405306503839738 0.11381231066960713 leaf_weight=1.7502340947976334 4.3453080076724282 4.8126516416668883 4.0348258651792994 3.3284197971224776 67.204968663747422 1.3177968189120282 leaf_count=22 16 11 14 10 1136 3 internal_value=0.000213532 0.00225895 -0.00101484 0.0020818 -0.000784181 0.00238891 internal_weight=86.7942 82.4489 77.6362 73.6014 70.273 68.5228 internal_count=1212 1196 1185 1171 1161 1139 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=7 num_cat=0 split_feature=19 4 2 0 5 0 split_gain=0.864699 1.37614e-07 6.01655e-08 3.7941e-08 4.71513e-08 3.4455e-08 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 3.0273270000000005 126.00000000000001 23.872839500000005 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.075125771090130314 -0.075312463638036009 -0.075110937858836518 -0.075093040471331515 -0.075141762864453274 -0.075305304494396264 -0.075162580189681957 leaf_weight=0.5514252670109272 0.036890575720462615 0.29141793839517049 0.57812265126995044 0.28030897944699973 0.034225643670652062 0.033441046252846718 leaf_count=16 19 295 742 97 17 26 internal_value=-0.0292428 -0.0751222 -0.0751164 -0.0751376 -0.0751598 -0.0752348 internal_weight=1.80583 1.25441 1.21752 0.639394 0.347976 0.0676667 internal_count=1212 1196 1177 435 140 43 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=7 num_cat=0 split_feature=13 4 8 9 6 4 split_gain=0.508694 0.782505 0.523463 0.797866 1.5318 1.49503 threshold=49199.500000000007 2172.0000000000005 7.5455085648100599 6.1041741653575761 84.811713194020484 1000.5000000000001 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0043104405025535617 -0.086076086340569083 0.044701821256515298 -0.044704354434235517 0.076243533934691229 -0.041854348266023057 0.0066847592386110981 leaf_weight=45.917928513139486 1.5369023056700819 0.65146792260929931 2.3494869419373563 3.8814525138586786 8.5214219205081445 15.151851106202228 leaf_count=517 36 39 46 63 53 458 internal_value=0.000388269 -0.0471441 0.00176014 0.00324597 -0.00291576 0.0208698 internal_weight=78.0105 2.18837 75.8221 73.4727 54.4394 19.0333 internal_count=1212 75 1137 1091 570 521 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 6 split_gain=0.660133 1.18596 1.08144 1.39795 1.39376 2.0704 threshold=60.179807500000003 66049.000000000015 115150.00000000001 14.500000000000002 6106.0000000000009 84.811713194020484 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0023126839440513833 0.066200815077683314 -0.097239369239271733 0.074090326318138097 -0.052234202022425583 -0.078713462853029798 0.077288476815991297 leaf_weight=58.134635553433327 1.477911022491752 1.2662214385345567 1.9370999615639437 5.0660423757508388 1.0373133784160007 4.7297549704089761 leaf_count=855 12 20 39 129 56 101 internal_value=4.16845e-05 -0.00131311 0.00039994 -0.00166981 0.00233887 0.0492287 internal_weight=73.649 72.1711 70.9048 68.9677 63.9017 5.76707 internal_count=1212 1200 1180 1141 1012 157 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=7 num_cat=0 split_feature=20 19 19 19 21 19 split_gain=0.601208 1.22133 1.20259 1.08602 2.46509 1.4826 threshold=0.79922031560000006 0.76803983445000001 0.60557055170000018 0.48125046350000006 0.22161084545000001 0.41494021885000004 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=-0.12003063101312442 -0.036224068061413019 0.051201928752881598 -0.054789943936899982 0.057831006148772096 0.0043722672935322662 -0.10268070955758435 leaf_weight=1.688246360979974 4.2990144174545994 4.7779413610696784 3.9299147725105277 3.3251008391380301 66.708242947497638 1.3192608505487431 leaf_count=22 16 11 14 10 1135 4 internal_value=0.00022602 0.00214286 -0.000902466 0.00199691 -0.0006661 0.00229618 internal_weight=86.0477 81.7487 76.9708 73.0409 69.7158 68.0275 internal_count=1212 1196 1185 1171 1161 1139 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=7 num_cat=0 split_feature=19 3 0 0 0 5 split_gain=0.797436 8.34394e-08 3.83079e-08 7.41794e-08 4.1886e-08 5.42956e-08 threshold=1.0000000180025095e-35 3.5000000000000004 0.00019500000000000002 3.9500000000000005e-05 3.0273270000000005 154.00000000000003 decision_type=8 10 8 10 8 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.075116114340657084 -0.075129352911347147 -0.075084709800078878 -0.075089349015657919 -0.075312955340836762 -0.075132762343415649 -0.075250560713014988 leaf_weight=0.50894783809781075 0.059749505366198497 0.55010091329313582 0.18291814008262008 0.034834537655115128 0.28261547803413123 0.045415610657073557 leaf_count=16 62 759 229 5 114 27 internal_value=-0.0291802 -0.0751129 -0.0751385 -0.075197 -0.0751277 -0.0751491 internal_weight=1.66458 1.15563 0.605533 0.094584 0.510949 0.328031 internal_count=1212 1196 437 67 370 141 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=7 num_cat=0 split_feature=15 16 3 3 0 4 split_gain=0.487412 1.34763 0.718294 1.11275 0.995624 1.81242 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 8.0202915000000008 395.00000000000006 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=0.0043191977478646967 -0.070524060811227515 0.055742158505269285 0.07897049699747373 -0.0078832119682070764 0.018319260244449406 -0.071013320667989877 leaf_weight=58.221985845360905 2.8581547159701577 1.200232991017401 2.9729518340900531 2.9277986697852612 4.1053332760930044 5.0831955354660749 leaf_count=803 94 96 68 66 36 49 internal_value=0.000552339 -0.0331819 0.00241981 0.0358759 -0.000508758 -0.0311005 internal_weight=77.3697 4.05839 73.3113 5.90075 67.4105 9.18853 internal_count=1212 190 1022 134 888 85 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=7 num_cat=0 split_feature=5 5 7 7 0 5 split_gain=0.645957 1.27287 0.631519 1.25618 1.10281 1.89763 threshold=59.000000000000007 63.000000000000007 79.447232184458983 83.094253985356048 2.7156310000000006 126.00000000000001 decision_type=8 8 10 10 8 8 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.076312444274633046 0.11244886240028205 -0.024677663818500863 0.059264476096062252 -0.084972828185744087 0.10569165772795737 0.00083440322054795062 leaf_weight=1.0961921461857844 1.0109895467758168 17.336668818228645 3.7291948180645695 0.72045553103089321 1.7915440723299969 47.101154600270092 leaf_count=120 2 603 115 14 7 351 internal_value=-0.000128523 0.00103638 -0.000557255 0.0359106 -0.00300736 0.00467662 internal_weight=72.7862 71.69 70.679 4.44965 66.2294 48.8927 internal_count=1212 1092 1090 129 961 358 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=7 num_cat=0 split_feature=5 10 0 0 8 3 split_gain=0.577673 1.2805 0.788244 3.38994 4.03673 3.28942 threshold=4795.5000000000009 41.000000000000007 0.16056050000000002 0.19793400000000003 4.4954850976912946 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.0044091484099248414 -0.054692414012135621 0.06678653137058442 0.18999528511367939 0.080196404646885891 0.039714406818646138 -0.075782554234397156 leaf_weight=54.645275651768316 4.4598792839678927 1.0773216618690638 1.0835517947562063 1.6772301644086853 15.515132893808184 6.9732206165790558 leaf_count=541 224 30 57 12 265 83 internal_value=0.000177841 -0.0310574 0.00234265 0.0169552 0.00919629 -0.0455399 internal_weight=85.4316 5.5372 79.8944 25.2491 24.1656 8.65045 internal_count=1212 254 958 417 360 95 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.743894 8.80917e-08 4.48536e-08 2.7185e-08 4.44345e-08 1.67031e-08 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075108110591184621 -0.075268934945993612 -0.075128745855351106 -0.075078387159722301 -0.075085029689830052 -0.075262879016767273 -0.075090724619946397 leaf_weight=0.47787716798484325 0.031705963949206883 0.26531925724702887 0.50430389216126059 0.024929183477070183 0.032184763113036752 0.20467781563638709 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0285224 -0.0751048 -0.0750997 -0.0751201 -0.0751853 -0.0751122 internal_weight=1.541 1.06312 1.03141 0.527111 0.0571139 0.469997 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=7 num_cat=0 split_feature=20 2 4 2 2 4 split_gain=0.461312 0.625475 2.3078 2.66392 1.76549 1.64824 threshold=0.18647970780000003 3.5000000000000004 219.50000000000003 1.5000000000000002 4.5000000000000009 467.50000000000006 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=0.047343815941157372 -0.011233516671059336 0.084153171451870165 -0.062164440263905045 0.062051163961071909 -0.093543502740208367 0.008086722185321733 leaf_weight=2.0549695543013513 28.272067207843065 2.8943956829607478 6.7959181554615489 6.0155415199697009 1.6905059516429926 28.481365396641195 leaf_count=28 239 41 37 75 8 784 internal_value=0.000607047 -0.000688204 -0.00892786 0.00162381 0.00954924 0.00239246 internal_weight=76.2048 74.1498 41.0835 34.2876 33.0663 30.1719 internal_count=1212 1184 351 314 833 792 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=7 num_cat=0 split_feature=19 19 21 20 21 21 split_gain=0.620258 2.59952 1.10521 1.00852 1.76621 1.71096 threshold=0.41494021885000004 0.48125046350000006 0.62272809245000016 0.79922031560000006 0.35318554730000001 0.80522880530000018 decision_type=8 8 10 10 8 10 left_child=2 -2 -1 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.051345214380715723 0.10044009374798724 -0.055324922090854135 0.012283835426225735 0.054945119982504058 0.004967408423048463 -0.1309984297386407 leaf_weight=5.9503286215476674 2.6540340557694435 5.9508040845394135 5.0436900705099106 3.078219696879386 48.218568599986611 0.94361792504787345 leaf_count=35 6 16 14 8 1128 5 internal_value=-0.000294816 0.00365494 -0.0221543 -0.00075932 -0.00387057 0.00235768 internal_weight=71.8393 60.8452 10.994 58.1912 55.113 49.1622 internal_count=1212 1163 49 1157 1149 1133 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=7 num_cat=0 split_feature=9 9 8 9 0 8 split_gain=0.582216 0.974981 1.10448 0.991086 1.71913 1.62983 threshold=7.8397116616035101 7.5590381203764272 6.6309332046157996 6.0876787784018074 10.015603000000002 5.2927476730057128 decision_type=10 10 10 10 8 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=-0.0029556476959477491 -0.034025536276076435 -0.011816031208435281 0.089494894033611605 -0.063138345600708481 0.039160826833271142 0.041057025442880923 leaf_weight=57.160568347899243 4.6869050762325051 1.8297636492643494 2.6124554499983788 5.706329230917615 2.306801389902831 9.8659006669186038 leaf_count=437 351 130 12 139 16 127 internal_value=0.000224222 0.00224387 0.0477646 -0.000450881 -0.0336887 0.00352276 internal_weight=84.1687 79.4818 4.44222 75.0396 8.01313 67.0265 internal_count=1212 861 142 719 155 564 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=7 num_cat=0 split_feature=19 4 3 3 7 19 split_gain=0.692545 7.21586e-08 3.55176e-08 2.09207e-08 2.06634e-08 1.04959e-08 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 72.192781170150241 0.76803983445000001 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075101622366930146 -0.075250788720539752 -0.075124123228969636 -0.075072561570081242 -0.075093334987380633 -0.075221637724128265 -0.07509198984888002 leaf_weight=0.44660652056336403 0.029626130708493292 0.16224453991162591 0.46541736999643035 0.020781442726729438 0.031700324267148972 0.27216799126472324 leaf_count=16 19 66 759 44 13 295 internal_value=-0.0281404 -0.0750971 -0.0750923 -0.0751112 -0.0751708 -0.075104 internal_weight=1.42854 0.981938 0.952312 0.486894 0.0524818 0.434413 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=7 num_cat=0 split_feature=21 21 19 21 20 21 split_gain=0.477268 1.0919 1.39108 0.949403 0.882082 1.09866 threshold=0.88726092775000021 0.77990823500000006 0.2809201300000001 0.32816394200000004 0.54665185890000012 0.5633073943500001 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=0.082400090673125148 0.057701699551186064 -0.070499161055493059 -0.043509502917700907 -0.08519664275722548 0.07851068826217264 0.0027014485073563856 leaf_weight=2.0738145159557462 1.440512891858815 2.1582269519567481 4.8243483826518059 1.4554181545972822 1.4905304051935662 61.949300461565144 leaf_count=31 10 9 24 6 12 1120 internal_value=0.000694012 -0.000416448 0.00169035 -0.000710365 0.00247135 0.000683799 internal_weight=75.3922 73.9516 71.7934 69.7196 64.8952 63.4047 internal_count=1212 1202 1193 1162 1138 1126 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=7 num_cat=0 split_feature=21 21 19 20 21 19 split_gain=0.646974 1.89527 2.29256 3.14359 0.63936 1.58026 threshold=0.80522880530000018 0.68286743350000012 0.2809201300000001 0.79922031560000006 0.53514027195000013 0.76803983445000001 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=-0.085559332899597579 -0.033285126099311273 0.078050159929111115 -7.6843701843137802e-05 0.10506250272246637 0.046672689104139076 -0.071452453994652276 leaf_weight=3.0702619305811822 5.4653553888201705 3.162694238126277 50.886566082161153 2.8750770613551131 2.5643459483981124 3.3032750859856597 leaf_count=29 16 9 1136 7 7 8 internal_value=-0.000223553 0.00251995 -0.00128995 0.00304901 -0.00211883 -0.00442772 internal_weight=71.3276 65.8622 62.6995 59.6293 56.7542 54.1898 internal_count=1212 1196 1187 1158 1151 1144 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=7 num_cat=0 split_feature=21 21 20 19 21 19 split_gain=0.592652 2.75818 1.76903 1.66626 2.22939 1.53265 threshold=0.80522880530000018 0.62272809245000016 0.83018951285000009 0.60557055170000018 0.53514027195000013 0.83003775260000012 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=0.046044916129259407 0.032759813557870436 -0.099030719357784236 -0.10156311023160672 -0.0021502947992304293 -0.12386121132873625 0.072358508029939428 leaf_weight=8.285562531789763 5.1918172836303702 2.8309339582920066 1.6286903806030739 60.814624514459865 1.4572727903723706 2.8920514285564414 leaf_count=37 16 12 9 1127 4 7 internal_value=4.59958e-05 -0.00213403 0.0015196 0.00380538 -0.00156535 0.00123213 internal_weight=83.101 77.9091 75.0782 73.4495 65.1639 63.7067 internal_count=1212 1196 1184 1175 1138 1134 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.652604 5.78607e-08 2.77368e-08 1.68524e-08 2.7278e-08 1.12962e-08 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075097472282124059 -0.075232748656725079 -0.075110716965055668 -0.075067297974699354 -0.075072857303153218 -0.075223916118899781 -0.075076859208684815 leaf_weight=0.42436720803380013 0.027481427066959441 0.2272962047427427 0.43178104214530322 0.021121530618984252 0.027542394469492137 0.17395605015917681 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0272965 -0.0750899 -0.0750854 -0.0751028 -0.0751584 -0.075096 internal_weight=1.33355 0.909179 0.881697 0.449916 0.0486639 0.401252 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.476893 1.5483 1.38612 1.01701 1.27463 1.85496 threshold=0.0041515000000000015 0.030394000000000001 3.9500000000000005e-05 0.048128000000000004 0.055514500000000008 0.068115000000000023 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=0.0098966523692307073 0.064731529358856107 -0.041932609866409391 -0.069989535715228535 0.067866596248702116 -0.067100914836083492 0.0053647362240837482 leaf_weight=5.6823514215648157 3.9062901656143358 5.3318535280413917 3.5158860082738101 2.9397068545222274 3.801030943170189 49.981548535637558 leaf_count=63 140 59 30 31 27 862 internal_value=0.000692345 0.00366697 -0.0206386 -0.00017703 0.00374796 0.000243298 internal_weight=75.1587 65.9604 9.19824 62.0541 56.7223 53.7826 internal_count=1212 1119 93 979 920 889 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=7 num_cat=0 split_feature=5 5 4 5 4 8 split_gain=0.593265 1.13621 0.601318 2.183 0.819327 1.27059 threshold=59.000000000000007 63.000000000000007 126.00000000000001 108.50000000000001 168.50000000000003 4.3707218560531276 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=-0.07623755442728046 0.10872661928886931 0.033319584308823362 -0.090077395284993797 -0.085409985159462021 0.05938498099257699 -0.0013961747283788713 leaf_weight=1.0111351287923742 0.96399709582328696 4.8580035381019107 2.7655439889058462 1.0839875452220429 3.6626327466219655 56.397197172278538 leaf_count=120 2 33 85 25 42 905 internal_value=-0.000188557 0.000914187 -0.000597153 -0.0031753 0.000755296 0.00231045 internal_weight=70.7425 69.7314 68.7674 63.9094 61.1438 60.0598 internal_count=1212 1092 1090 1057 972 947 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=7 num_cat=0 split_feature=10 9 9 9 9 6 split_gain=0.539047 0.859282 1.23827 0.920089 1.37105 2.31277 threshold=41.000000000000007 7.8397116616035101 7.9966239479282715 7.5590381203764272 6.3944237114723839 126.01722756410258 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=0.0025530499695357312 0.05235989516897778 -0.073413178121310027 0.06928934035264922 0.049953162048273249 -0.092892891012577666 0.046213537507127048 leaf_weight=67.43533901264891 1.9184715035371471 3.2324983977887309 0.74895196984289203 3.6674898122437289 3.8027885146439067 1.7430086284875868 leaf_count=594 119 291 34 66 101 7 internal_value=-2.78085e-05 -0.0012743 -0.0465694 0.00107852 -0.00137756 -0.0491726 internal_weight=82.5485 80.6301 3.98145 76.6486 72.9811 5.5458 internal_count=1212 1093 325 768 702 108 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.6008 5.16357e-08 2.21033e-08 1.37548e-08 2.19355e-08 9.30905e-09 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075090726540202227 -0.075222546405401908 -0.075102787736254284 -0.075062316290952613 -0.075067771988867521 -0.075208489035387405 -0.075070821267638116 leaf_weight=0.3903622729703784 0.025933259166777134 0.2107061869755853 0.39669998692988884 0.019564300862839445 0.025538258254528046 0.16048637239146046 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0273956 -0.0750836 -0.0750792 -0.0750953 -0.0751474 -0.075089 internal_weight=1.22929 0.838928 0.812995 0.416295 0.0451026 0.371193 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=7 num_cat=0 split_feature=10 13 2 7 0 6 split_gain=0.483674 1.62804 0.781814 2.00136 2.22865 0.999734 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 74.604207371536532 2.7156310000000006 126.10525902765018 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=-0.002239730057410844 0.056202613243508281 -0.078006030964018452 0.081370358419841068 0.073341186557038071 -0.082319986506526679 0.0093023702587089179 leaf_weight=58.450605285353959 1.3600572934374202 2.6947191138751805 1.9425059212371687 5.0912227117223665 2.9295055083930492 2.0066858837381005 leaf_count=606 109 101 93 231 33 39 internal_value=0.000594689 -0.0329896 0.00252846 0.0258121 -0.00936624 -0.0450732 internal_weight=74.4753 4.05478 70.4205 11.9699 6.8787 4.93619 internal_count=1212 210 1002 396 165 72 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=0.571393 1.07186 1.05181 1.55943 1.50216 3.12833 threshold=60.179807500000003 66049.000000000015 10692.000000000002 13.500000000000002 6106.0000000000009 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=0.0057358244390952407 0.063655933259381639 -0.095487200642936768 0.043902777194358616 -0.068344521208420259 0.051551052846589923 -0.061665306590219841 leaf_weight=45.429300952004269 1.3767414512112726 1.1900662910193194 5.1019656825810662 3.4824750571278846 5.2540801444556555 8.1164790661714488 leaf_count=416 12 20 105 96 144 419 internal_value=-0.000129995 -0.0014106 0.000250875 -0.00332495 0.000525897 -0.00448085 internal_weight=69.9511 68.5744 67.3843 62.2823 58.7999 53.5458 internal_count=1212 1200 1180 1075 979 835 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.572811 0.956355 1.00158 1.3151 1.61384 2.19305 threshold=0.22161084545000001 0.32816394200000004 0.48408422815000002 0.51159595590000018 0.76803983445000001 0.89730301130000012 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=-0.029000981860894427 0.051899612417211263 -0.037377646497486615 0.052199681439240801 -0.098036449930775621 0.11234041541609255 -0.0012157586238589291 leaf_weight=6.293920596013777 3.7111603952944279 6.5688156187534332 5.1278751343488693 1.6517954245209692 1.7534054107964039 56.578480116848368 leaf_count=37 9 22 16 8 4 1116 internal_value=-1.85976e-05 0.00240094 -0.000161789 0.00359275 -0.000562547 0.00219764 internal_weight=81.6855 75.3915 71.6804 65.1116 59.9837 58.3319 internal_count=1212 1175 1166 1144 1128 1120 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=7 num_cat=0 split_feature=19 0 0 3 0 5 split_gain=0.558083 2.8172e-08 2.79563e-08 1.55498e-08 1.32672e-08 1.85208e-08 threshold=1.0000000180025095e-35 0.00019500000000000002 3.9500000000000005e-05 3.5000000000000004 3.0273270000000005 154.00000000000003 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075084103779062494 -0.075089360124318619 -0.07506056152877677 -0.075223625597638552 -0.075057140568629596 -0.075089807025858477 -0.0751732159702721 leaf_weight=0.36431209277361631 0.041213446733308956 0.12325773783959448 0.024863539263606071 0.36219468938361388 0.18942924714065157 0.030974609078839421 leaf_count=16 62 229 5 759 114 27 internal_value=-0.0269314 -0.0750774 -0.0751399 -0.0750716 -0.0750868 -0.0751015 internal_weight=1.13625 0.771933 0.066077 0.705856 0.343662 0.220404 internal_count=1212 1196 67 1129 370 141 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=7 num_cat=0 split_feature=20 0 2 6 3 7 split_gain=0.460693 0.561301 1.66019 2.4962 1.96872 1.94961 threshold=0.18647970780000003 4.6811795000000016 3.5000000000000004 84.811713194020484 1.5000000000000002 48.913753766648341 decision_type=8 8 10 10 8 8 left_child=-1 2 4 -4 -2 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.047449284508295164 0.0042388284046646517 -0.011279638400727477 0.084932642694009144 -0.06570797389217474 -0.066419532488692243 0.027550602280858729 leaf_weight=2.0398170901462436 19.14683618396521 29.603105389745906 5.6386090274900225 2.990114534273741 4.9660228639841071 8.9555568707874045 leaf_count=28 222 365 161 17 24 395 internal_value=0.000591128 -0.000749429 0.00672655 0.0300927 -0.0103132 0.0042071 internal_weight=73.3401 71.3002 41.6971 17.5843 24.1129 11.9457 internal_count=1212 1184 819 573 246 412 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=7 num_cat=0 split_feature=20 21 21 20 19 19 split_gain=0.560035 0.621901 2.29379 1.88813 0.844975 2.11923 threshold=0.15581312665000005 0.53514027195000013 0.49659266935000007 0.79922031560000006 0.51159595590000018 0.41494021885000004 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=-0.048526048787891921 -0.0026243070149376715 0.022444309987294003 -0.11400439940032979 0.085690126143713949 -0.037609746956516282 0.11624006672851664 leaf_weight=2.3048808416351676 42.37374758272199 11.787170015275477 1.7965425774455059 2.5016280040144911 6.2882361337542525 1.554989606142043 leaf_count=25 1122 33 6 7 16 3 internal_value=-6.83514e-05 0.00161619 -0.00288723 0.000899421 -0.00332455 0.00158325 internal_weight=68.6072 66.3023 54.5151 52.7186 50.217 43.9287 internal_count=1212 1187 1154 1148 1141 1125 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.478988 0.837802 0.847178 1.14678 1.45188 1.95442 threshold=0.22161084545000001 0.32816394200000004 0.48408422815000002 0.51159595590000018 0.76803983445000001 0.89730301130000012 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=-0.026670955825679379 0.048590732254855343 -0.034745872664524821 0.048549204000293694 -0.095960692129364034 0.10732327744923419 -0.0013822139477152034 leaf_weight=6.2588571860687807 3.6893020942807198 6.4823553450405598 5.1278990879654884 1.5592963322997091 1.7042624056339264 55.993948788353009 leaf_count=37 9 22 16 8 4 1116 internal_value=-9.97728e-05 0.0021308 -0.000287852 0.0031814 -0.000744543 0.00182868 internal_weight=80.8159 74.5571 70.8678 64.3854 59.2575 57.6982 internal_count=1212 1175 1166 1144 1128 1120 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.521612 3.31494e-08 1.42283e-08 8.79866e-09 1.35893e-08 5.67352e-09 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.07507954656244091 -0.075191675916901179 -0.075088085201295174 -0.075053080528909813 -0.075057871364890227 -0.075178400774003284 -0.075061137982896375 leaf_weight=0.34252521488815546 0.022333888715365902 0.17938816189416684 0.33447329542104853 0.016284911427646875 0.021979985293000937 0.1384184440394165 leaf_count=16 19 130 759 43 14 231 internal_value=-0.026341 -0.0750718 -0.0750679 -0.0750818 -0.0751271 -0.0750763 internal_weight=1.0554 0.712879 0.690545 0.356072 0.0382649 0.317807 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=7 num_cat=0 split_feature=15 16 10 16 5 20 split_gain=0.492781 1.18693 0.721241 1.36582 0.530032 0.496338 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 27335.500000000004 0.18647970780000003 decision_type=10 10 10 10 10 8 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.050664607814415452 -0.070863735595495872 0.05591164784509764 -0.061629348868076389 0.086181356940341458 -0.05177748818869974 -0.00047569015297853649 leaf_weight=1.9574189586564896 2.6261198499705634 1.0274462453089657 1.7115115611813951 2.5824023423483591 0.31214776355773199 62.309527507983148 leaf_count=14 94 96 50 188 7 763 internal_value=0.000576268 -0.0352123 0.00247478 0.00410837 0.0713039 0.00108192 internal_weight=72.5266 3.65357 68.873 67.1615 2.89455 64.2669 internal_count=1212 190 1022 972 195 777 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=7 num_cat=0 split_feature=5 5 7 7 7 4 split_gain=0.554001 0.998518 0.50716 1.06581 0.83759 0.645537 threshold=59.000000000000007 63.000000000000007 79.447232184458983 83.094253985356048 77.023319461921901 343.00000000000006 decision_type=8 8 10 10 10 10 left_child=-1 -2 4 5 -3 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.076171294647746551 0.10486120293281823 -0.0002246678842058524 0.10680200875384693 -0.083675912356541232 -0.058070095138671618 0.019182512728546434 leaf_weight=0.94265723461285134 0.91352167725562949 59.333865579101257 1.4420572519302362 0.65196680836379517 2.6134449031378599 2.0168757219798863 leaf_count=120 2 850 3 14 111 112 internal_value=-4.3502e-05 0.00102803 -0.000407882 0.0336056 -0.00266506 0.0557118 internal_weight=67.9144 66.9717 66.0582 4.1109 61.9473 3.45893 internal_count=1212 1092 1090 129 961 115 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=7 num_cat=0 split_feature=10 5 9 0 0 8 split_gain=0.475951 1.07042 0.775276 0.690277 3.07262 2.81409 threshold=41.000000000000007 4795.5000000000009 6.0303165925932634 0.16056050000000002 0.24219000000000004 4.4954850976912946 decision_type=10 10 10 10 10 10 left_child=1 3 -3 -1 -5 -6 right_child=-2 2 -4 4 5 -7 leaf_value=-0.0048746644415067339 0.051064104284556516 0.051652961230722341 -0.07062019548508712 0.1270554973579773 -0.042906209661345646 0.034089020050798516 leaf_weight=52.077985429292312 1.7751445628236968 0.61285871453583185 3.3699291105149314 2.2468114750809063 7.8459675833582905 12.017849176365415 leaf_count=531 119 7 217 64 95 179 internal_value=-0.000138091 -0.00130081 -0.0518052 0.0014105 0.0162142 0.00367683 internal_weight=79.9465 78.1714 3.98279 74.1886 22.1106 19.8638 internal_count=1212 1093 224 869 338 274 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.493739 2.70194e-08 1.15181e-08 7.41995e-09 1.11131e-08 4.56899e-09 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075076497043659721 -0.075178896331685785 -0.07508180142862507 -0.075049140845112314 -0.075053910987518707 -0.075167193046555072 -0.075056726676447916 leaf_weight=0.32835015840828419 0.020818722987314686 0.16665868900599889 0.30597901639703196 0.015010345465270802 0.020469112205319107 0.12885234945861157 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0250742 -0.0750668 -0.0750631 -0.0750761 -0.0751193 -0.0750709 internal_weight=0.986138 0.657788 0.63697 0.33099 0.0354795 0.295511 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=7 num_cat=0 split_feature=13 10 10 10 0 4 split_gain=0.461186 1.88586 0.824967 0.67614 0.471381 2.55994 threshold=49191.500000000007 19.500000000000004 18.500000000000004 13.500000000000002 0.0041515000000000015 156.00000000000003 decision_type=10 10 10 10 8 10 left_child=2 3 4 -2 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.024359164113877393 -0.049272368650263514 -0.079748961539587437 0.066023530956604987 0.07119061341992057 0.0043657602760448604 -0.085563409988341846 leaf_weight=5.1817208752036077 0.63502513151615803 3.0312788774026558 2.0101395144592962 1.7499036858789621 55.609318286646158 3.5840295692905784 leaf_count=71 13 103 199 96 712 18 internal_value=0.000649016 -0.0274092 0.00293822 0.0391154 0.000968349 -0.0205846 internal_weight=71.8014 5.41621 66.3852 2.38493 64.3751 8.76575 internal_count=1212 212 1000 109 801 89 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=7 num_cat=0 split_feature=0 4 5 6 9 2 split_gain=0.516284 0.92181 0.906769 1.06012 0.969465 1.70158 threshold=60.179807500000003 66049.000000000015 63755.500000000007 125.25498420013805 7.9658783165605476 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=0.0026270959736850821 0.061670976463498353 -0.092947432846806094 0.07479982500785981 -0.059351499006135226 0.065200246731855122 -0.074343554970491207 leaf_weight=54.705778935574926 1.3209438221529115 1.0834546457044769 1.5835738843306888 3.0476260615978381 2.2706532813608638 3.0312655946181613 leaf_count=797 12 20 41 88 47 207 internal_value=-0.000227631 -0.00147172 6.1562e-05 -0.00181542 0.00110668 -0.00141396 internal_weight=67.0433 65.7224 64.6389 63.0553 60.0077 57.737 internal_count=1212 1200 1180 1139 1051 1004 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 21 split_gain=0.490689 0.766536 1.26905 1.11621 1.72667 1.90507 threshold=0.095406877800000012 0.23075891465000004 0.79922031560000006 0.41494021885000004 0.48125046350000006 0.32816394200000004 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.047298930366721337 -0.053120413856980103 0.054576930748628211 -0.062436526958954866 -0.096616447941474407 0.059465573721037626 -0.0023009802462651825 leaf_weight=2.1268309359147679 2.7619651071727276 3.9985208734869957 3.0682325568050137 1.7932169474661348 5.4475820101797581 59.904503878293326 leaf_count=22 12 12 11 6 15 1134 internal_value=-8.35949e-05 -0.0013928 0.000532359 0.00324803 0.00019138 0.00284772 internal_weight=79.1009 76.974 74.2121 71.1438 67.1453 65.3521 internal_count=1212 1190 1178 1167 1155 1149 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.463691 2.09981e-08 9.39636e-09 5.94221e-09 8.87063e-09 3.63818e-09 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075072427095082536 -0.075164934797419175 -0.075075833337306191 -0.075045147644940552 -0.075049942061901811 -0.075155077765705902 -0.075052571528422735 leaf_weight=0.31172911264002323 0.019104737875750288 0.15389976490405388 0.2796171348891221 0.013895878830226138 0.018995430611539632 0.1193973874906078 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0240044 -0.0750618 -0.0750584 -0.0750705 -0.0751107 -0.0750657 internal_weight=0.916639 0.60491 0.585806 0.306188 0.0328913 0.273297 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=7 num_cat=0 split_feature=15 16 10 16 3 20 split_gain=0.456129 1.01366 0.58509 1.1555 0.455544 0.439762 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 33.000000000000007 0.18647970780000003 decision_type=10 10 10 10 10 8 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.047297185386118379 -0.070332271332388577 0.053613148559636087 -0.059294319055717651 0.084430403573003798 -0.055918287918340998 -0.00040765671051577724 leaf_weight=1.9950709613040087 2.3707644593669097 0.91429053479805578 1.5067018810659636 2.265159411472268 0.25756372977048148 61.496231513097882 leaf_count=14 94 96 50 189 6 763 internal_value=0.00055187 -0.035836 0.00232223 0.00372857 0.0701012 0.00109136 internal_weight=70.8058 3.28505 67.5207 66.014 2.52272 63.4913 internal_count=1212 190 1022 972 195 777 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=7 num_cat=0 split_feature=21 21 19 20 21 21 split_gain=0.530722 1.41383 1.05246 1.37158 1.01445 1.63622 threshold=0.80522880530000018 0.77990823500000006 0.20868862815000003 0.79922031560000006 0.53514027195000013 0.49659266935000007 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=-0.067851327356042435 -0.030485703465812593 0.10181320901537867 -0.0013621947451564235 0.069888437364462375 0.048723759574172756 -0.10508036268813602 leaf_weight=2.1917817930225283 5.3051094785332671 1.400284707546233 48.781664263282437 2.8898200020194045 3.8403581157326689 1.5699607878923405 leaf_count=26 16 3 1142 9 11 5 internal_value=-0.000154872 0.00249715 0.000150897 0.00276199 -0.000817565 -0.00459612 internal_weight=65.979 60.6739 59.2736 57.0818 54.192 50.3516 internal_count=1212 1196 1193 1167 1158 1147 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=7 num_cat=0 split_feature=21 21 20 19 21 19 split_gain=0.477166 2.27299 1.29777 1.28762 1.76723 1.29708 threshold=0.80522880530000018 0.62272809245000016 0.83018951285000009 0.60557055170000018 0.53514027195000013 0.68175770400000013 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=0.041241940800452542 0.029784280573521366 -0.09546869699699144 -0.094849030793594385 -0.10087362940736758 -0.11656158600703193 0.0028582625426642923 leaf_weight=7.8510201840254012 5.0056916847825041 2.5191943868994704 1.3794838590547431 1.2305636219680307 1.3123317435383786 59.025267107936088 leaf_count=37 16 12 9 6 4 1128 internal_value=-8.7507e-05 -0.00212697 0.00119436 0.00310292 -0.00176047 0.000739817 internal_weight=78.3236 73.3179 70.7987 69.4192 61.5682 60.2558 internal_count=1212 1196 1184 1175 1138 1134 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.434538 1.66897e-08 7.35199e-09 4.77269e-09 7.07397e-09 2.82325e-09 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075068817330072674 -0.075152747782454565 -0.075070053911586429 -0.075041893746609481 -0.075046294265176353 -0.07514379450793375 -0.075048743946579621 leaf_weight=0.29428336769342422 0.017707337130559608 0.14180145130376332 0.25840279425938206 0.012887474353192374 0.017608894733712077 0.11070894978183787 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0232883 -0.0750572 -0.0750541 -0.0750652 -0.0751026 -0.0750607 internal_weight=0.8534 0.559117 0.54141 0.283007 0.0304964 0.25251 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=7 num_cat=0 split_feature=15 16 10 16 6 8 split_gain=0.410966 0.937173 0.523296 1.05722 0.424103 1.4172 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 123.39221534797306 6.7998311008908914 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=-0.0017825449914903415 -0.069225892532274236 0.052846657982813398 -0.056972440245147804 0.069313357124040145 0.06461372325973673 -0.022392470521180069 leaf_weight=55.94740101788193 2.2328796553192656 0.87548965564928938 1.4549296973273147 2.3645806659478685 3.9641036428511134 3.5474511235952377 leaf_count=678 94 96 50 195 50 49 internal_value=0.000705676 -0.0348435 0.0023481 0.00365929 0.00121292 0.0235237 internal_weight=70.3868 3.10837 67.2785 65.8235 63.459 7.51155 internal_count=1212 190 1022 972 777 99 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=7 num_cat=0 split_feature=5 5 4 5 4 4 split_gain=0.514795 0.88246 0.490689 2.00246 0.767455 1.4136 threshold=59.000000000000007 63.000000000000007 126.00000000000001 108.50000000000001 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=-0.076090840632842202 0.10140085058633007 0.030282379702619384 -0.089431527839337041 -0.084878121245757415 0.14483386185990291 0.00067292316901181178 leaf_weight=0.88267400301992793 0.86029398441314597 4.7695605633780351 2.5674361241981378 1.0244599543511856 0.68880455940961738 54.406988639282645 leaf_count=120 2 33 85 25 2 945 internal_value=-0.00024057 0.000800375 -0.000563472 -0.00307032 0.000880604 0.00247522 internal_weight=65.2002 64.3175 63.4572 58.6877 56.1203 55.0958 internal_count=1212 1092 1090 1057 972 947 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=7 num_cat=0 split_feature=5 6 0 0 2 3 split_gain=0.437384 0.941395 0.636589 2.89435 3.02285 2.52276 threshold=4795.5000000000009 84.083940775398517 0.16056050000000002 0.19793400000000003 1.5000000000000002 2.5000000000000004 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=0.003276387271764763 0.060907133216120402 -0.05338610307030648 0.40563744164046522 0.0081047181769366237 0.043029821830213248 -0.068247556512230009 leaf_weight=45.373427973128855 0.90147377178072829 3.5929741950822063 0.37817490100860851 21.358044781489298 0.58637217211071402 5.5327600905729915 leaf_count=306 10 244 1 360 56 235 internal_value=-0.000181552 -0.0304617 0.00167691 0.0157569 0.185199 -0.00449722 internal_weight=77.7232 4.49445 73.2288 22.3226 0.964547 50.9062 internal_count=1212 254 958 417 57 541 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=7 num_cat=0 split_feature=20 4 3 3 0 0 split_gain=0.409434 1.33713e-08 5.81682e-09 4.08774e-09 5.8103e-09 2.37079e-09 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075064859060493636 -0.07514183526088393 -0.075065010910979488 -0.075038924293707995 -0.075043524923380914 -0.075135032165347143 -0.075044677481386601 leaf_weight=0.28015862498432398 0.016450030903797597 0.13150173459143844 0.23883667503832839 0.012029013771098107 0.016397804603911936 0.10167956115037668 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0222877 -0.0750531 -0.0750502 -0.0750605 -0.0750963 -0.0750561 internal_weight=0.797053 0.516895 0.500445 0.261608 0.0284268 0.233181 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=7 num_cat=0 split_feature=8 10 11 9 15 0 split_gain=0.398034 0.451103 1.35211 0.935903 1.20232 1.27806 threshold=7.5455085648100599 19.500000000000004 12.500000000000002 6.1041741653575761 4.5000000000000009 47.407128000000007 decision_type=10 10 8 10 10 10 left_child=1 3 -3 -1 5 -5 right_child=-2 2 -4 4 -6 -7 leaf_value=-0.0021975697273152847 -0.045442186190660282 -0.064886902447523737 0.079069847227206627 0.047088148422673427 -0.062866049129957635 -0.078760006973539909 leaf_weight=51.087660696357489 1.8181028952822078 2.8544400301761921 0.84576941898558278 10.955851732520383 1.3182192211970676 0.87113651633262712 leaf_count=570 46 154 106 300 27 9 internal_value=0.00073376 0.00196957 -0.0319822 0.00392541 0.0277218 0.0378186 internal_weight=69.7512 67.9331 3.70021 64.2329 13.1452 11.827 internal_count=1212 1166 260 906 336 309 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=7 num_cat=0 split_feature=5 5 0 4 3 3 split_gain=0.474513 0.802149 0.467983 0.673002 0.864845 1.16036 threshold=59.000000000000007 63.000000000000007 60.179807500000003 56582.000000000007 54.500000000000007 14.500000000000002 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=-0.07601108007230932 0.099022871209450941 0.0013682010494053204 0.059515265636019138 -0.071131572373339225 0.074882410214952275 -0.057193442058226809 leaf_weight=0.81841055187396605 0.81777834892272849 55.071716025195201 1.2663478078320611 1.3727265140041698 1.4913983845617611 3.6049794778809874 leaf_count=120 2 889 12 34 45 110 internal_value=-0.000351614 0.000621597 -0.000659633 -0.00189787 -0.000318317 -0.00222971 internal_weight=64.4434 63.6249 62.8072 61.5408 60.1681 58.6767 internal_count=1212 1092 1090 1078 1044 999 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=7 num_cat=0 split_feature=4 4 0 4 4 4 split_gain=0.450174 1.45961 0.794667 0.477937 4.45345 2.47644 threshold=23996.500000000004 4433.0000000000009 11.230363000000002 219.50000000000003 267.00000000000006 343.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 3 -2 -1 -5 -6 right_child=2 -3 -4 4 5 -7 leaf_value=-0.005490700087538017 0.086186582771821507 -0.079363916305395313 -0.023560737449062341 0.14124182869240381 -0.091682376245035474 0.0096996537976868306 leaf_weight=44.481863119406626 1.5653015346033492 2.3376281460950841 1.1405010577291248 2.4061797857284573 2.697993170470002 22.52360655303346 leaf_count=327 28 314 52 6 27 458 internal_value=-0.000139424 -0.00159568 0.0399279 0.000925388 0.0112556 -0.00114534 internal_weight=77.1531 74.4473 2.7058 72.1096 27.6278 25.2216 internal_count=1212 1132 80 818 491 485 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=7 num_cat=0 split_feature=19 4 2 0 0 0 split_gain=0.372829 1.09958e-08 4.11573e-09 2.39278e-09 2.12104e-09 1.61102e-09 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 3.0273270000000005 25.140853500000002 0.00019500000000000002 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=0.075059230355776274 -0.075132457430101163 -0.075065793890663438 -0.075036072233366113 -0.075088958736213962 -0.075057772150426819 -0.075037787048553156 leaf_weight=0.25382672436535358 0.015346663392847404 0.026864356710575521 0.20959041094647546 0.027262098388746381 0.10900437214877456 0.087224519142182544 leaf_count=16 19 48 742 30 110 247 internal_value=-0.0227923 -0.0750492 -0.0750464 -0.0750551 -0.075064 -0.0750444 internal_weight=0.729119 0.475292 0.459946 0.250355 0.136266 0.114089 internal_count=1212 1196 1177 435 140 295 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=7 num_cat=0 split_feature=0 4 9 7 4 8 split_gain=0.410864 1.50551 2.24729 1.51541 1.40543 2.76012 threshold=4.6811795000000016 395.00000000000006 7.4755209420133424 73.338663815671964 467.50000000000006 5.8010039228770447 decision_type=10 10 8 10 10 8 left_child=4 -2 -3 -4 -1 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.0054921589591832801 0.035977798272739329 -0.080189043835335649 -0.083927409908577111 0.03266498105736805 0.087549720436945769 -0.0013842284959959602 leaf_weight=37.24608876183629 4.5116944015026119 5.3168210834264729 1.4245053345803178 5.1271236804313958 5.4531609062105391 9.6922925814869814 leaf_count=338 43 74 15 163 176 403 internal_value=0.000630162 -0.0131933 -0.0318852 0.00731457 0.00495204 0.0306367 internal_weight=68.7717 16.3801 11.8685 6.55163 52.3915 15.1455 internal_count=1212 295 252 178 917 579 is_linear=0 shrinkage=0.1 Tree=294 num_leaves=7 num_cat=0 split_feature=5 5 0 5 5 9 split_gain=0.43833 0.708866 0.489346 2.10238 0.911364 1.8417 threshold=59.000000000000007 63.000000000000007 0.0019160000000000004 108.50000000000001 126.00000000000001 5.692018441612956 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=-0.075943568901415154 0.096665329325293453 0.035811987390018278 -0.083038543371184381 0.067782777855700721 -0.063217594817973413 0.0047185538735764259 leaf_weight=0.75826723652426054 0.75797873735427757 3.4780338490381828 3.0925789698958388 2.010140284895896 4.3436457812786093 49.067773833681713 leaf_count=120 2 17 103 11 124 835 internal_value=-0.000368081 0.000545167 -0.000630095 -0.00279618 0.00168142 -0.000806305 internal_weight=63.5084 62.7502 61.9922 58.5141 55.4216 53.4114 internal_count=1212 1092 1090 1073 970 959 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=7 num_cat=0 split_feature=5 10 9 4 4 0 split_gain=0.416305 0.801731 0.627962 0.536692 3.83863 2.56764 threshold=4795.5000000000009 41.000000000000007 6.0303165925932634 219.50000000000003 267.00000000000006 0.10875250000000002 decision_type=10 8 10 10 10 10 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0050969183747783375 0.048130169241946852 0.064800819766876364 -0.069992993225303557 0.13594670260028216 -0.052100433940194507 0.020290367629614971 leaf_weight=44.398348807590082 0.53429158963262979 0.72035951726138581 2.8544826228462625 2.3138142228126553 6.6286326534027493 18.784749544400256 leaf_count=327 7 30 217 6 211 414 internal_value=-4.38496e-05 -0.0310037 -0.0513691 0.00171999 0.0126356 0.0014085 internal_weight=76.2347 4.10913 3.38877 72.1255 27.7272 25.4134 internal_count=1212 254 224 958 631 625 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.345613 9.06835e-09 3.46318e-09 2.37627e-09 3.62364e-09 1.63804e-09 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075055175268592955 -0.075123771956530763 -0.075055832065144198 -0.075033367573095811 -0.075034578494788312 -0.075114225451630143 -0.075037499469555208 leaf_weight=0.23635729402303696 0.014336516716866754 0.11311054691032041 0.2003680431007524 0.0096969401492970064 0.013900976569857448 0.085641793673858047 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0223625 -0.0750456 -0.0750429 -0.0750515 -0.0750815 -0.0750479 internal_weight=0.673412 0.437055 0.422718 0.22235 0.0235979 0.198752 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 21 split_gain=0.419416 0.558214 0.411173 1.49605 0.494875 0.738688 threshold=0.14357116100000003 0.30468621685000002 0.16732172635000001 0.41494021885000004 0.76615868215000016 0.51535634140000008 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=0.053436399932908801 -0.041508990815683072 -0.040809832516019308 0.095025537312956584 0.00070417712361112118 0.052656916817582583 -0.065162991019648453 leaf_weight=1.4653144199401138 3.1831584237515926 2.2244641482830048 1.7152733393013475 55.379356871300843 1.750535275787114 1.7566482909023751 leaf_count=25 18 10 14 1124 13 8 internal_value=0.000520082 -0.000654584 0.00141535 0.00296527 0.000283702 -0.00132091 internal_weight=67.4748 66.0094 62.8263 60.6018 58.8865 57.136 internal_count=1212 1187 1169 1159 1145 1132 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.458764 1.91414 0.891923 1.56853 1.47188 1.64986 threshold=0.41494021885000004 0.48125046350000006 0.60557055170000018 0.66260766915000013 0.76615868215000016 0.53514027195000013 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=-0.020070571519878469 0.090262720840226157 -0.048451408788850799 0.085218040470102549 -0.0021183946719787379 -0.11860325385528403 0.10371825286742845 leaf_weight=9.9566493687452731 2.4169107601046562 3.6498008742928505 2.2042738124728203 41.695346780586988 1.0429087728261937 1.5268413498997677 leaf_count=49 6 12 6 1132 3 4 internal_value=-0.000389342 0.00334065 -0.000851019 0.00288761 -0.0012122 0.00162033 internal_weight=62.4927 52.5361 50.1192 46.4694 44.2651 43.2222 internal_count=1212 1163 1157 1145 1139 1136 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=7 num_cat=0 split_feature=0 0 7 4 4 7 split_gain=0.432528 1.17979 1.07594 0.908471 0.956906 0.690533 threshold=23.872839500000005 31.825229500000003 81.226848822243241 32495.000000000004 4054.0000000000005 76.473063496013751 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0060727799540943803 -0.08296793609855091 -0.026845688732188507 0.08922312986366189 0.079392944732555551 -0.061154469948737258 -0.030337331410390855 leaf_weight=59.469973886880325 2.2492616097442797 2.6184975365176801 1.1491469591856001 1.4953438472002734 2.4200500411243402 5.7088616505498058 leaf_count=510 50 66 4 29 331 222 internal_value=5.72197e-05 -0.0256579 0.00855577 0.00229656 0.000591127 0.0028837 internal_weight=75.1111 6.01691 3.76764 69.0942 67.5989 65.1788 internal_count=1212 120 70 1092 1063 732 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.326711 7.14146e-09 2.74266e-09 1.92665e-09 2.9147e-09 1.23997e-09 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075053049069292083 -0.075114341049619393 -0.075051527802470569 -0.075030914665519755 -0.075032299968899652 -0.075106546330765397 -0.075034948492016001 leaf_weight=0.22605004301294684 0.013259595143608749 0.10412644388270564 0.18580001894952147 0.0090259467397117987 0.01276542607229203 0.079592459369450808 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0212395 -0.0750422 -0.0750397 -0.0750477 -0.0750758 -0.0750443 internal_weight=0.63062 0.40457 0.39131 0.20551 0.0217914 0.183719 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=7 num_cat=0 split_feature=13 10 10 10 20 20 split_gain=0.401455 1.33973 0.629034 0.534298 0.457391 0.493275 threshold=49191.500000000007 19.500000000000004 18.500000000000004 13.500000000000002 0.18647970780000003 0.34650010530000003 decision_type=10 10 10 10 8 8 left_child=2 3 4 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.048381912663849405 -0.052215399489119844 -0.07829686755329425 0.0641094199284791 0.06653790696866585 -0.039324685049610814 0.0015470720221933071 leaf_weight=1.9695786372758446 0.52247220044955511 2.4182041854364797 1.6197763333911996 1.3784786320757119 3.1167627312242985 56.149784352863207 leaf_count=14 13 103 199 96 18 769 internal_value=0.000573712 -0.0289172 0.00260018 0.0338988 0.000973184 -0.000602329 internal_weight=67.1751 4.31916 62.8559 1.90095 61.2361 59.2665 internal_count=1212 212 1000 109 801 787 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=7 num_cat=0 split_feature=0 4 3 6 0 0 split_gain=0.421551 0.56332 0.736362 1.05722 0.977924 1.46316 threshold=60.179807500000003 56582.000000000007 54.500000000000007 125.25498420013805 6.6806145000000008 0.059362000000000005 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=0.0028978788478464319 0.058703093323719237 -0.068764971617916462 0.074538868070662276 -0.067953263592249277 0.03143389833056047 -0.045251260196328524 leaf_weight=39.57097846607212 1.1853430457413185 1.220418398734181 1.2919784151017655 2.3188661793246856 8.8593104868195933 7.5088169672089853 leaf_count=410 12 34 45 73 114 524 internal_value=-0.000358958 -0.00151098 -0.000132675 -0.00178865 0.000954093 -0.00478149 internal_weight=61.9557 60.7704 59.55 58.258 55.9391 47.0798 internal_count=1212 1200 1166 1121 1048 934 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.420446 0.697631 0.615133 0.861685 1.21152 1.65795 threshold=0.22161084545000001 0.32816394200000004 0.48408422815000002 0.51159595590000018 0.76803983445000001 0.89730301130000012 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=-0.025511179937538903 0.045764339622878264 -0.030468542407366486 0.043238388582153654 -0.094418773155184196 0.10175373473145499 -0.0014196221164025317 leaf_weight=5.9613988388009602 3.4852606281638145 6.070789385586977 4.8728523030877113 1.3441264927387235 1.6064579375088213 51.14208679307194 leaf_count=37 9 22 16 8 4 1116 internal_value=-3.90104e-05 0.00217708 -0.000158741 0.0029618 -0.000666451 0.00172252 internal_weight=74.483 68.5216 65.0363 58.9655 54.0927 52.7485 internal_count=1212 1175 1166 1144 1128 1120 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.307285 5.71072e-09 2.19134e-09 1.53577e-09 2.32138e-09 9.94153e-10 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075050902058381566 -0.075106109828146195 -0.075047797156730323 -0.075028595211231938 -0.075029966497648995 -0.07509877317775554 -0.075032368515932701 leaf_weight=0.21498295990750194 0.01230089676391799 0.096288801883929409 0.17066060864726751 0.008371752715902403 0.011834855278721079 0.07375241577392444 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0201815 -0.0750391 -0.0750368 -0.0750442 -0.0750703 -0.0750411 internal_weight=0.588192 0.373209 0.360908 0.190248 0.0202066 0.170041 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=7 num_cat=0 split_feature=21 21 20 19 20 13 split_gain=0.387243 0.490773 0.936917 0.924593 1.47563 0.347652 threshold=0.14357116100000003 0.30468621685000002 0.83018951285000009 0.2809201300000001 0.20344614855000001 49191.500000000007 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.050986565230600515 -0.03972805474980242 -0.059397951955964437 0.089912208353584211 0.12504997116568903 0.0021639357103600573 -0.028278856942966474 leaf_weight=1.4805856151506303 3.0750092770904303 2.5536377765238285 1.1681037805974472 0.95974867045879364 53.232412446581293 4.0356417624861924 leaf_count=25 18 11 9 8 934 207 internal_value=0.000417359 -0.000734084 0.00120147 -0.000503379 0.0020795 1.86523e-05 internal_weight=66.5051 65.0246 61.9495 60.7814 58.2278 57.2681 internal_count=1212 1187 1169 1160 1149 1141 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=7 num_cat=0 split_feature=20 20 20 21 21 20 split_gain=0.422318 0.483312 0.686527 1.78561 2.62064 0.889719 threshold=0.15581312665000005 0.20344614855000001 0.31027308865000008 0.30468621685000002 0.35318554730000001 0.59289009450000008 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=-0.043642585503457294 0.052936747798261991 -0.045985696945968595 0.052054736857370165 -0.14462856541078795 0.0041440723399424157 -0.042576466828386748 leaf_weight=2.1697305885609239 1.757245138287544 3.1112492308020592 6.3687468096613884 1.2950461730360985 41.874669168304536 4.5155694186687461 leaf_count=25 6 9 17 5 1134 16 internal_value=-0.000315021 0.00128045 -0.000307451 0.0023217 -0.00432054 -0.000403648 internal_weight=61.0923 58.9225 57.1653 54.054 47.6853 46.3902 internal_count=1212 1187 1181 1172 1155 1150 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=7 num_cat=0 split_feature=20 19 19 19 21 19 split_gain=0.383217 0.616954 0.605349 0.809191 2.06675 0.935968 threshold=0.79922031560000006 0.76803983445000001 0.60557055170000018 0.48125046350000006 0.22161084545000001 0.41494021885000004 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=-0.11772649815524433 -0.030763443074774022 0.038127519463627545 -0.042848347116157065 0.051571917251118038 0.0035963214695287691 -0.092778360844082336 leaf_weight=1.4813718665827762 3.8282789932563892 4.3664466664195052 3.2381641231477252 3.0683340653777114 56.928712050998001 1.0258681774139393 leaf_count=22 16 11 14 10 1135 4 internal_value=4.5437e-05 0.00172775 -0.000689832 0.00149428 -0.00109094 0.00189037 internal_weight=73.9372 70.1089 65.7425 62.5043 59.436 57.9546 internal_count=1212 1196 1185 1171 1161 1139 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.288363 4.5113e-09 1.73968e-09 1.21137e-09 1.83803e-09 7.96307e-10 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075048495879648097 -0.075098125225237469 -0.075044295835692165 -0.075026481053271449 -0.075027723227822862 -0.075091375904194332 -0.075029943927951342 leaf_weight=0.20337756304070354 0.011380350159015507 0.089215954663814045 0.15796657942064485 0.0077461423788918174 0.010948346578516066 0.068223079637391493 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0194228 -0.0750362 -0.0750341 -0.0750409 -0.075065 -0.0750381 internal_weight=0.548858 0.34548 0.3341 0.176134 0.0186945 0.157439 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=7 num_cat=0 split_feature=21 21 0 7 6 4 split_gain=0.36485 0.425195 0.3672 1.32519 2.16638 1.22011 threshold=0.14357116100000003 0.30468621685000002 4.6811795000000016 73.338663815671964 1.0000000180025095e-35 467.50000000000006 decision_type=8 8 10 8 10 10 left_child=-1 -2 5 4 -4 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.049483660466727246 -0.037616476859926307 -0.0050732275273101934 0.020262849697585152 0.019333063429034254 -0.083370570983516967 0.030079093744987347 leaf_weight=1.4906806722283361 2.9545498006045818 32.405335754156113 3.5005284361541236 7.1564443772658715 4.7600447825388983 14.200952717219478 leaf_count=25 18 310 37 190 68 564 internal_value=0.000568927 -0.000553244 0.00121231 -0.0121658 -0.0394545 0.0056377 internal_weight=66.4685 64.9779 62.0233 15.417 8.26057 46.6063 internal_count=1212 1187 1169 295 105 874 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=7 num_cat=0 split_feature=5 5 0 5 5 3 split_gain=0.404161 0.629506 0.449215 1.92779 0.749625 1.59311 threshold=59.000000000000007 63.000000000000007 0.0019160000000000004 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=-0.075881264253269243 0.094657395369355801 0.03483956138996553 -0.08237313105925495 0.061465332807814591 -0.080676075525093455 0.0031499439114767314 leaf_weight=0.70014385983813454 0.70231276750564475 3.3779624081216744 2.8815245148725799 2.0130169428884974 2.3777553974650791 48.757597229909152 leaf_count=120 2 17 103 11 106 853 internal_value=-0.000342634 0.000537215 -0.000575462 -0.00271058 0.00160845 -0.000747903 internal_weight=60.8103 60.1102 59.4079 56.0299 53.1484 51.1354 internal_count=1212 1092 1090 1073 970 959 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=7 num_cat=0 split_feature=19 19 19 21 20 21 split_gain=0.367269 0.707217 2.05577 1.31376 0.570425 0.677677 threshold=0.095406877800000012 0.23075891465000004 0.2809201300000001 0.88726092775000021 0.79922031560000006 0.32816394200000004 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.042001670123906744 -0.052258727239562354 0.13225133464901101 0.031858027248676056 -0.10171548435811391 -0.048735561607510913 -0.0014622208096846799 leaf_weight=2.0164925800345372 2.6208171583712101 1.1671961545944214 6.831520177423954 1.2858694493770588 2.2872129790484896 57.307178788207239 leaf_count=22 12 3 19 8 9 1139 internal_value=-8.59633e-05 -0.00127295 0.000667037 -0.00160118 0.000336832 0.00208677 internal_weight=73.5163 71.4998 68.879 67.7118 66.4259 64.1387 internal_count=1212 1190 1178 1175 1167 1158 is_linear=0 shrinkage=0.1 Tree=312 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.273954 3.67374e-09 1.41483e-09 1.02973e-09 1.50643e-09 6.35186e-10 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075047069412788381 -0.07509145360967337 -0.075041036132184047 -0.075024440526821057 -0.075025675606316011 -0.075085598033034676 -0.075027706758557022 leaf_weight=0.19652472203597426 0.010609196455334313 0.082528235536301509 0.14557796706139925 0.0071091724239522583 0.01023590107797645 0.063073053614061791 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0178357 -0.0750336 -0.0750316 -0.075038 -0.075061 -0.0750353 internal_weight=0.515658 0.319134 0.308524 0.162946 0.0173451 0.145601 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=7 num_cat=0 split_feature=13 9 7 7 2 8 split_gain=0.367015 0.550245 1.16293 1.09171 1.18637 1.06818 threshold=50796.000000000007 6.1041741653575761 39.115663475161476 76.159638295262923 3.5000000000000004 7.5455085648100599 decision_type=8 10 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.023989406872016936 0.0039600130180905673 -0.068814914343211755 -0.042219088064119691 0.086350879389346213 0.039773559256160128 -0.068716223918210653 leaf_weight=5.6607572236098349 42.529352898709476 1.6695684492588014 6.2554738484323016 2.1662280577002084 6.4148141389596285 1.0570992976427076 leaf_count=305 525 10 43 163 152 14 internal_value=0.000352572 0.0026456 -0.00196134 0.0225213 0.00739584 0.0244248 internal_weight=65.7533 60.0925 48.7848 11.3077 9.14148 7.47191 internal_count=1212 907 568 339 176 166 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.415999 1.54998 0.701203 2.13628 1.21446 1.42144 threshold=0.41494021885000004 0.48125046350000006 0.63319291535000011 0.66260766915000013 0.76615868215000016 0.53514027195000013 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=-0.019147830803633671 0.084666963644187895 -0.04007106823274665 0.11809411204710969 -0.0018632671963591371 -0.11242243981288887 0.098545236818909879 leaf_weight=9.7102258828235772 2.2454622015357018 4.0651386976242065 1.5645109415054321 40.039691575686447 0.95439320057630439 1.4613514989614476 leaf_count=49 6 15 3 1132 3 4 internal_value=-0.00019718 0.00345895 -0.000333275 0.00333642 -0.00089248 0.00167236 internal_weight=60.0408 50.3305 48.0851 44.0199 42.4554 41.501 internal_count=1212 1163 1157 1142 1139 1136 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=7 num_cat=0 split_feature=9 9 9 3 7 6 split_gain=0.366919 0.773646 0.849976 1.92195 1.16765 1.51448 threshold=7.8397116616035101 7.5590381203764272 6.3944237114723839 12.500000000000002 43.536717160486745 104.58226679691384 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=-0.0028475568698260604 -0.032080937610054601 0.047180125156853547 -0.065588683197085496 0.099986664267374126 0.085491162465049092 -0.0031653427756504187 leaf_weight=53.05530742573319 3.4050467323395415 3.5257210382260373 4.4366052558179936 0.83262019231915463 3.6549263447523108 4.0752018466591835 leaf_count=551 351 142 121 4 11 32 internal_value=-2.94145e-05 0.00153909 -0.00089704 -0.0394252 0.0024428 0.0387528 internal_weight=72.9854 69.5804 66.0547 5.26923 60.7854 7.73013 internal_count=1212 861 719 125 594 43 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=7 num_cat=0 split_feature=19 0 0 3 0 5 split_gain=0.250331 2.04306e-09 1.86328e-09 9.07823e-10 8.68402e-10 1.19498e-09 threshold=1.0000000180025095e-35 0.00019500000000000002 3.9500000000000005e-05 3.5000000000000004 3.0273270000000005 154.00000000000003 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075042701658421529 -0.075037325711072633 -0.075023502187637869 -0.075092063839915624 -0.075022676100518784 -0.075035536142414677 -0.07506939144981245 leaf_weight=0.1783238984644413 0.016906712917261757 0.047786742485186551 0.0098369278130121529 0.13455888996031717 0.073829011467751116 0.012140068021835759 leaf_count=16 62 229 5 759 114 27 internal_value=-0.018498 -0.0750311 -0.0750575 -0.0750285 -0.0750343 -0.0750403 internal_weight=0.473382 0.295058 0.0267436 0.268315 0.133756 0.0859691 internal_count=1212 1196 67 1129 370 141 is_linear=0 shrinkage=0.1 Tree=317 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 9 split_gain=0.366793 1.93082 1.41073 1.33191 1.71137 1.72115 threshold=0.068115000000000023 0.12871450000000004 0.058236500000000004 164.50000000000003 343.00000000000006 6.0431045203568301 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=-0.00062161523395321255 0.070366151804044472 -0.073182901011530008 -0.077145761415038205 0.070423978315131711 -0.051949881470765048 0.0074502732085523259 leaf_weight=19.794025942683223 4.1818539502564809 2.408611759543418 2.742890613153576 3.4659507460892192 5.9809865998104206 26.451760120224208 leaf_count=328 89 18 22 43 94 618 internal_value=0.000377271 0.00584712 -0.00993511 -0.00119616 0.00363376 -0.00350383 internal_weight=65.0261 42.4892 22.5369 38.3073 35.8987 32.4327 internal_count=1212 862 350 773 755 712 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=7 num_cat=0 split_feature=0 2 5 3 4 8 split_gain=0.40128 0.49868 0.647866 0.84729 1.19844 2.35005 threshold=60.179807500000003 77.000000000000014 10692.000000000002 13.500000000000002 6106.0000000000009 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=0.0045664877537885118 0.058360883208532978 -0.067397855206301635 0.041001249784746494 -0.060379801643809586 0.051990999999831006 -0.059575030365384654 leaf_weight=40.447934516356327 1.1512824622914184 1.1180913599673648 3.6165161977987728 2.4335082879988468 4.0820743639487764 6.6514773661911013 leaf_count=416 12 30 98 93 144 419 internal_value=-0.000103293 -0.00125684 3.53144e-05 -0.00272798 1.31719e-05 -0.00449171 internal_weight=59.5009 58.3496 57.2315 53.615 51.1815 47.0994 internal_count=1212 1200 1170 1072 979 835 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=7 num_cat=0 split_feature=0 0 7 4 4 4 split_gain=0.367801 1.0774 0.925847 0.808218 0.809933 0.82736 threshold=23.872839500000005 31.825229500000003 81.226848822243241 32495.000000000004 2341.0000000000005 1000.5000000000001 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=-0.0011018473595268347 -0.082336520660411416 -0.024597220365449209 0.08758293885520757 0.078045816683357735 -0.046941982063506041 0.035898036488337531 leaf_weight=54.99078694783384 2.0552180949598542 2.4722349033690993 1.0474076271057127 1.3664736583596084 3.4325608010331043 6.7897827591950763 leaf_count=459 50 66 4 29 398 206 internal_value=-0.000133461 -0.0248068 0.00878638 0.0019325 0.000337619 0.0029645 internal_weight=72.1545 5.57486 3.51964 66.5796 65.2131 61.7806 internal_count=1212 120 70 1092 1063 665 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=7 num_cat=0 split_feature=19 0 0 3 0 5 split_gain=0.233161 1.64569e-09 1.49178e-09 7.43022e-10 6.88552e-10 1.03636e-09 threshold=1.0000000180025095e-35 0.00019500000000000002 3.9500000000000005e-05 3.5000000000000004 3.0273270000000005 163.00000000000003 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.07504004910374136 -0.075034655264191674 -0.075021799172890424 -0.075085491689347972 -0.0750208441356323 -0.075032843039937583 -0.075066128956104802 leaf_weight=0.1672929972410202 0.015697682771133259 0.044114478056144435 0.0091294654994271696 0.12322522660633695 0.068645235827716533 0.010829465085407719 leaf_count=16 62 229 5 759 116 25 internal_value=-0.0178324 -0.0750288 -0.0750533 -0.0750263 -0.0750318 -0.0750374 internal_weight=0.438935 0.271642 0.0248271 0.246814 0.123589 0.0794747 internal_count=1212 1196 67 1129 370 141 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=7 num_cat=0 split_feature=15 16 21 2 4 2 split_gain=0.348027 0.825558 0.409138 0.437415 1.6804 1.93039 threshold=4.5000000000000009 2.0000000000000004 0.14357116100000003 3.5000000000000004 219.50000000000003 1.5000000000000002 decision_type=10 10 8 10 10 10 left_child=2 -2 -1 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.055204427491140788 -0.068658822899872032 0.05816955164356831 -0.0077805027216672918 0.01198197560794028 -0.056231085651582281 0.058019172227265353 leaf_weight=1.4108892749063668 1.9405296359327615 0.69778367853723455 27.287338886409998 21.939266956935171 5.620692739263176 5.3293757550418368 leaf_count=11 94 96 242 657 37 75 internal_value=0.000450869 -0.0351151 0.00197446 0.000726442 -0.00573158 0.00297077 internal_weight=64.2259 2.63831 61.5876 60.1767 38.2374 32.6167 internal_count=1212 190 1022 1011 354 317 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=7 num_cat=0 split_feature=7 7 4 14 9 7 split_gain=0.393773 0.836974 0.43134 0.822006 0.367239 1.43457 threshold=79.447232184458983 83.094253985356048 343.00000000000006 2.5000000000000004 7.8706452915351726 62.771263647375406 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=0.00021683460462196109 0.098790638510983117 -0.082323421876597067 -0.077181503758678119 0.069986613173580278 0.016907042631153852 -0.057798611686486027 leaf_weight=41.979039952391759 1.2256305813789365 0.53650428168475617 0.56852447520941463 1.1416936991736293 8.5149914054200035 4.7438690570561439 leaf_count=576 3 14 50 62 320 187 internal_value=-0.000139423 0.0325248 0.0535125 0.0210638 -0.00219276 -0.00567359 internal_weight=58.7103 3.47235 2.93585 1.71022 55.2379 46.7229 internal_count=1212 129 115 112 1083 763 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=7 num_cat=0 split_feature=21 21 20 19 21 19 split_gain=0.331664 2.0503 1.01558 0.962146 1.27698 0.975059 threshold=0.80522880530000018 0.62272809245000016 0.83018951285000009 0.60557055170000018 0.53514027195000013 0.68175770400000013 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=0.037256721558782804 0.025383090257959241 -0.094507658910324324 -0.090585616412798914 -0.094582749971507951 -0.1082784448638541 0.0026051189868271313 leaf_weight=7.2742744814022444 4.7370784431695929 2.3126935213804236 1.1799525516107667 1.0525932237505911 1.0961848497390736 53.549323647239362 leaf_count=37 16 12 9 6 4 1128 internal_value=-0.000181802 -0.00200386 0.00133091 0.00305321 -0.00141384 0.000731571 internal_weight=71.2021 66.465 64.1523 62.9724 55.6981 54.6019 internal_count=1212 1196 1184 1175 1138 1134 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.221908 1.89956e-09 7.16985e-10 4.46736e-10 6.99365e-10 3.20294e-10 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075038927436859415 -0.075073170710229842 -0.075032760409909832 -0.075019261619619623 -0.075020320892383655 -0.075066600249311596 -0.075022125198624737 leaf_weight=0.1624302533455193 0.0084975638019386679 0.065450095527921803 0.11320451718665936 0.0055776699373382152 0.0078764896024949849 0.049913015769561753 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0159996 -0.0750267 -0.0750251 -0.0750302 -0.0750474 -0.0750282 internal_weight=0.41295 0.250519 0.242022 0.128817 0.0134542 0.115363 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=7 num_cat=0 split_feature=20 21 19 21 20 19 split_gain=0.333143 0.405297 1.29533 0.704516 1.26941 0.762469 threshold=0.18647970780000003 0.77990823500000006 0.2809201300000001 0.32816394200000004 0.59289009450000008 0.45493858375000007 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.040044161227176772 0.084710922792792395 -0.037399466715298084 -0.04514085122761291 0.001381987154042206 0.10948988474458246 -0.064107895525137418 leaf_weight=2.0721414720173925 1.7951132543385027 2.8722483813762656 3.4831031113862991 50.617671240062919 1.0624497197568405 1.8424722775816906 leaf_count=28 14 15 20 1116 9 10 internal_value=0.000604838 -0.000720276 0.0010714 -0.00156242 0.00127355 -0.000918107 internal_weight=63.7452 61.6731 58.8008 57.0057 53.5226 52.4601 internal_count=1212 1184 1169 1155 1135 1126 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=7 num_cat=0 split_feature=5 5 0 5 5 9 split_gain=0.378326 0.592046 0.435111 1.77879 0.767679 1.41452 threshold=59.000000000000007 63.000000000000007 0.0019160000000000004 108.50000000000001 126.00000000000001 5.692018441612956 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=-0.075826057321850368 0.093153382920197036 0.035217565941178683 -0.082042253897599157 0.063768083843438558 -0.060490919310453931 0.0040433365761635767 leaf_weight=0.65325159020721812 0.68448907136917014 3.232481046114116 2.675028924830257 1.9129345379769791 3.6726674602832636 45.165756748203421 leaf_count=120 2 17 103 11 124 835 internal_value=-0.000154402 0.000707644 -0.000409182 -0.00256472 0.00162442 -0.000809663 internal_weight=57.9966 57.3434 56.6589 53.4264 50.7514 48.8384 internal_count=1212 1092 1090 1073 970 959 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 19 split_gain=0.323731 0.60243 1.74805 1.21792 0.497224 0.806704 threshold=0.095406877800000012 0.23075891465000004 0.2809201300000001 0.88726092775000021 0.34952334870000007 0.41494021885000004 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.039745575970238756 -0.049470349582284509 0.1229884098671646 -0.053656240073316798 -0.10035745170118859 0.084327255804668141 -1.4803053510577859e-05 leaf_weight=1.9599175240145994 2.5188780352473259 1.1422984823584557 1.674993999302387 1.2300871908664692 1.1556148454546926 60.723676985959173 leaf_count=22 12 3 6 8 3 1158 internal_value=-0.000326588 -0.00147404 0.000359765 -0.00180246 0.000105061 0.00156031 internal_weight=70.4055 68.4455 65.9267 64.7844 63.5543 61.8793 internal_count=1212 1190 1178 1175 1167 1161 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=7 num_cat=0 split_feature=19 0 0 3 0 5 split_gain=0.210014 1.06912e-09 9.61569e-10 4.71144e-10 4.30845e-10 6.34248e-10 threshold=1.0000000180025095e-35 0.00019500000000000002 3.9500000000000005e-05 3.5000000000000004 3.0273270000000005 163.00000000000003 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075037513334805517 -0.07502989311184316 -0.075018729227845207 -0.075073843718508657 -0.075017836554285622 -0.075028228707413935 -0.075056448694087327 leaf_weight=0.15599880088120699 0.013557344078435563 0.037708932977693621 0.0078662699088454247 0.10491640030022609 0.058637875968997832 0.0092159836494829506 leaf_count=16 62 229 5 759 116 25 internal_value=-0.0146756 -0.0750247 -0.075046 -0.0750226 -0.0750273 -0.0750321 internal_weight=0.387902 0.231903 0.0214236 0.210479 0.105563 0.0678539 internal_count=1212 1196 67 1129 370 141 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 21 split_gain=0.363986 0.808208 0.769679 0.366753 1.22787 1.20306 threshold=0.86545104210000012 0.63319291535000011 0.51159595590000018 0.77990823500000006 0.2809201300000001 0.51535634140000008 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=0.077439350491133763 0.053778632836599331 -0.047682521142530479 0.072404308890413049 -0.03603457097996831 -0.082779439703606669 0.0018235834730145743 leaf_weight=2.0756870729383081 1.252810027450322 3.4526708945631972 1.5170428417623032 2.6581081822514525 1.7383894845843313 50.73014309303835 leaf_count=31 10 18 12 13 9 1119 internal_value=0.000412246 -0.000663124 0.00210159 0.00023712 0.00200475 -0.000979487 internal_weight=63.4249 62.172 58.7194 57.2023 54.5442 52.4685 internal_count=1212 1202 1184 1172 1159 1128 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=7 num_cat=0 split_feature=20 20 20 20 19 20 split_gain=0.376926 0.390798 0.693552 0.50449 0.60651 0.955744 threshold=0.15581312665000005 0.20344614855000001 0.31027308865000008 0.34650010530000003 0.86545104210000012 0.76592940720000013 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=-0.042176423072238976 0.048872442710048702 -0.047215015893267827 0.043778397541355929 -0.002468023413717759 -0.053324453626212409 0.044025024043594201 leaf_weight=2.0638830431271344 1.6778548806905744 2.9568996354937553 2.8113028407096863 40.903110208164435 2.0280791297554961 4.9573273435235015 leaf_count=25 6 9 6 1144 7 15 internal_value=-0.000216585 0.00134844 -0.00013764 0.00260799 0.000191077 0.00255769 internal_weight=57.3985 55.3346 53.6567 50.6998 47.8885 45.8604 internal_count=1212 1187 1181 1172 1166 1159 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=7 num_cat=0 split_feature=5 10 4 3 4 4 split_gain=0.32634 0.702878 0.456598 0.421326 0.700683 0.729262 threshold=4795.5000000000009 41.000000000000007 34110.500000000007 11.500000000000002 2155.5000000000005 1000.5000000000001 decision_type=10 8 10 10 10 10 left_child=3 2 -2 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.001462007408397273 -0.081050946027181867 0.066171695500890457 0.0051799353302107443 0.043195655246950765 -0.054488474021471889 0.036748299002776132 leaf_weight=56.654915697115939 1.8278325527426202 0.61492280568927515 0.9247117144986986 2.3296986664936403 2.2841064810199887 5.4777873390703453 leaf_count=481 179 30 45 48 251 178 internal_value=-0.000114418 -0.0304879 -0.0520819 0.00141797 -9.29574e-05 0.00190672 internal_weight=70.114 3.36747 2.75254 66.7465 64.4168 62.1327 internal_count=1212 254 224 958 910 659 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.199904 1.22277e-09 4.45919e-10 2.97492e-10 4.52501e-10 1.95126e-10 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075036807445355888 -0.075063101339507526 -0.075027966229639434 -0.075016555674860319 -0.075017476083862888 -0.075057586124156861 -0.075018988302749237 leaf_weight=0.15159269422292709 0.007319019816350191 0.055894172779517248 0.096721165510189167 0.0047940174481482245 0.0068052408169023693 0.0427034290987649 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0128411 -0.0750229 -0.0750215 -0.0750259 -0.075041 -0.0750241 internal_weight=0.36583 0.214237 0.206918 0.110197 0.0115993 0.0985976 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=7 num_cat=0 split_feature=0 4 0 0 0 0 split_gain=0.330118 2.20894 3.46481 1.14744 1.01752 0.773426 threshold=0.0041515000000000015 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 0.035989000000000007 0.037647000000000007 decision_type=8 10 10 8 8 8 left_child=1 2 -1 -2 -5 -6 right_child=3 -3 -4 4 5 -7 leaf_value=0.086158591221924499 0.065793812946190744 -0.080727189636219276 -0.086942606095296374 -0.09993108022295763 0.091798802533746185 0.00019821252828122841 leaf_weight=3.2187477666884643 2.7864510319195679 3.3648605784401298 1.8046275638043878 1.0008040708489705 0.93906715512275596 50.03978974110214 leaf_count=58 140 22 13 15 15 949 internal_value=0.000447025 -0.0180267 0.0239727 0.00327654 -7.47923e-05 0.00188556 internal_weight=63.1543 8.38824 5.02338 54.7661 51.9797 50.9789 internal_count=1212 93 71 1119 979 964 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=7 num_cat=0 split_feature=19 19 20 20 21 21 split_gain=0.405958 1.3451 0.723819 1.80134 0.806871 1.7237 threshold=0.41494021885000004 0.48125046350000006 0.31027308865000008 0.34650010530000003 0.16093797035000004 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=-0.019287951164651679 0.081500070943851699 -0.044993222972714859 0.10938488130103929 -0.065772353354469085 0.12435100037256286 -0.0012388629861739785 leaf_weight=9.3947157336515357 2.1106031686067581 3.3372464030981064 1.5445006787776945 1.8171698078513143 1.12549751996994 37.650790335334023 leaf_count=49 6 13 3 6 2 1133 internal_value=-0.000291432 0.00345899 -0.000163065 0.0033874 -0.000645596 0.00240643 internal_weight=56.9805 47.5858 45.4752 42.138 40.5935 38.7763 internal_count=1212 1163 1157 1144 1141 1135 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=7 num_cat=0 split_feature=0 8 3 4 4 7 split_gain=0.319822 0.937828 1.35132 0.694959 0.979918 0.677067 threshold=23.872839500000005 4.4954850976912946 5.5000000000000009 23996.500000000004 4054.0000000000005 76.473063496013751 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.005432516991057566 -0.080918708932218836 0.084911345775152747 -0.046025139341901333 0.067385681753056911 -0.075267009033354204 -0.03222136817239192 leaf_weight=56.090167148940964 1.8553355652838934 1.3453006297349932 1.903365542180836 1.5764470218564373 1.6763772891208635 5.2198318604641818 leaf_count=510 37 6 77 43 317 222 internal_value=-9.94451e-05 -0.0241972 0.00819679 0.0018056 0.000164238 0.00222673 internal_weight=69.6668 5.104 3.24867 64.5628 62.9864 61.31 internal_count=1212 120 83 1092 1049 732 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.185186 1.09789e-09 3.54964e-10 2.39001e-10 3.63821e-10 1.63076e-10 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075035629774653126 -0.075060884914696119 -0.075026067866672208 -0.075015387163447134 -0.075016338847690989 -0.075053702957211477 -0.075017524193225493 leaf_weight=0.14070202270522714 0.006794900677050463 0.05145468518458074 0.089485617458194611 0.0044657557955360971 0.0062578393117291853 0.039484692708356306 leaf_count=16 19 130 759 43 14 231 internal_value=-0.012675 -0.0750214 -0.07502 -0.075024 -0.0750381 -0.0750224 internal_weight=0.338646 0.197943 0.191149 0.101663 0.0107236 0.0909394 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=7 num_cat=0 split_feature=21 21 21 19 21 20 split_gain=0.337317 0.341364 0.77562 0.950311 1.41879 1.15079 threshold=0.14357116100000003 0.88726092775000021 0.77990823500000006 0.2809201300000001 0.32816394200000004 0.59289009450000008 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.047556038120441881 0.068607335070572317 0.0461135042167021 -0.065915393584526874 -0.071488266565934308 -0.00072810136669676799 0.10304996815973946 leaf_weight=1.4837812189944086 1.9583381824195383 1.518758937716483 1.8341389000415791 2.8114949427545071 51.691397735907231 1.0910775884985913 leaf_count=25 14 10 9 16 1129 9 internal_value=0.000446657 -0.000701029 -0.00189827 0.000141895 -0.00226985 0.00141712 internal_weight=62.389 60.9052 59.3864 57.5523 55.594 52.7825 internal_count=1212 1187 1177 1168 1154 1138 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 6 split_gain=0.384166 0.448573 0.618411 0.872405 0.988055 1.31982 threshold=60.179807500000003 56582.000000000007 54.500000000000007 14.500000000000002 6106.0000000000009 84.878191631965962 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=-0.002726001698225814 0.059896164885203856 -0.066441636695258044 0.0752944629637851 -0.054169391408190486 -0.077706344693447338 0.074739173975849435 leaf_weight=46.209608438410214 1.040147007908671 1.0418464743997891 1.0638303364394222 2.9916010913439086 0.68389341793954272 3.3488764921785332 leaf_count=855 12 34 45 110 55 101 internal_value=-0.000313799 -0.00144549 -0.000198364 -0.00170702 0.00141677 0.0488868 internal_weight=56.3798 55.3397 54.2978 53.234 50.2424 4.03277 internal_count=1212 1200 1166 1121 1011 156 is_linear=0 shrinkage=0.1 Tree=339 num_leaves=7 num_cat=0 split_feature=21 21 20 21 21 21 split_gain=0.315848 0.565413 0.542628 0.87811 1.65291 1.58327 threshold=0.22161084545000001 0.32816394200000004 0.66340245080000015 0.80522880530000018 0.85846023185000009 0.96986978155000014 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.023091489648038789 0.042683348797899839 -0.037961560421501971 0.037523392243810946 0.10903676869949663 -0.10284712485807823 0.0018654162869065284 leaf_weight=5.4905294066411443 3.2278523780405521 6.268426613882184 3.570616587996482 1.3957058191299438 1.4895010963082311 47.234476727135188 leaf_count=37 9 22 17 3 9 1115 internal_value=-8.56509e-05 0.00191342 -0.000281415 -0.0026753 0.00173793 -0.00133567 internal_weight=68.6771 63.1866 59.9587 56.3881 50.1197 48.724 internal_count=1212 1175 1166 1149 1127 1124 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.175518 8.76721e-10 2.94998e-10 1.90934e-10 2.90636e-10 1.29783e-10 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075034396354458507 -0.07505642510177736 -0.075024173389204821 -0.075014081607702843 -0.075015153799990575 -0.075049824620511824 -0.07501625836941167 leaf_weight=0.13596855383366346 0.0063008808865561141 0.047676582798885647 0.082126523818260466 0.0041439991910010576 0.0058043380849994719 0.03663499927642988 leaf_count=16 19 130 759 43 14 231 internal_value=-0.0109926 -0.0750198 -0.0750185 -0.0750223 -0.0750354 -0.0750207 internal_weight=0.318656 0.182687 0.176386 0.0942599 0.00994834 0.0843116 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=7 num_cat=0 split_feature=0 7 7 4 8 4 split_gain=0.325265 1.12699 1.73462 1.05108 2.32511 1.38396 threshold=4.6811795000000016 73.338663815671964 1.0000000180025095e-35 467.50000000000006 5.8010039228770447 219.50000000000003 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=0.0038544638246260973 0.014993312105604874 0.01742657114758259 -0.082443179958482549 0.086168475311445461 -0.0023136155603614354 -0.05129961105528992 leaf_weight=29.776712507009506 3.2620784528553468 6.5140131544321775 4.1534616955323145 4.5691938754171106 8.4845456117764115 5.3700505066663018 leaf_count=294 37 190 68 176 403 44 internal_value=0.000537323 -0.012922 -0.0395811 0.00442697 0.0286577 -0.00457249 internal_weight=62.1301 13.9296 7.41554 48.2005 13.0537 35.1468 internal_count=1212 295 105 917 579 338 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=7 num_cat=0 split_feature=7 7 0 6 9 0 split_gain=0.37017 0.457012 0.402545 1.58596 0.904972 1.6596 threshold=79.000560087679474 82.432836039982377 19.409948500000002 85.152590018179666 6.0901615432950926 0.0031780000000000007 decision_type=10 10 10 10 8 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.019989235768950356 0.047496934536449209 -0.045849463399659049 0.073095743268413158 -0.026157158933475338 0.0025536696992012622 -0.057942511923037426 leaf_weight=4.2960627418942732 2.9370645633898671 0.63850522227585305 3.0641316268593064 3.3922623042017221 34.024355687884963 7.5084708173526451 leaf_count=83 128 20 31 81 523 346 internal_value=-0.000301252 0.0308277 -0.00243003 0.0209471 -0.00572341 -0.0295806 internal_weight=55.8609 3.57557 52.2853 6.45639 45.8289 11.8045 internal_count=1212 148 1064 112 952 429 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=7 num_cat=0 split_feature=9 9 10 9 9 0 split_gain=0.310753 0.593006 0.671178 0.569954 0.81235 1.3584 threshold=7.8397116616035101 7.9966239479282715 35.000000000000007 7.5590381203764272 6.0876787784018074 15.033344500000002 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=0.0028594548134030259 -0.077604804332660857 0.066235842061061173 0.055211863654962182 0.042963076434002115 -0.06640956999055099 0.039562460444775627 leaf_weight=56.337484524032334 1.988527957073529 0.51061324097099703 0.47050636378116895 3.1187916739727362 4.2262490498833349 1.6946360580623148 leaf_count=564 281 34 36 142 139 16 internal_value=-0.000190981 -0.031829 -0.0521919 0.00124612 -0.00084366 -0.036079 internal_weight=68.3468 2.96965 2.45903 65.3772 62.2584 5.92089 internal_count=1212 351 317 861 719 155 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=7 num_cat=0 split_feature=19 4 3 3 7 19 split_gain=0.162836 6.8898e-10 2.3502e-10 1.72883e-10 1.51239e-10 5.88821e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 72.192781170150241 0.76803983445000001 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075032091290453545 -0.075052158475840444 -0.075022767579477623 -0.075013079196248375 -0.075017293638834082 -0.075043688502975436 -0.07501706674148044 leaf_weight=0.12664763047359884 0.0058246084445272564 0.02867223020439269 0.075679865469737706 0.0035026742916670628 0.0057091327907983214 0.049219170137803303 leaf_count=16 19 66 759 44 13 295 internal_value=-0.0106553 -0.0750184 -0.0750172 -0.0750207 -0.0750337 -0.0750192 internal_weight=0.295255 0.168608 0.162783 0.0871032 0.00921181 0.0778914 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 4 split_gain=0.327612 1.75718 1.18082 1.27725 3.18802 2.42944 threshold=0.068115000000000023 0.12871450000000004 0.058236500000000004 156.00000000000003 538.50000000000011 6106.0000000000009 decision_type=8 8 8 10 10 8 left_child=2 -2 3 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.023235656519802469 0.069667697612855892 -0.0011731072403453353 -0.073475063396035489 -0.098357004417279237 0.09598496241078408 -0.044926823237669139 leaf_weight=10.080140348523861 3.8782703431788823 36.037668606149964 2.5513926907442501 3.7619912344962341 2.3970036930404603 2.4992199204862118 leaf_count=140 89 773 22 18 84 86 internal_value=0.000366717 0.00570985 -0.00965107 -0.000960875 -0.0291312 0.0240582 internal_weight=61.2057 39.9159 21.2897 18.7384 8.65821 4.89622 internal_count=1212 862 350 328 188 170 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=7 num_cat=0 split_feature=5 5 4 5 4 8 split_gain=0.341847 0.521877 0.420115 1.46117 0.597003 1.07558 threshold=59.000000000000007 63.000000000000007 126.00000000000001 108.50000000000001 168.50000000000003 4.3707218560531276 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=-0.075797261609543282 0.091188998667226392 0.030805843197780514 -0.087138072658607624 -0.083414124615696222 0.059650988576740852 -0.0019178449215694752 leaf_weight=0.59140197979286213 0.62918625771999259 3.9907016619108608 1.97808502241969 0.83181882090866466 3.032799342647194 44.04182657423371 leaf_count=120 2 33 85 25 42 905 internal_value=-0.000178284 0.000642222 -0.000415236 -0.00291288 0.000564823 0.00204875 internal_weight=55.0958 54.5044 53.8752 49.8845 47.9064 47.0746 internal_count=1212 1092 1090 1057 972 947 is_linear=0 shrinkage=0.1 Tree=347 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 7 split_gain=0.290714 0.477099 1.73677 1.44946 0.72202 1.72752 threshold=0.22161084545000001 0.62272809245000016 0.80522880530000018 0.85846023185000009 0.96986978155000014 87.44524843734844 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=-0.022267023672779915 0.022038531643631308 -0.091475368530356024 0.10521049583886406 -0.053213211050974901 -0.0010774532416821161 0.1330092061833755 leaf_weight=5.4579170199285727 9.811829209327696 2.0826244708150625 1.3178019225597382 2.5187249518930912 45.346900439129968 0.98164421319961448 leaf_count=37 33 12 3 12 1113 2 internal_value=-0.000140355 0.00180561 -0.00199402 0.00172083 -0.00107111 0.00176368 internal_weight=67.5174 62.0595 52.2477 50.1651 48.8473 46.3285 internal_count=1212 1175 1142 1130 1127 1115 is_linear=0 shrinkage=0.1 Tree=348 num_leaves=7 num_cat=0 split_feature=20 4 3 3 0 0 split_gain=0.153318 5.36611e-10 1.92608e-10 1.40892e-10 1.99299e-10 8.81768e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075030710270378553 -0.075048193769258517 -0.075020928465016845 -0.075012145162046073 -0.075012886856180655 -0.075044130832316147 -0.075013863633295264 leaf_weight=0.12089744140394032 0.0053543742178590028 0.040941179831861518 0.070076685784442816 0.0034255381215189118 0.0050534636684460565 0.031076177678187378 leaf_count=16 19 130 759 43 14 231 internal_value=-0.00948686 -0.0750171 -0.075016 -0.0750193 -0.0750315 -0.0750179 internal_weight=0.276825 0.155927 0.150573 0.0804964 0.008479 0.0720174 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=349 num_leaves=7 num_cat=0 split_feature=4 4 3 6 6 4 split_gain=0.323994 1.39259 2.7138 0.917227 1.24041 0.931745 threshold=126.00000000000001 149.00000000000003 1.0000000180025095e-35 83.534692932856203 102.89534848639566 333.00000000000006 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.020181433181934261 0.085890336281516766 -0.090353995173951984 0.026800154976220139 -0.045036478438223053 0.084891845838096128 0.0012738915088282947 leaf_weight=6.8156198952347031 1.9514648243784893 3.1341313496232024 14.422639600932596 5.8865397309418759 1.402108540758493 26.878421079949476 leaf_count=75 38 17 308 96 22 656 internal_value=0.000356573 0.00296446 -0.00016421 0.00565321 -0.00327336 0.00541955 internal_weight=60.4909 53.6753 51.7238 48.5897 34.1671 28.2805 internal_count=1212 1137 1099 1082 774 678 is_linear=0 shrinkage=0.1 Tree=350 num_leaves=7 num_cat=0 split_feature=7 2 13 4 4 8 split_gain=0.321997 0.508622 0.800384 0.344544 1.41462 1.10994 threshold=79.447232184458983 3.5000000000000004 49199.500000000007 5872.0000000000009 7243.5000000000009 4.4954850976912946 decision_type=10 10 10 10 8 10 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=0.002097998855132086 0.084944083156143366 -0.07910572713841961 0.052378201267327167 0.09019590272443638 -0.0070765173489739019 -0.03840022742733256 leaf_weight=34.934583976049908 1.1171844825148576 0.76762372115626898 1.1665280135348439 1.9797618202865095 6.1066662760858899 8.3934347124013566 leaf_count=378 4 98 27 47 274 384 internal_value=-0.000337628 0.0312242 0.000195024 -0.00221075 0.0167382 -0.00574725 internal_weight=54.4658 3.05134 1.93415 51.4144 8.08643 43.328 internal_count=1212 129 125 1083 321 762 is_linear=0 shrinkage=0.1 Tree=351 num_leaves=7 num_cat=0 split_feature=0 0 7 4 4 7 split_gain=0.286643 0.834027 0.720561 0.579027 0.621771 0.559157 threshold=23.872839500000005 31.825229500000003 80.773356357613224 32495.000000000004 4433.0000000000009 76.473063496013751 decision_type=10 10 8 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0051708823814490363 -0.080685153974720411 -0.023970318514164122 0.084450378124572109 0.073937063891610685 -0.05907185213237573 -0.029624300401413256 leaf_weight=54.139131749536318 1.6633503707125772 2.0902038663625722 0.86733920127153386 1.0925771237525612 1.7037108195072495 5.0491748326967345 leaf_count=511 50 66 4 29 317 235 internal_value=-8.31776e-06 -0.0240351 0.00782551 0.00178285 0.0004882 0.00220261 internal_weight=66.6055 4.62089 2.95754 61.9846 60.892 59.1883 internal_count=1212 120 70 1092 1063 746 is_linear=0 shrinkage=0.1 Tree=352 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.141331 4.33182e-10 1.51784e-10 1.1713e-10 1.6394e-10 7.12722e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075028131700807299 -0.075044801352139368 -0.075019436035641332 -0.075011320067724263 -0.07501176174823572 -0.0750414042211313 -0.075012822464218712 leaf_weight=0.11122370767407119 0.0050028250698233015 0.037753413344034925 0.064922543095235596 0.0031084862093848633 0.0046669455186929554 0.028668324728641892 leaf_count=16 19 130 759 43 14 231 internal_value=-0.00965972 -0.0750159 -0.0750149 -0.0750179 -0.0750296 -0.0750166 internal_weight=0.255346 0.144123 0.13912 0.0741972 0.00777543 0.0664217 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=353 num_leaves=7 num_cat=0 split_feature=15 16 20 3 3 0 split_gain=0.348354 0.813599 0.355418 0.372267 0.697483 0.683885 threshold=4.5000000000000009 2.0000000000000004 0.18647970780000003 15.500000000000002 39.000000000000007 8.0202915000000008 decision_type=10 10 8 10 10 10 left_child=2 -2 -1 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=0.043634931725111264 -0.069215088037808833 0.062266036017205886 0.0026518732378093884 0.074360256273987096 -0.012533349257544346 -0.032218512838558006 leaf_weight=1.9785862355493007 1.8711435317527496 0.62878824479412276 45.035438060993329 1.8579367713537061 1.8372108172625301 6.4269559611566356 leaf_count=14 94 96 789 68 66 85 internal_value=0.000393517 -0.0361447 0.00199221 0.000498419 0.0311571 -0.00170297 internal_weight=59.6361 2.49993 57.1361 55.1575 3.69515 51.4624 internal_count=1212 190 1022 1008 134 874 is_linear=0 shrinkage=0.1 Tree=354 num_leaves=7 num_cat=0 split_feature=19 19 20 19 20 19 split_gain=0.315665 0.9018 2.01695 0.521714 1.15215 0.620597 threshold=0.83003775260000012 0.63319291535000011 0.18647970780000003 0.51159595590000018 0.24640452245000002 0.41494021885000004 decision_type=10 10 8 10 8 10 left_child=1 2 -1 4 -4 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.12027110503097377 -0.026062276143708797 0.039993069717185331 0.099994089005597434 -0.047134385700444273 -0.0026348375579760405 0.049233178601285586 leaf_weight=1.4163648619432931 4.3930917456746092 5.5234393700957289 1.202480226755142 2.1359975561499587 36.7607517469296 2.4612512141466132 leaf_count=24 13 15 3 9 1142 6 internal_value=-0.000372288 0.00190767 -0.00287581 0.00103097 0.00357599 0.000619974 internal_weight=53.8934 49.5003 43.9768 42.5605 40.4245 39.222 internal_count=1212 1199 1184 1160 1151 1148 is_linear=0 shrinkage=0.1 Tree=355 num_leaves=7 num_cat=0 split_feature=9 9 8 9 3 8 split_gain=0.291142 0.52735 0.688218 0.637546 1.44573 1.14674 threshold=7.8397116616035101 7.5590381203764272 6.6309332046157996 6.0876787784018074 11.500000000000002 5.2927476730057128 decision_type=10 10 10 10 8 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=-0.0027605238900075537 -0.031893428152524404 -0.013414226752026746 0.083165960000444322 -0.052969417035739534 0.094864659957868414 0.041779045794203912 leaf_weight=47.691911354428157 2.7449830825971722 1.2824509678757743 1.7373546359594909 4.8427978341933331 0.76616610214114178 6.5778571497648946 leaf_count=437 351 130 12 151 4 127 internal_value=-1.42802e-05 0.00137697 0.0421503 -0.000679309 -0.0327758 0.00263797 internal_weight=65.6435 62.8985 3.01981 59.8787 5.60896 54.2698 internal_count=1212 861 142 719 155 564 is_linear=0 shrinkage=0.1 Tree=356 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.132629 3.46321e-10 1.21972e-10 9.71993e-11 1.33522e-10 5.28749e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075026861806122058 -0.075041614961166903 -0.075017961494131855 -0.075010513815868027 -0.07501092307194801 -0.075038674219918833 -0.075012048604809076 leaf_weight=0.10554207256063819 0.0046423109379247754 0.034866822374169715 0.059892544979675222 0.0028771500037692013 0.0043627653503790498 0.026707924836955499 leaf_count=16 19 130 759 43 14 231 internal_value=-0.00872653 -0.0750148 -0.0750138 -0.0750167 -0.0750276 -0.0750154 internal_weight=0.238892 0.13335 0.128707 0.0688147 0.00723992 0.0615747 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=357 num_leaves=7 num_cat=0 split_feature=15 16 0 0 4 2 split_gain=0.314446 0.738303 0.354231 1.58523 1.12103 2.67512 threshold=4.5000000000000009 2.0000000000000004 0.048128000000000004 0.041996000000000006 149.00000000000003 4.5000000000000009 decision_type=10 10 8 10 10 10 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.034105014984260065 -0.068022631841837253 0.061307467507644348 0.0065713544929704264 -0.10566546251321945 -0.069383967107859948 0.054599647304199972 leaf_weight=5.5532078407704812 1.754229524492984 0.58981361694168288 42.019582323438954 1.5927888131700445 4.8661026991903782 2.7091251941164955 leaf_count=85 94 96 746 10 40 141 internal_value=0.000411873 -0.0354803 0.00189463 -0.0114544 -2.4374e-05 -0.0250438 internal_weight=59.0849 2.34404 56.7408 14.7212 13.1284 7.57523 internal_count=1212 190 1022 276 266 181 is_linear=0 shrinkage=0.1 Tree=358 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=0.333814 0.380999 0.588382 0.613088 0.800415 1.68422 threshold=60.179807500000003 56582.000000000007 10692.000000000002 13.500000000000002 6106.0000000000009 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=0.0032561109863046183 0.058294360812020198 -0.064135850119439661 0.041864570029615168 -0.056828532596623731 0.045245353420060835 -0.05582813404956774 leaf_weight=37.272219070582651 0.95299366908147831 0.95124674891121586 3.114198754366952 2.0257614935981101 3.5153815682278937 5.5418754396232535 leaf_count=416 12 34 99 88 144 419 internal_value=-0.000359292 -0.0014256 -0.000266602 -0.00297996 -0.00062542 -0.00439178 internal_weight=53.3737 52.4207 51.4694 48.3552 46.3295 42.8141 internal_count=1212 1200 1166 1067 979 835 is_linear=0 shrinkage=0.1 Tree=359 num_leaves=7 num_cat=0 split_feature=5 0 6 2 8 9 split_gain=0.285088 2.06183 1.66004 1.14365 1.17336 2.15238 threshold=163.00000000000003 0.112501 76.59940072320407 3.5000000000000004 4.4954850976912946 6.0459138206527951 decision_type=10 10 10 10 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.0044354269623613895 -0.085178829960529848 -0.10518826167566944 0.08864250092532952 -0.086902412481584576 0.063097731434011206 -0.020400762503158313 leaf_weight=44.582255068060476 3.083462200422221 1.2985086627304578 1.751108050346377 1.3173380233347387 5.0594528759829691 7.9195366622807351 leaf_count=357 206 24 10 15 71 529 internal_value=-4.7285e-05 -0.00982972 0.00356454 0.0123645 0.00302144 0.0121485 internal_weight=65.0117 20.4294 17.3459 16.0474 14.2963 12.979 internal_count=1212 855 649 625 615 600 is_linear=0 shrinkage=0.1 Tree=360 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 11 split_gain=0.125807 2.60674e-10 9.11765e-11 6.85744e-11 9.83715e-11 4.10925e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 15.500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075025858181192895 -0.075038111618128012 -0.07501429701413892 -0.07500887958052585 -0.075010176108664575 -0.075035005169410265 -0.075017495564889972 leaf_weight=0.10247497423551977 0.0042273695289622984 0.05706182054564124 0.048744473567012392 0.0026664909346436607 0.0039735619502607733 0.0062445916689739525 leaf_count=16 19 361 713 43 14 46 internal_value=-0.00679827 -0.0750137 -0.0750128 -0.0750154 -0.075025 -0.0750099 internal_weight=0.225393 0.122918 0.118691 0.0637019 0.00664005 0.0549891 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=361 num_leaves=7 num_cat=0 split_feature=15 10 4 5 4 3 split_gain=0.316433 0.405116 0.348607 1.29357 1.17954 2.4637 threshold=4.5000000000000009 50.000000000000007 126.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 decision_type=10 8 8 10 8 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.023840551264676643 -0.052708153597568919 0.075660868599090852 0.084695092548442805 -0.063149118764986731 -0.088237182149354373 0.0076821962215011226 leaf_weight=3.457866132259368 1.9428240575653029 0.28145899053197343 1.7866664081811894 3.380775349214673 2.8486455306410781 44.643707264680415 leaf_count=42 116 74 38 33 17 892 internal_value=0.000527311 -0.0364644 0.00199352 -0.019164 0.00492963 0.00192884 internal_weight=58.3419 2.22428 56.1177 6.83864 49.279 47.4924 internal_count=1212 190 1022 75 947 909 is_linear=0 shrinkage=0.1 Tree=362 num_leaves=7 num_cat=0 split_feature=5 0 4 4 3 2 split_gain=0.310618 0.464972 0.941464 0.521434 0.502578 0.837721 threshold=59.000000000000007 0.0019160000000000004 115.00000000000001 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=-0.075749732166782061 0.037441633939338033 -0.085250256574395888 0.089027465741875811 -0.033009247666673562 0.043842871478024875 -0.0023098237531813245 leaf_weight=0.54049248492810775 3.1901782595086834 1.3205047249793995 0.65397322177886863 4.4126816939096889 4.3846027543768278 38.169506013975479 leaf_count=120 18 20 2 199 60 793 internal_value=-0.000331088 0.000450844 -0.00196036 0.000349239 -0.000885531 0.00244556 internal_weight=52.6719 52.1314 48.9413 47.6208 46.9668 42.5541 internal_count=1212 1092 1074 1054 1052 853 is_linear=0 shrinkage=0.1 Tree=363 num_leaves=7 num_cat=0 split_feature=21 21 20 21 21 21 split_gain=0.270039 0.442821 0.52165 0.697807 1.28119 1.3476 threshold=0.22161084545000001 0.32816394200000004 0.66340245080000015 0.80522880530000018 0.85846023185000009 0.96986978155000014 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.021596139707272432 0.038159365515102309 -0.03457428674883805 0.036881528027441754 0.10128050403396363 -0.099546716445261169 0.0016887872227100886 leaf_weight=5.3941205328628712 3.1661209687590599 6.1066515427082777 3.5349502973258486 1.2495035231113434 1.3561058193445203 43.277352316326869 leaf_count=37 9 22 17 3 9 1115 internal_value=-0.000184023 0.00178391 -0.000290287 -0.00281772 0.00140882 -0.00138707 internal_weight=64.0848 58.6907 55.5246 51.9896 45.883 44.6335 internal_count=1212 1175 1166 1149 1127 1124 is_linear=0 shrinkage=0.1 Tree=364 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.113966 2.01508e-10 7.41886e-11 5.3565e-11 7.79174e-11 3.33457e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075022884708891763 -0.075035125571102312 -0.075015529581664103 -0.075009129718516754 -0.075009399708175384 -0.075032400474769334 -0.075010460410262936 leaf_weight=0.091383756371214986 0.0038785971701145163 0.029751210568065289 0.050736543226776121 0.0024563311744714147 0.0036783918039873242 0.023015556223981548 leaf_count=16 19 130 759 43 14 231 internal_value=-0.00809817 -0.0750127 -0.0750119 -0.0750143 -0.0750232 -0.0750133 internal_weight=0.2049 0.113517 0.109638 0.0589015 0.00613472 0.0527668 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=365 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 20 split_gain=0.288025 0.420307 0.94932 0.690794 0.352236 0.860642 threshold=0.14357116100000003 0.86545104210000012 0.63319291535000011 0.18647970780000003 0.46075395060000007 0.70258524785000009 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=0.043620748020788677 0.077173709795880993 0.066284798269733838 -0.059576968829095536 -0.038720984331931295 0.064708983054368965 -0.001518159684032271 leaf_weight=1.5068275451194493 1.1693393960595129 0.9219316802918901 2.704523153603076 2.3096410892903805 2.0474072806537151 47.167971061018761 leaf_count=25 8 8 15 14 16 1126 internal_value=0.000473814 -0.000680555 -0.00179497 0.00117067 -0.000554186 0.00123695 internal_weight=57.8276 56.3208 55.3989 52.6944 51.525 49.2154 internal_count=1212 1187 1179 1164 1156 1142 is_linear=0 shrinkage=0.1 Tree=366 num_leaves=7 num_cat=0 split_feature=21 21 21 20 19 19 split_gain=0.304977 1.17545 0.729562 1.09546 0.735199 2.42132 threshold=0.16093797035000004 0.22161084545000001 0.53514027195000013 0.15581312665000005 0.23075891465000004 0.41494021885000004 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=-0.031071572602767862 0.05792028888529515 -0.032215558060146643 -0.12039297745438843 0.048659991438955198 -0.14061369934906817 0.0055138359563306942 leaf_weight=3.0603799973032437 3.4303032755851746 7.1075500920414925 0.71019671857357025 3.4947139248251915 1.1741034835577009 33.145965353272913 leaf_count=28 9 24 4 9 6 1132 internal_value=-0.000444407 0.00146602 -0.00277778 0.00265325 0.00496417 0.000514754 internal_weight=52.1232 49.0628 45.6325 38.525 37.8148 34.3201 internal_count=1212 1184 1175 1151 1147 1138 is_linear=0 shrinkage=0.1 Tree=367 num_leaves=7 num_cat=0 split_feature=5 10 3 8 9 9 split_gain=0.274974 0.60349 0.34782 0.407593 0.333274 1.18171 threshold=4795.5000000000009 41.000000000000007 11.500000000000002 5.4721983888544505 6.1041741653575761 7.5456810564319428 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0026619944702803689 -0.054273248167925114 0.066750478183951967 0.085779340178059368 -0.0047190838273852877 -0.05441696488021034 0.031388506390000279 leaf_weight=52.011281528917607 2.1763132350606607 0.50825575063936401 1.0386303314007805 0.95552870963001635 4.1163877162616691 2.6307976039170171 leaf_count=538 224 30 14 34 137 235 internal_value=-4.06109e-05 -0.0313604 0.00134337 0.0424158 -5.05591e-05 -0.0209605 internal_weight=63.4372 2.68457 60.7526 1.99416 58.7585 6.74719 internal_count=1212 254 958 48 910 372 is_linear=0 shrinkage=0.1 Tree=368 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.107301 1.60184e-10 5.921e-11 4.31531e-11 6.23439e-11 2.52672e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075021973118067894 -0.075032540615438251 -0.075014345199887367 -0.075008454988563261 -0.075008721171237969 -0.075030074386820189 -0.07500976345383964 leaf_weight=0.087276584701612592 0.0035960416134912512 0.027528090457053622 0.046825455869111465 0.0022781138213758814 0.003419939152081497 0.021388098404713674 leaf_count=16 19 130 759 43 14 231 internal_value=-0.00692238 -0.0750118 -0.0750111 -0.0750133 -0.0750215 -0.0750123 internal_weight=0.192312 0.105036 0.10144 0.0546142 0.00569805 0.0489162 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=369 num_leaves=7 num_cat=0 split_feature=13 4 5 4 3 5 split_gain=0.276498 0.290156 1.14769 1.10662 2.20591 1.45134 threshold=49199.500000000007 126.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 76.000000000000014 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=0.022472701145375182 -0.049556065998530872 0.083932170202516115 -0.060033290208358452 -0.087226084448600444 0.079009999479708867 0.0020572135448215061 leaf_weight=3.4333954676985732 1.0842648672405619 1.6761310249567021 3.31268051546067 2.660807702690362 2.5990840047597876 42.979923490405781 leaf_count=42 75 38 33 17 51 956 internal_value=0.000466119 0.00142333 -0.0180421 0.00405405 0.00127863 0.00644535 internal_weight=57.7463 56.662 6.74608 49.9159 48.2398 45.579 internal_count=1212 1137 75 1062 1024 1007 is_linear=0 shrinkage=0.1 Tree=370 num_leaves=7 num_cat=0 split_feature=5 5 0 5 5 3 split_gain=0.28502 0.469877 0.328029 1.48432 0.612337 1.18895 threshold=59.000000000000007 63.000000000000007 0.0019160000000000004 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=-0.075699910037731674 0.089868114003269162 0.031831285758253426 -0.081562565346164434 0.060182485983592951 -0.079490795838139547 0.0024237960832259706 leaf_weight=0.49791205616202105 0.57941843569278617 2.9217889268766148 2.2723152835387728 1.6974342726171006 1.8499156059697259 42.021698815522541 leaf_count=120 2 17 103 11 106 853 internal_value=-0.000405005 0.000325193 -0.000696863 -0.00268344 0.0012499 -0.00103026 internal_weight=51.8405 51.3426 50.7632 47.8414 45.569 43.8716 internal_count=1212 1092 1090 1073 970 959 is_linear=0 shrinkage=0.1 Tree=371 num_leaves=7 num_cat=0 split_feature=4 4 4 4 4 0 split_gain=0.266765 3.08042 2.15515 1.47824 1.39986 1.23102 threshold=219.50000000000003 267.00000000000006 176.00000000000003 343.00000000000006 467.50000000000006 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=0.0025016964617944762 0.12344233704246717 -0.086658217448656427 -0.10241072308340836 0.062617973757700465 -0.075032993654592803 0.0013047392237500522 leaf_weight=16.150247434212364 2.0628652423620215 1.953124877065419 2.2281986176967612 3.5263985879719248 2.2481149784252912 35.006919966777787 leaf_count=214 6 27 31 29 190 715 internal_value=-7.2651e-05 0.00408949 -0.0102179 -0.00167186 0.00239835 -0.00330178 internal_weight=63.1759 44.7974 18.3784 42.7346 40.7814 37.255 internal_count=1212 967 245 961 934 905 is_linear=0 shrinkage=0.1 Tree=372 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.0988533 1.24227e-10 4.69711e-11 3.60015e-11 5.17865e-11 2.14703e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075019813284964834 -0.075029980478845987 -0.075013318357425696 -0.075007827899683688 -0.075007828141320232 -0.075028097964429635 -0.075008900596297348 leaf_weight=0.080433704424649477 0.0032996717345667994 0.025374228014698019 0.043354584561939191 0.0020766381967405314 0.0032068063737824559 0.019421060333115747 leaf_count=16 19 130 759 43 14 231 internal_value=-0.00689694 -0.0750109 -0.0750102 -0.0750123 -0.0750201 -0.0750114 internal_weight=0.177167 0.096733 0.0934333 0.0500787 0.00528344 0.0447953 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=373 num_leaves=7 num_cat=0 split_feature=20 19 20 20 20 0 split_gain=0.268739 0.363836 0.487499 0.751816 0.707878 0.393925 threshold=0.8618284543000001 0.63319291535000011 0.31027308865000008 0.46075395060000007 0.62523871355000005 47.407128000000007 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=0.044301824384181537 0.041041263832075903 -0.02932287646476971 -0.083583289481905146 0.067557556474901317 0.0012125159247922913 -0.036914683405726366 leaf_weight=2.5190115146106109 1.5704623535275448 4.1667720563709727 1.0732337832450864 1.548361651599407 43.051713895663852 2.8918674418237051 leaf_count=34 10 25 5 12 1098 28 internal_value=0.000250195 -0.000909257 0.00140835 -0.000816477 0.00105391 -0.00118736 internal_weight=56.8214 55.251 51.0842 48.5652 47.4919 45.9436 internal_count=1212 1202 1177 1143 1138 1126 is_linear=0 shrinkage=0.1 Tree=374 num_leaves=7 num_cat=0 split_feature=21 20 20 21 20 19 split_gain=0.273381 2.01233 1.80511 1.37356 1.02519 1.45696 threshold=0.30468621685000002 0.48408422815000002 0.59289009450000008 0.91302578255000011 0.15581312665000005 0.73925829740000004 decision_type=8 8 10 10 8 8 left_child=1 -1 3 4 -2 -6 right_child=2 -3 -4 -5 5 -7 leaf_value=-0.036774049506088494 -0.1151952689493586 0.060857049823048417 -0.057117426778144277 -0.12450108847818411 0.049727812296588229 -0.00070248869316430918 leaf_weight=3.9081369460036512 0.67299361526966095 4.5914909392595273 5.5057916939258567 0.81092485040426154 7.1607420146465302 28.647972847953497 leaf_count=30 4 13 21 3 22 1119 internal_value=-0.000415096 0.0159662 -0.00366836 0.00422272 0.00708403 0.00938216 internal_weight=51.2981 8.49963 42.7984 37.2926 36.4817 35.8087 internal_count=1212 43 1169 1148 1145 1141 is_linear=0 shrinkage=0.1 Tree=375 num_leaves=7 num_cat=0 split_feature=4 4 0 0 0 4 split_gain=0.267167 0.432685 4.10065 2.06165 0.803009 2.81332 threshold=109.00000000000001 149.00000000000003 0.041996000000000006 0.00019500000000000002 0.16056050000000002 164.50000000000003 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.035878852351306841 -0.086268438239387263 0.095880578268775371 0.083525414703276402 -0.024868187076312682 0.15057474307979521 -0.0002457580632493328 leaf_weight=2.0229043029248706 4.010816147492732 2.2332900762557975 2.2039449959993362 12.043209441733778 1.2779938057064999 38.366631015043822 leaf_count=19 66 6 28 365 8 720 internal_value=0.000133514 -0.00106892 -0.0260543 0.00181081 -0.00225369 0.00461613 internal_weight=62.1588 60.1359 6.21476 53.9211 51.6878 39.6446 internal_count=1212 1193 94 1099 1093 728 is_linear=0 shrinkage=0.1 Tree=376 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.0929628 9.16889e-11 3.33238e-11 2.35733e-11 3.56911e-11 1.51807e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075019002959194669 -0.075027135734261063 -0.075012122500564216 -0.075007264914353056 -0.075007328383761368 -0.075024892288282449 -0.075008255401661783 leaf_weight=0.076835012529045343 0.0030053872360440428 0.023214114989968948 0.040232784586805792 0.001935429456352721 0.002876413578633219 0.018040054133962258 leaf_count=16 19 130 759 43 14 231 internal_value=-0.00562551 -0.07501 -0.0750094 -0.0750112 -0.0750178 -0.0750104 internal_weight=0.166139 0.0893042 0.0862988 0.046066 0.00481184 0.0412542 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=377 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.277746 1.27135 1.07606 1.17493 1.36108 0.835807 threshold=0.048128000000000004 0.041996000000000006 0.055514500000000008 0.068115000000000023 0.12871450000000004 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=-0.00084115228258828617 0.069995542333878807 -0.094696004590090657 -0.060433100466150094 0.066414717750745769 -0.060034589500965678 0.0034743106091211853 leaf_weight=12.19704618945252 2.3595606656745067 1.6369864300359029 2.9326993862632653 3.3202187396818763 2.2165872454643241 31.817631151643582 leaf_count=281 31 11 27 89 18 755 internal_value=0.000365342 -0.011947 0.00435932 0.000515095 0.00530014 -0.000661909 internal_weight=56.4807 13.834 42.6467 40.2871 37.3544 34.0342 internal_count=1212 292 920 889 862 773 is_linear=0 shrinkage=0.1 Tree=378 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 19 split_gain=0.27053 0.979528 0.64576 0.626219 0.916017 1.11914 threshold=0.16093797035000004 0.22161084545000001 0.53514027195000013 0.89730301130000012 0.76803983445000001 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=-0.029384019374343342 0.053519553248726107 -0.03057226450102097 -0.00039799258359128631 0.094380250241696995 -0.10394002924411805 0.090777893489864411 leaf_weight=3.0509148935670964 3.3445148169994354 6.9596092030405998 34.538544819348317 0.72889133542776008 0.81680392473935981 1.4008461534976948 leaf_count=28 9 24 1142 2 3 4 internal_value=-0.000513534 0.00132959 -0.00259777 0.00259608 0.000775955 0.00315586 internal_weight=50.8401 47.7892 44.4447 37.4851 36.7562 35.9394 internal_count=1212 1184 1175 1151 1149 1146 is_linear=0 shrinkage=0.1 Tree=379 num_leaves=7 num_cat=0 split_feature=0 0 4 3 4 0 split_gain=0.274567 1.48496 1.73628 2.152 1.82668 1.45305 threshold=0.04603150000000001 0.030394000000000001 163.00000000000003 2.5000000000000004 109.00000000000001 0.055514500000000008 decision_type=8 10 10 10 10 8 left_child=1 2 4 -4 -1 -2 right_child=5 -3 3 -5 -6 -7 leaf_value=0.033062914540327892 -0.085721313565933863 0.067766797211746138 0.083796193821146753 -0.084379019513619619 -0.084985994966569375 0.00024533218857251206 leaf_weight=2.0351046919822675 2.0535877604270345 3.5929210568174303 3.085672102868557 1.0099157354197812 3.6830281273578294 46.185939712704567 leaf_count=19 37 53 11 139 64 889 internal_value=0.000103948 0.0127633 -0.00737411 0.0423265 -0.0429719 -0.00341432 internal_weight=61.6462 13.4066 9.81372 4.09559 5.71813 48.2395 internal_count=1212 286 233 150 83 926 is_linear=0 shrinkage=0.1 Tree=380 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 0 split_gain=0.0866146 6.75473e-11 2.56636e-11 1.96804e-11 2.90303e-11 1.11333e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075017930098312938 -0.075024615207734013 -0.075011116396819205 -0.075006742975871454 -0.075006671328675348 -0.075023198435635 -0.075007665650435262 leaf_weight=0.072157625574618578 0.002743410434050019 0.021309315430698916 0.03730216322742308 0.0017622960294829673 0.0026776937520480715 0.016659057946526445 leaf_count=16 19 130 759 43 14 231 internal_value=-0.00499113 -0.0750092 -0.0750087 -0.0750103 -0.0750166 -0.0750096 internal_weight=0.154612 0.0824539 0.0797105 0.0424084 0.00443999 0.0379684 internal_count=1212 1196 1177 418 57 361 is_linear=0 shrinkage=0.1 Tree=381 num_leaves=7 num_cat=0 split_feature=13 0 0 0 0 0 split_gain=0.248267 0.271262 1.15539 0.985664 0.845352 1.08266 threshold=49199.500000000007 0.068115000000000023 0.12871450000000004 0.058236500000000004 0.048128000000000004 0.041996000000000006 decision_type=10 8 8 8 8 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.00056840030755446567 -0.047575519743782976 0.063990421511337381 0.00093051711039892943 -0.069040574975173713 0.050373225474760953 -0.085427037759949725 leaf_weight=11.933906523510819 1.0540229438338418 3.1850846798624834 33.102300885744626 2.3416302464902392 2.7980755460448554 1.6687149833887804 leaf_count=263 75 84 722 22 36 10 internal_value=0.000498931 0.00141974 0.00646553 -0.00834953 0.000315715 -0.00998117 internal_weight=56.0837 55.0297 36.2874 18.7423 16.4007 13.6026 internal_count=1212 1137 806 331 309 273 is_linear=0 shrinkage=0.1 Tree=382 num_leaves=7 num_cat=0 split_feature=0 2 5 6 4 8 split_gain=0.2677 0.339236 0.474864 0.546909 0.64081 1.79501 threshold=60.179807500000003 77.000000000000014 10692.000000000002 126.01091904741988 6106.0000000000009 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=0.0032623099637319923 0.053629131955005738 -0.062355282306898366 0.038085168776113176 -0.071762815249223733 0.037296947360425624 -0.058604648270380234 leaf_weight=35.170381200034171 0.89380419999360938 0.90199483372270961 2.9986972856568164 1.1279285860946391 3.9312393504951606 5.4113038106006561 leaf_count=405 12 30 98 54 182 431 internal_value=-0.000610986 -0.00158956 -0.000462691 -0.00299536 -0.00125284 -0.00498725 internal_weight=50.4353 49.5415 48.6396 45.6409 44.5129 40.5817 internal_count=1212 1200 1170 1072 1018 836 is_linear=0 shrinkage=0.1 Tree=383 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 21 split_gain=0.265475 1.15773 1.50945 0.828927 0.827721 0.850506 threshold=0.88726092775000021 0.80522880530000018 0.62272809245000016 0.14357116100000003 0.83018951285000009 0.17844275080000002 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=-0.088374652802167414 -0.034225282057616428 0.076877255983458459 -0.089108856457664587 0.072375331169294815 -0.086574026894632283 0.0027343911647235413 leaf_weight=1.0020574984082484 2.1779564954340449 1.9607848450541485 1.8915529418736685 1.8158986866474152 1.0030848681926716 51.174776128784288 leaf_count=25 10 6 12 5 8 1146 internal_value=5.90732e-05 0.00132793 -0.00127609 0.00174487 0.00341738 0.00512087 internal_weight=61.0261 58.8482 56.8874 54.9958 53.9938 52.9907 internal_count=1212 1202 1196 1184 1159 1151 is_linear=0 shrinkage=0.1 Tree=384 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 11 split_gain=0.0808274 5.328e-11 2.03378e-11 1.55254e-11 2.32654e-11 1.20276e-11 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 15.500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075016999684416566 -0.075022783266295481 -0.075008932868004211 -0.075005601503428734 -0.075006050370250363 -0.075021511247967992 -0.075011445622415018 leaf_weight=0.067990206880494952 0.0025409107911400488 0.035121522781992098 0.030383024708498851 0.0016012741180020376 0.0024817575394990854 0.0039833023678283999 leaf_count=16 19 361 713 43 14 46 internal_value=-0.00422349 -0.0750085 -0.0750081 -0.0750096 -0.0750154 -0.0750063 internal_weight=0.144102 0.0761118 0.0735709 0.0392046 0.00408303 0.0343663 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=385 num_leaves=7 num_cat=0 split_feature=15 16 10 16 2 9 split_gain=0.253861 0.643283 0.364821 0.625417 0.394311 0.280732 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 29.500000000000004 7.5590381203764272 decision_type=10 8 10 10 8 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0034779938416666517 -0.066425147225527711 0.064124151452350064 -0.05770987095430305 0.080438014698867868 -0.078062688530933177 -0.022252192236683583 leaf_weight=46.353404435096309 1.5248036403500003 0.50161119771655638 1.0058809549082059 1.4782013325020658 0.1756008341908456 4.6673579653725019 leaf_count=690 94 96 50 193 2 87 internal_value=0.00063519 -0.0341095 0.00194679 0.003086 0.0636084 0.00112421 internal_weight=55.7069 2.02641 53.6804 52.6746 1.6538 51.0208 internal_count=1212 190 1022 972 195 777 is_linear=0 shrinkage=0.1 Tree=386 num_leaves=7 num_cat=0 split_feature=0 0 4 9 0 3 split_gain=0.284808 1.13562 0.919858 0.741907 1.82429 1.18073 threshold=5.0057140000000011 0.082789500000000002 11813.000000000002 5.8509998273357491 0.0031780000000000007 3.5000000000000004 decision_type=10 10 8 10 10 10 left_child=1 3 -3 4 -1 -5 right_child=-2 2 -4 5 -6 -7 leaf_value=0.0025591644057595484 0.012548162780888165 -0.079614443902908449 0.076611908104641913 -0.080251747350558275 -0.08300722405342012 0.060433968469391419 leaf_weight=27.050351991783831 12.076965757180004 2.997424142886302 0.43109218671452243 0.70814244728535314 2.7444539642892769 3.78583664681355 leaf_count=164 287 448 16 14 162 121 internal_value=-0.000817112 -0.00509663 -0.059971 0.000390223 -0.00532251 0.0382653 internal_weight=49.7943 37.7173 3.42852 34.2888 29.7948 4.49398 internal_count=1212 925 464 461 326 135 is_linear=0 shrinkage=0.1 Tree=387 num_leaves=7 num_cat=0 split_feature=4 4 4 4 4 0 split_gain=0.255595 2.57291 1.90855 1.26934 1.15284 0.961998 threshold=219.50000000000003 267.00000000000006 176.00000000000003 343.00000000000006 467.50000000000006 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=0.0019803531291694132 0.11786153839460785 -0.08485421352147049 -0.10084878766730657 0.059777342355173971 -0.069309510273047104 0.0015073744463654727 leaf_weight=15.300287288293477 1.9043936729431141 1.7306148186326016 2.0463815517723551 3.2417469061911097 2.032417576547231 34.142010076935549 leaf_count=214 6 27 31 29 190 715 internal_value=9.7878e-05 0.00422722 -0.0101504 -0.00103211 0.0026482 -0.00247139 internal_weight=60.3979 43.0512 17.3467 41.1468 39.4162 36.1744 internal_count=1212 967 245 961 934 905 is_linear=0 shrinkage=0.1 Tree=388 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 11 split_gain=0.0763414 4.22443e-11 1.63464e-11 1.33646e-11 1.96317e-11 9.68988e-12 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 15.500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075016206604654925 -0.075021085737281321 -0.075008241254072738 -0.075005143615230557 -0.07500542846055179 -0.075020216232333833 -0.075010635726559055 leaf_weight=0.065935692517086864 0.0023509950224251943 0.032337284021195956 0.027739854365563588 0.0014605969336116678 0.0023296491199289449 0.0036332280101305505 leaf_count=16 19 361 713 43 14 46 internal_value=-0.00215909 -0.0750079 -0.0750074 -0.0750089 -0.0750145 -0.0750058 internal_weight=0.135787 0.0698516 0.0675006 0.0361275 0.00379025 0.0313731 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=389 num_leaves=7 num_cat=0 split_feature=21 19 19 20 21 19 split_gain=0.235371 0.370615 0.774532 0.451225 0.319662 0.771296 threshold=0.14357116100000003 0.86545104210000012 0.63319291535000011 0.18647970780000003 0.68286743350000012 0.23075891465000004 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=0.039024657475683316 0.060519782482549328 0.061494556033997477 -0.056303118483216147 0.0807330570268978 -0.031758487592582388 -0.0005877470839116167 leaf_weight=1.540169555461034 1.2405416890978811 0.94328032433986564 2.4791587367653838 1.1978625878691671 3.0753705874085417 44.292193835193757 leaf_count=25 8 8 15 9 16 1131 internal_value=0.000485854 -0.000629271 -0.00175005 0.0009654 -0.00055584 0.00155363 internal_weight=54.7686 53.2284 52.2851 49.806 48.5654 45.4901 internal_count=1212 1187 1179 1164 1156 1140 is_linear=0 shrinkage=0.1 Tree=390 num_leaves=7 num_cat=0 split_feature=0 5 7 8 6 6 split_gain=0.262827 1.25625 1.02279 0.510685 1.30828 0.806715 threshold=0.0041515000000000015 108.50000000000001 69.792058971722028 4.3707218560531276 84.878191631965962 84.963522692669201 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=0.057454287521520944 -0.081137548398601544 0.034649176975056109 -0.048601827328556821 -0.073141829245527104 0.097985362637952544 -0.00042661133829154378 leaf_weight=2.8206342279445371 1.9674347608233791 3.9909441890195003 1.3419189830892717 2.4830980044789603 0.85301056876778503 35.436417005432304 leaf_count=82 156 69 11 179 3 712 internal_value=-0.000770358 -0.00300694 0.023264 0.000587641 -0.00291839 0.00188664 internal_weight=48.8935 44.7309 4.16255 42.7635 38.7725 36.2894 internal_count=1212 1119 93 963 894 715 is_linear=0 shrinkage=0.1 Tree=391 num_leaves=7 num_cat=0 split_feature=0 0 4 4 4 4 split_gain=0.248316 0.718166 0.511904 0.643093 0.595782 1.26737 threshold=23.872839500000005 31.825229500000003 23996.500000000004 2341.0000000000005 1000.5000000000001 538.50000000000011 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=0.0038493736382412855 -0.079897007179630664 0.0074226903520285652 0.065194194497997821 -0.052464774195896659 0.0347730005119656 -0.058413766314453747 leaf_weight=43.399146969808498 1.4584667349699874 2.6592746301321313 1.2508163399179455 2.2005362743584547 5.2197204895492169 3.5355184460058799 leaf_count=374 50 70 43 384 206 85 internal_value=0.000190027 -0.0235052 0.00194471 0.000489216 0.00272349 -0.000840816 internal_weight=59.7235 4.11774 55.6057 54.3549 52.1544 46.9347 internal_count=1212 120 1092 1049 665 459 is_linear=0 shrinkage=0.1 Tree=392 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 11 split_gain=0.0718936 3.33048e-11 1.303e-11 1.0754e-11 1.5756e-11 7.79005e-12 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 15.500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075015639794315719 -0.075019492290697723 -0.075007634949682836 -0.075004755079192201 -0.0750050356511206 -0.075018775806581117 -0.075009870172532203 leaf_weight=0.063281007925979793 0.002175727851863484 0.029893864342739107 0.025540051942925857 0.0013584757234639247 0.0021640054692397825 0.0033702662840369149 leaf_count=16 19 361 713 43 14 46 internal_value=-0.000712823 -0.0750073 -0.0750069 -0.0750083 -0.0750135 -0.0750054 internal_weight=0.127783 0.0645024 0.0623267 0.0334163 0.00352248 0.0289103 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=393 num_leaves=7 num_cat=0 split_feature=21 21 20 19 20 19 split_gain=0.823931 0.355509 0.412597 0.664712 0.999213 0.457007 threshold=0.11311668870000001 0.30468621685000002 0.8618284543000001 0.23075891465000004 0.20344614855000001 0.41494021885000004 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.09646695170463071 -0.032995039212521338 -0.05564351724891952 0.062084974504791439 0.10229058038799799 0.061606625299293616 -0.0017147592729179579 leaf_weight=0.87819032778497785 3.2971102632582188 2.0885576047003269 1.078552946448325 0.97307673096656799 1.1694600246846674 44.912269972410286 leaf_count=22 21 9 7 8 9 1136 internal_value=0.000390546 -0.00118597 0.000902327 -0.000440453 0.00200977 -0.000107792 internal_weight=54.3972 53.519 50.2219 49.1434 47.0548 46.0817 internal_count=1212 1190 1169 1162 1153 1145 is_linear=0 shrinkage=0.1 Tree=394 num_leaves=7 num_cat=0 split_feature=20 19 20 20 19 19 split_gain=0.233169 0.458184 0.441727 0.383599 1.03381 1.35961 threshold=0.31027308865000008 0.48125046350000006 0.34650010530000003 0.49686210610000009 0.20868862815000003 0.32262458390000009 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=0.01044438093084242 0.04254438464354629 -0.045352366289607836 -0.037350472235175354 -0.073584870464795893 0.091237395797483578 0.0011649739385089139 leaf_weight=2.7614730570057873 2.5160074979066849 3.1510387435555458 2.659188985824585 1.7270773500204084 1.7635740116238592 33.686076177647919 leaf_count=27 6 13 9 8 5 1144 internal_value=-0.00068963 -0.0192922 0.00190736 -0.00065924 0.00196522 0.00564596 internal_weight=48.2644 5.91251 42.3519 39.8359 37.1767 35.4497 internal_count=1212 40 1172 1166 1157 1149 is_linear=0 shrinkage=0.1 Tree=395 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 19 split_gain=0.235755 1.0314 1.38576 0.753389 0.75587 0.89682 threshold=0.88726092775000021 0.80522880530000018 0.62272809245000016 0.14357116100000003 0.83018951285000009 0.60557055170000018 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=-0.087195413637471741 -0.032282095631028622 0.073609304868482439 -0.088009840946986564 0.039099240641821631 -0.085603640985932219 -8.7744599065631512e-05 leaf_weight=0.9342452394830616 2.152617633342742 1.9133547171950329 1.7745317760854948 6.7154915928840637 0.93710822239518066 44.80276955296722 leaf_count=25 10 6 12 19 8 1132 internal_value=0.000204813 0.00143002 -0.0010735 0.00181604 0.00340136 0.00502034 internal_weight=59.2301 57.0775 55.1641 53.3896 52.4554 51.5183 internal_count=1212 1202 1196 1184 1159 1151 is_linear=0 shrinkage=0.1 Tree=396 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 11 split_gain=0.0694131 2.66396e-11 1.04598e-11 8.6142e-12 1.26149e-11 6.22766e-12 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 15.500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075015820674010872 -0.075018091864700959 -0.07500708882440299 -0.075004410731237356 -0.075004678523532334 -0.075017436456490436 -0.075009159515511764 leaf_weight=0.063708734815008938 0.0020202651485305969 0.027669691398841678 0.02369314011843926 0.0012617097727343199 0.0020093172570341267 0.0031259455259942106 leaf_count=16 19 361 713 43 14 46 internal_value=0.00239091 -0.0750068 -0.0750064 -0.0750077 -0.0750125 -0.075005 internal_weight=0.123489 0.0597801 0.0577598 0.0309407 0.00327103 0.0268191 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=397 num_leaves=7 num_cat=0 split_feature=21 19 20 21 20 20 split_gain=0.655004 0.364102 0.375592 0.288284 0.669029 0.405355 threshold=0.11311668870000001 0.63319291535000011 0.18647970780000003 0.68286743350000012 0.83018951285000009 0.62523871355000005 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=0.084058098408265558 0.055633924911243172 -0.03094058515665403 0.0016921581408786475 -0.030136918287166192 0.085579320553859889 -0.056275730666544635 leaf_weight=0.92005523818079382 1.2377384454011915 3.7842122167348853 43.221759536594618 3.0072210766375056 0.93431370705366035 1.240950658917426 leaf_count=22 8 24 1128 16 7 7 internal_value=0.000400116 -0.00104056 0.00123872 -0.000152214 0.00183405 7.4279e-05 internal_weight=54.3463 53.4262 49.642 48.4042 45.397 44.4627 internal_count=1212 1190 1166 1158 1142 1135 is_linear=0 shrinkage=0.1 Tree=398 num_leaves=7 num_cat=0 split_feature=21 20 20 21 20 10 split_gain=0.231461 1.5615 1.42023 1.26974 0.860006 1.04686 threshold=0.30468621685000002 0.48408422815000002 0.59289009450000008 0.91302578255000011 0.15581312665000005 35.000000000000007 decision_type=8 8 10 10 10 8 left_child=1 -1 3 4 5 -2 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.03246254935103788 0.0020489226624579196 0.055573503226600811 -0.051787301128772646 -0.12065373682074865 0.034048789093905567 -0.091587483261507716 leaf_weight=3.747696990321856 23.895331098116007 4.3571049645543081 5.3163748309016219 0.80158215761184592 8.5709201321005803 1.2567866133613268 leaf_count=30 978 13 21 3 27 140 internal_value=-0.000539601 0.0148652 -0.00367339 0.00373558 0.00669226 -0.00262985 internal_weight=47.9458 8.1048 39.841 34.5246 33.723 25.1521 internal_count=1212 43 1169 1148 1145 1118 is_linear=0 shrinkage=0.1 Tree=399 num_leaves=7 num_cat=0 split_feature=5 10 4 4 2 4 split_gain=0.233417 0.518362 0.318961 2.07742 1.69289 1.29331 threshold=4795.5000000000009 41.000000000000007 219.50000000000003 267.00000000000006 1.5000000000000002 343.00000000000006 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 -1 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.0035492135186881201 -0.052478885509085575 0.06590764357397759 0.1143448857897008 -0.084029178716507835 -0.064111093647521267 0.010029395453815766 leaf_weight=33.087002710206434 1.9733233104825552 0.45516209444031108 1.7929757982492471 1.6121000256389404 4.1632594782859078 15.685371742736605 leaf_count=252 224 30 6 27 75 598 internal_value=6.51964e-05 -0.0302901 0.00137362 0.0118839 -0.00401281 0.00126327 internal_weight=58.7692 2.42849 56.3407 19.0904 37.2503 17.2975 internal_count=1212 254 958 631 327 625 is_linear=0 shrinkage=0.1 Tree=400 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 11 split_gain=0.0663392 2.09982e-11 8.36766e-12 7.65426e-12 1.07863e-11 4.92713e-12 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 15.500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075015811347950198 -0.075016733883679021 -0.075006552111262212 -0.075004093226221299 -0.0750042272282678 -0.075016496462650017 -0.075008483839726914 leaf_weight=0.063255951856262982 0.0018693822257773709 0.025509324615995865 0.021874818213632352 0.0011525022746354798 0.0018942055612569675 0.0028940436353650503 leaf_count=16 19 361 713 43 14 46 internal_value=0.00510997 -0.0750063 -0.075006 -0.0750071 -0.0750119 -0.0750046 internal_weight=0.11845 0.0551943 0.0533249 0.028556 0.00304671 0.0247689 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=401 num_leaves=7 num_cat=0 split_feature=19 19 20 19 0 6 split_gain=0.215475 0.603815 0.229297 0.578212 0.718208 0.309601 threshold=0.16732172635000001 0.41494021885000004 0.66340245080000015 0.51159595590000018 47.407128000000007 127.70958684588204 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.029456810716532805 0.045772976676476507 -0.020453529652441807 -0.00018325933730657998 0.059868359746259571 -0.08092546804514697 0.052504194606501887 leaf_weight=2.3235115245915949 2.9287173114717007 5.3779520690441132 39.456532607844565 1.629944935441016 1.0906502284342412 1.1477323994040478 leaf_count=28 21 34 1082 13 18 16 internal_value=0.000332972 0.00167357 -0.000978329 0.00143914 -0.000844981 0.00130602 internal_weight=53.955 51.6315 48.7028 43.3249 41.6949 40.6043 internal_count=1212 1184 1163 1129 1116 1098 is_linear=0 shrinkage=0.1 Tree=402 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 2 split_gain=0.244859 0.388711 1.11085 0.411881 0.892907 0.80479 threshold=59.000000000000007 0.0041515000000000015 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=-0.075656689235470628 0.031557764716726257 -0.081073926260619308 0.049772776908559656 -0.078711110903698228 0.045945336369923685 -0.0030013226772564435 leaf_weight=0.42894028377486293 3.6556183513748683 1.7232938674278546 1.6530726198106993 1.4316959985299025 3.7172547364607444 34.875264839625743 leaf_count=120 28 101 11 105 59 788 internal_value=-0.000444287 0.000241311 -0.00239646 0.000856731 -0.00116359 0.00171325 internal_weight=47.4851 47.0562 43.4006 41.6773 40.0242 38.5925 internal_count=1212 1092 1064 963 952 847 is_linear=0 shrinkage=0.1 Tree=403 num_leaves=7 num_cat=0 split_feature=21 21 21 19 20 21 split_gain=0.232746 0.871657 1.24154 0.517229 1.15244 1.07591 threshold=0.88726092775000021 0.80522880530000018 0.62272809245000016 0.60557055170000018 0.79922031560000006 0.53514027195000013 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=0.026698602546628758 -0.032364311474583782 0.069213648964055782 -0.086799091486822577 0.0024332973923997204 -0.10918738917873572 -0.10370956809169084 leaf_weight=7.130072691080386 2.1347296424210063 1.8270677477121342 1.6360729224979866 43.463404257872753 0.98628557473420997 0.97643353790044685 leaf_count=43 10 6 12 1133 4 4 internal_value=4.34406e-05 0.0012784 -0.001012 0.00165855 -0.00227173 0.000101123 internal_weight=58.1541 56.0193 54.1923 52.5562 45.4261 44.4398 internal_count=1212 1202 1196 1184 1141 1137 is_linear=0 shrinkage=0.1 Tree=404 num_leaves=7 num_cat=0 split_feature=19 4 3 3 0 11 split_gain=0.0607559 1.67666e-11 6.9575e-12 6.12748e-12 8.72265e-12 3.55341e-12 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 4.0072915000000009 15.500000000000002 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075014308135522567 -0.075015521750185346 -0.075006096667562888 -0.075003790886928878 -0.075003853764254308 -0.075015348561925876 -0.075007703528801595 leaf_weight=0.057319845771417022 0.0017342172704957184 0.023624029399798019 0.020231717482602107 0.0010570985468802965 0.0017580550193088129 0.0026219737735573281 leaf_count=16 19 361 713 43 14 46 internal_value=0.00436079 -0.0750059 -0.0750055 -0.0750066 -0.075011 -0.0750042 internal_weight=0.108347 0.0510271 0.0492929 0.0264392 0.00281515 0.0228537 internal_count=1212 1196 1177 418 57 759 is_linear=0 shrinkage=0.1 Tree=405 num_leaves=7 num_cat=0 split_feature=8 2 4 4 9 9 split_gain=0.213424 0.320008 0.53746 1.41534 0.881991 0.738721 threshold=7.5455085648100599 12.500000000000002 6106.0000000000009 2341.0000000000005 7.5456810564319428 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=-0.0027647299919606487 -0.042296153018563667 0.026947015164362612 -0.051145279363374131 0.088410937490398953 -0.06050913457897561 0.047455659808330726 leaf_weight=38.643056413391605 1.1487739079748269 4.4449541066423981 2.0540612447075537 1.7860696454299603 2.465330800972878 3.1692242226563385 leaf_count=464 46 313 54 105 135 95 internal_value=0.000343075 0.00127497 -0.00109653 0.00113523 -0.00238529 0.0010418 internal_weight=53.7115 52.5627 48.1177 46.0637 44.2776 41.8123 internal_count=1212 1166 853 799 694 559 is_linear=0 shrinkage=0.1 Tree=406 num_leaves=7 num_cat=0 split_feature=21 20 20 21 21 19 split_gain=0.230844 1.31553 1.18573 1.13634 0.782744 0.700446 threshold=0.30468621685000002 0.62523871355000005 0.59289009450000008 0.91302578255000011 0.38257382970000003 0.23075891465000004 decision_type=8 10 10 10 8 8 left_child=1 -1 3 4 -2 -6 right_child=2 -3 -4 -5 5 -7 leaf_value=-0.028942550924889884 0.099219771421143521 0.052513418278764878 -0.048036315519169481 -0.11626163890156074 0.053751606354805151 -0.00094370093226681855 leaf_weight=3.6823210160800954 0.8758208155632019 4.2955899760127068 5.2341846451163283 0.77883919328451057 2.5433289110660553 29.489436610419943 leaf_count=30 2 13 21 3 8 1135 internal_value=-0.00058001 0.0149162 -0.00375633 0.00312367 0.00594913 0.00339898 internal_weight=46.8995 7.97791 38.9216 33.6874 32.9086 32.0328 internal_count=1212 43 1169 1148 1145 1143 is_linear=0 shrinkage=0.1 Tree=407 num_leaves=7 num_cat=0 split_feature=20 20 20 20 19 19 split_gain=0.247258 0.459431 0.327874 0.912086 0.565991 1.61765 threshold=0.20344614855000001 0.31576698785000007 0.48408422815000002 0.49686210610000009 0.16732172635000001 0.34952334870000007 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=-0.030102331747003459 0.035785943539273397 -0.03800090358485949 0.087235569143982158 0.068121210659774209 -0.10685551630566666 0.00032079012728967408 leaf_weight=2.5819782981589015 3.6615500822663307 2.2736195400357246 1.1923771351575851 1.1463037878274915 1.4532991815358398 45.454921236349037 leaf_count=31 12 9 3 5 10 1142 internal_value=0.000143733 0.00155895 -0.000873552 0.000840535 -0.00130319 -0.00299972 internal_weight=57.764 55.1821 51.5205 49.2469 48.0545 46.9082 internal_count=1212 1181 1169 1160 1157 1152 is_linear=0 shrinkage=0.1 Tree=408 num_leaves=7 num_cat=0 split_feature=19 4 3 3 11 0 split_gain=0.0552406 1.35335e-11 5.48519e-12 4.06765e-12 2.73165e-12 2.3171e-12 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 15.500000000000002 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075012894319022597 -0.075014409707914398 -0.075006568821194622 -0.075003494291659242 -0.075009869324764084 -0.075007065980074894 -0.075004493960635965 leaf_weight=0.051165859214961529 0.001610816558240912 0.012304909372687689 0.018710044650902091 0.0025666461551736566 0.0024180358267358306 0.0095670006703585386 leaf_count=16 19 130 713 57 46 231 internal_value=0.00304581 -0.0750054 -0.0750051 -0.0750061 -0.0750039 -0.0750057 internal_weight=0.0983433 0.0471775 0.0455666 0.0244386 0.0211281 0.0218719 internal_count=1212 1196 1177 418 759 361 is_linear=0 shrinkage=0.1 Tree=409 num_leaves=7 num_cat=0 split_feature=21 19 21 21 19 21 split_gain=0.558802 0.320309 0.254417 0.885217 0.619173 1.34813 threshold=0.11311668870000001 0.63319291535000011 0.85846023185000009 0.77990823500000006 0.23075891465000004 0.51535634140000008 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=0.076572764890271261 0.060141141996480879 -0.029498839092501252 0.038535311911527655 -0.086343223065257435 -0.0029982682079712194 0.11906971175624825 leaf_weight=0.94381642423104495 1.7544148229062555 3.68287444487214 1.7490181550383557 1.1662101969122876 43.129153023037361 0.92413434758782287 leaf_count=22 12 24 12 5 1129 8 internal_value=0.000310609 -0.00106285 0.00108657 -0.000307792 0.00188257 -0.000437569 internal_weight=53.3496 52.4058 48.7229 46.9739 45.8077 44.0533 internal_count=1212 1190 1166 1154 1149 1137 is_linear=0 shrinkage=0.1 Tree=410 num_leaves=7 num_cat=0 split_feature=20 20 21 19 20 21 split_gain=0.50744 0.916767 0.3724 2.0109 0.988291 0.739574 threshold=0.090231592850000014 0.15581312665000005 0.62272809245000016 0.2809201300000001 0.79922031560000006 0.57542903440000004 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=0.080615135090921664 -0.10066266035888966 -0.11122301355063056 0.022077198790282131 -0.00085941831734443115 0.067708981981953395 -0.1099908150701064 leaf_weight=0.75682881294051185 0.92172186076641083 1.6634073927998541 6.5716586709022513 33.74846051626082 2.1056205108761779 0.63262685388326545 leaf_count=19 6 10 24 1144 7 2 internal_value=-0.000597286 -0.00194389 9.07134e-05 -0.00369663 0.00120543 -0.00286748 internal_weight=46.4003 45.6435 44.7218 38.1501 36.4867 34.3811 internal_count=1212 1193 1187 1163 1153 1146 is_linear=0 shrinkage=0.1 Tree=411 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.241109 0.768314 1.10996 0.433992 1.0015 1.04827 threshold=0.88726092775000021 0.80522880530000018 0.62272809245000016 0.60557055170000018 0.68175770400000013 0.79922031560000006 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=0.025074012440065296 -0.033039605597657354 0.066301760869255585 -0.085660479450039101 -0.090196311680525901 0.0029574972823969746 -0.10467595731936381 leaf_weight=6.9175037499189784 2.1035879068076602 1.7685704007744778 1.4943979252129782 1.2469977550208566 42.90091891299744 0.9243506733328094 leaf_count=43 10 6 12 8 1129 4 internal_value=0.00018906 0.00145415 -0.000690182 0.00175221 -0.00182712 0.000687322 internal_weight=57.3563 55.2527 53.4842 51.9898 45.0723 43.8253 internal_count=1212 1202 1196 1184 1141 1133 is_linear=0 shrinkage=0.1 Tree=412 num_leaves=7 num_cat=0 split_feature=20 4 3 3 11 0 split_gain=0.0530598 1.07946e-11 4.26873e-12 3.30355e-12 2.19545e-12 1.75197e-12 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 15.500000000000002 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075012905971404142 -0.075013351889081328 -0.075006050994322171 -0.075003243464490263 -0.075009162503618401 -0.075006566009563458 -0.075004174322390219 leaf_weight=0.051233995123766363 0.0014943506212148341 0.01130839957659191 0.017361113905167258 0.0023828056855563764 0.0022460454630390805 0.0088814046148399939 leaf_count=16 19 130 713 57 46 231 internal_value=0.00597877 -0.075005 -0.0750047 -0.0750056 -0.0750036 -0.0750052 internal_weight=0.0949081 0.0436741 0.0421798 0.0225726 0.0196072 0.0201898 internal_count=1212 1196 1177 418 759 361 is_linear=0 shrinkage=0.1 Tree=413 num_leaves=7 num_cat=0 split_feature=21 19 19 20 21 19 split_gain=0.44001 0.368493 0.892072 0.288005 0.267087 0.52157 threshold=0.11311668870000001 0.86545104210000012 0.63319291535000011 0.18647970780000003 0.68286743350000012 0.23075891465000004 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=0.067101073155152818 0.049115450964598309 0.061528746393546468 -0.058613287144872822 0.06573254542663054 -0.029239344170860909 2.323428837344906e-05 leaf_weight=0.97293920908123255 1.2209750711917875 0.93250180780887504 2.6315959990024558 1.2426064461469648 2.9449745900928965 43.344737324456219 leaf_count=22 8 8 16 9 16 1133 internal_value=0.000468393 -0.000770766 -0.00190134 0.00115985 -7.20006e-05 0.00185449 internal_weight=53.2903 52.3174 51.3849 48.7533 47.5323 44.5873 internal_count=1212 1190 1182 1166 1158 1142 is_linear=0 shrinkage=0.1 Tree=414 num_leaves=7 num_cat=0 split_feature=19 19 20 21 19 21 split_gain=0.237617 0.589499 1.08857 1.06887 2.0301 1.16063 threshold=0.83003775260000012 0.63319291535000011 0.18647970780000003 0.68286743350000012 0.48125046350000006 0.35318554730000001 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=-0.102378539904351 -0.023915153677104665 0.033719230903821534 0.0050252913039479756 0.043506792759287899 -0.12244210356608541 -0.066328046620460115 leaf_weight=1.0650105170425375 3.9866367802023879 5.0379396528005591 26.97694028241677 4.9195893481373778 1.4440703317522992 2.4900444820523253 leaf_count=24 13 15 1126 16 6 12 internal_value=-0.00058519 0.0016328 -0.00274847 0.000212883 -0.00667748 -0.00100427 internal_weight=45.9202 41.9336 36.8957 35.8306 30.9111 29.467 internal_count=1212 1199 1184 1160 1144 1138 is_linear=0 shrinkage=0.1 Tree=415 num_leaves=7 num_cat=0 split_feature=9 9 10 8 9 8 split_gain=0.23138 0.482153 0.490075 0.416979 0.367039 1.3852 threshold=7.8397116616035101 7.9966239479282715 35.000000000000007 6.6309332046157996 6.0876787784018074 4.9190838115666322 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=0.0023910000188348672 -0.077140882499863089 0.063736682824589608 0.055206930462172801 0.045702307184861311 0.071548396305764095 -0.0528472825273823 leaf_weight=47.325278045347659 1.5332138616686273 0.43617502254710405 0.34224223974160839 2.0392489980440578 1.1469498393125821 4.0776505773246754 leaf_count=564 281 34 36 21 10 266 internal_value=2.36168e-05 -0.0309647 -0.0529894 0.00133585 -0.000385835 -0.0255389 internal_weight=56.9008 2.31163 1.87546 54.5891 52.5499 5.2246 internal_count=1212 351 317 861 840 276 is_linear=0 shrinkage=0.1 Tree=416 num_leaves=7 num_cat=0 split_feature=19 4 3 3 11 19 split_gain=0.0502046 8.57945e-12 3.37042e-12 2.69815e-12 1.73126e-12 7.61976e-13 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 15.500000000000002 0.76803983445000001 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=0.075012652065555907 -0.07501236229003283 -0.075005665023040485 -0.075003004805468398 -0.075008520040753104 -0.075006076918348527 -0.075004340067572686 leaf_weight=0.04978955932892859 0.0013845926314388626 0.0068633819264505291 0.016076987608812487 0.0022129223834781433 0.0020706339934690723 0.011807970262452727 leaf_count=16 19 66 713 57 46 295 internal_value=0.00779796 -0.0750046 -0.0750044 -0.0750052 -0.0750034 -0.0750048 internal_weight=0.090206 0.0404165 0.0390319 0.0208843 0.0181476 0.0186714 internal_count=1212 1196 1177 418 759 361 is_linear=0 shrinkage=0.1 Tree=417 num_leaves=7 num_cat=0 split_feature=21 19 19 21 21 20 split_gain=0.352721 0.29022 0.772848 0.25964 0.748669 0.461916 threshold=0.11311668870000001 0.86545104210000012 0.73925829740000004 0.85846023185000009 0.77990823500000006 0.83018951285000009 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=0.059222085570953077 -0.00071989145470675224 0.053259963070520049 -0.083382589992675296 0.038437672666340711 -0.084916383825455868 0.069536177544368027 leaf_weight=1.0044034399325026 46.204573652590625 0.98132165893912215 1.1310834623873223 1.7156032510101784 1.0438863933086384 0.95517232269048591 leaf_count=22 1150 8 8 12 5 7 internal_value=0.000525922 -0.000607131 -0.0016426 0.000209488 -0.00115108 0.000703073 internal_weight=53.036 52.0316 51.0503 49.9192 48.2036 47.1597 internal_count=1212 1190 1182 1174 1162 1157 is_linear=0 shrinkage=0.1 Tree=418 num_leaves=7 num_cat=0 split_feature=21 21 21 21 19 19 split_gain=0.253603 0.6374 0.821153 0.527528 0.485655 0.641224 threshold=0.077853006800000013 0.16093797035000004 0.22161084545000001 0.53514027195000013 0.89730301130000012 0.76803983445000001 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=0.054658275338843612 -0.055261215211132746 0.052069044776010091 -0.029274367952002792 0.0024946352420367681 0.08365066618873214 -0.097770500880832875 leaf_weight=0.81535793454531813 2.1103542484343052 2.9361099824309349 6.3004188761115074 31.88697872213379 0.71772325783967872 0.65085684508085151 leaf_count=19 9 9 24 1146 2 3 internal_value=-0.000609127 -0.00161945 0.00104465 -0.00274272 0.00228382 0.000489024 internal_weight=45.4178 44.6024 42.4921 39.556 33.2556 32.5378 internal_count=1212 1193 1184 1175 1151 1149 is_linear=0 shrinkage=0.1 Tree=419 num_leaves=7 num_cat=0 split_feature=20 20 21 21 21 21 split_gain=0.227312 0.417418 1.024 0.805855 0.654904 0.567563 threshold=0.20344614855000001 0.31576698785000007 0.90949772080000013 0.80522880530000018 0.62272809245000016 0.30468621685000002 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=-0.02994799524566244 0.03481174885914156 -0.0031724117257629345 -0.098660283057418058 0.091696750231925056 -0.085490688710941468 0.030225920697551589 leaf_weight=2.4281166676446446 3.4832080379128456 41.83226971825934 1.0508778393268574 0.96262410283088584 0.89417614415287872 5.7928080335259429 leaf_count=31 12 1131 4 3 8 23 internal_value=-1.64947e-05 0.00132898 -0.000978976 0.00109554 -0.000701989 0.000889947 internal_weight=56.4441 54.016 50.5328 49.4819 48.5193 47.6251 internal_count=1212 1181 1169 1165 1162 1154 is_linear=0 shrinkage=0.1 Tree=420 num_leaves=7 num_cat=0 split_feature=19 4 3 3 11 0 split_gain=0.047759 6.91733e-12 2.71558e-12 2.16718e-12 1.38025e-12 1.02452e-12 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 15.500000000000002 0.00019500000000000002 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075012434724460786 -0.075011500295635802 -0.075005169360327639 -0.075002786375360384 -0.075007917272035013 -0.075005635754289257 -0.075003619958025014 leaf_weight=0.048931328696198761 0.0012870363570982582 0.0096341218395536998 0.014916528192657097 0.0020559364929795257 0.0019187098906741076 0.0076615139023488146 leaf_count=16 19 130 713 57 46 231 internal_value=0.00995031 -0.0750043 -0.075004 -0.0750048 -0.0750031 -0.0750045 internal_weight=0.0864052 0.0374738 0.0361868 0.0193516 0.0168352 0.0172956 internal_count=1212 1196 1177 418 759 361 is_linear=0 shrinkage=0.1 Tree=421 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 21 split_gain=0.311579 0.255998 0.719165 0.205908 0.250813 0.388368 threshold=0.11311668870000001 0.86545104210000012 0.63319291535000011 0.18647970780000003 0.26125607545000001 0.68286743350000012 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=0.05524651905351019 0.041299938972798746 0.049482660989062344 -0.055080439054270174 -0.04912556530024291 0.034539559356275715 -0.0014600681840595674 leaf_weight=1.0171352822799233 1.2366235777735708 0.99938696622848411 2.3981333449482909 1.018377650529146 3.2208132520318031 43.072491264902055 leaf_count=22 8 8 16 7 24 1127 internal_value=0.000433436 -0.000639842 -0.00162307 0.00101756 -3.53334e-05 0.00104457 internal_weight=52.963 51.9458 50.9464 48.5483 47.3117 46.2933 internal_count=1212 1190 1182 1166 1158 1151 is_linear=0 shrinkage=0.1 Tree=422 num_leaves=7 num_cat=0 split_feature=21 19 19 20 21 21 split_gain=0.240403 0.558308 0.617866 0.969472 0.865603 2.02299 threshold=0.077853006800000013 0.83003775260000012 0.63319291535000011 0.18647970780000003 0.62272809245000016 0.35318554730000001 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=0.053490022353416856 -0.099341500270435368 -0.041944409964920465 0.035398581139336895 0.00076033175869586378 0.036687136103412496 -0.097876444442388424 leaf_weight=0.81290590029675514 1.0099806413054464 3.152830943465232 4.8103687092661849 27.651869541899945 5.4468191117048255 2.2483558803796759 leaf_count=19 8 11 14 1130 19 11 internal_value=-0.000399315 -0.00138773 0.00171832 -0.00273788 2.23982e-05 -0.00665669 internal_weight=45.1331 44.3202 41.1674 36.357 35.347 29.9002 internal_count=1212 1193 1182 1168 1160 1141 is_linear=0 shrinkage=0.1 Tree=423 num_leaves=7 num_cat=0 split_feature=9 9 10 9 8 8 split_gain=0.202518 0.438537 0.455937 0.377175 0.522608 0.468686 threshold=7.8397116616035101 7.9966239479282715 35.000000000000007 7.5590381203764272 6.6309332046157996 5.7335000637833913 decision_type=10 10 8 10 10 10 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.00069687822690918215 -0.076975288092405558 0.060852333625874215 0.053356618664972447 0.056412881416283367 0.080960777286594621 -0.078279258936862633 leaf_weight=51.504271733469068 1.4146469171873823 0.42661287208193233 0.33126700832508515 0.49780225835274838 1.350211597047746 0.53706135599350091 leaf_count=719 281 34 36 31 12 99 internal_value=-0.000103341 -0.0300375 -0.0522463 0.00110344 0.0399802 -0.0134881 internal_weight=56.0619 2.17253 1.74591 53.8893 2.38508 1.03486 internal_count=1212 351 317 861 142 130 is_linear=0 shrinkage=0.1 Tree=424 num_leaves=7 num_cat=0 split_feature=20 4 3 3 11 0 split_gain=0.0452308 5.56464e-12 2.10025e-12 1.79065e-12 1.10533e-12 7.42699e-13 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 15.500000000000002 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075012178937737983 -0.075010677837163142 -0.075004737404882227 -0.075002580658899462 -0.075007367194188185 -0.075005231259308081 -0.075003365009559175 leaf_weight=0.047925619874149561 0.0011952951008424853 0.0088641085185372503 0.01376596585811285 0.0019093916262136182 0.0017762809972623481 0.0071030793642421477 leaf_count=16 19 130 713 57 46 231 internal_value=0.0121009 -0.075004 -0.0750037 -0.0750045 -0.0750029 -0.0750041 internal_weight=0.0825397 0.0346141 0.0334188 0.0178766 0.0155422 0.0159672 internal_count=1212 1196 1177 418 759 361 is_linear=0 shrinkage=0.1 Tree=425 num_leaves=7 num_cat=0 split_feature=21 21 21 20 21 20 split_gain=0.290659 0.247505 0.35869 0.319695 0.578604 0.335809 threshold=0.11311668870000001 0.32816394200000004 0.53514027195000013 0.70258524785000009 0.85846023185000009 0.34650010530000003 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.053352356949873642 -0.026315204512927418 0.045620504193677344 -0.049718294175747635 -0.040573437892819114 0.064934825200287025 0.00093484799388030872 leaf_weight=1.022501489438582 3.4622217826545238 1.7644004411995409 1.3510477095842359 1.8922496587038029 1.3884389661252488 41.872955638711574 leaf_count=22 24 15 7 9 11 1124 internal_value=0.000555271 -0.000488296 0.0013642 -0.000314892 0.00139269 -0.000648411 internal_weight=52.7538 51.7313 48.2691 46.5047 44.6124 43.224 internal_count=1212 1190 1166 1151 1142 1131 is_linear=0 shrinkage=0.1 Tree=426 num_leaves=7 num_cat=0 split_feature=20 21 21 19 19 19 split_gain=0.231695 0.943181 0.501114 1.00246 1.80273 0.757211 threshold=0.79922031560000006 0.91302578255000011 0.53514027195000013 0.98495817490000015 0.76803983445000001 0.2809201300000001 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=-0.099709504575503538 0.022090305274770267 -0.11355442733584237 0.025366312584032349 0.12386119676723295 -0.097607740926530226 0.00078116234906451195 leaf_weight=0.76901475993508939 4.1309784054756156 0.75419062376022239 6.2335359156131736 0.58842670917510886 2.0940620973706237 30.063473140580758 leaf_count=23 16 3 26 1 7 1136 internal_value=-0.000469877 -0.00277085 -0.000668836 -0.00551118 -0.00782318 -0.00172525 internal_weight=44.6337 40.5027 39.7485 33.515 32.9265 30.8325 internal_count=1212 1196 1193 1167 1166 1159 is_linear=0 shrinkage=0.1 Tree=427 num_leaves=7 num_cat=0 split_feature=4 4 2 4 4 0 split_gain=0.20035 1.99368 1.48987 1.05503 1.00951 0.940705 threshold=219.50000000000003 267.00000000000006 1.5000000000000002 343.00000000000006 467.50000000000006 4.6811795000000016 decision_type=10 10 10 10 10 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.0026460673128207005 0.11103332539093697 -0.083124207799896654 -0.062023702902888014 0.057543099025903134 -0.036860646289236056 0.015502336312339094 leaf_weight=31.228310126396536 1.7111778557300592 1.4677836429327751 4.021158915013074 3.0347237735986736 5.8228550870699083 8.3518537509953603 leaf_count=252 6 27 75 29 579 244 internal_value=-0.000167495 0.00772282 -0.00473128 -0.00174233 0.00519869 -0.00600795 internal_weight=55.6379 20.3884 35.2495 18.6772 17.2094 14.1747 internal_count=1212 885 327 879 852 823 is_linear=0 shrinkage=0.1 Tree=428 num_leaves=7 num_cat=0 split_feature=19 4 3 3 4 2 split_gain=0.0424699 4.40926e-12 1.65043e-12 1.62924e-12 6.02809e-13 1.2748e-12 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 1771.0000000000002 15.500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.075011810930249015 -0.075009883760395357 -0.075003797122349294 -0.075001772965208657 -0.075006999545514777 -0.075004214733476252 -0.075001890198567747 leaf_weight=0.046146267210133374 0.0011069391130149589 0.01467439301450213 0.0048741430485961254 0.0017815136952776802 0.0051079947795642511 0.004384090304597521 leaf_count=16 19 361 249 57 238 272 internal_value=0.0136627 -0.0750037 -0.0750035 -0.0750041 -0.0750027 -0.0750031 internal_weight=0.0780753 0.0319291 0.0308221 0.0164559 0.0143662 0.00949209 internal_count=1212 1196 1177 418 759 510 is_linear=0 shrinkage=0.1 Tree=429 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 20 split_gain=0.274132 0.214875 0.244361 0.496152 0.929721 0.809573 threshold=0.11311668870000001 0.30468621685000002 0.8618284543000001 0.70258524785000009 0.54665185890000012 0.48408422815000002 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=0.051891545420695018 -0.026577552179600828 0.0011808758508901004 0.048848159184791323 -0.061060863673794034 0.075374581295909127 -0.084451782960918417 leaf_weight=1.0173461762606164 2.9828587621450424 43.177299814356957 1.0476165190339077 1.2934826388955105 1.6529590822756279 1.1329901851713646 leaf_count=22 21 1136 7 6 14 6 internal_value=0.000489492 -0.000530133 0.00107833 1.93395e-05 0.00173824 -0.0010087 internal_weight=52.3046 51.2872 48.3043 47.2567 45.9632 44.3103 internal_count=1212 1190 1169 1162 1156 1142 is_linear=0 shrinkage=0.1 Tree=430 num_leaves=7 num_cat=0 split_feature=5 0 4 4 3 5 split_gain=0.228337 0.368566 0.72355 0.366777 0.350983 0.585136 threshold=59.000000000000007 0.0019160000000000004 115.00000000000001 126.00000000000001 3.5000000000000004 126.00000000000001 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.075614079334246062 0.038523572416855938 -0.083053738716465209 0.084887578725222151 0.0031467462679740273 0.0022572319841742154 -0.078712101944423601 leaf_weight=0.39845345425419409 2.4007314719492561 1.0671123638749112 0.5070260763168325 2.1279862765222783 36.244724129821407 1.4809221350587902 leaf_count=120 18 20 2 93 853 106 internal_value=-0.000255249 0.000429852 -0.00177767 0.000371221 -0.000704014 -0.0304442 internal_weight=44.227 43.8285 41.4278 40.3607 39.8536 3.60891 internal_count=1212 1092 1074 1054 1052 199 is_linear=0 shrinkage=0.1 Tree=431 num_leaves=7 num_cat=0 split_feature=20 20 21 21 20 21 split_gain=0.192968 0.315136 0.87493 0.713008 0.620153 0.295954 threshold=0.20344614855000001 0.31576698785000007 0.90949772080000013 0.80522880530000018 0.83018951285000009 0.30468621685000002 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=-0.028320671407415877 0.030467517759048681 -0.027552131482970272 -0.095287274518577658 0.08964808370585968 -0.082453443081351829 0.0030181015076943679 leaf_weight=2.3492579899825614 3.3890357464551926 3.4184091798961163 0.96604736149310966 0.88717973232269187 0.91301278024911781 43.03373101163379 leaf_count=31 12 13 4 3 12 1137 internal_value=-0.000279865 0.000972337 -0.00105862 0.000827911 -0.000835748 0.000768441 internal_weight=54.9567 52.6074 49.2184 48.2523 47.3652 46.4521 internal_count=1212 1181 1169 1165 1162 1150 is_linear=0 shrinkage=0.1 Tree=432 num_leaves=7 num_cat=0 split_feature=19 4 3 3 11 0 split_gain=0.0401118 3.50502e-12 1.33192e-12 1.32924e-12 6.98486e-13 4.5895e-13 threshold=1.0000000180025095e-35 109.00000000000001 3.5000000000000004 2.5000000000000004 15.500000000000002 0.00019500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075011520407017029 -0.075009158671120277 -0.075004040791006366 -0.075002217318843489 -0.07500652459807175 -0.075004492446922408 -0.075002870245996459 leaf_weight=0.044916335260495543 0.0010258399042868396 0.0075530677859205753 0.011774799540319236 0.0016536816983716571 0.001524078936540719 0.0060186753107700497 leaf_count=16 19 130 713 57 46 231 internal_value=0.0154819 -0.0750034 -0.0750032 -0.0750038 -0.0750025 -0.0750035 internal_weight=0.0744665 0.0295501 0.0285243 0.0152254 0.0132989 0.0135717 internal_count=1212 1196 1177 418 759 361 is_linear=0 shrinkage=0.1 Tree=433 num_leaves=7 num_cat=0 split_feature=15 16 3 3 9 9 split_gain=0.211333 0.558921 0.300657 0.542174 0.443512 0.783581 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 7.5590381203764272 6.1041741653575761 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=-0.0017366524588358955 -0.065400701154206223 0.065891853835076383 0.072202190824135093 -0.0099954655434621332 -0.032674030661525626 0.045103471083584097 leaf_weight=39.313638555584475 1.3377049388363946 0.42797930096276093 1.610021143627818 1.5998239796608684 3.9043134307721621 3.9283493524417272 leaf_count=549 94 96 68 66 210 129 internal_value=0.000427997 -0.0335771 0.00162035 0.0312339 -0.000395823 0.00251857 internal_weight=52.1218 1.76568 50.3561 3.20985 47.1463 43.242 internal_count=1212 190 1022 134 888 678 is_linear=0 shrinkage=0.1 Tree=434 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.223497 0.509429 0.664848 0.351277 0.586545 0.581295 threshold=0.077853006800000013 0.16093797035000004 0.22161084545000001 0.41494021885000004 0.48125046350000006 0.70258524785000009 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=0.052141818351024022 -0.050403380167470771 0.047886367179718267 -0.024334835218966035 0.072159915284951012 -0.0044681295132596261 0.049904449286048896 leaf_weight=0.79760134508251213 2.0124423019587994 2.8311064280569553 6.0999461002647877 1.1440370231866834 28.800125302172095 2.1103153750300399 leaf_count=19 9 9 28 4 1136 7 internal_value=-0.000308941 -0.00128189 0.00113004 -0.00233934 0.00184639 -0.000756009 internal_weight=43.7956 42.998 40.9855 38.1544 32.0545 30.9104 internal_count=1212 1193 1184 1175 1147 1143 is_linear=0 shrinkage=0.1 Tree=435 num_leaves=7 num_cat=0 split_feature=9 9 10 9 8 8 split_gain=0.190879 0.393406 0.418163 0.371722 0.487729 0.423365 threshold=7.8397116616035101 7.9966239479282715 35.000000000000007 7.5590381203764272 6.6309332046157996 5.7335000637833913 decision_type=10 10 8 10 10 10 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.00079816515178030782 -0.076857595080237026 0.056923793573752261 0.051604179442883993 0.054250543706288158 0.080694459782815198 -0.078119408368305693 leaf_weight=50.351217145915143 1.3201818187935705 0.41410388870281156 0.313583916402422 0.4746047041844571 1.2971449312753973 0.49220330864045536 leaf_count=719 281 34 36 31 12 99 internal_value=-0.00018167 -0.0301344 -0.0522007 0.000984141 0.0406233 -0.0131392 internal_weight=54.663 2.04787 1.63377 52.6152 2.26395 0.966808 internal_count=1212 351 317 861 142 130 is_linear=0 shrinkage=0.1 Tree=436 num_leaves=7 num_cat=0 split_feature=19 0 0 3 3 0 split_gain=0.037888 1.96148e-12 1.61229e-12 8.88564e-13 1.20859e-12 4.31229e-13 threshold=1.0000000180025095e-35 0.00019500000000000002 2.8000000000000006e-05 3.5000000000000004 2.5000000000000004 20.176897000000004 decision_type=8 8 10 10 10 8 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075011024320625341 -0.075003742238125851 -0.075002392773959897 -0.075008973389749101 -0.075002317188470571 -0.075006137091104319 -0.075003662544340266 leaf_weight=0.043810761999338865 0.001429428338269644 0.0045008086090092556 0.0010023137792813941 0.012279805850312187 0.0015397863380712815 0.0065916894491238045 leaf_count=16 57 199 10 759 57 114 internal_value=0.0173624 -0.0750032 -0.0750059 -0.0750029 -0.0750035 -0.0750031 internal_weight=0.0711546 0.0273438 0.00243174 0.0249121 0.0126323 0.0110925 internal_count=1212 1196 67 1129 370 313 is_linear=0 shrinkage=0.1 Tree=437 num_leaves=7 num_cat=0 split_feature=21 19 19 21 21 19 split_gain=0.246522 0.222069 0.656282 0.187616 0.654651 0.441631 threshold=0.11311668870000001 0.86545104210000012 0.73925829740000004 0.85846023185000009 0.77990823500000006 0.23075891465000004 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=0.049003210210742491 0.04918680879458049 0.045603870701920159 -0.082305552166726942 0.032546776641055951 -0.084017411065295936 -0.0013655864885490998 leaf_weight=1.0234092650352975 1.7983850166201589 1.0206345245242108 0.98560109362006088 1.7209022864699353 0.93262210488319297 44.235748933875584 leaf_count=22 12 8 8 12 5 1145 internal_value=0.000411413 -0.000569559 -0.00151828 0.000117122 -0.00107113 0.00060931 internal_weight=51.7173 50.6939 49.6733 48.6877 46.9668 46.0341 internal_count=1212 1190 1182 1174 1162 1157 is_linear=0 shrinkage=0.1 Tree=438 num_leaves=7 num_cat=0 split_feature=5 5 0 5 8 9 split_gain=0.20959 0.334638 0.282123 1.05213 0.381217 0.995086 threshold=59.000000000000007 63.000000000000007 0.0019160000000000004 108.50000000000001 4.3707218560531276 5.8509998273357491 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=-0.075566453953578805 0.085667370174907623 0.033990137899574495 -0.079935872043924786 0.031055647994214133 -0.082021851800185119 0.0011096761435978907 leaf_weight=0.36789549008244549 0.45364519953727622 2.2248857383965506 1.6851725177839387 3.7557804742828003 1.5047504008980457 33.404650946431502 leaf_count=120 2 17 103 69 93 808 internal_value=-0.00040868 0.000233916 -0.000676389 -0.00258787 0.00078324 -0.00247366 internal_weight=43.3968 43.0289 42.5752 40.3504 38.6652 34.9094 internal_count=1212 1092 1090 1073 970 901 is_linear=0 shrinkage=0.1 Tree=439 num_leaves=7 num_cat=0 split_feature=9 9 7 7 0 9 split_gain=0.180398 0.360853 0.329196 1.10263 0.869559 0.601724 threshold=7.8397116616035101 7.9912365491564854 69.792058971722028 76.111843068347085 19.409948500000002 6.4717591853635588 decision_type=10 8 10 8 10 10 left_child=2 -2 4 -4 -1 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.00019808141888902122 -0.062181370774841073 0.028438930548670433 0.056398405121595975 0.019415181466896872 -0.073421536024315601 -0.049525261643786039 leaf_weight=41.401652966153051 1.2438037884894571 0.67946524113085627 4.1498138312817874 2.6860048696398744 1.6690775025635947 2.3948556094546802 leaf_count=561 282 69 39 28 32 201 internal_value=-8.81e-05 -0.0301664 0.00101796 0.0181554 -0.00265483 -0.0130798 internal_weight=54.2247 1.92327 52.3014 9.23067 43.0707 5.08086 internal_count=1212 351 861 268 593 229 is_linear=0 shrinkage=0.1 Tree=440 num_leaves=7 num_cat=0 split_feature=19 0 4 10 6 3 split_gain=0.0357255 1.59244e-12 9.34983e-13 6.81235e-13 8.25305e-13 7.14239e-13 threshold=1.0000000180025095e-35 0.00019500000000000002 126.00000000000001 16.500000000000004 84.811713194020484 15.500000000000002 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075010726991922919 -0.075007687934246989 -0.075002040041661819 -0.075003600898972511 -0.075001494455685186 -0.075003696394906005 -0.075001359355194766 leaf_weight=0.042543662479147315 0.0010373184459240284 0.0066260156006592288 0.0012157792207290186 0.003910745346274779 0.011052140698950552 0.0014832004242180128 leaf_count=16 23 388 44 298 350 93 internal_value=0.0190333 -0.0750029 -0.0750055 -0.0750027 -0.0750029 -0.0750034 internal_weight=0.0678689 0.0253252 0.0022531 0.0230721 0.0191614 0.0125353 internal_count=1212 1196 67 1129 831 443 is_linear=0 shrinkage=0.1 Tree=441 num_leaves=7 num_cat=0 split_feature=21 21 19 21 20 21 split_gain=0.210869 0.199849 0.480458 0.845973 0.314556 0.665997 threshold=0.11311668870000001 0.32816394200000004 0.2809201300000001 0.77990823500000006 0.54665185890000012 0.49659266935000007 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=0.045030061651501377 -0.024179855693959546 0.0009088975539518554 0.031278984279001776 -0.084297134843526564 0.065312283839812066 -0.08782725841094563 leaf_weight=1.0361042996519243 3.3403736762702465 39.481930753681809 4.7528905179351559 1.2205522060394276 0.72842451184987922 0.86432254314422508 leaf_count=22 24 1115 37 6 5 3 internal_value=0.000373589 -0.000544652 0.00113343 -0.00225416 0.000183788 -0.000992064 internal_weight=51.4246 50.3885 47.0481 42.2952 41.0747 40.3463 internal_count=1212 1190 1166 1129 1123 1118 is_linear=0 shrinkage=0.1 Tree=442 num_leaves=7 num_cat=0 split_feature=2 3 7 0 5 19 split_gain=0.213445 0.769792 0.788658 0.737118 0.964561 0.678471 threshold=12.500000000000002 6.5000000000000009 25.007265775403543 0.0031780000000000007 97.000000000000014 0.98495817490000015 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=0.061510336903405551 -0.019073885408439035 0.035659838122699315 -0.040081208637631378 -0.079607497794993487 -0.0036419473557531669 0.045716649670865764 leaf_weight=1.9897810810944125 5.3828287759024525 5.8165425860788664 5.0662796003743997 1.4952029571868504 19.900375906378031 3.2380051806103465 leaf_count=77 359 236 233 151 81 75 internal_value=-0.000452324 0.00222021 -0.00391753 0.00296421 -0.00176486 0.00326534 internal_weight=42.889 37.5062 31.6896 26.6234 24.6336 23.1384 internal_count=1212 853 617 384 307 156 is_linear=0 shrinkage=0.1 Tree=443 num_leaves=7 num_cat=0 split_feature=4 0 4 4 9 8 split_gain=0.170817 0.369923 0.358928 1.44939 0.98584 0.947893 threshold=23996.500000000004 11.230363000000002 1216.5000000000002 1000.5000000000001 6.3944237114723839 5.2927476730057128 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=-0.0028642039266309279 0.079789685943936095 -0.025160342675880371 -0.025795067411079866 0.081335763164137584 -0.071343353479068991 0.05642724176796822 leaf_weight=40.11462482544448 0.7837772224229399 0.58766741037834447 5.227158746545455 2.1862386893521935 1.9630967296461665 2.8906396012753239 leaf_count=405 28 52 602 27 66 32 internal_value=-2.05317e-05 0.0348183 -0.000932673 0.00182336 -0.00204231 0.00112113 internal_weight=53.7532 1.37144 52.3818 47.1546 44.9684 43.0053 internal_count=1212 80 1132 530 503 437 is_linear=0 shrinkage=0.1 Tree=444 num_leaves=7 num_cat=0 split_feature=19 0 3 3 11 0 split_gain=0.0335595 1.2798e-12 5.73475e-13 7.19235e-13 3.97946e-13 2.66826e-13 threshold=1.0000000180025095e-35 0.00019500000000000002 3.5000000000000004 2.5000000000000004 15.500000000000002 20.176897000000004 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075010409645868609 -0.075005092924442088 -0.075002062561142863 -0.075001750926412245 -0.075005203609093019 -0.075003677242444181 -0.075003143364253247 leaf_weight=0.041124188806861639 0.0020894178223898044 0.0038284953643596973 0.0092900033831142537 0.0013140860974090183 0.0012123807350690194 0.0056627857238709103 leaf_count=16 67 199 713 57 46 114 internal_value=0.0206116 -0.0750027 -0.0750025 -0.075003 -0.075002 -0.0750027 internal_weight=0.0645214 0.0233972 0.0213078 0.0108054 0.0105024 0.00949128 internal_count=1212 1196 1129 370 759 313 is_linear=0 shrinkage=0.1 Tree=445 num_leaves=7 num_cat=0 split_feature=4 5 4 3 5 0 split_gain=0.223481 0.845749 0.649336 1.60595 1.04783 0.38666 threshold=115.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 76.000000000000014 0.030394000000000001 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=0.016279749950717598 0.059177131257339588 -0.060290359208770718 -0.084504267676443354 0.075428778720970299 0.039341365604808165 -0.0016500711998869743 leaf_weight=3.2102228924632064 1.9464219510555256 2.6196919362992048 2.1313156634569159 1.9835568405687798 2.4554227992193765 36.622775021765847 leaf_count=39 45 29 17 51 151 880 internal_value=0.000297916 -0.0181273 0.00267759 0.000131537 0.00452457 0.000925567 internal_weight=50.9694 5.82991 45.1395 43.1931 41.0618 39.0782 internal_count=1212 68 1144 1099 1082 1031 is_linear=0 shrinkage=0.1 Tree=446 num_leaves=7 num_cat=0 split_feature=21 21 21 21 19 21 split_gain=0.213063 0.444381 0.564551 0.333374 0.512761 0.58353 threshold=0.077853006800000013 0.16093797035000004 0.22161084545000001 0.53514027195000013 0.89730301130000012 0.96986978155000014 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=0.051049666204473002 -0.047461854724584585 0.044260520537705642 -0.024039333557942962 0.001674195866980129 0.085237779875545372 -0.10556956149740029 leaf_weight=0.78993239377450664 1.9920358955860136 2.7961633801460266 5.9416329860687256 29.597300498324337 0.71984481066465278 0.5162125825881948 leaf_count=19 9 9 24 1148 2 1 internal_value=-0.000398551 -0.00137635 0.000943618 -0.00234996 0.00182962 -0.000164201 internal_weight=42.3531 41.5632 39.5712 36.775 30.8334 30.1135 internal_count=1212 1193 1184 1175 1151 1149 is_linear=0 shrinkage=0.1 Tree=447 num_leaves=7 num_cat=0 split_feature=10 5 0 3 3 5 split_gain=0.192076 0.382156 0.351515 0.272708 0.365734 0.74298 threshold=35.000000000000007 4795.5000000000009 1.3962115000000002 12.500000000000002 6.5000000000000009 2619.5000000000005 decision_type=10 10 10 10 10 10 left_child=1 3 -2 4 -1 -6 right_child=2 -3 -4 -5 5 -7 leaf_value=0.0013844487672451875 -0.075440560624439892 -0.049650342890471745 0.07637666307231783 0.042280283519494886 -0.07972899912511916 0.034898826749949562 leaf_weight=46.659602387066116 0.19219214632175763 1.5535117009683279 0.73868039203807712 1.5298677689424938 1.5630586072911676 0.88595845074632951 leaf_count=628 90 207 46 44 101 96 internal_value=6.87756e-06 -0.000796166 0.0450318 0.000702606 -0.000592653 -0.0382611 internal_weight=53.1229 52.192 0.930873 50.6385 49.1086 2.44902 internal_count=1212 1076 136 869 825 197 is_linear=0 shrinkage=0.1 Tree=448 num_leaves=7 num_cat=0 split_feature=19 0 3 3 11 0 split_gain=0.0312085 1.01093e-12 4.65995e-13 5.71839e-13 3.20187e-13 2.14963e-13 threshold=1.0000000180025095e-35 0.00019500000000000002 3.5000000000000004 2.5000000000000004 15.500000000000002 20.176897000000004 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075009947089420437 -0.075004728642413712 -0.075001915486561183 -0.075001616664075399 -0.075004829454947783 -0.0750034137578513 -0.075002924220200592 leaf_weight=0.038878002553246915 0.0019163342549290965 0.0035327445571056168 0.0085122361669505153 0.0012195713470646305 0.0011221214533065913 0.0052551010057868544 leaf_count=16 67 199 713 57 46 114 internal_value=0.0214991 -0.0750025 -0.0750023 -0.0750028 -0.0750018 -0.0750025 internal_weight=0.0604361 0.0215581 0.0196418 0.0100074 0.00963436 0.00878785 internal_count=1212 1196 1129 370 759 313 is_linear=0 shrinkage=0.1 Tree=449 num_leaves=7 num_cat=0 split_feature=10 13 2 0 7 9 split_gain=0.207107 0.574255 0.293132 0.890257 1.06973 0.596831 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 2.7156310000000006 74.604207371536532 7.5590381203764272 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=0.0011411092150757725 0.051992680891164315 -0.074701859491590417 0.078087378377432903 -0.043162572036432111 0.056929007390134449 -0.056157630502260796 leaf_weight=40.65363293455448 0.52439886529464175 1.1258205389895009 1.9395964877912764 2.6676788687473163 1.7803919964935628 1.9029549753759045 leaf_count=545 109 101 279 72 45 61 internal_value=0.000402393 -0.0344415 0.0015772 0.0215525 -0.00309976 -0.00142105 internal_weight=50.5945 1.65022 48.9443 6.38767 4.44807 42.5566 internal_count=1212 210 1002 396 117 606 is_linear=0 shrinkage=0.1 Tree=450 num_leaves=7 num_cat=0 split_feature=0 2 3 2 7 7 split_gain=0.208681 0.314394 0.574379 0.590431 0.5769 0.790257 threshold=60.179807500000003 11.500000000000002 6.5000000000000009 6.5000000000000009 25.007265775403543 79.447232184458983 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=0.00279162751579933 0.052143101606882902 -0.023703577744404011 0.080251025352882491 0.0076777937937326252 -0.059836187525912965 0.032664883308521124 leaf_weight=26.337692523316949 0.74130634590983291 5.4772468817463951 1.7602732852101315 3.0869368825187848 3.4627979232463977 1.2595107853412626 leaf_count=382 12 419 18 201 162 18 internal_value=-0.00044499 -0.00138698 0.00201717 0.0340329 -0.0029792 -0.0351648 internal_weight=42.1258 41.3845 35.9072 4.84721 31.06 4.72231 internal_count=1212 1200 781 219 562 180 is_linear=0 shrinkage=0.1 Tree=451 num_leaves=7 num_cat=0 split_feature=10 5 0 9 3 3 split_gain=0.178485 0.335474 0.325538 0.313458 0.23725 0.328195 threshold=35.000000000000007 4795.5000000000009 1.3962115000000002 6.0303165925932634 12.500000000000002 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 4 -2 -3 5 -1 right_child=2 3 -4 -5 -6 -7 leaf_value=0.0012178971875151285 -0.075408227230298663 0.048552406703918347 0.076278384677984742 -0.068926160668394895 0.039596730220604975 -0.037254130187302816 leaf_weight=46.312638820310895 0.17822713038185511 0.27849868219345708 0.68628262367565185 1.2312185336638775 1.5121665850456327 2.3288929119771629 leaf_count=628 90 7 46 200 44 197 internal_value=-5.54494e-05 -0.000809497 0.0450067 -0.0472548 0.000588591 -0.000624093 internal_weight=52.5279 51.6634 0.86451 1.50972 50.1537 48.6415 internal_count=1212 1076 136 207 869 825 is_linear=0 shrinkage=0.1 Tree=452 num_leaves=7 num_cat=0 split_feature=19 0 3 3 0 11 split_gain=0.0289109 8.03085e-13 4.0125e-13 5.19538e-13 1.70346e-13 1.52995e-13 threshold=1.0000000180025095e-35 0.00019500000000000002 3.5000000000000004 2.5000000000000004 20.176897000000004 12.500000000000002 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075009411568465023 -0.075004382247161397 -0.07500177442578275 -0.075001499189416204 -0.075004610850679998 -0.075002707258000678 -0.075002698954592148 leaf_weight=0.036505459225736558 0.0017763201940397258 0.0032752404331404259 0.0075280770721519738 0.0011405567861402241 0.0048659964131729785 0.0012376064317720639 leaf_count=16 67 199 627 57 114 132 internal_value=0.0222162 -0.0750024 -0.0750022 -0.0750026 -0.0750023 -0.0750017 internal_weight=0.0563293 0.0198238 0.0180475 0.00928179 0.00814124 0.00876568 internal_count=1212 1196 1129 370 313 759 is_linear=0 shrinkage=0.1 Tree=453 num_leaves=7 num_cat=0 split_feature=21 0 4 4 5 4 split_gain=0.208579 0.189536 2.47255 1.48102 0.683331 0.987589 threshold=0.11311668870000001 3.9500000000000005e-05 163.00000000000003 109.00000000000001 59.000000000000007 126.00000000000001 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.045038648644053082 0.083663962107434986 -0.11494259761129799 -0.087234275219011753 0.049639346239407252 -0.057475876795478942 0.0017756588108248179 leaf_weight=1.0252730280626563 2.322621144354343 1.13794445991516 1.332143038511276 2.6697681043297044 3.0347303636372081 38.509149726276519 leaf_count=22 57 2 5 56 32 1038 internal_value=0.00039916 -0.000534752 0.0213724 -0.00230019 0.00059893 -0.00255259 internal_weight=50.0316 49.0064 3.65476 45.3516 44.2136 41.5439 internal_count=1212 1190 62 1128 1126 1070 is_linear=0 shrinkage=0.1 Tree=454 num_leaves=7 num_cat=0 split_feature=20 20 21 21 21 20 split_gain=0.272368 0.705588 0.343195 0.367795 0.378081 1.17156 threshold=0.090231592850000014 0.15581312665000005 0.077853006800000013 0.16093797035000004 0.30468621685000002 0.59289009450000008 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=0.06268092404201385 -0.095043377780894903 0.070732338032355943 -0.04324145456713209 0.032382761821660611 0.0053755268695735428 -0.049463100155209078 leaf_weight=0.67233825517541845 0.79054437950253487 0.68120133131742477 1.9462175816297529 3.5522509627044201 29.31251434229489 4.4928741678595534 leaf_count=19 6 2 8 12 1144 21 internal_value=-0.000448686 -0.00148961 0.000360037 -0.000859632 0.00134833 -0.00191275 internal_weight=41.4479 40.7756 39.9851 39.3039 37.3576 33.8054 internal_count=1212 1193 1187 1185 1177 1165 is_linear=0 shrinkage=0.1 Tree=455 num_leaves=7 num_cat=0 split_feature=4 5 4 4 0 0 split_gain=0.185331 0.349725 2.96446 0.603688 0.777923 4.55557 threshold=109.00000000000001 63.000000000000007 163.00000000000003 115.00000000000001 0.033085500000000004 0.030394000000000001 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.029431359516866103 -0.087280970547806508 0.046894895935877312 0.056967983503282506 -0.0096961930844659105 -0.0047863629150276315 0.33898465498542985 leaf_weight=2.0482992492616168 3.2662129476666442 2.7783060148358336 2.5268979519605637 2.1180458752487534 38.829799903905496 0.45523868140298862 leaf_count=19 74 29 29 153 903 5 internal_value=-5.04571e-05 -0.00125883 -0.024361 0.00177036 -0.00125767 0.0519888 internal_weight=52.0228 49.9745 5.79311 44.1814 41.4031 2.57328 internal_count=1212 1193 103 1090 1061 158 is_linear=0 shrinkage=0.1 Tree=456 num_leaves=7 num_cat=0 split_feature=19 0 3 3 0 11 split_gain=0.0271768 6.67353e-13 3.31539e-13 4.10716e-13 1.42527e-13 1.20892e-13 threshold=1.0000000180025095e-35 0.00019500000000000002 3.5000000000000004 2.5000000000000004 20.176897000000004 12.500000000000002 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075009137564411549 -0.07500413588827512 -0.075001640613797924 -0.075001386773342171 -0.075004278811916306 -0.075002529238181015 -0.075002495732387695 leaf_weight=0.035467405687086284 0.0016053476738306918 0.003000757023528422 0.0069738127575647022 0.0010585190580059134 0.0045292993563634809 0.0011443213559800816 leaf_count=16 67 199 627 57 114 132 internal_value=0.0239299 -0.0750022 -0.075002 -0.0750024 -0.0750022 -0.0750015 internal_weight=0.0537795 0.0183121 0.0167067 0.00858858 0.00753006 0.00811813 internal_count=1212 1196 1129 370 313 759 is_linear=0 shrinkage=0.1 Tree=457 num_leaves=7 num_cat=0 split_feature=10 13 2 0 7 9 split_gain=0.192897 0.504937 0.246823 0.828115 0.979952 0.526495 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 2.7156310000000006 73.883603989971604 7.5590381203764272 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=0.0012197817954343049 0.04896467359223497 -0.074216849199035914 0.077827729489165845 -0.078054339622949373 0.02709614374598094 -0.053911117850820825 leaf_weight=40.216200635419227 0.49077193310949851 1.0336384160182204 1.7773628544819065 1.2463793456554411 3.0678791145328432 1.810193819226696 leaf_count=545 109 101 279 32 85 61 internal_value=0.000462367 -0.0345595 0.00157188 0.0203838 -0.00328159 -0.00115486 internal_weight=49.6424 1.52441 48.118 6.09162 4.31426 42.0264 internal_count=1212 210 1002 396 117 606 is_linear=0 shrinkage=0.1 Tree=458 num_leaves=7 num_cat=0 split_feature=0 5 7 0 0 0 split_gain=0.230695 0.915649 0.714354 0.355752 0.976613 1.05266 threshold=0.0041515000000000015 108.50000000000001 69.792058971722028 0.04603150000000001 0.082789500000000002 2.7156310000000006 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=0.054599280481873139 -0.079656137650999756 -0.049281104477454846 -0.042891498072808343 0.068105971655224862 -0.077445265320224388 0.002347178387590982 leaf_weight=2.401594048220431 1.4877167643280689 1.3872595176217135 1.0939639313874066 2.121897895995061 1.7461161597711896 31.122965421993285 leaf_count=82 156 149 11 28 392 394 internal_value=-0.00049155 -0.00276065 0.0240887 0.000384047 0.00235308 -0.00189166 internal_weight=41.3615 37.866 3.49556 36.3782 34.991 32.8691 internal_count=1212 1119 93 963 814 786 is_linear=0 shrinkage=0.1 Tree=459 num_leaves=7 num_cat=0 split_feature=4 4 2 4 0 4 split_gain=0.176175 1.74094 1.18664 0.973145 0.846451 0.812149 threshold=219.50000000000003 267.00000000000006 1.5000000000000002 343.00000000000006 0.055514500000000008 467.50000000000006 decision_type=10 10 10 10 10 8 left_child=2 -2 4 -3 -1 -5 right_child=1 3 -4 5 -6 -7 leaf_value=-0.0028686703435656276 0.10886562833733467 -0.082659422488366566 -0.058408022567036311 0.05503982154313785 0.058122496460364395 -0.0052665842425461589 leaf_weight=27.469245060958205 1.5599901601672197 1.3609215691685701 3.6231612972915164 2.7258933149278137 2.4809672310948363 12.352560816235609 leaf_count=223 6 27 75 29 29 823 internal_value=-7.57898e-05 0.00790657 -0.00435529 -0.00167379 0.00218362 0.00563565 internal_weight=51.5727 17.9994 33.5734 16.4394 29.9502 15.0785 internal_count=1212 885 327 879 252 852 is_linear=0 shrinkage=0.1 Tree=460 num_leaves=7 num_cat=0 split_feature=19 0 3 5 19 4 split_gain=0.0251937 5.35391e-13 2.98223e-13 3.8501e-13 1.16138e-13 8.18972e-14 threshold=1.0000000180025095e-35 0.00019500000000000002 3.5000000000000004 163.00000000000003 0.76803983445000001 1771.0000000000002 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075008686332974639 -0.075003845391780968 -0.075002461515196905 -0.075000934740337921 -0.07500394785188709 -0.075001625511290249 -0.075001637513246511 leaf_weight=0.03335252869874239 0.0014843179478702942 0.0029558487385656917 0.0024964308750554673 0.0011821225180028705 0.0037954983663439634 0.0049384116611861373 leaf_count=16 67 66 249 81 223 510 internal_value=0.0246538 -0.075002 -0.0750019 -0.0750023 -0.075002 -0.0750014 internal_weight=0.0502052 0.0168526 0.0153683 0.00793347 0.00675135 0.00743484 internal_count=1212 1196 1129 370 289 759 is_linear=0 shrinkage=0.1 Tree=461 num_leaves=7 num_cat=0 split_feature=15 16 21 9 7 6 split_gain=0.191588 0.409295 0.201111 0.217027 0.623064 0.77045 threshold=4.5000000000000009 2.0000000000000004 0.11311668870000001 6.1041741653575761 76.159638295262923 95.921124596495687 decision_type=10 8 8 10 10 10 left_child=2 -2 -1 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.045980986189419808 -0.065102845799155401 0.064984613439231578 -0.0029033528649859254 0.092180770292285982 0.070270310688020643 -0.0090076238511865876 leaf_weight=0.99341209558770061 1.0854802455287413 0.3112005550065079 37.188648975919932 0.84627073397859742 1.6327088419930076 6.7879165993945207 leaf_count=8 94 96 562 46 191 215 internal_value=0.000386105 -0.0361175 0.0014606 0.000508574 0.0142009 0.00220939 internal_weight=48.8456 1.39668 47.449 46.4555 9.2669 7.63419 internal_count=1212 190 1022 1014 452 261 is_linear=0 shrinkage=0.1 Tree=462 num_leaves=7 num_cat=0 split_feature=20 20 21 19 20 21 split_gain=0.23449 0.642485 0.316815 0.397901 0.446376 0.755155 threshold=0.090231592850000014 0.15581312665000005 0.077853006800000013 0.83003775260000012 0.76592940720000013 0.91302578255000011 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=0.058417089453421493 -0.093472866352870443 0.068219391631128987 0.00045393786556028313 -0.037015963403289942 0.035510056977400693 -0.10550708730123498 leaf_weight=0.66369678433329682 0.74558569118380547 0.67367962002754211 31.448309282644914 2.8346136286854735 3.5594804659485808 0.68727817386388679 leaf_count=19 6 2 1158 10 14 3 internal_value=-0.000535019 -0.00151443 0.000234477 -0.000954219 0.00190951 -0.00181223 internal_weight=40.6126 39.9489 39.2034 38.5297 35.6951 32.1356 internal_count=1212 1193 1187 1185 1175 1161 is_linear=0 shrinkage=0.1 Tree=463 num_leaves=7 num_cat=0 split_feature=20 20 21 21 21 21 split_gain=0.168883 0.278328 0.791684 0.650324 0.56426 0.440037 threshold=0.20344614855000001 0.31576698785000007 0.90949772080000013 0.80522880530000018 0.62272809245000016 0.30468621685000002 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=-0.02676013830378118 0.029017066865273989 -0.0029334682281506037 -0.093262444028638439 0.088634550229524808 -0.083914658704321521 0.027206668366819859 leaf_weight=2.2490958447756384 3.3650371767580509 37.337920760586712 0.90730442851781745 0.83277779817581077 0.79753875732421775 5.5660317279398432 leaf_count=31 12 1131 4 3 8 23 internal_value=3.19501e-05 0.00126658 -0.000788401 0.00109559 -0.000572558 0.000976683 internal_weight=51.0557 48.8066 45.4416 44.5343 43.7015 42.904 internal_count=1212 1181 1169 1165 1162 1154 is_linear=0 shrinkage=0.1 Tree=464 num_leaves=7 num_cat=0 split_feature=19 0 3 5 19 4 split_gain=0.0238031 4.30047e-13 2.32153e-13 3.17773e-13 9.08566e-14 6.80393e-14 threshold=1.0000000180025095e-35 0.00019500000000000002 3.5000000000000004 163.00000000000003 0.76803983445000001 1771.0000000000002 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075008516301695694 -0.075003576742357012 -0.075002277301891795 -0.075000868222722339 -0.075003689620754516 -0.075001508072436482 -0.075001534352292537 leaf_weight=0.032854791381396353 0.0013809384408887135 0.0027245729347669112 0.0023068284079954537 0.0010964882017105992 0.0035183179534215014 0.0045730764517770695 leaf_count=16 67 66 249 81 223 510 internal_value=0.0267123 -0.0750019 -0.0750017 -0.0750021 -0.0750018 -0.0750013 internal_weight=0.048455 0.0156002 0.0142193 0.00733938 0.00624289 0.0068799 internal_count=1212 1196 1129 370 289 759 is_linear=0 shrinkage=0.1 Tree=465 num_leaves=7 num_cat=0 split_feature=10 13 6 7 0 5 split_gain=0.184818 0.423702 0.230195 0.531401 0.523432 1.62123 threshold=30.500000000000004 49191.500000000007 123.24539739966269 73.338663815671964 4.6811795000000016 200.50000000000003 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=0.0037212511730741874 0.045818731515656679 -0.073684499482780927 -0.02901366326461894 0.041143759734687126 0.03050289021004602 -0.070580165299135786 leaf_weight=35.405623441882199 0.43426169932354131 0.93652859903522767 1.5119653847068537 3.7756812963634729 2.7795844636857501 3.6970654246397316 leaf_count=738 109 101 29 113 39 83 internal_value=0.00037014 -0.0358263 0.00142203 0.0210827 -0.00106014 -0.0271983 internal_weight=48.5407 1.37079 47.1699 5.28765 41.8823 6.47665 internal_count=1212 210 1002 142 860 122 is_linear=0 shrinkage=0.1 Tree=466 num_leaves=7 num_cat=0 split_feature=0 5 7 0 0 0 split_gain=0.216032 0.843929 0.588894 0.307634 0.831408 0.924484 threshold=0.0041515000000000015 108.50000000000001 69.792058971722028 0.04603150000000001 0.082789500000000002 2.7156310000000006 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=0.051875893336520852 -0.079304680988116216 -0.047598503971835494 -0.039710352320376459 0.064967645342646929 -0.077178596637497932 0.0020910259096640696 leaf_weight=2.3077553299663118 1.381738728377967 1.2893537659401761 1.0090309220322522 1.9853121157102567 1.5453081136074605 30.698244871105999 leaf_count=82 156 149 11 28 392 394 internal_value=-0.000432521 -0.00262988 0.0240136 0.000352942 0.00215921 -0.00170806 internal_weight=40.2167 36.9 3.31679 35.5182 34.2289 32.2436 internal_count=1212 1119 93 963 814 786 is_linear=0 shrinkage=0.1 Tree=467 num_leaves=7 num_cat=0 split_feature=7 4 4 0 4 0 split_gain=0.172501 0.921954 0.882959 0.773382 1.13971 0.916646 threshold=27.445755170591536 255.00000000000003 343.00000000000006 0.21960600000000002 255.00000000000003 0.066307500000000005 decision_type=10 8 8 10 10 10 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=-0.0032927873252284524 0.085601581095081425 -0.082286156086186918 0.0088181199136868234 -0.092457116339112758 0.0094403618071376982 0.060151264489711892 leaf_weight=28.9152146861361 1.4216568171977968 1.1648319587111462 12.265882125860344 2.2654674611985675 2.1293676984496415 2.4719868674874297 leaf_count=289 8 23 714 47 76 55 internal_value=-3.68634e-05 0.0090227 0.00091674 -0.0037973 -0.0430862 0.00170393 internal_weight=50.6344 14.8524 13.4307 35.782 4.39484 31.3872 internal_count=1212 745 737 467 123 344 is_linear=0 shrinkage=0.1 Tree=468 num_leaves=7 num_cat=0 split_feature=19 0 3 5 19 4 split_gain=0.0220608 3.5204e-13 1.80675e-13 2.18054e-13 7.27604e-14 5.13183e-14 threshold=1.0000000180025095e-35 0.00019500000000000002 3.5000000000000004 163.00000000000003 0.76803983445000001 1771.0000000000002 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075008118518472167 -0.075003324199338861 -0.075002109221844304 -0.075000799259205858 -0.075003305607821438 -0.075001393127103438 -0.075001402764617822 leaf_weight=0.030931151530239731 0.0012768242809215744 0.0025256143339902337 0.0021236701108477973 0.0010013985706791573 0.0032380899756390136 0.004186847938427718 leaf_count=16 67 66 249 81 223 510 internal_value=0.0274631 -0.0750017 -0.0750016 -0.0750019 -0.0750017 -0.0750012 internal_weight=0.0452836 0.0143524 0.0130756 0.0067651 0.0057637 0.00631052 internal_count=1212 1196 1129 370 289 759 is_linear=0 shrinkage=0.1 Tree=469 num_leaves=7 num_cat=0 split_feature=21 21 19 20 20 20 split_gain=0.18068 0.174666 0.392612 0.518837 0.485634 0.720218 threshold=0.11311668870000001 0.32816394200000004 0.16732172635000001 0.20344614855000001 0.54665185890000012 0.48408422815000002 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=0.042157897492804082 -0.022898536748077441 -0.046174798181329239 0.0773524243805708 0.00062393251709341366 0.040978110809983814 -0.083599239037675716 leaf_weight=1.0090871295542454 3.2706195712089539 1.6913602165877817 0.91716962680220604 37.099433614843292 2.869353011250495 1.04388291761279 leaf_count=22 24 9 8 1123 20 6 internal_value=0.000291353 -0.000609593 0.00106158 0.002967 0.00130351 -0.00168104 internal_weight=47.9009 46.8918 43.6212 41.9298 41.0127 38.1433 internal_count=1212 1190 1166 1157 1149 1129 is_linear=0 shrinkage=0.1 Tree=470 num_leaves=7 num_cat=0 split_feature=0 3 4 4 4 4 split_gain=0.198861 0.776802 0.535459 0.303001 0.485553 0.470799 threshold=0.0041515000000000015 1.5000000000000002 163.00000000000003 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=0.062803106065302622 -0.078971266721306499 0.08315320636894874 -0.019228711939251651 -0.08316781508949414 0.081669317587635237 -0.00077782280652054898 leaf_weight=1.662209347385214 1.2819240307726421 0.43571168184280296 1.5264566137047948 0.70055815391242404 0.7073250412940969 33.277744093713409 leaf_count=72 157 2 21 25 2 933 internal_value=-0.000412851 -0.00251037 0.0235334 0.000280442 -0.000760584 0.000938134 internal_weight=39.5919 36.4033 3.18867 35.1213 34.6856 33.9851 internal_count=1212 1119 93 962 960 935 is_linear=0 shrinkage=0.1 Tree=471 num_leaves=7 num_cat=0 split_feature=9 9 7 9 3 6 split_gain=0.162297 0.322536 0.326548 0.305853 0.882507 0.61156 threshold=7.8397116616035101 7.5456810564319428 77.281931130889689 6.3944237114723839 11.500000000000002 85.458850108095191 decision_type=10 10 8 10 8 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=-0.0020823221694588104 -0.031058172955166316 0.067444372145332096 -0.0317403619755234 -0.053307677577061868 0.088358927281978805 0.039063323291210948 leaf_weight=39.56042858431465 1.6255979097714988 1.3384136558488522 0.44141299452167015 2.700338408874813 0.52526106685399998 3.9753639106638721 leaf_count=554 351 35 111 117 4 40 internal_value=2.2841e-05 0.00106371 0.0428457 -0.000526586 -0.0302385 0.00167479 internal_weight=50.1668 48.5412 1.77983 46.7614 3.2256 43.5358 internal_count=1212 861 146 715 121 594 is_linear=0 shrinkage=0.1 Tree=472 num_leaves=7 num_cat=0 split_feature=19 3 5 4 4 2 split_gain=0.0207033 2.62284e-13 9.35823e-14 1.20364e-13 4.08532e-14 9.2057e-14 threshold=1.0000000180025095e-35 3.5000000000000004 154.00000000000003 126.00000000000001 1771.0000000000002 15.500000000000002 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=0.075007857856188576 -0.075002766957201469 -0.075000741974674878 -0.075002902453527753 -0.0750016581081316 -0.075001762723646226 -0.075000787499089033 leaf_weight=0.029832527739927173 0.0012043882820762519 0.0019802141100626613 0.0010068643318845716 0.0052294248584985326 0.0020406168954707482 0.0018413615793804183 leaf_count=16 74 249 85 278 238 272 internal_value=0.0287452 -0.0750016 -0.075002 -0.0750019 -0.0750011 -0.0750013 internal_weight=0.0431354 0.0133029 0.00744068 0.00643381 0.00586219 0.00388198 internal_count=1212 1196 437 352 759 510 is_linear=0 shrinkage=0.1 Tree=473 num_leaves=7 num_cat=0 split_feature=10 13 2 0 7 6 split_gain=0.170981 0.369188 0.206894 0.857412 1.76431 1.3933 threshold=30.500000000000004 49191.500000000007 3.5000000000000004 4.6811795000000016 73.338663815671964 84.811713194020484 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=-0.0033460485528992398 0.0426859634921763 -0.073035851114964953 0.091217118985936069 -0.077190755480175233 0.026022939497606892 0.0021363074935451527 leaf_weight=31.696559427771717 0.40524812450166681 0.86231373967893887 2.7443640626734105 2.7195988995954394 4.2353359659900889 4.8742940375232138 leaf_count=364 109 101 159 71 106 302 internal_value=0.000195515 -0.0360388 0.00118815 0.0110497 -0.0143369 0.0342247 internal_weight=47.5377 1.26756 46.2702 14.5736 6.95493 7.61866 internal_count=1212 210 1002 638 177 461 is_linear=0 shrinkage=0.1 Tree=474 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 21 split_gain=0.184249 0.354082 0.497238 0.649746 0.666278 0.698476 threshold=0.077853006800000013 0.83003775260000012 0.63319291535000011 0.51159595590000018 0.22161084545000001 0.62272809245000016 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=0.048397995225652989 0.063356249515603855 -0.035151534717418824 0.032227897179677764 -0.056379212075930142 -0.045592588541141059 0.00311784456439764 leaf_weight=0.76075713526006439 1.608726520091295 2.8601098358631125 4.5669286996126166 2.1326641589403144 3.3561915941536427 23.95736489540651 leaf_count=19 7 11 14 12 16 1133 internal_value=-0.000335675 -0.0012991 0.00141894 -0.00311181 0.000816006 -0.00286752 internal_weight=39.2427 38.482 35.6219 31.0549 28.9223 27.3136 internal_count=1212 1193 1182 1168 1156 1149 is_linear=0 shrinkage=0.1 Tree=475 num_leaves=7 num_cat=0 split_feature=4 0 0 4 3 0 split_gain=0.158366 0.288193 3.91149 1.96776 1.48142 0.856711 threshold=109.00000000000001 0.030394000000000001 0.033085500000000004 163.00000000000003 2.5000000000000004 0.037647000000000007 decision_type=8 8 8 10 10 8 left_child=-1 3 -3 -2 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.027882361153088814 -0.083177275927157956 0.27581723815526638 -0.084833257028251285 0.07662381971058968 -0.084346991575748098 0.00085117330597159256 leaf_weight=1.964174699038266 2.7438693480398788 0.51444665684539259 1.2015765612750318 2.1806636750698094 0.77487513284859222 40.424523166925155 leaf_count=19 64 5 25 11 139 949 internal_value=5.2978e-05 -0.00108962 0.00176476 -0.0221944 0.0344209 -0.00162219 internal_weight=49.8041 47.84 42.1405 5.69941 2.95554 41.6261 internal_count=1212 1193 979 214 150 974 is_linear=0 shrinkage=0.1 Tree=476 num_leaves=7 num_cat=0 split_feature=19 3 4 5 4 2 split_gain=0.019228 2.01703e-13 6.41739e-14 8.75038e-14 3.22489e-14 7.43255e-14 threshold=1.0000000180025095e-35 3.5000000000000004 126.00000000000001 133.50000000000003 1771.0000000000002 15.500000000000002 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.075007481509095975 -0.075002539824927744 -0.075000686497456726 -0.075001529145081569 -0.07500255146911497 -0.075001638602658696 -0.075000724162043453 leaf_weight=0.028295626456383616 0.0011147135851388157 0.0018285265527993033 0.0047168497903840034 0.0010179227547268965 0.0018662916684206721 0.0016971355961317158 leaf_count=16 74 249 273 90 238 272 internal_value=0.0297076 -0.0750015 -0.0750018 -0.0750017 -0.075001 -0.0750012 internal_weight=0.0405371 0.0122414 0.00684949 0.00573477 0.00539195 0.00356343 internal_count=1212 1196 437 363 759 510 is_linear=0 shrinkage=0.1 Tree=477 num_leaves=7 num_cat=0 split_feature=21 0 4 4 5 4 split_gain=0.176691 0.182153 2.05571 1.2532 0.560013 0.837964 threshold=0.11311668870000001 3.9500000000000005e-05 163.00000000000003 109.00000000000001 59.000000000000007 126.00000000000001 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.041766611047819049 0.082859907109228401 -0.1088639847768877 -0.085012458167232879 0.047281957619865284 -0.053364190974712712 0.0017889452302680426 leaf_weight=1.0074494766595306 2.0308065488934512 1.0755146741867054 1.1383602321147916 2.407395100221037 2.9817063193768254 36.194384571164846 leaf_count=22 57 2 5 56 32 1038 internal_value=0.00034056 -0.000570116 0.0225604 -0.0022885 0.000467969 -0.00240878 internal_weight=46.8356 45.8282 3.16917 42.659 41.5835 39.1761 internal_count=1212 1190 62 1128 1126 1070 is_linear=0 shrinkage=0.1 Tree=478 num_leaves=7 num_cat=0 split_feature=5 0 5 4 4 8 split_gain=0.202522 0.313083 0.69293 0.276576 0.446901 0.42013 threshold=59.000000000000007 0.0041515000000000015 108.50000000000001 126.00000000000001 168.50000000000003 4.3707218560531276 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=-0.075700159224893898 0.033222053306304976 -0.078894287198945895 0.08246267897113467 -0.0825667105268173 0.042576975408860213 -0.0020314346809023093 leaf_weight=0.35374881830648419 2.6881223899690658 1.1394682830432419 0.40551641583442588 0.65264622401446004 2.2644624244421712 31.215261334171373 leaf_count=120 28 101 2 25 42 894 internal_value=-0.000382655 0.00031181 -0.00216782 0.000363523 -0.000611872 0.000985737 internal_weight=38.7192 38.3655 35.6774 34.5379 34.1324 33.4797 internal_count=1212 1092 1064 963 961 936 is_linear=0 shrinkage=0.1 Tree=479 num_leaves=7 num_cat=0 split_feature=0 0 6 0 9 5 split_gain=0.155851 2.07966 1.32853 1.01033 1.00212 0.994259 threshold=0.16056050000000002 0.19793400000000003 75.37430065061649 0.068115000000000023 6.0459138206527951 56.000000000000007 decision_type=10 8 8 10 8 10 left_child=3 -2 5 -1 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.0012595358029989343 0.15354325937344787 0.037339514698654326 0.049722140370179468 -0.062599327026409621 -0.012470616270433832 -0.088403611970658241 leaf_weight=31.749295140190043 0.92714640209214572 0.84379518032073919 4.8264660567510864 2.6872251445643078 5.5932769526898491 2.4682700289413333 leaf_count=432 72 16 67 124 438 63 internal_value=-4.76317e-05 0.00858797 -0.00119915 -0.00372364 0.0163373 -0.0563688 internal_weight=49.0955 14.659 13.7318 34.4365 10.4197 3.31207 internal_count=1212 656 584 556 505 79 is_linear=0 shrinkage=0.1 Tree=480 num_leaves=7 num_cat=0 split_feature=19 0 2 0 19 10 split_gain=0.0179863 1.62887e-13 8.09665e-14 7.69983e-14 4.15367e-14 2.59883e-14 threshold=1.0000000180025095e-35 0.00053950000000000005 5.5000000000000009 4.0072915000000009 0.76803983445000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075007232214384767 -0.075002582220492553 -0.075001680512736535 -0.075001128588614338 -0.075002292629920808 -0.075001064860985386 -0.075000631926628966 leaf_weight=0.027304354414809495 0.0010359939869886156 0.0020107974028178432 0.0032151387747205717 0.001063815403085755 0.002408484415127532 0.0015670482731167112 leaf_count=16 71 66 474 58 259 268 internal_value=0.0310942 -0.0750014 -0.0750013 -0.0750015 -0.0750013 -0.075001 internal_weight=0.0386056 0.0113013 0.0102653 0.0054831 0.00441928 0.00478219 internal_count=1212 1196 1125 383 325 742 is_linear=0 shrinkage=0.1 Tree=481 num_leaves=7 num_cat=0 split_feature=15 16 3 3 0 3 split_gain=0.170299 0.34182 0.20873 0.479282 0.392612 0.722442 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 8.0202915000000008 2.5000000000000004 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=0.0029525101788016989 -0.063789091228014613 0.064861332971395486 0.071987877402569234 -0.011895199501233057 0.0094940562675840477 -0.067884835200189994 leaf_weight=37.402178351941984 0.97152451967849518 0.26228218650794588 1.2992417414643562 1.4317897700238971 2.5359695330262175 2.3017133884131908 leaf_count=803 94 96 68 66 44 41 internal_value=0.000211949 -0.0364406 0.00121754 0.0280107 -0.000514786 -0.0273219 internal_weight=46.2047 1.23381 44.9709 2.73103 42.2399 4.83768 internal_count=1212 190 1022 134 888 85 is_linear=0 shrinkage=0.1 Tree=482 num_leaves=7 num_cat=0 split_feature=5 0 3 0 0 0 split_gain=0.185183 0.267532 0.663681 0.267044 0.727417 0.815773 threshold=59.000000000000007 0.0041515000000000015 1.5000000000000002 0.04603150000000001 0.082789500000000002 2.7156310000000006 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075674235721357466 0.031056191500929649 -0.078790511507106031 -0.046329593309024322 0.062431108218691772 -0.07698735935744544 0.0019696377883028455 leaf_weight=0.32315350059070524 2.6401717690096111 1.0892277170205478 1.1762865676137142 1.8882059138704779 1.3683409642872018 29.943065373809077 leaf_count=120 28 102 149 30 389 394 internal_value=-0.000293105 0.000346168 -0.00194001 0.000495055 0.00215409 -0.00148086 internal_weight=38.4285 38.1053 35.4651 34.3759 33.1996 31.3114 internal_count=1212 1092 1064 962 813 783 is_linear=0 shrinkage=0.1 Tree=483 num_leaves=7 num_cat=0 split_feature=20 20 21 21 20 19 split_gain=0.15745 0.193304 0.713951 0.586063 0.545265 0.265737 threshold=0.20344614855000001 0.31576698785000007 0.90949772080000013 0.80522880530000018 0.83018951285000009 0.16732172635000001 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=-0.026268803769739821 0.024576369329028652 0.052246705738857868 -0.091408824421889898 0.087275271888965889 -0.081548205826928913 9.1057278999356214e-08 leaf_weight=2.1781554838730699 3.297354631125927 0.99809171259403229 0.84773455560207267 0.77787327766418357 0.81054668687283893 39.512379189965941 leaf_count=31 12 4 4 3 12 1146 internal_value=5.5785e-06 0.00124314 -0.00054834 0.00128129 -0.000337553 0.00128734 internal_weight=48.4221 46.244 42.9466 42.0989 41.321 40.5105 internal_count=1212 1181 1169 1165 1162 1150 is_linear=0 shrinkage=0.1 Tree=484 num_leaves=7 num_cat=0 split_feature=19 4 5 10 6 4 split_gain=0.0168583 1.21312e-13 5.77173e-14 3.08143e-14 6.34891e-14 3.94272e-14 threshold=1.0000000180025095e-35 219.50000000000003 56.000000000000007 16.500000000000004 84.811713194020484 4433.0000000000009 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075006964907606388 -0.075002314643593124 -0.0750005359873748 -0.075001475848710752 -0.075000607910291492 -0.075001078301039872 -0.075001834638677656 leaf_weight=0.026558590005151927 0.0010588010582068819 0.0012705650400448576 0.0036423919875687716 0.001606526869537106 0.0016961401769890472 0.0011609994467391971 leaf_count=16 97 216 229 298 222 134 internal_value=0.032692 -0.0750013 -0.0750017 -0.075001 -0.0750011 -0.0750014 internal_weight=0.036994 0.0104354 0.00470119 0.00573423 0.0041277 0.00285714 internal_count=1212 1196 326 870 572 356 is_linear=0 shrinkage=0.1 Tree=485 num_leaves=7 num_cat=0 split_feature=7 7 7 9 8 0 split_gain=0.162118 0.368162 0.27814 0.542834 0.31777 0.577202 threshold=83.63472603049955 79.447232184458983 76.620775124742622 5.5264340528038938 6.7263909492949656 18.636041000000002 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=0.0017781129395671336 0.043517289217645673 -0.055209281157499936 -0.079887176953246403 0.062407347082876402 -0.054865097658730988 0.032269428628408273 leaf_weight=38.133048985298956 0.84383905865251918 1.2068369035841886 0.3230358902364957 1.5763564976805355 2.5714808994816845 1.0793257949408142 leaf_count=721 12 117 5 150 167 40 internal_value=9.21053e-05 -0.000724197 0.000781062 0.0382069 -0.000920223 -0.0291046 internal_weight=45.7339 44.8901 43.6832 1.89939 41.7839 3.65081 internal_count=1212 1200 1083 155 928 207 is_linear=0 shrinkage=0.1 Tree=486 num_leaves=7 num_cat=0 split_feature=20 20 21 21 20 21 split_gain=0.185446 0.585746 0.298632 0.303338 0.359541 0.665582 threshold=0.090231592850000014 0.15581312665000005 0.077853006800000013 0.16093797035000004 0.70258524785000009 0.32816394200000004 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=0.053353135139412533 -0.091319508107173306 0.066775847607554992 -0.039675116733571207 -0.051994319692007275 0.028107206984184688 0.0020759053853723424 leaf_weight=0.63439942498735036 0.70708904042840004 0.66889505088329315 1.8880385905504224 2.4856779761612415 4.420026682317256 27.06476541294251 leaf_count=19 6 2 8 9 18 1150 internal_value=-0.000258486 -0.00117192 0.000573138 -0.00066179 0.00150652 -0.00247229 internal_weight=37.8689 37.2345 36.5274 35.8585 33.9705 29.5504 internal_count=1212 1193 1187 1185 1177 1159 is_linear=0 shrinkage=0.1 Tree=487 num_leaves=7 num_cat=0 split_feature=0 0 7 0 0 0 split_gain=0.145713 0.396466 0.523612 0.390007 0.643768 0.421203 threshold=45.141901000000011 23.872839500000005 81.18975582857793 10.015603000000002 7.6228285000000016 0.16056050000000002 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=-0.0033140535023127218 0.036260491090687984 -0.078169954760461235 0.039106482506114142 0.040280997685549616 -0.062868612378821451 0.02327645647284236 leaf_weight=33.836377430289531 1.0885910021606822 1.3684813606087105 0.52743365988135349 2.4092454269994041 1.6217835658462707 7.2300547745549002 leaf_count=556 24 90 6 50 33 453 internal_value=9.08201e-05 -0.000747042 -0.0455443 0.00113625 -0.00107301 0.00136741 internal_weight=48.082 46.9934 1.89592 45.0975 42.6882 41.0664 internal_count=1212 1188 96 1092 1042 1009 is_linear=0 shrinkage=0.1 Tree=488 num_leaves=7 num_cat=0 split_feature=19 3 4 5 21 5 split_gain=0.0155687 1.08521e-13 2.8832e-14 2.60373e-14 2.10513e-14 1.76001e-14 threshold=1.0000000180025095e-35 3.5000000000000004 164.50000000000003 163.00000000000003 0.62272809245000016 4118.5000000000009 decision_type=8 10 8 8 8 10 left_child=-1 2 -2 -4 -5 -3 right_child=1 5 3 4 -6 -7 leaf_value=0.075006568215518668 -0.075001827125159085 -0.07500062230701654 -0.075000925363942136 -0.075001217131312803 -0.075001789407023733 -0.075001031237048779 leaf_weight=0.024553335679229349 0.0017405649705324322 0.0022278961796615704 0.0010982804158174986 0.001268942557999253 0.001302660233250208 0.0019948048952045383 leaf_count=16 183 486 96 54 104 273 internal_value=0.032737 -0.0750012 -0.0750015 -0.0750013 -0.0750015 -0.0750008 internal_weight=0.0341865 0.00963315 0.00541045 0.00366988 0.0025716 0.0042227 internal_count=1212 1196 437 254 158 759 is_linear=0 shrinkage=0.1 Tree=489 num_leaves=7 num_cat=0 split_feature=21 0 0 0 0 0 split_gain=0.160865 0.166595 1.03109 0.983686 1.60346 0.900153 threshold=0.11311668870000001 0.068115000000000023 0.058236500000000004 0.16056050000000002 0.19793400000000003 0.048128000000000004 decision_type=8 10 10 10 8 10 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=0.039989177433270261 -0.0064894285858316074 0.06097145750585229 -0.079376175827536033 -0.1274314176176464 0.0051584462148749795 0.060040738764982532 leaf_weight=0.99647103931056336 22.207919804961428 2.8230298027046983 1.7728664074093092 0.97394425194943046 14.362126663989329 2.2386661511845878 leaf_count=22 360 119 20 71 584 36 internal_value=0.000253853 -0.00063836 -0.0057373 0.00672387 -0.00326191 -0.00039701 internal_weight=45.375 44.3786 26.2195 18.1591 15.3361 24.4466 internal_count=1212 1190 416 774 655 396 is_linear=0 shrinkage=0.1 Tree=490 num_leaves=7 num_cat=0 split_feature=0 4 3 6 4 8 split_gain=0.178614 0.32009 0.421174 0.48674 0.215585 0.652721 threshold=60.179807500000003 56582.000000000007 54.500000000000007 125.25498420013805 6106.0000000000009 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=0.0039852728708718432 0.049975724918655637 -0.066441965984596618 0.076486683215261586 -0.063216493354999403 0.026585299183632269 -0.038509503111060578 leaf_weight=27.062197303894212 0.69257796579040487 0.7388006824767207 0.70676662203186325 1.2324426988343464 2.9511939182120832 4.1717739884006724 leaf_count=403 12 34 45 73 203 442 internal_value=-0.000337421 -0.00128269 4.99164e-05 -0.0014754 0.000750491 -0.00169055 internal_weight=37.5558 36.8632 36.1244 35.4176 34.1852 31.234 internal_count=1212 1200 1166 1121 1048 845 is_linear=0 shrinkage=0.1 Tree=491 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.155206 1.08943 0.777978 0.852894 2.13567 0.791366 threshold=0.04603150000000001 0.055514500000000008 0.037647000000000007 0.033085500000000004 0.029641000000000004 163.00000000000003 decision_type=8 8 10 10 8 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.034325829001217896 -0.080746916669462751 0.00072052824777298758 0.06581343493318921 -0.083216137292039985 0.17863058171218363 0.035131783342273674 leaf_weight=4.1821212417435145 1.7218040451989498 35.176061881938494 2.0608488292937173 1.138341256051717 0.68046135929762375 2.6989731037782576 leaf_count=79 37 889 23 25 10 149 internal_value=7.20221e-07 -0.00308107 0.010568 -0.00251867 0.00962979 -0.00708245 internal_weight=47.6586 36.8979 10.7607 8.6999 7.56156 6.88109 internal_count=1212 926 286 263 238 228 is_linear=0 shrinkage=0.1 Tree=492 num_leaves=7 num_cat=0 split_feature=19 3 4 5 21 5 split_gain=0.0145501 8.65219e-14 2.59137e-14 2.09073e-14 1.68598e-14 1.44698e-14 threshold=1.0000000180025095e-35 3.5000000000000004 164.50000000000003 163.00000000000003 0.62272809245000016 3098.5000000000005 decision_type=8 10 8 8 8 10 left_child=-1 2 -2 -4 -5 -3 right_child=1 5 3 4 -6 -7 leaf_value=0.075006328182073326 -0.075001719169579706 -0.07500054037539311 -0.075000851111775124 -0.075001125063578422 -0.075001657976387581 -0.075000929364178834 leaf_weight=0.023656759760342538 0.0016170274359410541 0.0016832015647594289 0.0010087946784551605 0.0011741215553229267 0.0012008119947495288 0.0022142790862460515 leaf_count=16 183 403 96 54 104 356 internal_value=0.0340049 -0.0750011 -0.0750014 -0.0750012 -0.0750014 -0.0750008 internal_weight=0.032555 0.00889824 0.00500076 0.00338373 0.00237493 0.00389748 internal_count=1212 1196 437 254 158 759 is_linear=0 shrinkage=0.1 Tree=493 num_leaves=7 num_cat=0 split_feature=4 5 4 3 5 6 split_gain=0.173011 0.56861 0.387828 1.15018 0.802391 0.201461 threshold=115.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 76.000000000000014 83.534692932856203 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=0.014585440891716601 0.053593934640431662 -0.050079892342255398 -0.08128792797386919 0.073025672217631385 0.013486711650669399 -0.0035561137574141931 leaf_weight=2.8343496285378924 1.4356235878076393 2.6137386374175549 1.6394706666469563 1.6247085686773051 9.5649384480202553 25.235094220079191 leaf_count=39 45 29 17 51 257 774 internal_value=0.000267469 -0.016438 0.0025716 0.000647247 0.00433513 0.00112818 internal_weight=44.9479 5.44809 39.4998 38.0642 36.4247 34.8 internal_count=1212 68 1144 1099 1082 1031 is_linear=0 shrinkage=0.1 Tree=494 num_leaves=7 num_cat=0 split_feature=5 0 5 0 0 0 split_gain=0.172192 0.231953 0.616358 0.250093 0.619983 0.733104 threshold=59.000000000000007 0.0041515000000000015 108.50000000000001 0.04603150000000001 0.082789500000000002 2.7156310000000006 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075643566151717995 0.029500046804944675 -0.078563517441692557 -0.045689987517592588 0.059718583041378719 -0.076757526637699677 0.0019618422981002226 leaf_weight=0.30091351745067996 2.5353869103018942 1.0161797576583911 1.1327541276987165 1.7661719708739827 1.2328996831765859 29.25835385650862 leaf_count=120 28 101 149 28 392 394 internal_value=-0.000303928 0.00030976 -0.00184126 0.000493669 0.00211546 -0.00122114 internal_weight=37.2427 36.9417 34.4064 33.3902 32.2574 30.4913 internal_count=1212 1092 1064 963 814 786 is_linear=0 shrinkage=0.1 Tree=495 num_leaves=7 num_cat=0 split_feature=4 0 4 3 5 0 split_gain=0.164967 1.03482 0.953041 1.1928 1.12328 0.533562 threshold=115.00000000000001 0.041996000000000006 149.00000000000003 1.0000000180025095e-35 76.000000000000014 0.033085500000000004 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=-0.019945747925237567 -0.085144907172853612 0.067655403652902651 0.081797819837514787 -0.081797171766882004 0.047797457548845818 -0.0024473402044772959 leaf_weight=3.2743300981819621 1.3406005304568669 2.2927081435918808 1.7299085222184647 1.731462700292467 2.2505895159384854 34.697417040774781 leaf_count=42 45 26 17 51 156 875 internal_value=-3.82549e-05 0.0161316 -0.00219438 0.000557546 -0.00307586 0.000613188 internal_weight=47.317 5.56704 41.75 40.4094 38.6795 36.948 internal_count=1212 68 1144 1099 1082 1031 is_linear=0 shrinkage=0.1 Tree=496 num_leaves=7 num_cat=0 split_feature=19 3 3 5 2 20 split_gain=0.0134418 7.02754e-14 1.71417e-14 1.22857e-14 4.77222e-15 3.74223e-15 threshold=1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 4118.5000000000009 1.5000000000000002 0.34650010530000003 decision_type=8 10 10 10 10 10 left_child=-1 2 5 -3 -4 -2 right_child=1 3 4 -5 -6 -7 leaf_value=0.075005986621911505 -0.07500097627174579 -0.075000527689927321 -0.075001640172473572 -0.075000897700469416 -0.07500135047424461 -0.075001231209638017 leaf_weight=0.022076579072745517 0.0011870212792928214 0.0019036100749900697 0.0010721100563841901 0.001697707406847826 0.0012108488897411007 0.0011182534076397133 leaf_count=16 95 486 120 273 170 52 internal_value=0.0344164 -0.075001 -0.0750013 -0.0750007 -0.0750015 -0.0750011 internal_weight=0.0302661 0.00818955 0.00458823 0.00360132 0.00228296 0.00230527 internal_count=1212 1196 437 759 290 147 is_linear=0 shrinkage=0.1 Tree=497 num_leaves=7 num_cat=0 split_feature=0 4 4 5 4 0 split_gain=0.157744 1.59461 1.2328 0.502009 0.673106 0.523466 threshold=3.9500000000000005e-05 163.00000000000003 109.00000000000001 59.000000000000007 126.00000000000001 0.29033550000000002 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=0.081308237052773749 -0.1076821211549841 -0.082656563813739148 0.089344440687683102 -0.046805946577047348 0.0027168348013365613 -0.011299676383807213 leaf_weight=1.6992616606876247 1.0608885288238514 0.91119009256362904 1.2765050530433648 2.9743865951895705 35.52021362465166 0.86832448095083226 leaf_count=58 2 5 33 32 1059 23 internal_value=0.000228608 0.0240756 -0.00126422 0.00151381 -0.00110967 0.0485991 internal_weight=44.3108 2.61045 41.7003 40.6394 38.4946 2.14483 internal_count=1212 63 1149 1147 1091 56 is_linear=0 shrinkage=0.1 Tree=498 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 19 split_gain=0.164848 0.311639 0.424256 0.54488 0.624115 0.759387 threshold=0.077853006800000013 0.83003775260000012 0.63319291535000011 0.51159595590000018 0.41494021885000004 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=0.0461953546736368 -0.0011134400042649441 -0.03356906701911453 0.029926433075368877 -0.052434981018974869 0.046082301379298272 -0.099034745369101826 leaf_weight=0.7431862929242925 23.262406414658482 2.7771586775779715 4.4805858880281439 2.081211991608142 2.7205613404512397 0.81988335028290649 leaf_count=19 1141 11 14 12 9 6 internal_value=-0.000424664 -0.00138331 0.00129572 -0.00314557 0.0006817 -0.00444718 internal_weight=36.885 36.1418 33.3646 28.8841 26.8029 24.0823 internal_count=1212 1193 1182 1168 1156 1147 is_linear=0 shrinkage=0.1 Tree=499 num_leaves=7 num_cat=0 split_feature=4 5 4 4 5 0 split_gain=0.171756 0.272215 1.97594 0.405984 0.585825 0.478006 threshold=109.00000000000001 63.000000000000007 163.00000000000003 115.00000000000001 76.000000000000014 0.033085500000000004 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.029867824467885429 -0.084837384573623414 0.038031030940633134 0.053245916389368889 -0.081668027540922478 0.045052042866940312 -0.0023290374242906637 leaf_weight=1.8607126548886288 2.4033354744315139 2.8120923414826384 1.8219175077974794 0.88685737937157583 2.2682600709907765 34.7391530604325 leaf_count=19 74 29 29 28 156 877 internal_value=9.6004e-05 -0.00113691 -0.0252962 0.00137079 -0.00134973 0.000575046 internal_weight=46.7923 44.9316 4.22525 40.7064 37.8943 37.0074 internal_count=1212 1193 103 1090 1061 1033 is_linear=0 shrinkage=0.1 Tree=500 num_leaves=6 num_cat=0 split_feature=19 3 4 5 5 split_gain=0.0124868 5.62727e-14 1.83282e-14 1.20375e-14 9.7691e-15 threshold=1.0000000180025095e-35 3.5000000000000004 164.50000000000003 503.50000000000006 4118.5000000000009 decision_type=8 10 8 8 10 left_child=-1 2 -2 -4 -3 right_child=1 4 3 -5 -6 leaf_value=0.075005770084187226 -0.075001502313200186 -0.075000489870979903 -0.075000791141773882 -0.075001215444739491 -0.075000832344723989 leaf_weight=0.020860383112449199 0.0013630873304464322 0.0017669874537773467 0.0010687484817708537 0.001785857701634086 0.0015756506853534802 leaf_count=16 183 486 152 102 273 internal_value=0.0351018 -0.075001 -0.0750012 -0.0750011 -0.0750007 internal_weight=0.0284207 0.00756033 0.00421769 0.00285461 0.00334264 internal_count=1212 1196 437 254 759 is_linear=0 shrinkage=0.1 Tree=501 num_leaves=7 num_cat=0 split_feature=15 10 2 4 0 7 split_gain=0.158215 0.196051 0.185201 0.961071 0.64931 1.57043 threshold=4.5000000000000009 50.000000000000007 3.5000000000000004 219.50000000000003 4.6811795000000016 73.338663815671964 decision_type=10 10 10 10 8 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0030975140670107312 -0.052710670178360279 0.075342283485738917 0.031935264147710876 -0.054920877393436686 -0.076958175443679958 0.026754162998134847 leaf_weight=26.315021223854277 0.97517275547579518 0.1362681959872134 6.9975445700983956 3.2025909377261987 2.3489484200254092 3.857995216967538 leaf_count=327 116 74 474 37 71 113 internal_value=0.000237304 -0.0370107 0.00120633 -0.00319734 0.0110504 -0.0124946 internal_weight=43.8335 1.11144 42.7221 29.5176 13.2045 6.20694 internal_count=1212 190 1022 364 658 184 is_linear=0 shrinkage=0.1 Tree=502 num_leaves=7 num_cat=0 split_feature=20 20 21 21 21 20 split_gain=0.15377 0.537975 0.248286 0.265403 0.314436 1.08856 threshold=0.090231592850000014 0.15581312665000005 0.077853006800000013 0.16093797035000004 0.30468621685000002 0.59289009450000008 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=0.049271214335785171 -0.090696773054629309 0.061649122642425717 -0.037481706901903618 0.030759389524972397 0.006011407699670587 -0.04855178405890001 leaf_weight=0.61408443236541643 0.65928687900304794 0.65121002495288849 1.8544435575604437 3.2839995138347149 25.368450357040278 4.2721550911664954 leaf_count=19 6 2 8 12 1144 21 internal_value=-0.000348917 -0.00119323 0.000472251 -0.000673237 0.00139996 -0.00185289 internal_weight=36.7036 36.0895 35.4303 34.779 32.9246 29.6406 internal_count=1212 1193 1187 1185 1177 1165 is_linear=0 shrinkage=0.1 Tree=503 num_leaves=7 num_cat=0 split_feature=5 6 4 4 9 6 split_gain=0.141634 0.313531 0.220118 0.918965 0.633912 0.596331 threshold=4795.5000000000009 84.083940775398517 1000.5000000000001 1216.5000000000002 6.3944237114723839 83.606731808374121 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=-0.0031869157259984977 0.056662747315070275 -0.051393282243327731 0.079794706515484204 -0.0078111559561081928 -0.063271152968100638 0.038462442946320397 leaf_weight=33.647219585415769 0.33903136197477479 1.2911788846483885 1.7458117628793832 3.811616319915629 1.5965846481267352 3.8289221301674834 leaf_count=394 10 244 24 453 46 41 internal_value=3.04154e-05 -0.0289211 0.00108793 0.0197094 -0.00156065 0.00106838 internal_weight=46.2604 1.63021 44.6302 5.55743 39.0727 37.4761 internal_count=1212 254 958 477 481 435 is_linear=0 shrinkage=0.1 Tree=504 num_leaves=6 num_cat=0 split_feature=20 3 4 4 5 split_gain=0.0114491 4.42476e-14 1.38513e-14 8.88352e-15 8.30521e-15 threshold=1.0000000180025095e-35 3.5000000000000004 164.50000000000003 2418.0000000000005 4118.5000000000009 decision_type=8 10 8 8 10 left_child=-1 2 -2 -4 -3 right_child=1 4 3 -5 -6 leaf_value=0.075005246766289224 -0.075001386481144183 -0.075000450022380455 -0.075000758428299785 -0.075001132443188998 -0.075000779471907475 leaf_weight=0.018765235145110637 0.0012601657786035494 0.0016133568790905883 0.001053857349234022 0.001597929774561635 0.0014555560849061067 leaf_count=16 183 486 168 86 273 internal_value=0.0343322 -0.0750009 -0.0750011 -0.075001 -0.0750006 internal_weight=0.0257461 0.00698087 0.00391195 0.00265179 0.00306891 internal_count=1212 1196 437 254 759 is_linear=0 shrinkage=0.1 Tree=505 num_leaves=7 num_cat=0 split_feature=21 20 20 21 20 4 split_gain=0.167247 0.16416 0.37409 0.24401 0.476705 0.262732 threshold=0.11311668870000001 0.48408422815000002 0.31576698785000007 0.85846023185000009 0.12034484320000001 255390.00000000003 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=0.041246418661781165 -0.00043691248586737343 -0.015363880753737708 0.064426588154610331 0.049816656293130396 -0.057511331593841378 0.046844027535339811 leaf_weight=0.97136553430755157 31.29892039373226 6.4838314782828084 0.93276181444525619 0.96600082889199157 1.4372798204421986 1.2211322486400593 leaf_count=22 1106 43 8 8 11 14 internal_value=0.00022013 -0.000721098 0.00192675 0.000257447 -0.00115239 0.00133849 internal_weight=43.3113 42.3399 35.8561 34.9233 33.9573 32.5201 internal_count=1212 1190 1147 1139 1131 1120 is_linear=0 shrinkage=0.1 Tree=506 num_leaves=7 num_cat=0 split_feature=0 4 3 3 5 4 split_gain=0.164271 0.283582 0.385242 0.445126 0.369967 0.374879 threshold=60.179807500000003 56582.000000000007 54.500000000000007 14.500000000000002 10692.000000000002 6106.0000000000009 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=-0.0033461380040431688 0.049069304548898629 -0.064194929568014092 0.076388534999933227 -0.050374691614612971 0.073710941612124742 0.037928762574268041 leaf_weight=29.551860560661229 0.66304127126932044 0.69983913144096632 0.6495567672100141 1.757213289340142 0.69053120721946371 2.377519812929676 leaf_count=846 12 34 45 110 9 156 internal_value=-0.000250073 -0.00116538 9.39598e-05 -0.00134763 0.00129343 -0.000272734 internal_weight=36.3896 35.7265 35.0267 34.3771 32.6199 31.9294 internal_count=1212 1200 1166 1121 1011 1002 is_linear=0 shrinkage=0.1 Tree=507 num_leaves=7 num_cat=0 split_feature=0 0 7 0 0 0 split_gain=0.140113 0.326497 0.486579 0.304225 0.531237 0.301596 threshold=45.141901000000011 23.872839500000005 81.18975582857793 10.015603000000002 7.6228285000000016 0.16056050000000002 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=-0.002890888028117107 0.035948897007719971 -0.077836272461937167 0.038140903965079839 0.036944390497632089 -0.058185083813748519 0.020182006860578659 leaf_weight=32.250510451443517 1.0574101754464198 1.2192879202193567 0.51435211487114441 2.213230872177518 1.5687772774836037 6.8725497533705484 leaf_count=556 24 90 6 50 33 453 internal_value=-2.88423e-05 -0.00088109 -0.0434271 0.000838042 -0.00112578 0.00116221 internal_weight=45.6961 44.6387 1.73364 42.9051 40.6918 39.1231 internal_count=1212 1188 96 1092 1042 1009 is_linear=0 shrinkage=0.1 Tree=508 num_leaves=6 num_cat=0 split_feature=19 3 4 5 19 split_gain=0.0106862 3.59838e-14 1.07614e-14 6.33261e-15 1.7499e-15 threshold=1.0000000180025095e-35 3.5000000000000004 164.50000000000003 4118.5000000000009 0.76803983445000001 decision_type=8 10 8 10 8 left_child=-1 2 -2 -3 -4 right_child=1 3 4 -5 -6 leaf_value=0.075005059083667835 -0.075001282769640173 -0.075000414606372037 -0.075001001395720079 -0.07500071532828001 -0.075000832534919529 leaf_weight=0.018113656406057999 0.0011683929324135525 0.0014873394791408145 0.0011876317016685789 0.0013231762300733863 0.0012700710090030043 leaf_count=16 183 486 66 273 188 internal_value=0.0356764 -0.0750008 -0.075001 -0.0750006 -0.0750009 internal_weight=0.0245503 0.00643661 0.0036261 0.00281052 0.0024577 internal_count=1212 1196 437 759 254 is_linear=0 shrinkage=0.1 Tree=509 num_leaves=7 num_cat=0 split_feature=0 0 0 7 6 6 split_gain=0.151763 0.336163 0.415232 0.381614 0.251311 0.3075 threshold=40.875559000000003 30.036528000000001 20.176897000000004 74.366900858411057 127.92300050050058 126.01722756410258 decision_type=10 10 10 8 10 10 left_child=1 2 4 -3 5 -1 right_child=-2 3 -4 -5 -6 -7 leaf_value=0.00188390048568182 -0.030588567156267107 0.083128801305892008 -0.05168914191381211 -0.013188816438549645 0.054730687710103476 -0.054194859332120975 leaf_weight=36.396593076155114 1.5333726834505785 1.0330419731326388 1.5195017508231092 0.68352743797004234 0.870465237647294 1.0047902487858653 leaf_count=1024 33 42 23 25 12 53 internal_value=0.000305973 0.00144727 -0.000421888 0.0447757 0.00161357 0.000377341 internal_weight=43.0413 41.5079 39.7914 1.71657 38.2718 37.4014 internal_count=1212 1179 1112 67 1089 1077 is_linear=0 shrinkage=0.1 Tree=510 num_leaves=7 num_cat=0 split_feature=0 4 5 6 4 2 split_gain=0.153708 0.246866 0.282927 0.33356 0.291173 0.767225 threshold=60.179807500000003 56582.000000000007 10692.000000000002 125.25498420013805 6106.0000000000009 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=0.0017521210500232806 0.047999309080218266 -0.061941841778869501 0.037861685856792983 -0.060915069194988992 0.032218322057402979 -0.055720192241087402 leaf_weight=26.920723239803927 0.64825689909048279 0.65537856623995949 1.8684118504606875 0.93809294060338189 2.5185714865947366 2.5421035040581037 leaf_count=457 12 34 99 61 177 372 internal_value=-0.000255357 -0.00113793 7.56709e-06 -0.00214092 -0.000416929 -0.00320669 internal_weight=36.0915 35.4433 34.7879 32.9195 31.9814 29.4628 internal_count=1212 1200 1166 1067 1006 829 is_linear=0 shrinkage=0.1 Tree=511 num_leaves=7 num_cat=0 split_feature=4 4 4 4 9 8 split_gain=0.147482 0.277892 0.275553 0.746355 0.59824 0.560344 threshold=23996.500000000004 2155.5000000000005 1000.5000000000001 1216.5000000000002 6.3944237114723839 5.2927476730057128 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=-0.0022579600858011707 0.036920999656582125 -0.03694997633516095 0.079119907988921434 -0.012735663784644448 -0.061717005450220574 0.049052257106280334 leaf_weight=34.896639108020281 1.0508452289113837 2.0489868686057653 1.5657488317596056 2.0332864662161683 1.5926115954708837 2.2666120473295441 leaf_count=405 80 422 27 180 66 32 internal_value=-0.00010624 -0.000982512 0.000757472 0.0272258 -0.00170049 0.000871485 internal_weight=45.4547 44.4039 42.3549 3.59904 38.7559 37.1633 internal_count=1212 1132 710 207 503 437 is_linear=0 shrinkage=0.1 Tree=512 num_leaves=6 num_cat=0 split_feature=19 3 4 5 19 split_gain=0.00985439 2.86251e-14 8.67297e-15 5.15972e-15 1.30625e-15 threshold=1.0000000180025095e-35 3.5000000000000004 164.50000000000003 4118.5000000000009 0.76803983445000001 decision_type=8 10 8 10 8 left_child=-1 2 -2 -3 -4 right_child=1 3 4 -5 -6 leaf_value=0.075004691341075166 -0.07500119362871209 -0.075000384901389661 -0.075000928147628931 -0.075000668381729182 -0.075000776545190689 leaf_weight=0.01668773329583928 0.0010835658310952559 0.0013697159741923315 0.0011011108633738331 0.0012085902165495099 0.0011746613681680174 leaf_count=16 183 486 66 273 188 internal_value=0.0356383 -0.0750008 -0.075001 -0.0750005 -0.0750008 internal_weight=0.0226254 0.00593764 0.00335934 0.00257831 0.00227577 internal_count=1212 1196 437 759 254 is_linear=0 shrinkage=0.1 Tree=513 num_leaves=7 num_cat=0 split_feature=7 7 4 7 9 8 split_gain=0.152515 0.268388 0.235014 0.21516 0.464167 0.24043 threshold=83.63472603049955 79.447232184458983 1216.5000000000002 76.620775124742622 6.049001889834237 6.7263909492949656 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=0.0015812987180423483 0.043184471558836313 -0.077591504567257635 0.034161409500311012 -0.079491529266181873 0.059604486196376399 -0.027227427356460172 leaf_weight=35.898255479303771 0.81443368690088291 0.7860146528109897 0.24741501465905458 0.28962007723748584 1.3976926443137925 3.1512532781343898 leaf_count=721 12 11 106 5 150 207 internal_value=0.000326094 -0.000509555 -0.0508366 0.000767162 0.0357292 -0.000743534 internal_weight=42.5847 41.7703 1.03343 40.7368 1.68731 39.0495 internal_count=1212 1200 117 1083 155 928 is_linear=0 shrinkage=0.1 Tree=514 num_leaves=7 num_cat=0 split_feature=5 0 3 0 0 0 split_gain=0.149817 0.225494 0.586969 0.230448 0.511202 0.649947 threshold=59.000000000000007 0.0041515000000000015 1.5000000000000002 0.04603150000000001 0.082789500000000002 2.7156310000000006 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.0756192376336145 0.029907541535558253 -0.078489857347160588 -0.044609957119892608 0.055794813351999373 -0.07662272259771738 0.0018943915072833625 leaf_weight=0.26210644969250907 2.3928079980250905 0.97079562093131144 1.0969118569773844 1.6729719137765666 1.0951684516567208 28.226756825693883 leaf_count=120 28 102 149 30 389 394 internal_value=-0.000293615 0.000263235 -0.00188218 0.000435242 0.0020294 -0.00103821 internal_weight=35.7175 35.4554 33.0626 32.0918 30.9949 29.3219 internal_count=1212 1092 1064 962 813 783 is_linear=0 shrinkage=0.1 Tree=515 num_leaves=7 num_cat=0 split_feature=4 0 0 4 3 0 split_gain=0.145638 0.290585 2.36511 1.23054 1.24084 0.704442 threshold=109.00000000000001 0.030394000000000001 0.033085500000000004 163.00000000000003 2.5000000000000004 0.037647000000000007 decision_type=8 8 8 10 8 8 left_child=-1 3 -3 -2 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.02798976287727601 -0.081313076786706295 0.19768543718082343 -0.081536929089776569 0.071401867098878455 -0.084451462422046902 0.00074402141748950465 leaf_weight=1.773901056498288 2.0951889762454803 0.60518592364678525 1.070543192296326 1.6640599034726622 0.7371202127815194 37.089938853668855 leaf_count=19 64 5 25 11 139 949 internal_value=-9.33863e-05 -0.0012449 0.0015463 -0.0253093 0.0235576 -0.00156426 internal_weight=45.0359 43.262 38.7657 4.49637 2.40118 38.1605 internal_count=1212 1193 979 214 150 974 is_linear=0 shrinkage=0.1 Tree=516 num_leaves=5 num_cat=0 split_feature=19 3 3 5 split_gain=0.00910627 2.26095e-14 5.66322e-15 4.31773e-15 threshold=1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 4118.5000000000009 decision_type=8 10 10 10 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=0.075004429080661711 -0.075000752590467762 -0.075000349980858749 -0.075001023128161204 -0.0750006198861011 leaf_weight=0.015524826711043715 0.0015551621834219978 0.0012575607029816638 0.0015399497086718839 0.0011211867207521209 leaf_count=16 147 486 290 273 internal_value=0.0359016 -0.0750007 -0.0750009 -0.0750005 internal_weight=0.0209987 0.00547386 0.00309511 0.00237875 internal_count=1212 1196 437 759 is_linear=0 shrinkage=0.1 Tree=517 num_leaves=7 num_cat=0 split_feature=10 13 2 4 2 0 split_gain=0.160687 0.287128 0.218344 0.804142 0.659021 1.07463 threshold=30.500000000000004 49191.500000000007 3.5000000000000004 219.50000000000003 1.5000000000000002 20.176897000000004 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=-0.0039950602138245986 0.042783107922956594 -0.072529813235837112 0.012494068634364492 -0.053340923521105234 0.096727673351783797 -0.017575689363617916 leaf_weight=22.685814266325913 0.30602081710821838 0.73350923467660323 12.119868425623279 2.9107204582542172 1.7757269050925963 1.5322341583669183 leaf_count=252 109 101 638 37 51 24 internal_value=0.000243864 -0.0385836 0.00122772 -0.00349634 0.00208514 0.0437828 internal_weight=42.0639 1.03953 41.0244 28.9045 25.9938 3.30796 internal_count=1212 210 1002 364 327 75 is_linear=0 shrinkage=0.1 Tree=518 num_leaves=7 num_cat=0 split_feature=10 10 10 13 0 0 split_gain=0.153192 0.637403 0.241604 0.356015 0.129773 0.388807 threshold=30.500000000000004 35.000000000000007 13.500000000000002 27019.000000000004 0.00019500000000000002 0.0019160000000000004 decision_type=10 8 10 8 8 8 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.046302966738412027 0.06858857674562252 -0.075430937065673581 0.023767830984170998 -0.078100119507587634 0.058917287985180547 -0.0012347968160336743 leaf_weight=0.59380126371979614 1.151311100040401 0.41919783523735543 0.53766687074676156 0.94795407672063337 1.1137692840857223 30.528196578874486 leaf_count=68 74 136 36 174 13 711 internal_value=-0.00038197 0.0301471 -0.0018038 -0.0412327 1.33202e-05 0.000882504 internal_weight=35.2919 1.57051 33.7214 1.48562 32.2358 31.642 internal_count=1212 210 1002 210 792 724 is_linear=0 shrinkage=0.1 Tree=519 num_leaves=7 num_cat=0 split_feature=9 9 9 10 7 9 split_gain=0.134151 0.273818 0.269051 0.281641 0.262425 0.252721 threshold=7.8397116616035101 7.5456810564319428 7.9966239479282715 35.000000000000007 77.281931130889689 6.8373885319870018 decision_type=10 10 10 10 8 10 left_child=1 5 3 -2 -3 -1 right_child=2 4 -4 -5 -6 -7 leaf_value=0.0011759237659636607 -0.076315309405974849 0.066461362890822648 0.052834857890231679 0.053254137647815163 -0.028306391384384288 -0.037167409179956326 leaf_weight=39.829215084216685 0.92032986879280432 1.1516950874629388 0.30761294970864117 0.20515784958843142 0.39154318868531857 1.7964756083674718 leaf_count=637 281 35 34 36 111 78 internal_value=5.53508e-05 0.0010546 -0.0300447 -0.0526969 0.0424173 -0.000478892 internal_weight=44.602 43.1689 1.4331 1.12549 1.54324 41.6257 internal_count=1212 861 351 317 146 715 is_linear=0 shrinkage=0.1 Tree=520 num_leaves=5 num_cat=0 split_feature=19 3 3 5 split_gain=0.00843529 1.82077e-14 4.48534e-15 3.48875e-15 threshold=1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 4118.5000000000009 decision_type=8 10 10 10 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=0.075004186835893771 -0.075000698277790157 -0.075000318990037201 -0.075000948692347219 -0.075000572999615461 leaf_weight=0.014698288490762934 0.0014439647129620417 0.0011515782627498083 0.0014173639860928233 0.0010193308394335077 leaf_count=16 147 486 290 273 internal_value=0.0367457 -0.0750007 -0.0750008 -0.0750004 internal_weight=0.0197305 0.00503224 0.00286133 0.00217091 internal_count=1212 1196 437 759 is_linear=0 shrinkage=0.1 Tree=521 num_leaves=7 num_cat=0 split_feature=0 4 4 5 4 0 split_gain=0.152737 1.34179 1.0579 0.432669 0.559645 0.397608 threshold=3.9500000000000005e-05 149.00000000000003 109.00000000000001 59.000000000000007 126.00000000000001 0.085697500000000024 decision_type=8 8 8 8 8 8 left_child=1 -1 -2 5 -5 -4 right_child=2 -3 3 4 -6 -7 leaf_value=0.081010697387204442 -0.10305711764809199 -0.081334207797471636 0.087054529129550084 -0.042535016375420301 0.0026979571485279182 -0.0063826421250939682 leaf_weight=1.4888505148701363 0.99433761835098167 0.77365389466285694 1.0968319885432707 2.9779974091798058 33.560468817187939 0.77879049070179474 leaf_count=58 2 5 33 32 1059 23 internal_value=0.000230466 0.0254975 -0.00122016 0.00141586 -0.000988669 0.0482578 internal_weight=41.6709 2.2625 39.4084 38.4141 36.5385 1.87562 internal_count=1212 63 1149 1147 1091 56 is_linear=0 shrinkage=0.1 Tree=522 num_leaves=7 num_cat=0 split_feature=20 20 21 19 19 19 split_gain=0.142237 0.483218 0.237645 0.779461 0.803952 0.704302 threshold=0.090231592850000014 0.15581312665000005 0.53514027195000013 0.2809201300000001 0.32262458390000009 0.98495817490000015 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.047542016804048043 -0.08907872022860136 -0.099701570206876866 0.015335197320295669 0.090256350418224662 -0.007278333623860613 0.10926905279381627 leaf_weight=0.60877216232711362 0.61481029167771339 0.82927868142724037 8.0796649008989316 0.9264022558927536 23.350242192016605 0.53028154373168845 leaf_count=19 6 8 33 3 1142 1 internal_value=-0.000371935 -0.00122157 0.000380505 -0.00433271 -0.00114459 -0.00469033 internal_weight=34.9395 34.3307 33.7159 25.6362 24.8069 23.8805 internal_count=1212 1193 1187 1154 1146 1143 is_linear=0 shrinkage=0.1 Tree=523 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.124531 1.54929 0.920134 1.20742 0.940985 0.908302 threshold=0.04603150000000001 0.041996000000000006 0.059867500000000004 0.068115000000000023 0.10875250000000002 163.00000000000003 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=-0.024035830017404516 -0.064488711351660469 0.15111289035900174 0.1056803273944481 -0.082810010762030761 0.0017112815702931699 0.043720864985050317 leaf_weight=5.8993779219163081 2.25555826433117 0.72099900263856476 1.0768998106177594 1.3779517011797704 29.874341096682201 2.97675691450155 leaf_count=112 50 5 14 61 801 169 internal_value=6.03523e-05 0.0101387 -0.00273634 0.00157203 -0.00201537 -0.00131251 internal_weight=44.1819 9.59713 34.5848 32.3292 31.2523 8.87613 internal_count=1212 286 926 876 862 281 is_linear=0 shrinkage=0.1 Tree=524 num_leaves=5 num_cat=0 split_feature=19 3 3 5 split_gain=0.00784769 1.49538e-14 4.27436e-15 2.42428e-15 threshold=1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 3547.0000000000005 decision_type=8 10 10 10 left_child=-1 2 -2 -3 right_child=1 3 -4 -5 leaf_value=0.075004051273300398 -0.07500064203406992 -0.075000298311657665 -0.075000896717258153 -0.075000517483334458 leaf_weight=0.013910311710787937 0.0013217428736425054 0.0010145689152523119 0.0013141466705519633 0.0010042305729669465 leaf_count=16 147 433 290 326 internal_value=0.0373943 -0.0750006 -0.0750008 -0.0750004 internal_weight=0.018565 0.00465469 0.00263589 0.0020188 internal_count=1212 1196 437 759 is_linear=0 shrinkage=0.1 Tree=525 num_leaves=7 num_cat=0 split_feature=21 19 19 15 16 2 split_gain=0.163013 0.16927 0.41554 0.15036 0.28744 0.176364 threshold=0.11311668870000001 0.89730301130000012 0.73925829740000004 4.5000000000000009 2.0000000000000004 3.5000000000000004 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=0.041173867715945861 -0.0035943544833749296 0.045496436930287043 -0.059454348109338508 -0.064579491657170793 0.075729345288171226 0.011139811719317196 leaf_weight=0.9474438428733265 25.30670405831188 0.77481594681739707 1.2076713684946287 0.79222529422986454 0.17899779620347545 11.964628665242342 leaf_count=22 341 6 10 94 82 657 internal_value=0.000174299 -0.000791388 -0.0017005 0.000123327 -0.0387204 0.00113552 internal_weight=41.1725 40.225 39.4502 38.2426 0.971223 37.2713 internal_count=1212 1190 1184 1174 176 998 is_linear=0 shrinkage=0.1 Tree=526 num_leaves=7 num_cat=0 split_feature=0 4 5 6 4 8 split_gain=0.141539 0.22738 0.259642 0.311644 0.260088 1.1191 threshold=60.179807500000003 56582.000000000007 10692.000000000002 125.25498420013805 6106.0000000000009 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=0.003507913521446158 0.047324310689899375 -0.06195062302066378 0.037405068944677697 -0.061306258401894832 0.031674644344503802 -0.062951701116928882 leaf_weight=25.732032876709138 0.61469707009382446 0.60304887767415394 1.7586908884877619 0.86391744596767139 2.3353406391761373 2.8104216468009318 leaf_count=402 12 34 99 61 177 427 internal_value=-0.00023425 -0.00109147 4.07202e-06 -0.00206818 -0.00041078 -0.00303601 internal_weight=34.7181 34.1035 33.5004 31.7417 30.8778 28.5425 internal_count=1212 1200 1166 1067 1006 829 is_linear=0 shrinkage=0.1 Tree=527 num_leaves=7 num_cat=0 split_feature=20 20 21 21 21 21 split_gain=0.135913 0.18112 0.631461 0.546918 0.521972 0.420098 threshold=0.20344614855000001 0.31576698785000007 0.90949772080000013 0.80522880530000018 0.62272809245000016 0.14357116100000003 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=-0.025055645149987406 0.024025255143871636 -0.081751284602344321 -0.089699285628766418 0.086235570034019285 -0.083456780287418916 0.002584111088529289 leaf_weight=2.0617602184431689 3.2208320945501328 0.60063870903104544 0.78036084771156211 0.74116671085357566 0.74363749101757903 35.519788344221524 leaf_count=31 12 7 4 3 8 1147 internal_value=6.00451e-06 0.00124791 -0.000663279 0.00118434 -0.000525647 0.00118172 internal_weight=43.6682 41.6064 38.3856 37.6052 36.8641 36.1204 internal_count=1212 1181 1169 1165 1162 1154 is_linear=0 shrinkage=0.1 Tree=528 num_leaves=4 num_cat=0 split_feature=19 3 3 split_gain=0.00732905 1.14392e-14 3.28882e-15 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=0.075003905519796965 -0.075000597936426494 -0.075000384554715707 -0.075000830020619705 leaf_weight=0.013408149796305224 0.0012241266126693509 0.0018598722659817213 0.0012182884763660695 leaf_count=16 147 759 290 internal_value=0.0385642 -0.0750006 -0.0750007 internal_weight=0.0177104 0.00430229 0.00244242 internal_count=1212 1196 437 is_linear=0 shrinkage=0.1 Tree=529 num_leaves=7 num_cat=0 split_feature=15 16 5 6 4 2 split_gain=0.148359 0.240767 0.148796 0.956187 0.698673 0.536081 threshold=4.5000000000000009 2.0000000000000004 163.00000000000003 77.948951086791098 219.50000000000003 1.5000000000000002 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0032188273405994502 -0.063765145640304596 0.067590888406112673 0.08450801053381414 0.00023183470856825649 -0.058788747607265726 0.047363538388861051 leaf_weight=22.187108249170713 0.7516982980814636 0.17134677413559984 1.5174742502276757 11.932903208857169 2.0815171971917144 2.3137295413762322 leaf_count=252 94 96 44 625 35 66 internal_value=0.000255267 -0.0393813 0.00116918 0.00973989 -0.00316751 0.0015579 internal_weight=40.9558 0.923045 40.0327 13.4504 26.5824 24.5008 internal_count=1212 190 1022 669 353 318 is_linear=0 shrinkage=0.1 Tree=530 num_leaves=7 num_cat=0 split_feature=10 10 2 5 3 0 split_gain=0.136648 0.556785 0.193983 0.546491 0.517411 0.389466 threshold=30.500000000000004 35.000000000000007 9.5000000000000018 4118.5000000000009 6.5000000000000009 5.0057140000000011 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=-0.0023502681666992997 0.06841837076605152 -0.075387721974620306 -0.065675706622035451 0.0071584925537589231 -0.010689762624506065 0.080078169428522306 leaf_weight=26.484279482217975 1.0210922768128501 0.36564742091104552 1.6897979068744451 2.6390891699411441 0.71689266711473409 1.3879150133579967 leaf_count=527 74 136 247 149 61 18 internal_value=-0.000249456 0.0305004 -0.00154486 -0.0212726 0.00144227 0.0491628 internal_weight=34.3047 1.38674 32.918 4.32889 28.5891 2.10481 internal_count=1212 210 1002 396 606 79 is_linear=0 shrinkage=0.1 Tree=531 num_leaves=7 num_cat=0 split_feature=9 9 10 9 8 8 split_gain=0.128767 0.252237 0.229277 0.224268 0.243401 0.289559 threshold=7.8397116616035101 7.9966239479282715 35.000000000000007 7.5456810564319428 6.6309332046157996 5.7335000637833913 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=-0.00045479956742749148 -0.076203013854080126 0.050622167238788852 0.048891010063421558 0.057173960761523437 0.078390917621760481 -0.07731515467673232 leaf_weight=40.636126129248623 0.84206205500961917 0.2945611195893888 0.17738011886831373 0.34568141261115559 0.76252674800343812 0.29818169569807651 leaf_count=715 281 34 36 32 12 102 internal_value=-5.95103e-05 -0.0308858 -0.054437 0.000903939 0.0401632 -0.00510976 internal_weight=43.3565 1.314 1.01944 42.0425 1.40639 0.643863 internal_count=1212 351 317 861 146 134 is_linear=0 shrinkage=0.1 Tree=532 num_leaves=4 num_cat=0 split_feature=19 3 3 split_gain=0.00683233 8.98066e-15 2.61488e-15 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=0.075003735013268083 -0.075000555763793733 -0.075000357837641737 -0.07500077087716589 leaf_weight=0.013129988656146452 0.0011377298603747468 0.0016892151306997505 0.001122910051776671 leaf_count=16 147 759 290 internal_value=0.040314 -0.0750005 -0.0750007 internal_weight=0.0170798 0.00394986 0.00226064 internal_count=1212 1196 437 is_linear=0 shrinkage=0.1 Tree=533 num_leaves=7 num_cat=0 split_feature=0 4 4 5 4 0 split_gain=0.150121 1.19051 0.969542 0.39286 0.410299 0.349827 threshold=3.9500000000000005e-05 149.00000000000003 109.00000000000001 59.000000000000007 126.00000000000001 0.085697500000000024 decision_type=8 8 8 8 8 8 left_child=1 -1 -2 5 -5 -4 right_child=2 -3 3 4 -6 -7 leaf_value=0.080462855406946587 -0.10068668321917884 -0.080562942135792209 0.086230599354933185 -0.036256254513899404 0.0023862293328276939 -0.0040091068566359203 leaf_weight=1.3720647438894951 0.95369762182235618 0.69004973769187916 1.0037768185138689 2.9990199152380219 32.789736936254485 0.75100735761225235 leaf_count=58 2 5 33 32 1059 23 internal_value=0.000291897 0.0265785 -0.00111615 0.00141319 -0.000851927 0.0476101 internal_weight=40.5594 2.06211 38.4972 37.5435 35.7888 1.75478 internal_count=1212 63 1149 1147 1091 56 is_linear=0 shrinkage=0.1 Tree=534 num_leaves=7 num_cat=0 split_feature=0 4 5 6 0 9 split_gain=0.131503 0.209679 0.216262 0.370152 0.249818 0.244672 threshold=60.179807500000003 56582.000000000007 11641.500000000002 125.25498420013805 3.0028960000000002 7.9658783165605476 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=-0.0011702491607669802 0.04656189059165889 -0.061200374285960146 -0.04357909046538283 -0.063879627833610717 0.062750758087882899 0.057928042050041179 leaf_weight=29.800184231373358 0.59005680354311962 0.56986613373737682 0.2816482236594301 0.92831655326881346 1.0254525600466875 0.71740708553625054 leaf_count=981 12 34 32 65 55 33 internal_value=-0.000234249 -0.00106288 -1.65547e-05 -0.00167323 0.0398393 0.000219033 internal_weight=33.9129 33.3229 32.753 31.4459 1.3071 30.5176 internal_count=1212 1200 1166 1079 87 1014 is_linear=0 shrinkage=0.1 Tree=535 num_leaves=7 num_cat=0 split_feature=6 9 7 3 2 2 split_gain=0.134445 0.445411 0.423408 0.458446 0.410541 0.50284 threshold=111.87683212094403 6.0833577195188715 69.792058971722028 9.5000000000000018 3.5000000000000004 10.500000000000002 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=-0.0012801409559323924 -0.081549982585776448 0.042225712917522758 0.051566841190687364 -0.066134857556047838 -0.087673698413895051 0.007515255220210135 leaf_weight=35.15554989507018 0.85112185403704543 1.3711163774132731 2.7240087149111782 0.37667988920293272 0.85984401081339035 1.565064496130901 leaf_count=587 21 17 149 52 82 304 internal_value=-0.000106837 -0.0161683 0.00184422 0.0372681 -0.00150881 -0.0262376 internal_weight=42.9034 4.64715 38.2562 3.10069 3.79602 2.42491 internal_count=1212 424 788 201 403 386 is_linear=0 shrinkage=0.1 Tree=536 num_leaves=4 num_cat=0 split_feature=19 3 3 split_gain=0.00631899 7.31143e-15 2.18705e-15 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=0.075003608200105348 -0.075000516526839658 -0.075000331207382906 -0.075000721264454756 leaf_weight=0.012357351166428998 0.0010520161702061151 0.0015469538067023336 0.0010352091290428689 leaf_count=16 147 759 290 internal_value=0.0409142 -0.0750005 -0.0750006 internal_weight=0.0159915 0.00363418 0.00208723 internal_count=1212 1196 437 is_linear=0 shrinkage=0.1 Tree=537 num_leaves=7 num_cat=0 split_feature=0 4 4 5 4 0 split_gain=0.137376 1.0987 0.877692 0.349851 0.351193 0.332519 threshold=3.9500000000000005e-05 149.00000000000003 109.00000000000001 59.000000000000007 126.00000000000001 0.29033550000000002 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=0.080008637337792593 -0.098256078930696947 -0.080149398937682984 0.085496683912705929 -0.033436669473394465 0.002233546174465409 -0.0038063013222960889 leaf_weight=1.2784940411802368 0.90670150518417258 0.64413569867610942 0.93788567185401805 3.0157758165150872 32.564403260214021 0.75067215971648693 leaf_count=58 2 5 33 32 1059 23 internal_value=0.000269339 0.0263511 -0.00104422 0.00132082 -0.000789861 0.0457958 internal_weight=40.0981 1.92263 38.1754 37.2687 35.5802 1.68856 internal_count=1212 63 1149 1147 1091 56 is_linear=0 shrinkage=0.1 Tree=538 num_leaves=7 num_cat=0 split_feature=0 3 3 5 3 2 split_gain=0.129012 0.570806 0.352227 0.214192 0.574968 0.364694 threshold=0.0041515000000000015 1.5000000000000002 1.5000000000000002 126.00000000000001 3.5000000000000004 6.5000000000000009 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=0.056757126818564888 -0.078222613890217008 0.040098917574361043 -0.021551776503937015 -0.078005309998910033 0.041040660402278564 -0.0019751379229583513 leaf_weight=1.3119680633681121 0.95016060210764663 1.3064198270440126 1.02167121164166 0.94525326497387396 2.132602708181369 25.99939861249004 leaf_count=78 157 16 15 99 59 788 internal_value=-0.000209611 -0.00189896 0.0224734 0.000487837 -0.00129186 0.00128576 internal_weight=33.6675 31.3338 2.33364 30.3837 29.0773 28.132 internal_count=1212 1119 93 962 946 847 is_linear=0 shrinkage=0.1 Tree=539 num_leaves=7 num_cat=0 split_feature=6 7 4 8 2 8 split_gain=0.121273 0.651303 0.379683 0.385407 0.67713 0.381343 threshold=104.01326135169514 69.792058971722028 343.00000000000006 4.9989183099511179 3.5000000000000004 7.4120253963714147 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=-0.0010161135502479929 -0.068609954775395568 0.060560952788752814 0.062351589301046562 0.043907830253674562 -0.06203461724867966 0.034894998601222797 leaf_weight=34.831817760043123 1.0298279281705607 1.8067912147171217 0.78572386875748623 1.3287771586328747 2.1373080375574323 0.50103379009019011 leaf_count=584 27 40 8 15 466 72 internal_value=-0.000103655 0.00202049 -0.0135621 -0.00163453 -0.0143076 -0.0436272 internal_weight=42.4213 36.6386 5.78267 4.75284 3.96712 2.63834 internal_count=1212 624 588 561 553 538 is_linear=0 shrinkage=0.1 Tree=540 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00586819 6.08368e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075003506658985752 -0.075000577641423316 -0.075000305582208118 leaf_weight=0.011653764973743819 0.0019259861332443515 0.0014338441375123523 leaf_count=16 437 759 internal_value=0.0414347 -0.0750005 internal_weight=0.0150136 0.00335983 internal_count=1212 1196 is_linear=0 shrinkage=0.1 Tree=541 num_leaves=7 num_cat=0 split_feature=21 21 19 20 20 20 split_gain=0.13354 0.151557 0.340624 0.393854 0.387994 0.637238 threshold=0.11311668870000001 0.32816394200000004 0.16732172635000001 0.20344614855000001 0.54665185890000012 0.48408422815000002 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=0.037130154321282666 -0.021652228002078302 -0.043685351150983764 0.068965076528625949 0.00078488338146415139 0.036417503091375418 -0.082728205540851849 leaf_weight=0.95612194117711624 3.1697588600218296 1.6159627512097356 0.88965063542127609 29.148827323610025 2.9081662856042376 0.9432426393032064 leaf_count=22 24 9 8 1123 20 6 internal_value=0.000211531 -0.000701155 0.00116924 0.00330803 0.00153798 -0.00183285 internal_weight=39.6317 38.6756 35.5058 33.8899 33.0002 30.0921 internal_count=1212 1190 1166 1157 1149 1129 is_linear=0 shrinkage=0.1 Tree=542 num_leaves=7 num_cat=0 split_feature=5 0 3 0 0 0 split_gain=0.129302 0.209549 0.519947 0.207386 0.407114 0.535535 threshold=59.000000000000007 0.0041515000000000015 1.5000000000000002 0.04603150000000001 0.082789500000000002 2.7156310000000006 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075637886978223157 0.031113673854076603 -0.078179165316436941 -0.045697916933720661 0.053168921888848267 -0.076453285913722982 0.0017716889603045809 leaf_weight=0.22564896260155265 2.0714182712072207 0.86499581084354105 0.94326348605682397 1.4732333669053357 0.90462340201520675 26.887809109990485 leaf_count=120 28 102 149 30 389 394 internal_value=-0.00019605 0.000317548 -0.00173535 0.000453523 0.00194103 -0.000774477 internal_weight=33.371 33.1453 31.0739 30.2089 29.2657 27.7924 internal_count=1212 1092 1064 962 813 783 is_linear=0 shrinkage=0.1 Tree=543 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 21 split_gain=0.115161 0.523289 0.426512 0.760828 0.41962 0.440103 threshold=0.91302578255000011 0.88726092775000021 0.80522880530000018 0.62272809245000016 0.14357116100000003 0.16093797035000004 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=-0.081130628371853836 0.033811373078011256 -0.088834339429976997 0.057025302653022025 -0.082399642285138242 0.067786948534278288 0.00065314703331058929 leaf_weight=0.6103299059117262 0.98034994676709075 0.66529169678687949 1.2957412526011456 1.1232476029545058 1.0035708099603653 36.199030270300682 leaf_count=25 4 6 6 12 3 1156 internal_value=-5.88165e-05 -0.000870721 0.000583882 -0.00129441 0.00111485 0.00246414 internal_weight=41.8776 40.8972 40.2319 38.9362 37.8129 37.2026 internal_count=1212 1208 1202 1196 1184 1159 is_linear=0 shrinkage=0.1 Tree=544 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00546972 4.89517e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075003376952998663 -0.075000535765549228 -0.075000281922582179 leaf_weight=0.011181796420714818 0.0017818155872078032 0.0013243015759556442 leaf_count=16 437 759 internal_value=0.0423933 -0.0750004 internal_weight=0.0142879 0.00310612 internal_count=1212 1196 is_linear=0 shrinkage=0.1 Tree=545 num_leaves=7 num_cat=0 split_feature=15 16 4 0 8 9 split_gain=0.129368 0.208961 0.13517 0.880459 1.23369 0.985771 threshold=4.5000000000000009 2.0000000000000004 467.50000000000006 4.6811795000000016 5.8010039228770447 7.4755209420133424 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 4 -4 -5 right_child=1 -3 3 5 -6 -7 leaf_value=-0.0026131403326749634 -0.062770541329599083 0.067957836602802413 0.091706581483464333 -0.077275140960870042 -0.0019813696337422689 0.016892679357533653 leaf_weight=28.145454119890928 0.67434345408400886 0.14935168057127157 2.3902700674370845 1.8944457429461179 3.411637157201767 2.6903534074081108 leaf_count=389 94 96 173 64 292 104 internal_value=0.000146616 -0.039067 0.000984878 0.0107346 0.0366162 -0.0220176 internal_weight=39.3559 0.823695 38.5322 10.3867 5.80191 4.5848 internal_count=1212 190 1022 633 465 168 is_linear=0 shrinkage=0.1 Tree=546 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 19 split_gain=0.141127 0.976776 0.613072 0.726454 0.440983 0.802531 threshold=0.41494021885000004 0.48125046350000006 0.98495817490000015 0.11311668870000001 0.60557055170000018 0.66260766915000013 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.013638310569268808 0.078680164472693992 -0.13625744372100582 0.10640881248351429 -0.040761398505682646 0.075308814140790006 -0.0023052300860860616 leaf_weight=6.3032102322358696 1.6028954684734342 0.40900155901908875 0.51250147819518943 2.6002877727150917 1.426708787679672 20.119235868583946 leaf_count=49 6 4 1 12 5 1135 internal_value=-0.000181082 0.00299934 -0.00183989 -0.00409919 -0.00186063 0.00283414 internal_weight=32.9738 26.6706 25.0677 24.5552 24.1462 21.5459 internal_count=1212 1163 1157 1156 1152 1140 is_linear=0 shrinkage=0.1 Tree=547 num_leaves=7 num_cat=0 split_feature=20 20 21 21 20 20 split_gain=0.125948 0.162096 0.555888 0.470474 0.466154 0.201063 threshold=0.20344614855000001 0.31576698785000007 0.90949772080000013 0.80522880530000018 0.83018951285000009 0.59289009450000008 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=-0.024452169293431938 0.022893367259830349 -0.0018343342262479936 -0.087869242693609656 0.084721423583910174 -0.080807406491286177 0.020668809731436949 leaf_weight=2.0064352041698896 3.1765853427350521 29.734898773981513 0.71653782576322456 0.66021557152271171 0.70795170171186228 4.582398520782589 leaf_count=31 12 1131 4 3 12 19 internal_value=-9.73792e-06 0.00122937 -0.000661117 0.00108996 -0.000486471 0.00117052 internal_weight=41.585 39.5786 36.402 35.6855 35.0252 34.3173 internal_count=1212 1181 1169 1165 1162 1150 is_linear=0 shrinkage=0.1 Tree=548 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00511839 3.91636e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.07500321916674535 -0.075000499725391689 -0.075000263695029171 leaf_weight=0.010899583867285401 0.0016496790879330101 0.0012249885811392858 leaf_count=16 437 759 internal_value=0.0436977 -0.0750004 internal_weight=0.0137743 0.00287467 internal_count=1212 1196 is_linear=0 shrinkage=0.1 Tree=549 num_leaves=7 num_cat=0 split_feature=7 7 7 9 6 5 split_gain=0.130056 0.212444 0.209028 0.37994 0.212073 0.679243 threshold=83.63472603049955 79.447232184458983 76.620775124742622 5.5264340528038938 83.77714566791245 154.00000000000003 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.0028299099538316771 0.04178135353041415 -0.051826359564487626 -0.078568265531865716 0.061075347314990105 -0.015593720590217505 0.044763348162906114 leaf_weight=24.665736737195406 0.7337961895391335 0.79644298122730006 0.23328411206602928 1.1822218292218167 7.896314453231752 3.4137270439532577 leaf_count=334 12 117 5 150 398 196 internal_value=8.05019e-05 -0.000720801 0.000367759 0.0380612 -0.00111533 0.00295618 internal_weight=38.9215 38.1877 37.3913 1.41551 35.9758 28.0795 internal_count=1212 1200 1083 155 928 530 is_linear=0 shrinkage=0.1 Tree=550 num_leaves=7 num_cat=0 split_feature=19 19 19 20 20 20 split_gain=0.127095 0.885553 0.546817 0.435072 0.574027 0.547162 threshold=0.41494021885000004 0.48125046350000006 0.98495817490000015 0.31027308865000008 0.34650010530000003 0.46075395060000007 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.012828321625191423 0.07670723465225264 -0.04484494846177544 0.10316949400268645 0.090378712865845492 -0.11310017139786788 0.00010983056157946413 leaf_weight=6.2529805682124788 1.5362261012196539 2.3180705457925797 0.48896211385726829 0.69138488173484802 0.43583830446004868 20.8624663341234 leaf_count=49 6 13 1 2 2 1139 internal_value=-1.22429e-05 0.00303104 -0.0015334 -0.00363955 0.000704168 -0.00220684 internal_weight=32.5859 26.3329 24.7967 24.3078 21.9897 21.2983 internal_count=1212 1163 1157 1156 1143 1141 is_linear=0 shrinkage=0.1 Tree=551 num_leaves=7 num_cat=0 split_feature=4 4 0 0 4 4 split_gain=0.110554 0.241545 0.237313 0.209636 0.208852 0.593708 threshold=23996.500000000004 2155.5000000000005 11.230363000000002 6.3830520000000011 1000.5000000000001 1216.5000000000002 decision_type=10 10 10 8 10 10 left_child=1 4 -2 -3 -1 -6 right_child=2 3 -4 -5 5 -7 leaf_value=-0.001331591841762951 0.07773458519945721 -0.061507731993430584 -0.02741230355441962 0.014408303779291049 0.077770010420139452 -0.013304064875793709 leaf_weight=35.600048132870654 0.52578986655862436 1.1652029642404771 0.36272991442820057 0.52883575530722748 1.2724347028002392 1.6362053467639723 leaf_count=503 28 367 52 55 27 180 internal_value=-8.11907e-05 -0.000852306 0.0348093 -0.0378087 0.000773445 0.0265379 internal_weight=41.0912 40.2027 0.88852 1.69404 38.5087 2.90864 internal_count=1212 1132 80 422 710 207 is_linear=0 shrinkage=0.1 Tree=552 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00474438 3.06439e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075003022652171347 -0.07500046440150783 -0.075000247298273925 leaf_weight=0.010169218527153134 0.0015286516819230664 0.0011314140147788976 leaf_count=16 437 759 internal_value=0.0439008 -0.0750004 internal_weight=0.0128293 0.00266007 internal_count=1212 1196 is_linear=0 shrinkage=0.1 Tree=553 num_leaves=7 num_cat=0 split_feature=10 13 6 8 0 0 split_gain=0.132845 0.216731 0.149454 0.342822 0.365348 0.305326 threshold=30.500000000000004 49191.500000000007 123.24539739966269 6.7998311008908914 18.636041000000002 14.857993000000002 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=0.0018953949215301251 0.044240970582437575 -0.072264253455017663 0.0477884069214509 -0.056781712605796633 0.03646631741466181 -0.031165753634289296 leaf_weight=31.042629776107788 0.2203554372972566 0.57981056376593187 2.0250756430905308 0.89971368917031191 0.78832429012982175 3.0695796539075664 leaf_count=786 109 101 69 37 36 74 internal_value=0.000141269 -0.0401802 0.000994239 0.0200466 -0.0132343 -0.00107961 internal_weight=38.6255 0.800166 37.8253 3.71311 1.68804 34.1122 internal_count=1212 210 1002 142 73 860 is_linear=0 shrinkage=0.1 Tree=554 num_leaves=7 num_cat=0 split_feature=0 4 5 6 9 2 split_gain=0.12901 0.188452 0.202781 0.318718 0.23017 0.450327 threshold=60.179807500000003 56582.000000000007 18270.000000000004 125.25498420013805 7.9658783165605476 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=0.0013413789964973831 0.048043891648932489 -0.059335323723924131 0.048917610013526208 -0.061427931721601096 0.056861595312362748 -0.070949322824338176 leaf_weight=27.894752052881376 0.54698562109842797 0.5431438937666816 0.82760209300977194 0.85536618350670224 0.70702021112083357 0.88918172290141129 leaf_count=795 12 34 68 69 39 195 internal_value=-0.000107689 -0.0009381 7.93558e-05 -0.00125256 0.000492791 -0.000891796 internal_weight=32.2641 31.7171 31.1739 30.3463 29.491 28.7839 internal_count=1212 1200 1166 1098 1029 990 is_linear=0 shrinkage=0.1 Tree=555 num_leaves=7 num_cat=0 split_feature=20 20 21 21 20 19 split_gain=0.111381 0.157095 0.520982 0.43059 0.434025 0.22362 threshold=0.20344614855000001 0.31576698785000007 0.90949772080000013 0.80522880530000018 0.83018951285000009 0.16732172635000001 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=-0.023231080398199294 0.022875549025437161 0.048689194640983105 -0.087086658130454825 0.083924060564696826 -0.080406335772924997 -0.00034870156495069618 leaf_weight=1.9743723135165963 3.0567262433469296 0.95708364248275757 0.68543174862861533 0.61438411474227805 0.6671882439404716 32.767077430910831 leaf_count=31 12 4 4 3 12 1146 internal_value=-6.25045e-05 0.00111803 -0.000745361 0.000945249 -0.000537125 0.00104298 internal_weight=40.7223 38.7479 35.6912 35.0057 34.3913 33.7242 internal_count=1212 1181 1169 1165 1162 1150 is_linear=0 shrinkage=0.1 Tree=556 num_leaves=3 num_cat=0 split_feature=19 3 split_gain=0.00440611 2.50364e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075002874655249074 -0.075000433999732913 -0.075000229728559242 leaf_weight=0.0096313593239756301 0.0014177413811751203 0.0010401735833625025 leaf_count=16 437 759 internal_value=0.0445052 -0.0750003 internal_weight=0.0120893 0.00245791 internal_count=1212 1196 is_linear=0 shrinkage=0.1 Tree=557 num_leaves=7 num_cat=0 split_feature=0 0 0 7 6 6 split_gain=0.133974 0.300263 0.353846 0.329905 0.199797 0.196709 threshold=40.875559000000003 30.036528000000001 20.176897000000004 74.366900858411057 127.92300050050058 126.01722756410258 decision_type=10 10 10 8 10 10 left_child=1 2 4 -3 5 -1 right_child=-2 3 -4 -5 -6 -7 leaf_value=0.0014274579008615824 -0.032224875019969033 0.082744766269796544 -0.050634802953628003 -0.015459939491040971 0.054505214152090635 -0.050038127056196639 leaf_weight=32.83077335593407 1.2397505298140448 0.90690155327319977 1.3608272534329433 0.54925120435655128 0.69308919087052245 0.75984926860837632 leaf_count=1024 33 42 23 25 12 53 internal_value=0.000112519 0.0011931 -0.000625205 0.0457026 0.00135983 0.000263261 internal_weight=38.3404 37.1007 35.6445 1.45615 34.2837 33.5906 internal_count=1212 1179 1112 67 1089 1077 is_linear=0 shrinkage=0.1 Tree=558 num_leaves=7 num_cat=0 split_feature=5 0 5 4 4 8 split_gain=0.120287 0.182587 0.483613 0.187139 0.354521 0.373743 threshold=59.000000000000007 0.0041515000000000015 108.50000000000001 126.00000000000001 168.50000000000003 4.3707218560531276 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=-0.075593049461104123 0.029328762520760082 -0.077937347658531775 0.080077514255406476 -0.081666286781983524 0.044516442093408742 -0.0018588259741693328 leaf_weight=0.20988486259011807 2.0361873726415096 0.80786819208879279 0.29258960485458629 0.52571140043437736 1.8613619785755897 26.17867407401036 leaf_count=120 28 101 2 25 42 894 internal_value=-0.000138302 0.000361245 -0.00162699 0.000509266 -0.000305726 0.00121967 internal_weight=31.9123 31.7024 29.6662 28.8583 28.5657 28.04 internal_count=1212 1092 1064 963 961 936 is_linear=0 shrinkage=0.1 Tree=559 num_leaves=7 num_cat=0 split_feature=21 19 21 20 19 19 split_gain=0.114832 0.295559 0.397691 0.762855 0.961747 0.825628 threshold=0.91302578255000011 0.32262458390000009 0.32816394200000004 0.48408422815000002 0.51159595590000018 0.76803983445000001 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=-0.027699516597278484 0.034680522607254294 0.028241862236770051 -0.062182937114458298 0.083282977146923134 -0.09364037395569981 0.0010517857479937017 leaf_weight=3.709251818415936 0.93216361477970977 4.9581090300343931 1.9882806986570356 1.3811324313282964 0.95390703342854977 26.5152100580117 leaf_count=39 4 22 15 5 7 1120 internal_value=-1.08446e-05 -0.000829407 0.00195488 -0.00227145 0.00185749 -0.00223654 internal_weight=40.4381 39.5059 35.7966 30.8385 28.8502 27.4691 internal_count=1212 1208 1169 1147 1132 1127 is_linear=0 shrinkage=0.1 Tree=560 num_leaves=3 num_cat=0 split_feature=19 4 split_gain=0.00407501 1.68398e-15 threshold=1.0000000180025095e-35 219.50000000000003 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075002674456173979 -0.075000414789296144 -0.075000242375150142 leaf_weight=0.0088851385662565008 0.0010667253453675593 0.0012079666661897193 leaf_count=16 326 870 internal_value=0.0444278 -0.0750003 internal_weight=0.0111598 0.00227469 internal_count=1212 1196 is_linear=0 shrinkage=0.1 Tree=561 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 20 split_gain=0.133195 0.166584 0.568451 0.144193 0.56227 0.737084 threshold=0.11311668870000001 0.86545104210000012 0.73925829740000004 0.46075395060000007 0.70258524785000009 0.83018951285000009 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=0.037962326527273639 -0.019008922853150687 0.038789317527345199 -0.081764780260024816 0.045488341015705945 -0.08522105724632538 0.0011524281117238971 leaf_weight=0.90877631541661685 3.5680990181863308 1.0340429395437229 0.87015825137495895 2.7406290546059608 1.0241807699203489 27.966449783285505 leaf_count=22 25 8 8 22 5 1122 internal_value=0.000137732 -0.000786214 -0.00191763 5.06668e-05 0.00219387 -0.00189897 internal_weight=38.1123 37.2036 36.1695 35.2994 31.7313 28.9906 internal_count=1212 1190 1182 1174 1149 1127 is_linear=0 shrinkage=0.1 Tree=562 num_leaves=7 num_cat=0 split_feature=21 20 21 21 19 19 split_gain=0.139757 0.903351 0.671536 0.599277 0.513469 0.691741 threshold=0.30468621685000002 0.59289009450000008 0.91302578255000011 0.38257382970000003 0.89730301130000012 0.76803983445000001 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=0.013306194763362589 0.094930319720289369 -0.046793691862700694 -0.099265138059970087 0.0052521188510531794 0.087127128298064155 -0.088856543737131921 leaf_weight=6.1018298083381524 0.75846990942955017 4.0594438686966887 0.604229886084794 18.502971392512357 0.72278714179992576 0.8154841735959043 leaf_count=43 2 21 3 1138 2 3 internal_value=-0.000286655 -0.00354393 0.00465876 0.00767774 0.00437563 0.00127954 internal_weight=31.5652 25.4634 21.4039 20.7997 20.0412 19.3185 internal_count=1212 1169 1148 1145 1143 1141 is_linear=0 shrinkage=0.1 Tree=563 num_leaves=7 num_cat=0 split_feature=9 8 0 6 0 0 split_gain=0.116206 0.521278 0.574217 0.753652 0.494044 0.906749 threshold=6.0876787784018074 5.2927476730057128 0.27220900000000009 81.802398239759142 0.066307500000000005 0.04603150000000001 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=0.0044267879350039768 -0.014006485137971961 0.039023391022185938 -0.063587471654094882 0.032313153186287157 0.045314622274540431 -0.068161555908842014 leaf_weight=23.113966944143851 5.1095216833892172 3.4535508822882539 2.9450431559234849 1.1353805689141152 2.5398909528739742 1.8593228030658782 leaf_count=240 648 127 81 17 55 44 internal_value=8.22578e-05 0.00213625 -0.00189594 -0.0369031 0.00329589 -0.000977593 internal_weight=40.1567 35.0472 31.5936 4.08042 27.5132 24.9733 internal_count=1212 564 437 98 339 284 is_linear=0 shrinkage=0.1 Tree=564 num_leaves=3 num_cat=0 split_feature=19 4 split_gain=0.00380449 1.2451e-15 threshold=1.0000000180025095e-35 255.00000000000003 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075002574263631439 -0.075000379571080453 -0.075000225726934072 leaf_weight=0.0085448416066356003 0.0010112450442534291 0.001096684731949793 leaf_count=16 330 866 internal_value=0.0453206 -0.0750003 internal_weight=0.0106528 0.00210793 internal_count=1212 1196 is_linear=0 shrinkage=0.1 Tree=565 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 5 split_gain=0.128544 0.719566 0.471737 1.89252 0.858404 0.744487 threshold=3.9500000000000005e-05 0.0031780000000000007 0.030394000000000001 0.033085500000000004 0.037647000000000007 3159.5000000000005 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=0.026257578999400923 -0.073833451440632192 0.087396709295026714 -0.17342292730374451 0.088644324804848476 -0.00087994485612897318 -0.067469102666098957 leaf_weight=1.7897081500850607 1.3142847431154212 1.357664623239542 0.62556735146790643 1.1089403981677595 31.347819415364938 0.40242889842193119 leaf_count=63 25 130 5 25 949 15 internal_value=9.71983e-05 -0.00119771 0.00154217 -0.00114172 0.0021788 0.0519881 internal_weight=37.9464 36.1567 34.8424 33.0823 32.4568 1.76009 internal_count=1212 1149 1124 979 974 145 is_linear=0 shrinkage=0.1 Tree=566 num_leaves=7 num_cat=0 split_feature=21 21 20 21 20 21 split_gain=0.12621 0.808146 0.375736 0.372838 0.408957 1.52596 threshold=0.30468621685000002 0.32816394200000004 0.66340245080000015 0.96986978155000014 0.54665185890000012 0.5633073943500001 decision_type=8 8 10 10 8 8 left_child=2 -2 -1 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.009053524425563177 -0.10415518978578119 0.024166111637567218 0.041096751414833904 -0.094553022215029967 -0.10614920549422946 0.0023813959794646874 leaf_weight=3.4468005915000504 0.77117912471294403 5.9526626355946064 2.6368343457579613 0.41160419583320518 1.4047004133462904 16.665726798456507 leaf_count=33 3 27 10 1 10 1128 internal_value=-0.000244444 -0.00336462 0.0126831 -0.000183585 0.00143331 -0.0060552 internal_weight=31.2895 25.2059 6.08363 24.4347 24.0231 18.0704 internal_count=1212 1169 43 1166 1165 1138 is_linear=0 shrinkage=0.1 Tree=567 num_leaves=7 num_cat=0 split_feature=20 20 21 21 21 20 split_gain=0.114207 0.8938 0.38941 0.524591 0.507711 0.519372 threshold=0.62523871355000005 0.59289009450000008 0.91302578255000011 0.85846023185000009 0.80522880530000018 0.49686210610000009 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=0.0010478085026714131 -0.014330532704602369 0.10176029677750596 0.076010150191824485 -0.088153680107984259 0.086841315834072577 -0.056069517120934755 leaf_weight=30.446464493953954 4.8281080764718345 0.87693553417920966 0.65274954587221046 0.69178931601345439 0.65732735395431419 1.6798346862196911 leaf_count=1159 31 3 3 7 3 6 internal_value=8.72989e-05 0.00207589 -0.000485536 -0.00197715 -0.000158685 -0.00193877 internal_weight=39.8332 35.0051 34.1282 33.4754 32.7836 32.1263 internal_count=1212 1181 1178 1175 1168 1165 is_linear=0 shrinkage=0.1 Tree=568 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00351266 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075002419496054906 -0.075000278577674925 leaf_weight=0.0078718501463299617 0.0019473116195776194 leaf_count=16 1196 internal_value=0.0452543 internal_weight=0.00981916 internal_count=1212 is_linear=0 shrinkage=0.1 Tree=569 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 21 split_gain=0.130512 0.834335 1.2404 0.612352 0.182313 0.663277 threshold=0.31027308865000008 0.34650010530000003 0.48408422815000002 0.54665185890000012 0.70258524785000009 0.77990823500000006 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=0.020605164675649844 -0.085815070231217441 0.14396041099112553 -0.08249674219385067 0.027174574461137302 0.0015653610216863714 -0.085104485982415198 leaf_weight=2.9040734425580013 1.134303383529186 0.59931117668747902 0.90131546556949615 2.4709491394460201 28.738410450212545 0.91098669171333213 leaf_count=40 6 6 6 18 1132 4 internal_value=0.000239622 -0.00146208 0.00138382 -0.00120381 0.00107732 -0.0010976 internal_weight=37.6593 34.7553 33.621 33.0217 32.1203 29.6494 internal_count=1212 1172 1166 1160 1154 1136 is_linear=0 shrinkage=0.1 Tree=570 num_leaves=7 num_cat=0 split_feature=20 20 21 19 19 19 split_gain=0.111614 0.438622 0.191526 0.673827 0.676557 0.540977 threshold=0.090231592850000014 0.15581312665000005 0.53514027195000013 0.2809201300000001 0.32262458390000009 0.98495817490000015 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.043165327160794492 -0.088893708759022319 -0.096386594162294947 0.01444261358046711 0.08613577339157219 -0.006925928061448372 0.10125012481026477 leaf_weight=0.57898180207712358 0.55931098759174347 0.76450062543153763 7.3942050077021113 0.85846960544586182 20.263528896924093 0.47308489680290122 leaf_count=19 6 8 33 3 1142 1 internal_value=-0.000327662 -0.00115838 0.000490867 -0.00412291 -0.000856625 -0.004458 internal_weight=30.8921 30.3131 29.7538 22.3596 21.5951 20.7366 internal_count=1212 1193 1187 1154 1146 1143 is_linear=0 shrinkage=0.1 Tree=571 num_leaves=7 num_cat=0 split_feature=6 9 6 5 6 9 split_gain=0.105373 0.357513 0.334978 0.346692 0.29429 0.765305 threshold=111.87683212094403 6.0833577195188715 113.03407813214848 2867.5000000000005 83.360795883618621 6.0115800367049212 decision_type=10 10 10 10 10 10 left_child=4 -2 -3 -4 -1 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.001627616374418798 -0.080446063033510859 -0.083813648865920631 0.029808754179008724 -0.051487215381589138 0.078210430327853311 -0.0080384117753532214 leaf_weight=31.08393117677906 0.69682481698691745 0.43225299447658505 2.2140912840150127 0.68744575387637485 1.7094511240720738 2.583784913873842 leaf_count=508 21 24 115 264 15 265 internal_value=1.65903e-05 -0.0153031 -0.00168699 0.0105477 0.001762 0.0263036 internal_weight=39.4078 4.03061 3.33379 2.90154 35.3772 4.29324 internal_count=1212 424 403 379 788 280 is_linear=0 shrinkage=0.1 Tree=572 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00326832 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075002293083831398 -0.075000257523108377 leaf_weight=0.0074668649031082168 0.0018033405509036982 leaf_count=16 1196 internal_value=0.0458222 internal_weight=0.00927021 internal_count=1212 is_linear=0 shrinkage=0.1 Tree=573 num_leaves=7 num_cat=0 split_feature=21 19 19 15 16 7 split_gain=0.154986 0.13533 0.54652 0.123531 0.189587 0.132974 threshold=0.11311668870000001 0.86545104210000012 0.73925829740000004 4.5000000000000009 2.0000000000000004 73.338663815671964 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=0.042130325651313222 -0.0017637381002197029 0.034608627842015884 -0.081480274554260226 -0.061876477006311881 0.075449956202546006 0.015022180884745762 leaf_weight=0.86368888234574115 28.206453204969876 1.0524984076619137 0.83994420152157445 0.6305565677685071 0.11959911149460822 5.6675507339314199 leaf_count=22 598 8 8 94 82 400 internal_value=0.000261406 -0.000728875 -0.00177762 0.000155883 -0.0399822 0.00104476 internal_weight=37.3803 36.5166 35.4641 34.6242 0.750156 33.874 internal_count=1212 1190 1182 1174 176 998 is_linear=0 shrinkage=0.1 Tree=574 num_leaves=7 num_cat=0 split_feature=0 0 4 8 6 7 split_gain=0.102773 0.316824 0.326324 0.109741 0.812965 0.576972 threshold=0.00019500000000000002 0.0019160000000000004 115.00000000000001 4.3707218560531276 84.878191631965962 73.680368283335497 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=-0.044792444181872289 0.057989063909608597 -0.078495512663187939 0.018415054445143346 -0.076552862643781333 0.050651401815711108 -0.0027673541003613526 leaf_weight=0.51357521912723569 0.92345802531781629 0.54031618020963179 2.8928705658472635 1.3884565104090167 2.2255316321388845 22.101924364311344 leaf_count=68 15 40 181 180 83 645 internal_value=-0.000435548 0.000321973 -0.00150495 -5.08762e-05 -0.00212817 0.00211952 internal_weight=30.5861 30.0726 29.1491 28.6088 25.7159 24.3275 internal_count=1212 1144 1129 1089 908 728 is_linear=0 shrinkage=0.1 Tree=575 num_leaves=7 num_cat=0 split_feature=0 0 7 7 7 4 split_gain=0.103056 0.257962 0.329331 0.18223 0.376125 0.345944 threshold=45.141901000000011 23.872839500000005 81.226848822243241 76.306083862745808 74.14298080054165 274.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -5 right_child=-2 2 -4 5 -6 -7 leaf_value=0.00056528721981631113 0.035972749874073319 -0.077098270391189924 0.027536913767703654 0.080104071729576121 0.054704276896881704 -0.043458198800228921 leaf_weight=33.528944810996222 0.78389685146976162 0.92867372016189509 0.44490523636341095 0.25912011414766256 1.3343214699063128 1.8046939382280696 leaf_count=636 24 90 6 2 161 293 internal_value=7.99679e-05 -0.000654647 -0.0432067 0.000928164 0.00263735 -0.0279445 internal_weight=39.0846 38.3007 1.37358 36.9271 34.8633 2.06381 internal_count=1212 1188 96 1092 797 295 is_linear=0 shrinkage=0.1 Tree=576 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00304658 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075002212352973968 -0.075000239669328617 leaf_weight=0.0072073765913955867 0.0016671949638009664 leaf_count=16 1196 internal_value=0.0468224 internal_weight=0.00887457 internal_count=1212 is_linear=0 shrinkage=0.1 Tree=577 num_leaves=7 num_cat=0 split_feature=10 13 6 8 0 0 split_gain=0.128173 0.187663 0.131182 0.280068 0.30276 0.260081 threshold=30.500000000000004 49191.500000000007 123.24539739966269 6.7998311008908914 16.746952500000003 14.857993000000002 decision_type=10 10 10 10 8 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.0019116108394406754 0.043234133169644931 -0.072137235034499633 0.045743283366601897 -0.053679552611142767 0.035357320692450234 -0.029826079630608335 leaf_weight=30.156638223408663 0.19212339943624002 0.52971664801589213 1.8735889840172597 0.81364230654435199 0.7197380762663671 2.8237775230081743 leaf_count=786 109 101 69 37 36 74 internal_value=0.000296306 -0.0414302 0.00112406 0.0198053 -0.0118874 -0.000805765 internal_weight=37.1092 0.72184 36.3874 3.40697 1.53338 32.9804 internal_count=1212 210 1002 142 73 860 is_linear=0 shrinkage=0.1 Tree=578 num_leaves=7 num_cat=0 split_feature=0 3 4 8 5 6 split_gain=0.106647 0.163555 0.26823 0.409997 0.752445 0.397296 threshold=60.179807500000003 14.500000000000002 6106.0000000000009 5.2557369634631668 10692.000000000002 84.811713194020484 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=0.00258875594527006 0.044931699721632926 -0.027299123255794977 -0.07612017731599148 -0.062695115767744822 0.079202463491572492 0.056643388234651461 leaf_weight=22.996572207390287 0.51027833693660696 2.217765726023571 0.2628107597120094 2.2203228148309786 0.44932719879216154 1.5834867389057763 leaf_count=417 12 188 56 430 8 101 internal_value=-0.000397135 -0.00117514 0.000930696 -0.00171755 -0.0388124 0.0377452 internal_weight=30.2406 29.7303 27.5125 25.6662 2.66965 1.8463 internal_count=1212 1200 1012 855 438 157 is_linear=0 shrinkage=0.1 Tree=579 num_leaves=7 num_cat=0 split_feature=0 0 0 4 3 0 split_gain=0.106292 1.08062 0.772421 0.762833 1.34768 0.837314 threshold=0.04603150000000001 0.041996000000000006 0.055514500000000008 163.00000000000003 2.5000000000000004 0.033085500000000004 decision_type=8 10 8 10 10 10 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=0.0018534366470700275 -0.077279028066124689 0.12274282379079651 0.00066230874626563004 0.084334973769408184 -0.083589364876715366 -0.087357432080055239 leaf_weight=3.6998778075735554 1.3299193958519051 0.77155324542400183 28.94907547300275 1.9449927816167476 0.63361919961380397 1.4701347425580022 leaf_count=84 37 5 889 14 155 28 internal_value=1.54218e-05 0.00988242 -0.00276104 -0.00135542 0.0430724 -0.0235144 internal_weight=38.7992 8.52018 30.279 7.74862 2.57861 5.17001 internal_count=1212 286 926 281 169 112 is_linear=0 shrinkage=0.1 Tree=580 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00282628 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.07500210729790989 -0.075000222868972122 leaf_weight=0.0068126930345897563 0.0015400283225570632 leaf_count=16 1196 internal_value=0.0473455 internal_weight=0.00835272 internal_count=1212 is_linear=0 shrinkage=0.1 Tree=581 num_leaves=7 num_cat=0 split_feature=0 4 4 5 0 4 split_gain=0.131745 0.968606 0.737789 0.272883 0.557115 0.340616 threshold=3.9500000000000005e-05 149.00000000000003 109.00000000000001 59.000000000000007 0.29266000000000009 164.50000000000003 decision_type=8 8 8 8 8 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=0.079588305007381288 -0.094593803799270793 -0.079505772531534957 0.085126800719613219 -0.020724751523769614 -0.04047068098918892 0.0044537326511788532 leaf_weight=1.1610555415973054 0.82421433925628562 0.57082687318325054 1.0270596444606768 6.7923955703154197 0.5382573325186969 25.708771526886267 leaf_count=58 2 5 37 90 19 1001 internal_value=0.000230262 0.027151 -0.00110601 0.00115586 0.0419383 -0.000808301 internal_weight=36.6226 1.73188 34.8907 34.0665 1.56532 32.5012 internal_count=1212 63 1149 1147 56 1091 is_linear=0 shrinkage=0.1 Tree=582 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 19 split_gain=0.100438 0.396817 0.155456 0.61308 0.487286 0.817396 threshold=0.090231592850000014 0.15581312665000005 0.53514027195000013 0.49659266935000007 0.23075891465000004 0.48125046350000006 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=0.04117296525620931 -0.08771538879002154 -0.098970102651809055 0.01305422617876288 -0.087950405788095848 0.058192165167013025 -0.0052401036476276124 leaf_weight=0.57324486484594672 0.51947176828980446 0.48990641534328461 7.321712225675582 0.83257906883954902 2.291826143860817 17.882978910616679 leaf_count=19 6 6 33 6 8 1134 internal_value=-0.000282106 -0.0010921 0.000469315 -0.00381695 -0.000427222 0.0019657 internal_weight=29.9117 29.3385 28.819 21.4973 20.6647 20.1748 internal_count=1212 1193 1187 1154 1148 1142 is_linear=0 shrinkage=0.1 Tree=583 num_leaves=7 num_cat=0 split_feature=9 9 9 8 8 5 split_gain=0.102714 0.187163 0.228014 0.537159 0.437213 0.409324 threshold=7.8397116616035101 7.5456810564319428 6.0876787784018074 4.9190838115666322 5.2927476730057128 163.00000000000003 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=0.0018237901740423218 -0.03178056079712769 0.041722949675012694 0.069548886635197968 -0.048211468071473987 0.037195482241804682 -0.038819296701215922 leaf_weight=27.67360930119958 0.99133179966521723 1.0868195151031148 0.46696167858317439 2.272031283879187 3.1727818989602374 2.7216594433056107 leaf_count=340 351 146 6 145 127 97 internal_value=-1.01591e-05 0.000832092 -0.00039194 -0.0281349 0.00187175 -0.00181548 internal_weight=38.3852 37.3939 36.307 2.73899 33.5681 30.3953 internal_count=1212 861 715 151 564 437 is_linear=0 shrinkage=0.1 Tree=584 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00262765 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075002041672611652 -0.075000208243696798 leaf_weight=0.0064540822495473549 0.001425795201784652 leaf_count=16 1196 internal_value=0.0478604 internal_weight=0.00787988 internal_count=1212 is_linear=0 shrinkage=0.1 Tree=585 num_leaves=7 num_cat=0 split_feature=15 21 5 6 4 2 split_gain=0.124207 0.119322 0.128142 0.749323 0.608757 0.513089 threshold=4.5000000000000009 0.11311668870000001 163.00000000000003 77.948951086791098 219.50000000000003 1.5000000000000002 decision_type=10 8 10 8 10 10 left_child=1 -1 4 -4 5 -3 right_child=-2 2 3 -5 -6 -7 leaf_value=0.037777822439090468 -0.041182828217499495 -0.0044387297021194387 0.080912185193486252 -0.00043024937518795314 -0.059201200508892007 0.047641295477395498 leaf_weight=0.86014807812171057 0.71250472138853993 19.612523864023395 1.279380169697103 9.8638439664864563 1.8481427030637849 2.0936302971094838 leaf_count=8 190 245 43 625 35 66 internal_value=0.000157192 0.000985564 7.34875e-05 0.00890887 -0.00410641 0.000584561 internal_weight=36.2702 35.5577 34.6975 11.1432 23.5543 21.7062 internal_count=1212 1022 1014 668 346 311 is_linear=0 shrinkage=0.1 Tree=586 num_leaves=7 num_cat=0 split_feature=0 0 0 9 0 0 split_gain=0.10042 0.14439 0.39975 0.353578 1.12325 0.385598 threshold=60.179807500000003 30.036528000000001 19.409948500000002 5.8354399440149409 0.0031780000000000007 0.00019500000000000002 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=-0.040303252862467137 0.04467127953745343 -0.029760342448142491 0.051769367362248721 0.0024294038301753279 -0.084530984866366621 0.069021139895258016 leaf_weight=0.48156160115469437 0.49248622311279078 1.6324800162110467 1.4599754670634855 22.78436049928041 1.8410362035210708 0.97753833682509139 leaf_count=68 12 88 28 737 265 14 internal_value=-0.000108227 -0.000864074 0.000848523 -0.00200157 -0.0325933 0.0329397 internal_weight=29.6694 29.177 27.5445 26.0845 3.30014 1.4591 internal_count=1212 1200 1112 1084 347 82 is_linear=0 shrinkage=0.1 Tree=587 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.102054 1.62582 0.58365 0.606699 0.705042 0.969762 threshold=0.030394000000000001 0.033085500000000004 0.037647000000000007 0.04603150000000001 0.059867500000000004 0.068115000000000023 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=-0.013889308169791247 0.16048587957541866 -0.081047251559773367 0.055163706139113561 -0.062911362677486177 0.096677379260224836 -0.0022246631806786751 leaf_weight=4.6871685796892981 0.63391451674397004 0.89069418020179014 1.9434911509304722 1.81433335948802 1.0293186830773517 26.921752647408738 leaf_count=233 5 25 23 50 14 862 internal_value=-7.5619e-05 0.00187263 -0.00121168 0.00103088 -0.00250365 0.00141748 internal_weight=37.9207 33.2335 32.5996 31.7089 29.7654 27.9511 internal_count=1212 979 974 949 926 876 is_linear=0 shrinkage=0.1 Tree=588 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.0024252 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001901522144809 -0.075000194610960233 leaf_weight=0.0058799115868168883 0.0013197627507626208 leaf_count=16 1196 internal_value=0.0475052 internal_weight=0.00719967 internal_count=1212 is_linear=0 shrinkage=0.1 Tree=589 num_leaves=7 num_cat=0 split_feature=0 0 0 2 9 6 split_gain=0.118854 0.237396 0.66322 0.315194 0.411175 0.163473 threshold=40.875559000000003 23.872839500000005 20.176897000000004 4.5000000000000009 7.6733126590043339 127.92300050050058 decision_type=10 10 10 8 10 10 left_child=1 2 5 -3 -5 -1 right_child=-2 3 -4 4 -6 -7 leaf_value=0.00044109774351285496 -0.03181408559081482 0.08335320072345638 -0.093191610147824844 -0.078805520912984872 0.052471867658325844 0.052062124608431237 leaf_weight=31.636432238719863 1.1263586791465048 0.79975351318716881 0.75796935521066089 0.40307065122760843 0.58466332033276558 0.62559972330927749 leaf_count=1077 33 27 3 11 49 12 internal_value=0.000156692 0.00119126 -0.000730211 0.0366862 -0.0010993 0.00144209 internal_weight=35.9338 34.8075 33.02 1.78749 0.987734 32.262 internal_count=1212 1179 1092 87 60 1089 is_linear=0 shrinkage=0.1 Tree=590 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 19 split_gain=0.0989254 0.696575 0.462547 0.561164 0.487932 0.5032 threshold=0.41494021885000004 0.48125046350000006 0.98495817490000015 0.11311668870000001 0.95679870430000014 0.60557055170000018 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=-0.011892617435541295 0.072372644493738425 -0.1245677632904271 0.098797625619742424 -0.042584994324668946 -0.11604581026113002 0.0060654160406102536 leaf_weight=5.7588187047936117 1.3537045046687124 0.37672741711139679 0.45044255256652732 2.3988748118281364 0.3652464896440496 18.691520169541057 leaf_count=49 6 4 1 12 3 1137 internal_value=-0.00013986 0.00272359 -0.00150766 -0.00357715 -0.00145274 0.000531795 internal_weight=29.3953 23.6365 22.2828 21.8324 21.4556 21.0904 internal_count=1212 1163 1157 1156 1152 1149 is_linear=0 shrinkage=0.1 Tree=591 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 19 split_gain=0.0968827 0.15258 0.455436 0.694318 0.662008 0.837038 threshold=0.20344614855000001 0.26125607545000001 0.30468621685000002 0.32816394200000004 0.89730301130000012 0.76803983445000001 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=-0.022277961945966485 0.03252473329920906 -0.03675755100948537 0.093576333753735877 -0.00038260782301845409 -0.10258091640001621 0.085556795894818058 leaf_weight=1.8636432252638568 1.4819136764854191 3.1072361874394119 0.83089221641421318 28.553950843860559 0.6056409701704969 1.1801835447549809 leaf_count=31 6 18 3 1146 3 5 internal_value=-4.94723e-05 0.00110898 -0.000249198 0.00339012 0.000920262 0.00302843 internal_weight=37.6235 35.7598 34.2779 31.1707 30.3398 29.7341 internal_count=1212 1181 1175 1157 1154 1151 is_linear=0 shrinkage=0.1 Tree=592 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00224293 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001763203461691 -0.075000179858737859 leaf_weight=0.0054521087513421662 0.0012198637470985929 leaf_count=16 1196 internal_value=0.0475763 internal_weight=0.00667197 internal_count=1212 is_linear=0 shrinkage=0.1 Tree=593 num_leaves=7 num_cat=0 split_feature=0 4 4 5 0 4 split_gain=0.116339 0.89672 0.676909 0.26821 0.494471 0.285022 threshold=3.9500000000000005e-05 163.00000000000003 109.00000000000001 59.000000000000007 0.34927950000000002 126.00000000000001 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=0.079200165518057822 -0.092985014064777924 -0.079203812212616395 0.08453046261804753 -0.031061866994809284 -0.037952203539000307 0.0021166889589288055 leaf_weight=1.0729966881917778 0.78294575214385886 0.53584589064121235 0.96898090839385875 2.8427607780322459 0.49951611272990704 29.027045533835917 leaf_count=58 2 5 37 32 19 1059 internal_value=0.000163131 0.0264417 -0.00107592 0.00108255 0.0428674 -0.000842811 internal_weight=35.7301 1.60884 34.1212 33.3383 1.4685 31.8698 internal_count=1212 63 1149 1147 56 1091 is_linear=0 shrinkage=0.1 Tree=594 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 20 split_gain=0.0960061 0.269484 0.235449 0.616484 0.474838 0.420508 threshold=0.94603894095000018 0.90688898500000004 0.41494021885000004 0.48125046350000006 0.23075891465000004 0.79922031560000006 decision_type=10 10 8 8 10 10 left_child=1 2 4 -4 -1 -5 right_child=-2 -3 3 5 -6 -7 leaf_value=0.0086044114621071834 -0.04439825248536166 0.067340198685972824 0.0704976559223605 -0.0046909409693824886 -0.054515090916179024 0.046367692959022849 leaf_weight=2.5400956690773455 0.48220350593328376 0.59241209924220939 1.2911803573369978 20.165201687571443 2.2454131171107292 1.753249205648898 leaf_count=30 4 3 6 1149 13 7 internal_value=-0.000149405 0.000596967 -0.000815403 0.00334885 -0.021012 -0.000606779 internal_weight=29.0698 28.5876 27.9951 23.2096 4.78551 21.9185 internal_count=1212 1208 1205 1162 43 1156 is_linear=0 shrinkage=0.1 Tree=595 num_leaves=7 num_cat=0 split_feature=0 0 7 0 0 6 split_gain=0.0892464 0.202797 0.300182 0.155478 1.47463 0.799923 threshold=45.141901000000011 23.872839500000005 81.18975582857793 0.16056050000000002 0.19793400000000003 76.59940072320407 decision_type=10 10 8 10 8 10 left_child=1 3 -3 -1 -5 -6 right_child=-2 2 -4 4 5 -7 leaf_value=-0.0030477043457549867 0.034359615185171423 -0.076803871728017226 0.027805293814207245 0.14289782144256877 -0.055733735390606678 0.018345005576854166 leaf_weight=27.011209720030358 0.73890057299286027 0.79891122557455552 0.41774939186871063 0.7863521864402373 1.9725706195458776 5.5843791583620259 leaf_count=556 24 90 6 72 53 411 internal_value=-4.83226e-05 -0.000743516 -0.0408855 0.000637898 0.0125699 -0.000991572 internal_weight=37.3101 36.5712 1.21666 35.3545 8.3433 7.55695 internal_count=1212 1188 96 1092 536 464 is_linear=0 shrinkage=0.1 Tree=596 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00208247 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001719663811903 -0.075000167636014525 leaf_weight=0.0051528715921449475 0.0011281496579975681 leaf_count=16 1196 internal_value=0.0480595 internal_weight=0.00628102 internal_count=1212 is_linear=0 shrinkage=0.1 Tree=597 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 20 split_gain=0.120808 0.439034 0.301669 0.337341 0.5952 0.393478 threshold=0.83018951285000009 0.79922031560000006 0.85846023185000009 0.77990823500000006 0.34952334870000007 0.66340245080000015 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=0.056986847929969678 0.026981189821361884 -0.085840432164828562 0.046786798443262431 -0.081324506667696625 -0.032805719052446891 0.0010674289540010275 leaf_weight=1.7236278685013529 1.6129527948796738 0.59957746416330238 1.3507418185472477 0.52029031049460073 3.9589455761015415 25.6347420469756 leaf_count=30 13 3 11 5 28 1122 internal_value=0.000244267 -0.00103209 0.000500051 -0.00146371 -0.000136942 -0.00346401 internal_weight=35.4009 33.7879 33.1883 31.8376 31.3173 29.5937 internal_count=1212 1199 1196 1185 1180 1150 is_linear=0 shrinkage=0.1 Tree=598 num_leaves=7 num_cat=0 split_feature=4 4 4 8 3 4 split_gain=0.0954022 0.458071 0.418588 0.396863 0.392786 0.71837 threshold=5872.0000000000009 7243.5000000000009 3222.5000000000005 6.260304336777474 6.5000000000000009 343.00000000000006 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=0.00044308977547139475 0.075052088602075684 -0.060912878555534802 -0.079813424429468968 0.020576361947643753 0.03848479006529601 -0.071876069030984605 leaf_weight=20.693071667490599 0.94106434099376146 0.88471128500532392 0.67904340248969575 1.8418373929271181 2.368717835059214 1.4711945283052035 leaf_count=360 47 94 126 180 210 195 internal_value=-0.000172271 0.0148971 -0.00236443 -0.00586529 -0.000220731 -0.00435723 internal_weight=28.8796 3.66761 25.212 2.72655 24.533 22.1643 internal_count=1212 321 891 274 765 555 is_linear=0 shrinkage=0.1 Tree=599 num_leaves=7 num_cat=0 split_feature=9 6 10 9 9 0 split_gain=0.091279 0.166379 0.183522 0.163716 0.214796 0.554886 threshold=7.8397116616035101 127.0739043183693 35.000000000000007 7.5456810564319428 6.0876787784018074 15.033344500000002 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=0.0017684807440251566 -0.075825870091749417 0.047512261072276268 0.050807001594284112 0.039351266420829423 -0.058528796494638879 0.041423170108082802 leaf_weight=32.232464879833628 0.61715302325011023 0.21398849369057871 0.14049884624546394 1.0639906305109423 1.8191732540726655 0.79952600877732027 leaf_count=564 280 35 36 146 135 16 internal_value=-0.000107735 -0.0303515 -0.0523431 0.000710473 -0.000469213 -0.028012 internal_weight=36.8868 0.97164 0.757652 35.9152 34.8512 2.6187 internal_count=1212 351 316 861 715 151 is_linear=0 shrinkage=0.1 Tree=600 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.0019384 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001686830073744 -0.075000155487436326 leaf_weight=0.0050356682477286085 0.0010392875083509168 leaf_count=16 1196 internal_value=0.0493398 internal_weight=0.00607496 internal_count=1212 is_linear=0 shrinkage=0.1 Tree=601 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 21 split_gain=0.116071 0.740832 0.87872 0.570418 0.171889 0.560002 threshold=0.31027308865000008 0.34650010530000003 0.48408422815000002 0.54665185890000012 0.70258524785000009 0.77990823500000006 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=0.019611259720514761 -0.084234475342720633 0.11397748043591271 -0.082150076044121403 0.026580654346767898 0.0013282046617171485 -0.083496344881322127 leaf_weight=2.8397817116019723 1.0466096401214597 0.67706906795501709 0.84637006372213364 2.4318868704140186 26.480431492811491 0.80186639726161857 leaf_count=40 6 6 6 18 1132 4 internal_value=0.000228676 -0.00147625 0.00129654 -0.0011999 0.00110586 -0.00116491 internal_weight=35.124 32.2842 31.2376 30.5606 29.7142 27.2823 internal_count=1212 1172 1166 1160 1154 1136 is_linear=0 shrinkage=0.1 Tree=602 num_leaves=7 num_cat=0 split_feature=19 19 20 21 19 19 split_gain=0.0962095 0.337512 0.56814 0.513371 1.2225 0.627738 threshold=0.83003775260000012 0.63319291535000011 0.18647970780000003 0.68286743350000012 0.48125046350000006 0.41494021885000004 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=-0.092974444687523666 -0.017051049987943018 0.02875687184664362 -0.0047074092067190014 0.033587520321102439 -0.10730522722911735 0.087859610460526719 leaf_weight=0.68009171458811579 2.9959327280521384 3.9527502357959738 15.29335215312496 3.7193089947104445 1.1430760696530331 0.76945777237415391 leaf_count=24 13 15 1135 16 6 3 internal_value=-9.69986e-05 0.00189037 -0.00302494 -0.000101479 -0.00738386 -0.000273166 internal_weight=28.554 25.558 21.6053 20.9252 17.2059 16.0628 internal_count=1212 1199 1184 1160 1144 1138 is_linear=0 shrinkage=0.1 Tree=603 num_leaves=7 num_cat=0 split_feature=20 19 21 21 21 20 split_gain=0.0907093 0.170372 0.49038 0.148189 0.677092 0.584025 threshold=0.20344614855000001 0.83003775260000012 0.20495578030000003 0.62272809245000016 0.5633073943500001 0.79922031560000006 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=-0.021870736593397971 -0.085687768156841135 0.025695658637264758 0.0018549094068535821 -0.023843300641952659 0.077639516802452097 -0.093472930555368983 leaf_weight=1.8270565942620747 0.66942442115396261 2.5837220884859553 27.461026616379979 2.2642005421221247 1.158285904675721 0.65807708725333114 leaf_count=31 9 12 1134 17 4 5 internal_value=-0.000151878 0.00098857 -0.000993245 0.000804274 0.00271042 -0.000376067 internal_weight=36.6218 34.7947 32.211 31.5416 29.2774 28.1191 internal_count=1212 1181 1169 1160 1143 1139 is_linear=0 shrinkage=0.1 Tree=604 num_leaves=3 num_cat=0 split_feature=13 16 split_gain=0.000975318 2.29739e-06 threshold=27019.000000000004 2.0000000000000004 decision_type=8 10 left_child=1 -1 right_child=-2 -3 leaf_value=0.069942117990449554 -0.022995185685187311 0.074861537915534224 leaf_weight=0.0014162793581249389 0.0013951996623520202 0.0028791498622240397 leaf_count=47 1148 17 internal_value=0.0496452 0.0732395 internal_weight=0.00569063 0.00429543 internal_count=1212 64 is_linear=0 shrinkage=0.1 Tree=605 num_leaves=7 num_cat=0 split_feature=21 20 20 20 19 21 split_gain=0.115877 0.118741 0.714932 0.358155 0.402427 0.525989 threshold=0.11311668870000001 0.83018951285000009 0.70258524785000009 0.66340245080000015 0.58052914010000012 0.62272809245000016 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=0.037538249261065339 0.062660402341751006 0.025955441235030581 -0.082444990521385292 0.065825006961083871 -0.040197094031487933 -0.00071436683160712965 leaf_weight=0.8137284722251934 1.3766897879540918 1.5995415300130833 1.0672620218247164 0.82427944988012214 2.4099980024620882 26.879616010166512 leaf_count=22 14 13 7 6 18 1132 internal_value=0.000243563 -0.000644906 -0.00195176 0.000776274 -0.000972171 0.00237335 internal_weight=34.9711 34.1574 32.5578 31.4906 30.6663 28.2563 internal_count=1212 1190 1177 1170 1164 1146 is_linear=0 shrinkage=0.1 Tree=606 num_leaves=7 num_cat=0 split_feature=5 3 0 9 0 0 split_gain=0.0969718 0.209863 0.236523 0.296144 1.00498 0.351153 threshold=44852.000000000007 14.500000000000002 19.409948500000002 5.8354399440149409 0.0031780000000000007 0.00019500000000000002 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=-0.038584336351496155 0.035981066390340911 -0.036821212761165546 0.031618465851626455 0.00229129360752283 -0.084068471833733172 0.067495159761954748 leaf_weight=0.47289348694540867 0.72058663182087812 1.5583771393703489 2.2939692935906342 20.537317685360904 1.6451483225246191 0.91750989385764115 leaf_count=68 53 144 64 607 262 14 internal_value=-0.000230548 -0.00118199 0.000965132 -0.00201787 -0.0311719 0.0314162 internal_weight=28.1458 27.4252 25.8668 23.5729 3.03555 1.3904 internal_count=1212 1159 1015 951 344 82 is_linear=0 shrinkage=0.1 Tree=607 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.0915342 1.38152 0.54151 0.539704 0.503383 0.660136 threshold=0.030394000000000001 0.033085500000000004 0.00019500000000000002 0.037647000000000007 0.04603150000000001 0.055514500000000008 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=0.0145450427887457 0.1476261401791038 -0.080174717612734439 -0.056846022592650425 0.050416283848060364 -0.075775092824920023 0.00083183734620819816 leaf_weight=2.7056183379025915 0.63679641307681123 0.84116206599466892 1.7494811464557853 1.9324311145433082 1.1732296047266597 27.28205620032243 leaf_count=68 5 25 165 23 37 889 internal_value=-6.3633e-05 0.00181344 -0.0134896 -0.00115987 0.00102734 -0.00232672 internal_weight=36.3208 31.8657 4.4551 31.2289 30.3877 28.4553 internal_count=1212 979 233 974 949 926 is_linear=0 shrinkage=0.1 Tree=608 num_leaves=3 num_cat=0 split_feature=13 16 split_gain=0.000907795 2.76796e-06 threshold=27019.000000000004 2.0000000000000004 decision_type=8 10 left_child=1 -1 right_child=-2 -3 leaf_value=0.069355209528588271 -0.020067722045491093 0.074844579544807652 leaf_weight=0.001374352986395877 0.001401871631333762 0.0027698785715983831 leaf_count=47 1148 17 internal_value=0.0494936 0.0730241 internal_weight=0.0055461 0.00414423 internal_count=1212 64 is_linear=0 shrinkage=0.1 Tree=609 num_leaves=7 num_cat=0 split_feature=0 4 4 5 5 4 split_gain=0.114046 0.824772 0.609497 0.229655 0.697257 0.27113 threshold=3.9500000000000005e-05 163.00000000000003 109.00000000000001 1.0000000180025095e-35 59.000000000000007 126.00000000000001 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.078931150776034062 -0.091186075437593203 -0.078840356055289218 -0.076082106873514688 0.083266603649206794 -0.030358000433792578 0.0022298346180471755 leaf_weight=1.0099445547675703 0.73270857334136863 0.4931267350912093 0.38156102038919826 1.0211482346057881 2.8064803620800403 28.277455009254481 leaf_count=58 2 5 12 44 32 1059 internal_value=0.00022687 0.0271696 -0.000992202 0.00104204 0.00195864 -0.000712429 internal_weight=34.7224 1.50307 33.2194 32.4866 32.1051 31.0839 internal_count=1212 63 1149 1147 1135 1091 is_linear=0 shrinkage=0.1 Tree=610 num_leaves=7 num_cat=0 split_feature=4 4 8 4 3 4 split_gain=0.094845 0.411026 0.393395 0.373227 0.343915 0.634979 threshold=5872.0000000000009 7367.0000000000009 6.7932115067562515 3222.5000000000005 6.5000000000000009 343.00000000000006 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=1.7660893877542301e-05 0.069810048050479759 -0.048887225589769129 0.030287632278695065 -0.079175388397808522 0.0361953517587058 -0.070626738631794042 leaf_weight=20.089936362215681 0.98635531926993225 1.1671533111948522 1.3574170259116725 0.61886774831600533 2.3047218959982265 1.3583699668779434 leaf_count=360 60 145 116 126 210 195 internal_value=-0.000295872 0.0150705 -0.0063163 -0.0025095 -0.000512028 -0.00445641 internal_weight=27.8828 3.51093 2.52457 24.3719 23.753 21.4483 internal_count=1212 321 261 891 765 555 is_linear=0 shrinkage=0.1 Tree=611 num_leaves=7 num_cat=0 split_feature=0 4 4 0 0 7 split_gain=0.0873598 0.861394 0.665254 0.396633 1.18698 0.648714 threshold=3.9500000000000005e-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=-0.079009024311989945 0.092669560987774097 0.079163993809592631 -0.083066796109888236 0.13724543300610403 -0.0010605171854080519 0.035685832335177303 leaf_weight=0.98155335587091375 0.77445864677428744 0.53032127022743225 1.3799445260762007 0.63315427077759423 31.113315006221455 0.69003476977345091 leaf_count=58 2 5 81 5 974 87 internal_value=2.7073e-06 -0.0235266 0.00103111 -0.00106758 0.00169787 -0.0434802 internal_weight=36.1028 1.51187 34.5909 33.8164 31.7465 2.06998 internal_count=1212 63 1149 1147 979 168 is_linear=0 shrinkage=0.1 Tree=612 num_leaves=3 num_cat=0 split_feature=13 16 split_gain=0.000848851 2.96931e-06 threshold=27019.000000000004 2.0000000000000004 decision_type=8 10 left_child=1 -1 right_child=-2 -3 leaf_value=0.069045747252163725 -0.018147409782629857 0.074820134208086447 leaf_weight=0.0013607850410792821 0.0013869740094278882 0.0025768511534352001 leaf_count=47 1148 17 internal_value=0.0491279 0.0728246 internal_weight=0.00532461 0.00393764 internal_count=1212 64 is_linear=0 shrinkage=0.1 Tree=613 num_leaves=7 num_cat=0 split_feature=15 16 19 19 21 21 split_gain=0.108307 0.174234 0.106621 0.487733 0.481085 0.376497 threshold=4.5000000000000009 2.0000000000000004 0.16732172635000001 0.23075891465000004 0.32816394200000004 0.62272809245000016 decision_type=10 10 8 8 8 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.021956399425168079 -0.061794434878537322 0.071702693555762947 0.08616774013384898 -0.036086518071438908 0.0013767416938716354 0.043463051224955446 leaf_weight=1.8877494965418007 0.57081377662689092 0.11797195873805322 0.68184324353933334 3.1940998788923025 25.413495400673138 2.3196068741381159 leaf_count=14 94 96 6 24 958 20 internal_value=0.000322697 -0.0389297 0.00112983 0.00250858 0.000664175 0.00489686 internal_weight=34.1856 0.688786 33.4968 31.609 30.9272 27.7331 internal_count=1212 190 1022 1008 1002 978 is_linear=0 shrinkage=0.1 Tree=614 num_leaves=7 num_cat=0 split_feature=5 3 4 9 11 8 split_gain=0.0894444 0.176984 0.210429 0.263163 0.256236 0.230875 threshold=44852.000000000007 14.500000000000002 6106.0000000000009 6.0737362541350572 6.5000000000000009 5.2557369634631668 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=0.0016227227241166276 0.035054986262944739 -0.034706609039891749 -0.075808202390403728 0.074007275683400958 -0.026731064741490229 -0.031295450205226928 leaf_weight=21.432591946526387 0.69590191880979446 1.493933054842272 0.18658247392158833 1.0843164812540633 0.32913703925441962 2.3657971544705552 leaf_count=419 53 144 52 26 79 439 internal_value=-0.000341066 -0.00125702 0.000710481 0.0358146 0.0505493 -0.00164967 internal_weight=27.5883 26.8924 25.3984 1.60004 1.41345 23.7984 internal_count=1212 1159 1015 157 105 858 is_linear=0 shrinkage=0.1 Tree=615 num_leaves=7 num_cat=0 split_feature=20 20 21 19 19 21 split_gain=0.0811725 0.149957 0.321282 0.655227 0.720824 0.657411 threshold=0.20344614855000001 0.26125607545000001 0.30468621685000002 0.89730301130000012 0.76803983445000001 0.32816394200000004 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.020734978207551928 0.033735820404463483 -0.031860365806996326 0.091497000225422093 -0.10134537256475143 0.083925856347549191 -0.00083408232521776059 leaf_weight=1.8014793308403048 1.3476671315729616 2.9348291247151792 0.79386810213327408 0.59156332537531753 1.1117653045803297 26.952058570193923 leaf_count=31 6 18 3 3 5 1146 internal_value=-5.30136e-05 0.00105153 -0.000308632 0.00283572 0.00497137 0.0018077 internal_weight=35.5332 33.7318 32.3841 29.4493 28.8577 27.7459 internal_count=1212 1181 1175 1157 1154 1149 is_linear=0 shrinkage=0.1 end of trees feature_importances: duration=642 bytes_in=414 feature1=396 feature3=296 num_pkts_out=292 bytes_out=262 feature2=233 total_entropy=168 client_ciphers_count=166 entropy=149 byte_dist_std=129 byte_dist_mean=109 num_pkts_in=107 server_cipher=75 supported_groups_count=67 ec_point_formats_count=38 client_extensions_count=35 server_extensions_count=10 parameters: [boosting: gbdt] [objective: multiclass] [metric: multi_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.1] [num_leaves: 7] [num_threads: 84] [seed: 2019] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.9] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 16336] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 24091] [extra_trees: 0] [extra_seed: 10008] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 11432] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 6631] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 26301] [num_class: 4] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[] _network_Booster__need_reload_eval_info_train_data_nametraining_Booster__set_objective_to_nonebest_iterationK best_score collections defaultdict collections OrderedDictRvalid_0h.)R multi_loglossnumpy._core.multiarrayscalarnumpydtypef8R(K1?Rh6hS?Rh6h?Rh6h