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)}(_handleXdtree version=v4 num_class=4 num_tree_per_iteration=4 label_index=0 max_feature_idx=21 objective=multiclass num_class:4 feature_names=duration protocol num_pkts_in num_pkts_out bytes_in bytes_out byte_dist_mean byte_dist_std entropy total_entropy client_ciphers_count client_extensions_count client_key_length server_cipher server_extensions_count supported_groups_count ec_point_formats_count client_tls_version server_tls_version feature1 feature2 feature3 feature_infos=[0:660.07269399999996] [6:6] [1:2448] [0:1955] [108:414098] [0:301983] [0:141.38235294117646] [0:87.708603978410224] [0:7.7821577747241877] [0:7.999164527374381] [0:64] [0:26] [0:0] [0:52392] [0:6] [0:26] [0:3] [0:771] [0:771] [0:0.9967765623] [0:0.99972970829999996] [0:0.97435084660000004] tree_sizes=461 851 848 852 902 870 868 871 895 879 863 870 900 877 883 872 899 882 877 870 898 877 881 877 898 881 879 876 907 877 867 878 907 873 880 877 901 875 876 879 906 884 882 880 902 874 880 877 905 871 884 875 908 883 880 876 905 881 881 880 901 877 883 880 904 878 880 881 907 880 871 876 907 877 881 879 908 879 882 878 907 880 871 876 913 877 888 877 910 880 882 878 909 883 874 879 911 883 873 880 907 877 872 881 909 879 875 877 909 883 880 879 907 888 881 892 912 883 889 880 910 882 877 882 910 880 880 881 909 882 885 878 912 880 881 880 912 883 882 890 911 882 884 894 908 882 888 887 913 888 875 884 908 882 875 884 909 882 883 891 906 888 888 883 908 883 882 885 906 883 886 878 909 892 891 877 913 891 882 879 912 880 890 886 910 884 884 897 920 887 887 884 910 884 888 889 919 886 881 889 912 888 885 892 910 890 886 889 914 883 886 885 914 897 897 885 915 892 896 887 918 896 881 887 916 887 894 880 916 889 897 885 916 888 890 894 920 888 891 885 922 886 894 894 920 889 892 885 927 895 890 892 917 898 892 895 923 888 882 893 924 901 891 889 924 890 890 889 930 896 897 891 925 886 900 872 926 896 888 887 926 892 893 894 927 901 889 885 928 882 894 891 923 890 887 886 926 906 900 884 929 890 896 897 926 894 900 884 929 886 884 882 929 890 895 893 933 884 882 883 931 887 888 895 931 895 891 901 935 896 884 897 934 899 886 887 929 897 881 880 929 901 892 886 934 901 884 883 933 900 891 885 928 890 893 895 932 884 885 890 928 902 888 901 932 902 897 891 934 897 887 888 936 908 894 887 937 891 887 899 935 896 897 899 937 883 898 891 935 902 885 897 938 887 896 898 935 886 888 893 936 890 895 881 938 894 896 891 941 903 890 900 938 904 893 885 941 908 886 886 942 887 897 902 942 892 901 888 941 904 891 901 939 886 900 894 941 905 895 890 940 903 891 900 950 887 891 884 942 894 895 886 940 893 900 886 943 893 890 884 943 906 891 889 944 894 903 901 944 907 892 907 945 902 896 892 947 893 897 890 945 910 898 888 951 893 903 891 949 898 896 892 951 880 901 895 948 897 898 889 950 890 898 889 831 903 892 902 833 898 903 890 720 897 895 889 720 891 899 908 720 903 897 900 720 901 897 890 606 894 898 889 601 900 890 901 605 887 898 892 603 893 904 891 492 894 901 893 491 890 898 904 493 894 892 907 492 902 901 897 493 894 893 907 491 904 895 901 378 902 898 896 378 896 895 903 377 892 893 894 378 887 900 896 377 894 896 907 378 891 901 894 377 892 904 894 Tree=0 num_leaves=3 num_cat=0 split_feature=19 0 split_gain=909.75 2.84217e-14 threshold=1.0000000180025095e-35 50.271603500000005 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=-1.0862943514445775 -1.4862943407521043 -1.4862943407521043 leaf_weight=75.812502384185791 220.02393212169409 7.4135688543319693 leaf_count=17 1180 16 internal_value=-1.38629 -1.48629 internal_weight=303.25 227.438 internal_count=1213 1196 is_linear=0 shrinkage=1 Tree=1 num_leaves=7 num_cat=0 split_feature=13 0 0 10 0 0 split_gain=117.207 182.216 66.0128 40.2314 35.9574 29.4492 threshold=50796.000000000007 2.7446330000000003 0.0042115000000000008 47.000000000000007 1.0733535000000003 3.5000000000000004e-05 decision_type=8 8 10 10 8 10 left_child=3 2 5 -1 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-1.4619655918375363 -1.2150262386542559 -1.4266978915773407 -1.1504720877442172 -1.0862943421181461 -1.4862943506780215 -1.473690380809086 leaf_weight=141.6765309497714 7.3157487884163883 81.203924052417278 52.66679635643959 5.5706086158752415 3.767080783843995 11.04931381344795 leaf_count=239 62 287 526 64 8 27 internal_value=-1.38629 -1.32437 -1.2074 -1.44871 -1.24767 -1.37065 internal_weight=303.25 152.236 71.0319 151.014 9.33769 18.3651 internal_count=1213 902 615 311 72 89 is_linear=0 shrinkage=1 Tree=2 num_leaves=7 num_cat=0 split_feature=0 9 4 5 0 4 split_gain=165.169 120.266 65.2258 29.1396 27.475 18.3712 threshold=2.7446330000000003 7.9324736888346079 23996.500000000004 13540.000000000002 20.176897000000004 126.00000000000001 decision_type=8 8 8 8 10 10 left_child=5 4 -3 -4 -2 -1 right_child=1 2 3 -5 -6 -7 leaf_value=-1.3215116328979002 -1.4405590998702646 -1.1081993923233502 -1.4645370526691608 -1.2557209496572206 -1.2842782814631797 -1.4606169191752632 leaf_weight=10.099216789007185 48.516196988523006 31.788451820611954 8.4986743181943876 31.27607735991478 14.645052492618559 158.42633359134197 leaf_count=64 122 85 36 103 64 739 internal_value=-1.38629 -1.30375 -1.21499 -1.30034 -1.40432 -1.45228 internal_weight=303.25 134.724 71.5632 39.7748 63.1612 168.526 internal_count=1213 410 224 139 186 803 is_linear=0 shrinkage=1 Tree=3 num_leaves=7 num_cat=0 split_feature=0 10 9 0 3 3 split_gain=156.306 120.093 116.853 72.1505 54.9079 41.3165 threshold=4.6811795000000016 35.000000000000007 7.3929686375397736 17.877716500000002 2.5000000000000004 1.5000000000000002 decision_type=8 10 10 8 10 8 left_child=4 2 3 -2 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-1.3936923756308692 -1.1267814179379774 -1.0862943493218071 -1.4729327497743778 -1.3482164596525503 -1.4743648679969368 -1.1378246575210547 leaf_weight=28.476242639124393 25.147896111011505 21.660714507102966 42.289966717362404 35.466972567141056 142.10044523328543 8.1077655851840955 leaf_count=218 60 46 145 129 588 27 internal_value=-1.38629 -1.30031 -1.34536 -1.25635 -1.44624 -1.33699 internal_weight=303.25 124.566 102.905 60.6149 178.684 36.584 internal_count=1213 380 334 189 833 245 is_linear=0 shrinkage=1 Tree=4 num_leaves=7 num_cat=0 split_feature=19 0 13 13 0 2 split_gain=665.848 0.00242715 0.00262203 0.00223527 0.00176198 0.000878699 threshold=1.0000000180025095e-35 0.029193500000000004 27019.000000000004 50796.000000000007 3.0961255000000008 7.5000000000000009 decision_type=8 8 8 8 10 8 left_child=-1 3 4 -2 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.22897107716381973 -0.099335119432891833 -0.099488696392736164 -0.096316417990717482 -0.097267811269944007 -0.097113317846736658 -0.096809745266845423 leaf_weight=89.059187412261963 6.7415235936641693 5.5281402543187141 52.250354513525963 23.330308251082901 7.1766799166798592 116.8468280211091 leaf_count=17 57 34 316 163 19 607 internal_value=-0.000459894 -0.0968991 -0.0967614 -0.0977313 -0.0981469 -0.0966573 internal_weight=300.933 211.874 181.802 30.0718 12.7048 169.097 internal_count=1213 1196 976 220 53 923 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=7 num_cat=0 split_feature=21 0 0 2 9 0 split_gain=98.9354 209.274 40.3533 24.4667 38.822 22.4107 threshold=0.87646589255000007 2.7446330000000003 0.0078335000000000019 6.5000000000000009 7.4879473004099131 30.014043500000003 decision_type=8 8 10 10 10 8 left_child=-1 2 -2 4 -4 -3 right_child=1 5 3 -5 -6 -7 leaf_value=-0.087144222309763861 0.022961593386340295 -0.081674575805165406 0.16455386960895077 0.22124187233451753 -0.10302115016565359 0.030677981913566285 leaf_weight=90.694906160235405 22.548860102891922 86.44147764146328 25.778085112571716 46.446104392409325 6.8667451143264762 22.342467650771141 leaf_count=83 113 227 213 446 14 117 internal_value=0.000165577 0.037797 0.140969 0.174613 0.10827 -0.0585992 internal_weight=301.119 210.424 101.64 79.0909 32.6448 108.784 internal_count=1213 1130 786 673 227 344 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=7 num_cat=0 split_feature=0 9 10 8 3 19 split_gain=131.592 82.7982 45.5604 24.0632 38.802 17.5847 threshold=2.7446330000000003 7.9324736888346079 35.000000000000007 5.1998592407613584 6.5000000000000009 0.048263919150000008 decision_type=8 8 8 10 10 10 left_child=-1 3 -3 4 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-0.061900968334066803 -0.04642143691742262 0.19841070478347467 -0.09842663786317013 -0.064581237767491612 0.21368464129439679 0.083432496377744428 leaf_weight=159.97428864985704 13.529906652867796 48.662694558501244 6.8612828031182316 38.532418221235275 9.9552346765995008 23.622844755649567 leaf_count=803 61 135 16 101 24 73 internal_value=0.00019575 0.0705667 0.13836 -0.0159514 0.0638362 0.0425001 internal_weight=301.139 141.164 79.1468 62.0176 23.4851 30.4841 internal_count=1213 410 224 186 85 89 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=7 num_cat=0 split_feature=0 9 10 0 2 8 split_gain=124.862 90.7525 60.1721 45.1641 40.0948 34.0011 threshold=2.5082350000000004 7.9324736888346079 35.000000000000007 23.872839500000005 5.5000000000000009 6.0124073458263707 decision_type=8 8 8 10 10 10 left_child=4 3 -3 -2 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.016030938165089163 0.18735281104374304 -0.092477170223495261 0.094020816077956065 -0.016484141732210758 -0.090651021677631408 0.22895151894102217 leaf_weight=36.044332340359688 57.292871758341789 39.932703651487827 30.52383703738451 13.415165178477762 117.16807672381401 6.7218020260334006 leaf_count=284 130 135 89 61 498 16 internal_value=9.82807e-05 0.0686423 -0.0116808 0.14868 -0.0604015 0.0224744 internal_weight=301.099 141.165 70.4565 70.708 159.934 42.7661 internal_count=1213 415 224 191 798 300 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=7 num_cat=0 split_feature=19 0 13 0 5 0 split_gain=517.154 0.00613827 0.00467453 0.00449127 0.00200973 0.00112555 threshold=1.0000000180025095e-35 0.029193500000000004 27019.000000000004 3.0961255000000008 3159.5000000000005 19.479614000000002 decision_type=8 8 8 10 8 10 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.18807256404585238 -0.09525218818752107 -0.098042971872754625 -0.093730871918508152 -0.094144316747871201 -0.097787714456236283 -0.094522350991609591 leaf_weight=96.940925121307373 24.838041432201866 5.3457117006182671 135.27227728813887 6.6068780198693275 3.5761794671416274 20.71947256475687 leaf_count=17 207 34 802 19 13 121 internal_value=-0.00091172 -0.094212 -0.093982 -0.095888 -0.0955713 -0.093836 internal_weight=293.299 196.359 167.944 11.9526 28.4142 155.992 internal_count=1213 1196 976 53 220 923 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=7 num_cat=0 split_feature=21 0 0 0 0 0 split_gain=81.2265 155.714 29.6693 20.0583 19.1464 16.3873 threshold=0.87646589255000007 2.7446330000000003 0.0078335000000000019 26.129646000000005 45.141901000000011 3.5000000000000004e-05 decision_type=8 8 10 8 10 10 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=-0.083319973002102504 0.12878764275656115 -0.079324664550503077 0.14379080059795588 0.095804994750001302 -0.084408303443213178 -0.046032629662400668 leaf_weight=83.509950138628483 8.3531946316361445 78.90219385176897 85.597236774861813 14.81387957185507 9.7924680113792402 14.973518930375574 leaf_count=83 62 219 673 100 25 51 internal_value=0.000237729 0.0330853 0.116546 -0.0547415 0.0240864 0.0165697 internal_weight=295.942 212.432 108.924 103.509 24.6063 23.3267 internal_count=1213 1130 786 344 125 113 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=7 num_cat=0 split_feature=0 9 4 5 8 3 split_gain=105.046 59.514 28.2329 21.4067 20.051 29.365 threshold=2.7446330000000003 7.9324736888346079 23338.500000000004 13540.000000000002 5.1998592407613584 6.5000000000000009 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=-0.057788571039603692 -0.04390117543566717 0.17858771977480506 -0.079390268112848827 0.095545207603587826 -0.060787852877295247 0.1775655712005845 leaf_weight=151.31695920974016 13.192958980798723 38.66725766658783 8.6304231509566289 36.916350208222866 36.595283046364784 10.961403220891951 leaf_count=803 61 79 40 105 101 24 internal_value=0.000491926 0.0613267 0.115747 0.0623976 -0.0141131 0.0566018 internal_weight=296.281 144.964 84.214 45.5468 60.7496 24.1544 internal_count=1213 410 224 145 186 85 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=7 num_cat=0 split_feature=0 10 9 2 0 8 split_gain=100.234 67.4711 85.6257 35.1791 35.1681 25.1352 threshold=2.5082350000000004 35.000000000000007 7.3929686375397736 5.5000000000000009 17.877716500000002 6.0124073458263707 decision_type=8 10 10 10 8 8 left_child=3 2 4 5 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.015174759233093933 0.16669721527500508 0.19805684264440437 -0.083056022589632544 -0.087256026661115649 0.026681944907703949 0.18725585918570009 leaf_weight=35.781777963042259 34.286491729319096 28.330422282218933 44.495567359030247 108.03495202958584 37.624526314437389 7.402800351381301 leaf_count=284 67 48 171 498 129 16 internal_value=0.000173352 0.0596583 0.0259756 -0.0567616 0.0934399 0.0195264 internal_weight=295.957 144.737 116.407 151.22 71.911 43.1846 internal_count=1213 415 367 798 196 300 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=7 num_cat=0 split_feature=19 0 13 5 3 0 split_gain=416.584 0.0116477 0.00485651 0.00412552 0.00399477 0.00210792 threshold=1.0000000180025095e-35 0.0078335000000000019 27019.000000000004 5231.0000000000009 5.5000000000000009 30.113607500000004 decision_type=8 8 8 10 8 10 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.16184669540160382 -0.093602937144046813 -0.096262633186392721 -0.091414087131745092 -0.092254985796339395 -0.097327818987140033 -0.09273419586137889 leaf_weight=100.5417537689209 15.374228566884996 4.0018509402871132 137.93222381919622 7.1720502153038979 3.5425930619239798 13.258487351238726 leaf_count=17 100 20 940 33 13 90 internal_value=-0.0014082 -0.0919521 -0.0916785 -0.0936903 -0.0943005 -0.0915299 internal_weight=281.823 181.281 162.365 11.1739 18.9168 151.191 internal_count=1213 1196 1083 53 113 1030 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=7 num_cat=0 split_feature=13 0 7 0 7 13 split_gain=68.7868 68.2674 30.386 27.5352 23.9747 26.5015 threshold=50796.000000000007 2.7446330000000003 73.565496186226582 0.0042115000000000008 75.211620967373349 49199.500000000007 decision_type=8 8 10 10 10 10 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.087546766698242684 0.00016228687363974812 -0.058010715342470036 0.11328782351984751 0.13420491581559041 0.057279263512496528 -0.09469063407417562 leaf_weight=80.235521763563156 19.832230880856514 59.08198481798172 12.556132450699804 67.43288741260767 31.036316335201263 18.206654995679855 leaf_count=103 89 197 90 526 170 38 internal_value=0.000268704 0.0443547 -0.0279869 0.103742 -0.0538361 0.00109128 internal_weight=288.382 158.903 71.6381 87.2651 129.478 49.243 internal_count=1213 902 287 615 311 208 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=7 num_cat=0 split_feature=0 5 10 3 19 0 split_gain=84.2189 45.9205 18.7969 29.0595 15.8056 29.7325 threshold=2.7446330000000003 10692.000000000002 35.000000000000007 6.5000000000000009 1.0000000180025095e-35 0.084130500000000011 decision_type=8 10 10 8 8 10 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.092175356402820818 -0.052178088425229724 0.13399741120349992 -0.092673400214012006 0.073441558994225178 0.028088300026758689 -0.093625813149460363 leaf_weight=61.302323341369629 27.265328399837017 48.250730864703655 13.952469795942305 56.731985978782177 46.029329054057598 35.587170019745827 leaf_count=17 104 104 36 166 365 421 internal_value=0.0007842 0.0541468 0.0148118 0.0326657 -0.0538037 -0.0249826 internal_weight=289.119 146.201 97.9498 83.9973 142.919 81.6165 internal_count=1213 410 306 270 803 786 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=7 num_cat=0 split_feature=0 10 9 3 8 4 split_gain=81.0799 50.1426 69.2207 29.6171 26.2524 25.0433 threshold=2.5082350000000004 35.000000000000007 7.3929686375397736 2.5000000000000004 4.4954850976912946 163.00000000000003 decision_type=8 10 10 10 10 10 left_child=3 2 4 5 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.051179995214093048 0.030573724428512267 0.16875266239311523 -0.080119214604169084 -0.079792928689914791 0.15124128788791638 0.11632306772147952 leaf_weight=19.589461028575897 43.089678086340427 29.704313695430756 41.605846367776394 106.49361477047205 31.001295335590839 16.39685270190239 leaf_count=165 140 48 171 557 56 76 internal_value=0.000321829 0.0528561 0.0231005 -0.0532896 0.0810637 0.0251413 internal_weight=287.881 145.401 115.697 142.48 74.091 35.9863 internal_count=1213 415 367 798 196 241 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=7 num_cat=0 split_feature=19 0 13 5 5 0 split_gain=341.606 0.0124285 0.00550771 0.00421866 0.00417495 0.00163077 threshold=1.0000000180025095e-35 0.0078335000000000019 27019.000000000004 2454.5000000000005 5275.5000000000009 30.113607500000004 decision_type=8 8 8 10 10 10 left_child=-1 3 4 -2 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.14313936321551476 -0.091769876413690221 -0.094298551265596262 -0.0894263982203993 -0.095758248546069402 -0.090241084147593534 -0.090636450481182587 leaf_weight=100.84385633468628 14.520659036934378 4.3108847141265869 126.36396899446845 3.2446675002574912 6.159231036901474 12.213940888643263 leaf_count=17 102 27 940 11 26 90 internal_value=-0.0021601 -0.0899981 -0.0897001 -0.0924983 -0.0919117 -0.089533 internal_weight=267.657 166.813 149.048 17.7653 10.4701 138.578 internal_count=1213 1196 1083 113 53 1030 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=7 num_cat=0 split_feature=13 0 7 0 10 0 split_gain=56.9539 52.3061 25.3995 21.6246 21.3817 18.5604 threshold=50796.000000000007 2.7446330000000003 73.565496186226582 0.0042115000000000008 47.000000000000007 3.5000000000000004e-05 decision_type=8 8 10 10 10 10 left_child=4 3 -3 5 -1 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.063674453293944042 0.1062361450011621 -0.054546347448290816 0.099522425810263382 0.11731322045433452 0.087902368135316933 -0.087817935731406796 leaf_weight=111.51211151480675 8.9232574328780192 56.061953395605087 13.224351741373537 68.907206811010838 10.153690218925474 11.010590769350527 leaf_count=239 62 197 90 526 72 27 internal_value=0.000410935 0.0399862 -0.02514 0.0907775 -0.0510245 -0.000950889 internal_weight=279.793 158.127 69.2863 88.8411 121.666 19.9338 internal_count=1213 902 287 615 311 89 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=7 num_cat=0 split_feature=0 10 3 4 20 0 split_gain=68.2275 38.1552 44.2996 22.9763 14.52 26.4668 threshold=2.7446330000000003 35.000000000000007 6.5000000000000009 24937.000000000004 1.0000000180025095e-35 0.084130500000000011 decision_type=8 10 8 8 8 10 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.089653312976337815 -0.049148852550613159 -0.091522981592691316 0.13814056976955147 0.042905503441522386 0.025507184599048795 -0.091551870366919252 leaf_weight=55.281297445297241 26.199831813573837 17.219304323196411 57.92778106033802 45.021946407854557 46.665582105517387 32.954772502183914 leaf_count=17 104 47 124 135 365 421 internal_value=0.00102143 0.0483041 0.066947 0.0964924 -0.0502804 -0.0229434 internal_weight=281.271 146.369 129.15 102.95 134.902 79.6204 internal_count=1213 410 363 259 803 786 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=7 num_cat=0 split_feature=0 3 2 0 8 6 split_gain=65.9929 42.1929 29.6498 27.4492 17.8499 14.2663 threshold=2.5082350000000004 71.500000000000014 5.5000000000000009 17.877716500000002 6.0124073458263707 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=-0.011600142669444695 0.13178315893912795 -0.09478534050317361 -0.081838045259271477 0.0076817033746186016 0.15558560523392898 0.038934479718641606 leaf_weight=34.614820912480354 55.477988518774509 18.202315904200077 91.73053714632988 47.14622063934803 7.8308492600917807 23.583075255155563 leaf_count=284 103 65 498 185 16 62 internal_value=0.000631377 0.0475461 -0.0498614 0.0680739 0.0192441 0.104087 internal_weight=278.586 144.41 134.176 126.207 42.4457 79.0611 internal_count=1213 415 798 350 300 165 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=19 0 13 0 5 0 split_gain=284.99 0.0126737 0.00744213 0.00576694 0.00518526 0.00238712 threshold=1.0000000180025095e-35 0.0078335000000000019 27019.000000000004 3.0961255000000008 2424.0000000000005 30.053426000000005 decision_type=8 8 8 10 8 8 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.12960021812723194 -0.090124718685674676 -0.093242301263138261 -0.087618216782698335 -0.088403868434918764 -0.094635056809792922 -0.088669823147856333 leaf_weight=98.569894313812256 13.495059188455345 4.6821926012635231 99.116015255451202 5.1984036639332771 3.1424279212951651 27.595598820596933 leaf_count=17 102 34 859 19 11 171 internal_value=-0.00304347 -0.0883708 -0.0880534 -0.0906967 -0.0909766 -0.0878472 internal_weight=251.8 153.23 136.592 9.8806 16.6375 126.712 internal_count=1213 1196 1083 53 113 1030 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=21 0 2 7 0 0 split_gain=49.0229 77.7187 18.2868 25.4211 14.5578 12.0373 threshold=0.87646589255000007 2.7446330000000003 6.5000000000000009 72.192781170150241 17.877716500000002 45.141901000000011 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.074601157213743108 0.074054957493077903 -0.07421388046318049 0.11704766363520969 -0.083129632450747823 0.060770666670030754 -0.080932534616439206 leaf_weight=65.633884407579899 45.007606610655785 60.116681806743145 59.082790061831474 13.3382371366024 18.178541198372844 8.9442637562751752 leaf_count=83 295 200 466 35 109 25 internal_value=0.000601995 0.0247185 0.0778323 0.0381215 -0.0467753 0.0140413 internal_weight=270.302 204.668 117.429 58.3458 87.2395 27.1228 internal_count=1213 1130 796 330 334 134 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=7 num_cat=0 split_feature=0 10 3 4 20 0 split_gain=56.0104 31.5208 35.1349 17.4058 13.2521 23.4639 threshold=2.7446330000000003 35.000000000000007 6.5000000000000009 149.00000000000003 1.0000000180025095e-35 0.084130500000000011 decision_type=8 10 10 10 8 10 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.087517334200675617 0.048895381004071412 -0.089505976104575613 0.10406083428200358 -0.06593436873508389 0.022731495176743676 -0.089833720852307342 leaf_weight=49.556833744049072 29.873908489942551 15.79928809404373 75.53133736550808 23.651041612029076 47.294408559799194 30.434384673833847 leaf_count=17 79 47 183 101 365 421 internal_value=0.00128962 0.0438161 0.0601376 -0.00184438 -0.047107 -0.0213429 internal_weight=272.141 144.856 129.056 53.525 127.286 77.7288 internal_count=1213 410 363 180 803 786 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 8 split_gain=53.8227 42.3406 38.8591 17.022 19.2172 12.6312 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 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=-0.088029761414311736 -0.045554455605110039 0.13404143050346282 -0.078583470474312023 0.1831595796384109 -0.060824639259244841 0.046554800135967078 leaf_weight=54.279454544186592 24.366776593029499 29.801157634705305 42.293507400900126 9.4322901964187604 12.357131958007811 96.528658457100391 leaf_count=130 204 62 256 16 75 470 internal_value=0.00093907 0.0234234 0.00560218 0.0305558 0.0462302 0.0343686 internal_weight=269.059 214.78 184.978 142.685 118.318 108.886 internal_count=1213 1083 1021 765 561 545 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=7 num_cat=0 split_feature=19 0 13 0 5 0 split_gain=239.653 0.00917316 0.00742004 0.0062836 0.00309372 0.0024462 threshold=1.0000000180025095e-35 0.0078335000000000019 27019.000000000004 2.5082350000000004 2454.5000000000005 30.053426000000005 decision_type=8 8 8 8 10 8 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.11926808014350945 -0.088480021893410338 -0.091994050919529113 -0.086111073822474016 -0.086767026292815505 -0.092112119496908465 -0.087220979434184207 leaf_weight=94.358764171600342 12.435855552554129 4.4703680425882331 90.244823317974806 4.7367413341999063 2.8901428878307334 25.45929466560483 leaf_count=17 102 34 859 19 11 171 internal_value=-0.00394916 -0.086856 -0.0865727 -0.0893049 -0.089165 -0.0863553 internal_weight=234.596 140.237 124.911 9.20711 15.326 115.704 internal_count=1213 1196 1083 53 113 1030 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=7 num_cat=0 split_feature=13 0 10 7 0 0 split_gain=41.2908 31.7553 23.91 20.4213 16.9059 15.1971 threshold=50796.000000000007 2.7446330000000003 50.000000000000007 73.565496186226582 0.0042115000000000008 3.5000000000000004e-05 decision_type=8 8 10 10 10 10 left_child=2 4 -1 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.059354747339311724 0.086105215076801564 -0.048432014022694314 0.1290251169443094 0.08920886313610113 0.096977525318456867 -0.087782540930636643 leaf_weight=99.893729001283646 9.3722897619009036 50.641793332993984 7.2249938547611228 13.694041922688482 68.271415747702122 10.837988324463366 leaf_count=247 62 197 64 90 526 27 internal_value=0.000955597 0.0343243 -0.0466488 -0.0191348 0.0731949 -0.00714404 internal_weight=259.936 152.818 107.119 64.3358 88.4817 20.2103 internal_count=1213 902 311 287 615 89 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=7 num_cat=0 split_feature=0 5 10 13 19 0 split_gain=44.4514 26.8914 17.4777 22.6325 12.5103 20.9648 threshold=2.7446330000000003 30124.500000000004 35.000000000000007 50796.000000000007 1.0000000180025095e-35 0.084130500000000011 decision_type=8 10 10 8 8 10 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.085722846787114962 0.11674412149674679 0.1262522332524256 -0.087501262744701699 0.0054390778468401263 0.021557167487849332 -0.087929718010969521 leaf_weight=44.248316764831543 24.015993148088455 28.392644703388214 13.918527692556379 76.335678786039352 47.551581032574177 27.663399245589972 leaf_count=17 48 55 46 261 365 421 internal_value=0.00146959 0.0391529 0.0175114 0.0320764 -0.0435318 -0.0187111 internal_weight=262.126 142.663 114.27 100.352 119.463 75.215 internal_count=1213 410 355 309 803 786 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=7 num_cat=0 split_feature=13 10 3 4 4 4 split_gain=46.29 33.81 24.9739 17.4112 18.0179 15.1978 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 168.50000000000003 1149.0000000000002 24937.000000000004 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=-0.086425462869792302 -0.042265044153683928 0.12181716892679036 -0.066534390346115135 0.094104130594389601 0.0037519377673157655 0.050168519422249008 leaf_weight=48.970691308379173 23.533680431544781 28.982937306165695 53.948344312608242 50.210725106298923 39.382709637284279 14.068859495222567 leaf_count=130 204 62 349 193 225 50 internal_value=0.00113025 0.0215353 0.00549032 0.0342813 0.0543879 -0.0423952 internal_weight=259.098 210.127 181.144 113.127 89.5934 68.0172 internal_count=1213 1083 1021 622 418 399 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=7 num_cat=0 split_feature=19 13 3 4 10 18 split_gain=204.301 0.00641432 0.00780056 0.00373663 0.00221924 0.00324025 threshold=1.0000000180025095e-35 27019.000000000004 21.000000000000004 126.00000000000001 32.000000000000007 1.0000000180025095e-35 decision_type=8 8 10 8 10 8 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.11151485829989374 -0.091255352872390796 -0.087638920192200889 -0.08523662724983494 -0.085077387945173749 -0.084301079631810369 -0.086310159760933827 leaf_weight=89.025077342987061 4.3520821034908295 7.3350008390843859 4.2622964382171631 61.431328516453505 18.278013743460178 32.655078493058681 leaf_count=17 34 67 19 697 150 229 internal_value=-0.00488364 -0.0856418 -0.0882774 -0.0854521 -0.0853094 -0.0855053 internal_weight=217.339 128.314 8.61438 119.699 112.364 94.0864 internal_count=1213 1196 53 1143 1076 926 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=19 0 2 11 0 0 split_gain=36.3173 53.24 14.6093 16.3543 11.6503 10.5686 threshold=0.16732172635000001 2.5082350000000004 8.5000000000000018 11.500000000000002 17.877716500000002 0.0042115000000000008 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=-0.082468938457912061 -0.0074507778854005016 -0.06785543707449633 0.11150652718843027 -0.10973262314287945 0.0030887621593058269 0.080479621036916582 leaf_weight=42.803593493998051 19.891257487237453 52.91680571809411 42.320131309330463 6.8423784375190726 41.146122675389051 43.697307519614697 leaf_count=26 89 205 356 13 201 323 internal_value=0.00137453 0.0187273 0.0650697 0.037167 -0.0368222 0.0529739 internal_weight=249.618 206.814 112.751 70.4309 94.0629 63.5886 internal_count=1213 1187 781 425 406 412 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=7 num_cat=0 split_feature=19 9 4 5 13 5 split_gain=36.232 34.9981 12.2505 20.3046 13.8769 11.2352 threshold=0.048263919150000008 7.9532439502072663 126.00000000000001 63.000000000000007 27019.000000000004 141641.50000000003 decision_type=8 8 10 10 8 8 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.08517258581720305 -0.10199129073012883 0.067290002722850156 0.12913129711516746 0.17376625225228795 -0.039265329077842893 0.14775611364626587 leaf_weight=40.520536802709103 4.0286467969417554 85.794914484024048 5.5108225494623184 7.9185956865549088 104.97049678489566 3.3135638535022727 leaf_count=20 38 247 31 29 839 9 internal_value=0.0014541 0.0180477 -0.0155507 0.08078 -0.0256644 -0.0335423 internal_weight=252.058 211.537 125.742 11.9472 113.795 108.284 internal_count=1213 1193 946 67 879 848 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 0 split_gain=39.9482 27.4053 30.1217 12.0067 14.0295 10.8385 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 168.50000000000003 1.0000000180025095e-35 4.6811795000000016 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=-0.085076030659582358 -0.03976837128244351 0.11231505662937043 -0.075005692023384432 0.15637531403538404 0.0046097416034526903 0.069908819829801946 leaf_weight=43.972665920853615 22.825077012181282 27.7788046002388 36.828306164592505 9.4436144828796369 67.282833680510521 40.852749854326248 leaf_count=130 204 62 256 16 451 94 internal_value=0.00141287 0.0199638 0.00548897 0.0266029 0.0394872 0.0292792 internal_weight=248.984 205.011 177.233 140.404 117.579 108.136 internal_count=1213 1083 1021 765 561 545 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=7 num_cat=0 split_feature=19 0 13 0 0 0 split_gain=174.144 0.00798583 0.00602317 0.00575242 0.00323376 0.00228424 threshold=1.0000000180025095e-35 0.0078335000000000019 27019.000000000004 3.0961255000000008 17.877716500000002 3.5000000000000004e-05 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=0.10510140855816806 -0.084790745147443336 -0.089509993614530797 -0.083639661209162663 -0.084118836926257545 -0.084955107272618943 -0.087653864164658243 leaf_weight=82.606688022613525 3.9603367336094371 4.024155531078577 70.393811397254467 3.8947046622633934 25.442282792180777 9.4014829285442811 leaf_count=17 62 34 833 19 197 51 internal_value=-0.00608233 -0.0845042 -0.0842079 -0.0868585 -0.0839889 -0.0868053 internal_weight=199.723 117.117 103.755 7.91886 95.8361 13.3618 internal_count=1213 1196 1083 53 1030 113 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=7 num_cat=0 split_feature=19 0 2 7 4 5 split_gain=30.9438 42.9194 12.4134 18.6553 11.4955 13.902 threshold=0.16732172635000001 2.7446330000000003 6.5000000000000009 72.192781170150241 395.00000000000006 126.00000000000001 decision_type=8 8 10 10 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.080862521882117233 0.05665313841339617 -0.050542997432454301 0.091790222673433022 -0.081205956100156781 -0.045333189479028847 0.22161413312019357 leaf_weight=38.150236174464226 42.974099896848202 3.7974011972546569 56.162588357925415 12.721766524016855 81.528164971619844 3.7111493945121765 leaf_count=26 285 14 466 35 351 36 internal_value=0.00169995 0.0173787 0.0586161 0.0251641 -0.0344287 0.0839724 internal_weight=239.045 200.895 111.858 55.6959 89.0367 7.50855 internal_count=1213 1187 786 320 401 50 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=7 num_cat=0 split_feature=19 9 0 13 0 5 split_gain=30.9646 27.3208 14.1108 11.2266 13.9335 26.7345 threshold=0.048263919150000008 7.9532439502072663 20.176897000000004 27019.000000000004 0.0042115000000000008 56.000000000000007 decision_type=8 10 8 8 10 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.083957699668364902 0.10716012886207807 0.075759142174355962 0.038523165433107631 -0.097977361900353804 -0.053987972034042223 0.14317860526293491 leaf_weight=35.998697549104691 5.8845131173729897 56.590616028755903 48.715398065745831 7.9265291318297413 77.092686355113983 10.944084681570528 leaf_count=20 31 174 153 67 744 24 internal_value=0.00164673 0.0165229 -0.00574166 -0.0269142 -0.0351357 0.041882 internal_weight=243.153 207.154 150.563 101.848 95.9633 18.8706 internal_count=1213 1193 1019 866 835 91 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=7 num_cat=0 split_feature=13 10 9 4 5 8 split_gain=34.4742 23.1659 25.8028 9.92398 11.6164 10.676 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 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=-0.083830046573870179 -0.036978185784106159 0.10577616463256437 -0.072729326044728121 0.14350619436137524 -0.061744352258834435 0.038016856982200392 leaf_weight=39.346075665205717 22.136683739721775 26.438159391283989 34.059026803821325 9.2622754573822004 12.087883446365593 95.291868448257446 leaf_count=130 204 62 256 16 75 470 internal_value=0.00170987 0.0185993 0.00526429 0.0244055 0.036055 0.0267866 internal_weight=238.622 199.276 172.838 138.779 116.642 107.38 internal_count=1213 1083 1021 765 561 545 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=7 num_cat=0 split_feature=19 0 13 0 0 2 split_gain=149.294 0.00507403 0.00428012 0.00422915 0.00281425 0.00126651 threshold=1.0000000180025095e-35 0.0078335000000000019 27019.000000000004 3.0961255000000008 20.176897000000004 2.5000000000000004 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.10003957470932495 -0.085400609778239572 -0.087931089711153099 -0.08269468610923042 -0.083095670887939663 -0.085903391253034034 -0.083695715678061097 leaf_weight=75.818568706512451 12.171013925224541 3.701278530061245 63.970428355038166 3.5375381521880627 2.978527337312701 20.371964313089848 leaf_count=17 113 34 836 19 32 162 internal_value=-0.00725772 -0.0834788 -0.0832314 -0.0855681 -0.0830377 -0.0839773 internal_weight=182.549 106.731 94.5597 7.23882 87.3209 23.3505 internal_count=1213 1196 1083 53 1030 194 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=7 num_cat=0 split_feature=19 0 2 11 0 0 split_gain=26.3537 34.6051 11.2502 12.6176 10.9454 12.1549 threshold=0.16732172635000001 2.7446330000000003 8.5000000000000018 10.500000000000002 26.129646000000005 40.875559000000003 decision_type=8 8 10 8 8 8 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.079390502015661391 0.042182519468290991 -0.061660019595768591 0.09457976558848652 -0.10588040151563038 0.094968350957464365 -0.030053514928532601 leaf_weight=33.877945773303509 62.079114697873592 50.062523506581783 41.235849797725677 6.3436616957187644 11.592705518007277 23.622453395277262 leaf_count=26 412 219 361 13 79 103 internal_value=0.00201744 0.0161653 0.0533206 0.0284552 -0.0316127 0.0111032 internal_weight=228.814 194.936 109.659 68.4228 85.2777 35.2152 internal_count=1213 1187 786 425 401 182 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=7 num_cat=0 split_feature=19 5 10 10 15 4 split_gain=26.4034 23.247 13.0385 28.407 17.0241 16.4918 threshold=0.048263919150000008 30124.500000000004 35.000000000000007 30.500000000000004 4.5000000000000009 126.00000000000001 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.082896128893433826 0.037567107953533532 0.10383806528394751 -0.084617686777452572 0.12889505495789436 0.1078218779067593 -0.039174729089755334 leaf_weight=31.855346463620663 40.858145244419575 25.738013252615929 15.787342511117457 18.025982201099396 12.352900728583334 89.002064500004053 leaf_count=20 140 60 140 39 27 787 internal_value=0.0017108 0.0150689 0.00208932 0.010632 -0.00435822 -0.0150293 internal_weight=233.62 201.764 176.026 160.239 142.213 129.86 internal_count=1213 1193 1133 993 954 927 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=7 num_cat=0 split_feature=21 10 9 0 20 4 split_gain=27.7336 15.2445 27.9407 11.3827 9.94984 8.774 threshold=0.14357116100000003 35.000000000000007 7.8464943593056891 1.4112660000000001 0.87060952110000012 163.00000000000003 decision_type=8 8 10 10 8 10 left_child=-1 2 5 4 -3 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.083653337356824897 -0.040638433819307693 0.049458745288431805 -0.080315762413518219 0.11048150877291191 -0.093437166659583612 0.036261331794806791 leaf_weight=32.427404582500458 17.724082052707672 22.362418435513973 33.831230707466602 25.224863588809967 6.2303737252950695 91.087872412055731 leaf_count=26 171 60 296 49 99 512 internal_value=0.00202543 0.0161674 -0.000942859 0.0615179 0.0183217 0.0237353 internal_weight=228.888 196.461 142.643 53.8177 28.5928 108.812 internal_count=1213 1187 979 208 159 683 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=7 num_cat=0 split_feature=19 0 3 0 0 2 split_gain=128.279 0.00392579 0.00358648 0.00226926 0.00140639 0.00113187 threshold=1.0000000180025095e-35 0.085697500000000024 9.5000000000000018 0.014363000000000003 17.877716500000002 3.5000000000000004 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=0.09587535738995423 -0.083540822993237659 -0.0818869618841786 -0.086037225173262941 -0.081489154543133976 -0.084854002547685298 -0.082571917199683986 leaf_weight=68.815113067626953 22.804688278585676 49.516629749909043 4.6650843210518351 7.0599987376481286 2.7560025453567496 10.280298326164482 leaf_count=17 235 616 44 167 32 102 internal_value=-0.00856926 -0.0826027 -0.0834586 -0.0830558 -0.0821303 -0.0830544 internal_weight=165.898 97.0827 34.5298 29.8647 62.5529 13.0363 internal_count=1213 1196 446 402 750 134 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=7 num_cat=0 split_feature=21 0 0 0 0 4 split_gain=22.4269 28.2467 11.3302 9.10058 8.33255 10.9009 threshold=1.0000000180025095e-35 2.5082350000000004 0.0078335000000000019 17.877716500000002 3.5000000000000004e-05 140.00000000000003 decision_type=8 8 10 8 10 8 left_child=-1 2 4 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.081101907754515687 0.14870655499013699 -0.060937215668634449 0.066742251038450592 0.0048432842839306279 -0.05668296549249055 -0.068821578774620501 leaf_weight=28.070226669311523 5.8009331449866304 42.888458829373121 81.870096758008003 41.269582398235798 15.144964352250097 3.8212768658995637 leaf_count=17 50 205 668 210 51 12 internal_value=0.00235401 0.0146322 0.0488139 -0.0286796 -0.0104498 0.0623194 internal_weight=218.866 190.795 106.637 84.158 24.7672 9.62221 internal_count=1213 1196 781 415 113 62 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=7 num_cat=0 split_feature=19 5 5 0 0 4 split_gain=22.6526 19.394 11.7219 20.3216 11.8884 14.9969 threshold=0.048263919150000008 20561.500000000004 59.000000000000007 0.0078335000000000019 5.0054845000000006 23338.500000000004 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=-0.081980999421738671 -0.091864553168318541 0.089964411212880402 0.11906135997476992 -0.045508134289383821 0.032259969438500645 -0.087599235239595966 leaf_weight=28.120626538991928 12.58309370279312 28.683817204087973 15.008743986487387 45.252527318894863 81.587863508611917 11.970608755946158 leaf_count=20 115 78 46 644 256 54 internal_value=0.00192751 0.0140224 0.000931889 0.00852302 -0.00342878 0.0169242 internal_weight=223.207 195.087 166.403 153.82 138.811 93.5585 internal_count=1213 1193 1115 1000 954 310 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=7 num_cat=0 split_feature=13 10 3 4 4 4 split_gain=25.6484 16.9461 15.6393 10.5892 15.312 9.80864 threshold=49191.500000000007 35.000000000000007 6.5000000000000009 2155.5000000000005 343.00000000000006 24937.000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=-0.081842474162323292 0.0026455187988919764 0.092845480640636899 -0.060744892650269403 -0.091199779531777908 0.081932650628284254 0.044729290455645665 leaf_weight=31.163722850382328 60.337930914014578 24.958532147109509 43.439919643104076 7.1586845181882373 40.845739703625441 11.062175616621969 leaf_count=130 348 81 332 92 182 48 internal_value=0.00217465 0.0161163 0.00435633 0.0263365 0.0346521 -0.039337 internal_weight=218.967 187.803 162.844 108.342 101.184 54.5021 internal_count=1213 1083 1002 622 530 380 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=7 num_cat=0 split_feature=19 10 13 2 5 2 split_gain=110.94 0.00337523 0.00326786 0.00299261 0.000944108 0.000938186 threshold=1.0000000180025095e-35 25.000000000000004 50796.000000000007 8.5000000000000018 11158.500000000002 2.5000000000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 3 -2 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=0.092554823691464963 -0.086095378660440924 -0.080755739727001646 -0.082379264382557826 -0.083432609422073145 -0.080928251296500373 -0.081557576275640281 leaf_weight=62.073024749755859 3.7459099628031236 21.157876705750823 24.136277901008725 4.31650685146451 2.3113802969455719 32.750122616067529 leaf_count=17 26 271 329 82 14 474 internal_value=-0.0099176 -0.0818573 -0.0822039 -0.0838361 -0.0825593 -0.0819062 internal_weight=150.491 88.4181 67.2602 10.3738 6.62789 56.8864 internal_count=1213 1196 925 122 96 803 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=7 num_cat=0 split_feature=19 0 2 11 4 5 split_gain=19.2277 22.4064 9.88965 10.9353 8.77718 9.80723 threshold=0.048263919150000008 2.7446330000000003 8.5000000000000018 10.500000000000002 395.00000000000006 126.00000000000001 decision_type=8 8 10 8 8 8 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.079108670107973927 0.033796093214183684 -0.046565651696998882 0.084458267562599665 -0.10544732647055211 -0.037161353284282467 0.18171657364441904 leaf_weight=25.343952462077141 60.141337342560291 3.5032623521983615 38.479604870080948 6.2237147986888877 71.649197813123465 4.0663138851523399 leaf_count=20 412 14 361 13 357 36 internal_value=0.00255228 0.0137963 0.0441242 0.0207378 -0.0263422 0.0760657 internal_weight=209.407 184.063 104.845 66.3651 79.2188 7.56958 internal_count=1213 1193 786 425 407 50 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=7 num_cat=0 split_feature=19 5 5 0 0 13 split_gain=19.3285 16.4443 10.5488 15.3428 10.2514 10.9226 threshold=0.048263919150000008 30124.500000000004 59.000000000000007 0.0078335000000000019 5.0054845000000006 27019.000000000004 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.081214316566362077 -0.090149078473833688 0.092231039971663986 0.10255265627834265 0.079129144642993449 0.01630692542493237 -0.063205998595022017 leaf_weight=24.748942203819752 11.599057722836731 22.88837543874979 15.665439598262308 6.316913977265358 96.409051220864058 36.799195822328329 leaf_count=20 115 60 46 34 322 616 internal_value=0.00190273 0.0127477 0.00184031 0.00871567 -0.00182005 -0.0423526 internal_weight=214.427 189.678 166.79 155.191 139.525 43.1161 internal_count=1213 1193 1133 1018 972 650 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=7 num_cat=0 split_feature=13 10 9 8 0 4 split_gain=22.4164 14.5089 17.3172 7.75138 8.31614 11.8017 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 6.797036859624134 2.7446330000000003 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=-0.081107431646384454 0.023749182511849848 0.092290645314274805 -0.068060037755710998 0.14051580551259998 0.035722245489922533 -0.073806878078068697 leaf_weight=27.747735112905502 30.250336844474077 21.61575773358345 26.975185874849558 5.1141879558563224 77.139685243368149 21.014996599406004 leaf_count=130 242 62 256 12 219 292 internal_value=0.00262105 0.0153786 0.00501989 0.0197844 0.0149758 -0.0162416 internal_weight=209.858 182.11 160.494 133.519 128.405 51.2653 internal_count=1213 1083 1021 765 753 534 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=7 num_cat=0 split_feature=19 10 13 2 0 0 split_gain=96.0648 0.00294617 0.00262149 0.00270255 0.00149774 0.00188698 threshold=1.0000000180025095e-35 25.000000000000004 50796.000000000007 8.5000000000000018 0.0042115000000000008 3.5773805000000007 decision_type=8 10 8 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.089779701577564694 -0.085243636830728803 -0.080093225166217932 -0.08201577996568829 -0.081758287453789935 -0.080026322119558346 -0.081505277134747728 leaf_weight=55.533019781112671 3.5215698070824129 18.916412983089685 16.846746500581503 6.0414225943386555 15.136720377951859 20.059605101123452 leaf_count=17 26 271 165 96 437 201 internal_value=-0.0114032 -0.0811848 -0.08152 -0.0830418 -0.0812404 -0.0808692 internal_weight=136.055 80.5225 61.6061 9.56299 52.0431 35.1963 internal_count=1213 1196 925 122 803 638 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=7 num_cat=0 split_feature=19 0 2 11 0 0 split_gain=16.3235 17.6277 8.87274 9.25214 8.34554 11.1051 threshold=0.048263919150000008 2.5082350000000004 8.5000000000000018 10.500000000000002 30.014043500000003 40.875559000000003 decision_type=8 8 10 8 8 8 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.078207754853620678 0.02999641877457971 -0.05201635183917637 0.080170652288852493 -0.10190673768648024 0.10201767309315019 -0.023810784283622252 leaf_weight=22.268400490283966 59.178123570978642 43.871774699538946 35.737242326140404 5.842837154865264 10.081412501633165 23.052407655864954 leaf_count=20 412 232 356 13 71 109 internal_value=0.0025034 0.0126141 0.0401435 0.0181435 -0.0234069 0.0144742 internal_weight=200.032 177.764 100.758 65.021 77.0056 33.1338 internal_count=1213 1193 781 425 412 180 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=7 num_cat=0 split_feature=20 5 10 10 15 4 split_gain=16.6079 13.7533 9.57913 20.7299 12.4499 12.3066 threshold=0.15581312665000005 30124.500000000004 35.000000000000007 30.500000000000004 4.5000000000000009 126.00000000000001 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077677056494319718 0.032360903603352968 0.087476725684551268 -0.082225477465003916 0.11542859118553611 0.093979803347626512 -0.035667457981492921 leaf_weight=23.178428165614605 39.484606087207794 21.414480771869421 12.409853260964153 16.359532281756401 11.842639222741125 81.443761870265007 leaf_count=26 134 60 140 39 27 787 internal_value=0.00206964 0.0121727 0.00219008 0.00921469 -0.00387257 -0.0134554 internal_weight=206.133 182.955 161.54 149.131 132.771 120.928 internal_count=1213 1187 1127 987 948 921 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=7 num_cat=0 split_feature=13 3 4 4 4 3 split_gain=19.6074 11.1684 11.6701 18.2702 7.41758 9.5154 threshold=49191.500000000007 71.500000000000014 23996.500000000004 4534.0000000000009 163.00000000000003 1.0000000180025095e-35 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.080439575071832761 -0.037299612767707865 -0.089081799546452844 0.10091423090090648 -0.085552249477470546 0.13470983868940231 0.025414903902285364 leaf_weight=24.666643787175417 16.970170266926289 9.7921466156840307 16.398740828037262 17.004263376817107 8.597477197647093 108.4112288877368 leaf_count=130 171 58 45 267 17 525 internal_value=0.00309195 0.0147214 0.0207941 0.012092 0.0244848 0.0334456 internal_weight=201.841 177.174 167.382 150.983 133.979 117.009 internal_count=1213 1083 1025 980 713 542 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=7 num_cat=0 split_feature=19 0 13 16 9 3 split_gain=83.571 0.00190581 0.00228902 0.00125754 0.00152257 0.00257697 threshold=1.0000000180025095e-35 0.084130500000000011 49197.000000000007 1.0000000180025095e-35 7.6455075924368971 15.500000000000002 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=0.087558944175348721 -0.084594787854194178 -0.080210560848150703 -0.081006670510403056 -0.079615945875543825 -0.083868906912014041 -0.079981872973215198 leaf_weight=49.577459812164307 1.9161688238382339 19.392305696383122 24.645241253077987 20.420434914529324 3.4502378702163687 3.3729703053832054 leaf_count=17 11 337 430 333 24 61 internal_value=-0.0126897 -0.0805894 -0.0812655 -0.0802043 -0.0806626 -0.0819474 internal_weight=122.775 73.1974 26.5614 46.6359 26.2155 6.82321 internal_count=1213 1196 441 755 422 85 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=7 num_cat=0 split_feature=15 10 0 0 7 10 split_gain=13.9419 15.1975 11.1209 11.4884 11.593 12.0954 threshold=4.5000000000000009 50.000000000000007 0.0042115000000000008 2.7446330000000003 73.565496186226582 30.500000000000004 decision_type=10 8 10 10 10 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.027216608547298127 -0.078649101657965459 0.096330768506148801 0.059351313525379916 -0.051336038755682656 0.098154345901148493 -0.081178277433126167 leaf_weight=42.739875372499228 32.092214688658714 5.8717600479722014 65.971014864742756 25.078786585479975 14.435500849038364 5.0860793441534033 leaf_count=175 115 75 595 121 102 30 internal_value=0.00266852 -0.0515856 0.0161033 0.032848 -0.0063546 0.0514317 internal_weight=191.275 37.964 153.311 110.571 44.6004 19.5216 internal_count=1213 190 1023 848 253 132 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=7 num_cat=0 split_feature=19 5 6 5 0 0 split_gain=14.4614 11.5954 9.23974 10.0244 11.4443 9.7759 threshold=0.048263919150000008 20561.500000000004 126.31904962985489 59.000000000000007 0.0078335000000000019 5.0054845000000006 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=-0.080276563885072316 -0.088581009237914288 0.075927949556347699 -0.11150045301545375 0.09336850829957849 -0.038748849019351342 0.022435208493447132 leaf_weight=19.161953300237656 10.326697319746016 23.921545676887035 6.9589913859963408 15.893872670829294 38.17557237111032 82.656422473490238 leaf_count=20 115 78 53 46 634 267 internal_value=0.00226551 0.0111546 0.00109383 0.00642214 0.0135976 0.00310476 internal_weight=197.095 177.933 154.012 147.053 136.726 120.832 internal_count=1213 1193 1115 1062 947 901 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=7 num_cat=0 split_feature=13 10 9 8 9 8 split_gain=16.881 11.6444 15.4418 5.9433 7.04041 14.9151 threshold=49191.500000000007 35.000000000000007 7.8464943593056891 6.7585825373291648 6.3944237114723839 5.0737447080006826 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=-0.079814887968035611 0.022049914803772556 0.08411508260923134 -0.074343014199841295 0.11399444629479208 0.17091606858597969 -0.085341666384969095 leaf_weight=21.785995688289404 105.88357316702604 20.622247476130724 21.563969386741519 6.0298546552658072 2.6797356158494976 14.901619624346493 leaf_count=130 578 81 244 17 10 153 internal_value=0.00310668 0.0136293 0.00400668 0.0170538 0.0123193 -0.0462831 internal_weight=193.467 171.681 151.059 129.495 123.465 17.5814 internal_count=1213 1083 1002 758 741 163 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=19 10 11 0 0 13 split_gain=73.0336 0.00254863 0.00173267 0.000825297 0.00115827 0.000860951 threshold=1.0000000180025095e-35 25.000000000000004 11.500000000000002 0.0052005000000000011 3.5773805000000007 49199.500000000007 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=0.085713524568292371 -0.081245485635994041 -0.07894012128750115 -0.082170577900260666 -0.081091705594220451 -0.080457041007498023 -0.078986999483976972 leaf_weight=44.143948793411255 6.8222155738621941 14.997703315690158 5.100443296134471 2.3234481383115053 25.593117322772741 11.886700978502629 leaf_count=17 94 271 44 69 286 432 internal_value=-0.014071 -0.0800879 -0.0804207 -0.0802293 -0.0800551 -0.0793311 internal_weight=110.868 66.7236 51.7259 46.6255 39.8033 14.2101 internal_count=1213 1196 925 881 787 501 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=7 num_cat=0 split_feature=19 0 0 4 9 10 split_gain=12.1911 11.3354 7.16064 7.11917 7.42565 9.15983 threshold=1.0000000180025095e-35 2.7446330000000003 0.0078335000000000019 395.00000000000006 7.474411764851272 30.500000000000004 decision_type=8 8 10 8 8 10 left_child=-1 2 -2 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=-0.078415866660968336 -0.01411982787295113 0.073437209477359905 0.049127303875876521 -0.084470423926396504 0.01974469594115854 -0.080253937478844781 leaf_weight=16.808563947677612 23.839806340634823 7.3856659941375247 71.854389011859894 18.07829986512661 32.302055589854717 12.785837866365908 leaf_count=17 113 50 673 77 195 88 internal_value=0.00274411 0.0109499 0.0333709 -0.0194611 -0.0303232 -0.0086125 internal_weight=183.055 166.246 95.6942 70.5519 63.1662 45.0879 internal_count=1213 1196 786 410 360 283 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=7 num_cat=0 split_feature=19 9 5 8 4 0 split_gain=12.3839 10.2586 7.54794 12.0064 8.10797 8.00576 threshold=0.048263919150000008 7.9624376805937027 59.000000000000007 5.2436569921791092 1470.5000000000002 0.014363000000000003 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=-0.07980145916303881 -0.08763319101933939 0.056548947710992815 0.11925269087112166 -0.086501324941751306 -0.0050522618860855649 0.019080712124055862 leaf_weight=16.76899391412735 9.6907924301922304 37.427424296736717 9.2592524066567403 17.298185810446739 41.648222764953971 57.670080851763487 leaf_count=20 115 149 23 202 410 294 internal_value=0.00224965 0.0102032 -0.00259202 0.00395504 -0.028954 0.0329389 internal_weight=189.763 172.994 135.567 125.876 58.9464 66.9293 internal_count=1213 1193 1044 929 612 317 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=7 num_cat=0 split_feature=13 10 9 4 5 8 split_gain=14.8043 10.0346 11.4458 5.30593 9.24616 9.22704 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 149.00000000000003 1.0000000180025095e-35 4.4954850976912946 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.079406253379526837 -0.047193983841468189 0.084446674065046315 -0.06372190698585381 0.12678181038191591 -0.047245502284298087 0.028463329825176943 leaf_weight=19.356722518801689 12.116614423692225 17.577187594026327 21.080527577549219 7.9009099900722495 19.664978858083487 88.746560990810394 leaf_count=130 107 62 256 17 171 470 internal_value=0.00338333 0.0129744 0.00457168 0.0157815 0.0223418 0.0147304 internal_weight=186.444 167.087 149.51 128.429 116.312 108.412 internal_count=1213 1083 1021 765 658 641 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=7 num_cat=0 split_feature=19 10 11 4 0 0 split_gain=63.7233 0.00208626 0.00131827 0.000812814 0.000703354 0.000445543 threshold=1.0000000180025095e-35 25.000000000000004 11.500000000000002 109.00000000000001 0.12128650000000001 3.5773805000000007 decision_type=8 10 10 8 10 8 left_child=-1 2 3 -2 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=0.084131564847341689 -0.082510409678351548 -0.078525850273865591 -0.08287188920526431 -0.079320671140155757 -0.08041079519023904 -0.079980654109439941 leaf_weight=39.012823581695557 1.0503782331943501 13.431892188265918 2.13064020872116 18.094878774136305 2.5522299837321043 23.529903119429946 leaf_count=17 20 271 11 575 33 286 internal_value=-0.0156132 -0.0796259 -0.0799379 -0.0797631 -0.0815306 -0.0796938 internal_weight=99.8027 60.7899 47.358 42.6752 4.68287 41.6248 internal_count=1213 1196 925 881 44 861 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=7 num_cat=0 split_feature=15 10 11 13 8 4 split_gain=11.1794 12.3303 11.9876 11.5089 5.15396 4.54113 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 6.8786822906706275 1149.0000000000002 decision_type=10 8 10 8 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.088730094856870889 -0.077345151856925379 0.092576658072743859 0.11149524176147037 0.00042536818811815058 -0.011673221555154649 0.04510095746911999 leaf_weight=12.298997253179548 27.000996440649033 5.0727575570344916 16.190549168735746 79.542784210294485 4.2995696291327468 31.867534074932337 leaf_count=33 115 75 190 487 34 279 internal_value=0.00292729 -0.0504705 0.0148044 0.0030701 0.08565 0.0132043 internal_weight=176.273 32.0738 144.199 123.709 20.4901 111.41 internal_count=1213 190 1023 799 224 766 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=7 num_cat=0 split_feature=20 10 10 15 10 5 split_gain=10.6428 9.05879 16.6636 9.80612 10.3356 7.87772 threshold=0.15581312665000005 35.000000000000007 30.500000000000004 4.5000000000000009 13.500000000000002 59.000000000000007 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.075179912421087763 -0.08684514358719253 -0.080944138742844771 0.10076045971540565 0.084237654966486969 -0.09977679105298283 0.011109507547887134 leaf_weight=16.14731864631176 8.9175895005464536 10.312398683279751 20.127189718186855 13.488521352410315 10.64059899561107 103.49100965075195 leaf_count=26 115 141 59 33 191 648 internal_value=0.00234367 0.00984049 0.0158163 0.00329463 -0.00557826 0.00333858 internal_weight=183.125 166.977 156.665 136.538 123.049 112.409 internal_count=1213 1187 1046 987 954 763 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=7 num_cat=0 split_feature=21 3 4 4 4 3 split_gain=13.0477 7.83416 8.23648 14.3413 5.4071 7.09903 threshold=0.14357116100000003 71.500000000000014 23996.500000000004 4534.0000000000009 149.00000000000003 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=-0.082335270523376802 -0.044600361255399117 -0.088994787269804698 0.088785083310597465 -0.083994403158906425 0.12141046740932138 0.020280214717781839 leaf_weight=16.141869157552719 11.679526768624781 7.3460674025118342 14.379389319568871 14.743497550487517 7.4209886193275443 107.36976824328303 leaf_count=26 107 65 50 275 17 673 internal_value=0.00342333 0.0119192 0.0166836 0.00934176 0.0202226 0.0268181 internal_weight=179.081 162.939 155.593 141.214 126.47 114.791 internal_count=1213 1187 1122 1072 797 690 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=7 num_cat=0 split_feature=19 15 13 4 5 8 split_gain=55.4242 0.0011344 0.00117768 0.000873032 0.000602046 0.000573238 threshold=1.0000000180025095e-35 6.5000000000000009 49197.000000000007 109.00000000000001 27922.500000000004 6.7941371714097487 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=0.082749406917853222 -0.081368193307046255 -0.078103763503970622 -0.082169769463819084 -0.079179624504071802 -0.077945317235050451 -0.080467285344513695 leaf_weight=34.217472791671753 2.8170447051525116 8.088507264852522 1.0074484441429365 35.968505769968033 3.5559277385473242 3.8249044045805922 leaf_count=17 45 143 20 852 52 84 internal_value=-0.0172686 -0.0791979 -0.0793855 -0.0792596 -0.079192 -0.0793034 internal_weight=89.4798 55.2623 47.1738 44.3568 43.3493 39.7934 internal_count=1213 1196 1053 1008 988 936 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=7 num_cat=0 split_feature=15 10 11 13 8 0 split_gain=9.37807 10.6756 9.92682 9.86592 4.5848 4.13755 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 6.8786822906706275 47.407128000000007 decision_type=10 10 10 8 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.087942803590799687 -0.075180004438530068 0.09037436119142124 0.10631506829363789 0.015563327666429922 -0.012252561899573713 -0.094658332382485236 leaf_weight=10.829685054719446 24.382210224866871 4.6355798244476309 15.014541301876308 107.21941385045648 4.1662149205803862 3.5174552500247946 leaf_count=33 115 75 190 757 34 9 internal_value=0.00303036 -0.0487328 0.0137023 0.00315335 0.0805612 0.0120622 internal_weight=169.765 29.0178 140.747 121.567 19.1808 110.737 internal_count=1213 190 1023 799 224 766 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=7 num_cat=0 split_feature=19 5 5 0 2 3 split_gain=9.30086 8.21488 6.5749 9.0194 7.61377 18.6869 threshold=0.048263919150000008 23469.000000000004 59.000000000000007 0.0078335000000000019 6.5000000000000009 3.5000000000000004 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=-0.079263066404192506 -0.086106934797150647 0.070855710827581395 0.076575263433114715 -0.0082959613354516137 -0.02764539383665339 0.12682031750550193 leaf_weight=12.908242352306843 8.212044954299925 18.927868731319904 15.993962898850439 44.538194125518203 62.217443518340588 13.290127802640198 leaf_count=20 115 72 46 274 633 53 internal_value=0.0024509 0.00891484 0.000787327 0.0060327 -0.00336584 0.0227565 internal_weight=176.088 163.18 144.252 136.04 120.046 57.8283 internal_count=1213 1193 1121 1006 960 327 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=7 num_cat=0 split_feature=13 10 10 5 3 4 split_gain=11.4562 7.87718 8.32531 5.99078 8.53505 8.27826 threshold=49191.500000000007 35.000000000000007 25.000000000000004 4795.5000000000009 12.500000000000002 2155.5000000000005 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=-0.078817671758272506 0.020506359669858434 0.076821380311153792 -0.083486981773934071 -0.052949041630245469 0.14360175702066943 -0.075203140662372103 leaf_weight=15.410961730405687 102.34136378392577 16.534220114350319 10.12749983742833 13.312474174425004 5.1589206196367732 9.9123968519270402 leaf_count=130 562 81 117 104 24 195 internal_value=0.00346743 0.0115246 0.00385962 0.0106265 0.0178348 0.0120549 internal_weight=172.798 157.387 140.853 130.725 117.413 112.254 internal_count=1213 1083 1002 885 781 757 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=7 num_cat=0 split_feature=20 10 4 11 0 0 split_gain=48.3203 0.00140754 0.000638772 0.000665506 0.000356789 0.000588844 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 11.500000000000002 3.5773805000000007 0.0078335000000000019 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.081590986772888854 -0.081661571122542964 -0.077798782076109296 -0.079442888942452772 -0.08026978215870717 -0.079170053894433975 -0.078098063767561204 leaf_weight=29.928165793418884 0.94507053680717845 10.659013225696979 4.7672757916152468 3.8967776801437131 19.869122071191669 10.269789410755036 leaf_count=17 20 271 89 44 286 486 internal_value=-0.0190598 -0.0788192 -0.0790929 -0.0790303 -0.0788919 -0.0785244 internal_weight=80.3352 50.407 39.748 38.803 34.9062 15.0371 internal_count=1213 1196 925 905 861 575 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=7 num_cat=0 split_feature=15 10 11 13 8 4 split_gain=8.04143 9.39393 8.55683 8.74164 4.07485 3.69858 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 6.8786822906706275 1149.0000000000002 decision_type=10 10 10 8 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.087680762056551453 -0.073306121653606546 0.088986145285953042 0.10257965344826583 -0.00023173363086021338 -0.010915122120693883 0.040495950679970617 leaf_weight=9.7120109722018224 22.203806512057785 4.24910944700241 14.03597352653742 78.775767389684916 4.0838723480701438 31.100452415645123 leaf_count=33 115 75 190 487 34 279 internal_value=0.00326081 -0.0472373 0.0129612 0.0032581 0.0770001 0.0112962 internal_weight=164.161 26.4529 137.708 119.588 18.1198 109.876 internal_count=1213 190 1023 799 224 766 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=7 num_cat=0 split_feature=19 5 4 3 2 4 split_gain=7.99124 6.97835 7.36197 7.54718 13.5486 9.152 threshold=0.048263919150000008 59.000000000000007 126.00000000000001 6.5000000000000009 7.5000000000000009 6106.0000000000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 5 -5 -4 right_child=1 2 3 4 -6 -7 leaf_value=-0.078949148862263244 -0.085179140654939145 0.10298533890639741 -0.051132513267641649 0.12504660330503625 0.0086332583060718445 0.10302438036442413 leaf_weight=11.27573624253273 7.6244915872812262 8.5532983094453794 31.442697364836931 11.161125458776949 95.887055162340403 4.3886766675859681 leaf_count=20 115 29 369 22 625 33 internal_value=0.00240166 0.0081687 0.0128687 0.00747395 0.0207708 -0.0322512 internal_weight=170.333 159.057 151.433 142.88 107.048 35.8314 internal_count=1213 1193 1078 1049 647 402 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=7 num_cat=0 split_feature=21 3 0 5 3 8 split_gain=10.1174 6.09318 5.08215 10.819 8.86755 7.77644 threshold=0.14357116100000003 71.500000000000014 0.10875250000000002 161.00000000000003 1.5000000000000002 4.4954850976912946 decision_type=8 10 8 10 8 8 left_child=-1 2 3 4 -2 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=-0.082542096125193226 -0.012147080972975262 -0.087489035925494257 -0.035012679883561874 -0.089797334271357984 0.12639315131166273 0.037034773266596301 leaf_weight=12.634392082691193 18.762809161096815 6.0933217145502558 17.867617048323154 13.283257808536289 6.1293873786926261 92.733370140194893 leaf_count=26 184 65 110 194 14 620 internal_value=0.00350317 0.0105228 0.014537 -0.0169219 0.0219667 0.0253955 internal_weight=167.504 154.87 148.776 38.1755 24.8922 110.601 internal_count=1213 1187 1122 392 198 730 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=7 num_cat=0 split_feature=19 10 4 11 0 0 split_gain=42.132 0.00103451 0.00060919 0.000455326 0.00025447 0.000460077 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 11.500000000000002 3.5773805000000007 0.0078335000000000019 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.080605788102166009 -0.081288182532271158 -0.077552115835961624 -0.07905494554711387 -0.079725351607976669 -0.078776788595931346 -0.077812431472906896 leaf_weight=26.075739741325378 0.89787518233060737 9.6706178057938796 4.3655166151002076 3.5482549350708714 18.183344127610326 9.3902419218793494 leaf_count=17 20 271 89 44 286 486 internal_value=-0.0209646 -0.0784714 -0.0787158 -0.0786507 -0.0785313 -0.0782068 internal_weight=72.1316 46.0559 36.3852 35.4874 31.9391 13.7558 internal_count=1213 1196 925 905 861 575 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=7 num_cat=0 split_feature=15 10 11 13 8 0 split_gain=6.78742 8.42938 7.54082 7.74168 3.69767 3.6349 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 6.8786822906706275 47.407128000000007 decision_type=10 8 10 8 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.087608940686595846 -0.071373109642408811 0.087800857266948418 0.099198561428612733 0.013500571563726776 -0.0097580704407696471 -0.092836385279022396 leaf_weight=8.730999216437338 20.334062241017822 3.9778282716870299 13.272411089390518 105.4934314712882 4.0698235481977454 3.3156080543994895 leaf_count=33 115 75 190 757 34 9 internal_value=0.00330628 -0.0453296 0.0120727 0.00299046 0.0736289 0.0102603 internal_weight=159.194 24.3119 134.882 117.54 17.3422 108.809 internal_count=1213 190 1023 799 224 766 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=7 num_cat=0 split_feature=19 10 10 15 13 5 split_gain=6.90823 6.76222 12.6837 6.33508 6.9527 5.98567 threshold=0.048263919150000008 35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 59.000000000000007 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.078647404519549519 -0.0844920957035038 -0.079786291291742542 0.093417306381268217 0.11104469741155693 -0.093065667033019855 0.0095210302879206645 leaf_weight=9.8402879983186722 7.218536688014864 8.3501398973166925 17.200517565011978 5.1206915378570548 7.927869424223899 109.54973400942981 leaf_count=20 115 141 59 13 109 756 internal_value=0.00260651 0.00775278 0.0127247 0.0020331 -0.0024435 0.0037092 internal_weight=165.208 155.367 147.017 129.817 124.696 116.768 internal_count=1213 1193 1052 993 980 871 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=7 num_cat=0 split_feature=13 10 9 8 13 8 split_gain=8.80362 6.44224 7.19621 4.51273 5.29536 4.47616 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 6.7585825373291648 49199.500000000007 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=-0.078140614156748889 -0.0049967263587005206 0.077032927374115892 -0.059437608158023902 0.098575582506967296 -0.10039442926941776 0.03566960567164186 leaf_weight=12.242900492623447 65.174517594277859 13.104182615876196 15.978532181121407 5.7298257350921622 4.3643741384148589 46.291297638788819 leaf_count=130 371 62 256 17 23 354 internal_value=0.00340887 0.0100365 0.0036533 0.0119463 0.00766099 0.0118918 internal_weight=162.886 150.643 137.539 121.56 115.83 111.466 internal_count=1213 1083 1021 765 748 725 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=19 10 4 11 0 0 split_gain=36.8669 0.000899673 0.00052702 0.000386188 0.000217657 0.000380681 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 11.500000000000002 3.5773805000000007 0.0061140000000000005 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.079813108510266698 -0.080879403200913302 -0.07726137452605876 -0.078751059283007477 -0.079381338927193845 -0.078471439019840369 -0.077556914238348956 leaf_weight=22.791608810424805 0.84527240879833598 8.4865617826580984 3.8418419789522913 3.2687988858669987 16.766853682696819 8.7492525372654182 leaf_count=17 20 271 78 44 286 497 internal_value=-0.0225682 -0.078181 -0.0784142 -0.0783503 -0.0782355 -0.0779213 internal_weight=64.7502 41.9586 33.472 32.6267 29.3579 12.5911 internal_count=1213 1196 925 905 861 575 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=7 num_cat=0 split_feature=15 10 11 13 9 6 split_gain=5.74809 7.3144 6.37645 6.6691 3.55447 10.0387 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 6.1021579087979108 83.624997229692312 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=-0.086806022620505921 -0.069280876920711318 0.086665273233849704 0.06992146077554201 0.015248971652282527 0.04050054270242176 -0.077239441491157149 leaf_weight=7.694373182952404 18.413636717945341 3.5948445349931708 16.314003214240074 66.624654561281204 27.633767105638981 14.244657833129166 leaf_count=33 115 75 224 486 213 67 internal_value=0.00351739 -0.0438088 0.0113777 0.00315818 0.00953789 -0.00104232 internal_weight=154.52 22.0085 132.511 116.197 108.503 80.8693 internal_count=1213 190 1023 799 766 553 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=7 num_cat=0 split_feature=19 5 6 9 2 5 split_gain=5.92669 5.85035 6.16045 6.08112 8.01842 6.14159 threshold=0.048263919150000008 23469.000000000004 125.38956572919442 7.9588975289260775 12.500000000000002 59.000000000000007 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.078464936651291534 -0.08376784845622974 0.063652040622137959 -0.076002356835192755 0.0713927308743596 -0.075326878491297516 0.01505578828603632 leaf_weight=8.5948797985911352 6.7492078300565472 16.215721841901541 9.8647748399525863 12.796126043424009 12.96458056848496 92.160844590514898 leaf_count=20 115 72 78 64 200 664 internal_value=0.00230428 0.00690922 6.99474e-05 0.00608929 -0.00138006 0.00831248 internal_weight=159.346 150.751 134.536 124.671 111.875 98.9101 internal_count=1213 1193 1121 1043 979 779 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=7 num_cat=0 split_feature=21 3 4 4 8 0 split_gain=7.93186 5.18106 6.03462 10.0176 4.21708 6.2213 threshold=0.14357116100000003 71.500000000000014 23996.500000000004 4534.0000000000009 4.4954850976912946 0.23011500000000004 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=-0.082696678882078933 -0.013049871280333653 -0.087509068583012217 0.081515196870073969 -0.082546588856683298 0.0026392971800445909 0.05758643308731394 leaf_weight=10.003166288137434 36.401929710060358 5.328038588166236 11.769350424408911 11.460583479143677 45.050890935584903 37.97559779137373 leaf_count=26 294 65 50 275 282 221 internal_value=0.0034851 0.00931058 0.0129266 0.00675923 0.0153292 0.0277716 internal_weight=157.99 147.986 142.658 130.889 119.428 83.0265 internal_count=1213 1187 1122 1072 797 503 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=7 num_cat=0 split_feature=19 10 4 11 4 7 split_gain=32.1589 0.000704317 0.00046067 0.000317075 0.000131856 0.000119451 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 11.500000000000002 168.50000000000003 43.536717160486745 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.079105493449756828 -0.080500693477953272 -0.077049713975744435 -0.07825458062857947 -0.079035658554862331 -0.077509628082661416 -0.078034206336140388 leaf_weight=19.784804344177246 0.79546608589589851 7.5892349714413276 9.4367253929376655 3.010348384268581 8.1043886011466402 9.347235228866337 leaf_count=17 20 271 260 44 262 339 internal_value=-0.0244137 -0.0779123 -0.0781256 -0.0780624 -0.0779534 -0.0777906 internal_weight=58.0682 38.2834 30.6942 29.8987 26.8883 17.4516 internal_count=1213 1196 925 905 861 601 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=7 num_cat=0 split_feature=15 10 11 13 8 4 split_gain=4.92098 6.52105 5.59022 5.84529 3.31018 3.27616 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 6.8786822906706275 1149.0000000000002 decision_type=10 8 10 8 8 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.086432317287504667 -0.067731051129687178 0.08544232826955217 0.093445808498570357 -0.0022617126464024024 -0.012265711936575073 0.036495335439292419 leaf_weight=6.8764391951262951 16.846873000264171 3.3285401538014403 11.690136767923828 77.382521860301495 3.9674629867076883 30.3703040368855 leaf_count=33 115 75 190 487 34 279 internal_value=0.00349645 -0.0424605 0.0106131 0.00295745 0.0666597 0.00866202 internal_weight=150.462 20.1754 130.287 114.629 15.6576 107.753 internal_count=1213 190 1023 799 224 766 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=20 5 4 6 8 4 split_gain=5.23743 5.36099 5.97313 6.18263 7.40188 8.11029 threshold=0.15581312665000005 59.000000000000007 126.00000000000001 84.166200197150474 4.8041795717335134 274.00000000000006 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.071030576587012326 -0.083107404906682822 0.0921666584580631 -0.047139024235849161 0.017058963708719285 -0.084846783448156021 0.1134238661676545 leaf_weight=9.1419410333037359 6.3165430314838877 8.5292346328496915 7.6631938647478837 103.13005004636943 14.675121106207369 5.3367722146213055 leaf_count=26 115 29 106 738 173 26 internal_value=0.00239054 0.0069989 0.0110838 0.00579669 -0.0361717 0.0187756 internal_weight=154.793 145.651 139.334 130.805 27.6751 13 internal_count=1213 1187 1072 1043 305 132 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=7 num_cat=0 split_feature=13 10 9 7 0 7 split_gain=6.94615 4.84856 5.6684 4.13221 8.74895 6.58077 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 78.117076272244233 31.825229500000003 27.86893403549232 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=-0.077929630022423119 -0.0012243080947238112 0.073291301087309621 -0.057049939543021781 -0.08515536337216828 0.11011457047759128 0.05083741474338891 leaf_weight=9.8299824930727464 68.111915996298194 10.832290560007094 13.761903094127772 10.340378627181051 2.9488126635551444 37.728323293849826 leaf_count=130 450 62 256 91 5 219 internal_value=0.00339646 0.00895876 0.00371486 0.0107345 -0.0418258 0.0173339 internal_weight=153.554 143.724 132.891 119.129 13.2892 105.84 internal_count=1213 1083 1021 765 96 669 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=7 num_cat=0 split_feature=19 10 4 11 0 0 split_gain=28.2556 0.000524316 0.000409195 0.000273169 0.000153386 0.000214029 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 11.500000000000002 0.0061140000000000005 3.5773805000000007 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.078550677364456825 -0.08016655892736313 -0.076888515894874318 -0.078065523856012772 -0.078740270079577249 -0.077119347694241724 -0.077837309891068185 leaf_weight=17.300016403198242 0.75180537253618496 6.8341475049965075 7.7030093939974966 2.7863401230424634 7.3087310614064362 9.6136712189763767 leaf_count=17 20 271 154 44 497 210 internal_value=-0.0259953 -0.0776743 -0.0778649 -0.0778018 -0.0776956 -0.0775272 internal_weight=52.2977 34.9977 28.1636 27.4118 24.6254 16.9224 internal_count=1213 1196 925 905 861 707 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=7 num_cat=0 split_feature=0 0 4 0 7 4 split_gain=4.18386 6.66158 5.71864 9.99439 5.01333 7.64196 threshold=0.0075905000000000009 2.7446330000000003 156.00000000000003 3.5000000000000004e-05 73.565496186226582 219.50000000000003 decision_type=8 8 10 10 8 10 left_child=2 -2 3 -1 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.11192886789778521 0.035250213857290956 0.057201987457698888 -0.071211837044063975 -0.082373300341325853 0.010573144308248338 -0.080224292844501874 leaf_weight=5.836379602551462 59.604946911334991 5.2493705824017551 15.570822872221468 4.8448154181241989 37.744667295366526 17.656546577811241 leaf_count=57 681 32 51 14 282 96 internal_value=0.00361283 0.0115085 -0.0325556 0.0237966 -0.011824 -0.0487302 internal_weight=146.508 120.256 26.252 10.6812 60.6506 22.9059 internal_count=1213 1091 122 71 410 128 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=7 num_cat=0 split_feature=19 10 10 15 13 6 split_gain=4.53777 4.95986 9.21107 4.75175 5.65186 4.58839 threshold=0.048263919150000008 35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 125.44544100960267 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.078499759051156373 0.0088943094659118382 -0.078869398186787065 0.086014890334669636 0.10448502277261927 -0.089438566815061848 -0.06648352858725684 leaf_weight=6.6487049236893654 102.65885034576058 6.5703248856589189 14.304689154028891 4.3002474606037131 7.0374315893277517 8.7650527339428645 leaf_count=20 802 141 59 13 109 69 internal_value=0.00226595 0.00600446 0.0100729 0.00122385 -0.00252462 0.00296479 internal_weight=150.285 143.637 137.066 122.762 118.461 111.424 internal_count=1213 1193 1052 993 980 871 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=7 num_cat=0 split_feature=21 3 0 5 3 8 split_gain=6.26401 4.23579 3.42137 9.00837 6.79025 5.89376 threshold=0.14357116100000003 71.500000000000014 0.10875250000000002 161.00000000000003 1.5000000000000002 4.4954850976912946 decision_type=8 10 8 10 8 8 left_child=-1 2 3 4 -2 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=-0.082926978306649954 -0.010636006675022581 -0.086668179237522014 -0.033127177200718283 -0.089020514208911175 0.11375653764062799 0.031489331144753968 leaf_weight=7.9780802503228188 18.34966313093901 4.5593775343149892 16.954402232542634 11.320630157366393 5.7676282227039328 84.31047011911869 leaf_count=26 184 65 110 194 14 620 internal_value=0.00328094 0.00814971 0.0113121 -0.0154306 0.0191124 0.0206708 internal_weight=149.24 141.262 136.703 35.4379 24.1173 101.265 internal_count=1213 1187 1122 392 198 730 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=7 num_cat=0 split_feature=19 10 0 11 0 0 split_gain=24.788 0.000467191 0.000203169 0.000219975 0.000188799 0.000147914 threshold=1.0000000180025095e-35 25.000000000000004 0.00025450000000000006 11.500000000000002 3.5000000000000004e-05 3.5773805000000007 decision_type=8 10 8 10 10 8 left_child=-1 2 4 5 -2 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.078059309115743339 -0.077968314496570323 -0.076659351314872712 -0.077121691556824232 -0.078434003576147382 -0.08009008368942995 -0.077660674975080571 leaf_weight=15.090157330036163 1.4016374573111599 6.0558161856606594 8.3747114012949222 2.5386327989399424 0.59842840582132328 12.988289153203366 leaf_count=17 62 271 526 44 7 286 internal_value=-0.0275717 -0.0774501 -0.077635 -0.077554 -0.0786032 -0.0774494 internal_weight=47.0477 31.9575 25.9017 23.9016 2.00007 21.363 internal_count=1213 1196 925 856 69 812 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=7 num_cat=0 split_feature=15 10 9 7 10 7 split_gain=4.02851 5.49032 4.67356 8.71867 6.9498 5.60751 threshold=4.5000000000000009 50.000000000000007 6.1021579087979108 37.403523016077571 30.500000000000004 73.565496186226582 decision_type=10 10 10 10 8 10 left_child=2 -2 3 -1 5 -4 right_child=1 -3 4 -5 -6 -7 leaf_value=0.0098708895055586096 -0.065504471371973391 0.084358907728194779 -0.0077968694381445342 -0.079645078459621751 -0.070672661068690315 0.074883534717503461 leaf_weight=66.701282601803541 14.947713956236841 2.9225590266287318 11.672875411808489 13.00133056938648 5.40182240307331 27.593676328659058 leaf_count=511 115 75 86 50 52 324 internal_value=0.00340161 -0.0409954 0.0097808 -0.00473123 0.0356749 0.0503049 internal_weight=142.241 17.8703 124.371 79.7026 44.6684 39.2666 internal_count=1213 190 1023 561 462 410 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=7 num_cat=0 split_feature=10 15 10 13 0 2 split_gain=4.05141 6.06663 3.80725 4.91292 3.83527 7.47926 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 77.315409000000002 48.000000000000007 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=0.0021790285470645924 -0.078487072062666099 0.093142732758664276 0.053677324994919 -0.08604191028363288 0.10354725078511794 -0.13665739445293171 leaf_weight=105.98388376273215 5.9552506208419791 7.5137547105550757 12.34242822229862 6.9841764066368333 3.4919374883174887 4.0276375636458388 leaf_count=843 141 30 50 110 8 31 internal_value=0.00229758 0.00572554 0.000780641 -0.00463795 0.000371055 -0.00290392 internal_weight=146.299 140.344 132.83 120.488 113.503 110.012 internal_count=1213 1072 1042 992 882 874 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=7 num_cat=0 split_feature=13 10 9 8 9 8 split_gain=5.48809 3.95513 4.65933 3.5413 4.20769 12.369 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 6.7585825373291648 6.3944237114723839 4.9765297877802039 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=-0.077661535593256489 0.013490684952138393 0.070415356533293255 -0.054838861105752451 0.088521692015361392 0.1561363342347214 -0.084907388562346642 leaf_weight=7.9182111099362373 94.952340049669147 9.4417218603193742 12.425108338706194 5.4199607223272315 2.5698344632983181 12.405541313812137 leaf_count=130 578 62 256 17 9 161 internal_value=0.00328804 0.00795938 0.00334422 0.00961163 0.00572098 -0.0435433 internal_weight=145.133 137.215 127.773 115.348 109.928 14.9754 internal_count=1213 1083 1021 765 748 170 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=7 num_cat=0 split_feature=19 10 4 11 0 0 split_gain=22.1778 0.00037436 0.000277801 0.000168797 9.76702e-05 8.47224e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 11.500000000000002 0.23011500000000004 0.0061140000000000005 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=0.077713483780926948 -0.079475471567463943 -0.076501828138043404 -0.077577190110459757 -0.078758762897936152 -0.077453000179674325 -0.07714296785033839 leaf_weight=13.503283441066742 0.64344491809607163 5.3723518201149991 6.5454253172501984 1.2884970791637891 1.0313651757314799 14.332685532048343 leaf_count=17 20 271 154 16 28 707 internal_value=-0.0282686 -0.0772559 -0.0774259 -0.077369 -0.0781782 -0.0772791 internal_weight=42.7171 29.2138 23.8414 23.198 2.31986 20.8781 internal_count=1213 1196 925 905 44 861 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=7 num_cat=0 split_feature=0 0 0 6 9 7 split_gain=3.42224 5.68908 5.0133 5.11664 8.91623 6.0825 threshold=0.0042115000000000008 3.5000000000000004e-05 2.7446330000000003 84.342898720943396 6.3944237114723839 76.620775124742622 decision_type=8 10 8 10 10 10 left_child=1 -1 3 -2 -5 -6 right_child=2 -3 -4 4 5 -7 leaf_value=0.028280129766751507 0.064843929619945062 -0.078836394666338086 -0.011067689732985548 -0.11134795415993902 -0.0076342981707285002 0.086278061335519352 leaf_weight=8.4531694427132624 24.815357357263565 11.992569878697394 58.475517172366381 5.5048092901706687 18.55271148309112 10.977189393714069 leaf_count=62 281 40 410 26 179 215 internal_value=0.00322867 -0.0345497 0.00975648 0.0301024 0.00549468 0.0272759 internal_weight=138.771 20.4457 118.326 59.8501 35.0347 29.5299 internal_count=1213 102 1111 701 420 394 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=7 num_cat=0 split_feature=5 4 3 2 4 7 split_gain=4.41965 5.41758 5.08617 8.56832 7.44968 5.41537 threshold=59.000000000000007 126.00000000000001 6.5000000000000009 6.5000000000000009 6106.0000000000009 79.482860341514581 decision_type=8 8 8 8 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=-0.082585939246845527 0.083860371724292102 -0.067409442398527392 0.1054222957712036 0.0030405925872314206 0.092888039276937229 0.049485028819449516 leaf_weight=5.8841086886823168 8.3734627664089185 25.592253958806399 9.0457863211631757 84.84794507548213 4.1947706509381524 4.6893187686800948 leaf_count=115 29 332 19 641 33 44 internal_value=0.00227451 0.00592608 0.000842495 0.0129041 -0.0320064 -0.0493075 internal_weight=142.628 136.744 128.37 93.8937 34.4763 30.2816 internal_count=1213 1098 1069 660 409 376 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=7 num_cat=0 split_feature=21 3 4 4 4 0 split_gain=4.99523 3.63646 4.49012 7.64099 3.22654 6.50693 threshold=0.14357116100000003 71.500000000000014 23996.500000000004 4534.0000000000009 149.00000000000003 0.00025450000000000006 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=-0.083508823316825409 -0.03989136713434828 -0.086748524674564675 0.076091296093698191 -0.081985874479431051 0.14807193870879207 0.012681246058240794 leaf_weight=6.3640767559409142 10.803248919546602 4.0025976616889229 9.535621698945759 9.3577884864062053 3.6833680272102347 97.857312585227191 leaf_count=26 107 65 50 275 6 684 internal_value=0.00307262 0.00714694 0.0100107 0.00483307 0.0120647 0.0175925 internal_weight=141.604 135.24 131.237 121.702 112.344 101.541 internal_count=1213 1187 1122 1072 797 690 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=7 num_cat=0 split_feature=20 4 10 11 0 0 split_gain=19.7372 0.000342295 0.000252719 9.81084e-05 9.08206e-05 7.07787e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 10.500000000000002 1.7817065000000001 0.0061140000000000005 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=0.077393411841229082 -0.079390789209220158 -0.077371343516627958 -0.076365519624467915 -0.078306564332401837 -0.077030687086275029 -0.076956341983320783 leaf_weight=11.980543434619904 0.62054859381169336 6.0324309756979444 4.8799450984224668 1.3519258797168725 0.94993124157190312 12.893230428919194 leaf_count=17 20 154 271 18 35 698 internal_value=-0.0292623 -0.0770696 -0.0770144 -0.0771636 -0.07778 -0.0770886 internal_weight=38.7086 26.728 26.1075 21.2275 2.30186 18.9257 internal_count=1213 1196 1176 905 53 852 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=7 num_cat=0 split_feature=0 0 0 5 0 3 split_gain=3.35874 5.31809 5.13001 5.68498 5.20828 3.97778 threshold=47.407128000000007 30.053426000000005 4.6811795000000016 519.00000000000011 0.0075905000000000009 18.500000000000004 decision_type=10 10 10 10 10 8 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.019218662830083715 -0.088279158879605482 0.070288924122306112 0.066956909048669799 -0.06242988241766087 0.036965634274305791 -0.056162606910982418 leaf_weight=36.706853285431862 3.8895537927746764 11.722049728035925 4.0696870945394066 20.509565837681293 53.016764469444752 5.0208172220736733 leaf_count=198 17 84 31 172 672 39 internal_value=0.00329793 0.00601602 -0.000297985 -0.0410068 0.010263 0.0289091 internal_weight=134.935 131.046 119.324 24.5793 94.7444 58.0376 internal_count=1213 1196 1112 203 909 711 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=7 num_cat=0 split_feature=5 4 6 7 8 6 split_gain=4.00017 4.46848 4.45867 5.62801 5.50949 6.80632 threshold=59.000000000000007 126.00000000000001 84.166200197150474 72.152584692361657 4.3661747417679626 72.361363900398871 decision_type=8 8 8 8 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=-0.082215637384977933 0.07717219984127309 -0.03282038629016739 0.076472465211653767 0.0019032059586117139 -0.083271810310208388 0.12942008291519264 leaf_weight=5.4146479461342087 8.158442944288252 10.214404715225102 11.444539714604614 87.536500284448266 12.671181580051778 3.4622731208801261 leaf_count=115 29 133 74 682 174 6 internal_value=0.00204405 0.00546188 0.000793806 0.0105252 -0.035764 0.00825105 internal_weight=138.902 133.487 125.329 98.981 26.3479 13.6767 internal_count=1213 1098 1069 756 313 139 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=7 num_cat=0 split_feature=21 3 4 4 8 9 split_gain=4.39005 3.30953 3.93016 6.84854 2.8096 6.16868 threshold=0.14357116100000003 71.500000000000014 23996.500000000004 4534.0000000000009 4.4954850976912946 6.3944237114723839 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.083387038826330973 -0.01256082241342958 -0.086048536054726218 0.072387888348347001 -0.081497716015545618 0.065012327652933175 0.0031245095589834005 leaf_weight=5.6514434516429901 34.472683714702725 3.745553432032465 9.1731454096734506 8.6003987495787424 23.084188509732485 53.277144169434905 leaf_count=26 294 65 50 275 102 401 internal_value=0.00292579 0.00661132 0.00930994 0.00446524 0.0111357 0.0218333 internal_weight=138.005 132.353 128.608 119.434 110.834 76.3613 internal_count=1213 1187 1122 1072 797 503 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=7 num_cat=0 split_feature=19 4 10 11 0 0 split_gain=17.6926 0.000314596 0.000191698 8.53757e-05 9.20791e-05 4.49039e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 10.500000000000002 19.479614000000002 0.0061140000000000005 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=0.077128871857325323 -0.079176569633009314 -0.077249523601753772 -0.076253272996716831 -0.077963006648648608 -0.077052925909126088 -0.076769457101642027 leaf_weight=10.725657999515533 0.59230008255690592 2.3383652754128041 4.4721044092439106 1.568346619606017 3.8185323169454932 11.683758766390381 leaf_count=17 20 78 271 37 92 698 internal_value=-0.0299652 -0.0769 -0.0768435 -0.0769795 -0.0773179 -0.0768495 internal_weight=35.1991 24.4734 23.8811 19.409 5.38688 14.0221 internal_count=1213 1196 1176 905 129 776 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=7 num_cat=0 split_feature=15 10 9 7 10 0 split_gain=3.15975 4.16577 3.6364 6.29208 5.83843 4.8366 threshold=4.5000000000000009 50.000000000000007 6.1021579087979108 37.403523016077571 30.500000000000004 47.407128000000007 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 5 -4 right_child=1 -3 4 -5 -6 -7 leaf_value=0.0081824065885273845 -0.062618580654961453 0.082647944367662096 0.055958648464386432 -0.07144548739461358 -0.070413177567049429 -0.090638429372088061 leaf_weight=63.03822186589241 12.659934138879178 2.338763650506734 34.115243423730135 11.777493119239805 4.857007957994937 2.4095058739185324 leaf_count=511 115 75 403 50 52 7 internal_value=0.0032284 -0.039967 0.00880404 -0.00435262 0.0325905 0.0462878 internal_weight=131.196 14.9987 116.197 74.8157 41.3818 36.5247 internal_count=1213 190 1023 561 462 410 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=7 num_cat=0 split_feature=5 4 3 2 9 4 split_gain=3.70708 3.90577 3.68876 5.45382 6.0484 5.94455 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5.6838105482676164 5872.0000000000009 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=-0.081810152665341015 0.07272838542314207 -0.045997478118684876 -0.031727844393965664 -0.03965812357350338 0.11144996504780556 0.015197691718519575 leaf_weight=5.0987060721963635 8.0164179056882841 14.87205136194825 4.3139149956405154 28.382920876145363 9.3350712992250902 64.985627643764019 leaf_count=115 29 200 33 403 36 397 internal_value=0.00183222 0.00511512 0.000668338 0.00715341 0.066197 -0.00147782 internal_weight=135.005 129.906 121.89 107.018 13.649 93.3685 internal_count=1213 1098 1069 869 69 800 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=7 num_cat=0 split_feature=13 10 5 2 7 0 split_gain=4.01159 3.10446 3.59979 4.80153 4.07804 5.54032 threshold=49191.500000000007 41.000000000000007 4795.5000000000009 18.500000000000004 75.855137152032043 31.825229500000003 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=-0.077624829795772718 0.013538979684095693 0.068062047068416884 -0.04835332140876325 0.14456529461184586 -0.071357373817812694 0.073815664069170686 leaf_weight=5.9194291392341256 89.571122084744275 7.7175544872879973 12.41779694566503 2.5325985299423328 12.684188041370364 3.3161019831895819 leaf_count=130 629 62 173 48 159 12 internal_value=0.00286104 0.0065762 0.00263899 0.00849642 0.00523221 -0.0412699 internal_weight=134.159 128.239 120.522 108.104 105.571 16.0003 internal_count=1213 1083 1021 848 800 171 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=7 num_cat=0 split_feature=19 4 10 11 0 10 split_gain=15.7716 0.000259508 0.000134091 5.58818e-05 5.84447e-05 3.70827e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 10.500000000000002 19.479614000000002 41.000000000000007 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.076880632459782883 -0.078884595498818474 -0.076700593835088593 -0.076393664557233815 -0.077641562575862036 -0.076878927039532363 -0.075759105612823938 leaf_weight=9.5192776322364807 0.55337810143828647 12.878076955443253 2.6572467032819977 1.4062131852842856 3.5208543622866273 1.4093863491434602 leaf_count=17 20 776 149 37 92 122 internal_value=-0.030966 -0.076746 -0.0766918 -0.0768102 -0.0770966 -0.0761737 internal_weight=31.9444 22.4252 21.8718 17.8051 4.92707 4.06663 internal_count=1213 1196 1176 905 129 271 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=7 num_cat=0 split_feature=8 2 10 11 3 3 split_gain=2.6598 4.12305 5.20671 5.78794 4.29803 4.54839 threshold=7.2916023631910933 8.5000000000000018 30.500000000000004 12.500000000000002 3.5000000000000004 4.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=0.010094487309010754 -0.045541125883546092 0.057075293691189036 -0.081163622514346667 0.10882260530694346 -0.12496629162192302 -0.018170014365510467 leaf_weight=57.667986512184143 10.308003552258013 27.253402967005968 6.296437628567217 2.1514620743691921 4.9956877827644375 19.768644209951162 leaf_count=407 86 394 81 35 16 194 internal_value=0.00317486 0.00742567 0.0358133 -0.032779 -0.00486897 -0.0397139 internal_weight=128.442 118.134 35.7013 8.4479 82.4323 24.7643 internal_count=1213 1127 510 116 617 210 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=7 num_cat=0 split_feature=5 4 6 8 3 7 split_gain=3.38038 3.41441 3.40821 5.04822 5.15327 4.68968 threshold=59.000000000000007 126.00000000000001 84.166200197150474 4.3661747417679626 6.5000000000000009 72.152584692361657 decision_type=8 8 8 8 10 8 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-0.081283550104618074 0.068338880246940695 -0.031196105509247979 0.069979002770213919 -0.082318061199065554 0.10918302269882343 0.00096923169735115282 leaf_weight=4.727888721972703 7.9370358139276496 8.8958467692136782 11.15252543799579 11.146617536433039 3.7038198728114358 84.147928056307137 leaf_count=115 29 131 74 174 8 682 internal_value=0.00174184 0.00483306 0.000599025 -0.0332974 0.01007 0.00904509 internal_weight=131.712 126.984 119.047 23.7463 12.5997 95.3005 internal_count=1213 1098 1069 313 139 756 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=7 num_cat=0 split_feature=21 0 7 7 4 4 split_gain=3.58081 3.04914 5.03154 4.89171 3.70425 7.94546 threshold=0.14357116100000003 23.872839500000005 76.317822447666359 80.809799860552957 32495.000000000004 4353.5000000000009 decision_type=8 10 10 8 10 10 left_child=-1 2 4 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.083976772617912088 0.025803240551680325 -0.065596617935282639 -0.041271971994191275 0.075693151470308778 0.096145765310133621 -0.065940949324430884 leaf_weight=4.6024514064192772 79.795718259178102 11.91248729638755 15.569370659999548 3.0849987119436273 5.990580389276146 10.706339891999958 leaf_count=26 483 115 294 8 30 257 internal_value=0.00267342 0.00581213 0.0114793 -0.0365332 0.0199909 0.01495 internal_weight=131.662 127.059 112.062 14.9975 96.4926 90.5021 internal_count=1213 1187 1064 123 770 740 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=7 num_cat=0 split_feature=19 4 10 11 0 0 split_gain=14.1219 0.000208029 0.000103473 4.50534e-05 4.65876e-05 2.82567e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 10.500000000000002 19.479614000000002 0.0061140000000000005 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.076672257097849444 -0.078589742302615673 -0.07690355574347596 -0.076079404987563687 -0.077434673749977145 -0.076726294457979169 -0.076488769311502947 leaf_weight=8.4883510768413544 0.51410344801843422 1.9728459622710985 3.7569009403232476 1.3001427799463261 3.2470955513417721 9.804669686825946 leaf_count=17 20 78 271 37 92 698 internal_value=-0.0318691 -0.0766034 -0.0765526 -0.0766615 -0.0769288 -0.0765582 internal_weight=29.0841 20.5958 20.0817 16.3248 4.54724 11.7775 internal_count=1213 1196 1176 905 129 776 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=7 num_cat=0 split_feature=15 16 19 9 6 8 split_gain=2.56788 3.87009 2.91119 2.88825 5.33984 5.04266 threshold=4.5000000000000009 2.0000000000000004 1.0000000180025095e-35 6.1021579087979108 83.624997229692312 6.0384648745748981 decision_type=10 8 8 10 10 10 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.008857954866741435 -0.075784763264696353 -0.075589031347879032 0.097510079079179413 0.085841254744148388 -0.061871259717947102 0.007068181332425854 leaf_weight=60.296986747533083 8.9875735919922555 1.4658572375774384 2.8814241737127313 11.44025926850736 12.970132805407045 28.055590091273189 leaf_count=494 100 8 82 150 67 312 internal_value=0.00318024 -0.0383173 0.0391429 0.00808756 -0.0036629 0.0298854 internal_weight=126.098 13.3349 4.34728 112.763 73.2671 39.4958 internal_count=1213 190 90 1023 561 462 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=7 num_cat=0 split_feature=5 10 15 4 3 2 split_gain=3.06262 3.22308 4.19775 3.10529 3.20223 6.11475 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 126.00000000000001 6.5000000000000009 6.5000000000000009 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.080767715638385335 0.064061478382704082 -0.077748087169396463 0.090105328013201674 -0.02921464285936843 0.093995754112349797 0.00020687574488237738 leaf_weight=4.3576553035527459 7.8612285852432242 4.5860747555270782 5.8748204037547103 29.27383326459676 7.7310084104537955 68.93922830466181 leaf_count=115 29 141 30 408 19 471 internal_value=0.00163389 0.00452348 0.00767608 0.00342094 -0.00107869 0.00966403 internal_weight=128.624 124.266 119.68 113.805 105.944 76.6702 internal_count=1213 1098 957 927 898 490 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=7 num_cat=0 split_feature=13 4 4 8 8 9 split_gain=3.22312 2.74102 6.88459 3.67431 4.85916 6.32719 threshold=49191.500000000007 23996.500000000004 4534.0000000000009 5.2927476730057128 4.9765297877802039 6.0140020083714285 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=-0.077405941459600502 -0.005888274203412115 0.060410097032651627 -0.08178437237265497 0.035945093179598514 -0.095403252726799184 0.10534034223662117 leaf_weight=4.8634578958153725 61.601460713893175 8.493812542408703 9.1296635088510794 33.785508102271706 5.3822656609117976 5.5772243514657012 leaf_count=130 366 70 300 296 33 18 internal_value=0.0024505 0.00558334 0.00155057 0.00870474 -0.0039788 0.00334601 internal_weight=128.833 123.97 115.476 106.346 72.561 67.1787 internal_count=1213 1083 1013 713 417 384 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=7 num_cat=0 split_feature=19 4 10 5 8 4 split_gain=12.7848 0.000174223 8.42138e-05 4.27978e-05 4.50642e-05 2.93712e-05 threshold=1.0000000180025095e-35 109.00000000000001 32.000000000000007 13540.000000000002 6.797036859624134 343.00000000000006 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=0.076513057088385267 -0.078355586457890924 -0.07665097713098222 -0.075788234843707211 -0.076025577730401583 -0.077028173255332552 -0.076350156245074269 leaf_weight=7.692438155412674 0.48167803976685419 6.0955781121738308 1.8451966124121089 1.7015675818547595 1.7727522312197823 6.9421094895806164 leaf_count=17 20 328 158 80 96 514 internal_value=-0.0321202 -0.0764782 -0.076429 -0.0765006 -0.0765551 -0.0764908 internal_weight=26.5313 18.8389 18.3572 16.512 14.8104 13.0377 internal_count=1213 1196 1176 1018 938 842 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=7 num_cat=0 split_feature=15 16 10 16 19 6 split_gain=2.12853 3.42084 2.82383 6.94663 2.51557 2.11915 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 123.39221534797306 decision_type=10 8 10 10 8 10 left_child=2 -2 3 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.0030539819522302589 -0.073818869271159479 -0.075506460079643095 -0.07051317698175695 0.095585213363949539 0.096367710179317362 0.038507614694623354 leaf_weight=83.853377319872379 8.1179926022887194 1.2631208002567291 4.4634627364575854 8.8381063118576986 2.6135065630078325 14.370606482028959 leaf_count=676 100 8 52 195 82 100 internal_value=0.00311344 -0.0369146 0.00741848 0.0106675 0.040366 0.00302666 internal_weight=123.52 11.9946 111.526 107.062 3.87663 98.224 internal_count=1213 190 1023 971 90 776 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=7 num_cat=0 split_feature=0 2 3 6 9 2 split_gain=2.90459 4.25421 4.37449 4.0542 3.99461 6.02063 threshold=60.179110500000007 64.000000000000014 71.500000000000014 125.38956572919442 7.9660582486088005 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=0.0053815661341989687 0.082329658106523276 -0.1035641581936267 0.082082645801304421 -0.072231245196435409 0.076822636286217327 -0.081462319037209158 leaf_weight=86.996971501968801 4.2923886179924002 3.9413375183939925 6.4549590721726409 7.7754767853766671 6.7832811810076228 8.789491565898059 leaf_count=799 14 31 38 76 44 211 internal_value=0.00149315 -0.00138061 0.0020675 -0.00261321 0.00266431 -0.00258734 internal_weight=125.034 120.742 116.8 110.345 102.57 95.7865 internal_count=1213 1199 1168 1130 1054 1010 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 19 split_gain=2.97378 3.10484 4.31184 7.40329 7.42646 4.25659 threshold=0.87060952110000012 0.14357116100000003 0.69246639775000018 0.59331907385000016 0.62272809245000016 0.24436702830000004 decision_type=10 8 10 10 8 10 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.084246714828457858 -0.11554573762167564 0.099316441847107223 0.096376160221982171 -0.12355749953572735 0.0042101588540212091 -0.12036786155812609 leaf_weight=3.8412739709019661 2.1076139807701102 8.2661186605691892 5.1747378036379805 4.4391979500651351 98.910159624181688 2.8209294453263274 leaf_count=26 7 18 12 10 1127 13 internal_value=0.00223737 0.0042482 0.00709018 0.00305273 0.00816239 0.000755701 internal_weight=125.56 123.452 119.611 114.436 109.997 101.731 internal_count=1213 1206 1180 1168 1158 1140 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=7 num_cat=0 split_feature=19 0 0 10 5 6 split_gain=11.4601 8.91232e-05 6.4197e-05 6.18396e-05 3.44851e-05 4.46868e-05 threshold=1.0000000180025095e-35 0.00025450000000000006 3.5000000000000004e-05 32.000000000000007 13540.000000000002 84.854839424013804 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=0.076340321756351318 -0.076697901933325749 -0.076176737036558029 -0.078269542485293761 -0.075730176614865544 -0.07591687388951919 -0.076563623834653455 leaf_weight=6.8658879101276398 0.81949236616492871 4.6915054484270522 0.38061231933534145 1.6868819524534036 1.5034871362149704 8.2098262479994446 leaf_count=17 62 380 7 158 80 509 internal_value=-0.0329645 -0.076365 -0.0771963 -0.076303 -0.0763701 -0.0764229 internal_weight=24.1577 17.2918 1.2001 16.0917 14.4048 12.9013 internal_count=1213 1196 69 1127 969 889 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 4 split_gain=2.56277 3.88652 3.42599 4.98542 3.75985 5.81921 threshold=47.407128000000007 30.053426000000005 4.6811795000000016 395.00000000000006 0.0042115000000000008 156.00000000000003 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=0.0067450055630390087 -0.085599175391832968 0.061342985762828095 0.084920212846427715 -0.055353684626271542 0.024341210887505241 -0.091033415747653057 leaf_weight=22.924815688282255 3.1824922040104857 11.2153341807425 2.9340014196932342 18.568445965647697 54.28843339998275 8.2868395224213582 leaf_count=147 17 84 21 182 731 31 internal_value=0.00295372 0.00533761 -0.00053252 -0.0362134 0.00844087 -0.0192156 internal_weight=121.4 118.218 107.003 21.5024 85.5001 31.2117 internal_count=1213 1196 1112 203 909 178 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=7 num_cat=0 split_feature=5 20 0 5 10 10 split_gain=2.84106 2.71451 3.69411 4.13619 2.85039 4.87967 threshold=59.000000000000007 0.15581312665000005 0.0042115000000000008 108.50000000000001 35.000000000000007 30.500000000000004 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=-0.080398732321443997 -0.065636977149207534 0.064926307236612232 -0.088518371750181568 0.0021410979394579205 -0.077333615881821249 0.076879071133774776 leaf_weight=4.0886712111532679 5.2891865447163582 10.244057498872278 4.8163073677569619 84.509369419887662 3.9038407779298714 9.7430732101201993 leaf_count=115 26 24 97 751 141 59 internal_value=0.00155774 0.00438539 0.00765665 0.00195927 0.00639881 0.00986692 internal_weight=122.595 118.506 113.217 102.973 98.1563 94.2524 internal_count=1213 1098 1072 1048 951 810 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=7 num_cat=0 split_feature=20 21 0 7 7 15 split_gain=2.63737 2.73517 2.81802 4.6294 3.94725 2.84026 threshold=0.87060952110000012 0.14357116100000003 23.872839500000005 76.317822447666359 80.809799860552957 6.5000000000000009 decision_type=10 8 10 10 8 10 left_child=1 -1 3 -3 -4 -5 right_child=-2 2 4 5 -6 -7 leaf_value=-0.083960371281468729 -0.11108050789585373 0.020365442689559567 -0.063238424891738892 -0.06531096161129947 0.066654485122568385 0.041394412866591478 leaf_weight=3.446208193898201 2.0293205976486197 90.577777656028047 11.039953209459778 10.970141474623231 2.9685801193118104 3.2286858148872843 leaf_count=26 7 763 115 210 8 84 internal_value=0.00198609 0.00386325 0.0064112 0.0120431 -0.0357125 -0.0410471 internal_weight=124.261 122.231 118.785 104.777 14.0085 14.1988 internal_count=1213 1206 1180 1057 123 294 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=7 num_cat=0 split_feature=19 4 10 7 5 4 split_gain=10.0953 0.000111944 5.65002e-05 2.28579e-05 2.44047e-05 2.37046e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 43.536717160486745 16818.000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.076166752771649096 -0.077871609435950118 -0.076139356040700018 -0.07579756342664376 -0.076379886070288255 -0.075862037393187975 -0.076856021717000261 leaf_weight=5.9913854002952576 0.41681487672031003 5.2311117793433342 2.7238587250467399 5.4222986965905884 0.72771214367821802 1.2954162915702907 leaf_count=17 20 441 271 329 39 96 internal_value=-0.0343805 -0.0762545 -0.0762108 -0.0762996 -0.0764121 -0.0764717 internal_weight=21.8086 15.8172 15.4004 12.6765 7.44543 6.71771 internal_count=1213 1196 1176 905 464 425 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=7 num_cat=0 split_feature=0 0 0 7 6 0 split_gain=2.33919 3.17179 2.94668 4.44889 5.41215 3.11088 threshold=47.407128000000007 30.053426000000005 4.6811795000000016 74.755693581310894 124.75253680854804 0.0042115000000000008 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=-0.01742191397419952 -0.084690236146665251 0.055696127946720367 -0.060885376658571091 -0.047815545543243181 0.16007098200658765 0.022566329886306843 leaf_weight=30.591416198760271 2.9736461639404288 11.205695379525421 15.458984542638065 2.7383973374962798 2.3076723273843527 53.437962285242975 leaf_count=178 17 84 128 49 26 731 internal_value=0.00288459 0.0051346 -0.000285409 -0.0342731 0.0472553 0.00800836 internal_weight=118.714 115.74 104.534 20.5051 5.04607 84.0294 internal_count=1213 1196 1112 203 75 909 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=7 num_cat=0 split_feature=5 4 3 2 0 4 split_gain=2.59051 2.60827 2.89932 3.8575 4.64199 4.31118 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 0.058236500000000004 5872.0000000000009 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=-0.079973885894119523 0.061016864540051965 -0.042967357206332393 -0.04790826770019592 -0.037090465700389839 0.097319194710396018 0.013265108553916362 leaf_weight=3.7850359464064232 7.527088835835456 13.637826398946343 2.9521467052400103 23.850546311121434 8.649321733042596 59.21117486525327 leaf_count=115 29 200 36 403 33 397 internal_value=0.00143564 0.00409595 0.000139853 0.00635017 0.0603642 -0.00119411 internal_weight=119.613 115.828 108.301 94.6632 11.6015 83.0617 internal_count=1213 1098 1069 869 69 800 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=7 num_cat=0 split_feature=21 21 21 0 7 7 split_gain=2.3967 2.60531 2.5754 2.27492 3.99228 3.48246 threshold=0.21995678085000001 0.53514027195000013 0.78946906100000003 23.872839500000005 76.317822447666359 80.809799860552957 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 -4 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.054902723946855247 0.053332122529076591 -0.061932111287288517 0.020060277276723586 -0.060442986874879458 -0.039294102851046418 0.062754183454923285 leaf_weight=6.9937710762023926 10.318209700286387 6.184393934905529 71.47461176244542 10.528802523389455 13.467495476361362 2.9338413104414949 leaf_count=35 24 18 719 115 294 8 internal_value=0.00193295 0.00539222 0.00066272 0.00459659 0.0106497 -0.0335953 internal_weight=121.901 114.907 104.589 98.4048 84.9421 13.4626 internal_count=1213 1178 1154 1136 1013 123 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 4 split_gain=9.14309 9.43846e-05 4.32854e-05 1.78138e-05 1.73112e-05 1.66144e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 27922.500000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.076052916693767694 -0.077686928391967461 -0.076043279043793391 -0.075738595265567907 -0.07626155022353337 -0.075819490699580022 -0.076652314929384735 leaf_weight=5.4158967733383179 0.39209691528230983 4.6275363320019069 2.5229117881972352 4.9188962660264233 0.68722464703023423 1.3970980672165749 leaf_count=17 20 434 271 325 37 109 internal_value=-0.0348598 -0.0761565 -0.0761141 -0.0761955 -0.0762961 -0.076348 internal_weight=19.9617 14.5458 14.1537 11.6308 7.00322 6.31599 internal_count=1213 1196 1176 905 471 434 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=7 num_cat=0 split_feature=0 4 3 2 10 11 split_gain=2.14572 2.94731 2.86487 2.25237 3.93978 4.2638 threshold=47.407128000000007 57921.000000000007 39.000000000000007 8.5000000000000018 30.500000000000004 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0032468015231299843 -0.083834969959536182 0.1081807468944288 -0.078889808265905026 0.05000011932924317 -0.080433775533442442 0.099322395336631869 leaf_weight=77.351203333586454 2.7833652123808852 2.7043438646942368 4.1604560865089288 22.217097305692736 5.3070483449846497 1.7562346812337635 leaf_count=621 17 29 48 377 86 35 internal_value=0.00290917 0.00503647 0.0025188 0.00569513 0.0293174 -0.0357387 internal_weight=116.28 113.496 110.792 106.632 29.2804 7.06328 internal_count=1213 1196 1167 1119 498 121 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=7 num_cat=0 split_feature=5 10 15 4 10 5 split_gain=2.37806 2.37249 3.30629 2.41768 2.70859 3.38241 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 126.00000000000001 30.500000000000004 6409.0000000000009 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=-0.079639925305572609 0.057789501648761059 -0.07714909943646997 0.08856752556267776 -0.025715952764171081 0.05290246463101525 0.013154197694762304 leaf_weight=3.5210046051070085 7.4143116921186438 3.5081649967469266 4.6871112659573546 45.343293859623373 8.387803487479685 44.218357233330607 leaf_count=115 29 141 30 670 50 178 internal_value=0.00129721 0.00380674 0.00638742 0.00273164 -0.00143598 -0.00652499 internal_weight=117.08 113.559 110.051 105.364 97.9495 89.5617 internal_count=1213 1098 957 927 898 848 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=7 num_cat=0 split_feature=13 4 4 8 9 8 split_gain=2.22007 2.19367 5.93199 3.19497 4.23626 3.95092 threshold=49191.500000000007 24937.000000000004 4353.5000000000009 5.2927476730057128 5.5606923382088409 4.9765297877802039 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=-0.077284837918447757 0.0021078152685416263 0.058101353453818887 -0.078542909373621794 0.17853844760383003 0.024806495568541538 -0.091900017248549903 leaf_weight=3.4548989594914019 65.459115762263536 7.055614477954804 8.722012371523304 1.912347793579104 28.597019949462265 4.7983505185693494 leaf_count=130 384 68 306 5 287 33 internal_value=0.00171421 0.00405609 0.000573341 0.00742136 0.0344425 -0.00431261 internal_weight=119.999 116.544 109.489 100.767 30.5094 70.2575 internal_count=1213 1083 1015 709 292 417 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=7 num_cat=0 split_feature=20 4 10 6 3 4 split_gain=8.3646 7.89867e-05 3.69335e-05 1.40207e-05 1.53002e-05 2.02181e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 22.500000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075969128150164128 -0.077513717311591068 -0.075964436926385825 -0.075659694004057365 -0.076169711390029829 -0.075821913974496669 -0.076661093671272759 leaf_weight=4.9692718237638474 0.3678644001483925 4.2566507863812122 2.2523954072967181 4.4821499495301405 0.92456136643886555 1.0297026238404212 leaf_count=17 20 434 271 323 69 79 internal_value=-0.0347444 -0.0760688 -0.0760277 -0.0761052 -0.0761984 -0.0762615 internal_weight=18.2826 13.3133 12.9455 10.6931 6.43641 5.51185 internal_count=1213 1196 1176 905 471 402 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=7 num_cat=0 split_feature=0 4 5 0 4 0 split_gain=1.94028 2.59004 2.46115 2.09858 5.20712 6.71895 threshold=47.407128000000007 57921.000000000007 11641.500000000002 0.0042115000000000008 149.00000000000003 3.5000000000000004e-05 decision_type=10 10 10 8 8 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.10080667922144665 -0.083119731108184811 0.10148089461468926 -0.056211877949730052 0.012499721328752253 -0.08838759761422868 -0.077078349657505874 leaf_weight=5.0255160406231898 2.566256456077098 2.7052348274737588 6.7162319095805278 85.866432319395244 7.4170175194740287 3.6768953800201416 leaf_count=57 17 29 86 980 30 14 internal_value=0.00284822 0.00482848 0.00242312 0.00628451 -0.0268233 0.0256477 internal_weight=113.974 111.407 108.702 101.986 16.1194 8.70241 internal_count=1213 1196 1167 1081 101 71 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=7 num_cat=0 split_feature=5 0 5 5 5 2 split_gain=2.19128 2.24095 2.39341 2.80301 3.25743 2.4627 threshold=59.000000000000007 0.00084900000000000004 108.50000000000001 126.00000000000001 210.50000000000003 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=-0.079319675281528029 0.060844878877992573 -0.061796130496798912 0.09815091231121012 -0.092324775456299357 0.046549489369846625 -0.0020083558377610301 leaf_weight=3.2874672552570692 6.4249046444892874 5.9131995681673279 3.0453704521059981 3.6217971444129935 12.023908685892819 79.519571300595999 leaf_count=115 20 101 12 47 109 809 internal_value=0.00113563 0.00352819 -8.50293e-06 0.00371169 0.000689554 0.00436954 internal_weight=113.836 110.549 104.124 98.2106 95.1653 91.5435 internal_count=1213 1098 1078 977 965 918 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=7 num_cat=0 split_feature=20 5 0 5 4 8 split_gain=2.28008 2.21349 2.46302 6.62593 5.36076 3.74798 threshold=0.87060952110000012 21926.500000000004 0.10875250000000002 161.00000000000003 163.00000000000003 4.4954850976912946 decision_type=10 10 8 10 10 8 left_child=1 2 3 4 -1 -4 right_child=-2 -3 5 -5 -6 -7 leaf_value=-0.031837260392449628 -0.10644791070958573 -0.070776470393683205 -0.031336485623256471 -0.087829173431099389 0.066945501616614098 0.025291694183232134 leaf_weight=12.345179878175264 1.923227161169051 3.8942597834393373 14.206668777391313 9.4502093603368831 9.8986432626843435 65.91977077559568 leaf_count=156 7 78 110 207 42 613 internal_value=0.00154133 0.00333616 0.0059172 -0.0176807 0.0121217 0.0152513 internal_weight=117.638 115.715 111.82 31.694 22.2438 80.1264 internal_count=1213 1206 1128 405 198 723 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=7 num_cat=0 split_feature=20 4 10 6 3 4 split_gain=7.55579 7.74931e-05 2.83744e-05 1.18794e-05 1.19897e-05 1.65671e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 22.500000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075869567658197842 -0.077460327015682617 -0.075880178869681555 -0.075608980355996558 -0.076076282459109024 -0.075758873054300735 -0.076538268333365314 leaf_weight=4.4725872576236725 0.34727264987304884 3.8960216750856462 2.0761963190743709 4.1192019837908456 0.85658500669524062 0.95646342157851894 leaf_count=17 20 434 271 323 69 79 internal_value=-0.0353766 -0.0759878 -0.0759449 -0.0760158 -0.0761049 -0.0761633 internal_weight=16.7243 12.2517 11.9045 9.82827 5.93225 5.07567 internal_count=1213 1196 1176 905 471 402 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=7 num_cat=0 split_feature=0 4 5 2 10 11 split_gain=1.77002 2.30377 2.09607 1.89485 3.4943 3.88423 threshold=47.407128000000007 72367.500000000015 44852.000000000007 8.5000000000000018 30.500000000000004 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0035112500560135051 -0.082486509438281175 0.1171848610208796 -0.078826150627096858 0.045370991698449735 -0.078896835172511559 0.098055792058392155 leaf_weight=75.177022032439709 2.3973350487649432 1.78083325177431 3.0778425503522149 22.57290526852012 5.1661596521735182 1.6324683483690021 leaf_count=621 17 17 39 388 96 35 internal_value=0.00251326 0.00437577 0.00250919 0.00490365 0.0264417 -0.0364074 internal_weight=111.805 109.407 107.626 104.549 29.3715 6.79863 internal_count=1213 1196 1179 1140 519 131 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=7 num_cat=0 split_feature=5 10 15 11 10 2 split_gain=2.00031 2.07007 2.84961 2.13831 4.54172 3.09312 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 9.5000000000000018 30.500000000000004 12.500000000000002 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=-0.079093562564364908 0.001116578485881166 -0.076905714584012144 0.08703562747234421 0.013533385360124873 0.091716184762484346 -0.10390076096514939 leaf_weight=3.0265901377424589 86.70150332339108 3.1235858406871548 4.138453744351863 4.5601759105920774 5.9102745689451686 4.4137735906988382 leaf_count=115 758 141 30 28 35 106 internal_value=0.00109573 0.00332546 0.00569586 0.0023822 0.00689844 -0.0442258 internal_weight=111.874 108.848 105.724 101.586 92.6118 8.97395 internal_count=1213 1098 957 927 793 134 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=7 num_cat=0 split_feature=9 9 10 7 4 4 split_gain=1.96208 3.51793 2.98796 2.55375 2.1363 3.17314 threshold=7.8464943593056891 7.5629028176013291 35.000000000000007 77.281931130889689 24937.000000000004 1364.5000000000002 decision_type=10 10 10 8 10 10 left_child=1 4 -2 -3 5 -1 right_child=2 3 -4 -5 -6 -7 leaf_value=0.0043586744524805971 -0.062453097981156017 0.1022701327065587 0.062324165664494752 -0.012555270866280749 0.087771611997256457 -0.05462224615537592 leaf_weight=81.890481989830732 9.4034610930830222 6.1210043048486087 2.4112291978672138 2.8334869346581408 2.7161927223205558 10.264863690361379 leaf_count=516 304 39 37 116 10 191 internal_value=0.00162635 0.00602035 -0.0369876 0.0659357 0.000365217 -0.00221101 internal_weight=115.641 103.826 11.8147 8.95449 94.8715 92.1553 internal_count=1213 872 341 155 717 707 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=6.87033 6.43507e-05 2.44503e-05 8.95756e-06 9.52895e-06 1.35735e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 22.500000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075792452846776409 -0.077298513600332103 -0.075816420938478513 -0.075539133506528688 -0.075991535751350106 -0.075696583247469917 -0.076427298444906366 leaf_weight=4.0678811073303223 0.32531341630965194 3.6004717366304222 1.8421963382279507 3.7854829429415995 0.78177349851466704 0.88120807835366566 leaf_count=17 20 434 271 323 69 79 internal_value=-0.0355367 -0.0759126 -0.0758712 -0.0759388 -0.0760197 -0.0760738 internal_weight=15.2843 11.2164 10.8911 9.04894 5.44846 4.66669 internal_count=1213 1196 1176 905 471 402 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=7 num_cat=0 split_feature=0 2 5 2 11 4 split_gain=1.61051 2.03552 2.14424 2.34219 2.97005 2.45501 threshold=47.407128000000007 87.000000000000014 11641.500000000002 8.5000000000000018 10.500000000000002 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=0.0046187132252049901 -0.081950231754726599 0.099701251851195882 -0.054959380271034322 0.032495587020327045 -0.095175932575519637 -0.10010895290612265 leaf_weight=68.95473506487906 2.2182859629392615 2.1833254322409621 6.1882865894585839 24.565782074816525 3.3464405015110961 2.3134615309536448 leaf_count=587 17 21 90 466 17 15 internal_value=0.0023909 0.00413045 0.00215015 0.00571345 -0.00310417 0.00121911 internal_weight=109.77 107.552 105.369 99.1804 74.6146 71.2682 internal_count=1213 1196 1175 1085 619 602 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=1.8535 3.54406 3.33327 4.94677 3.91576 6.49267 threshold=64.315626000000009 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=0.01088982486670761 0.088709070001913137 -0.10531137226094292 0.054688902827202707 -0.086906267241777455 0.062053852656607712 -0.058257899658329559 leaf_weight=58.687121976166964 2.356950916349887 3.1574180405586949 10.847420873120425 6.6632613083347669 9.7941139964386803 17.666700737783685 leaf_count=408 10 35 97 90 147 426 internal_value=0.000992511 -0.000943 0.00223604 -0.00389446 0.00252624 -0.00510953 internal_weight=109.173 106.816 103.659 92.8112 86.1479 76.3538 internal_count=1213 1203 1168 1071 981 834 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=7 num_cat=0 split_feature=20 19 19 21 19 21 split_gain=2.06401 1.98419 6.70881 3.42343 3.83643 1.81647 threshold=0.87060952110000012 0.69246639775000018 0.59331907385000016 0.62272809245000016 0.24436702830000004 0.78946906100000003 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=0.061220786595181965 -0.1034651644234445 0.058289742841678628 -0.11930252669566549 0.00053082651944307501 -0.11681001734081019 0.089263245998483232 leaf_weight=9.8920233026146871 1.8424693197011937 6.186391942203044 4.5106789320707312 86.166809508576989 2.7602681741118422 2.3705538511276236 leaf_count=38 7 16 12 1123 13 4 internal_value=0.00151544 0.00324418 2.24979e-05 0.00534159 -0.000712877 0.0029066 internal_weight=113.729 111.887 105.7 101.19 91.2976 88.5374 internal_count=1213 1206 1190 1178 1140 1127 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=7 num_cat=0 split_feature=19 4 10 7 5 4 split_gain=6.39138 5.07877e-05 1.97093e-05 6.54844e-06 8.04957e-06 7.06125e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 43.536717160486745 12842.500000000002 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075737295671445992 -0.077121131036943527 -0.075761230814952618 -0.075491722471438025 -0.075922582782652126 -0.075549523222000647 -0.076247224101480729 leaf_weight=3.8070719838142395 0.30137417791411003 3.4537540832534406 1.6855408635456122 3.5900398617377514 0.47402895218692709 0.82372932229191054 leaf_count=17 20 441 271 329 43 92 internal_value=-0.0350178 -0.0758421 -0.0758036 -0.0758666 -0.0759411 -0.0759832 internal_weight=14.1355 10.3285 10.0271 8.34155 4.8878 4.41377 internal_count=1213 1196 1176 905 464 421 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 8 split_gain=1.59497 2.8545 1.92735 4.75906 3.50167 3.37999 threshold=4.5000000000000009 2.0000000000000004 6.1021579087979108 83.534692932856203 6.0384648745748981 5.0499990851356271 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=0.0086072844480296166 -0.074327380546035521 0.051790159252919493 0.075700820104602884 0.0061943222093467651 0.0043444040931303607 -0.1027273430617046 leaf_weight=54.754238439723849 6.3197733089327794 2.5064016468822956 9.8127464773133379 4.6292641684412938 22.98815113119781 7.4080758690834045 leaf_count=491 100 90 150 28 312 42 internal_value=0.00222956 -0.0385133 0.00584031 -0.00390845 0.0256915 -0.0608388 internal_weight=108.419 8.82617 99.5925 66.7916 32.8009 12.0373 internal_count=1213 190 1023 561 462 70 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=7 num_cat=0 split_feature=5 0 3 4 6 7 split_gain=1.86045 1.96799 2.2459 3.27745 4.75068 8.12812 threshold=59.000000000000007 0.00084900000000000004 3.5000000000000004 840.50000000000011 84.854839424013804 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=-0.07884890538947531 0.058593403470397432 -0.037430895589328765 0.066975956299367811 -0.073550858249462239 0.091010284366439376 -0.0063083869022167102 leaf_weight=2.846153342165052 6.0209967344999304 13.975920332595704 7.9454638157039872 7.9745545648038378 10.062440780922769 58.33982289978303 leaf_count=115 20 216 44 153 56 609 internal_value=0.000920246 0.0030966 -0.000302712 0.00585106 -0.000507745 0.00800786 internal_weight=107.165 104.319 98.2982 84.3223 76.3768 68.4023 internal_count=1213 1098 1078 862 818 665 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 0 split_gain=1.92569 1.99155 5.79247 3.21959 3.37128 1.66862 threshold=0.14357116100000003 0.69246639775000018 0.59331907385000016 0.62272809245000016 0.24436702830000004 23.872839500000005 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.085755524895984384 0.060001353755202429 0.059374322375579318 -0.11478915603178147 0.0079717478806826253 -0.11192698188859984 -0.032041827958667675 leaf_weight=2.4808398932218552 9.602309897541998 5.9964443221688262 4.2103917747735968 75.634732104837894 2.6546213477849951 12.08733636792749 leaf_count=26 22 15 10 1004 13 123 internal_value=0.00137264 0.00333433 0.000109044 0.00494772 -0.000901594 0.00245823 internal_weight=112.667 110.186 104.189 99.979 90.3767 87.7221 internal_count=1213 1187 1172 1162 1140 1127 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=7 num_cat=0 split_feature=19 4 10 11 0 0 split_gain=5.91048 4.08509e-05 1.52952e-05 5.75735e-06 4.75305e-06 4.29594e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 10.500000000000002 19.479614000000002 0.0042115000000000008 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=0.075681400933917758 -0.076967069579467154 -0.075941582253648998 -0.075455233551489198 -0.076172308728621602 -0.075844444614323658 -0.075704086339657958 leaf_weight=3.533855065703392 0.27996549522503933 0.91479753982275713 1.5575939688133074 0.6112596322782341 1.5983838913962243 4.5489985456224531 leaf_count=17 20 71 271 37 92 705 internal_value=-0.0347469 -0.075777 -0.0757409 -0.0757989 -0.0759351 -0.0757439 internal_weight=13.0449 9.511 9.23103 7.67344 2.20964 5.4638 internal_count=1213 1196 1176 905 129 776 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=7 num_cat=0 split_feature=0 0 0 5 3 2 split_gain=1.44383 1.5777 2.83261 3.48236 2.32512 2.32177 threshold=47.407128000000007 26.129646000000005 4.6811795000000016 519.00000000000011 15.500000000000002 8.5000000000000018 decision_type=10 10 10 10 10 10 left_child=1 2 5 -4 -3 -1 right_child=-2 4 3 -5 -6 -7 leaf_value=-0.0015175016119626803 -0.081356871749023549 0.0017603962179321482 0.046851860913766474 -0.062671085058189482 0.090629903124367528 0.041298272593811143 leaf_weight=60.084228340536356 2.0300486832857123 7.314010374248026 3.7459713891148594 12.902458321303127 4.9273772947490215 16.047974342480302 leaf_count=522 17 47 27 162 51 387 internal_value=0.00217422 0.00378886 -0.000663173 -0.0380279 0.037532 0.00750767 internal_weight=107.052 105.022 92.7806 16.6484 12.2414 76.1322 internal_count=1213 1196 1098 189 98 909 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=7 num_cat=0 split_feature=20 20 10 10 10 15 split_gain=1.68334 1.91373 1.67597 3.53835 2.49325 1.86557 threshold=0.15581312665000005 0.20344614855000001 35.000000000000007 30.500000000000004 16.500000000000004 6.5000000000000009 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.062323232276481524 0.095891852347792142 -0.0013306015105680636 -0.076616077145804762 0.071996307432503598 -0.09624334270486043 0.089999426836256113 leaf_weight=4.0566409081220627 2.1873913481831551 84.24768225941807 2.6838404848240307 6.9939142651855937 2.7140416065230957 2.2975809872150412 leaf_count=26 6 868 141 59 100 13 internal_value=0.00083963 0.00337343 0.00132795 0.00350127 -0.00186566 0.001094 internal_weight=105.181 101.124 98.9371 96.2532 89.2593 86.5453 internal_count=1213 1187 1181 1040 981 881 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 21 split_gain=1.95768 1.79831 2.63188 5.2837 4.5968 3.0869 threshold=0.87060952110000012 0.14357116100000003 0.69246639775000018 0.59331907385000016 0.62272809245000016 0.78946906100000003 decision_type=10 8 10 10 8 8 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.085305607220814983 -0.1021599832670753 0.075932790525196206 0.072758980562456152 -0.11064984776458722 -0.12087449655548983 0.0019671894310459618 leaf_weight=2.2638524770736694 1.8031082823872555 8.5274542272090894 5.4044225960969916 4.058919556438922 2.0949112996459007 86.992676783585921 leaf_count=26 7 18 12 10 7 1133 internal_value=0.00118943 0.00289371 0.00475843 0.00114389 0.00579238 -0.000921456 internal_weight=111.145 109.342 107.078 101.674 97.615 89.0876 internal_count=1213 1206 1180 1168 1158 1140 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=7 num_cat=0 split_feature=19 4 10 11 0 0 split_gain=5.29695 3.25579e-05 1.32801e-05 4.81414e-06 3.90861e-06 3.42732e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 10.500000000000002 19.479614000000002 0.0042115000000000008 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=0.075604724048959196 -0.076822093657286622 -0.075872952961787477 -0.075404530900766459 -0.076095227197498477 -0.075786000378526175 -0.075652700290812613 leaf_weight=3.1454990655183792 0.26027415692805966 0.84941846318542946 1.3944738582358693 0.56583376531489227 1.4724875385873017 4.1990224717883393 leaf_count=17 20 71 271 37 92 705 internal_value=-0.0356773 -0.0757204 -0.0756866 -0.0757421 -0.0758718 -0.0756898 internal_weight=11.887 8.74151 8.48124 7.08676 2.03832 5.04844 internal_count=1213 1196 1176 905 129 776 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=7 num_cat=0 split_feature=15 16 11 10 10 0 split_gain=1.39426 2.62162 1.79995 4.06967 3.66549 1.51821 threshold=4.5000000000000009 2.0000000000000004 12.500000000000002 19.500000000000004 13.500000000000002 0.0042115000000000008 decision_type=10 10 10 10 10 8 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.026957283641788284 -0.07339453189927754 0.051894966977999182 0.09723558270113293 -0.098607199631123396 0.097278918365602846 0.0088855624990308406 leaf_weight=14.097456797957419 5.8456044709309918 2.3380855210125446 2.0873932503163806 3.7594026029109946 4.3372101914137593 73.071202917024493 leaf_count=97 100 90 98 37 108 683 internal_value=0.00204416 -0.0375992 0.00537667 0.00336392 0.00755327 0.00308883 internal_weight=105.536 8.18369 97.3527 95.2653 91.5059 87.1687 internal_count=1213 190 1023 925 888 780 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=7 num_cat=0 split_feature=5 4 3 5 2 9 split_gain=1.70609 1.68683 1.85938 4.91121 2.939 3.8478 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 63.000000000000007 6.5000000000000009 5.6838105482676164 decision_type=8 8 8 8 8 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=-0.078556463743998176 0.051111669035892343 0.15393746335443756 -0.036386450200107508 -0.058257196167556646 -0.0021633456197789327 0.097105223363896195 leaf_weight=2.6315053729340425 6.7975905239582053 1.2119587659835787 3.1358341351151449 10.904849921353161 71.678416506620124 6.9334378186613321 leaf_count=115 29 2 33 198 800 36 internal_value=0.000930361 0.0030083 -0.000475304 -0.0370329 0.00494333 0.0555324 internal_weight=103.294 100.662 93.8645 12.1168 81.7477 10.0693 internal_count=1213 1098 1069 200 869 69 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=7 num_cat=0 split_feature=21 21 21 4 4 3 split_gain=1.80744 1.71611 1.78752 1.67339 4.62283 2.548 threshold=0.21995678085000001 0.53514027195000013 0.78946906100000003 23996.500000000004 4353.5000000000009 17.500000000000004 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.052868789316264375 0.042943930650815074 -0.054011166528424526 0.0022777605007914376 0.03806812264260561 -0.079384266836624306 0.11178189219842799 leaf_weight=5.8896838203072548 10.240420073270796 5.7859047278761864 66.681610762607306 12.002406985498963 7.0260035442188373 2.1948410626500836 leaf_count=35 24 18 713 97 313 13 internal_value=0.00102224 0.00407619 -0.000172058 0.00337164 -0.0021149 0.00576726 internal_weight=109.821 103.931 93.6908 87.9049 75.9025 68.8765 internal_count=1213 1178 1154 1136 1039 726 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 4 split_gain=4.86098 2.82561e-05 1.04558e-05 3.47363e-06 3.66797e-06 4.23953e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 12842.500000000002 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075557563324789731 -0.076720653199521718 -0.075595749536877171 -0.075371347520271817 -0.07572575457368215 -0.075488608873708216 -0.076004849560376841 leaf_weight=2.8900953978300095 0.24671386135741791 2.6186063303612181 1.2715804521576499 2.7294454867951581 0.4892425516154616 0.67983161751180876 leaf_count=17 20 434 271 322 54 95 internal_value=-0.035664 -0.075667 -0.0756337 -0.0756848 -0.0757447 -0.0757814 internal_weight=10.9255 8.03542 7.78871 6.51713 3.89852 3.40928 internal_count=1213 1196 1176 905 471 417 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=7 num_cat=0 split_feature=0 4 5 0 4 0 split_gain=1.31504 1.50275 1.52746 1.26461 4.22609 5.6683 threshold=47.407128000000007 57921.000000000007 44852.000000000007 0.0042115000000000008 156.00000000000003 3.5000000000000004e-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=0.096696162799344995 -0.08101319946565666 0.080733540536687409 -0.078233721349035501 0.0082230355502410906 -0.084684358241267077 -0.075296117356223102 leaf_weight=4.5905719697475416 1.8758713603019703 2.4573402358219019 2.3417878523468962 82.93701496347785 6.3585236556828022 3.289085678756237 leaf_count=57 17 29 39 1026 31 14 internal_value=0.00195449 0.00348073 0.00157315 0.00349638 -0.0240362 0.024904 internal_weight=103.85 101.974 99.517 97.1752 14.2382 7.87966 internal_count=1213 1196 1167 1128 102 71 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=7 num_cat=0 split_feature=5 10 7 5 7 7 split_gain=1.59241 1.55575 2.30008 2.46408 2.50967 2.37174 threshold=59.000000000000007 35.000000000000007 78.999015316736262 63.000000000000007 77.023319461921901 79.665959573991287 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=-0.078354293546063644 0.14227775923487854 -0.076442741424816496 0.14594817934552343 0.0020091426982030191 -0.08061211864960996 0.022552260202862964 leaf_weight=2.472253846935927 1.2062999606132496 2.410832463996484 2.1688210200518361 83.51646073628217 3.8457745746709397 5.5272907018661499 leaf_count=115 2 141 16 795 90 54 internal_value=0.000915454 0.00290151 0.00488859 0.00033206 -0.00162793 0.0573261 internal_weight=101.148 98.6755 96.2646 88.5685 87.3622 7.69611 internal_count=1213 1098 957 887 885 70 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=7 num_cat=0 split_feature=13 4 4 4 4 10 split_gain=1.52464 1.6682 4.13073 2.32637 3.56367 3.69012 threshold=49191.500000000007 24937.000000000004 4353.5000000000009 999.50000000000011 1149.0000000000002 13.500000000000002 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=-0.077419524050450134 -0.0030573634236034063 0.055898103765739629 -0.077605482818377744 0.097342739118534652 -0.056656780729033546 0.050415775037892054 leaf_weight=2.4318088577128947 74.301768679171801 5.5769408326596013 6.465638250228948 6.3394043892622021 5.4820951288565976 7.796083761844784 leaf_count=130 475 68 306 21 109 104 internal_value=0.000867921 0.0026646 -0.00029281 0.00502958 0.035659 0.00620927 internal_weight=108.394 105.962 100.385 93.9194 19.6176 13.2782 internal_count=1213 1083 1015 709 234 213 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=4.40354 2.62921e-05 8.25218e-06 3.10381e-06 3.49897e-06 4.2155e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 22.500000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075505067945428939 -0.076667493258656405 -0.075542281373708511 -0.075339129597396221 -0.075672599753732042 -0.075441497295076917 -0.075971174972771088 leaf_weight=2.6096057146787643 0.23091938486322749 2.3915618000319228 1.159237533516716 2.528440739493818 0.49222114286385465 0.58165053493576113 leaf_count=17 20 434 271 323 69 79 internal_value=-0.0361552 -0.0756173 -0.0755834 -0.0756306 -0.0756892 -0.0757284 internal_weight=9.99364 7.38403 7.15311 5.99387 3.60231 3.11009 internal_count=1213 1196 1176 905 471 402 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=7 num_cat=0 split_feature=9 6 2 0 4 3 split_gain=1.20964 1.31475 2.58739 2.27588 3.94977 7.08521 threshold=7.9966239479282715 125.25498420013805 2.5000000000000004 4.6811795000000016 467.50000000000006 1.5000000000000002 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=0.0063698347370491157 -0.074392311231106206 -0.063335659459344357 0.066834890565628399 -0.028467153829620014 0.038745788495456977 -0.11044271354170239 leaf_weight=36.289753682911396 2.0379972774535409 1.9335867762565593 7.2617230406031013 21.703183534555137 26.739083150401711 6.0594783797860137 leaf_count=294 34 8 90 205 554 28 internal_value=0.00187595 0.0034305 0.0394627 -0.000218815 0.00865503 -0.0103441 internal_weight=102.025 99.9868 9.19531 90.7915 69.0883 42.3492 internal_count=1213 1179 98 1081 876 322 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 5 split_gain=1.44377 1.65513 2.02035 2.78863 3.86858 3.43705 threshold=59.000000000000007 0.00084900000000000004 108.50000000000001 126.00000000000001 3.5000000000000004 231.00000000000003 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=-0.07817477550095199 0.05599547881658623 -0.060532737050754765 0.09923258098607568 -0.086305905224360699 0.16380283606650067 0.0022988124810895713 leaf_weight=2.2686080639250568 5.4639131799340239 5.3094661757349959 2.9110315591096869 4.9254193548113099 1.3405576273798931 77.309749084757641 leaf_count=115 20 101 12 103 5 857 internal_value=0.000686175 0.00252562 -0.000657024 0.00301878 -0.000332453 0.00505157 internal_weight=99.5287 97.2601 91.7962 86.4868 83.5757 78.6503 internal_count=1213 1098 1078 977 965 862 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 21 split_gain=1.50179 1.64706 2.7798 3.70056 4.50466 2.53232 threshold=0.21995678085000001 0.43664927860000008 0.49277379045000008 0.57317364400000004 0.69246639775000018 0.37052061300000005 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=-0.049187195457878502 0.045060566861166072 -0.1210584946071188 0.13459968452309212 -0.10568649829205562 2.3119048870378244e-05 0.078204727273742142 leaf_weight=5.6554187722504139 8.8156038299202901 1.8641644716262817 2.0661039426922798 3.9121555462479591 79.682322599226609 4.3701686039566985 leaf_count=35 25 5 5 11 1123 9 internal_value=0.000955512 0.00377129 -0.000189651 0.00231304 -0.000794092 0.00408804 internal_weight=106.366 100.711 91.8949 90.0308 87.9646 84.0525 internal_count=1213 1178 1153 1148 1143 1132 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=7 num_cat=0 split_feature=20 4 10 6 3 4 split_gain=4.05332 2.13719e-05 6.5495e-06 2.41079e-06 2.79836e-06 3.13518e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 22.500000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075465736269904521 -0.076552176317327469 -0.075501865008358732 -0.075312255264779304 -0.075623231397403845 -0.075405921047536961 -0.075891871972230296 leaf_weight=2.4039321094751358 0.2150460430420934 2.20613112160936 1.0665464009507557 2.336166912165937 0.45368769601918746 0.53366932581411664 leaf_count=17 20 434 271 323 69 79 internal_value=-0.0361707 -0.0755711 -0.0755391 -0.0755829 -0.0756367 -0.0756732 internal_weight=9.21518 6.81125 6.5962 5.52966 3.32352 2.86984 internal_count=1213 1196 1176 905 471 402 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=7 num_cat=0 split_feature=15 16 3 7 9 16 split_gain=1.23729 2.26558 1.60874 3.09593 2.19668 1.45134 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 73.883603989971604 7.9660582486088005 1.0000000180025095e-35 decision_type=10 8 10 10 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.00018073367057500693 -0.071753580145544199 0.052467407803130722 -0.047271241525775623 0.078799280641244321 -0.077880734502163582 0.055372689010620403 leaf_weight=75.110639356076717 5.3620153972879043 2.0218320321291685 2.707169506698845 6.9450461287051439 3.4438607189804307 5.0872120466083279 leaf_count=688 100 90 31 99 25 180 internal_value=0.00166558 -0.0377396 0.00478435 0.0434401 0.00032349 0.00368174 internal_weight=100.678 7.38385 93.2939 9.65222 83.6417 80.1979 internal_count=1213 190 1023 130 893 868 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=1.38805 2.63375 2.41216 4.00959 3.12068 5.42406 threshold=64.315626000000009 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=0.010090227186304569 0.085642604165204653 -0.098190145681332441 0.051383362793019687 -0.083105646630251287 0.058644119633237804 -0.057848398455059659 leaf_weight=55.125998023431748 1.8919330537319172 2.7016509156674138 8.9330887608230096 5.853477236814796 8.8449791758321208 14.935238541336728 leaf_count=408 10 35 97 90 147 426 internal_value=0.000816695 -0.000848183 0.00195869 -0.00325033 0.00267356 -0.00439253 internal_weight=98.2864 96.3944 93.6928 84.7597 78.9062 70.0612 internal_count=1213 1203 1168 1071 981 834 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=7 num_cat=0 split_feature=20 9 9 7 0 5 split_gain=1.77553 1.5258 2.52216 1.97512 1.89368 4.78671 threshold=0.87060952110000012 7.8464943593056891 7.5629028176013291 77.439195675093544 0.15951900000000005 161.00000000000003 decision_type=10 10 10 10 8 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.0046355828627751691 -0.09996109988793303 -0.036499552140776284 0.092150991732074056 -0.019419870557015842 0.011554434282664817 -0.089284067418703775 leaf_weight=20.649996776133779 1.7199491262435902 9.1552708373637852 5.6148697324097148 2.211681907530874 58.719965311698616 7.3609164869412771 leaf_count=204 7 341 39 116 357 149 internal_value=0.000809637 0.0024808 0.00625497 0.0606225 0.00134886 -0.0200453 internal_weight=105.433 103.713 94.5574 7.82655 86.7309 28.0109 internal_count=1213 1206 865 155 710 353 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=7 num_cat=0 split_feature=19 4 10 11 0 2 split_gain=3.7669 1.68969e-05 5.1997e-06 1.91666e-06 1.34042e-06 1.29667e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 10.500000000000002 19.479614000000002 5.5000000000000009 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=0.075436040287615136 -0.076433729760710029 -0.075561793211724501 -0.075286788875919497 -0.075790171224943345 -0.075576266697471486 -0.075441737811682313 leaf_weight=2.2452027201652527 0.19929596269503225 1.7251023720018568 0.97811725735664357 0.40192066412419047 1.0805757774505764 1.8801037128432652 leaf_count=17 20 337 271 37 92 439 internal_value=-0.0357003 -0.0755277 -0.0754979 -0.0755385 -0.0756343 -0.0754992 internal_weight=8.51032 6.26512 6.06582 5.0877 1.4825 3.60521 internal_count=1213 1196 1176 905 129 776 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=7 num_cat=0 split_feature=15 16 11 8 9 6 split_gain=1.12852 1.98924 1.42099 1.53153 1.74396 3.51855 threshold=4.5000000000000009 2.0000000000000004 12.500000000000002 7.5455085648100599 6.1021579087979108 83.534692932856203 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=0.0074578190680639009 -0.069581520979650299 0.050199617068608385 0.094407459770162169 -0.06929007511119345 0.028067653251232436 -0.054173863885567934 leaf_weight=51.979194268584251 5.1060801260173312 1.9032741812989113 1.7275578756816674 2.8499922491610041 24.141093516722322 11.271791897714136 leaf_count=491 100 90 98 35 329 70 internal_value=0.00162127 -0.0370569 0.00456908 0.00284925 0.00520183 -0.0035254 internal_weight=98.979 7.00935 91.9696 90.2421 87.3921 63.251 internal_count=1213 190 1023 925 890 561 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=7 num_cat=0 split_feature=20 5 0 5 5 6 split_gain=1.35204 1.4288 1.79941 3.06068 2.29717 2.28486 threshold=0.15581312665000005 59.000000000000007 0.0042115000000000008 108.50000000000001 126.00000000000001 84.166200197150474 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=-0.060190021782958875 -0.077971584714229561 0.049515819843966385 -0.087411599428037307 0.092332806832028227 -0.040299490101979175 0.0086915525184839085 leaf_weight=3.4954312816262245 2.1209562802687278 8.2743427306413633 3.7707202900201073 2.88909638673067 11.162706118542699 64.680324413347989 leaf_count=26 115 24 97 12 220 719 internal_value=0.000865423 0.00316273 0.00505838 0.000599673 0.0048148 0.00148097 internal_weight=96.3936 92.8981 90.7772 82.5028 78.7321 75.843 internal_count=1213 1187 1072 1048 951 939 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=7 num_cat=0 split_feature=0 7 7 0 5 4 split_gain=1.34402 2.76508 2.63547 2.87713 3.60822 4.10047 threshold=23.872839500000005 81.226848822243241 76.317822447666359 0.10875250000000002 169.00000000000003 163.00000000000003 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=-0.0082047608521398016 -0.05956209221624599 0.056660273495200732 -0.043231712746361714 0.033490885181087893 -0.086676412270767556 0.078342967263799523 leaf_weight=38.223895434290171 8.622109040617941 2.6843629851937285 10.260655749472788 32.783356782281771 4.8445820319466284 6.3892502337694159 leaf_count=232 115 8 296 378 154 30 internal_value=0.000577293 -0.0319688 0.00455539 0.0105175 -0.00471061 0.00419013 internal_weight=103.808 11.3065 92.5017 82.2411 49.4577 44.6131 internal_count=1213 123 1090 794 416 262 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=3.39854 1.39021e-05 4.11642e-06 1.67291e-06 1.96672e-06 1.84013e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 22.500000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.07539131447317346 -0.07633878840172964 -0.075423902683126501 -0.07526349816294918 -0.075537387542461809 -0.075331648092064898 -0.075761147917132732 leaf_weight=2.0149709805846214 0.1859432489145546 1.862918402184732 0.89634711848339055 1.9948197813937447 0.37143748044036318 0.45052519981982175 leaf_count=17 20 434 271 323 69 79 internal_value=-0.0363961 -0.0754882 -0.0754598 -0.0754974 -0.075546 -0.0755786 internal_weight=7.77696 5.76199 5.57605 4.6797 2.81678 2.44534 internal_count=1213 1196 1176 905 471 402 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=7 num_cat=0 split_feature=9 6 0 0 4 3 split_gain=1.03724 1.05772 1.69623 1.50014 3.20543 5.81423 threshold=7.9966239479282715 125.38956572919442 3.9394770000000006 4.6811795000000016 467.50000000000006 1.5000000000000002 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=0.0050884389990253926 -0.072801920748159527 -0.034337615812290417 0.067392281827795844 -0.023514425823647794 0.035297067787192146 -0.10350388841673948 leaf_weight=35.69804423302412 1.8369947243481863 2.3069001436233512 5.6613911679014564 20.867196165956557 25.244009588379413 5.7206575796008101 leaf_count=294 34 17 74 210 556 28 internal_value=0.00162819 0.00305992 0.0379405 -0.00011543 0.00720908 -0.00991009 internal_weight=97.3352 95.4982 7.96829 87.5299 66.6627 41.4187 internal_count=1213 1179 91 1088 878 322 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 6 split_gain=1.28606 2.22105 2.1625 3.20388 2.28531 3.43259 threshold=64.315626000000009 56582.000000000007 54.500000000000007 14.500000000000002 6106.0000000000009 84.854839424013804 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=-0.0018470367126226968 0.085035231109460763 -0.094209364033819756 0.075120611348802491 -0.065539318831571075 -0.080919325709098502 0.081344442169070441 leaf_weight=70.744660031050444 1.7725431509315956 2.4855717048048964 3.8322912380099288 7.1957264291122547 1.5901465099304886 7.237333561759443 leaf_count=854 10 35 44 111 56 103 internal_value=0.000655935 -0.00095082 0.00160768 -0.00163917 0.00413933 0.0521149 internal_weight=94.8583 93.0857 90.6002 86.7679 79.5721 8.82748 internal_count=1213 1203 1168 1124 1013 159 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=7 num_cat=0 split_feature=5 4 9 9 6 8 split_gain=1.30664 1.49519 1.94639 2.26014 1.5746 2.30762 threshold=21926.500000000004 44228.500000000007 7.8464943593056891 7.5629028176013291 115.5247020019268 6.8786822906706275 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.00058323125272103499 -0.066558718493159641 0.077897400180861553 -0.055364023146911349 -0.032539323501885396 0.11852214581496173 0.11060814601682256 leaf_weight=83.569961075671017 2.8163775429129592 2.5632213708013287 5.8560356408124781 2.9278482380323103 2.6656762361526489 1.8300534486770628 leaf_count=703 78 26 252 144 5 5 internal_value=0.000609902 0.0025128 0.000517669 0.00411402 0.0569928 0.0225201 internal_weight=102.229 99.4128 96.8496 90.9935 7.42358 4.7579 internal_count=1213 1135 1109 857 154 149 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=7 num_cat=0 split_feature=19 4 10 11 2 0 split_gain=3.10889 1.10765e-05 3.21128e-06 1.31187e-06 9.45675e-07 1.11006e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 12.500000000000002 5.5000000000000009 20.176897000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075359234904789629 -0.076238607161529248 -0.075446452482510112 -0.075242864448854321 -0.075551902311427999 -0.075374645637875659 -0.075683360549868545 leaf_weight=1.84227105230093 0.17230978980660427 1.2563619781285527 0.82581560951075506 1.1082258276874197 1.7005226113833485 0.23473491240292776 leaf_count=17 20 303 271 108 459 35 internal_value=-0.0365393 -0.07545 -0.0754235 -0.0754582 -0.0754256 -0.0754837 internal_weight=7.14024 5.29797 5.12566 4.29985 3.19162 1.4911 internal_count=1213 1196 1176 905 797 338 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=7 num_cat=0 split_feature=15 16 10 16 3 9 split_gain=1.07591 1.76485 1.46239 3.43746 0.996766 3.38729 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 15.500000000000002 7.5629028176013291 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=0.0044925006785159214 -0.067919374998870394 0.049857110637070559 -0.070828445197195347 0.084218413790160554 0.038472012951777435 -0.075383720415433217 leaf_weight=68.840067895129323 4.8821141100488594 1.7207295978441832 2.4978933036327353 5.3768729181028894 6.7459884881973258 5.7527218852192155 leaf_count=670 100 90 52 195 80 26 internal_value=0.0017246 -0.0372263 0.00460742 0.00678039 0.00166138 -0.00166769 internal_weight=95.8164 6.60284 89.2135 86.7157 81.3388 74.5928 internal_count=1213 190 1023 971 776 696 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=7 num_cat=0 split_feature=10 10 10 15 6 13 split_gain=1.25159 2.16109 1.72462 1.42788 1.59578 2.22404 threshold=35.000000000000007 30.500000000000004 16.500000000000004 6.5000000000000009 125.38956572919442 49197.000000000007 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.005635125048822698 -0.076264532697405907 0.060099924852528575 -0.091359286954549423 0.087292607940441247 -0.052630143773827569 -0.087197448149928414 leaf_weight=72.912415653001517 2.0722694792784742 6.0461116451770058 2.095902392640709 1.8527644257992495 5.6756367553025475 2.6754168926272532 leaf_count=727 141 67 100 13 71 94 internal_value=0.000583455 0.0023285 -0.00177059 0.000488522 -0.00149057 0.00234933 internal_weight=93.3305 91.2582 85.2121 83.1162 81.2635 75.5878 internal_count=1213 1072 1005 905 892 821 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=7 num_cat=0 split_feature=20 4 2 4 0 4 split_gain=1.55909 1.39542 3.93096 3.81763 3.90847 3.75424 threshold=0.87060952110000012 219.50000000000003 1.5000000000000002 267.00000000000006 0.10875250000000002 149.00000000000003 decision_type=10 8 8 8 8 10 left_child=1 2 5 -3 -5 -1 right_child=-2 3 -4 4 -6 -7 leaf_value=-0.031731742901445224 -0.097107026159225632 0.13720380557246031 -0.08459392317252834 -0.053707869180605411 0.013194253208543678 0.073344467526663723 leaf_weight=8.8895824402570742 1.6133841201663006 2.2263191342353812 6.6306737400591365 10.061816838686353 66.08447552670259 5.5065173767507067 leaf_count=107 7 5 74 230 733 57 internal_value=0.000407879 0.00199068 -0.020884 0.00812779 0.00435394 0.00845997 internal_weight=101.013 99.3994 21.0268 78.3726 76.1463 14.3961 internal_count=1213 1206 238 968 963 164 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=7 num_cat=0 split_feature=19 4 2 14 15 5 split_gain=2.90544 9.24829e-06 1.89911e-06 1.41383e-06 7.58159e-07 7.286e-07 threshold=1.0000000180025095e-35 109.00000000000001 6.5000000000000009 4.5000000000000009 6.5000000000000009 108.50000000000001 decision_type=8 8 10 10 10 8 left_child=-1 -2 5 4 -4 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075339542791653377 -0.076162564727154047 -0.075375838095448566 -0.075344708215164466 -0.075737748720521705 -0.075205432845679182 -0.075493364328944712 leaf_weight=1.7340401336550713 0.16145597724243987 0.78251021576579693 1.7145061472838286 0.081216834485530742 0.50626244116574515 1.6186235320055855 leaf_count=17 20 208 572 11 142 243 internal_value=-0.0358009 -0.0754184 -0.0753928 -0.0753279 -0.075313 -0.0754551 internal_weight=6.59862 4.86458 4.70312 2.30199 2.22077 2.40113 internal_count=1213 1196 1176 725 714 451 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=7 num_cat=0 split_feature=15 16 10 16 8 6 split_gain=0.902397 1.63166 1.20559 2.90654 0.947779 2.07761 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 7.5455085648100599 123.39221534797306 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.0026190032369353081 -0.066218007366925721 0.049601246312051428 -0.067269255690386234 0.080571962052017623 -0.064150929990097819 0.048789140445643739 leaf_weight=69.74780260771513 4.5691710095852605 1.6576703013852236 2.3107334030792108 4.9173813057132056 2.1480621099472037 8.8600259646773321 leaf_count=676 100 90 52 195 16 84 internal_value=0.00140351 -0.0353853 0.00400715 0.00592958 0.00138446 0.0031753 internal_weight=94.2108 6.22684 87.984 85.6733 80.7559 78.6078 internal_count=1213 190 1023 971 776 760 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=7 num_cat=0 split_feature=5 0 5 5 5 5 split_gain=1.21927 1.36591 1.66626 1.97629 2.43772 2.14269 threshold=59.000000000000007 0.00084900000000000004 108.50000000000001 126.00000000000001 210.50000000000003 231.00000000000003 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=-0.077816170522966743 0.053362499028393046 -0.057386753426387008 0.08439585117122049 -0.088370152427534002 0.12370253242953132 0.0010195414721883417 leaf_weight=1.9358537304215122 4.9677690006792536 4.8684084853157392 2.8668797686696044 3.0106480605900279 1.4520295560359944 72.733391431043856 leaf_count=115 20 101 12 47 5 913 internal_value=0.00070502 0.00239587 -0.000585254 0.00286869 -0.000159036 0.00342081 internal_weight=91.835 89.8991 84.9314 80.0629 77.1961 74.1854 internal_count=1213 1098 1078 977 965 918 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=7 num_cat=0 split_feature=0 8 8 7 0 0 split_gain=1.17713 2.45247 4.10562 2.10886 2.17419 2.82822 threshold=23.872839500000005 4.4954850976912946 4.9765297877802039 76.317822447666359 0.16056050000000002 0.19793400000000003 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.0026616389434439627 -0.089043423673699523 0.10742846998588387 -0.056865114497026741 -0.040291315920107033 0.17386250232019751 0.024847397283951994 leaf_weight=51.620000565773807 4.326648868620393 2.5283961594104776 3.817632744088769 9.5311261599417758 1.3379281770903642 26.513566522859037 leaf_count=467 40 5 78 296 22 305 internal_value=0.000393931 -0.0309883 0.00859303 0.00415711 0.00948787 0.0320058 internal_weight=99.6753 10.6727 6.34603 89.0026 79.4715 27.8515 internal_count=1213 123 83 1090 794 327 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=7 num_cat=0 split_feature=20 4 10 11 4 0 split_gain=2.72496 7.63488e-06 2.10937e-06 8.87148e-07 6.00592e-07 8.68665e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 12.500000000000002 465.00000000000006 20.176897000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075320194204382129 -0.076087258279379066 -0.07537924657848305 -0.075203069914413223 -0.07547727383281061 -0.07532585016304412 -0.075607046759470775 leaf_weight=1.6374180465936661 0.15106561360880721 0.89575114834588088 0.68522284299251612 0.95208655513124529 1.5982621771690899 0.20586766814813018 leaf_count=17 20 242 271 108 520 35 internal_value=-0.0351034 -0.0753884 -0.0753641 -0.0753943 -0.075365 -0.0754218 internal_weight=6.12567 4.48826 4.33719 3.65197 2.69988 1.10162 internal_count=1213 1196 1176 905 797 277 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=7 num_cat=0 split_feature=0 0 0 5 4 3 split_gain=1.0593 1.16567 1.85581 2.9573 2.05951 4.08078 threshold=47.407128000000007 26.129646000000005 4.6811795000000016 519.00000000000011 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=0.0008807514595873605 -0.080355674174097141 0.034305720582883441 0.042444827724382544 -0.061642347146312983 0.028085776872657838 -0.11834442924065236 leaf_weight=38.260202910751104 1.5576907470822323 10.410734932869671 3.7047503516077986 10.37038157507777 25.457570537924767 3.1037132404744616 leaf_count=317 17 98 27 162 580 12 internal_value=0.0014145 0.00280949 -0.00124382 -0.0342453 0.00570754 -0.00806523 internal_weight=92.865 91.3074 80.8966 14.0751 66.8215 41.3639 internal_count=1213 1196 1098 189 909 329 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=7 num_cat=0 split_feature=10 10 10 5 2 3 split_gain=1.15367 1.80806 1.39784 1.45921 3.57233 3.1136 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=-0.0038902434874052436 -0.076193000080303025 0.057713567096088027 -0.088649611169934639 0.031414518687140146 -0.067616835216936524 0.077708810479101234 leaf_weight=55.168708881828934 1.9187336245086033 5.4993185028433791 1.8003144012764085 12.808432500809429 8.1229831583332253 5.1092620445415369 leaf_count=511 141 67 100 120 244 30 internal_value=0.000521182 0.00218422 -0.00149455 0.000437576 -0.00536302 0.00302623 internal_weight=90.4278 88.509 83.0097 81.2094 68.401 60.278 internal_count=1213 1072 1005 905 785 541 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=7 num_cat=0 split_feature=5 3 4 8 0 3 split_gain=1.20303 1.89564 2.22392 3.70365 2.679 3.37007 threshold=4795.5000000000009 11.500000000000002 2133.0000000000005 5.2927476730057128 0.04603150000000001 1.0000000180025095e-35 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=0.0071168440036554221 -0.034578257342940982 0.068188288150473494 -0.065827796408083825 0.043032499613553793 0.081555754917355547 -0.051494258318444078 leaf_weight=41.34637485537678 8.954502455191685 4.3585345393512389 4.7619968816870815 19.045170114841312 2.1294157058000591 17.963870842009783 leaf_count=211 251 48 260 247 12 184 internal_value=0.00037079 0.00386334 0.00057451 0.00450329 -0.00744005 -0.0373941 internal_weight=98.5599 89.6054 85.2468 80.4848 61.4397 20.0933 internal_count=1213 962 914 654 407 196 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=2.53395 6.04947e-06 1.67774e-06 6.63714e-07 8.3744e-07 6.98576e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075302799751243099 -0.076004395824755905 -0.075307832879510719 -0.07518391093795776 -0.075393877427335776 -0.075229340417872478 -0.075556695964596576 leaf_weight=1.5337560549378395 0.13989230361767102 1.312458383850754 0.61796864718780842 1.4555056341341699 0.25431049242615689 0.32177126547321666 leaf_count=17 20 430 271 324 69 82 internal_value=-0.0343555 -0.0753581 -0.0753353 -0.0753633 -0.0753991 -0.0754234 internal_weight=5.63566 4.10191 3.96201 3.34405 2.03159 1.77728 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=7 num_cat=0 split_feature=13 4 9 6 6 7 split_gain=0.906975 0.964661 0.812022 2.6474 2.26474 1.80069 threshold=49199.500000000007 2168.5000000000005 6.1021579087979108 83.360795883618621 115.14406506322102 73.565496186226582 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0062035846009652115 -0.09218437423320365 0.042107412283412027 0.059141419932921095 -0.048943453829722962 -0.059925001942406908 0.013992636484808052 leaf_weight=49.488959092646837 1.9696760466322296 0.73432449623942364 8.8042114959098416 10.563180819153784 4.2047152859158841 15.243827993515877 leaf_count=488 36 42 265 73 34 275 internal_value=0.00133377 -0.0557148 0.00308066 -0.00349679 0.0170613 -0.00198813 internal_weight=91.0089 2.704 88.3049 60.0521 28.2528 19.4485 internal_count=1213 78 1135 561 574 309 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=7 num_cat=0 split_feature=5 0 5 5 5 6 split_gain=1.1005 1.24634 1.45788 1.68965 2.22554 1.40624 threshold=59.000000000000007 0.00084900000000000004 108.50000000000001 126.00000000000001 210.50000000000003 84.166200197150474 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=-0.077626161314422737 0.051482339504257714 -0.055060157694365286 0.077860460077395 -0.087484038194240624 -0.034203383209477932 0.0082743177645383283 leaf_weight=1.7672683959826816 4.8239090070128432 4.6731822285801163 2.8617776036262503 2.8259364645928136 8.8999295039102417 62.694349708617665 leaf_count=115 20 101 12 47 199 719 internal_value=0.000494588 0.00208553 -0.000821985 0.00245776 -0.000441803 0.00299389 internal_weight=88.5464 86.7791 81.9552 77.282 74.4202 71.5943 internal_count=1213 1098 1078 977 965 918 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 19 split_gain=1.41699 1.20912 1.98067 4.24961 3.68167 2.6413 threshold=0.87060952110000012 0.14357116100000003 0.69246639775000018 0.59331907385000016 0.62272809245000016 0.24436702830000004 decision_type=10 8 10 10 8 10 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.086194868514462647 -0.095146109972615023 0.066608835554683624 0.061833966449410797 -0.10461220797153997 0.00068195681232256745 -0.10518558565396588 leaf_weight=1.5352705437690017 1.5309681370854367 8.5211977511644346 5.4401429742574683 3.7425300776958457 73.434849892219063 2.4347695782780638 leaf_count=26 7 18 12 10 1127 13 internal_value=0.000294258 0.00183056 0.00327481 -0.000339832 0.0042844 -0.00271549 internal_weight=96.6397 95.1088 93.5735 88.1333 84.3908 75.8696 internal_count=1213 1206 1180 1168 1158 1140 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=7 num_cat=0 split_feature=19 0 0 10 6 3 split_gain=2.34958 2.66744e-06 2.72659e-06 1.28618e-06 6.89193e-07 6.77963e-07 threshold=1.0000000180025095e-35 0.00025450000000000006 3.5000000000000004e-05 25.000000000000004 84.342898720943396 22.500000000000004 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075280667187403283 -0.075390388893208732 -0.075268875733415827 -0.076011764939889342 -0.075169736515709462 -0.075393140984955254 -0.075211306114889714 leaf_weight=1.4256691597402096 0.19485084270127151 1.0375400391640148 0.11075773695483804 0.56757899999502104 1.6423351152625398 0.23429855139693234 leaf_count=17 62 381 7 271 406 69 internal_value=-0.0341424 -0.0753323 -0.0756156 -0.0753075 -0.0753343 -0.0753704 internal_weight=5.21303 3.78736 0.305609 3.48175 2.91417 1.87663 internal_count=1213 1196 69 1127 856 475 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 0 split_gain=0.912339 3.22748 4.84541 1.75251 2.23213 1.74342 threshold=0.0042115000000000008 156.00000000000003 3.5000000000000004e-05 0.030054500000000001 3698.5000000000005 0.048128000000000004 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=0.092245079098465799 0.086442880738538536 -0.083098386313471911 -0.07615900837539355 -0.055949546608245075 -0.075724445340813643 0.0051632195981857545 leaf_weight=4.0078971609473211 4.8129607727751127 5.2879499029368162 2.978073738515377 5.0182088282890609 1.0305068930611012 66.902805462479591 leaf_count=57 126 31 14 59 12 914 internal_value=0.00117906 -0.0241584 0.0204555 0.00517819 0.0578444 0.000899144 internal_weight=90.0384 12.2739 6.98597 77.7645 5.84347 71.921 internal_count=1213 102 71 1111 138 973 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=7 num_cat=0 split_feature=10 10 6 5 5 2 split_gain=1.0619 1.60407 1.30624 3.03484 1.07447 2.13558 threshold=35.000000000000007 30.500000000000004 125.38956572919442 26643.000000000004 7237.0000000000009 12.500000000000002 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=0.0026558762055533124 -0.076124858546823701 0.056223669573408366 -0.089133971547416202 0.075505853467756484 0.039770330667152742 -0.074859168466113873 leaf_weight=63.853214245522395 1.7730034996056918 5.1398225240409365 4.3582282755523911 1.5066646821796892 6.8988380564842364 3.7637083544395855 leaf_count=704 141 67 65 18 60 158 internal_value=0.000475558 0.00206363 -0.00139955 -0.0468387 0.00217682 -0.00165878 internal_weight=87.2935 85.5205 80.3807 5.86489 74.5158 67.6169 internal_count=1213 1072 1005 83 922 862 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=7 num_cat=0 split_feature=3 2 9 8 9 9 split_gain=1.03877 1.26518 1.98706 1.53457 2.59968 2.86382 threshold=71.500000000000014 17.500000000000004 7.8101548923429744 5.2927476730057128 6.0431045203568301 7.5456810564319428 decision_type=10 10 10 10 8 8 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0063636419697326854 -0.079547676907026896 0.045231802356484212 -0.072129917785945671 0.065469753864624572 -0.037871832658527116 0.059289027670572716 leaf_weight=61.619734940119088 1.6013307645916928 6.2275783215882248 3.8013087020954108 9.0783861782401818 8.6764376489445532 4.6645424081943938 leaf_count=449 68 171 173 76 171 105 internal_value=0.000316839 0.00167638 -0.00141155 0.00178723 0.0241899 -0.00390049 internal_weight=95.6693 94.068 87.8404 84.0391 22.4194 13.341 internal_count=1213 1145 974 801 352 276 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=2.15426 4.46522e-06 1.09545e-06 4.82121e-07 5.6968e-07 4.35247e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075258851180787303 -0.075904286809523103 -0.075260151387505497 -0.075152378901038416 -0.075340781535491688 -0.075189888236721208 -0.075479570063682444 leaf_weight=1.309225607663393 0.12164144450798664 1.1053206897340722 0.50875564795569506 1.2447685271908993 0.20897362747928117 0.27607319626258675 leaf_count=17 20 430 271 324 69 82 internal_value=-0.0340238 -0.0753091 -0.0752875 -0.0753117 -0.0753447 -0.075366 internal_weight=4.77476 3.46553 3.34389 2.83514 1.72982 1.52084 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=7 num_cat=0 split_feature=7 7 4 7 9 15 split_gain=0.868726 1.15614 1.5876 1.5573 1.31583 1.25172 threshold=83.63472603049955 79.482860341514581 1149.0000000000002 76.620775124742622 6.047976160064187 4.5000000000000009 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=0.0015835623725531278 0.077929807850959848 -0.097561380460095243 0.033077925594543887 -0.080676062851614577 0.072469048054311064 -0.059916776090458458 leaf_weight=74.168149387929589 1.4502089088782657 2.6661662757396689 1.4287216193042693 0.63604630529880424 4.7574361674487591 3.4639776996336868 leaf_count=845 11 10 108 4 155 80 internal_value=0.00116869 -0.000109079 -0.0519808 0.00244928 0.0544088 -0.00116061 internal_weight=88.5707 87.1205 4.09489 83.0256 5.39348 77.6321 internal_count=1213 1202 118 1084 159 925 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=7 num_cat=0 split_feature=20 20 21 19 19 19 split_gain=1.03492 1.29876 1.15295 2.35547 2.26928 2.97114 threshold=0.15581312665000005 0.20344614855000001 0.21995678085000001 0.43664927860000008 0.49277379045000008 0.57317364400000004 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.056578784519058262 0.079701057734244074 0.048963551198876618 -0.057264118254307994 0.13249926977001053 -0.12303215978306702 0.004135847542557144 leaf_weight=3.0830249432474375 2.1194091811776161 4.607825867831707 7.1299336552619934 1.3294842615723608 1.8902658224105835 65.501384003320709 leaf_count=26 6 13 21 3 4 1140 internal_value=0.00030711 0.00243092 0.000395508 -0.00255492 0.00312125 0.000568917 internal_weight=85.6613 82.5783 80.4589 75.8511 68.7211 67.3916 internal_count=1213 1187 1181 1168 1147 1144 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 21 split_gain=1.08954 1.50651 2.33149 3.06909 3.52277 2.67409 threshold=0.21995678085000001 0.43664927860000008 0.49277379045000008 0.57317364400000004 0.69246639775000018 0.78946906100000003 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=-0.044770400860307716 0.04245039861053887 -0.11579338534922552 0.12129170951776763 -0.099643656635301642 0.00010549337346314504 0.14733199703287739 leaf_weight=5.0643254248425364 8.6962070018053037 1.7420361340045929 2.0709314420819283 3.530252642929554 71.706361025804654 1.2552818059921254 leaf_count=35 25 5 5 11 1130 2 internal_value=0.000346956 0.00291422 -0.00136715 0.00117011 -0.00208204 0.00263848 internal_weight=94.0654 89.0011 80.3049 78.5628 76.4919 72.9616 internal_count=1213 1178 1153 1148 1143 1132 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=7 num_cat=0 split_feature=19 0 0 10 6 3 split_gain=1.93048 1.81801e-06 2.09251e-06 8.53094e-07 4.67544e-07 4.59063e-07 threshold=1.0000000180025095e-35 0.00025450000000000006 3.5000000000000004e-05 25.000000000000004 84.342898720943396 22.500000000000004 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075228661848265085 -0.075317756609433059 -0.075229282344808773 -0.075903601611040317 -0.075140773295844218 -0.075339967311871911 -0.075175590282600666 leaf_weight=1.1608190797269344 0.15994572883937541 0.8786810412420899 0.098522745072841644 0.46884341780969396 1.4050550716783616 0.19326852407539252 leaf_count=17 62 381 7 271 406 69 internal_value=-0.0352603 -0.0752868 -0.0755411 -0.0752645 -0.0752879 -0.0753201 internal_weight=4.36514 3.20432 0.258468 2.94585 2.477 1.59832 internal_count=1213 1196 69 1127 856 475 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=7 num_cat=0 split_feature=13 4 7 9 6 6 split_gain=0.783775 0.875127 0.721197 0.822367 3.76119 1.86807 threshold=49199.500000000007 2168.5000000000005 83.63472603049955 6.1021579087979108 84.342898720943396 115.14406506322102 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=0.0049896188991208268 -0.09018898346116766 0.041684533068650886 0.072671779554628987 0.055589447389505844 -0.069981783524939445 -0.0015258612754659668 leaf_weight=49.435433932580054 1.8225846597924822 0.69514899002388109 1.453428879380225 8.2717159884050506 7.7392503209412089 18.610427513020113 leaf_count=507 36 42 10 265 44 309 internal_value=0.00121216 -0.0537786 0.00283128 0.00162367 -0.00515862 0.0160487 internal_weight=88.028 2.51773 85.5103 84.0568 57.1747 26.8821 internal_count=1213 78 1135 1125 551 574 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=7 num_cat=0 split_feature=5 0 5 4 4 2 split_gain=1.00793 1.09854 2.38861 1.59561 1.41358 2.03647 threshold=59.000000000000007 0.0042115000000000008 108.50000000000001 126.00000000000001 168.50000000000003 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=-0.077526090109805254 0.037356108215368694 -0.085533890590065623 0.10433696634146253 -0.090742998737365979 0.088919274291282185 -0.001454439718479071 leaf_weight=1.6327396132983256 7.8727439548820248 3.2669876441359511 1.4888385534286488 1.6858298927545536 2.5906972475349894 66.40075677074492 leaf_count=115 35 97 3 27 26 910 internal_value=0.000285237 0.00181029 -0.00189953 0.00188663 -0.000271519 0.00193918 internal_weight=84.9386 83.3059 75.4331 72.1661 70.6773 68.9915 internal_count=1213 1098 1063 966 963 936 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=7 num_cat=0 split_feature=5 4 9 9 9 8 split_gain=0.928385 0.965405 1.4475 1.56596 1.21222 2.95588 threshold=20561.500000000004 44228.500000000007 7.8464943593056891 7.5629028176013291 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=-0.005660718763090513 -0.061353059623899836 0.067294403983977139 -0.054188665568162743 0.051067034204290832 -0.036705476261584699 0.049280756032839525 leaf_weight=57.688958908896893 2.3841967198532066 2.2002494903281322 4.6313962897984302 6.3295341287739566 8.3294943301007134 11.794368077069519 leaf_count=429 82 24 250 154 131 143 internal_value=0.000246196 0.00186056 0.000238783 0.0032346 -0.000656237 0.00366526 internal_weight=93.3582 90.974 88.7738 84.1424 77.8128 69.4833 internal_count=1213 1131 1107 857 703 572 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=1.80179 2.89922e-06 6.71036e-07 3.20237e-07 3.61838e-07 2.60509e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075214529631006999 -0.075781587388097385 -0.075221824547131333 -0.075132683334469638 -0.075293844854790876 -0.075163568573085759 -0.075409972566343561 leaf_weight=1.0886972546577454 0.10518270218744907 0.93684510962339196 0.43524694997176983 1.0633603866299379 0.17975888506043691 0.23605846869759251 leaf_count=17 20 430 271 324 69 82 internal_value=-0.0347662 -0.075266 -0.075247 -0.0752676 -0.0752965 -0.0753149 internal_weight=4.04515 2.95645 2.85127 2.41602 1.47918 1.29942 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 0 split_gain=0.835311 2.81605 4.34234 1.68428 1.91771 1.5839 threshold=0.0042115000000000008 156.00000000000003 3.5000000000000004e-05 0.030054500000000001 3698.5000000000005 0.048128000000000004 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=0.090252254256635245 0.085861473274149849 -0.081360656075478405 -0.074037132061263833 -0.053137244448330651 -0.074123924424222845 0.0049886736856834509 leaf_weight=3.7023426517844182 4.4577757637016466 4.9029151070863008 2.8451318964362144 5.0513626588508478 0.90061066206544627 65.172438472043723 leaf_count=57 126 31 14 59 12 914 internal_value=0.00111795 -0.024052 0.0188621 0.00493109 0.0589719 0.00080754 internal_weight=87.0326 11.4504 6.54747 75.5822 5.35839 70.2238 internal_count=1213 102 71 1111 138 973 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=7 num_cat=0 split_feature=6 5 9 2 3 4 split_gain=0.942811 2.47124 1.42526 1.53753 2.15574 2.27171 threshold=125.38956572919442 26643.000000000004 7.9588975289260775 12.500000000000002 6.5000000000000009 343.00000000000006 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0060565975309753812 -0.074428649561372948 0.05748617683622427 0.05510227560767364 -0.045054184836640768 0.042552323807321074 -0.0459133318773896 leaf_weight=42.549757057335228 4.8117549931630483 2.0147626204416156 4.9649404762312761 6.9349118794780216 12.105178050929679 10.483282858971505 leaf_count=334 82 43 72 219 215 248 internal_value=0.000122925 -0.0354956 0.00327916 -0.000290802 0.00447491 -0.00421654 internal_weight=83.8646 6.82652 77.0381 72.0731 65.1382 53.033 internal_count=1213 125 1088 1016 797 582 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.880188 1.36809 1.47187 2.34385 2.01117 2.87125 threshold=0.21995678085000001 0.53514027195000013 0.78946906100000003 0.77396592615000015 0.37209006015000007 0.31576698785000007 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=-0.040841483040838469 0.037769350878333677 -0.052234201588768542 0.15352490768545346 0.13793374153214516 -0.10047718432731262 -0.00033490375533659156 leaf_weight=4.9099345598369837 9.8540716022253019 5.382286325097084 1.2349873185157774 1.2460843324661244 1.953334093093871 67.77696874155663 leaf_count=35 24 18 2 2 10 1122 internal_value=0.000357605 0.00267081 -0.00178655 0.00197357 -0.000413765 0.00241846 internal_weight=92.3577 87.4477 77.5937 72.2114 70.9653 69.012 internal_count=1213 1178 1154 1136 1134 1124 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=7 num_cat=0 split_feature=20 4 10 6 3 4 split_gain=1.6431 2.62603e-06 5.28753e-07 2.59197e-07 2.81509e-07 2.12489e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075196443798439552 -0.075754553882087683 -0.075204100045879019 -0.075121956040907392 -0.075271161294117636 -0.075151328449235694 -0.07538046378864488 leaf_weight=0.99031753093004227 0.098245220375248077 0.86255453538615334 0.39900401263730589 0.97845069220056735 0.16402652673423279 0.21737242004019208 leaf_count=17 20 430 271 324 69 82 internal_value=-0.0350885 -0.075247 -0.075228 -0.075247 -0.0752742 -0.075291 internal_weight=3.70997 2.71965 2.62141 2.2224 1.35985 1.19582 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=7 num_cat=0 split_feature=0 0 0 5 0 5 split_gain=0.746994 1.83453 1.56404 1.64927 1.32759 2.15238 threshold=0.0042115000000000008 6.6500000000000004e-05 0.030054500000000001 3410.5000000000005 0.048128000000000004 200.50000000000003 decision_type=8 10 8 8 8 8 left_child=1 -1 3 -2 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=0.0085816236985281399 0.083865381996936356 -0.076006203986005341 -0.047972590723766549 -0.071370418992416876 0.039227545194885804 -0.004976083932942881 leaf_weight=6.7752928100526315 4.1956068924628189 4.124924055300653 5.184053999837487 0.81779966223984946 14.068778380751608 50.756031885975972 leaf_count=67 126 35 59 12 149 765 internal_value=0.00103288 -0.0234286 0.00458696 0.0585429 0.000723121 0.00461733 internal_weight=85.9225 10.9002 75.0223 5.01341 70.0089 64.8248 internal_count=1213 102 1111 138 973 914 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 9 split_gain=0.975066 1.76254 1.58126 2.26053 2.10184 2.28256 threshold=64.315626000000009 56582.000000000007 54.500000000000007 14.500000000000002 6106.0000000000009 6.0737362541350572 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=-0.0025091531963752777 0.082855230039447808 -0.092670107617122299 0.074722187025967474 -0.062454438210208296 -0.079280499701729235 0.079562490133312014 leaf_weight=63.551692481443752 1.3995750788599242 2.0589390955865374 2.8097813753411165 5.6628568919841191 1.0679191686213005 5.9177137988153845 leaf_count=854 10 35 44 111 50 109 internal_value=9.8758e-05 -0.00132995 0.0010503 -0.00166625 0.00321393 0.0552796 internal_weight=82.4685 81.0689 79.01 76.2002 70.5373 6.98563 internal_count=1213 1203 1168 1124 1013 159 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=7 num_cat=0 split_feature=10 5 2 4 8 8 split_gain=0.883407 1.78699 1.29352 1.52578 1.96294 2.00437 threshold=41.000000000000007 4795.5000000000009 18.500000000000004 2133.0000000000005 5.2927476730057128 4.9765297877802039 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=-0.00036857479998778997 0.056216512421555134 -0.052427065680424448 0.077245777296626059 -0.055188958142872294 0.034632028707222248 -0.085263891508635545 leaf_weight=56.09072040906176 2.7467508569825432 6.3620314483996472 2.256773156579583 4.6383731172536491 16.292562376242131 2.926148544996976 leaf_count=383 122 218 51 243 168 28 internal_value=0.000364518 -0.00136764 0.00258398 0.000476424 0.0039049 -0.00457782 internal_weight=91.3134 88.5666 82.2046 79.9478 75.3094 59.0169 internal_count=1213 1091 873 822 579 411 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=7 num_cat=0 split_feature=19 4 10 7 3 4 split_gain=1.49488 2.19408e-06 4.13523e-07 1.9775e-07 2.26683e-07 1.73114e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 69.556993772627209 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075178049471173486 -0.075708492890700252 -0.075193016200376286 -0.075111739625330187 -0.075255221851780796 -0.075125252515094651 -0.075379259247353558 leaf_weight=0.89881238341331482 0.091811367776245656 0.90701053090742867 0.36107202680432227 0.88732191998860777 0.11932401749072585 0.12886000127764419 leaf_count=17 20 479 271 296 62 68 internal_value=-0.0353999 -0.0752287 -0.0752104 -0.0752278 -0.0752556 -0.075271 internal_weight=3.39421 2.4954 2.40359 2.04252 1.13551 1.01618 internal_count=1213 1196 1176 905 426 364 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=7 num_cat=0 split_feature=15 16 3 7 0 5 split_gain=0.687579 1.52678 1.07703 1.53352 1.16011 3.05618 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 73.883603989971604 4.6811795000000016 519.00000000000011 decision_type=10 10 10 10 8 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.010474956622283225 -0.064241034453412088 0.062220216771836673 -0.034014996112670809 0.06763125673019893 0.003154180911011932 -0.070526743400882178 leaf_weight=42.007002078229561 3.9816201725043348 1.2557941367849705 2.0468338988721362 5.4000820615328848 22.518965646624569 7.5058557270094743 leaf_count=680 100 90 31 99 137 76 internal_value=0.00117605 -0.033919 0.00348871 0.0396931 -0.000254237 -0.0152652 internal_weight=84.7162 5.23741 79.4787 7.44692 72.0318 30.0248 internal_count=1213 190 1023 130 893 213 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=7 num_cat=0 split_feature=5 10 15 6 5 9 split_gain=0.910399 0.924228 1.41736 1.12827 2.3722 0.938634 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 125.38956572919442 26643.000000000004 7.9588975289260775 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=-0.077475101864056151 0.0010002096787315917 -0.075998830204018805 0.082830590802040263 -0.086073153606010422 0.06041985871643113 0.050349570090911205 leaf_weight=1.4961012029089023 66.355150539195165 1.5187019053846587 2.1501803686842313 3.8186577921733251 1.5557371713221071 4.0918632559478274 leaf_count=115 771 141 30 65 34 57 internal_value=-0.000191678 0.00126289 0.00276776 0.000497302 -0.0436675 0.00386663 internal_weight=80.9864 79.4903 77.9716 75.8214 5.37439 70.447 internal_count=1213 1098 957 927 99 828 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=7 num_cat=0 split_feature=0 7 4 4 7 7 split_gain=0.770352 2.28171 1.64137 2.22603 1.66301 3.22603 threshold=23.872839500000005 81.226848822243241 32495.000000000004 4353.5000000000009 76.473063496013751 72.192781170150241 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=0.0027939445941926678 -0.056783256989619349 0.056169237881924287 0.081788294860573915 -0.065264539071357097 -0.038776330196499856 0.075098690733779283 leaf_weight=59.003372296690941 6.7829029997810704 2.4288090839982033 2.5934071764349929 4.7713189101195885 7.6934469236293799 6.8914325363002709 leaf_count=455 115 8 31 317 238 49 internal_value=0.000399797 -0.0270016 0.00351783 0.000927368 0.00521912 0.0103557 internal_weight=90.1647 9.21171 80.953 78.3596 73.5883 65.8948 internal_count=1213 123 1090 1059 742 504 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=1.40938 1.74765e-06 3.33905e-07 1.71716e-07 1.86724e-07 1.34088e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075170716363898951 -0.075657102183692926 -0.075173532461673728 -0.075101987959178773 -0.075234074761176092 -0.075123127087234676 -0.075332760108046459 leaf_weight=0.85603253170847893 0.085058370255865934 0.73117202991852548 0.32750880222010881 0.85244790790602543 0.13090898486552771 0.16420619437121786 leaf_count=17 20 430 271 326 69 80 internal_value=-0.0343102 -0.0752123 -0.0751952 -0.0752114 -0.0752355 -0.07525 internal_weight=3.14733 2.2913 2.20624 1.87874 1.14756 1.01665 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=7 num_cat=0 split_feature=0 4 0 3 5 0 split_gain=0.712123 2.37296 3.10274 1.43112 1.66431 1.43431 threshold=0.0042115000000000008 156.00000000000003 3.5000000000000004e-05 1.0000000180025095e-35 76.000000000000014 0.030054500000000001 decision_type=10 10 8 10 10 10 left_child=1 2 -1 -2 -5 -6 right_child=3 -3 -4 4 5 -7 leaf_value=0.088527482945990221 -0.080436316399903091 -0.078552791216444512 -0.016115997042273348 0.061373932719043449 0.058385456492174984 -0.00091647335905819377 leaf_weight=3.4122795648872914 1.8064552322030056 4.5196678629145017 16.704944413155317 5.6706785261631003 4.4695446835830799 46.621322423452511 leaf_count=57 12 31 90 79 136 808 internal_value=0.00118728 -0.0130767 0.00163361 0.00718748 0.00997614 0.00427139 internal_weight=83.2049 24.6369 20.1172 58.568 56.7615 51.0909 internal_count=1213 178 147 1035 1023 944 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=7 num_cat=0 split_feature=19 19 19 21 20 7 split_gain=0.858962 2.84322 3.52418 1.55285 2.97527 2.03997 threshold=0.62152410415000003 0.49277379045000008 0.43664927860000008 0.34062051785000008 0.60143145175000001 83.214593831120908 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=0.00027609117036174198 0.025118849894819439 -0.091607177355069097 0.11403820775926771 -0.049633937242509543 0.1109847601311847 -0.097878095259889664 leaf_weight=50.531337283318862 11.462609283626078 3.5493814870715132 2.6148840039968482 6.7819342389702788 2.3576044812798491 2.2100262977182856 leaf_count=1124 28 12 6 21 5 17 internal_value=-0.000205545 -0.00447159 0.000323724 -0.00448148 0.00107618 -0.00383687 internal_weight=79.5078 68.0452 64.4958 61.8809 55.099 52.7414 internal_count=1213 1185 1173 1167 1146 1141 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=7 num_cat=0 split_feature=21 21 21 21 21 7 split_gain=0.748939 1.17614 1.27316 1.39467 2.09599 2.1952 threshold=0.21995678085000001 0.53514027195000013 0.78946906100000003 0.87646589255000007 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=-0.03809024949728998 0.034914963247208289 -0.049064744350310101 0.066482077305245177 -0.11316804945501271 -0.001011894378815712 0.13683215618475231 leaf_weight=4.8089282475411892 9.8694287091493589 5.2991276159882545 3.1799102425575256 1.6340237632393835 62.671317484171595 1.1770051717758168 leaf_count=35 24 18 6 9 1119 2 internal_value=0.000288136 0.0024897 -0.00183714 0.00180773 -0.00133294 0.00152918 internal_weight=88.6397 83.8308 73.9614 68.6623 65.4823 63.8483 internal_count=1213 1178 1154 1136 1130 1121 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=1.29509 1.44166e-06 2.63256e-07 1.44509e-07 1.49037e-07 1.1025e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075157440473867826 -0.075618235540674261 -0.075159188897207921 -0.075094641045553634 -0.075216912290895221 -0.075114242467628226 -0.07530990122373607 leaf_weight=0.78574781864881516 0.078119935002178731 0.67033344481023971 0.30390862547210407 0.78883291071542772 0.12147121454472654 0.15208431577775627 leaf_count=17 20 430 271 326 69 80 internal_value=-0.0344656 -0.0751967 -0.0751805 -0.0751955 -0.0752185 -0.0752319 internal_weight=2.9005 2.11475 2.03663 1.73272 1.06239 0.940917 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=7 num_cat=0 split_feature=0 0 0 10 0 3 split_gain=0.689258 1.46535 1.32116 1.42532 1.35857 1.53903 threshold=0.0042115000000000008 3.5000000000000004e-05 0.030054500000000001 30.500000000000004 0.034904500000000005 3.5000000000000004 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=0.012912112706690055 0.081820981265845194 -0.063095648527602077 -0.12462409929039936 -0.071136822057867838 0.023375504904926458 -0.0084831312123933335 leaf_weight=5.3420302756130678 3.7710294611752024 4.8295514998026192 0.84825190529227157 0.72659200988709916 23.405324555933475 43.059618589933962 leaf_count=62 126 40 10 12 245 718 internal_value=0.00118603 -0.023177 0.00463691 0.0571106 0.00113081 0.00273574 internal_weight=81.9824 10.1716 71.8108 4.49762 67.3132 66.4649 internal_count=1213 102 1111 138 973 963 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 21 split_gain=0.863055 2.46291 2.68684 1.86766 3.40065 2.29453 threshold=0.8365947652000002 0.62152410415000003 0.18647970780000003 0.21995678085000001 0.62272809245000016 0.96986978155000014 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=-0.11403455963739509 -0.049394009225512757 0.054537398537418846 0.083911601306813965 -0.071530186315111016 0.071847404851764482 -0.0019778921686284747 leaf_weight=2.1561928372830153 3.41309531033039 7.9829827696084967 2.5155736804008484 6.6580594331026077 4.5853451862931252 51.432931594725233 leaf_count=25 10 18 7 18 14 1121 internal_value=-0.000210122 0.0020183 -0.00420696 -0.000574459 -0.00396539 0.00406504 internal_weight=78.7442 75.3311 67.3481 65.1919 62.6763 56.0183 internal_count=1213 1203 1185 1160 1153 1135 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=7 num_cat=0 split_feature=5 10 9 11 16 8 split_gain=0.738927 1.3974 1.2568 1.03755 0.988573 1.50221 threshold=4795.5000000000009 35.000000000000007 6.0303165925932634 17.500000000000004 1.0000000180025095e-35 4.4954850976912946 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=-0.0057986764300306092 0.055298280661881749 0.050053832223091788 -0.076666728758926508 0.080835575871732734 -0.046023164381853963 0.024611957519355413 leaf_weight=50.792292066384107 0.85907822474837203 1.6337665305472908 4.5125716181937605 1.6739745191298414 4.1842562182573593 23.88051831535995 leaf_count=371 6 52 193 14 257 320 internal_value=0.00022025 -0.0309307 -0.0555618 0.00293008 0.0012763 0.00392671 internal_weight=87.5365 7.00542 5.37165 80.531 78.8571 74.6728 internal_count=1213 251 199 962 948 691 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=1.12446 1.29258e-06 2.09489e-07 1.15782e-07 1.16764e-07 9.67114e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075133600524574157 -0.075592625315472631 -0.075146715698235736 -0.07508734977926998 -0.075199794720187438 -0.075106471915573569 -0.075290237977204064 leaf_weight=0.66783826984465122 0.074049853603355698 0.61509722087066587 0.28281428007176157 0.72675141051877301 0.11307155434042215 0.14120007037126925 leaf_count=17 20 430 271 326 69 80 internal_value=-0.0368792 -0.0751828 -0.0751667 -0.0751807 -0.0752021 -0.0752145 internal_weight=2.62082 1.95298 1.87893 1.59612 0.981023 0.867951 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=7 num_cat=0 split_feature=21 21 19 0 4 0 split_gain=0.65468 1.06053 0.75492 0.902159 1.7367 3.22771 threshold=0.87646589255000007 0.78946906100000003 0.24436702830000004 0.0042115000000000008 156.00000000000003 3.5000000000000004e-05 decision_type=10 10 8 10 10 8 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.070139026488890088 0.065848595642459262 -0.084682863842120287 0.087116608814040999 0.0065460854878321862 -0.076073621192081373 -0.026714420183850091 leaf_weight=1.5790190948173402 1.5450525060296048 1.4476751685142506 3.1557454094290742 57.429789057699963 4.1162738762795916 11.825524732470512 leaf_count=28 10 6 57 1029 20 63 internal_value=0.00137737 0.000125246 0.00169714 0.000284947 -0.0185434 -0.00273636 internal_weight=81.0991 79.554 78.1064 76.5273 19.0975 14.9813 internal_count=1213 1203 1197 1169 140 120 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=7 num_cat=0 split_feature=5 5 4 3 4 6 split_gain=0.813956 1.54532 0.958808 2.49355 1.28689 2.47552 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 840.50000000000011 84.854839424013804 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.077387351189961706 0.12005121522680884 0.040896277106775535 -0.0548549393547412 0.045545598011496519 -0.070897913871759297 0.0046173927673746904 leaf_weight=1.3549665082246054 1.0714706480503071 5.1167884469032279 8.459700459148733 6.3854042720049611 4.7489501051604739 50.54290589428274 leaf_count=115 2 29 198 50 154 665 internal_value=-0.000560141 0.000803738 -0.00089412 -0.00394291 0.00304023 -0.00186852 internal_weight=77.6802 76.3252 75.2537 70.137 61.6773 55.2919 internal_count=1213 1098 1096 1067 869 819 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=7 num_cat=0 split_feature=10 5 4 3 4 9 split_gain=0.712552 1.42727 1.08825 0.950438 1.73419 1.97232 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 12.500000000000002 2133.0000000000005 7.5629028176013291 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=-5.2352418133740004e-05 0.053832841074026208 -0.082206583785392751 0.012968817637391562 0.05167915910503601 -0.068262217742904266 0.088876139789212313 leaf_weight=68.800777604803443 2.4195100425276896 3.6388984292861997 1.7934948275797067 3.7015129602514198 3.568420819065067 2.587805289309471 leaf_count=552 122 171 47 43 256 22 internal_value=0.000329003 -0.00121044 -0.0507846 0.0022133 -0.000229412 0.00317127 internal_weight=86.5104 84.0909 5.43239 78.6585 74.957 71.3886 internal_count=1213 1091 218 873 830 574 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=1.0617 1.10522e-06 1.67989e-07 9.60511e-08 9.33317e-08 7.75995e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075126826901407373 -0.075563322839356212 -0.075134762771076558 -0.075079428853929236 -0.075185149572126506 -0.075098387668118993 -0.075269362460246736 leaf_weight=0.63656274601817131 0.068619764235336445 0.56498364420258407 0.25653318467811925 0.67100667626073129 0.10445573565084487 0.13074134071939625 leaf_count=17 20 430 271 326 69 80 internal_value=-0.035845 -0.0751697 -0.0751541 -0.0751671 -0.0751873 -0.0751989 internal_weight=2.4329 1.79634 1.72772 1.47119 0.906204 0.801748 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=7 num_cat=0 split_feature=0 4 0 3 5 0 split_gain=0.6286 2.30774 3.16422 1.27979 1.55575 1.23899 threshold=0.0036350000000000006 156.00000000000003 3.5000000000000004e-05 1.0000000180025095e-35 76.000000000000014 0.048128000000000004 decision_type=8 10 10 8 8 10 left_child=1 2 -1 -2 5 -5 right_child=3 -3 -4 4 -6 -7 leaf_value=0.08600764124661224 -0.080211031495129745 -0.091348223504029338 -0.066500128483698392 -0.014365437342469634 0.0022730342981992168 0.090140381567268446 leaf_weight=2.9409449845552427 1.7407692372798909 3.2093013850972056 2.5314892083406448 1.6303427889943112 64.120951573830098 3.7298042960464954 leaf_count=57 12 26 14 16 1025 63 internal_value=0.00138093 -0.0240234 0.0154592 0.00447764 0.00659941 0.0583539 internal_weight=79.9036 8.68174 5.47243 71.2219 69.4811 5.36015 internal_count=1213 97 71 1116 1104 79 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.871406 1.44204 1.29022 1.93713 1.78169 2.02871 threshold=64.315626000000009 56582.000000000007 54.500000000000007 14.500000000000002 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=0.0063764724415765923 0.081976000498570512 -0.090402390986400363 0.074292148573741293 -0.062144928757631925 0.053743041867304366 -0.039228487424956389 leaf_weight=47.659835795871913 1.2543001007288683 1.8036805260926474 2.2716506458818904 5.0210012865718445 6.1066902582533649 12.264351795893161 leaf_count=409 10 35 44 111 159 445 internal_value=-0.000687558 -0.00206768 0.000105257 -0.00226663 0.00228653 -0.00295724 internal_weight=76.3815 75.1272 73.3235 71.0519 66.0309 59.9242 internal_count=1213 1203 1168 1124 1013 854 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=7 num_cat=0 split_feature=0 8 8 7 7 9 split_gain=0.675831 1.99843 2.78329 1.39805 1.52032 2.13605 threshold=23.872839500000005 4.4954850976912946 4.9765297877802039 76.317822447666359 72.192781170150241 6.0684861926178923 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=0.0070660858109609431 -0.086175967700423198 0.098454368303266593 -0.050523947486509763 -0.037616899161100281 0.045645555513481297 -0.067910906719079941 leaf_weight=55.814567476976663 3.3738959170877907 2.1841573119163522 2.9448391771875322 7.5251299421652211 9.1893819490796869 4.0773406550288191 leaf_count=479 40 5 78 296 217 98 internal_value=0.000345241 -0.0264021 0.0129177 0.00331404 0.00777271 0.00196178 internal_weight=85.1093 8.50289 5.129 76.6064 69.0813 59.8919 internal_count=1213 123 83 1090 794 577 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=7 num_cat=0 split_feature=19 4 2 14 5 5 split_gain=0.975318 9.67227e-07 1.00535e-07 9.45323e-08 5.68168e-08 4.12216e-08 threshold=1.0000000180025095e-35 109.00000000000001 6.5000000000000009 4.5000000000000009 108.50000000000001 231.00000000000003 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=0.075116945120861756 -0.075539286990558605 -0.075127877953510294 -0.075108996310646478 -0.075299389851928411 -0.075230034143670035 -0.075168438255121664 leaf_weight=0.58443666435778141 0.063962874119170121 0.2645758957369253 0.71834565927565563 0.02706047089304775 0.14470791886560619 0.43600179292843677 leaf_count=17 20 208 714 11 65 178 internal_value=-0.035934 -0.075158 -0.0751427 -0.0751159 -0.0751663 -0.0751838 internal_weight=2.23909 1.65465 1.59069 0.745406 0.845286 0.58071 internal_count=1213 1196 1176 725 451 243 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=7 num_cat=0 split_feature=21 21 13 9 6 4 split_gain=0.628492 1.0384 0.611731 0.731538 1.78716 1.60157 threshold=0.17101914640000002 0.30524891520000003 49199.500000000007 6.1021579087979108 83.360795883618621 999.50000000000011 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.057838293796040913 -0.060742269551229605 0.006054591102287005 -0.051032954093485232 0.074866611912926484 -0.042735047910426642 0.006119841464539524 leaf_weight=1.9183586565777657 2.7242798879742622 38.941084791906178 2.1029992636758825 4.1106343045830753 9.3009225931018573 19.297239132458344 leaf_count=29 12 456 77 63 73 503 internal_value=0.00130487 -0.000113222 0.00212629 0.00368657 -0.00335191 0.0181924 internal_weight=78.3955 76.4772 73.7529 71.6499 48.242 23.4079 internal_count=1213 1184 1172 1095 529 566 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 20 split_gain=0.780464 2.00164 2.51607 2.85183 1.3422 2.36337 threshold=0.8365947652000002 0.62152410415000003 0.49277379045000008 0.43664927860000008 0.34062051785000008 0.60143145175000001 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=-0.0031973692676817013 -0.047391928277477763 0.049074914770535105 -0.087711911266810383 0.10415729242100756 -0.046443066541913464 0.10199393610522789 leaf_weight=49.109238198201638 3.4043626189231864 7.9067542925477019 3.4196373075246802 2.5405345112085334 6.6268308013677588 2.2329743131995192 leaf_count=1141 10 18 12 6 21 5 internal_value=-0.000607183 0.00160998 -0.00426047 0.000455702 -0.00408909 0.00137761 internal_weight=75.2403 71.836 63.9292 60.5096 57.969 51.3422 internal_count=1213 1203 1185 1173 1167 1146 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=7 num_cat=0 split_feature=9 10 9 9 9 6 split_gain=0.686399 1.01223 1.23083 0.946025 1.04172 2.2398 threshold=7.8627118266634275 35.000000000000007 7.9966239479282715 7.5629028176013291 6.3944237114723839 126.01722756410258 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=0.0037269469736500773 -0.0791036033230198 0.058858736308969165 0.058028885573525139 0.043353861922184822 -0.069727290772653758 0.052733056039713934 leaf_weight=65.400464161066338 3.6327287474414325 0.96016286220401514 0.79835053510032583 5.3250301745720199 5.3816588688641778 2.0672572329640388 leaf_count=586 253 36 34 173 124 7 internal_value=0.000285385 -0.034226 -0.0543964 0.00266544 -0.000308742 -0.0357415 internal_weight=83.5657 5.39124 4.43108 78.1744 72.8494 7.44892 internal_count=1213 323 287 890 717 131 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=0.915009 7.61825e-07 1.03526e-07 6.32218e-08 5.9833e-08 4.48073e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075110651695804526 -0.075498113753922777 -0.075114524321083564 -0.075068506553286729 -0.075159462052939136 -0.075082579457130483 -0.075228939533698455 leaf_weight=0.55152389034628868 0.05911142600234609 0.4788302896195088 0.21879394985444389 0.57414972578408208 0.086832173226866871 0.11072542687179521 leaf_count=17 20 430 271 326 69 80 internal_value=-0.035304 -0.0751461 -0.075132 -0.0751431 -0.0751608 -0.0751707 internal_weight=2.07997 1.52844 1.46933 1.25054 0.771707 0.684875 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=7 num_cat=0 split_feature=7 7 7 4 10 21 split_gain=0.665203 0.920502 1.26548 1.2137 1.15077 0.688092 threshold=83.63472603049955 79.482860341514581 76.620775124742622 1149.0000000000002 30.500000000000004 0.17101914640000002 decision_type=10 10 10 10 10 8 left_child=1 2 4 -3 5 -1 right_child=-2 3 -4 -5 -6 -7 leaf_value=0.061661721039445706 0.069429568517850912 -0.092408291359470901 0.053914391868863779 0.032670325817822955 -0.067593560672175354 -0.00020251023855087462 leaf_weight=1.8498295019380746 1.4045293899253 2.3048756103962655 4.4721142004709682 1.1693941974081097 2.4995095424819729 64.055429278407246 leaf_count=21 11 10 159 108 98 806 internal_value=0.00123442 -2.00753e-05 0.00237733 -0.0503084 -0.000992021 0.0015339 internal_weight=77.7557 76.3512 72.8769 3.47427 68.4048 65.9053 internal_count=1213 1202 1084 118 925 827 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=7 num_cat=0 split_feature=10 15 10 13 6 9 split_gain=0.730476 1.23289 0.884726 1.10488 1.47272 1.16831 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 125.25498420013805 7.9588975289260775 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=0.00020150287769441058 -0.075836827393421374 0.08189230148883582 0.051071086853282911 -0.06567476215540087 -0.05876410698691268 0.075492584313990252 leaf_weight=59.379888950497843 1.2666762351291243 1.8261837353929866 3.0846694391220799 2.7586734632495782 4.1455447087064377 2.1350628826767197 leaf_count=781 141 30 50 110 79 22 internal_value=-0.000544404 0.00075617 -0.00131602 -0.00367788 -0.00107314 0.00281471 internal_weight=74.5967 73.33 71.5038 68.4192 65.6605 61.515 internal_count=1213 1072 1042 992 882 803 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=7 num_cat=0 split_feature=20 19 19 21 21 19 split_gain=1.16605 0.991816 3.16887 1.97333 2.21504 1.23098 threshold=0.87060952110000012 0.69246639775000018 0.59331907385000016 0.62272809245000016 0.78946906100000003 0.37209006015000007 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=0.048278927194938911 -0.092567251684063906 0.040950502426392518 -0.09714205935489531 -0.11064356961918298 0.0022763517942570284 -0.096291985216130818 leaf_weight=8.4973852371331287 1.3325724899768818 5.9765791594982138 3.3034349754452697 1.856906972825527 60.358872967219213 1.2941668182611454 leaf_count=38 7 16 12 7 1124 9 internal_value=0.000218577 0.00173965 -0.00137208 0.0030215 -0.00303377 0.000207291 internal_weight=82.6199 81.2873 75.3108 72.0073 63.5099 61.653 internal_count=1213 1206 1190 1178 1140 1133 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=7 num_cat=0 split_feature=19 4 10 7 3 4 split_gain=0.856825 6.05159e-07 8.43213e-08 4.52197e-08 4.60822e-08 3.91524e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 69.556993772627209 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075103907971813877 -0.075461365092159061 -0.075110554417958372 -0.075062028732031646 -0.07514951683224845 -0.075070684695160581 -0.075228077402067065 leaf_weight=0.5197707787156105 0.054813036811537708 0.51154240267351236 0.19740397919667896 0.50608113983616942 0.065201291785342619 0.072529616809333675 leaf_count=17 20 479 271 296 62 68 internal_value=-0.0346186 -0.0751356 -0.0751224 -0.0751327 -0.0751504 -0.0751594 internal_weight=1.92734 1.40757 1.35276 1.15535 0.643812 0.578611 internal_count=1213 1196 1176 905 426 364 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=7 num_cat=0 split_feature=7 7 4 7 15 0 split_gain=0.561218 0.819297 1.10623 1.09881 0.796651 0.662733 threshold=83.63472603049955 79.482860341514581 1031.5000000000002 76.620775124742622 4.5000000000000009 30.053426000000005 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=-0.0021878177044473228 0.063608858278158251 -0.090565778629934493 0.031095857070749178 0.050714389810111504 -0.053658154626655546 0.030486690437024452 leaf_weight=58.43439923832193 1.4114182107150544 2.1709046475589271 1.1397592057473955 4.3841272736899546 2.7501948531717053 6.9453625287860623 leaf_count=766 11 10 108 159 80 79 internal_value=0.00112999 -3.30053e-05 -0.0486814 0.00218806 -0.000934583 0.00128323 internal_weight=77.2362 75.8247 3.31066 72.5141 68.13 65.3798 internal_count=1213 1202 118 1084 925 845 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=7 num_cat=0 split_feature=0 0 4 4 3 2 split_gain=0.702472 1.61047 1.21286 1.46781 1.42855 1.55711 threshold=0.00025450000000000006 0.00084900000000000004 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=-0.064363979262469229 0.071981894737857779 -0.091082220020642257 0.10093391161129446 -0.043357198641085934 0.046733867408374624 -0.0031566095485755469 leaf_weight=1.684033685363828 3.0581702915951601 1.5011189188808192 1.4051688909530629 7.5268717247527084 7.1251645544543853 51.27140347706154 leaf_count=72 15 33 3 228 63 799 internal_value=-0.000521335 0.000974232 -0.00218071 -0.000198611 -0.00235427 0.0029307 internal_weight=73.5719 71.8879 68.8297 67.3286 65.9234 58.3966 internal_count=1213 1141 1126 1093 1090 862 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=7 num_cat=0 split_feature=9 8 8 10 9 5 split_gain=0.635948 0.86922 1.11365 0.837991 1.10612 0.825684 threshold=7.8627118266634275 6.7263909492949656 6.0901870390407042 35.000000000000007 7.9966239479282715 386.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 -1 4 -2 -4 right_child=3 -3 5 -5 -6 -7 leaf_value=0.0022964404672165192 -0.078842833968921638 0.053345774994380916 0.08601020801949312 0.054864711770022473 0.052529383362543806 -0.099002376260518693 leaf_weight=71.60146574571263 3.3036992413690305 3.2162772419396779 0.28033047914504949 0.86681337561458338 0.79517040704376984 1.7289213263429699 leaf_count=723 253 31 1 36 34 135 internal_value=0.000217642 0.00245939 0.000236005 -0.0344657 -0.053357 -0.0731895 internal_weight=81.7927 76.827 73.6107 4.96568 4.09887 2.00925 internal_count=1213 890 859 323 287 136 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=7 num_cat=0 split_feature=20 4 10 6 3 4 split_gain=0.790957 4.90061e-07 6.77408e-08 4.10401e-08 3.78478e-08 3.40124e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075095606860501984 -0.075429584790339718 -0.075098269027448081 -0.075056952236118746 -0.075136517268935832 -0.075071658760582305 -0.075201882040414336 leaf_weight=0.48012175783514977 0.051056440046522433 0.40977250917057939 0.18111997996311413 0.48630405358926521 0.074824192153755575 0.095189007770386524 leaf_count=17 20 430 271 326 69 80 internal_value=-0.0345697 -0.0751259 -0.0751135 -0.0751231 -0.0751386 -0.0751472 internal_weight=1.77839 1.29827 1.24721 1.06609 0.656317 0.581493 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=7 num_cat=0 split_feature=0 2 6 0 4 3 split_gain=0.875328 0.640077 0.634644 0.698616 2.72189 2.17952 threshold=47.407128000000007 77.000000000000014 127.70958684588204 4.6811795000000016 395.00000000000006 15.500000000000002 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=0.0051915297385628535 -0.079941448035481227 0.059874433921789164 0.064531614449703942 0.038474805971469059 -0.072458431905084761 0.023946145320421608 leaf_weight=54.227463127346709 1.3121816860511888 1.8917583520524193 1.5373606830835331 5.7507907636463669 8.4135705595836008 3.2513899086043248 leaf_count=900 17 28 16 46 115 91 internal_value=0.00102883 0.0024441 0.000959497 -0.00040467 -0.0178296 -0.0455875 internal_weight=76.3845 75.0723 73.1806 71.6432 17.4158 11.665 internal_count=1213 1196 1168 1152 252 206 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.706494 1.34059 1.21658 1.68923 1.40293 2.10763 threshold=60.179110500000007 56582.000000000007 54.500000000000007 14.500000000000002 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=0.0067238945950501674 0.061469519872881795 -0.092534124302661808 0.074800394293972103 -0.061294455375415238 0.048905356109445797 -0.041881379278593756 leaf_weight=45.657031622016802 1.7986888475716103 1.5984365586191405 2.1134604495018712 4.5197882821084923 5.7889569569379082 11.087841715139801 leaf_count=408 14 33 44 111 159 444 internal_value=-0.000421223 -0.00199434 9.80189e-05 -0.00225652 0.00201059 -0.00277348 internal_weight=72.5642 70.7655 69.1671 67.0536 62.5338 56.7449 internal_count=1213 1199 1166 1122 1011 852 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=7 num_cat=0 split_feature=20 19 19 21 21 19 split_gain=1.06759 0.839562 2.88968 1.67452 2.00426 1.26556 threshold=0.87060952110000012 0.69246639775000018 0.59331907385000016 0.62272809245000016 0.78946906100000003 0.099150155650000016 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=0.044614245609552995 -0.091140739313512756 0.037633523943717093 -0.095241220708626909 -0.10742911240348044 0.10866955854205394 -0.0016729874168750225 leaf_weight=8.4542062656255421 1.2606095522642125 5.9840290620923033 3.1360604502260676 1.7791639044880865 1.0579799413681028 59.284315785160288 leaf_count=38 7 16 12 7 2 1131 internal_value=0.000166229 0.0016105 -0.0013139 0.0028598 -0.00282263 0.000261646 internal_weight=80.9564 79.6958 73.7117 70.5757 62.1215 60.3423 internal_count=1213 1206 1190 1178 1140 1133 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 4 split_gain=0.738018 3.89349e-07 5.35315e-08 3.42629e-08 2.50573e-08 1.52608e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 26643.000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075089783030083318 -0.075397906354336131 -0.075090436219004048 -0.075052839637474583 -0.075126767715037068 -0.075058212906252655 -0.07516926168517872 leaf_weight=0.45001548156142235 0.047288756235502327 0.37855420239793602 0.16731414788227994 0.4542478779949306 0.046425978856859729 0.10383010864461539 leaf_count=17 20 430 271 328 38 109 internal_value=-0.0340921 -0.0751167 -0.0751051 -0.075114 -0.0751288 -0.0751347 internal_weight=1.64768 1.19766 1.15037 0.983058 0.604504 0.558078 internal_count=1213 1196 1176 905 475 437 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 0 split_gain=0.532875 1.24821 0.792085 1.45839 1.40979 1.53114 threshold=4.5000000000000009 2.0000000000000004 6.1021579087979108 83.534692932856203 6.4932345590107117 17.877716500000002 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0041566574640594933 -0.061257337839298188 0.067611357747538903 0.047461568032529308 -0.040532502503477612 -0.030616695079299462 0.059085048489680242 leaf_weight=42.933847152628005 3.4186818683519951 0.96342059830203641 9.6003015922615322 8.7990347128361446 7.103878512978552 2.5990956742316484 leaf_count=491 100 90 247 70 175 40 internal_value=0.000918199 -0.0329251 0.00300594 -0.00344434 0.0202927 -0.00658866 internal_weight=75.4183 4.3821 71.0362 51.7329 19.3033 9.70297 internal_count=1213 190 1023 561 462 215 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=7 num_cat=0 split_feature=5 0 4 4 3 2 split_gain=0.694171 0.757715 1.08552 1.37664 1.08551 1.33992 threshold=59.000000000000007 0.00084900000000000004 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=-0.077202515166006305 0.044862412075271758 -0.090583272223986419 0.099582151082384759 -0.039247065335713857 0.044075792499728463 -0.0029600290914429273 leaf_weight=1.1552962001878757 3.7208133377134791 1.3405945748090733 1.3679290711879719 6.9050350151956073 6.8917303318157783 49.974081622378435 leaf_count=115 20 17 3 196 63 799 internal_value=-0.000317423 0.000947888 -0.00150998 0.000323198 -0.00180598 0.00274038 internal_weight=71.3555 70.2002 66.4794 65.1388 63.7708 56.8658 internal_count=1213 1098 1078 1061 1058 862 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=7 num_cat=0 split_feature=9 9 8 8 9 6 split_gain=0.600947 0.800893 0.849797 1.35037 0.789027 1.94186 threshold=7.8627118266634275 7.5629028176013291 6.7263909492949656 5.7361405884473493 6.3944237114723839 126.01722756410258 decision_type=10 10 10 10 10 10 left_child=1 4 3 -3 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.0030108974027455576 -0.034900046589569404 0.063256758060199633 0.087790222119834838 -0.079380072651398847 -0.066957355196949828 0.050429307965770637 leaf_weight=63.550776556832716 4.6170203629881135 1.601288633886724 2.1839945812243968 1.1335950024658812 4.8381635656114659 1.9883830100297926 leaf_count=586 323 35 22 116 124 7 internal_value=0.0001198 0.00226715 0.0412779 0.00413454 -0.000459423 -0.0327659 internal_weight=79.9132 75.2962 4.91888 2.73488 70.3773 6.82655 internal_count=1213 890 173 151 717 131 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=7 num_cat=0 split_feature=19 0 0 10 6 3 split_gain=0.694496 1.48166e-07 1.86426e-07 4.15097e-08 2.86425e-08 2.5397e-08 threshold=1.0000000180025095e-35 0.00025450000000000006 3.5000000000000004e-05 25.000000000000004 84.342898720943396 22.500000000000004 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075084933144074634 -0.075098854714957017 -0.075081240727491547 -0.075386466447129041 -0.075049906485370771 -0.075126954965684625 -0.075058492357956308 leaf_weight=0.42669070139527321 0.049136389920022006 0.30224488511157688 0.041631669970229268 0.15569149336442933 0.49605607882404001 0.060828857531305403 leaf_count=17 62 381 7 271 406 69 internal_value=-0.0332844 -0.0751084 -0.0752308 -0.0750974 -0.075106 -0.0751195 internal_weight=1.53228 1.10559 0.0907681 1.01482 0.85913 0.556885 internal_count=1213 1196 69 1127 856 475 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=7 num_cat=0 split_feature=7 7 7 10 4 21 split_gain=0.564501 0.696828 0.965581 0.899752 0.875297 0.611549 threshold=83.63472603049955 79.482860341514581 76.620775124742622 30.500000000000004 1149.0000000000002 0.17101914640000002 decision_type=10 10 10 10 10 8 left_child=1 2 3 5 -3 -1 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.05676253225011603 0.063741161605040703 -0.087387771398297578 0.049218835717043309 -0.064599872584093485 0.0279644506275743 -0.00083881209220975587 leaf_weight=1.8997392440214751 1.3993473704904307 1.9338683690875762 4.0173719981685272 2.1701105190441004 0.99692249461077143 61.899883706122637 leaf_count=21 11 10 159 98 108 806 internal_value=0.000827952 -0.000379398 0.00162106 -0.00127751 -0.0481502 0.000876363 internal_weight=74.3172 72.9179 69.9871 65.9697 2.93079 63.7996 internal_count=1213 1202 1084 925 118 827 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=7 num_cat=0 split_feature=5 5 4 5 0 0 split_gain=0.641469 1.32722 0.773488 1.79243 0.740169 2.73727 threshold=59.000000000000007 63.000000000000007 126.00000000000001 108.50000000000001 0.084130500000000011 2.7446330000000003 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=-0.077040486713547102 0.11551170829398086 0.039267775151083727 -0.08520585595031327 0.027074076323737935 -0.080053928106121164 0.0023476341129509051 leaf_weight=1.070486256154253 0.99697694182395835 4.5196881145238867 2.5789932170882812 8.6126267259241995 4.3997830736916503 48.137019365560263 leaf_count=115 2 29 85 196 391 395 internal_value=-0.000221976 0.00096559 -0.000707714 -0.00354282 -9.86583e-05 -0.00455322 internal_weight=70.3156 69.2451 68.2481 63.7284 61.1494 52.5368 internal_count=1213 1098 1096 1067 982 786 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=7 num_cat=0 split_feature=10 5 4 3 4 8 split_gain=0.596192 1.14985 0.969201 0.690101 1.35936 1.58559 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 12.500000000000002 2133.0000000000005 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0050905553156300482 0.054831332387040556 -0.081993777058928088 0.01728569985745269 0.046827152757182015 -0.066212702490968972 0.033701124604428062 leaf_weight=53.098203813191503 1.9388719829730678 3.0749645383330053 1.4455958255566654 3.2424561484949654 3.0001428796967948 13.145527002867309 leaf_count=407 122 171 47 43 256 167 internal_value=6.43256e-05 -0.00131459 -0.0502459 0.00173698 -0.000374443 0.00260734 internal_weight=78.9458 77.0069 4.52056 72.4863 69.2439 66.2437 internal_count=1213 1091 218 873 830 574 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=0.6456 2.57176e-07 3.309e-08 2.16781e-08 1.99705e-08 2.06193e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.07507854141273515 -0.075345706819323524 -0.075077335101665976 -0.075045335590628148 -0.075107945459036277 -0.075054305012110828 -0.075165204106560732 leaf_weight=0.39840240962803364 0.041027677943929697 0.32141749592847202 0.14106601848834543 0.38165320651751244 0.05638925515813753 0.075300022792362142 leaf_count=17 20 430 271 326 69 80 internal_value=-0.0328242 -0.0751004 -0.0750901 -0.0750977 -0.0751105 -0.0751174 internal_weight=1.41526 1.01685 0.975826 0.83476 0.513342 0.456953 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 19 split_gain=0.515991 0.918819 0.862912 0.5902 0.88218 0.892092 threshold=0.87646589255000007 0.78946906100000003 0.20868862815000003 0.67010311760000008 0.37052061300000005 0.88018356465000014 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=0.084110068214414913 0.056581797469519579 -0.083565727094525574 -0.029995701200216347 0.073450298434689212 -0.084947433561984059 0.0022430796371982736 leaf_weight=1.230936729814857 1.6238834634423245 1.3049755841493595 6.1252032443881035 1.7058654241263864 1.1967375874519346 60.348901189980097 leaf_count=26 10 6 31 12 5 1123 internal_value=0.000838214 -0.000420551 0.00111614 -0.0003564 0.00251384 0.000547685 internal_weight=73.5365 71.9126 70.6076 69.3767 63.2515 61.5456 internal_count=1213 1203 1197 1171 1140 1128 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=7 num_cat=0 split_feature=20 20 20 21 19 19 split_gain=0.622569 0.678366 1.49376 1.78402 1.46384 2.11352 threshold=0.15581312665000005 0.20344614855000001 0.25338011470000005 0.30524891520000003 0.43664927860000008 0.69246639775000018 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=-0.050354321011069604 0.060352406342435383 -0.11648109431092052 0.054801972849222058 -0.054291627172583269 0.057990319517438729 -0.0056385093501814983 leaf_weight=2.4018647875636816 1.9005556255578993 1.0873526036739349 5.7603258416056633 5.177420049905777 5.8718808367848396 47.046639826439787 leaf_count=26 6 3 16 17 14 1131 internal_value=-0.000333177 0.0014642 -0.000259148 0.00171989 -0.0035433 0.0014218 internal_weight=69.246 66.8442 64.9436 63.8563 58.0959 52.9185 internal_count=1213 1187 1181 1178 1162 1145 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=7 num_cat=0 split_feature=21 21 20 21 3 4 split_gain=0.560149 0.982226 0.709787 1.38168 2.03856 0.703076 threshold=0.21995678085000001 0.24581294725000002 0.48973562925000008 0.30524891520000003 71.500000000000014 44228.500000000007 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=-0.034341217051344353 0.08982726983893638 -0.030969805161615717 -0.0010569630325382123 0.037018398120459456 -0.10675377668254021 0.065197415857824431 leaf_weight=4.4522805094020441 1.2569397687911987 6.4594822861254215 51.831521943910047 10.502424221485851 1.8156618343200523 1.6527435276657332 leaf_count=35 3 22 1035 31 67 20 internal_value=0.000101148 0.00218697 0.000662533 0.00376772 -0.00254717 0.000990396 internal_weight=77.9711 73.5188 72.2618 65.8024 55.2999 53.4843 internal_count=1213 1178 1175 1153 1122 1055 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=0.596887 2.05506e-07 2.61304e-08 1.69971e-08 1.57911e-08 1.64061e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075072674253150132 -0.075320693743765918 -0.075071770122767736 -0.07504218376516078 -0.075099900990122093 -0.075050492343560885 -0.075152981000764119 leaf_weight=0.36816805973649025 0.038063243846409023 0.29797605963540263 0.13094498934151488 0.35266020018025301 0.052457522135227919 0.069745808999869041 leaf_count=17 20 430 271 326 69 80 internal_value=-0.0328904 -0.0750931 -0.0750835 -0.0750905 -0.0751022 -0.0751087 internal_weight=1.31002 0.941848 0.903785 0.77284 0.474864 0.422406 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 0 split_gain=0.540114 2.07513 2.79402 1.15885 2.20308 1.33749 threshold=0.0036350000000000006 156.00000000000003 3.5000000000000004e-05 0.030054500000000001 3216.0000000000005 0.048128000000000004 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=0.084795181444772313 0.089928970638236683 -0.090512680628059825 -0.064152464944648255 -0.049186264973857953 -0.072014717465630346 0.0045824249509378127 leaf_weight=2.6919337287545186 3.5692017688415936 2.9416976431384683 2.3665796965360641 5.0465821432881048 1.0986151639372108 55.549130581086501 leaf_count=57 127 26 14 59 16 914 internal_value=0.00079665 -0.0237269 0.0151114 0.00380282 0.051814 0.000104417 internal_weight=73.2637 8.00021 5.05851 65.2635 4.66782 60.5957 internal_count=1213 97 71 1116 143 973 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=7 num_cat=0 split_feature=5 8 6 6 0 0 split_gain=0.590526 0.697567 2.82087 1.73584 1.60653 3.47294 threshold=59.000000000000007 4.4954850976912946 84.854839424013804 84.907459377182732 8.0202915000000008 0.019012500000000005 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=-0.076892492943322732 0.059151847587738442 -0.079207082400202605 0.12314156817934557 -0.0001084872061687728 0.059708788518660363 -0.083489819367273094 leaf_weight=0.99216381716541846 3.4560759989544731 4.5812014397233716 1.1699204258620728 49.122860201983713 5.9744410552084446 3.3724889340810478 leaf_count=115 20 180 4 726 45 123 internal_value=-0.000303273 0.000819547 -0.00408439 0.00275858 0.021838 -0.011296 internal_weight=68.6692 67.677 54.874 50.2928 12.803 6.82856 internal_count=1213 1098 910 730 188 143 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.552879 2.48191 1.55777 2.21677 1.38652 1.95922 threshold=0.69246639775000018 0.59331907385000016 0.49277379045000008 0.43664927860000008 0.21995678085000001 0.57542903440000004 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=-0.1059887394375255 0.028360512166099128 -0.093033836060179967 0.072922946351283865 -0.10829013466551483 0.069383766147922202 -0.0013421871922319742 leaf_weight=1.1799909410765392 6.3429149240255347 2.9014106988906851 2.9151415675878516 1.8976929411292065 4.2003421410918236 58.010682664287742 leaf_count=22 19 12 9 6 12 1133 internal_value=7.16201e-05 -0.00245188 0.0014015 -0.00179193 0.00139623 0.00343306 internal_weight=77.4482 71.1053 68.2039 65.2887 63.391 62.211 internal_count=1213 1194 1182 1173 1167 1145 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=0.543522 1.85329e-07 2.05576e-08 1.35355e-08 1.2491e-08 1.29542e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.342898720943396 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075065528941372819 -0.075309623951093155 -0.075066220165142417 -0.075039158059798897 -0.075092421031248829 -0.075046770411416719 -0.075141537317826912 leaf_weight=0.33357889950275421 0.035774422693066299 0.27368869332713075 0.12145539024277241 0.32550472933144192 0.048622423040797003 0.064306547355954535 leaf_count=17 20 430 271 326 69 80 internal_value=-0.0334488 -0.0750867 -0.0750772 -0.0750837 -0.0750946 -0.0751005 internal_weight=1.20293 0.869352 0.833578 0.712122 0.438434 0.389811 internal_count=1213 1196 1176 905 475 406 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=7 num_cat=0 split_feature=20 20 21 0 3 5 split_gain=0.505349 0.528162 1.08457 0.632188 1.16572 1.15573 threshold=0.84371861875000009 0.76592940720000013 0.87646589255000007 0.0036350000000000006 1.0000000180025095e-35 76.000000000000014 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=-0.01799231652429626 0.05982047539142598 -0.061660308744580776 0.090848107264064323 -0.079804257912206411 0.053110529532286212 0.0021061953311754269 leaf_weight=16.584450312424451 1.4169244393706311 1.3841281235218037 1.3101300224661816 1.5915037766098965 4.9280971102416506 45.099212529021315 leaf_count=148 10 6 9 12 79 949 internal_value=0.000688082 -0.00049371 0.00072422 -0.00100699 0.00445018 0.00713054 internal_weight=72.3144 70.8975 69.5134 68.2033 51.6188 50.0273 internal_count=1213 1203 1197 1188 1040 1028 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=7 num_cat=0 split_feature=20 0 0 4 4 5 split_gain=0.583722 0.600341 1.20818 1.02636 1.1017 0.747336 threshold=0.15581312665000005 0.00025450000000000006 0.00084900000000000004 115.00000000000001 126.00000000000001 567.50000000000011 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.049347540779582061 -0.06326050088429995 0.07046451792730167 -0.088265778428836011 0.09540765528406972 -0.025325371111584741 0.0050568042057581941 leaf_weight=2.3407186362892389 1.4014628292061377 2.5414090007543555 1.2868325058370818 1.2365211844444264 9.702840300742535 48.89252648485126 leaf_count=26 69 11 33 3 292 779 internal_value=-0.000284628 0.00148051 0.00290577 9.65697e-05 0.00199702 2.58024e-05 internal_weight=67.4023 65.0616 63.6601 61.1187 59.8319 58.5954 internal_count=1213 1187 1118 1107 1074 1071 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=7 num_cat=0 split_feature=9 9 3 9 8 8 split_gain=0.527771 0.707355 0.724498 0.664971 0.745447 1.17174 threshold=7.8627118266634275 7.9869841965676187 21.000000000000004 7.5629028176013291 6.7263909492949656 5.7361405884473493 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 -1 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.00031308958906835124 -0.065461271668963636 0.082511121275202201 -0.053459497787465698 0.060804757716838624 0.085806298016265881 -0.078958523060728508 leaf_weight=67.729431561427191 2.6721509545750441 0.83944727573543765 0.73498164035845548 1.4557847310788923 1.9562363519798962 1.0202495274133978 leaf_count=717 246 14 63 35 22 116 internal_value=0.000126463 -0.0341334 0.0190367 0.00214259 0.0396678 0.00321532 internal_weight=76.4083 4.24658 1.57443 72.1617 4.43227 2.47603 internal_count=1213 323 77 890 173 151 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 7 split_gain=0.491675 1.53425e-07 1.61356e-08 1.55018e-08 6.67677e-09 5.07554e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 73.905500767373155 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075058793309829952 -0.075289990792979086 -0.075064029748687366 -0.075179543206622901 -0.075066936113239432 -0.075091433759335968 -0.075042610377387284 leaf_weight=0.2994689317420125 0.033575232228031382 0.12999000991112553 0.013605789630673826 0.16148891362536233 0.28131322693661787 0.18293846848973772 leaf_count=17 20 208 11 218 243 496 internal_value=-0.0342943 -0.0750807 -0.0750716 -0.0750697 -0.0750828 -0.075054 internal_weight=1.10238 0.802912 0.769336 0.755731 0.411303 0.344427 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=7 num_cat=0 split_feature=15 16 7 0 4 0 split_gain=0.486898 1.05571 0.646377 1.73785 2.37135 2.25232 threshold=4.5000000000000009 2.0000000000000004 73.565496186226582 0.55581550000000013 219.50000000000003 0.048128000000000004 decision_type=10 8 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0071531382536045816 -0.060123106908275617 0.068553124294587237 0.020336985675737666 0.025477710471826495 -0.065396805778668562 0.046500300836104021 leaf_weight=28.160130294039845 3.1013035716023292 0.80261012073606242 15.831044958904384 4.3382553905248633 8.4932186603546125 10.834396239370106 leaf_count=282 100 90 400 32 99 210 internal_value=0.000670561 -0.0336684 0.00265197 -0.00275019 -0.0346726 0.00775415 internal_weight=71.561 3.90391 67.657 51.826 12.8315 38.9945 internal_count=1213 190 1023 623 131 492 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=0.558351 1.10652 1.05625 1.49229 1.23138 3.00061 threshold=60.179110500000007 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=0.006163785105229384 0.057446728353298095 -0.089798826316389704 0.046275021556702836 -0.070302634083086804 0.046500235771144413 -0.060533425392245654 leaf_weight=42.615219955798239 1.6349956383928645 1.3957516173832107 4.6166596587281665 3.155079362448304 5.2467889420222482 8.013582685554864 leaf_count=407 14 33 97 90 147 425 internal_value=-0.000270369 -0.00172121 0.000210284 -0.00339234 0.000385828 -0.00439312 internal_weight=66.6781 65.0431 63.6473 59.0307 55.8756 50.6288 internal_count=1213 1199 1166 1069 979 832 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=7 num_cat=0 split_feature=10 5 4 6 3 4 split_gain=0.526001 0.950654 0.840843 0.580682 0.573525 1.17429 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 121.87877598320594 12.500000000000002 2133.0000000000005 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0023310297683271078 0.053672142469284229 -0.081037819362155372 0.080677945932213502 -0.050869448467159406 0.043664022245015491 -0.064294976333917328 leaf_weight=63.953821414150298 1.7896388035733242 2.6670010194939087 0.68244848400354363 0.66017295210622251 3.0870131201809263 2.7595345834852187 leaf_count=574 122 171 5 42 43 256 internal_value=0.000103799 -0.00119505 -0.0485462 0.0159955 0.001525 -0.000424892 internal_weight=75.5996 73.81 4.00962 1.34262 69.8004 66.7134 internal_count=1213 1091 218 47 873 830 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=7 num_cat=0 split_feature=19 0 0 14 2 5 split_gain=0.459265 5.96136e-08 7.05599e-08 1.71298e-08 1.29073e-08 5.67182e-09 threshold=1.0000000180025095e-35 0.00025450000000000006 3.5000000000000004e-05 4.5000000000000009 6.5000000000000009 108.50000000000001 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=0.075055422001100561 -0.07506752646595781 -0.07505553144133037 -0.075279345497405989 -0.075180250276242644 -0.075049514286634478 -0.07508491116191475 leaf_weight=0.28161660209298134 0.033095724327722564 0.087864485700265504 0.029965103371068835 0.01298443810082972 0.31255699430766981 0.26059500167320948 leaf_count=17 62 159 7 11 714 243 internal_value=-0.0335712 -0.0750752 -0.0751682 -0.0750665 -0.0750643 -0.0750775 internal_weight=1.01868 0.737062 0.0630608 0.674001 0.661016 0.348459 internal_count=1213 1196 69 1127 1116 402 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=7 num_cat=0 split_feature=20 20 19 0 19 21 split_gain=0.495338 0.61358 1.61618 0.736318 0.703001 0.546764 threshold=0.18647970780000003 0.55274229250000018 0.32872809605000003 47.407128000000007 0.49277379045000008 0.37052061300000005 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=0.050404820290257002 -0.033591134287294197 0.11761949245059551 -0.064619606212806033 -0.079394959929117506 0.065542517772887263 0.0015618031693156243 leaf_weight=1.9476250109728424 5.2482629008591175 1.1861796230077741 1.5764817371964452 1.1527543407864858 1.367371831089258 57.624877986381762 leaf_count=29 27 10 7 17 10 1113 internal_value=0.000679247 -0.000741712 0.00199885 -0.000223177 0.00128363 0.0030448 internal_weight=70.1036 68.1559 62.9077 61.7215 60.5687 58.9922 internal_count=1213 1184 1157 1147 1130 1123 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=7 num_cat=0 split_feature=0 0 4 4 3 5 split_gain=0.525545 1.09434 0.854768 1.06009 0.852625 1.27462 threshold=0.00025450000000000006 0.00084900000000000004 115.00000000000001 126.00000000000001 3.5000000000000004 126.00000000000001 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.061104606870194339 0.066728740702811595 -0.086669727285248827 0.093853428683996112 0.0063704884635913429 0.0022947190092963239 -0.083312553648796847 leaf_weight=1.3933454828802485 2.4348740931600323 1.1595503226853896 1.1801825165748585 3.316700837807729 52.907637369848089 3.0348142390139401 leaf_count=72 15 33 3 125 862 103 internal_value=-0.000346927 0.000975132 -0.00162397 7.66417e-06 -0.00186133 -0.0364809 internal_weight=65.4271 64.0338 61.5989 60.4393 59.2592 6.35152 internal_count=1213 1141 1126 1093 1090 228 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.479488 2.27879 1.33281 1.9985 1.25424 1.69792 threshold=0.69246639775000018 0.59331907385000016 0.49277379045000008 0.43664927860000008 0.21995678085000001 0.57542903440000004 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=-0.10412855098106724 0.026393865988634857 -0.091615498194721201 0.067859050035775581 -0.10518401048359777 0.065149176706150544 -0.0012206056067322773 leaf_weight=1.1047579814912749 6.3543335869908324 2.7432288303971282 2.8861598633229724 1.81031323224306 4.1435514912009239 55.269547940348275 leaf_count=22 19 12 9 6 12 1133 internal_value=0.000124866 -0.0023314 0.00142432 -0.001652 0.00144502 0.00340811 internal_weight=74.3119 67.9576 65.2143 62.3282 60.5179 59.4131 internal_count=1213 1194 1182 1173 1167 1145 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=7 num_cat=0 split_feature=19 4 10 11 6 3 split_gain=0.429469 9.90496e-08 1.05861e-08 9.39886e-09 5.12345e-09 5.51239e-09 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 17.500000000000004 84.342898720943396 23.500000000000004 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=0.075052125824819182 -0.075250499348878591 -0.075052557922853674 -0.07503055684164231 -0.075137286523113175 -0.07507697625685103 -0.075035266921755328 leaf_weight=0.26441504526883364 0.02904003145522438 0.21461628100223606 0.093235074789845385 0.018374759776634164 0.29149060650343017 0.035550993285141885 leaf_count=17 20 430 271 18 393 64 internal_value=-0.0331415 -0.0750698 -0.0750618 -0.0750669 -0.0750646 -0.0750724 internal_weight=0.946723 0.682308 0.653268 0.560033 0.541658 0.327042 internal_count=1213 1196 1176 905 887 457 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 6 split_gain=0.445688 0.951135 0.643966 1.23918 1.23306 1.14376 threshold=4.5000000000000009 2.0000000000000004 6.1021579087979108 83.624997229692312 5.0499990851356271 92.018638466622647 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=0.0037870057467789004 -0.058935704153316185 0.067303356805672607 0.096462864314156724 0.0074548420061197095 -0.07086911033060353 0.010483168567034684 leaf_weight=40.317609290126711 2.9360463498160239 0.74911396205425251 1.7157978611066962 3.4151847623288614 4.8851565308868885 15.744459516601635 leaf_count=494 100 90 48 28 39 414 internal_value=0.000571625 -0.033274 0.00245919 -0.00345683 -0.0386426 0.0189323 internal_weight=69.7634 3.68516 66.0782 48.618 8.30034 17.4603 internal_count=1213 190 1023 561 67 462 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.550291 1.55327 0.860542 2.74929 2.01986 1.89125 threshold=0.76615868215000016 0.68286743350000012 0.62152410415000003 0.49277379045000008 0.43664927860000008 0.34062051785000008 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=0.0022518171994617611 -0.030739366470150267 0.11313331145864398 0.028287383030122539 -0.11676696417123392 0.12846159121707365 -0.076027061343464056 leaf_weight=42.162936892855214 5.4444892182946196 1.2420194894075383 9.1305322274565679 2.1117275878787032 1.1906641721725453 3.3302419856190673 leaf_count=1146 19 3 24 7 2 12 internal_value=-0.000316319 0.00248313 0.000110627 -0.00516175 -0.00011333 -0.00347844 internal_weight=64.6126 59.1681 57.9261 48.7956 46.6838 45.4932 internal_count=1213 1194 1191 1167 1160 1158 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=7 num_cat=0 split_feature=0 8 3 7 7 9 split_gain=0.452624 1.67071 2.05127 1.01861 1.09858 1.49902 threshold=23.872839500000005 4.4954850976912946 5.5000000000000009 76.317822447666359 72.192781170150241 6.0684861926178923 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=0.0057843581057278265 -0.08455674135234631 0.093347954880741976 -0.049455903066349081 -0.036657159502149782 0.04284408174652659 -0.064681104209636311 leaf_weight=50.417964402353391 2.7507738508284083 1.8678357899188993 2.17967768618837 5.99955461063655 7.3281612576101898 3.211232383735477 leaf_count=479 40 5 78 296 217 98 internal_value=0.000161825 -0.0244232 0.0164448 0.002658 0.00652748 0.001565 internal_weight=73.7552 6.79829 4.04751 66.9569 60.9574 53.6292 internal_count=1213 123 83 1090 794 577 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 10 split_gain=0.403231 7.77009e-08 1.2814e-08 7.78376e-09 3.31031e-09 2.50662e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075049540375826285 -0.075231212903008021 -0.075050796334424491 -0.075162893849732418 -0.075049325393892127 -0.075072531522379596 -0.075028639541984909 leaf_weight=0.24984879046678543 0.026822047802852467 0.10235842486144975 0.011271335009951144 0.1813986138713517 0.22214721897762502 0.086518110301767592 leaf_count=17 20 208 11 443 243 271 internal_value=-0.032462 -0.0750647 -0.0750573 -0.0750553 -0.0750657 -0.0750426 internal_weight=0.880365 0.630516 0.603694 0.592422 0.324506 0.267917 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=7 num_cat=0 split_feature=21 21 20 19 21 0 split_gain=0.442718 0.814708 0.510231 0.94198 1.81428 1.70628 threshold=0.17101914640000002 0.30524891520000003 0.55274229250000018 0.29974229910000011 0.5633073943500001 47.407128000000007 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=0.046717042751759849 -0.057359580433064189 -0.069201872876238871 0.037864744897394678 0.0022536800905199983 0.1075118874030052 -0.082298194396764099 leaf_weight=2.0234276151750237 2.4501534961163998 1.9477048963308332 3.6197978965938082 54.94422780291643 1.5707918517291535 2.4951165588572612 leaf_count=29 12 8 25 1103 13 23 internal_value=0.000631829 -0.000759386 0.00138809 -0.000777962 0.00148046 -0.00141918 internal_weight=69.0512 67.0278 64.5776 60.9578 59.0101 57.4393 internal_count=1213 1184 1172 1147 1139 1126 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=7 num_cat=0 split_feature=5 5 4 5 4 8 split_gain=0.492932 1.05646 0.610405 1.52247 1.00773 1.70159 threshold=59.000000000000007 63.000000000000007 126.00000000000001 108.50000000000001 168.50000000000003 4.3661747417679626 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=-0.076628029039923481 0.10879777048493398 0.038250656325018235 -0.084390708777430545 -0.087145533440542586 0.067515183824503278 -0.0028193057078231294 leaf_weight=0.83568554907105763 0.89102393388748069 3.7489533722400656 2.2310277060605577 1.3010936751961697 3.6868808171711853 51.299706355086528 leaf_count=115 2 29 85 27 49 906 internal_value=-0.000329204 0.000680345 -0.000866769 -0.0033728 -0.000161556 0.00189666 internal_weight=63.9944 63.1587 62.2677 58.5187 56.2877 54.9866 internal_count=1213 1098 1096 1067 982 955 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=7 num_cat=0 split_feature=10 5 9 0 0 8 split_gain=0.476902 0.882912 0.705162 0.510149 3.61308 3.46972 threshold=41.000000000000007 4795.5000000000009 6.0303165925932634 0.16056050000000002 0.24661950000000002 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=-0.0047565196988121061 0.05371068397344933 0.053035352234389432 -0.068292938267602299 0.13967529855693805 -0.04898749475885493 0.034557468258365108 leaf_weight=44.776642301789252 1.6212917867815111 0.56821364909410421 3.0521157485200092 2.067589906393553 8.3024016842246073 12.389289527374784 leaf_count=528 122 6 212 63 97 185 internal_value=8.2677e-05 -0.00113923 -0.0492504 0.00143981 0.0136305 0.00103561 internal_weight=72.7775 71.1563 3.62033 67.5359 22.7593 20.6917 internal_count=1213 1091 218 873 345 282 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=7 num_cat=0 split_feature=19 4 14 2 3 7 split_gain=0.380503 6.32251e-08 1.06396e-08 6.28855e-09 2.45606e-09 2.05759e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 1.5000000000000002 73.905500767373155 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075046841988340093 -0.075215749297630308 -0.075046931140873796 -0.075153926276736158 -0.075049139755231892 -0.075066786956138346 -0.075030808834457868 leaf_weight=0.23787680827081203 0.024997310771141201 0.088053008541464806 0.01028974715154618 0.11550289698789129 0.21297043803497218 0.13032603343890514 leaf_count=17 20 206 11 218 245 496 internal_value=-0.0315159 -0.0750602 -0.0750532 -0.0750513 -0.075061 -0.0750394 internal_weight=0.820016 0.582139 0.557142 0.546852 0.301023 0.245829 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=7 num_cat=0 split_feature=7 7 7 10 4 2 split_gain=0.430669 0.626035 0.754315 0.753865 0.720921 0.495046 threshold=83.63472603049955 79.482860341514581 76.620775124742622 30.500000000000004 1031.5000000000002 1.5000000000000002 decision_type=10 10 10 10 8 8 left_child=1 2 3 5 -3 -1 right_child=-2 4 -4 -5 -6 -7 leaf_value=-0.016209845334737669 0.056309905367116719 -0.085745900511808304 0.046177953835530312 -0.063872673833795385 0.025902966321606147 0.0057254031766095174 leaf_weight=13.257450256496666 1.3623294932767738 1.736393581144511 3.5633266005897886 1.858204228337853 0.86715514073148359 45.945728249847889 leaf_count=164 11 10 159 98 108 663 internal_value=0.000645878 -0.000482111 0.00145479 -0.0011551 -0.0485594 0.000813412 internal_weight=68.5906 67.2283 64.6247 61.0614 2.60355 59.2032 internal_count=1213 1202 1084 925 118 827 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 21 split_gain=0.487515 1.15865 1.94529 1.12371 2.05913 1.08167 threshold=0.8365947652000002 0.62152410415000003 0.18647970780000003 0.49277379045000008 0.43664927860000008 0.21995678085000001 decision_type=10 10 8 10 10 8 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.11115501476278994 -0.037513161264126384 0.038741915827352702 0.082812158016045412 -0.067604001019356291 0.097266681341912575 -0.0041125619791106197 leaf_weight=1.6277722623199222 3.352495849132537 7.3919143825769416 1.4787482023239134 2.3522156849503508 2.2192119583487502 44.860089212481398 leaf_count=25 10 18 4 9 5 1142 internal_value=-0.000403212 0.00167273 -0.00354277 -0.00010205 0.00316783 -0.00133865 internal_weight=63.2824 59.93 52.538 50.9103 48.558 46.3388 internal_count=1213 1203 1185 1160 1151 1146 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=7 num_cat=0 split_feature=20 19 19 21 21 19 split_gain=0.957476 0.699392 2.1041 1.13008 1.76403 1.00803 threshold=0.87060952110000012 0.69246639775000018 0.59331907385000016 0.62272809245000016 0.78946906100000003 0.099150155650000016 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=0.03811598030017984 -0.090135309551064594 0.034553034402683695 -0.090076274143952847 -0.10367775278267029 0.1021407060377067 -0.0014875822387201373 leaf_weight=7.6939474459795747 1.157056264579295 5.8946551121771327 2.571105293929576 1.6807494312524793 0.95592555403709412 52.015475617168704 leaf_count=38 7 16 12 7 2 1131 internal_value=9.80791e-05 0.00157248 -0.00142224 0.00223378 -0.00281772 0.000382501 internal_weight=71.9689 70.8119 64.9172 62.3461 54.6522 52.9714 internal_count=1213 1206 1190 1178 1140 1133 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 7 split_gain=0.336577 5.17608e-08 8.36261e-09 5.00585e-09 2.0906e-09 1.65264e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 73.905500767373155 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075040548864167639 -0.075201439916620719 -0.075043947998188004 -0.075142158218457655 -0.075045646900194968 -0.075062530006146058 -0.075028587777800484 leaf_weight=0.20662274397909641 0.023391003400320187 0.088950282472069375 0.0095294333295896649 0.10724352928082226 0.18960507774318103 0.12070761921131634 leaf_count=17 20 208 11 218 243 496 internal_value=-0.0334859 -0.0750559 -0.0750493 -0.0750476 -0.0750566 -0.0750366 internal_weight=0.74605 0.539427 0.516036 0.506507 0.278555 0.227951 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=7 num_cat=0 split_feature=20 20 19 19 21 19 split_gain=0.408271 0.474252 1.23596 0.567858 0.459973 0.697283 threshold=0.18647970780000003 0.55274229250000018 0.32872809605000003 0.49277379045000008 0.37052061300000005 0.62152410415000003 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=0.045413644336964071 -0.030420795931547007 0.098439802213708724 -0.062080409283594908 0.057019451786478818 0.001626854895244295 -0.06400631250030471 leaf_weight=1.9733143616467712 4.9805138446390629 1.2919283062219618 1.4571669772267339 1.4358054958283899 55.508633086574264 1.6673058941960324 leaf_count=29 27 10 7 10 1122 8 internal_value=0.000589552 -0.000743734 0.00166508 -0.000416293 0.00111676 -0.000287072 internal_weight=68.3147 66.3414 61.3608 60.0689 58.6117 57.1759 internal_count=1213 1184 1157 1147 1140 1130 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=7 num_cat=0 split_feature=5 8 9 0 0 0 split_gain=0.462261 0.538718 1.36467 1.26415 1.792 1.67728 threshold=59.000000000000007 2.2861426561270828 5.6838105482676164 0.084130500000000011 0.04603150000000001 2.7446330000000003 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=-0.076515141035779929 0.025227314468919348 -0.058727504898339833 -0.010722322873380534 -0.079615722292003754 0.096082142642987645 0.00070065744005622381 leaf_weight=0.78623094246722658 7.7927138404920688 4.0499620651826254 3.091047544963657 2.7768124351860015 3.1944109043106437 40.866611765231937 leaf_count=115 156 88 110 358 31 355 internal_value=-0.000320908 0.000648895 -0.00289939 0.00162908 0.0435581 -0.00440947 internal_weight=62.5578 61.7716 53.9788 49.9289 6.28546 43.6434 internal_count=1213 1098 942 854 141 713 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=7 num_cat=0 split_feature=9 9 3 9 9 6 split_gain=0.454329 0.585025 0.644081 0.550299 0.751994 1.43992 threshold=7.8464943593056891 7.9912365491564854 19.500000000000004 7.5629028176013291 6.3944237114723839 126.01722756410258 decision_type=10 10 8 10 10 10 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0031870792120241307 -0.06205718319230679 0.091793755771093055 -0.052313775863307349 0.03861793814093864 -0.06674352666548429 0.040947872209145642 leaf_weight=57.857466390298214 2.4762219849217213 0.64080748986452785 0.60105275653768342 3.8569663213565937 4.1208090700674793 1.7769854664802549 leaf_count=586 271 9 61 155 124 7 internal_value=6.70442e-05 -0.0339661 0.0220466 0.00193857 -0.000280404 -0.0342965 internal_weight=71.3303 3.71808 1.24186 67.6122 63.7553 5.89779 internal_count=1213 341 70 872 717 131 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=7 num_cat=0 split_feature=20 4 14 2 5 7 split_gain=0.314451 4.16659e-08 6.81883e-09 3.75696e-09 1.53312e-09 1.38393e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 73.905500767373155 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075038414740305454 -0.075187041347306055 -0.075040650493086558 -0.075132742977673694 -0.075042451432278182 -0.075057217795928777 -0.075026232485541369 leaf_weight=0.19397654198110104 0.021715463066357188 0.082271422914345749 0.0087735644192434847 0.099579638219438493 0.17396955479489407 0.111538395865864 leaf_count=17 20 208 11 218 243 496 internal_value=-0.0329687 -0.0750516 -0.0750454 -0.0750438 -0.0750519 -0.0750339 internal_weight=0.691825 0.497848 0.476133 0.467359 0.256241 0.211118 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=7 num_cat=0 split_feature=6 0 4 3 9 4 split_gain=0.418304 0.430315 1.8519 2.62457 2.42679 1.82752 threshold=127.70958684588204 4.6811795000000016 467.50000000000006 1.5000000000000002 6.0901228115194419 395.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -4 -3 right_child=-2 5 4 -5 -6 -7 leaf_value=0.00090360076808071108 0.05164054921882133 0.03529928540450495 0.089866406629390216 -0.086793599013526943 0.005955020764989361 -0.03520554264085559 leaf_weight=28.600944107398391 1.5665282905101765 5.2492819949984577 4.9876960176043239 3.8749612974934271 11.154707971727474 12.269676199299282 leaf_count=294 17 46 137 28 442 249 internal_value=0.000567273 -0.00064245 0.00419955 -0.00956026 0.031882 -0.0140799 internal_weight=67.7038 66.1373 48.6183 32.4759 16.1424 17.519 internal_count=1213 1196 901 322 579 295 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=7 num_cat=0 split_feature=0 4 3 3 0 0 split_gain=0.434851 0.961025 0.943763 1.29928 0.891039 1.21556 threshold=60.179110500000007 56582.000000000007 54.500000000000007 14.500000000000002 20.176897000000004 30.053426000000005 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=-0.0025413314625947151 0.054490605853172419 -0.088365950578230157 0.075832363811008205 -0.058797706191664391 0.086789317494001678 -0.0022940286370336216 leaf_weight=47.655911495327018 1.4149529077112664 1.2499026567675162 1.6068094442598511 3.7480286617646916 2.7848409861326209 3.4040456097573042 leaf_count=953 14 33 44 111 18 40 internal_value=-0.000308715 -0.00159141 0.000240689 -0.00186828 0.00209446 0.0377912 internal_weight=61.8645 60.4495 59.1996 57.5928 53.8448 6.18889 internal_count=1213 1199 1166 1122 1011 58 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=7 num_cat=0 split_feature=10 5 4 10 0 0 split_gain=0.437555 0.773807 0.726208 0.503586 0.496941 3.13985 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 50.000000000000007 0.16056050000000002 0.24661950000000002 decision_type=10 10 10 8 10 10 left_child=1 4 -3 -2 -1 -6 right_child=3 2 -4 -5 5 -7 leaf_value=-0.0049059304464610029 0.07746475556368182 -0.080455958077533904 0.018248406834337903 -0.076006901668914523 0.13320128275344931 0.0016099904596850523 leaf_weight=43.795448749064235 1.3075413247570382 2.2575914661574639 1.1128245790023354 0.25559958687517803 1.9932998628355587 20.072329016868025 leaf_count=528 47 171 47 75 63 282 internal_value=4.94467e-05 -0.00113186 -0.0478663 0.0523696 0.00125976 0.0134973 internal_weight=70.7946 69.2315 3.37042 1.56314 65.8611 22.0656 internal_count=1213 1091 218 122 873 345 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=7 num_cat=0 split_feature=19 4 14 2 7 7 split_gain=0.290626 3.35541e-08 5.80262e-09 2.92146e-09 1.14057e-09 1.03604e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 69.418407380621915 73.905500767373155 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075035921333818145 -0.075173998513717422 -0.075040171733630923 -0.075126281914506987 -0.075039232195521346 -0.075054158011628361 -0.075024526148707735 leaf_weight=0.1797328139655292 0.02019250622834079 0.10405465841904515 0.0080464544880669564 0.090143916888337117 0.1326203803619137 0.10223820635292213 leaf_count=17 20 302 11 218 149 496 internal_value=-0.032703 -0.075048 -0.0750421 -0.0750406 -0.075048 -0.0750314 internal_weight=0.637029 0.457296 0.437104 0.429057 0.236675 0.192382 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=7 num_cat=0 split_feature=15 16 7 7 0 9 split_gain=0.404071 0.793363 0.633308 1.58625 1.19652 1.2698 threshold=4.5000000000000009 2.0000000000000004 73.565496186226582 72.192781170150241 0.27086550000000004 7.9966239479282715 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.00062510077429928145 -0.057409985821396892 0.067389175876262183 -0.016195008496580645 -0.091613716852108687 0.056050678238686584 -0.070472427221405926 leaf_weight=47.172935512149706 2.664579999633133 0.6297833090648054 5.4027588699245817 1.9411415979266156 7.9936277844244596 0.88060856284573663 leaf_count=607 100 90 170 16 204 26 internal_value=0.000594007 -0.0335521 0.00236854 -0.00302047 0.0209072 0.0434955 internal_weight=66.6854 3.29436 63.3911 49.1141 14.277 8.87424 internal_count=1213 190 1023 623 400 230 is_linear=0 shrinkage=0.1 Tree=294 num_leaves=7 num_cat=0 split_feature=5 5 4 5 4 5 split_gain=0.425184 0.95459 0.489497 1.39398 0.923733 1.53553 threshold=59.000000000000007 63.000000000000007 126.00000000000001 108.50000000000001 168.50000000000003 126.00000000000001 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=-0.076405185319556077 0.10499204799290512 0.034294466438725732 -0.083309773521239472 -0.086235316871404219 0.14333965802707899 -0.00029712306464960809 leaf_weight=0.72777522471733291 0.86161315441131492 3.6811504736542693 2.0985336909070602 1.2204414643347252 0.7551308199763288 51.729570544121088 leaf_count=115 2 29 85 27 5 950 internal_value=-0.000427407 0.000488881 -0.0010248 -0.00335468 -0.000230425 0.00176947 internal_weight=61.0742 60.3464 59.4848 55.8037 53.7051 52.4847 internal_count=1213 1098 1096 1067 982 955 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=7 num_cat=0 split_feature=9 10 9 3 4 0 split_gain=0.433847 0.530114 0.776277 0.482051 0.746279 0.994176 threshold=7.8464943593056891 35.000000000000007 7.9966239479282715 15.500000000000002 2155.5000000000005 6.3066985000000004 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=0.0025351055624591601 -0.07794119032083191 0.052385916270587321 0.053814755405729879 0.048227496332727278 -0.086206148704431329 0.061129700965931427 leaf_weight=61.723953596781939 2.2976417819154449 0.58250142028555263 0.55523561872541893 2.172213749960064 1.99045174132334 0.5948476269841193 leaf_count=659 270 37 34 31 174 8 internal_value=0.000104762 -0.0345482 -0.0522985 0.00189543 0.000330441 -0.0523059 internal_weight=69.9168 3.43538 2.85288 66.4815 64.3093 2.5853 internal_count=1213 341 304 872 841 182 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 7 split_gain=0.272203 2.68801e-08 5.86482e-09 2.36543e-09 9.73749e-10 8.59801e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 73.905500767373155 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075034086768309347 -0.075161642893963085 -0.075034756931981486 -0.075125642471678411 -0.075036273751287297 -0.075049030422044 -0.075022287439866289 leaf_weight=0.16937866527587175 0.018756406818283722 0.070482337454450317 0.0076947123743593684 0.083098343144229148 0.148488306440413 0.093305495811364381 leaf_count=17 20 208 11 218 243 496 internal_value=-0.0320474 -0.0750446 -0.0750392 -0.0750375 -0.0750444 -0.0750289 internal_weight=0.591204 0.421826 0.403069 0.395374 0.218971 0.176404 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=7 num_cat=0 split_feature=21 21 19 21 19 21 split_gain=0.375517 0.782079 0.724536 0.543724 0.762148 0.684503 threshold=0.87646589255000007 0.78946906100000003 0.20868862815000003 0.62272809245000016 0.67010311760000008 0.37052061300000005 decision_type=10 10 8 10 8 8 left_child=1 2 -1 4 -4 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=0.075779693181959887 0.047017609229525872 -0.082353128907833681 -0.040844379713151351 0.070298170865643092 0.061585883517965456 -0.00080596595306083236 leaf_weight=1.2614330351352689 1.6898804232478131 1.1530373841524113 4.6666812747716904 1.0578819215297688 1.817309360951185 54.252505296492018 leaf_count=26 10 6 25 7 12 1127 internal_value=0.000486251 -0.000738385 0.000754021 -0.000777508 -0.00201547 0.00121625 internal_weight=65.8987 64.2088 63.0558 61.7944 60.7365 56.0698 internal_count=1213 1203 1197 1171 1164 1139 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.422355 1.32079 0.713603 2.22474 1.6536 1.58701 threshold=0.76615868215000016 0.68286743350000012 0.62152410415000003 0.49277379045000008 0.43664927860000008 0.34062051785000008 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=0.0018408311595387843 -0.027353836235805042 0.10501018290188419 0.025714402934176601 -0.11101685911724508 0.11846378532020424 -0.071362502333323682 leaf_weight=38.664480988372816 5.2801626399159423 1.2230908423662175 8.9437196329236013 1.9032908082008351 1.1368672251701344 3.2072088345885268 leaf_count=1146 19 3 24 7 2 12 internal_value=-0.000336864 0.00225314 -8.05307e-05 -0.00521732 -0.00053529 -0.00376626 internal_weight=60.3588 55.0787 53.8556 44.9118 43.0086 41.8717 internal_count=1213 1194 1191 1167 1160 1158 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=7 num_cat=0 split_feature=9 0 0 6 8 3 split_gain=0.395188 0.480543 2.75056 3.36055 3.31119 3.05329 threshold=7.8464943593056891 0.16056050000000002 0.19793400000000003 81.017549035256224 4.4954850976912946 1.0000000180025095e-35 decision_type=10 10 10 8 10 10 left_child=1 -1 3 -3 5 -4 right_child=-2 2 4 -5 -6 -7 leaf_value=-0.0044261926338607189 -0.034242506159478769 0.41068867225987643 0.079773302014038788 0.033622229499170708 0.035849666137898833 -0.075376124684767634 leaf_weight=43.26048045034986 3.1953055327176108 0.37806690484285588 1.5781186372041718 0.63059856183826934 13.751338331261648 6.4637448526918888 leaf_count=470 341 5 12 47 250 88 internal_value=0.00010448 0.00176578 0.0135134 0.174954 0.00604136 -0.0449299 internal_weight=69.2577 66.0623 22.8019 1.00867 21.7932 8.04186 internal_count=1213 872 402 52 350 100 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 7 split_gain=0.257833 2.16982e-08 4.62919e-09 1.89473e-09 8.07977e-10 6.62756e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 73.905500767373155 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075032722184507419 -0.075150388265883508 -0.075031961798066635 -0.075116458095151356 -0.075033496454305751 -0.075045519148482787 -0.075020697760861232 leaf_weight=0.16216973448172212 0.017447690159315243 0.064573120398563333 0.0070649479457642874 0.076083641208242625 0.13770200783619657 0.086411379015771672 leaf_count=17 20 208 11 218 243 496 internal_value=-0.030908 -0.0750414 -0.0750363 -0.0750347 -0.0750412 -0.0750267 internal_weight=0.551453 0.389283 0.371835 0.36477 0.202275 0.162495 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=7 num_cat=0 split_feature=0 4 0 0 0 4 split_gain=0.377927 1.57153 2.3831 1.16018 1.25127 1.30659 threshold=0.0042115000000000008 156.00000000000003 3.5000000000000004e-05 0.030054500000000001 0.048128000000000004 327.00000000000006 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=0.083946453181712732 0.061042568295164738 -0.072052652591604496 -0.060044295931676428 -0.047839746598134558 0.037023156922632548 -0.0034010982060612887 leaf_weight=2.5082546025514594 3.3020862728590137 3.3376410617493093 2.1216492801904678 4.9688347137998781 10.032113846391438 39.389771858521271 leaf_count=57 138 31 14 59 138 776 internal_value=0.000669998 -0.0197451 0.0179628 0.00348938 -4.7021e-06 0.00480459 internal_weight=65.6604 7.96754 4.6299 57.6928 54.3907 49.4219 internal_count=1213 102 71 1111 973 914 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 20 split_gain=0.441962 2.56638 1.59201 1.01083 2.7044 1.395 threshold=0.69246639775000018 0.62152410415000003 0.18647970780000003 0.62272809245000016 0.37052061300000005 0.67153127420000003 decision_type=10 10 8 10 10 10 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.10658909493874021 -0.024040332487153409 0.085086420113569441 -0.0031441342573912297 0.043712484506158195 -0.10687703121378166 0.078852608642871469 leaf_weight=1.4448879146948455 6.9867535382509223 3.5304562523961058 38.548008240555646 4.7543559148907653 2.4514543712139121 2.1928451135754576 leaf_count=25 19 9 1129 15 10 6 internal_value=-0.000401399 0.00271941 -0.0031681 -5.14741e-05 -0.00486875 0.00126928 internal_weight=59.9088 52.922 49.3916 47.9467 43.1923 40.7409 internal_count=1213 1194 1185 1160 1145 1135 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.452928 1.8097 0.840482 1.49186 1.06884 1.22688 threshold=0.69246639775000018 0.59331907385000016 0.49277379045000008 0.43664927860000008 0.21995678085000001 0.57542903440000004 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=-0.10166326290078143 0.025585733083512859 -0.08846666168755507 0.056172024054585372 -0.096863834049498942 0.056866526959408636 -0.0013121968733097477 leaf_weight=0.99650631443364546 6.2653471380472174 2.362514827400445 2.6180691942572585 1.6035192161798466 3.9034605473279953 50.760526579091675 leaf_count=22 19 12 9 6 12 1133 internal_value=-4.23401e-05 -0.00262198 0.00076483 -0.00176835 0.000971252 0.00284224 internal_weight=68.5099 62.2446 59.8821 57.264 55.6605 54.664 internal_count=1213 1194 1182 1173 1167 1145 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 7 split_gain=0.228074 1.90726e-08 3.75191e-09 1.42517e-09 6.0194e-10 5.38029e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 73.905500767373155 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075028801701169767 -0.075144178441277187 -0.07502967393548976 -0.075108392348723546 -0.075031250745551697 -0.075041876570409241 -0.075019289510576181 leaf_weight=0.14096173550933599 0.01633026052149944 0.05944407032802701 0.0065730901842471203 0.070746179153502453 0.12634433778293896 0.080278223615096067 leaf_count=17 20 208 11 218 243 496 internal_value=-0.0327884 -0.0750386 -0.0750336 -0.0750321 -0.075038 -0.0750249 internal_weight=0.500678 0.359716 0.343386 0.336813 0.185788 0.151024 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=7 num_cat=0 split_feature=20 20 21 6 8 7 split_gain=0.369936 0.515852 0.766892 0.401598 1.27991 0.737254 threshold=0.84371861875000009 0.76592940720000013 0.87646589255000007 123.3400999086484 6.5601959651445796 73.883603989971604 decision_type=10 10 10 10 8 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0041477530025470491 0.050290429402434535 -0.061380397472753437 0.07435547286375202 0.061151126673934159 -0.081647729874388536 0.0070553198020431628 leaf_weight=51.647414984588977 1.4735969379544247 1.3572011962532986 1.3910050019621838 3.9788819970563027 1.2394280661828823 3.8400757927447557 leaf_count=984 10 6 9 65 17 122 internal_value=0.000758075 -0.000392219 0.000940752 -0.000741463 0.0186799 -0.0145887 internal_weight=64.9276 63.454 62.0968 60.7058 9.05839 5.0795 internal_count=1213 1203 1197 1188 204 139 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=7 num_cat=0 split_feature=21 21 21 20 20 7 split_gain=0.401643 1.32118 1.87563 1.37418 1.30882 0.649504 threshold=0.76615868215000016 0.53514027195000013 0.49659266935000007 0.79922031560000006 0.68528119330000015 83.214593831120908 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=0.0028600090231103263 -0.027113568508390626 0.050882876058193721 -0.10705522811535295 0.089704072495336393 -0.081641614043649738 -0.084910849169094346 leaf_weight=42.669843341718661 5.154243290424346 5.0343758538365355 1.6704736649990071 1.6756165474653233 1.9982620254158963 0.86009872891008754 leaf_count=1149 19 15 6 5 6 13 internal_value=-0.000444384 0.00210547 -0.00291892 0.000766309 -0.00250695 0.00112576 internal_weight=59.0629 53.9087 48.8743 47.2038 45.5282 43.5299 internal_count=1213 1194 1179 1173 1168 1162 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=7 num_cat=0 split_feature=8 5 2 5 5 0 split_gain=0.379204 1.43573 1.31325 2.35371 2.20332 1.55532 threshold=5.6744042622234678 247.00000000000003 6.5000000000000009 519.00000000000011 294.50000000000006 0.04603150000000001 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=0.0078388328426485503 0.045571090109822972 -0.037779529720695731 0.040031026714586998 -0.09294160125657841 0.093918012003483681 -0.036514334419282576 leaf_weight=32.472971721843351 2.7514110580086681 8.3029066345625324 8.2712459692265821 2.749674340710043 2.4834485165774813 10.450686968863009 leaf_count=203 20 608 164 37 12 169 internal_value=-9.71648e-05 -0.0170336 0.00322071 -0.00310171 0.00233864 -0.0029599 internal_weight=67.4823 11.0543 56.428 48.1568 45.4071 42.9237 internal_count=1213 628 585 421 384 372 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 10 split_gain=0.211044 1.50687e-08 3.08953e-09 1.13444e-09 4.60024e-10 3.98092e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075026523382280705 -0.075133239857477899 -0.075027590597691637 -0.07510106634060594 -0.075026630414527992 -0.075038661397088549 -0.075015179611237839 leaf_weight=0.13055419502779841 0.015117611983441748 0.055391701753251255 0.0061792805208824566 0.09428145177935221 0.11642281142121647 0.044781196942494716 leaf_count=17 20 208 11 443 243 271 internal_value=-0.0326971 -0.0750357 -0.075031 -0.0750297 -0.0750351 -0.0750229 internal_weight=0.462728 0.332174 0.317056 0.310877 0.171815 0.139063 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=7 num_cat=0 split_feature=0 7 6 4 9 0 split_gain=0.370544 1.52931 2.23943 1.3363 2.19389 2.01865 threshold=4.6811795000000016 73.565496186226582 1.0000000180025095e-35 467.50000000000006 6.0901228115194419 0.18889600000000004 decision_type=10 8 10 10 8 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0016731211669165982 0.014480693965345952 0.021194985591926209 -0.083360025981926433 0.088241839889799889 0.0050873119938975933 -0.084224709365845446 leaf_weight=28.890745080076162 4.2846546471118945 7.6634021741338065 5.1526339787524194 4.4899122139904621 10.815878918452654 3.0220589786767951 leaf_count=304 40 189 75 137 443 25 internal_value=0.000621498 -0.0119909 -0.038939 0.00518922 0.0294805 -0.00646118 internal_weight=64.3193 17.1007 9.43729 47.2186 15.3058 31.9128 internal_count=1213 304 115 909 580 329 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=7 num_cat=0 split_feature=7 7 9 14 7 9 split_gain=0.437136 1.18636 0.606237 1.3626 0.598423 1.56893 threshold=78.999015316736262 83.214593831120908 6.0140020083714285 2.5000000000000004 73.883603989971604 7.9102388992724508 decision_type=10 8 10 10 10 10 left_child=4 2 -2 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0022030815442889251 0.09558211179968755 -0.084023349161746974 -0.078481445434338853 0.076870180916928613 -0.024537918367467621 0.082529563895055558 leaf_weight=41.037561769364402 1.7049902975559224 0.78713391628116358 0.91343088517896842 1.4783945589442737 10.269890192488672 2.3081696680746964 leaf_count=614 5 13 64 68 421 28 internal_value=-0.00022449 0.0284168 0.0500202 0.0175419 -0.00283348 0.00230895 internal_weight=58.4996 4.88395 4.09682 2.39183 53.6156 43.3457 internal_count=1213 150 137 132 1063 642 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 3 split_gain=0.34492 2.6748 2.31617 2.13057 3.20767 1.53621 threshold=0.04603150000000001 0.10875250000000002 0.037647000000000007 164.50000000000003 219.50000000000003 2.5000000000000004 decision_type=8 8 10 8 8 10 left_child=2 -2 5 -3 -5 -1 right_child=1 3 -4 4 -6 -7 leaf_value=0.013483430444850175 -0.071808798827684539 0.1147839675837533 0.12528837318719108 -0.10822051743278355 0.0060539091590719671 -0.087006036676942386 leaf_weight=10.471362389624117 5.2211359279463059 1.6630701981484879 1.6441380973556068 2.604269675910472 43.249860260315472 1.7798621612455452 leaf_count=113 118 20 22 42 742 156 internal_value=-0.000175765 -0.00386881 0.0138408 0.00359636 -0.000436268 -0.00111571 internal_weight=66.6337 52.7383 13.8954 47.5172 45.8541 12.2512 internal_count=1213 922 291 804 784 269 is_linear=0 shrinkage=0.1 Tree=312 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 7 split_gain=0.194692 1.17216e-08 2.46473e-09 9.60511e-10 3.6035e-10 2.93742e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 73.905500767373155 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075024604093795064 -0.075122484108786761 -0.075025567023593365 -0.075093537270077559 -0.075025980850292717 -0.075035744831728535 -0.075016344073570149 leaf_weight=0.12056112894788384 0.013919964287197217 0.051477302811690606 0.0057225979981012634 0.058666726508818101 0.10729153026841232 0.068634644165285863 leaf_count=17 20 208 11 218 243 496 internal_value=-0.0325928 -0.0750328 -0.0750286 -0.0750273 -0.0750324 -0.0750208 internal_weight=0.426274 0.305713 0.291793 0.28607 0.158769 0.127301 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=7 num_cat=0 split_feature=20 20 0 0 0 0 split_gain=0.367655 0.418614 0.371898 0.553944 1.16191 1.5889 threshold=0.18647970780000003 0.34051073370000001 40.875559000000003 26.129646000000005 8.0202915000000008 7.4208810000000005 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=0.043193315503407742 -0.03839403914262092 0.0018810667850687566 -0.034587407217866802 0.035837608173305543 -0.046652989438603659 0.13000946329584931 leaf_weight=1.95223920897115 2.8381819128990173 45.167625538422726 2.8063464523293069 4.631131835281848 4.8863545490894458 0.98903773748315771 leaf_count=29 15 956 36 79 82 16 internal_value=0.000471676 -0.000888478 0.000931746 0.00272215 -0.000282418 0.00462658 internal_weight=63.2709 61.3187 58.4805 55.6741 51.043 46.1567 internal_count=1213 1184 1169 1133 1054 972 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.397181 0.797776 0.784336 1.08881 0.860343 1.42494 threshold=60.179110500000007 56582.000000000007 54.500000000000007 14.500000000000002 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=0.0060876816194943379 0.054392281009084491 -0.086019030325437729 0.076099298524573394 -0.05625700271339084 0.042850292650880986 -0.040787735165413445 leaf_weight=38.031205700011924 1.3160526948049653 1.0870457848068316 1.3386551172006864 3.3895895002642638 4.7390806224429971 7.8180649376590727 leaf_count=408 14 33 44 111 159 444 internal_value=8.61189e-05 -0.00118099 0.000486188 -0.00138902 0.00228732 -0.00190536 internal_weight=57.7197 56.4036 55.3166 53.9779 50.5884 45.8493 internal_count=1213 1199 1166 1122 1011 852 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=7 num_cat=0 split_feature=10 5 4 0 0 3 split_gain=0.354471 0.664938 0.596404 0.42575 2.04464 1.85253 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 0.16056050000000002 0.24661950000000002 2.5000000000000004 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=0.0020602111247923281 0.051830905483624845 -0.080115851650197314 0.016605599119365867 0.11022697132815962 0.0023571105529791078 -0.068700507902622915 leaf_weight=37.361574934795499 1.2781061831628893 1.9357932244165561 0.95057890657335509 1.9450297954026634 18.194399926695041 4.1064755841798606 leaf_count=293 122 171 47 63 282 235 internal_value=-0.000318079 -0.00135154 -0.0482622 0.000846273 0.012775 -0.00494704 internal_weight=65.772 64.4939 2.88637 61.6075 20.1394 41.4681 internal_count=1213 1091 218 873 345 528 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=7 num_cat=0 split_feature=19 0 0 14 2 5 split_gain=0.182811 4.599e-09 5.14026e-09 2.11767e-09 7.45232e-10 3.1473e-10 threshold=1.0000000180025095e-35 0.00025450000000000006 3.5000000000000004e-05 4.5000000000000009 6.5000000000000009 108.50000000000001 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=0.075023444802381184 -0.075026809796486016 -0.075022147149493665 -0.075116593053018058 -0.075089344272963182 -0.075019378993120264 -0.075033171360221987 leaf_weight=0.11403137026354671 0.012937380466610193 0.035012209176784381 0.012574465072248131 0.0052591321582440278 0.1166656455852717 0.099467033080145484 leaf_count=17 62 159 7 11 714 243 internal_value=-0.0318156 -0.0750306 -0.0750711 -0.0750265 -0.0750252 -0.0750303 internal_weight=0.395947 0.281916 0.0255118 0.256404 0.251145 0.134479 internal_count=1213 1196 69 1127 1116 402 is_linear=0 shrinkage=0.1 Tree=317 num_leaves=7 num_cat=0 split_feature=15 16 9 6 4 4 split_gain=0.386377 0.732742 0.5697 0.979997 0.923811 1.22374 threshold=4.5000000000000009 2.0000000000000004 6.1021579087979108 83.77714566791245 999.50000000000011 1075.0000000000002 decision_type=10 10 10 10 8 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0030174939509951568 -0.057011119307502113 0.068545695836884427 0.06918722542712305 -0.037844641416989427 -0.08490733574054049 0.018013225759055843 leaf_weight=37.708361642668024 2.5276521157938983 0.56953522749245156 2.9660360310226652 6.9511943310499182 1.2962626367807377 10.622065345174633 leaf_count=496 100 90 63 65 6 393 internal_value=0.000513105 -0.0339227 0.00230429 -0.00334264 0.0192475 0.00681937 internal_weight=62.6411 3.09719 59.5439 44.6596 14.8844 11.9183 internal_count=1213 190 1023 561 462 399 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=7 num_cat=0 split_feature=2 4 4 3 4 4 split_gain=0.392363 1.23638 0.987608 1.80979 2.4068 0.899125 threshold=12.500000000000002 6106.0000000000009 2306.5000000000005 6.5000000000000009 343.00000000000006 7395.0000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -3 right_child=-2 5 -4 -5 -6 -7 leaf_value=0.0030528965850131779 -0.021373903535507728 0.11070255324777388 -0.07285728785952704 0.052198311878672222 -0.07450958561208422 0.004727582022729414 leaf_weight=33.702198098180816 7.5053491465223479 1.7763962149620049 1.837533454876392 6.1729917526827185 4.5395820615813127 1.4574455679394303 leaf_count=348 361 7 110 154 186 47 internal_value=-6.82177e-05 0.00316312 -0.0010164 0.00195581 -0.00615434 0.0629412 internal_weight=56.9915 49.4861 46.2523 44.4148 38.2418 3.23384 internal_count=1213 852 798 688 534 54 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=7 num_cat=0 split_feature=0 0 0 4 5 4 split_gain=0.350438 2.30097 1.86891 1.51044 2.87003 1.472 threshold=0.04603150000000001 0.10875250000000002 0.030054500000000001 163.00000000000003 161.00000000000003 164.50000000000003 decision_type=8 8 10 10 10 8 left_child=2 -2 3 -1 -5 -3 right_child=1 5 -4 4 -6 -7 leaf_value=-0.042927219389832738 -0.069389083950615313 0.091525776205605869 0.080475886536287997 0.081325086798052421 -0.08565107388689909 -0.00074578580891104861 leaf_weight=5.4596999175846559 4.8752550217177477 1.7983602248132218 3.2295615061011622 3.5642772167921066 1.4473995646694673 44.770303601457272 leaf_count=81 118 20 51 12 147 784 internal_value=-0.000240331 -0.0040254 0.0139717 -0.00653934 0.0331015 0.0028175 internal_weight=65.1449 51.4439 13.7009 10.4714 5.01168 46.5687 internal_count=1213 922 291 240 159 804 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=7 num_cat=0 split_feature=19 0 0 14 2 5 split_gain=0.169903 4.0155e-09 4.4864e-09 2.05011e-09 5.99513e-10 2.42027e-10 threshold=1.0000000180025095e-35 0.00025450000000000006 3.5000000000000004e-05 4.5000000000000009 6.5000000000000009 108.50000000000001 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=0.075022274092949925 -0.075023929913360751 -0.075020501004799164 -0.075111226405915776 -0.075087768909350636 -0.07501773726953874 -0.075030567887998612 leaf_weight=0.10632405197247863 0.011694760767568368 0.032305602697306313 0.01185488238115795 0.0050244108424521974 0.10749638293873431 0.091593476787238615 leaf_count=17 62 159 7 11 714 243 internal_value=-0.0314733 -0.0750285 -0.0750679 -0.0750246 -0.0750232 -0.0750279 internal_weight=0.366294 0.25997 0.0235496 0.23642 0.231395 0.123899 internal_count=1213 1196 69 1127 1116 402 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=7 num_cat=0 split_feature=20 20 21 0 4 4 split_gain=0.365573 0.46949 0.631107 0.378801 1.18743 1.66927 threshold=0.84371861875000009 0.76592940720000013 0.87646589255000007 4.6811795000000016 467.50000000000006 936.00000000000011 decision_type=10 10 10 8 10 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.01049167441435 0.04965504006951138 -0.059950994854633954 0.066001106501312828 -0.010476089466936423 0.090533548009152143 0.0090625333075090228 leaf_weight=18.884942486649379 1.4766498208045948 1.3085981234908093 1.439788483083247 24.423600205220282 3.2645455817691955 10.951803603908047 leaf_count=253 10 6 9 355 79 501 internal_value=0.000497207 -0.000707123 0.000607671 -0.00102906 0.00594138 0.027771 internal_weight=61.7499 60.2733 58.9647 57.5249 33.1013 14.2163 internal_count=1213 1203 1197 1188 833 580 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=7 num_cat=0 split_feature=10 10 6 5 2 2 split_gain=0.346434 1.0597 0.495157 1.27579 0.395754 0.830409 threshold=30.500000000000004 35.000000000000007 125.25498420013805 26643.000000000004 12.500000000000002 20.500000000000004 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=0.0031980234017081619 0.06374224872568221 -0.075564776153987365 -0.078893574800491528 0.071649719809984816 -0.070928782778887187 0.017022027751369607 leaf_weight=45.694520730292425 2.4229572202311824 0.7049243644287343 2.2555493013933297 0.75015081046149124 2.2271965064574024 2.0724748418433592 leaf_count=718 67 141 69 20 151 47 internal_value=7.38621e-06 0.0323469 -0.00190119 -0.0413216 0.000468805 -0.0285358 internal_weight=56.1278 3.12788 52.9999 3.0057 49.9942 4.29967 internal_count=1213 208 1005 89 916 198 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=7 num_cat=0 split_feature=20 20 20 21 21 19 split_gain=0.322615 0.683673 1.64714 0.918871 1.65655 0.81926 threshold=0.20344614855000001 0.31576698785000007 0.48973562925000008 0.30524891520000003 0.51535634140000008 0.16732172635000001 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=-0.032604996749692521 0.047255774110625745 -0.086706698702404911 -0.050029982305640812 0.066640797835116741 0.08546691142694203 -0.0017970848120066848 leaf_weight=2.9502872968005249 3.068425215780735 2.1676879599690437 3.1853038240224123 4.0609898455440998 1.1006569564342497 47.732232522335835 leaf_count=32 9 9 12 12 3 1136 internal_value=-0.000304807 0.00124937 -0.00117423 0.00213195 0.00527317 0.000169781 internal_weight=64.2656 61.3153 58.2469 56.0792 52.8939 48.8329 internal_count=1213 1181 1172 1163 1151 1139 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 10 split_gain=0.160071 6.5606e-09 1.64197e-09 4.74002e-10 1.8544e-10 1.57247e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075021402785215532 -0.075100597116415119 -0.075020144973050276 -0.075081701271196954 -0.075019149282565797 -0.075028360628944815 -0.075010567471847783 leaf_weight=0.10108756646513939 0.011390279418264981 0.04069789491040865 0.0046417349221883333 0.067028568575551617 0.084552894808439305 0.031331792947639769 leaf_count=17 20 208 11 443 243 271 internal_value=-0.0305105 -0.0750265 -0.0750228 -0.0750216 -0.0750257 -0.0750164 internal_weight=0.340731 0.239643 0.228253 0.223611 0.125251 0.0983604 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=7 num_cat=0 split_feature=21 21 20 19 21 0 split_gain=0.356806 0.630124 0.52964 0.86663 1.58008 0.803654 threshold=0.17101914640000002 0.30524891520000003 0.55274229250000018 0.29974229910000011 0.76615868215000016 47.407128000000007 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=0.04116552071398584 -0.053495425612043672 -0.068675390120129548 0.038375763568464255 0.0013564205817793843 0.12233546959291848 -0.055387514999981097 leaf_weight=2.0735335695790127 2.2044779360294342 1.8535308837890623 3.5535503514111033 47.83887943107402 1.0500310286879528 2.6333062583580604 leaf_count=29 12 8 25 1103 9 27 internal_value=0.000392114 -0.00103761 0.000993718 -0.00149503 0.000921804 -0.0016041 internal_weight=61.2073 59.1338 56.9293 53.3757 51.5222 50.4722 internal_count=1213 1184 1172 1147 1139 1130 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=7 num_cat=0 split_feature=21 19 21 19 19 21 split_gain=0.342264 0.787604 1.32048 1.39307 1.03232 1.45549 threshold=0.11311668870000001 0.8365947652000002 0.30524891520000003 0.76380902595000011 0.62152410415000003 0.62272809245000016 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.05538694605136768 0.049710206905723475 -0.05232664605046336 -0.065019972811025534 -0.11255931305806542 0.051031235288118516 0.0021885360778287886 leaf_weight=1.0915307706454767 5.6051464751362801 2.619492679834365 3.523251861333847 1.1061613559722889 3.7825947031378737 37.719372840190772 leaf_count=23 16 8 13 2 10 1141 internal_value=5.5861e-05 0.00116922 0.00387779 -0.00169104 0.00103273 -0.00355291 internal_weight=55.4476 54.356 51.7365 46.1314 45.0252 41.2426 internal_count=1213 1190 1182 1166 1164 1154 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.304882 1.5941 0.733532 1.37166 0.892893 0.847832 threshold=0.69246639775000018 0.59331907385000016 0.49277379045000008 0.43664927860000008 0.21995678085000001 0.57542903440000004 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=-0.098823251679032664 0.020817293776245992 -0.087235601987940614 0.053750812338131553 -0.095429423603239985 0.04920705897782604 -0.00086357477501926088 leaf_weight=0.88053081390535226 6.1944609731435767 2.1392121706157914 2.4927788712084284 1.5184103623032559 3.644845187664032 46.853214721631957 leaf_count=22 19 12 9 6 12 1133 internal_value=-0.000262097 -0.00253183 0.000739519 -0.00175865 0.00100964 0.00275042 internal_weight=63.7235 57.529 55.3898 52.897 51.3786 50.4981 internal_count=1213 1194 1182 1173 1167 1145 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=7 num_cat=0 split_feature=19 0 0 14 2 5 split_gain=0.147326 2.6139e-09 2.90385e-09 1.31061e-09 3.73962e-10 1.46721e-10 threshold=1.0000000180025095e-35 0.00025450000000000006 3.5000000000000004e-05 4.5000000000000009 6.5000000000000009 108.50000000000001 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=0.075019764931012367 -0.075020718553355306 -0.075017728641961393 -0.075096212708467044 -0.07507569292591619 -0.07501521114729931 -0.075026176948084111 leaf_weight=0.092841616831719875 0.010132750576303806 0.027921173983486369 0.010248057747958228 0.004303107416490092 0.091172621578152757 0.077937242193002021 leaf_count=17 62 159 7 11 714 243 internal_value=-0.0307389 -0.0750246 -0.0750587 -0.0750211 -0.0750199 -0.0750239 internal_weight=0.314557 0.221715 0.0203808 0.201334 0.197031 0.105858 internal_count=1213 1196 69 1127 1116 402 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=7 num_cat=0 split_feature=13 7 0 0 0 0 split_gain=0.350585 0.352118 1.53905 1.00365 0.930439 1.41131 threshold=49199.500000000007 74.755693581310894 0.16600400000000001 0.058236500000000004 0.55581550000000013 0.048128000000000004 decision_type=10 10 10 10 10 10 left_child=1 4 3 -3 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0052212993353861099 -0.050156434109981954 0.024108020058523024 0.049691888023832301 -0.069241080270818475 -0.024508235873754603 0.040612379287912774 leaf_weight=26.286880037165247 1.3356586289592076 2.1433122804155555 6.3712153060478158 2.4896048060618341 13.338615668122655 9.0246622874401492 leaf_count=288 78 74 297 36 224 216 internal_value=0.000512369 0.00164684 0.0178011 -0.0260553 -0.00200708 0.00649253 internal_weight=60.9899 59.6543 11.0041 4.63292 48.6502 35.3115 internal_count=1213 1135 407 110 728 504 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=7 num_cat=0 split_feature=5 5 5 0 5 4 split_gain=0.395254 0.833122 0.453385 1.3452 1.19026 1.1788 threshold=59.000000000000007 63.000000000000007 108.50000000000001 0.00084900000000000004 126.00000000000001 316.00000000000006 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.076416986409871518 0.10085877394145991 0.028918411262238139 0.074237210753305541 -0.082273488706506442 -0.084070314331740018 0.0018678107762972506 leaf_weight=0.66786823282018204 0.82255586981773277 2.0067975819110861 2.1912243738770476 2.3764920826070011 1.654601702466606 45.162951376929414 leaf_count=115 2 11 12 100 43 930 internal_value=4.3e-05 0.000984908 -0.000553744 -0.0313666 0.00220212 -0.00116937 internal_weight=54.8825 54.2146 53.3921 4.38329 49.0088 46.8176 internal_count=1213 1098 1096 111 985 973 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 19 split_gain=0.799406 0.432652 2.14452 1.35623 1.15372 0.690318 threshold=0.87060952110000012 0.68528119330000015 0.88018356465000014 0.76380902595000011 0.59331907385000016 0.49277379045000008 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0015941302131818294 -0.08906774431949363 0.03037535389705814 -0.13807985050827468 0.080312144610756114 -0.085160915909890583 0.053481150265225812 leaf_weight=50.287102646507265 1.0002250596880902 4.6537015363574019 1.1242736056447018 2.0970198363065711 1.6052541416138399 2.3836855366826049 leaf_count=1163 7 15 4 6 10 8 internal_value=-0.000379093 0.00104821 -0.00132546 0.0014019 -0.00164689 0.000898374 internal_weight=63.1513 62.151 57.4973 56.3731 54.276 52.6708 internal_count=1213 1206 1191 1187 1181 1171 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 10 split_gain=0.136743 4.28449e-09 8.90191e-10 2.97603e-10 1.21188e-10 9.95851e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075018448776354399 -0.075087086578077236 -0.075017199522857902 -0.075066738966954843 -0.075016454397265744 -0.075024391581655595 -0.075009067684436062 leaf_weight=0.086370122618973255 0.009859890618827194 0.034701463926467113 0.0039123486349126315 0.057327286981490033 0.07212491631435114 0.026775821925184573 leaf_count=17 20 208 11 443 243 271 internal_value=-0.0305009 -0.0750228 -0.0750195 -0.0750186 -0.0750221 -0.0750141 internal_weight=0.291072 0.204702 0.194842 0.190929 0.106826 0.0841031 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=7 num_cat=0 split_feature=15 16 10 16 6 9 split_gain=0.33162 0.64655 0.475077 1.14471 0.394669 0.939733 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 123.39221534797306 7.6455075924368971 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=4.1940412282911697e-05 -0.055459619571352217 0.068785960615678279 -0.061975053615662107 0.070022535971536182 0.024464267326532924 -0.072889391853693752 leaf_weight=45.840521124773659 2.3199259371031071 0.51110604673158366 1.1365701495669771 2.4606620804406694 5.9901026841253033 1.8375772014260281 leaf_count=661 100 90 52 195 100 15 internal_value=0.000380782 -0.0330287 0.00203245 0.00332855 0.000270666 -0.00276893 internal_weight=60.0965 2.83103 57.2654 56.1289 53.6682 47.6781 internal_count=1213 190 1023 971 776 676 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=7 num_cat=0 split_feature=20 20 20 20 19 21 split_gain=0.350945 0.46861 0.565423 1.36632 1.545 1.22534 threshold=0.15581312665000005 0.20344614855000001 0.31576698785000007 0.45636420520000004 0.20868862815000003 0.30524891520000003 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=-0.042899744848195275 0.05474623897786221 -0.04238802800842989 0.081605292238767488 -0.11486400931899517 0.053369880270537233 -0.003538983503670266 leaf_weight=1.8436210741056127 1.6017703115940092 2.9881125912070274 2.0854985564947128 1.1646417081356046 4.1764204427599907 40.217898703995161 leaf_count=26 6 9 6 7 11 1148 internal_value=-2.0032e-05 0.00149342 -0.000191247 0.0024552 -0.00116796 0.00181475 internal_weight=54.078 52.2343 50.6326 47.6445 45.559 44.3943 internal_count=1213 1187 1181 1172 1166 1159 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=7 num_cat=0 split_feature=4 4 4 0 8 4 split_gain=0.335417 2.49586 2.22635 1.48324 0.973813 0.94171 threshold=219.50000000000003 176.00000000000003 267.00000000000006 0.10875250000000002 6.0124073458263707 775.00000000000011 decision_type=10 10 10 10 10 10 left_child=1 -1 -2 4 -4 -6 right_child=2 -3 3 -5 5 -7 leaf_value=0.0002826331262977681 0.11457784484452027 -0.10884749294759979 -0.083906041368931289 0.012189550778234528 0.084479221615763822 -0.062595911800852222 leaf_weight=33.216043218970299 1.8334628641605402 2.2368419952690592 3.0360595273959943 20.394563020396163 0.85847205668687798 0.88328190614993218 leaf_count=284 5 30 125 664 5 100 internal_value=-0.000206895 -0.00660275 0.0081895 0.000440564 -0.0497111 0.00989417 internal_weight=62.4587 35.4529 27.0058 25.1724 4.77781 1.74175 internal_count=1213 314 899 894 230 105 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 5 split_gain=0.126879 3.41441e-09 8.4709e-10 2.37527e-10 1.00299e-10 6.1198e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 231.00000000000003 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=0.075017427288731967 -0.075080781256042298 -0.075015793048665236 -0.075065416375471386 -0.075013006036148244 -0.075027851785321883 -0.075020861918610154 leaf_weight=0.080347419017925858 0.0091477464229683392 0.031862104791798629 0.003713379817781969 0.077370221617456991 0.01671319768865942 0.049991659900115337 leaf_count=17 20 208 11 714 65 178 internal_value=-0.0302305 -0.0750212 -0.0750182 -0.0750172 -0.0750204 -0.0750226 internal_weight=0.269146 0.188798 0.179651 0.175937 0.098567 0.0667049 internal_count=1213 1196 1176 1165 451 243 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=7 num_cat=0 split_feature=21 21 20 19 21 21 split_gain=0.339864 0.489313 0.469464 0.752147 1.33837 0.718533 threshold=0.17101914640000002 0.30524891520000003 0.55274229250000018 0.29974229910000011 0.76615868215000016 0.5633073943500001 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=0.039998847392885568 -0.049621113921802379 -0.066434508277574078 0.0354608650066063 -0.081867714649179357 0.1100030264428352 -0.0001854299093234441 leaf_weight=2.0788218122906983 2.0105707217007875 1.7416526935994623 3.6107952743768683 1.1018019020557401 1.0901465117931355 47.722907485498581 leaf_count=29 12 8 25 6 9 1124 internal_value=0.000279462 -0.0011621 0.000600794 -0.00183593 0.000418075 -0.00202871 internal_weight=59.3567 57.2779 55.2673 51.6565 49.9149 48.8247 internal_count=1213 1184 1172 1147 1139 1130 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=7 num_cat=0 split_feature=5 5 4 4 4 3 split_gain=0.363507 0.741716 0.378573 1.15546 1.02542 1.32568 threshold=59.000000000000007 63.000000000000007 126.00000000000001 168.50000000000003 192.00000000000003 2.5000000000000004 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=-0.076321054410136605 0.098521984342886226 0.031638887821339924 -0.082542397432856213 0.11225804635438763 -0.083990531742580588 0.001813657598766491 leaf_weight=0.61506389360874791 0.7685772180557241 3.4366480484604827 1.7475801818072785 0.80364690721034904 1.8770608950871963 44.211694578116294 leaf_count=115 2 29 84 16 46 921 internal_value=0.000112365 0.00100197 -0.000437286 -0.00270362 0.0002718 -0.0016809 internal_weight=53.4603 52.8452 52.0766 48.64 46.8924 46.0888 internal_count=1213 1098 1096 1067 983 967 is_linear=0 shrinkage=0.1 Tree=339 num_leaves=7 num_cat=0 split_feature=5 6 4 2 4 0 split_gain=0.319246 0.563335 0.508541 1.9132 1.827 1.63813 threshold=4795.5000000000009 83.983371416288037 219.50000000000003 1.5000000000000002 267.00000000000006 0.10875250000000002 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0028004319955325105 0.058335854329144857 -0.050567266412310942 0.11123221959214419 -0.066978975272628111 -0.048880304223552939 0.019066082094558168 leaf_weight=30.687730774283409 0.57951929792761747 2.6334262299787952 1.74818751215935 4.5061888005584469 4.4799258597195175 17.062037305353442 leaf_count=240 9 242 5 74 220 423 internal_value=-0.000234348 -0.0309244 0.00145167 -0.00613404 0.0129145 0.00493576 internal_weight=61.697 3.21295 58.4841 35.1939 23.2902 21.542 internal_count=1213 251 962 314 648 643 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=7 num_cat=0 split_feature=19 4 10 13 6 2 split_gain=0.11921 2.73933e-09 2.15911e-10 1.83357e-10 7.46837e-10 1.02064e-10 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 49199.500000000007 111.34391062216223 5.5000000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075016544815788316 -0.075075034693453446 -0.075077735557200667 -0.075007795531451038 -0.075019117841554323 -0.075018845905630946 -0.075013216168424865 leaf_weight=0.076030711643397808 0.0084962970067863353 0.0025709924038892487 0.02286828456863077 0.08156082881760085 0.013262210914035677 0.045735766147117829 leaf_count=17 20 20 271 417 94 374 internal_value=-0.0294859 -0.0750197 -0.0750168 -0.0750183 -0.0750284 -0.075017 internal_weight=0.250525 0.174494 0.165998 0.14313 0.0158332 0.127297 internal_count=1213 1196 1176 905 114 791 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 19 split_gain=0.320362 0.431705 0.54044 0.62761 0.649349 0.493034 threshold=0.84371861875000009 0.76592940720000013 0.87646589255000007 0.78946906100000003 0.32872809605000003 0.67010311760000008 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=0.06868072267989804 0.04601488196173175 -0.059017636863030125 0.060820055848604206 -0.082204151370358913 -0.038053982851949476 0.00097730388513925844 leaf_weight=1.348336210940033 1.4893609732389439 1.252888835966586 1.4393067136406887 0.94136211276054282 3.4654130674898624 48.954229479364585 leaf_count=28 10 6 9 5 20 1135 internal_value=0.000226184 -0.000961866 0.000333578 -0.00125772 0.000159483 -0.00160302 internal_weight=58.8909 57.4015 56.1486 54.7093 53.768 52.4196 internal_count=1213 1203 1197 1188 1183 1155 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=7 num_cat=0 split_feature=0 4 3 3 0 9 split_gain=0.325233 0.676294 0.678464 0.842372 0.696697 0.886516 threshold=60.179110500000007 56582.000000000007 54.500000000000007 14.500000000000002 20.176897000000004 5.8354399440149409 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=-0.032592924802604055 0.051947548590340432 -0.084506264326803443 0.076256603433769721 -0.052753929953342972 0.0362352667404277 0.0047748214039049636 leaf_weight=7.8289971257327116 1.1860776124522079 0.95231215399689872 1.1568228632677335 2.9807136179879299 5.2942339275032273 33.580254215950845 leaf_count=339 14 33 44 111 58 614 internal_value=0.000172072 -0.0010136 0.000550319 -0.00121239 0.0020771 -0.00229007 internal_weight=52.9794 51.7933 50.841 49.6842 46.7035 41.4093 internal_count=1213 1199 1166 1122 1011 953 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 4 split_gain=0.28638 1.75135 1.43217 1.29585 2.36823 1.11307 threshold=0.04603150000000001 0.10875250000000002 0.037647000000000007 164.50000000000003 219.50000000000003 149.00000000000003 decision_type=8 8 10 8 8 10 left_child=2 -2 5 -3 -5 -1 right_child=1 3 -4 4 -6 -7 leaf_value=-0.036257407250336444 -0.065442056916291166 0.084569408282796799 0.096239675859023488 -0.10009245970347001 0.0042350879924054584 0.027642628649976481 leaf_weight=4.8542168661952001 4.2047822457025168 1.8266772069036949 1.7811857846681949 2.3015385456383219 39.838254384609172 6.2174924662685953 leaf_count=77 118 20 22 42 742 192 internal_value=-0.000246615 -0.00378518 0.0130155 0.00211145 -0.00146294 -0.000373337 internal_weight=61.0241 48.1713 12.8529 43.9665 42.1398 11.0717 internal_count=1213 922 291 804 784 269 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 10 split_gain=0.11372 2.3689e-09 5.68002e-10 1.47475e-10 6.53024e-11 4.58177e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075016224259716754 -0.075071286157025255 -0.075013438104651206 -0.075057375188252839 -0.075012973796990831 -0.075019393320392536 -0.075007331363338217 leaf_weight=0.073550215223804116 0.0080355770987807773 0.027190701868676115 0.0031849060469539827 0.044640570521551126 0.057041980948270066 0.021238106643522769 leaf_count=17 20 208 11 443 243 271 internal_value=-0.028037 -0.0750184 -0.0750156 -0.0750147 -0.0750175 -0.0750112 internal_weight=0.234882 0.161332 0.153296 0.150111 0.0842327 0.0658787 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=7 num_cat=0 split_feature=21 21 19 21 3 3 split_gain=0.315205 0.425247 0.354006 0.842454 1.34473 0.416053 threshold=0.17101914640000002 0.30524891520000003 0.62152410415000003 0.37052061300000005 149.00000000000003 63.500000000000007 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=0.038117359326616015 -0.047547140190585632 0.025208703202308898 -0.00033248150023716916 -0.057153075630391861 0.11167890649876389 -0.063573668637356473 leaf_weight=2.0984580587828532 1.9248413778841493 5.1563188433647156 44.396315381396562 2.6520868204534045 1.0685277432203282 1.0652364792767901 leaf_count=29 12 34 1052 15 17 54 internal_value=6.38472e-05 -0.00135544 0.000280819 -0.00233265 0.000791962 -0.00181432 internal_weight=58.3618 56.2633 54.3385 49.1822 46.5301 45.4616 internal_count=1213 1184 1172 1138 1123 1106 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 2 split_gain=0.326614 0.537314 1.25699 0.784909 1.16943 0.863167 threshold=59.000000000000007 0.0042115000000000008 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=-0.076223854045666659 0.035314675333815645 -0.082295831165281663 0.06005770198489549 -0.079449896383077978 0.043706487332336966 -0.0030710908498576953 leaf_weight=0.55243802315089752 4.2117738272063425 1.870649761520325 2.1683271490037432 1.8471730323508371 4.408837392460554 37.475027484324528 leaf_count=115 35 97 12 102 60 792 internal_value=0.000261818 0.00107467 -0.00194419 0.00133058 -0.00158131 0.00185288 internal_weight=52.5342 51.9818 47.77 45.8994 43.731 41.8839 internal_count=1213 1098 1063 966 954 852 is_linear=0 shrinkage=0.1 Tree=347 num_leaves=7 num_cat=0 split_feature=5 15 9 4 2 4 split_gain=0.287018 0.497112 0.465278 0.39869 1.56648 1.50204 threshold=4795.5000000000009 6.5000000000000009 6.0303165925932634 219.50000000000003 1.5000000000000002 267.00000000000006 decision_type=10 10 10 10 10 10 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0024972835585764237 0.04785297939137674 0.043208921335807837 -0.072024244320931102 0.10525302060355519 -0.062856266091976573 0.0046420727214007687 leaf_weight=30.5972804967314 0.38784905523061741 0.7112814487190916 1.9597358448882003 1.5953438878059412 4.1671421378850928 21.233174269334995 leaf_count=240 6 46 199 5 74 643 internal_value=-0.000179636 -0.0300291 -0.0522191 0.00140572 -0.00533652 0.0116731 internal_weight=60.6518 3.05887 2.34758 57.5929 34.7644 22.8285 internal_count=1213 251 205 962 314 648 is_linear=0 shrinkage=0.1 Tree=348 num_leaves=7 num_cat=0 split_feature=20 4 14 2 5 10 split_gain=0.107311 1.9009e-09 4.7111e-10 1.15356e-10 5.14551e-11 3.72775e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075015421124855139 -0.075066213575160953 -0.075012415849408473 -0.075053834113798346 -0.075012030928443205 -0.07501792329569186 -0.075006731980822389 leaf_weight=0.070127566112205386 0.0074635607961681663 0.025060567550099222 0.0029707439389312631 0.041325745810809167 0.052507125372358132 0.019559578918233456 leaf_count=17 20 208 11 443 243 271 internal_value=-0.0269773 -0.075017 -0.0750144 -0.0750136 -0.0750161 -0.0750103 internal_weight=0.219015 0.148887 0.141424 0.138453 0.0775677 0.0608853 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=349 num_leaves=7 num_cat=0 split_feature=20 20 20 20 0 4 split_gain=0.354653 0.319909 0.372348 0.590564 0.398504 1.22808 threshold=0.18647970780000003 0.84371861875000009 0.76592940720000013 0.67153127420000003 4.6811795000000016 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=0.043127773802191363 -0.012881749669731156 0.044112114632532728 -0.057651227231657665 0.071298426793367717 -0.013515406710525757 0.027491512244010582 leaf_weight=1.8413086892687713 17.743731068447236 1.4981290996074665 1.2070512548089016 1.0919674448668946 21.334760194178671 13.094218484824522 leaf_count=29 246 10 6 9 343 570 internal_value=-5.48965e-05 -0.00147553 -0.00272932 -0.00148471 -0.00300806 0.00426129 internal_weight=57.8112 55.9699 54.4717 53.2647 52.1727 30.8379 internal_count=1213 1184 1174 1168 1159 816 is_linear=0 shrinkage=0.1 Tree=350 num_leaves=7 num_cat=0 split_feature=10 10 6 5 5 2 split_gain=0.329263 0.945967 0.443244 1.02736 0.354159 0.941649 threshold=30.500000000000004 35.000000000000007 125.25498420013805 26041.500000000004 7237.0000000000009 8.5000000000000018 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=0.0030767092056919413 0.063671703106299285 -0.075515544730087578 -0.077428084662585536 0.070265727456321744 0.032170321474961017 -0.046638772364844788 leaf_weight=38.929241496836767 2.2366632926277812 0.62465918296948064 1.9607269430998706 0.61987078189849842 3.3063608779339111 4.2231324577587648 leaf_count=536 67 141 69 20 58 322 internal_value=0.000311363 0.0332855 -0.0016126 -0.0419514 0.000628061 -0.00178873 internal_weight=51.9007 2.86132 49.0393 2.5806 46.4587 43.1524 internal_count=1213 208 1005 89 916 858 is_linear=0 shrinkage=0.1 Tree=351 num_leaves=7 num_cat=0 split_feature=4 4 9 8 0 3 split_gain=0.301053 1.74059 1.03726 1.37972 0.940425 1.53558 threshold=1149.0000000000002 999.50000000000011 6.3944237114723839 5.2927476730057128 0.04603150000000001 1.0000000180025095e-35 decision_type=8 8 8 8 10 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.016535501828557325 -0.0074564243992554131 0.083475050943047954 -0.060839770131644967 0.06298625352523067 0.078699067225964758 -0.03797768310024819 leaf_weight=11.272837811789953 28.98256417074299 2.6975513696670523 2.5953097584388152 3.5925062075257292 1.275103159248826 9.7763148825615644 leaf_count=134 771 21 68 34 12 173 internal_value=-0.000117589 0.00669756 -0.000566422 0.00546936 -0.00378648 -0.0245156 internal_weight=60.1922 31.2096 28.5121 25.9168 22.3243 11.0514 internal_count=1213 442 421 353 319 185 is_linear=0 shrinkage=0.1 Tree=352 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 5 split_gain=0.101871 1.48877e-09 3.52731e-10 9.33596e-11 4.32371e-11 3.40307e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 231.00000000000003 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=0.075014998921815429 -0.075061038359950802 -0.075011428254579779 -0.07504903062129846 -0.075009532404073112 -0.07502120603496229 -0.075015143084062583 leaf_weight=0.06769727123901248 0.0069056820066180072 0.022984403931332054 0.0027180840552318833 0.055215522203525325 0.012429391601472162 0.036279646155890077 leaf_count=17 20 208 11 714 65 178 internal_value=-0.0252842 -0.0750158 -0.0750134 -0.0750126 -0.075015 -0.0750167 internal_weight=0.20423 0.136533 0.129627 0.126909 0.0716934 0.048709 internal_count=1213 1196 1176 1165 451 243 is_linear=0 shrinkage=0.1 Tree=353 num_leaves=7 num_cat=0 split_feature=15 16 3 3 0 3 split_gain=0.302838 0.591307 0.416187 0.805721 0.675221 1.19258 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=0.0039821594668487869 -0.055070206336518768 0.068981548833717474 0.075498408503895373 -0.014722916852207264 0.010219499031992384 -0.069872688804729396 leaf_weight=43.033596361405216 2.1682162498473185 0.46700538520235557 2.091357146739028 1.8793352460488675 3.8319620043039313 3.6110864598304033 leaf_count=805 100 90 65 65 44 44 internal_value=2.18374e-05 -0.0330862 0.00162425 0.0327965 -0.000827887 -0.0286382 internal_weight=57.0826 2.63522 54.4473 3.97069 50.4766 7.44305 internal_count=1213 190 1023 130 893 88 is_linear=0 shrinkage=0.1 Tree=354 num_leaves=7 num_cat=0 split_feature=10 10 6 5 15 10 split_gain=0.303295 0.866047 0.414453 0.943723 0.311597 0.883207 threshold=30.500000000000004 35.000000000000007 125.25498420013805 26041.500000000004 4.5000000000000009 1.0000000180025095e-35 decision_type=10 8 10 8 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0014220493906880439 0.062279751525076935 -0.07547423383752537 -0.076556596728855286 0.069332129026230677 0.039076863146565846 -0.07915834333708055 leaf_weight=42.718855758896098 2.1348758873064066 0.58048006921308104 1.8554603779921301 0.5826411845628171 2.0141073947306714 1.4049369966378424 leaf_count=700 67 141 69 20 27 189 internal_value=0.000306818 0.0328311 -0.00151126 -0.0416931 0.000612096 -0.0011437 internal_weight=51.2914 2.71536 48.576 2.4381 46.1379 44.1238 internal_count=1213 208 1005 89 916 889 is_linear=0 shrinkage=0.1 Tree=355 num_leaves=7 num_cat=0 split_feature=21 20 21 20 21 19 split_gain=0.279197 0.634371 0.856922 0.760464 0.890623 2.1839 threshold=0.91302578255000011 0.48973562925000008 0.53514027195000013 0.87060952110000012 0.30524891520000003 0.88018356465000014 decision_type=10 8 10 10 10 8 left_child=1 2 -1 4 5 -3 right_child=-2 3 -4 -5 -6 -7 leaf_value=-5.9751983098338174e-05 0.051896844195935266 -0.10470138740918321 -0.071211250576174639 -0.087528994521856349 0.03513396236222157 0.0036119807920915363 leaf_weight=4.1087395595168346 1.0112201198935498 1.9510176610201595 2.8785469755530357 0.91655922681093116 7.9367370232939711 40.582221841992578 leaf_count=33 4 9 15 7 24 1121 internal_value=-0.000199037 -0.0011015 -0.029372 0.00274258 0.00438195 -0.0013564 internal_weight=59.385 58.3738 6.98729 51.3865 50.47 42.5332 internal_count=1213 1209 48 1161 1154 1130 is_linear=0 shrinkage=0.1 Tree=356 num_leaves=7 num_cat=0 split_feature=19 4 14 4 5 10 split_gain=0.0969942 1.17162e-09 3.33331e-10 7.10089e-11 4.09488e-11 3.23296e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 465.00000000000006 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075014824429432581 -0.075056417046532556 -0.075010701663210666 -0.075048079340375565 -0.075010667274117329 -0.075016353620618134 -0.075005415653446553 leaf_weight=0.065633479622192681 0.00638331853042473 0.020327659320173552 0.002567980656749568 0.04572181885214377 0.034701731707173167 0.015763951110329799 leaf_count=17 20 201 11 541 152 271 internal_value=-0.0234869 -0.0750147 -0.0750124 -0.0750117 -0.0750143 -0.0750093 internal_weight=0.1911 0.125466 0.119083 0.116515 0.0550294 0.0614858 internal_count=1213 1196 1176 1165 353 812 is_linear=0 shrinkage=0.1 Tree=357 num_leaves=7 num_cat=0 split_feature=13 9 4 4 21 7 split_gain=0.293467 0.285089 0.749447 0.861916 0.735048 0.78768 threshold=49199.500000000007 6.1021579087979108 999.50000000000011 1075.0000000000002 0.11311668870000001 77.023319461921901 decision_type=10 8 8 8 8 10 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.0055932864779335819 -0.049884124155550096 0.060755285342258658 -0.08305480839691369 0.096918947409393053 -0.0016144198958446731 0.071541016001042276 leaf_weight=29.396176039066631 1.1502786278724659 2.5071547010447857 1.1031841784715677 0.88282544154208153 19.844391746912159 1.589735337300225 leaf_count=485 78 66 6 11 400 167 internal_value=0.000108951 0.0011484 0.00879208 0.00322935 0.0074946 0.0038114 internal_weight=56.4737 55.3235 25.9273 23.4201 22.317 21.4341 internal_count=1213 1135 650 584 578 567 is_linear=0 shrinkage=0.1 Tree=358 num_leaves=7 num_cat=0 split_feature=0 5 4 4 4 3 split_gain=0.345204 1.23322 0.713999 0.779255 0.897625 0.73429 threshold=0.0042115000000000008 108.50000000000001 126.00000000000001 168.50000000000003 192.00000000000003 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=0.026734383407919005 -0.081365000626715089 0.08803946271822384 -0.08651071326391846 0.11163371004755976 -0.078049510392054808 0.0015947731347741197 leaf_weight=4.459242043667472 1.8965312162181351 0.92248222231864829 1.0370227862149466 0.72383470833301444 1.1918377040419716 40.29657903444604 leaf_count=102 145 3 27 2 82 852 internal_value=0.000167255 -0.00240435 0.00098586 -0.000870944 0.00123296 -0.000693168 internal_weight=50.5275 46.0683 44.1718 43.2493 42.2123 41.4884 internal_count=1213 1111 966 963 936 934 is_linear=0 shrinkage=0.1 Tree=359 num_leaves=7 num_cat=0 split_feature=9 9 10 8 8 5 split_gain=0.262693 0.470261 0.550258 0.456333 0.540055 1.75651 threshold=7.8464943593056891 7.9966239479282715 35.000000000000007 6.7263909492949656 5.6744042622234678 133.50000000000003 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=0.0025543935418688626 -0.077394076858562866 0.059347779089850984 0.052719087247024933 0.048418237758955859 0.083791095747252894 -0.066031926074523989 leaf_weight=49.750008865339623 1.6679039176196964 0.46391142150241638 0.40370126161724318 1.9786606179550279 1.001142345368861 3.5833531292155385 leaf_count=575 270 34 37 18 6 273 internal_value=-0.000171891 -0.0316586 -0.0520384 0.00124581 -0.000472035 -0.0333142 internal_weight=58.8487 2.53552 2.07161 56.3132 54.3345 4.5845 internal_count=1213 341 307 872 854 279 is_linear=0 shrinkage=0.1 Tree=360 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 5 split_gain=0.0921022 9.34877e-10 2.76651e-10 5.91355e-11 2.667e-11 2.10599e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 231.00000000000003 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=0.075014482569552565 -0.075052302239994428 -0.075009781851873236 -0.075045237803516365 -0.075008083946224657 -0.075018115286802731 -0.07501294106641429 leaf_weight=0.063274729298427701 0.0059250433478155165 0.019625681048637489 0.0023811542414478018 0.0463760047332471 0.010545362601988018 0.030962028349676984 leaf_count=17 20 208 11 714 65 178 internal_value=-0.0220068 -0.0750136 -0.0750115 -0.0750108 -0.0750128 -0.0750143 internal_weight=0.17909 0.115815 0.10989 0.107509 0.0611331 0.0415074 internal_count=1213 1196 1176 1165 451 243 is_linear=0 shrinkage=0.1 Tree=361 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 19 split_gain=0.648925 0.302953 0.552631 0.679115 0.984755 0.73482 threshold=0.11311668870000001 0.30524891520000003 0.84371861875000009 0.70806328110000016 0.55274229250000018 0.29974229910000011 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=0.082180230759886425 -0.031633776863583069 -0.066252449607972469 0.074429081060218699 -0.084764804248029194 0.075605165867956653 0.00031640947288133004 leaf_weight=0.94472515897359699 3.127295158803463 1.719669599086046 0.98957791179418464 0.95033396780490775 1.6897985264658917 46.39516244904371 leaf_count=23 18 8 7 4 14 1139 internal_value=5.6098e-06 -0.00140919 0.000417504 -0.00102551 0.000572337 -0.00206282 internal_weight=55.8166 54.8718 51.7445 50.755 49.8046 48.1148 internal_count=1213 1190 1172 1165 1161 1147 is_linear=0 shrinkage=0.1 Tree=362 num_leaves=7 num_cat=0 split_feature=0 5 7 4 4 8 split_gain=0.311302 1.14296 0.721108 0.650216 0.719298 0.860321 threshold=0.0042115000000000008 108.50000000000001 51.963509695802522 126.00000000000001 168.50000000000003 4.3661747417679626 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=0.055885682253545212 -0.080947497945787789 0.086896450059217561 -0.028614826703102111 -0.085694284915508248 0.053650905232453798 -0.0026761694990325179 leaf_weight=2.8241886934265485 1.7712980031501491 0.8636588454246511 1.5720652667223474 0.97402206622064014 2.9137376537546507 39.087063033817685 leaf_count=82 145 3 20 27 42 894 internal_value=0.000255309 -0.00219427 0.025669 0.000987758 -0.000738736 0.00123143 internal_weight=50.006 45.6098 4.39625 43.8385 42.9748 42.0008 internal_count=1213 1111 102 966 963 936 is_linear=0 shrinkage=0.1 Tree=363 num_leaves=7 num_cat=0 split_feature=19 21 21 21 19 19 split_gain=0.286137 0.660112 0.323937 0.404726 0.812418 1.45408 threshold=0.9405798606500001 0.21995678085000001 0.24581294725000002 0.30524891520000003 0.69246639775000018 0.54531097095000014 decision_type=10 8 8 8 10 10 left_child=1 -1 -3 -4 5 -5 right_child=-2 2 3 4 -6 -7 leaf_value=-0.052468003605241988 0.050896068192922708 0.059850541026421879 -0.056304177602461564 0.0014905021714451813 0.045629555098473183 -0.086488882540721762 leaf_weight=2.3985138171265135 1.0775155872106541 0.92360515892505646 1.2418321371078491 46.793618879426504 3.8578503355383864 1.9571408256888378 leaf_count=32 4 3 3 1149 10 12 internal_value=-0.000156891 -0.00111907 0.00112946 0.000122315 0.00145427 -0.00204151 internal_weight=58.2501 57.1726 54.774 53.8504 52.6086 48.7508 internal_count=1213 1209 1177 1174 1171 1161 is_linear=0 shrinkage=0.1 Tree=364 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 5 split_gain=0.0877209 7.38566e-10 2.20721e-10 4.81123e-11 2.19133e-11 1.71147e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 231.00000000000003 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=0.075014146919080371 -0.075048374466774245 -0.075009053853955898 -0.07504196562566294 -0.075007480685319872 -0.075016885091572061 -0.07501203936599854 leaf_weight=0.061218170449137688 0.0054831581728649317 0.018138564195396611 0.0022085882083047173 0.042958946242833917 0.0097705917614803184 0.028693915923213353 leaf_count=17 20 208 11 714 65 178 internal_value=-0.0204969 -0.0750126 -0.0750107 -0.07501 -0.0750119 -0.0750133 internal_weight=0.168472 0.107254 0.101771 0.099562 0.0566031 0.0384645 internal_count=1213 1196 1176 1165 451 243 is_linear=0 shrinkage=0.1 Tree=365 num_leaves=7 num_cat=0 split_feature=21 19 21 19 4 0 split_gain=0.535353 0.286452 0.593161 0.806039 0.67417 0.53337 threshold=0.11311668870000001 0.62152410415000003 0.37052061300000005 0.24436702830000004 168285.00000000003 45.141901000000011 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.073276152624714555 5.327826963893105e-05 -0.026736285834458962 0.034750349165054956 -0.065432978099427663 0.092125941843337625 -0.077822278997986161 leaf_weight=0.97952720650937408 42.176611127040815 4.0989663284271947 4.6580071300268164 1.9608048051595677 0.7818695455789556 0.89820992038585146 leaf_count=23 1091 24 31 12 12 20 internal_value=2.29953e-06 -0.00131285 0.000751709 -0.00270474 9.97983e-05 -0.00157061 internal_weight=55.554 54.5745 50.4755 45.8175 43.8567 43.0748 internal_count=1213 1190 1166 1135 1123 1111 is_linear=0 shrinkage=0.1 Tree=366 num_leaves=7 num_cat=0 split_feature=20 20 20 21 20 19 split_gain=0.324398 0.379321 0.88334 0.612482 0.81795 1.28587 threshold=0.15581312665000005 0.20344614855000001 0.25338011470000005 0.30524891520000003 0.67153127420000003 0.88018356465000014 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=-0.041277996108137711 0.051062903427413098 -0.10479571430545172 0.034699471039786371 -1.7564310692960671e-05 -0.044815967893363604 0.13652710329133683 leaf_weight=1.8148176277754826 1.5132894217967985 0.78785961121320724 5.0873686373233795 35.50279854980181 4.0379127934575072 0.70334409922361274 leaf_count=26 6 3 16 1144 16 2 internal_value=0.000217698 0.0017987 0.000182216 0.00200673 -0.00212605 0.00263497 internal_weight=49.4474 47.6326 46.1193 45.3314 40.2441 36.2061 internal_count=1213 1187 1181 1178 1162 1146 is_linear=0 shrinkage=0.1 Tree=367 num_leaves=7 num_cat=0 split_feature=9 9 10 8 8 5 split_gain=0.243088 0.426428 0.504829 0.367113 0.463428 1.55703 threshold=7.8464943593056891 7.9966239479282715 35.000000000000007 6.7263909492949656 5.6744042622234678 133.50000000000003 decision_type=10 10 8 10 10 10 left_child=3 2 -2 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.0024709134557052543 -0.077237027887111565 0.055823850016707477 0.050354361985391054 0.045224208825405461 0.082988780097650386 -0.062937481441699486 leaf_weight=49.313629289776145 1.5525965747256114 0.45486461745167606 0.38749386253766727 1.8330722488462914 0.93098172172903915 3.4071195822907612 leaf_count=575 270 34 37 18 6 273 internal_value=-0.000128528 -0.0313215 -0.0517532 0.00121789 -0.000285634 -0.0316209 internal_weight=57.8798 2.39496 1.94009 55.4848 53.6517 4.3381 internal_count=1213 341 307 872 854 279 is_linear=0 shrinkage=0.1 Tree=368 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 10 split_gain=0.0828613 5.86696e-10 1.82226e-10 3.77853e-11 1.74551e-11 1.30743e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.075013628834228088 -0.07504480558797616 -0.07500836821891943 -0.0750394790154751 -0.075008156369330795 -0.075012284347574121 -0.075004237205678087 leaf_weight=0.058536162017844617 0.0050805568716896224 0.016741492221626686 0.0020401755755301556 0.027461640890578565 0.035551707613194594 0.01233552720100306 leaf_count=17 20 208 11 443 243 271 internal_value=-0.019341 -0.0750117 -0.0750099 -0.0750093 -0.075011 -0.0750069 internal_weight=0.157747 0.0992111 0.0941305 0.0920904 0.0522932 0.0397972 internal_count=1213 1196 1176 1165 451 714 is_linear=0 shrinkage=0.1 Tree=369 num_leaves=7 num_cat=0 split_feature=21 19 21 19 7 7 split_gain=0.458817 0.250957 0.49522 0.71398 0.559421 0.414643 threshold=0.11311668870000001 0.62152410415000003 0.37052061300000005 0.24436702830000004 83.63472603049955 79.482860341514581 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.067064672645895398 1.947576803593688e-05 -0.025303889608244118 0.031411844745553162 -0.063590702671011842 0.06000662827895123 -0.04866380988386964 leaf_weight=1.0015137726441024 40.258108040608931 4.0137112624943247 4.7479275837540618 1.8375047594308842 1.5022691255435336 1.8289864568505425 leaf_count=23 991 24 31 12 14 118 internal_value=-3.23708e-06 -0.00124279 0.000681969 -0.00252986 4.41556e-05 -0.00209616 internal_weight=55.19 54.1885 50.1748 45.4269 43.5894 42.0871 internal_count=1213 1190 1166 1135 1123 1109 is_linear=0 shrinkage=0.1 Tree=370 num_leaves=7 num_cat=0 split_feature=5 0 5 4 4 8 split_gain=0.305066 0.502786 0.989569 0.597959 0.658649 0.75066 threshold=59.000000000000007 0.0042115000000000008 108.50000000000001 126.00000000000001 168.50000000000003 4.3661747417679626 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=-0.076278301079879443 0.03557928229201162 -0.08092677423348596 0.085920968175525372 -0.084893871774057078 0.0503573683138153 -0.0026041466741227883 leaf_weight=0.51567263214383174 3.878906847734469 1.532265628222375 0.81072738766670127 0.91087810136377712 2.8757373783737412 38.574143796795397 leaf_count=115 35 97 3 27 42 894 internal_value=0.000231477 0.00104358 -0.00195306 0.000849921 -0.000778223 0.00107025 internal_weight=49.0983 48.5827 44.7038 43.1715 42.3608 41.4499 internal_count=1213 1098 1063 966 963 936 is_linear=0 shrinkage=0.1 Tree=371 num_leaves=7 num_cat=0 split_feature=19 21 0 8 8 7 split_gain=0.262931 0.598177 0.256151 1.05747 1.40754 0.758196 threshold=0.9405798606500001 0.21995678085000001 23.872839500000005 4.4954850976912946 4.9765297877802039 76.317822447666359 decision_type=10 8 10 10 10 10 left_child=1 -1 5 -4 -5 -3 right_child=-2 2 3 4 -6 -7 leaf_value=-0.05081635722451381 0.048796787834030256 0.0068383310022413898 -0.081839790764279746 0.087811993782466111 -0.052814089594802799 -0.038644722044634781 leaf_weight=2.3183934628887073 1.077240765094756 45.394418715048232 1.7823752854019392 1.4011209458112719 1.4466181658208368 3.9869698710099319 leaf_count=32 4 760 40 5 78 294 internal_value=-0.000141716 -0.00107761 0.00105738 -0.0214327 0.0163756 0.00316611 internal_weight=57.4071 56.3299 54.0115 4.63011 2.84774 49.3814 internal_count=1213 1209 1177 123 83 1054 is_linear=0 shrinkage=0.1 Tree=372 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 5 split_gain=0.0791387 4.65941e-10 1.4536e-10 3.07392e-11 1.42031e-11 1.07847e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 231.00000000000003 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=0.075013274043680356 -0.075041498716897803 -0.075007752315016163 -0.075036629161557566 -0.075006419458295587 -0.075014526511397214 -0.075010368415039996 leaf_weight=0.056940183043479919 0.0047072408451640504 0.015482333164982265 0.0018900790237239553 0.03694317416056947 0.0083630528188223252 0.024543299610741087 leaf_count=17 20 208 11 714 65 178 internal_value=-0.017629 -0.0750109 -0.0750092 -0.0750086 -0.0750103 -0.0750114 internal_weight=0.148869 0.0919292 0.0872219 0.0853319 0.0483887 0.0329064 internal_count=1213 1196 1176 1165 451 243 is_linear=0 shrinkage=0.1 Tree=373 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 21 split_gain=0.383464 0.285068 0.873852 0.464789 0.349472 0.979565 threshold=0.11311668870000001 0.77396592615000015 0.62152410415000003 0.18647970780000003 0.45636420520000004 0.37052061300000005 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=0.060500266171869189 0.064878083786228002 0.044454274095097002 -0.058870523704383282 -0.040115484587843725 -0.0024024411084986844 0.063208328414513792 leaf_weight=1.0270711955381555 1.1002209857106207 1.3346841596066941 2.5993840210139743 2.1656921878457069 44.155045336927287 2.3991729468107215 leaf_count=23 8 11 13 12 1128 18 internal_value=-2.71324e-05 -0.00118362 -0.00234563 0.000603576 -0.000847907 0.000978812 internal_weight=54.7813 53.7542 52.4195 49.8201 48.7199 46.5542 internal_count=1213 1190 1179 1166 1158 1146 is_linear=0 shrinkage=0.1 Tree=374 num_leaves=7 num_cat=0 split_feature=10 10 2 0 7 4 split_gain=0.281112 0.776484 0.365597 0.726441 0.826034 0.681307 threshold=30.500000000000004 35.000000000000007 9.5000000000000018 2.7446330000000003 73.883603989971604 6106.0000000000009 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=-0.00038856374356335214 0.06203172287866579 -0.075429980257883944 -0.078418606735284821 0.041048172765033877 -0.034841273831605367 0.067050966520289967 leaf_weight=36.726307640084997 1.9459270078805269 0.52094060179661017 1.7369707386533253 2.3639184888452291 3.6471696109510958 1.5617058463394631 leaf_count=582 67 141 282 34 88 19 internal_value=0.000115657 0.0330033 -0.00164664 -0.0214568 -0.00499702 0.00236219 internal_weight=48.5029 2.46687 46.0361 7.74806 6.01109 38.288 internal_count=1213 208 1005 404 122 601 is_linear=0 shrinkage=0.1 Tree=375 num_leaves=7 num_cat=0 split_feature=4 4 4 4 4 4 split_gain=0.266014 0.865908 0.364589 1.31998 1.28591 1.24813 threshold=32495.000000000004 4353.5000000000009 219.50000000000003 267.00000000000006 343.00000000000006 460.50000000000006 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=-0.0049533414639389818 0.042298900503959701 -0.063998608097289952 0.10215849981584313 -0.073730128017736304 0.071506215806405288 0.00047193704142859327 leaf_weight=33.759678004309535 1.4472102975923906 2.1076138088719736 1.5054364502429987 1.8739539645612264 3.0419638134335427 13.238213730941423 leaf_count=314 70 327 5 29 28 440 internal_value=-2.63097e-05 -0.00112944 0.00135101 0.0121769 0.00471518 0.0137447 internal_weight=56.9741 55.5269 53.4192 19.6596 18.1541 16.2802 internal_count=1213 1143 816 502 497 468 is_linear=0 shrinkage=0.1 Tree=376 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 4 split_gain=0.0754893 3.7726e-10 1.23311e-10 2.46225e-11 1.12081e-11 8.40999e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 219.50000000000003 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=0.075013077841971171 -0.075038650907910565 -0.075007159191042228 -0.075034581974336378 -0.075005900548843818 -0.075014813631090915 -0.075009909749308795 leaf_weight=0.055537402397021651 0.0043833555828314266 0.014227578081772663 0.0017758224639692335 0.033857620440585379 0.0040310025069629765 0.026406724708976981 leaf_count=17 20 208 11 714 36 207 internal_value=-0.0155897 -0.0750101 -0.0750085 -0.0750079 -0.0750095 -0.0750106 internal_weight=0.14022 0.0846821 0.0802987 0.0785229 0.0446653 0.0304377 internal_count=1213 1196 1176 1165 451 243 is_linear=0 shrinkage=0.1 Tree=377 num_leaves=7 num_cat=0 split_feature=15 14 16 9 6 6 split_gain=0.262797 0.525719 0.682696 0.321727 0.891665 0.803631 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.1021579087979108 83.360795883618621 92.018638466622647 decision_type=10 8 8 10 10 8 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0035643453855266696 -0.078220690829142653 0.087001050676454583 0.069975754929127554 0.096261630903570775 -0.037801777428294964 0.0075155133628724046 leaf_weight=34.071679162268993 1.6859674268634988 0.31914789567235846 0.38111979386303563 1.1291696215048403 6.1517297038808456 10.589850304706488 leaf_count=488 95 11 84 48 73 414 internal_value=-4.81151e-06 -0.0324537 -0.0508969 0.00148589 -0.00276215 0.0160665 internal_weight=54.3287 2.38624 2.06709 51.9424 40.2234 11.719 internal_count=1213 190 179 1023 561 462 is_linear=0 shrinkage=0.1 Tree=378 num_leaves=7 num_cat=0 split_feature=2 4 4 4 3 4 split_gain=0.259594 0.913866 0.783768 0.772565 1.32986 1.87058 threshold=12.500000000000002 6106.0000000000009 7395.0000000000009 2306.5000000000005 6.5000000000000009 343.00000000000006 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=0.0026298717085406487 -0.020017646204409011 0.10749860777691991 0.0011743806387574985 -0.072250253571668643 0.050480645218460157 -0.07415998732281627 leaf_weight=29.568981283577159 5.7084182257094644 1.4906265735626214 1.2961571272462604 1.473522851942106 4.8455990212387396 3.5534785814816123 leaf_count=348 361 7 47 110 154 186 internal_value=-2.57354e-06 0.00270306 0.0580463 -0.00120727 0.00154987 -0.00560838 internal_weight=47.9368 42.2284 2.78678 39.4416 37.9681 33.1225 internal_count=1213 852 54 798 688 534 is_linear=0 shrinkage=0.1 Tree=379 num_leaves=7 num_cat=0 split_feature=19 20 4 4 0 4 split_gain=0.233253 0.635372 0.227008 0.777384 0.336701 0.313936 threshold=0.9405798606500001 0.87060952110000012 32495.000000000004 4353.5000000000009 17.877716500000002 999.50000000000011 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=-0.0013623928674320229 0.046031956268067616 -0.086375480858180545 0.077506445699943471 -0.061976396103480193 -0.023255360055021154 0.021126052874130177 leaf_weight=43.901349461115387 1.0818480551242817 0.85527503117918868 0.89013573169358895 1.9843292276691489 0.52854370092973113 7.2298725430373443 leaf_count=486 4 7 28 327 42 319 internal_value=4.55237e-05 -0.000852667 0.00048861 -0.000565819 0.0399666 0.00181744 internal_weight=56.4714 55.3895 54.5342 53.1156 1.41868 51.1312 internal_count=1213 1209 1202 1132 70 805 is_linear=0 shrinkage=0.1 Tree=380 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 0 split_gain=0.071288 3.02446e-10 7.70538e-11 2.02134e-11 1.10648e-11 1.08503e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 5.5000000000000009 108.50000000000001 3.9394770000000006 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=0.075012856625357865 -0.075035844210650099 -0.075006632764187953 -0.075029719040533335 -0.07500561895724156 -0.075009130929940382 -0.075014303450468889 leaf_weight=0.053330808994360268 0.0040628374408697701 0.013180771738916519 0.0015726319834357119 0.03502478972359313 0.019003071918632486 0.0051557340211729743 leaf_count=17 20 208 11 748 160 49 internal_value=-0.0140882 -0.0750093 -0.0750078 -0.0750073 -0.075009 -0.0750102 internal_weight=0.131331 0.0779998 0.073937 0.0723644 0.0373396 0.0241588 internal_count=1213 1196 1176 1165 417 209 is_linear=0 shrinkage=0.1 Tree=381 num_leaves=7 num_cat=0 split_feature=21 20 20 21 0 4 split_gain=0.324021 0.240836 1.00581 0.360782 0.25306 1.07463 threshold=0.11311668870000001 0.84371861875000009 0.70806328110000016 0.87646589255000007 4.6811795000000016 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=0.055120890099847053 -0.011176232658394125 0.038336699939602426 -0.084410599724445326 0.048825947556525709 -0.0099990346252110708 0.028485540269939498 leaf_weight=1.0475681500392964 17.030594873707745 1.5083343982696522 1.4463479593396176 1.4795475006103505 19.762006707780529 11.407253522542304 leaf_count=23 246 10 7 9 348 570 internal_value=5.07354e-05 -0.00104532 -0.00220718 0.000186057 -0.001307 0.00473327 internal_weight=53.6817 52.6341 51.1258 49.6794 48.1999 28.4378 internal_count=1213 1190 1180 1173 1164 816 is_linear=0 shrinkage=0.1 Tree=382 num_leaves=7 num_cat=0 split_feature=0 4 3 2 4 8 split_gain=0.301585 0.507247 0.508293 0.634788 0.816158 0.832912 threshold=60.179110500000007 56582.000000000007 54.500000000000007 12.500000000000002 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=0.0045105757079446814 0.054107331953482954 -0.08203427874049779 0.075954866317575837 -0.042426096814581614 0.055345541778573842 -0.037012814263660092 leaf_weight=32.765770917700138 1.0062310402281571 0.76406659139320154 0.86713085946394031 3.4692693128163219 2.6920637572184196 5.6661071100097606 leaf_count=408 14 33 44 275 54 385 internal_value=-5.27682e-05 -0.00123175 0.000126328 -0.00134819 0.0021172 -0.00161132 internal_weight=47.2306 46.2244 45.4603 44.5932 41.1239 38.4319 internal_count=1213 1199 1166 1122 847 793 is_linear=0 shrinkage=0.1 Tree=383 num_leaves=7 num_cat=0 split_feature=21 21 21 21 20 20 split_gain=0.237356 1.06846 0.917218 1.44297 0.410659 0.937068 threshold=0.91302578255000011 0.87646589255000007 0.78946906100000003 0.62272809245000016 0.79922031560000006 0.68528119330000015 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=-0.00012642686077177497 0.047930863046584289 -0.10907094827841442 0.062986189344688998 -0.096633979808126824 -0.044165150551796761 0.066054146905231509 leaf_weight=45.945660065313859 1.0156103968620289 0.89750375226139922 2.2819381952285758 1.5560734197497357 1.9233507364988316 2.2439811490476123 leaf_count=1171 4 6 6 9 9 8 internal_value=2.898e-05 -0.000858002 0.000942178 -0.00179796 0.00114682 0.00295531 internal_weight=55.8641 54.8485 53.951 51.6691 50.113 48.1896 internal_count=1213 1209 1203 1197 1188 1179 is_linear=0 shrinkage=0.1 Tree=384 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 5 split_gain=0.0676525 2.44641e-10 5.68908e-11 1.58186e-11 7.07112e-12 5.82035e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 231.00000000000003 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=0.075012503611497763 -0.075033371401366664 -0.075006191717623821 -0.075026979646902955 -0.075005060580912872 -0.075011644014508494 -0.075008223065522864 leaf_weight=0.051525435876101255 0.003788157533563207 0.012293721083551645 0.0014329347322927779 0.028568579358761781 0.0066906124156957949 0.019377803710995067 leaf_count=17 20 208 11 714 65 178 internal_value=-0.012508 -0.0750086 -0.0750073 -0.0750068 -0.0750082 -0.0750091 internal_weight=0.123677 0.0721518 0.0683637 0.0669307 0.0383621 0.0260684 internal_count=1213 1196 1176 1165 451 243 is_linear=0 shrinkage=0.1 Tree=385 num_leaves=7 num_cat=0 split_feature=15 14 16 3 3 0 split_gain=0.27778 0.458508 0.604949 0.264896 0.681066 0.519591 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 15.500000000000002 39.000000000000007 8.0202915000000008 decision_type=10 8 10 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0038259771812169593 -0.07804159494724211 0.084078712648931964 0.0686811635559159 0.072307418355323894 -0.017147266967963048 -0.0263118923983819 leaf_weight=41.026533454947639 1.58843450481072 0.28364908613730211 0.34141079860273738 1.7376077498774969 1.6682264464907346 6.6474158209748557 leaf_count=805 95 11 84 65 65 88 internal_value=4.56019e-05 -0.034636 -0.0520847 0.0015485 0.0284912 -0.000376296 internal_weight=53.2933 2.21349 1.92985 51.0798 3.40583 47.6739 internal_count=1213 190 179 1023 130 893 is_linear=0 shrinkage=0.1 Tree=386 num_leaves=7 num_cat=0 split_feature=20 21 21 20 20 21 split_gain=0.27523 0.373801 1.29287 0.78454 1.0423 0.947073 threshold=0.15581312665000005 0.53514027195000013 0.49659266935000007 0.25338011470000005 0.34051073370000001 0.30524891520000003 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=-0.038714269796034199 -0.10019268184246495 0.020231713300081385 -0.097579864186474297 0.076471265402701022 0.0043822531840121423 -0.055490678585585922 leaf_weight=1.7550074795726684 0.7505224272608757 8.7277368083596212 1.3848191164433945 1.8353578224778173 29.391856115224073 2.9028660506010047 leaf_count=26 3 30 6 5 1133 10 internal_value=0.000136446 0.00165186 -0.00281962 0.000942525 0.00316649 -0.000999527 internal_weight=46.7482 44.9932 36.2654 34.8806 34.1301 32.2947 internal_count=1213 1187 1157 1151 1148 1143 is_linear=0 shrinkage=0.1 Tree=387 num_leaves=7 num_cat=0 split_feature=9 9 9 8 8 4 split_gain=0.228932 0.365312 0.489152 1.1688 0.771825 0.860968 threshold=7.8464943593056891 7.5629028176013291 6.3944237114723839 4.9765297877802039 5.2927476730057128 1470.5000000000002 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=-0.0029453923491377133 -0.032655447015960959 0.037893620765794528 0.085845864886095816 -0.058022885400955661 0.061335858811936927 -0.015592176930510765 leaf_weight=40.387581485345436 2.0829133433362577 2.5736876379232845 0.67780499346554179 3.3835906620370224 4.1608086172491303 2.2370426203124225 leaf_count=431 341 155 3 128 50 105 internal_value=-0.000130837 0.00113733 -0.000723148 -0.0340127 0.00216668 0.0344376 internal_weight=55.5034 53.4205 50.8468 4.0614 46.7854 6.39785 internal_count=1213 872 717 131 586 155 is_linear=0 shrinkage=0.1 Tree=388 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 5 split_gain=0.0637018 1.96356e-10 3.40888e-11 1.32201e-11 5.90358e-12 5.14268e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 231.00000000000003 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=0.07501217087063719 -0.075030972601454748 -0.075005726762067737 -0.075023023637397768 -0.075004647831883445 -0.075010955216802455 -0.075007628087269185 leaf_weight=0.049259193008765578 0.0035134702520736019 0.011356577964761527 0.0012511911481851703 0.02622153952984263 0.0062713960141991256 0.017921463767379464 leaf_count=17 20 208 11 714 65 178 internal_value=-0.0111893 -0.075008 -0.0750067 -0.0750064 -0.0750076 -0.0750085 internal_weight=0.115795 0.0665356 0.0630222 0.061771 0.0355494 0.0241929 internal_count=1213 1196 1176 1165 451 243 is_linear=0 shrinkage=0.1 Tree=389 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 21 split_gain=0.293206 0.263017 0.787596 0.360471 0.334508 0.817978 threshold=0.11311668870000001 0.77396592615000015 0.62152410415000003 0.18647970780000003 0.45636420520000004 0.37052061300000005 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=0.05243043135748069 0.057007199953773659 0.042741162588966 -0.057063328434198014 -0.039330826184102462 -0.0019731074586832507 0.057446528893020724 leaf_weight=1.0521129122353157 1.1137923747301099 1.3454199451953162 2.4753524288535109 2.1238373648375273 42.208755001105601 2.4513106234371653 leaf_count=23 8 11 13 12 1128 18 internal_value=0.000168929 -0.000894231 -0.00205969 0.000782893 -0.000555648 0.00128833 internal_weight=52.7706 51.7185 50.373 47.8977 46.7839 44.6601 internal_count=1213 1190 1179 1166 1158 1146 is_linear=0 shrinkage=0.1 Tree=390 num_leaves=7 num_cat=0 split_feature=0 2 4 4 8 5 split_gain=0.260309 0.37654 0.743915 0.849444 0.705348 1.54226 threshold=60.179110500000007 12.500000000000002 6106.0000000000009 7425.0000000000009 5.2557369634631668 10692.000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=0.004149264152603244 0.051437626467691622 -0.027426453640505874 0.10136700449502062 -0.01343946244779325 -0.061552498844792317 0.071804428034332429 leaf_weight=32.398448449472198 0.96723687089979549 4.8151005935505955 1.5419282838702195 1.1072645536623893 4.3299708054983048 1.0843965711537746 leaf_count=408 14 352 8 46 372 13 internal_value=0.000105624 -0.000990961 0.00215494 0.0533822 -0.00143407 -0.0348436 internal_weight=46.2443 45.2771 40.462 2.64919 37.8128 5.41437 internal_count=1213 1199 847 54 793 385 is_linear=0 shrinkage=0.1 Tree=391 num_leaves=7 num_cat=0 split_feature=21 21 19 21 19 21 split_gain=0.239899 1.27507 0.345398 1.59658 0.954339 2.06433 threshold=0.78946906100000003 0.62272809245000016 0.59331907385000016 0.53514027195000013 0.69246639775000018 0.37052061300000005 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=0.021874205178949207 0.022989127819701992 -0.094451080939107576 -0.086373368635093178 -0.11716343419373028 -0.0014671723206820747 0.11242453295076238 leaf_weight=6.6137159963309387 4.1166146248579016 1.452595256268977 1.224880516529083 1.1844655349850643 38.610930713584821 1.6598749756813038 leaf_count=42 16 9 8 5 1130 3 internal_value=-0.000227901 -0.00211129 0.000609781 -0.00268535 0.000582343 0.0032272 internal_weight=54.8631 50.7465 49.2939 42.6802 41.4957 40.2708 internal_count=1213 1197 1188 1146 1141 1133 is_linear=0 shrinkage=0.1 Tree=392 num_leaves=7 num_cat=0 split_feature=19 4 11 4 2 3 split_gain=0.0602128 1.5755e-10 1.56824e-11 1.64374e-11 1.10992e-11 4.24131e-12 threshold=1.0000000180025095e-35 109.00000000000001 17.500000000000004 4534.0000000000009 6.5000000000000009 1.5000000000000002 decision_type=8 8 10 10 10 8 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075011667665269538 -0.075028775826400274 -0.075005374576339656 -0.075006252541050894 -0.075023775178647112 -0.075004249778726009 -0.075007853945224787 leaf_weight=0.047233719029463828 0.003264696690166601 0.0099713267645711312 0.0011248459040871231 0.0010215162562872138 0.023928232407342875 0.022396159240997804 leaf_count=17 20 206 22 24 684 240 internal_value=-0.0099631 -0.0750074 -0.0750062 -0.0750146 -0.0750059 -0.0750071 internal_weight=0.10894 0.0617068 0.0584421 0.00214636 0.0562957 0.0323675 internal_count=1213 1196 1176 46 1130 446 is_linear=0 shrinkage=0.1 Tree=393 num_leaves=7 num_cat=0 split_feature=15 14 16 21 9 6 split_gain=0.263479 0.427894 0.555742 0.262306 0.258867 0.722134 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.11311668870000001 6.1021579087979108 92.018638466622647 decision_type=10 8 8 8 10 8 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.051313610851142 -0.077782335747503317 0.08303055106859987 0.068004324332872138 -0.003265018845014624 0.096192545339469804 0.0060983713520041437 leaf_weight=1.040294734353665 1.4912011530832379 0.26867448980920006 0.31707843486219656 38.549859723076224 0.97791816759854278 9.857683800306404 leaf_count=14 95 11 84 547 48 414 internal_value=0.000182492 -0.0347231 -0.0522189 0.00162019 0.000573412 0.0142294 internal_weight=52.5027 2.07695 1.80828 50.4258 49.3855 10.8356 internal_count=1213 190 179 1023 1009 462 is_linear=0 shrinkage=0.1 Tree=394 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.284154 0.559362 0.346723 1.0059 0.515803 0.639891 threshold=59.000000000000007 63.000000000000007 0.00084900000000000004 108.50000000000001 126.00000000000001 168.50000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076223030758183957 0.092692836835236006 0.042020400396594354 -0.080278015276456338 0.084416009074512272 -0.084630866661427995 0.0011274627154385039 leaf_weight=0.48289097053930063 0.65417858958244224 1.8421489382162679 1.5921080675907422 0.72362285852432151 0.88972215540707011 39.387842862633988 leaf_count=115 2 19 100 3 27 947 internal_value=7.94895e-05 0.000896658 -0.000454766 -0.00229181 0.00073646 -0.000766919 internal_weight=45.5725 45.0896 44.4354 42.5933 41.0012 40.2776 internal_count=1213 1098 1096 1077 977 974 is_linear=0 shrinkage=0.1 Tree=395 num_leaves=7 num_cat=0 split_feature=21 21 20 20 19 19 split_gain=0.216805 1.14695 0.328101 0.729562 1.66852 0.466349 threshold=0.78946906100000003 0.62272809245000016 0.79922031560000006 0.68528119330000015 0.88018356465000014 0.76380902595000011 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=0.00051284564890470834 0.021814662838106562 -0.092559408480569372 -0.040580041311118281 0.058512359396760055 -0.12502256166578771 0.05993764729550774 leaf_weight=42.463334333233433 4.1258624847978345 1.3616014644503582 1.8709378540515889 2.1875986624509087 1.0529690161347378 1.3630033880472172 leaf_count=1162 16 9 9 8 4 5 internal_value=-0.000222662 -0.0020303 0.000488503 0.002121 -0.00062774 0.00236096 internal_weight=54.4253 50.2994 48.9378 47.0669 44.8793 43.8263 internal_count=1213 1197 1188 1179 1171 1167 is_linear=0 shrinkage=0.1 Tree=396 num_leaves=7 num_cat=0 split_feature=19 4 14 2 5 4 split_gain=0.0574393 1.27724e-10 1.646e-11 8.93255e-12 3.9384e-12 3.26686e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 108.50000000000001 219.50000000000003 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=0.075011464909514547 -0.075026784379484221 -0.075004925278506426 -0.075018216538562374 -0.075003954765763561 -0.075010516391226856 -0.075006862676213037 leaf_weight=0.046176834381185472 0.003038884553461684 0.0097590003097138833 0.0010329469369025892 0.0224222005313095 0.0028328460575721684 0.017973840837839816 leaf_count=17 20 208 11 714 36 207 internal_value=-0.00790492 -0.0750068 -0.0750057 -0.0750055 -0.0750066 -0.0750074 internal_weight=0.103237 0.0570597 0.0540208 0.0529879 0.0305657 0.0208067 internal_count=1213 1196 1176 1165 451 243 is_linear=0 shrinkage=0.1 Tree=397 num_leaves=7 num_cat=0 split_feature=8 8 8 6 0 5 split_gain=0.243437 0.48956 0.428274 0.568205 0.57681 1.83218 threshold=7.2916023631910933 6.9301478636517562 6.7263909492949656 123.39221534797306 4.6811795000000016 200.50000000000003 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=0.004248885613265951 -0.03413292038245478 0.063840569954698348 -0.046537354599985432 0.042534402122784559 0.026627750897227676 -0.069138724072200827 leaf_weight=35.742929935950087 1.9996556347468857 1.2267898798454542 1.9099343687994395 3.1872224283870301 3.6786511950194818 4.3720513229491189 leaf_count=752 86 53 90 77 42 113 internal_value=8.23521e-05 0.00144752 -0.000118078 0.00176903 -0.0011978 -0.0253796 internal_weight=52.1172 50.1176 48.8908 46.9809 43.7936 8.0507 internal_count=1213 1127 1074 984 907 155 is_linear=0 shrinkage=0.1 Tree=398 num_leaves=7 num_cat=0 split_feature=9 6 6 6 9 8 split_gain=0.255164 0.85866 0.38053 0.551899 0.788805 0.548487 threshold=7.9624376805937027 123.3400999086484 111.87683212094403 113.62891290445585 7.870704012360048 4.4954850976912946 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=0.0036960269497512822 0.027350608097679627 -0.073041499322602996 0.078961927154394249 -0.079373316772746963 0.036513851123721797 -0.027219129746722828 leaf_weight=28.729331910435576 3.1914247417880679 1.6341886584414158 1.4596942053176452 0.82139176147757131 2.0613909544190392 7.1713365967152631 leaf_count=367 154 68 44 43 118 419 internal_value=9.41597e-05 -0.00198302 0.00090251 0.0288621 0.0034941 -0.00247943 internal_weight=45.0688 41.8773 40.2431 4.34248 2.88278 35.9007 internal_count=1213 1059 991 205 161 786 is_linear=0 shrinkage=0.1 Tree=399 num_leaves=7 num_cat=0 split_feature=19 21 19 0 7 0 split_gain=0.225939 0.538317 0.253767 0.213346 0.919213 0.633553 threshold=0.9405798606500001 0.21995678085000001 0.099150155650000016 23.872839500000005 81.226848822243241 10.013075500000001 decision_type=10 8 8 10 10 10 left_child=1 -1 -3 5 -5 -4 right_child=-2 2 3 4 -6 -7 leaf_value=-0.048640020319592428 0.045870657323584633 0.040447021666488933 -0.001510015368770057 -0.055749346500649645 0.043386946948321771 0.04414863357536214 leaf_weight=2.2749829738477274 1.0465021952986706 1.5864447355270384 41.752386658772593 2.7362594408914438 1.4210332855582235 3.2776113643776617 leaf_count=32 4 5 1000 115 8 49 internal_value=-0.000142703 -0.00105042 0.0010819 -0.000187753 -0.0218629 0.00181335 internal_weight=54.0952 53.0487 50.7737 49.1873 4.15729 45.03 internal_count=1213 1209 1177 1172 123 1049 is_linear=0 shrinkage=0.1 Tree=400 num_leaves=7 num_cat=0 split_feature=19 4 11 2 0 20 split_gain=0.0529643 1.02087e-10 7.24884e-12 6.99368e-12 3.9532e-12 3.00806e-12 threshold=1.0000000180025095e-35 109.00000000000001 17.500000000000004 5.5000000000000009 20.176897000000004 0.15581312665000005 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=0.07501061133139808 -0.075024836542478462 -0.075010414902952807 -0.075011556590386358 -0.075003757516756198 -0.075009714872491987 -0.0750054482088858 leaf_weight=0.042648903909139335 0.0028159316152596139 0.0012940095002704766 0.001765733423439996 0.022673917958172751 0.0028072345958207725 0.021153755216801073 leaf_count=17 20 9 46 716 35 370 internal_value=-0.00777122 -0.0750063 -0.0750053 -0.075005 -0.0750062 -0.0750057 internal_weight=0.0951595 0.0525106 0.0496947 0.0479289 0.025255 0.0224478 internal_count=1213 1196 1176 1130 414 379 is_linear=0 shrinkage=0.1 Tree=401 num_leaves=7 num_cat=0 split_feature=10 13 2 0 7 9 split_gain=0.217875 0.55861 0.264836 0.866246 1.21838 0.581871 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 2.7446330000000003 74.604207371536532 7.5629028176013291 decision_type=10 10 10 10 10 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.00089614606142123659 0.06057355602803384 -0.075047535349813677 0.064655040709398912 -0.046841221082240918 0.056335537018339155 -0.05270836112867755 leaf_weight=40.385549121245276 0.42092563130427052 1.0905872891889883 2.6415902675944372 2.9356655890587717 1.8758158320561049 2.1318906956585115 leaf_count=541 109 99 282 75 47 60 internal_value=0.000124918 -0.0372798 0.00125634 0.0186443 -0.00661648 -0.00179167 internal_weight=51.482 1.51151 49.9705 7.45307 4.81148 42.5174 internal_count=1213 208 1005 404 122 601 is_linear=0 shrinkage=0.1 Tree=402 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.263614 0.508019 0.296606 0.927465 0.476143 0.580919 threshold=59.000000000000007 63.000000000000007 0.00084900000000000004 108.50000000000001 126.00000000000001 168.50000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076142089429691431 0.091131407539317213 0.03956818739430365 -0.079928330967588862 0.083706065562132059 -0.083852275877216914 0.0010820574007425871 leaf_weight=0.44905796344391902 0.61479616165161033 1.7795762950263441 1.477614671923219 0.68004906177520652 0.82241406664252181 38.66243681126798 leaf_count=115 2 19 100 3 27 947 internal_value=8.86635e-05 0.000866012 -0.00041202 -0.00212056 0.000741889 -0.000687006 internal_weight=44.4859 44.0369 43.4221 41.6425 40.1649 39.4849 internal_count=1213 1098 1096 1077 977 974 is_linear=0 shrinkage=0.1 Tree=403 num_leaves=7 num_cat=0 split_feature=7 0 0 0 0 3 split_gain=0.220128 1.0095 0.747865 0.634988 1.89289 1.02469 threshold=76.317822447666359 31.825229500000003 25.140853500000002 0.16056050000000002 0.19793400000000003 3.5000000000000004 decision_type=10 10 10 10 8 10 left_child=2 -2 3 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0026952205433147837 -0.04461075608993316 0.0525404959281408 -0.058783456801317205 0.16390177114586776 -0.02655095628330045 0.03490568251934055 leaf_weight=33.303615720700691 4.0711817973433417 1.4506877753883598 1.9424176379106928 0.89370061340741536 4.2194432187825441 7.5992385348654352 leaf_count=467 307 11 101 22 64 241 internal_value=-0.000180175 -0.0190875 0.00199679 0.00456243 0.0235759 0.0129648 internal_weight=53.4803 5.52187 47.9584 46.016 12.7124 11.8187 internal_count=1213 318 895 794 327 305 is_linear=0 shrinkage=0.1 Tree=404 num_leaves=7 num_cat=0 split_feature=19 4 11 14 2 0 split_gain=0.0496178 8.25279e-11 4.61283e-12 6.50013e-12 5.14975e-12 4.22219e-12 threshold=1.0000000180025095e-35 109.00000000000001 12.500000000000002 2.5000000000000004 5.5000000000000009 3.9394770000000006 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075010078547108824 -0.07502313174942804 -0.075004603371628953 -0.075005665961410561 -0.075012580198625167 -0.075003167067829127 -0.075008336202798231 leaf_weight=0.040443696198053658 0.0026202593398920717 0.010700364745389379 0.010756559115975506 0.001556406065901684 0.018611014400221393 0.004227179101690127 leaf_count=17 20 281 196 18 624 57 internal_value=-0.00677029 -0.0750059 -0.0750049 -0.0750065 -0.0750043 -0.0750057 internal_weight=0.0889155 0.0484718 0.0458515 0.012313 0.0335386 0.0149275 internal_count=1213 1196 1176 214 962 338 is_linear=0 shrinkage=0.1 Tree=405 num_leaves=7 num_cat=0 split_feature=15 14 16 7 7 0 split_gain=0.22726 0.382591 0.474159 0.233295 0.987159 0.695085 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 73.565496186226582 72.192781170150241 0.27086550000000004 decision_type=10 10 8 10 10 10 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.00095999357890818422 -0.077726873182169032 0.081707080158975987 0.067284619745682867 -0.019426669896330455 -0.086725602706341387 0.03696365390093153 leaf_weight=38.322729064326268 1.3044423093670034 0.24480221490375687 0.27260860835667711 3.5165542432805506 1.3284029602073122 5.7766803425911348 leaf_count=607 95 11 84 170 16 230 internal_value=7.38586e-05 -0.0346053 -0.0526602 0.00136472 -0.00197767 0.0156256 internal_weight=50.7662 1.82185 1.57705 48.9444 39.6511 9.29323 internal_count=1213 190 179 1023 623 400 is_linear=0 shrinkage=0.1 Tree=406 num_leaves=7 num_cat=0 split_feature=20 21 19 19 19 20 split_gain=0.256937 0.398651 1.16155 0.369232 0.747799 0.602101 threshold=0.15581312665000005 0.077853006800000013 0.9405798606500001 0.88018356465000014 0.8365947652000002 0.70806328110000016 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=-0.038091210076867783 0.076393387055538012 -0.0012308427239690603 -0.12695088395894083 0.067952948160890814 -0.094057349727037609 0.038903971913154665 leaf_weight=1.7016867169295435 0.69973132759332657 34.903828797250753 0.70534652471542258 0.84355517476797004 0.80914080142974754 4.1861951723694792 leaf_count=26 2 1164 2 3 2 14 internal_value=4.7e-06 0.00154279 0.000279158 0.00248179 0.00109759 0.00306724 internal_weight=43.8495 42.1478 41.4481 40.7427 39.8992 39.09 internal_count=1213 1187 1185 1183 1180 1178 is_linear=0 shrinkage=0.1 Tree=407 num_leaves=7 num_cat=0 split_feature=9 9 10 9 9 8 split_gain=0.203736 0.332786 0.394061 0.297738 0.43753 0.950562 threshold=7.8464943593056891 7.9966239479282715 35.000000000000007 7.5629028176013291 6.3944237114723839 4.9765297877802039 decision_type=10 10 8 10 10 10 left_child=3 2 -2 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.0022085919007519684 -0.076863439557411872 0.051869208077634191 0.050106079676541841 0.036384093344877341 0.082606505242796627 -0.055663310174333562 leaf_weight=45.02901907154228 1.2610144453838061 0.38191272749645566 0.30320966744329791 2.2903932758636065 0.59181263297796194 3.1098049188731238 leaf_count=586 270 34 37 155 3 128 internal_value=-6.33147e-05 -0.0318188 -0.0522516 0.00114796 -0.000508176 -0.0335568 internal_weight=52.9672 1.94614 1.56422 51.021 48.7306 3.70162 internal_count=1213 341 307 872 717 131 is_linear=0 shrinkage=0.1 Tree=408 num_leaves=7 num_cat=0 split_feature=19 4 10 11 2 0 split_gain=0.0467842 6.56702e-11 4.05792e-12 3.05934e-12 2.38569e-12 3.16315e-12 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 17.500000000000004 5.5000000000000009 20.176897000000004 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=0.075009861481567269 -0.075021420317932727 -0.075004938703889357 -0.075001980758646697 -0.075009794242486189 -0.075003690679343177 -0.075008742012013588 leaf_weight=0.038806901371572167 0.0024271960010082685 0.019280008243185875 0.0055292140252731761 0.0012276435081730588 0.013843512255220958 0.0024664833945280398 leaf_count=17 20 379 271 18 473 35 internal_value=-0.00535286 -0.0750054 -0.0750045 -0.0750049 -0.0750047 -0.0750054 internal_weight=0.083581 0.0447741 0.0423469 0.0368176 0.03559 0.0217465 internal_count=1213 1196 1176 905 887 414 is_linear=0 shrinkage=0.1 Tree=409 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 7 split_gain=0.240268 0.495556 0.63973 0.296375 0.665925 0.534385 threshold=0.11311668870000001 0.88018356465000014 0.62152410415000003 0.37052061300000005 0.24436702830000004 83.63472603049955 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=0.047135903480699973 -0.0016289074986380941 0.075728966988521759 -0.047736608118620544 0.024025462205084704 -0.06252728699920608 0.061751076052060795 leaf_weight=1.0641874815337358 37.548892140039243 0.82992162555456062 2.9007942527532569 4.8643091768026343 1.7450515180826176 1.3791635800153006 leaf_count=23 1109 6 18 31 12 14 internal_value=0.000125001 -0.000890431 -0.0022032 0.000697341 -0.00209259 0.000616552 internal_weight=50.3323 49.2681 48.4382 45.5374 40.6731 38.9281 internal_count=1213 1190 1184 1166 1135 1123 is_linear=0 shrinkage=0.1 Tree=410 num_leaves=7 num_cat=0 split_feature=0 2 8 3 2 7 split_gain=0.22641 0.300111 0.534452 0.404651 0.750713 0.521878 threshold=60.179110500000007 12.500000000000002 7.0701541328802415 6.5000000000000009 6.5000000000000009 24.527952783991704 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=0.0032533728406837488 0.050231997938956052 -0.051736016191240519 0.020858378732699186 0.081029116272010537 0.0025171265440834933 -0.030488694656306572 leaf_weight=26.866822043666616 0.88014930067583819 2.8286273174671797 1.5809818985871968 1.7446695937542234 4.0334053422266152 5.5267264267604324 leaf_count=369 14 264 88 19 214 245 internal_value=2.92952e-05 -0.00100839 -0.0257087 0.001845 0.0262235 -0.00250343 internal_weight=43.4614 42.5812 4.40961 38.1716 5.77807 32.3935 internal_count=1213 1199 352 847 233 614 is_linear=0 shrinkage=0.1 Tree=411 num_leaves=7 num_cat=0 split_feature=21 21 21 21 19 21 split_gain=0.206157 0.95955 0.740591 1.0591 0.37156 1.24346 threshold=0.91302578255000011 0.87646589255000007 0.78946906100000003 0.62272809245000016 0.59331907385000016 0.53514027195000013 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=0.022713295209855343 0.04443895573727577 -0.10603104231047876 0.057517758904457143 -0.091340912973009974 -2.3219669893547164e-05 -0.10782445648101435 leaf_weight=6.5562531705872971 1.0174904018640507 0.85563777200877567 2.1989798545837393 1.2864183075726021 39.514767868815397 1.0997855141758908 leaf_count=42 4 6 6 9 1141 5 internal_value=-0.000135493 -0.00101595 0.000757865 -0.00181789 0.000623539 -0.00294233 internal_weight=52.5293 51.5118 50.6562 48.4572 47.1708 40.6146 internal_count=1213 1209 1203 1197 1188 1146 is_linear=0 shrinkage=0.1 Tree=412 num_leaves=7 num_cat=0 split_feature=20 4 10 11 20 4 split_gain=0.044169 5.26074e-11 3.1656e-12 2.41779e-12 1.7798e-12 1.24591e-12 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 17.500000000000004 0.15581312665000005 465.00000000000006 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=0.075009556879708575 -0.075019883339027246 -0.075008445169007537 -0.07500186287488092 -0.075009099795070727 -0.075004794336871988 -0.075003535750847089 leaf_weight=0.037323231692425907 0.002253363576528499 0.0010355754893680569 0.0051619212911191417 0.0011152505085192379 0.017622811097680824 0.014205779875396729 leaf_count=17 20 9 271 18 344 534 internal_value=-0.00387728 -0.075005 -0.0750042 -0.0750045 -0.0750044 -0.0750042 internal_weight=0.0787179 0.0413947 0.0391413 0.0339794 0.0328642 0.0318286 internal_count=1213 1196 1176 905 887 878 is_linear=0 shrinkage=0.1 Tree=413 num_leaves=7 num_cat=0 split_feature=20 20 20 19 19 21 split_gain=0.233479 0.351532 0.579061 0.311323 0.441804 0.897618 threshold=0.84371861875000009 0.76592940720000013 0.67153127420000003 0.62152410415000003 0.29974229910000011 0.49659266935000007 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=0.0012567199460022692 0.039396621810120956 -0.056243691471919571 0.074480883621288616 -0.032976923826698944 0.038866494961635821 -0.070404149240986244 leaf_weight=38.852129577542655 1.466486059129237 1.1292632706463326 1.0270335748791684 2.9312848746776572 2.8342618793249121 1.8302878290414799 leaf_count=1141 10 6 9 17 22 8 internal_value=8.41706e-05 -0.00110196 0.000209665 -0.00143258 0.000692245 -0.00196728 internal_weight=50.0707 48.6043 47.475 46.448 43.5167 40.6824 internal_count=1213 1203 1197 1188 1171 1149 is_linear=0 shrinkage=0.1 Tree=414 num_leaves=7 num_cat=0 split_feature=5 6 6 8 9 0 split_gain=0.230466 0.492086 0.36422 0.515203 1.24708 0.731092 threshold=44852.000000000007 125.38956572919442 111.87683212094403 4.4954850976912946 6.0513618093080739 0.059479500000000005 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=0.0030058627557722171 0.042182841829989846 -0.054692422314642102 0.02460637467164109 -0.079150308622875171 0.064937306686280227 -0.025645681125940872 leaf_weight=27.932323579443619 1.2572820350760583 1.6558812563307572 5.5931817598757325 2.7672582896193481 1.4505680065485651 2.3097508063583518 leaf_count=367 50 94 286 125 38 253 internal_value=-1.9251e-07 -0.00127177 0.000936761 -0.00290505 -0.0281986 0.00929731 internal_weight=42.9662 41.709 40.0531 34.4599 6.52758 3.76032 internal_count=1213 1163 1069 783 416 291 is_linear=0 shrinkage=0.1 Tree=415 num_leaves=7 num_cat=0 split_feature=4 4 0 4 2 4 split_gain=0.197608 0.673099 0.245522 0.22675 1.44256 1.26982 threshold=32495.000000000004 4353.5000000000009 17.877716500000002 219.50000000000003 1.5000000000000002 267.00000000000006 decision_type=10 10 8 10 10 10 left_child=1 3 -2 4 -1 -5 right_child=2 -3 -4 5 -6 -7 leaf_value=0.0038855305737244029 0.076161058228400247 -0.062312294057365242 -0.02037453216608617 0.10013071030387051 -0.062173814504616759 0.002175336091456963 leaf_weight=28.51199016906321 0.72569880570153933 1.7295365832278538 0.41362381994258623 1.4460853040218378 3.7392391115427008 15.597030745427217 leaf_count=240 28 327 42 5 74 497 internal_value=-7.47847e-05 -0.000994507 0.0411144 0.00115688 -0.00377345 0.0104867 internal_weight=52.1632 51.0239 1.13932 49.2943 32.2512 17.0431 internal_count=1213 1143 70 816 314 502 is_linear=0 shrinkage=0.1 Tree=416 num_leaves=7 num_cat=0 split_feature=19 4 10 11 2 5 split_gain=0.040993 4.15873e-11 2.49997e-12 1.95987e-12 1.64831e-12 1.65013e-12 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 17.500000000000004 5.5000000000000009 108.50000000000001 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=0.075008924164264301 -0.075018391041632979 -0.075003364439421794 -0.075001731895678575 -0.075008483058540645 -0.075003112754954998 -0.075005329056796743 leaf_weight=0.034835411061067134 0.0020849961783824247 0.0066453104300308033 0.0047651356850337825 0.0010286771803293951 0.011669834396911938 0.011987205250989064 leaf_count=17 20 208 271 18 473 206 internal_value=-0.00343481 -0.0750047 -0.0750039 -0.0750042 -0.075004 -0.0750046 internal_weight=0.0730166 0.0381812 0.0360962 0.031331 0.0303024 0.0186325 internal_count=1213 1196 1176 905 887 414 is_linear=0 shrinkage=0.1 Tree=417 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 20 split_gain=0.222988 0.417474 0.548916 0.292368 0.294635 0.529497 threshold=0.11311668870000001 0.88018356465000014 0.62152410415000003 0.18647970780000003 0.84371861875000009 0.70806328110000016 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=0.045401177703544932 0.051575838173535095 0.068147857163891976 -0.0454011062734564 -0.00033563492253263006 0.058867912921937528 -0.084194780799411645 leaf_weight=1.0659184014075433 1.0965468436479566 0.86172328889369865 2.7561398074030867 42.306247055705171 0.81489945948123832 0.76658731326460738 leaf_count=23 8 6 18 1148 6 4 internal_value=0.000156467 -0.000835818 -0.00208099 0.000573192 -0.000701122 -0.00182812 internal_weight=49.6681 48.6021 47.7404 44.9843 43.8877 43.0728 internal_count=1213 1190 1184 1166 1158 1152 is_linear=0 shrinkage=0.1 Tree=418 num_leaves=7 num_cat=0 split_feature=7 7 9 13 4 4 split_gain=0.222702 0.738476 0.268558 0.503107 0.266067 1.03432 threshold=78.999015316736262 83.214593831120908 6.0140020083714285 49199.500000000007 5872.0000000000009 7277.5000000000009 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=-0.0054827723362468736 0.086271729421511914 -0.080736620645146542 -0.078109214090627516 0.0562155820151959 0.088452337096241812 -0.0062753949746360664 leaf_weight=33.279223646983155 1.0870319604873655 0.53319491911679495 0.38079464886686731 1.0413877377286553 1.5296312150312577 4.6771176875627134 leaf_count=742 5 13 106 26 48 273 internal_value=7.0934e-05 0.0261406 0.0488515 0.0202496 -0.00193774 0.0170699 internal_weight=42.5284 3.04241 2.50921 1.42218 39.486 6.20675 internal_count=1213 150 137 132 1063 321 is_linear=0 shrinkage=0.1 Tree=419 num_leaves=7 num_cat=0 split_feature=5 6 0 0 3 6 split_gain=0.183806 0.362934 0.284395 1.7282 1.18727 1.16254 threshold=4795.5000000000009 83.983371416288037 0.16056050000000002 0.19793400000000003 2.5000000000000004 75.37430065061649 decision_type=10 10 10 8 10 8 left_child=2 -2 4 -4 -1 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.0014138949311530032 0.057755412243408369 -0.050354411558835147 0.1457453717900887 -0.043014329583201512 -0.067343663540652771 0.021256436997427377 leaf_weight=31.779955981299281 0.38342673238366787 1.6332115963296017 0.91352454276056683 3.8584165740758172 2.7268413685487749 10.400817547837505 leaf_count=293 9 242 58 78 243 290 internal_value=-0.000203832 -0.0297993 0.000997536 0.0124077 -0.00401955 0.00386536 internal_weight=51.6962 2.01664 49.6796 15.1728 34.5068 14.2592 internal_count=1213 251 962 426 536 368 is_linear=0 shrinkage=0.1 Tree=420 num_leaves=7 num_cat=0 split_feature=19 4 10 11 2 0 split_gain=0.038614 3.31602e-11 2.01633e-12 1.36631e-12 1.71992e-12 1.7151e-12 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 12.500000000000002 5.5000000000000009 20.176897000000004 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=0.075008595381546778 -0.075017050879850805 -0.075003919493513954 -0.075001583133780095 -0.075006253365934888 -0.075002600681151513 -0.075007047158216877 leaf_weight=0.033379375818185508 0.0019334966236783649 0.01530267103589722 0.0043876986986788316 0.0022441464666371749 0.0094621099140113074 0.0019801424496108657 leaf_count=17 20 379 271 32 459 35 internal_value=-0.00210632 -0.0750043 -0.0750036 -0.0750039 -0.0750037 -0.0750043 internal_weight=0.0686896 0.0353103 0.0333768 0.0289891 0.0267449 0.0172828 internal_count=1213 1196 1176 905 873 414 is_linear=0 shrinkage=0.1 Tree=421 num_leaves=7 num_cat=0 split_feature=15 16 9 6 5 9 split_gain=0.207526 0.331416 0.243468 0.667069 0.758278 1.41757 threshold=4.5000000000000009 2.0000000000000004 6.1021579087979108 83.77714566791245 169.00000000000003 5.6838105482676164 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=-0.0028312145582322567 -0.054795129604338889 0.065864077722027528 0.01558378334308041 -0.03510407784570025 0.090125407436675853 -0.025257915840730068 leaf_weight=28.378648657351732 1.3691648051899381 0.2730379317072219 9.6770988433563598 5.2973211826756588 2.5469090525584752 1.8297265740111468 leaf_count=323 100 90 462 65 91 82 internal_value=0.000218508 -0.0347339 0.00142109 -0.0021806 0.00314392 0.0418875 internal_weight=49.3719 1.6422 47.7297 38.0526 32.7553 4.37664 internal_count=1213 190 1023 561 496 173 is_linear=0 shrinkage=0.1 Tree=422 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.244836 0.450506 0.276266 0.852523 0.431573 0.541818 threshold=59.000000000000007 63.000000000000007 0.00084900000000000004 108.50000000000001 126.00000000000001 168.50000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076051173353558155 0.08921690464453666 0.039235619138130833 -0.079578434792681729 0.082895478563391189 -0.083368316212584892 0.0010791973873407223 leaf_weight=0.41829030343796958 0.56890577077865501 1.6878361981653132 1.3701021829619993 0.62839323282241721 0.7758275093510737 36.697987877567357 leaf_count=115 2 19 100 3 27 947 internal_value=7.48126e-05 0.000837896 -0.000383657 -0.00207778 0.000709038 -0.000669136 internal_weight=42.1473 41.7291 41.1601 39.4723 38.1022 37.4738 internal_count=1213 1098 1096 1077 977 974 is_linear=0 shrinkage=0.1 Tree=423 num_leaves=7 num_cat=0 split_feature=19 21 19 21 21 19 split_gain=0.180393 0.488761 0.217307 0.185244 0.98115 0.642853 threshold=0.9405798606500001 0.21995678085000001 0.099150155650000016 0.24581294725000002 0.30524891520000003 0.69246639775000018 decision_type=10 8 8 8 8 10 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.046872883360673308 0.040940372135660943 0.038303619789845131 0.048134591283835834 -0.11015409328390434 -0.0024953028210770553 0.042651484912730811 leaf_weight=2.2314080812257089 1.0407289490103711 1.5126715525984762 0.77933691442012787 0.80940620601177216 41.549359453485522 3.4130547903478137 leaf_count=32 4 5 3 2 1157 10 internal_value=-0.000268752 -0.00112147 0.00100259 -0.000209505 -0.00103264 0.000931748 internal_weight=51.336 50.2952 48.0638 46.5512 45.7718 44.9624 internal_count=1213 1209 1177 1172 1169 1167 is_linear=0 shrinkage=0.1 Tree=424 num_leaves=7 num_cat=0 split_feature=20 4 10 11 2 0 split_gain=0.0367284 2.68301e-11 1.63054e-12 1.2589e-12 1.38043e-12 1.46951e-12 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 12.500000000000002 5.5000000000000009 20.176897000000004 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=0.075008411608419756 -0.075015892720731267 -0.07500362786101987 -0.075001470567638007 -0.075005973509797375 -0.075002411955111106 -0.075006626486210815 leaf_weight=0.032602859078906476 0.0018017158799921154 0.014129088932349987 0.0040580091531978715 0.0020975115662622548 0.0087469249785954162 0.0018480424423614741 leaf_count=17 20 379 271 32 459 35 internal_value=-8.79238e-05 -0.075004 -0.0750033 -0.0750036 -0.0750034 -0.075004 internal_weight=0.0652842 0.0326813 0.0308796 0.0268216 0.0247241 0.0159771 internal_count=1213 1196 1176 905 873 414 is_linear=0 shrinkage=0.1 Tree=425 num_leaves=7 num_cat=0 split_feature=0 6 0 0 4 0 split_gain=0.208722 0.297772 0.257549 0.913514 0.350814 0.344736 threshold=43.150867500000011 127.70958684588204 23.872839500000005 20.176897000000004 2168.5000000000005 4.6811795000000016 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=0.0033181499190870012 -0.03977681038576128 0.056206350456709978 0.0072445038216189181 -0.098666038064188943 0.07685912188898536 -0.02483518521599375 leaf_weight=36.936797011323506 1.2796219557058055 0.96247914433479209 2.8612437224946912 0.95983628556132217 0.96907001826912154 4.9298839768744065 leaf_count=901 30 16 47 3 42 174 internal_value=7.83724e-05 0.00114936 1.35921e-05 -0.00220835 0.024857 3.03937e-06 internal_weight=48.8989 47.6193 46.6568 42.8265 3.83031 41.8667 internal_count=1213 1183 1167 1078 89 1075 is_linear=0 shrinkage=0.1 Tree=426 num_leaves=7 num_cat=0 split_feature=20 21 19 19 19 20 split_gain=0.222432 0.391847 0.988989 0.330967 0.637494 0.485653 threshold=0.15581312665000005 0.077853006800000013 0.9405798606500001 0.88018356465000014 0.8365947652000002 0.70806328110000016 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=-0.036059475329618271 0.075957398692001576 -0.0011993545553419913 -0.11961447934376179 0.064267788484471941 -0.09133037477417813 0.035313346218025309 leaf_weight=1.6310815324686698 0.69663587957620621 32.945092544141517 0.67598558962345023 0.84562017023563285 0.73312482237815757 4.0956987366080275 leaf_count=26 2 1164 2 3 2 14 internal_value=0.000138158 0.00161448 0.00029652 0.00239541 0.00101031 0.00283795 internal_weight=41.6232 39.9922 39.2955 38.6195 37.7739 37.0408 internal_count=1213 1187 1185 1183 1180 1178 is_linear=0 shrinkage=0.1 Tree=427 num_leaves=7 num_cat=0 split_feature=4 4 0 4 2 4 split_gain=0.175722 0.595044 0.215941 0.213386 1.21479 1.15091 threshold=32495.000000000004 4353.5000000000009 17.877716500000002 219.50000000000003 1.5000000000000002 267.00000000000006 decision_type=10 10 8 10 10 10 left_child=1 3 -2 4 -1 -5 right_child=2 -3 -4 5 -6 -7 leaf_value=0.0030802451135424867 0.075150354792883262 -0.060952106837553671 -0.017945195230126765 0.098063018671848384 -0.059021217590556646 0.0022280297474746059 leaf_weight=28.340506379492584 0.66139595017375419 1.6046703856736702 0.39975444576703023 1.3670266270637537 3.5437936205416909 15.03971195707163 leaf_count=240 28 327 42 5 74 497 internal_value=-0.000187947 -0.00104433 0.0400796 0.000946353 -0.00382205 0.0102131 internal_weight=50.9569 49.8957 1.06115 48.291 31.8843 16.4067 internal_count=1213 1143 70 816 314 502 is_linear=0 shrinkage=0.1 Tree=428 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=0.033933 2.11386e-11 1.32291e-12 7.69985e-13 8.40104e-13 1.17736e-12 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075007784914629089 -0.075014698566553462 -0.075002685513972878 -0.07500136251442846 -0.075003664516517771 -0.075001528699284309 -0.075006210091945441 leaf_weight=0.030095036549028009 0.0016664000941091208 0.0097707602744776523 0.0037550343442944714 0.011429169040866327 0.0014395405928553382 0.0021603739903639516 leaf_count=17 20 434 271 325 69 77 internal_value=-0.00015497 -0.0750038 -0.0750031 -0.0750034 -0.0750038 -0.0750041 internal_weight=0.0603163 0.0302213 0.0285549 0.0247998 0.0150291 0.0135895 internal_count=1213 1196 1176 905 471 402 is_linear=0 shrinkage=0.1 Tree=429 num_leaves=7 num_cat=0 split_feature=21 20 20 21 20 20 split_gain=0.219006 0.211676 0.857585 0.294235 0.232618 0.660189 threshold=0.11311668870000001 0.84371861875000009 0.70806328110000016 0.87646589255000007 0.34051073370000001 0.51009190655000014 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=0.045045201324147487 -0.029735043232268485 0.036252021092097707 -0.083212024135182458 0.044474972144132936 0.089861157859321972 -0.0012355788708675384 leaf_weight=1.0598383162869138 2.6980707570910454 1.484177604317664 1.2680857144296158 1.4511463120579708 0.81180347502231598 39.713372357131448 leaf_count=23 18 10 7 9 8 1138 internal_value=8.69959e-05 -0.00091768 -0.00211845 0.000183394 -0.00130362 0.000589278 internal_weight=48.4865 47.4267 45.9425 44.6744 43.2232 40.5252 internal_count=1213 1190 1180 1173 1164 1146 is_linear=0 shrinkage=0.1 Tree=430 num_leaves=7 num_cat=0 split_feature=10 10 10 13 8 6 split_gain=0.204121 0.631976 0.307148 0.491341 0.24435 0.529375 threshold=30.500000000000004 35.000000000000007 13.500000000000002 27019.000000000004 7.2916023631910933 123.39221534797306 decision_type=10 8 10 8 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0016853992113039834 0.06387162744050047 -0.075368791161113002 0.026200562313269279 -0.07793300240812906 0.043028629365470916 -0.058324322894429653 leaf_weight=34.65210060577374 1.4466684073850034 0.42077306105056789 0.713068115292117 1.2428719985473424 1.3146184538491059 1.5351319257169951 leaf_count=679 67 141 36 178 39 73 internal_value=0.000192214 0.0324979 -0.00133674 -0.0399695 0.000678188 -0.000860328 internal_weight=41.3252 1.86744 39.4578 1.95594 37.5019 36.1872 internal_count=1213 208 1005 214 791 752 is_linear=0 shrinkage=0.1 Tree=431 num_leaves=7 num_cat=0 split_feature=20 19 20 21 20 19 split_gain=0.184459 0.539011 0.595475 0.615658 1.66299 0.989291 threshold=0.48973562925000008 0.16732172635000001 0.79922031560000006 0.51535634140000008 0.55274229250000018 0.49277379045000008 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=-0.015615809225939782 0.077167491637751218 0.03570438684265128 -0.053355171099372434 -0.00046127060335052894 -0.11896417947315481 0.10180084395807612 leaf_weight=6.7584967686548225 0.93691249191761017 5.0657989624887705 1.9596030712127674 33.627607584327052 1.1668107360601414 0.97339078783988853 leaf_count=50 3 19 12 1121 6 2 internal_value=-0.000240688 0.00213554 0.000492793 0.00307695 -0.00154407 0.00241555 internal_weight=50.4886 43.7301 42.7932 40.8336 35.7678 34.601 internal_count=1213 1163 1160 1148 1129 1123 is_linear=0 shrinkage=0.1 Tree=432 num_leaves=7 num_cat=0 split_feature=19 4 2 11 0 3 split_gain=0.0320535 1.69194e-11 8.5949e-13 1.31919e-12 1.08668e-12 7.87734e-13 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 12.500000000000002 20.176897000000004 14.500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 4 -4 -3 -5 right_child=1 2 3 5 -6 -7 leaf_value=0.075007583440108661 -0.075013645588709876 -0.075003107736971025 -0.075001837095112767 -0.075002679758330665 -0.075005869569621422 -0.075006605007677168 leaf_weight=0.029123441257979721 0.0015471906899620072 0.012134894832342979 0.010537498597273043 0.0010385184227175168 0.0016141460564540475 0.0010070223684124358 leaf_count=17 20 382 624 98 35 37 internal_value=0.00163916 -0.0750035 -0.0750029 -0.0750023 -0.0750034 -0.0750046 internal_weight=0.0570027 0.0278793 0.0263321 0.012583 0.013749 0.00204554 internal_count=1213 1196 1176 759 417 135 is_linear=0 shrinkage=0.1 Tree=433 num_leaves=7 num_cat=0 split_feature=4 4 3 5 5 6 split_gain=0.19974 1.11078 1.96273 0.634533 0.615051 0.297312 threshold=126.00000000000001 149.00000000000003 1.0000000180025095e-35 63.000000000000007 76.000000000000014 83.77714566791245 decision_type=8 8 8 10 8 8 left_child=3 -2 -3 -1 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.012889224022472943 0.083162571632641805 -0.084877047781766871 0.065089943135523673 -0.057875161619912324 0.016562532201387811 -0.003409129665538288 leaf_weight=2.8481639847159377 1.6335189454257477 2.6086396574974051 1.6176605466753233 2.2827153950929642 10.297272668511139 26.994470616540639 leaf_count=38 40 17 48 29 277 764 internal_value=5.89613e-05 0.00227683 -0.000905605 -0.0185937 0.00472417 0.00210559 internal_weight=48.2824 43.1516 41.518 5.13088 38.9094 37.2917 internal_count=1213 1146 1106 67 1089 1041 is_linear=0 shrinkage=0.1 Tree=434 num_leaves=7 num_cat=0 split_feature=20 21 19 20 20 21 split_gain=0.204867 0.363057 0.867335 0.258885 0.642353 0.696188 threshold=0.15581312665000005 0.077853006800000013 0.9405798606500001 0.20344614855000001 0.25338011470000005 0.30524891520000003 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=-0.034636298502170329 0.073551451441329213 0.045197403811849814 -0.11422859516048674 -0.095480837521628753 0.044867614643154953 -0.0020010082703035589 leaf_weight=1.6178271232201948 0.69038592278957367 1.3595222160220144 0.64911829680204292 0.68066248297691345 3.5126135647296906 32.425821650074795 leaf_count=26 2 6 2 3 13 1161 internal_value=0.000238675 0.00167368 0.000389022 0.00234803 0.000757201 0.00257992 internal_weight=40.936 39.3181 38.6277 37.9786 36.6191 35.9384 internal_count=1213 1187 1185 1183 1177 1174 is_linear=0 shrinkage=0.1 Tree=435 num_leaves=7 num_cat=0 split_feature=21 20 21 21 19 7 split_gain=0.208221 0.509131 0.796817 0.508896 1.68441 1.27489 threshold=0.91302578255000011 0.48973562925000008 0.30524891520000003 0.30524891520000003 0.88018356465000014 87.44524843734844 decision_type=10 8 8 10 8 8 left_child=1 2 -1 4 -3 -6 right_child=-2 3 -4 -5 5 -7 leaf_value=0.015571807352385293 0.04479327541187153 -0.093539113813894501 -0.058281465941995882 0.026439912689198982 -0.00049437522449929624 0.11555103483025769 leaf_weight=2.4582599845393815 1.0055684559047211 1.9156047403812406 3.6007537040859461 7.4349080659449092 32.799073168629548 0.97485131025314231 leaf_count=29 4 11 19 29 1119 2 internal_value=-0.000253254 -0.00117424 -0.0283178 0.00263944 -0.00231872 0.00285516 internal_weight=50.189 49.1835 6.05901 43.1244 35.6895 33.7739 internal_count=1213 1209 48 1161 1132 1121 is_linear=0 shrinkage=0.1 Tree=436 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=0.0295746 1.33139e-11 8.52703e-13 5.16259e-13 5.31342e-13 7.66733e-13 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075006974838465773 -0.075012610742682145 -0.075002288443742654 -0.075001137519839153 -0.075003154362888222 -0.075001314837392211 -0.075005373192087832 leaf_weight=0.026834770396817476 0.0014275016455940195 0.0083234223911858862 0.0031451464146243771 0.0097878070770320846 0.0012212254005135046 0.0018520802507282505 leaf_count=17 20 434 271 325 69 77 internal_value=0.0015387 -0.0750032 -0.0750027 -0.0750029 -0.0750033 -0.0750035 internal_weight=0.052592 0.0257572 0.0243297 0.0211845 0.0128611 0.0116399 internal_count=1213 1196 1176 905 471 402 is_linear=0 shrinkage=0.1 Tree=437 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 7 split_gain=0.214929 0.387546 0.472757 0.306437 0.614518 0.542531 threshold=0.11311668870000001 0.88018356465000014 0.62152410415000003 0.37052061300000005 0.24436702830000004 83.63472603049955 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=0.044969803438586836 -0.0021239264696200906 0.065195431843767221 -0.043215221108089681 0.024563026261961506 -0.061725394433276973 0.062996866138621807 leaf_weight=1.0503199836530255 35.481563847017242 0.87388113513588805 2.6273788325488558 4.7057253159582606 1.674076847732066 1.3271908466704179 leaf_count=23 1109 6 18 31 12 14 internal_value=0.000233879 -0.000772487 -0.00203074 0.000474719 -0.00247083 0.000224094 internal_weight=47.7401 46.6898 45.8159 43.1886 38.4828 36.8088 internal_count=1213 1190 1184 1166 1135 1123 is_linear=0 shrinkage=0.1 Tree=438 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.222167 0.410024 0.253565 0.803223 0.38063 0.502251 threshold=59.000000000000007 63.000000000000007 0.00084900000000000004 108.50000000000001 126.00000000000001 168.50000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075977209553898056 0.087831051228959872 0.038318958474051534 -0.079524708739844796 0.081953844795416619 -0.08278057567684699 0.0010151120208050895 leaf_weight=0.38159450772218306 0.53276179730892081 1.6153252423682705 1.2953882205765683 0.5661899596452703 0.73003111872821946 35.406025493204652 leaf_count=115 2 19 100 3 27 947 internal_value=-3.47202e-05 0.000687131 -0.000484883 -0.00213448 0.00059697 -0.000677753 internal_weight=40.5273 40.1457 39.613 37.9976 36.7022 36.1361 internal_count=1213 1098 1096 1077 977 974 is_linear=0 shrinkage=0.1 Tree=439 num_leaves=7 num_cat=0 split_feature=7 0 0 7 9 6 split_gain=0.194393 0.833242 0.554732 0.525075 0.798164 1.10113 threshold=76.317822447666359 31.825229500000003 25.140853500000002 74.14298080054165 6.0865556372042251 81.715793397816114 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=-0.00072224677739238989 -0.043790336538510617 0.049559885652785449 -0.05476143969977746 0.049732827037472088 -0.056104997479535429 0.056738628125008787 leaf_weight=34.547308886425526 3.6119694143085317 1.3004423975944517 1.6643569815205399 2.3795955817327004 2.2780628988748495 3.6913358836318357 leaf_count=401 307 11 101 162 131 100 internal_value=-0.00019888 -0.0190781 0.00188239 0.00408014 0.0013989 0.00482469 internal_weight=49.4731 4.91241 44.5607 42.8963 40.5167 38.2386 internal_count=1213 318 895 794 632 501 is_linear=0 shrinkage=0.1 Tree=440 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=0.0279121 1.07528e-11 6.71393e-13 4.04721e-13 4.22693e-13 6.25139e-13 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.854839424013804 22.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075006718799764727 -0.075011738335034425 -0.075002125812930892 -0.075001073536657234 -0.075002918294805973 -0.075001217779353133 -0.075004999622733659 leaf_weight=0.025844443181995302 0.0013283624621180925 0.0076791172980392721 0.0029505703587346934 0.0090448796030386802 0.0011306047413199858 0.0017170474918657428 leaf_count=17 20 434 271 325 69 77 internal_value=0.0030112 -0.075003 -0.0750025 -0.0750027 -0.0750031 -0.0750033 internal_weight=0.049695 0.0238506 0.0225222 0.0195716 0.0118925 0.0107619 internal_count=1213 1196 1176 905 471 402 is_linear=0 shrinkage=0.1 Tree=441 num_leaves=7 num_cat=0 split_feature=20 19 20 20 21 19 split_gain=0.20606 0.241234 0.429649 0.515832 0.534552 0.875043 threshold=0.67153127420000003 0.62152410415000003 0.55274229250000018 0.48973562925000008 0.62272809245000016 0.24436702830000004 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=0.071225082342475668 0.023737353055512302 -0.030261679835493729 0.071477454439484167 -0.083088468501522142 -0.088484810503674113 0.0010203759064989376 leaf_weight=1.0351630352670325 3.430261965841054 2.7726280577480784 0.82894579321145911 0.75578876584768195 1.1251554191112516 37.380023602221627 leaf_count=27 25 17 7 4 4 1129 internal_value=0.000132831 -0.00171168 0.000213147 -0.00125286 0.00031138 -0.00159504 internal_weight=47.328 43.8977 41.1251 40.2961 39.5403 38.5052 internal_count=1213 1188 1171 1164 1160 1133 is_linear=0 shrinkage=0.1 Tree=442 num_leaves=7 num_cat=0 split_feature=0 2 4 4 4 3 split_gain=0.209635 0.268641 0.589442 0.651312 0.617098 0.83627 threshold=60.179110500000007 12.500000000000002 6106.0000000000009 7425.0000000000009 2306.5000000000005 6.5000000000000009 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=-0.0049003856350863491 0.050538899683441413 -0.025831402155727403 0.096808558604710868 -0.012448161510976996 -0.076600031311306119 0.046736384956937223 leaf_weight=28.47891767132387 0.80201217252761026 3.9521517953908178 1.3085651919245713 0.93582905642688263 1.0647276338131622 3.524535919976187 leaf_count=533 14 352 8 46 108 152 internal_value=-7.28193e-05 -0.0011066 0.00166057 0.0512526 -0.00170532 0.000786365 internal_weight=40.0667 39.2647 35.3126 2.24439 33.0682 32.0035 internal_count=1213 1199 847 54 793 685 is_linear=0 shrinkage=0.1 Tree=443 num_leaves=7 num_cat=0 split_feature=21 20 21 19 19 19 split_gain=0.181149 0.463615 0.665157 0.442962 0.491406 0.526699 threshold=0.91302578255000011 0.48973562925000008 0.34062051785000008 0.16732172635000001 0.32872809605000003 0.54531097095000014 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=0.013311534117239504 0.041803504315180706 0.072326475771297208 -0.054885121084173531 -0.053188057003780799 0.051614021492052145 0.00065372584915441244 leaf_weight=2.4111166052089175 1.0117503590881813 0.89511003345251083 3.5154953971505165 1.5957725699990986 2.1441378705203533 37.489186824674107 leaf_count=29 4 3 19 10 8 1140 internal_value=-7.17182e-05 -0.000953436 -0.0271408 0.00273096 0.00121999 0.00341065 internal_weight=49.0626 48.0508 5.92661 42.1242 41.2291 39.6333 internal_count=1213 1209 48 1161 1158 1148 is_linear=0 shrinkage=0.1 Tree=444 num_leaves=7 num_cat=0 split_feature=19 0 0 10 11 2 split_gain=0.0265571 4.42725e-12 4.85097e-12 5.39567e-13 4.05207e-13 4.86128e-13 threshold=1.0000000180025095e-35 0.00025450000000000006 3.5000000000000004e-05 25.000000000000004 12.500000000000002 5.5000000000000009 decision_type=8 8 10 10 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075006628658796232 -0.075002292006168869 -0.075002794344123061 -0.075011559351189902 -0.075000997968658972 -0.075004136907637187 -0.075001643418406774 leaf_weight=0.025364312517922372 0.0011184929062437723 0.009797569219244906 0.0011410550359869376 0.0027426542847592819 0.0014034358314347619 0.0058678853068272465 leaf_count=17 62 365 7 271 32 459 internal_value=0.00520915 -0.0750028 -0.075007 -0.0750023 -0.0750025 -0.0750024 internal_weight=0.0474354 0.0220711 0.00225955 0.0198115 0.0170689 0.0156655 internal_count=1213 1196 69 1127 856 824 is_linear=0 shrinkage=0.1 Tree=445 num_leaves=7 num_cat=0 split_feature=0 4 7 9 4 9 split_gain=0.193995 0.882419 1.23708 0.874521 0.848934 1.39553 threshold=4.6811795000000016 395.00000000000006 73.565496186226582 7.4755209420133424 467.50000000000006 6.0901228115194419 decision_type=10 10 10 10 10 8 left_child=4 -2 -3 -4 -1 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.0052879403693863077 0.028343463180226437 -0.077624147298560486 -0.081808766117290377 0.031188931706893519 0.08667655314703468 0.0032120119160724252 leaf_weight=27.029559224640252 3.6626583617180568 3.2494658381910995 0.88363290554843876 3.0454145591356792 2.9425359165179517 6.2756190107029406 leaf_count=329 46 82 13 163 137 443 internal_value=0.000138998 -0.0115975 -0.0319764 0.00577603 0.00364921 0.0298548 internal_weight=47.0889 10.8412 7.17851 3.92905 36.2477 9.21815 internal_count=1213 304 258 176 909 580 is_linear=0 shrinkage=0.1 Tree=446 num_leaves=7 num_cat=0 split_feature=5 2 4 4 4 3 split_gain=0.195848 0.405628 0.523103 0.648065 0.54218 0.881617 threshold=44852.000000000007 12.500000000000002 6106.0000000000009 7569.5000000000009 2306.5000000000005 6.5000000000000009 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=-0.005094446427483715 0.040613622336728807 -0.035791418859012762 0.094555776737769798 -0.016776550764921957 -0.073049742199611856 0.046752432628651579 leaf_weight=28.509852306058747 1.1446996725862835 3.1424508963609687 1.2862258385866874 0.88095580600202072 1.0237893665907893 3.7060394764266666 leaf_count=534 50 311 9 45 110 154 internal_value=-0.000148758 -0.00135917 0.00169678 0.0492994 -0.00140685 0.000869895 internal_weight=39.694 38.5493 35.4069 2.16718 33.2397 32.2159 internal_count=1213 1163 852 54 798 688 is_linear=0 shrinkage=0.1 Tree=447 num_leaves=7 num_cat=0 split_feature=0 0 0 4 3 4 split_gain=0.176139 1.4131 1.27754 1.46719 1.65416 1.27905 threshold=0.04603150000000001 0.10875250000000002 0.039984500000000006 149.00000000000003 2.5000000000000004 109.00000000000001 decision_type=8 8 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.020347963253254466 -0.065747528337200864 0.0027087845440122156 0.12812711331435864 0.059024245553173996 -0.084986790060072648 -0.08235198597738376 leaf_weight=2.1128445453941787 3.3094400776908506 33.938903590034897 0.85844197800906918 4.8668745588511229 0.95393272102000981 2.8464026488363743 leaf_count=20 118 804 10 37 161 63 internal_value=-1.81551e-05 -0.00337342 0.0107202 0.00137078 0.0354233 -0.0385976 internal_weight=48.8868 37.2483 11.6385 10.7801 5.82081 4.95925 internal_count=1213 922 291 281 198 83 is_linear=0 shrinkage=0.1 Tree=448 num_leaves=7 num_cat=0 split_feature=19 4 10 11 4 0 split_gain=0.0245941 6.60744e-12 4.15327e-13 3.15028e-13 3.16715e-13 4.08719e-13 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 12.500000000000002 465.00000000000006 20.176897000000004 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=0.075006202787241974 -0.07500998204749354 -0.075002293992271957 -0.07500093373567232 -0.075003807288173116 -0.075001616367216126 -0.075004291049742336 leaf_weight=0.023679051460931078 0.0011331933828842003 0.008111186697078665 0.0025442712484391441 0.0012888310502603409 0.0060480949946395421 0.0011730141177395135 leaf_count=17 20 318 271 32 520 35 internal_value=0.00576723 -0.0750026 -0.0750021 -0.0750023 -0.0750022 -0.0750025 internal_weight=0.0439776 0.0202986 0.0191654 0.0166211 0.0153323 0.0092842 internal_count=1213 1196 1176 905 873 353 is_linear=0 shrinkage=0.1 Tree=449 num_leaves=7 num_cat=0 split_feature=0 0 0 0 3 5 split_gain=0.190771 1.78511 1.24543 0.68567 0.631741 1.12274 threshold=0.033227500000000007 0.025361000000000005 0.037647000000000007 0.048128000000000004 1.0000000180025095e-35 76.000000000000014 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=0.00086641049412322863 0.092765308643859901 -0.16065554079873626 -0.047483063484783365 -0.077794848312370823 0.081321120171561012 0.0012560939660677842 leaf_weight=7.7324234205880185 1.490200055297463 0.75065166899003077 2.8626020505907936 0.92881529405712981 1.8580760471522797 30.514142760250252 leaf_count=229 24 16 30 12 63 839 internal_value=0.000121145 -0.0134264 0.00317328 -0.000518551 0.00351858 0.00585161 internal_weight=46.1369 8.48308 37.6538 36.1636 33.301 32.3722 internal_count=1213 245 968 944 914 902 is_linear=0 shrinkage=0.1 Tree=450 num_leaves=7 num_cat=0 split_feature=5 5 0 5 5 3 split_gain=0.202627 0.390156 0.216078 0.735658 0.397559 0.854351 threshold=59.000000000000007 63.000000000000007 0.00084900000000000004 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=-0.075887305950536013 0.087319545458674944 0.036680804522526422 -0.079180251255190806 0.049498956170987513 -0.078780052461511221 0.0016051663359219965 leaf_weight=0.34834565006894891 0.51338864862918754 1.5063985177839629 1.1936702574603248 1.5903278365731228 1.3780835496727366 32.581195810351346 leaf_count=115 2 19 100 12 103 862 internal_value=4.05754e-05 0.000722904 -0.0004394 -0.00196125 0.000631577 -0.0016569 internal_weight=39.1114 38.7631 38.2497 36.7433 35.5496 33.9593 internal_count=1213 1098 1096 1077 977 965 is_linear=0 shrinkage=0.1 Tree=451 num_leaves=7 num_cat=0 split_feature=5 10 0 0 8 9 split_gain=0.165908 0.342552 0.253058 1.51311 1.36136 1.41583 threshold=4795.5000000000009 41.000000000000007 0.16056050000000002 0.19793400000000003 4.4954850976912946 6.047976160064187 decision_type=10 10 10 8 8 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0038509377598764348 -0.049867291174564621 0.065100018260384515 0.13621097199703211 -0.036503342232598816 0.07897280903163699 -0.0066293753671493871 leaf_weight=32.388059310376775 1.491810356829318 0.31365617911797006 0.91984743881039044 5.1499384529888621 3.3463852377608427 4.5718835190928075 leaf_count=536 218 33 58 97 44 227 internal_value=-0.000154205 -0.0298945 0.00100361 0.0122439 0.00351806 0.0295475 internal_weight=48.1816 1.80547 46.3761 13.9881 13.0682 7.91827 internal_count=1213 251 962 426 368 271 is_linear=0 shrinkage=0.1 Tree=452 num_leaves=7 num_cat=0 split_feature=19 4 14 20 2 0 split_gain=0.0227624 5.3343e-12 3.11392e-13 3.86541e-13 3.10224e-13 3.99976e-13 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 0.25338011470000005 5.5000000000000009 20.176897000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.07500575626421821 -0.075009297113977913 -0.07500192323162351 -0.075004371181587537 -0.075002121426993251 -0.075001363518822611 -0.075004042564806722 leaf_weight=0.021995489427354187 0.0010546541207077089 0.004815615301595245 0.0010964719140247317 0.0025164106104966777 0.0081529929509542853 0.0010925347723969026 leaf_count=17 20 306 26 58 751 35 internal_value=0.00601836 -0.0750024 -0.075002 -0.0750028 -0.0750018 -0.0750023 internal_weight=0.0407242 0.0187287 0.017674 0.00361288 0.0140611 0.00590815 internal_count=1213 1196 1176 84 1092 341 is_linear=0 shrinkage=0.1 Tree=453 num_leaves=7 num_cat=0 split_feature=4 4 3 0 5 0 split_gain=0.21024 0.929997 1.70732 0.674992 0.524594 0.353499 threshold=126.00000000000001 149.00000000000003 1.0000000180025095e-35 0.041996000000000006 76.000000000000014 0.030054500000000001 decision_type=8 8 8 10 8 8 left_child=3 -2 -3 -1 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.0065850146633038252 0.081908807978144094 -0.083719279818914236 0.064416649467620934 -0.072188364030587079 0.039560769575563565 -0.00018173520243174602 leaf_weight=3.3077710084617129 1.4249571040272702 2.3109016083180896 1.4229268617928017 1.6207767091691492 2.3998359709512433 33.206411930266768 leaf_count=43 40 17 48 24 160 881 internal_value=0.000188096 0.00254665 -0.000327967 -0.01932 0.00487628 0.00249688 internal_weight=45.6936 40.765 39.3401 4.92855 37.0292 35.6062 internal_count=1213 1146 1106 67 1089 1041 is_linear=0 shrinkage=0.1 Tree=454 num_leaves=7 num_cat=0 split_feature=20 20 21 21 21 21 split_gain=0.18798 0.837486 0.334256 0.291189 0.405396 0.47141 threshold=0.090231592850000014 0.15581312665000005 0.077853006800000013 0.17101914640000002 0.21995678085000001 0.24581294725000002 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=0.052333149705904081 -0.094657335149893218 0.070704821555849215 -0.041648452199661221 0.062259217296682191 -0.087799953133694708 0.0016144522368605613 leaf_weight=0.67211183891049586 0.93171359598636627 0.68183063715696335 1.6021057739853857 1.0801468417048452 0.6003221794962883 33.124963557995216 leaf_count=20 6 2 7 4 3 1171 internal_value=-9.08894e-05 -0.00101761 0.0013347 3.55499e-05 0.00195428 2.28438e-05 internal_weight=38.6932 38.0211 37.0894 36.4075 34.8054 33.7253 internal_count=1213 1193 1187 1185 1178 1174 is_linear=0 shrinkage=0.1 Tree=455 num_leaves=7 num_cat=0 split_feature=5 4 2 0 4 0 split_gain=0.154752 1.12137 1.6004 1.10557 1.01221 1.66606 threshold=161.00000000000003 207.50000000000003 1.5000000000000002 0.10875250000000002 163.00000000000003 3.5000000000000004e-05 decision_type=8 8 10 8 10 8 left_child=1 2 4 -2 5 -1 right_child=3 -3 -4 -5 -6 -7 leaf_value=-0.081927454655512211 -0.081785878278937643 0.058854282193283348 -0.084463984810423332 0.00033103872147462334 0.087902814989483255 0.020695040309034601 leaf_weight=2.0337244234979144 1.7351437654365351 3.4021383151412001 2.1485306825488797 29.756918612351001 1.4470780789852149 7.1222468279302129 leaf_count=57 211 36 65 737 5 102 internal_value=-0.000111722 0.00784566 -0.00576351 -0.00419342 0.0101838 -0.00209947 internal_weight=47.6458 16.1537 12.7516 31.4921 10.603 9.15597 internal_count=1213 265 229 948 164 159 is_linear=0 shrinkage=0.1 Tree=456 num_leaves=7 num_cat=0 split_feature=19 4 10 11 2 0 split_gain=0.0213674 2.39511e-12 2.71706e-13 1.98885e-13 2.51356e-13 2.55256e-13 threshold=1.0000000180025095e-35 115.00000000000001 25.000000000000004 12.500000000000002 5.5000000000000009 20.176897000000004 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=0.075005528531426682 -0.075006050880831274 -0.075002009267621822 -0.075000795939976661 -0.075003285610893783 -0.075001290980236918 -0.075003712051255389 leaf_weight=0.021149838925339282 0.0014733472926309324 0.0069556637943151145 0.0021711305464009447 0.0011065225903621476 0.0045178836446666546 0.0010079215599034796 leaf_count=17 61 338 271 32 459 35 internal_value=0.0076567 -0.0750022 -0.0750018 -0.075002 -0.0750019 -0.0750022 internal_weight=0.0383823 0.0172325 0.0157591 0.013588 0.0124815 0.00796359 internal_count=1213 1196 1135 864 832 373 is_linear=0 shrinkage=0.1 Tree=457 num_leaves=7 num_cat=0 split_feature=0 0 0 0 4 0 split_gain=0.212259 2.09569 1.1222 0.60369 0.786722 1.73519 threshold=0.033227500000000007 0.029193500000000004 0.037647000000000007 0.0042115000000000008 156.00000000000003 3.5000000000000004e-05 decision_type=8 10 8 10 10 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=0.081303494579310812 0.091044579523786973 -0.18273956695371996 -1.2086844157351482e-05 0.055001161430719397 -0.063763944813475457 -0.055060553652508108 leaf_weight=1.8698845896869882 1.4071223256178189 0.67777293897233892 35.491894177917857 1.6166148796328341 2.0574019396153744 1.8626955188810823 leaf_count=57 24 10 944 133 31 14 internal_value=0.000244994 -0.0144305 0.00346031 0.000971396 -0.0141142 0.0132528 internal_weight=44.9834 8.08437 36.899 7.4066 5.78998 3.73258 internal_count=1213 245 968 235 102 71 is_linear=0 shrinkage=0.1 Tree=458 num_leaves=7 num_cat=0 split_feature=9 6 0 0 6 0 split_gain=0.187122 0.578614 0.30735 0.434437 0.433283 1.16723 threshold=7.9624376805937027 123.3400999086484 20.176897000000004 30.053426000000005 84.854839424013804 0.0036350000000000006 decision_type=10 10 10 10 8 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.036109237532466261 0.026052543790123058 -0.068988835447315641 0.06519683915874025 -0.0029427398606562266 0.0029501227218089246 -0.058393995247947132 leaf_weight=1.9519582524008026 2.5629180148389414 1.2416784929810081 1.6853411477059119 2.1035434156656265 24.968935497199709 3.9552265613456257 leaf_count=87 154 68 15 48 495 346 internal_value=-5.24835e-05 -0.00191579 0.000486727 0.0273666 -0.00281176 -0.0271665 internal_weight=38.4696 35.9067 34.665 3.78888 30.8761 5.90718 internal_count=1213 1059 991 63 928 433 is_linear=0 shrinkage=0.1 Tree=459 num_leaves=7 num_cat=0 split_feature=0 0 4 4 0 4 split_gain=0.156956 1.20006 0.946617 1.30237 0.877188 1.13198 threshold=0.04603150000000001 0.10875250000000002 164.50000000000003 219.50000000000003 0.039984500000000006 149.00000000000003 decision_type=8 8 8 8 10 10 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=-0.035255676631145184 -0.063771767906804486 0.075199941901637257 -0.092063204279510799 0.0028329246780459186 0.10153633424254503 0.032559968771318087 leaf_weight=4.5434850640594924 3.014791297165174 1.6830835733562697 1.5203243624418998 29.674325304858939 0.96119608687877267 5.3711155529590542 leaf_count=83 118 20 42 742 10 198 internal_value=-0.000198757 -0.00338766 0.00214939 -0.001792 0.0103253 0.00148263 internal_weight=46.7683 35.8925 32.8777 31.1946 10.8758 9.9146 internal_count=1213 922 804 784 291 281 is_linear=0 shrinkage=0.1 Tree=460 num_leaves=7 num_cat=0 split_feature=19 4 10 11 2 0 split_gain=0.0197887 2.2811e-12 2.14707e-13 1.58297e-13 1.96732e-13 1.64735e-13 threshold=1.0000000180025095e-35 115.00000000000001 25.000000000000004 12.500000000000002 5.5000000000000009 3.9394770000000006 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=0.075005217943667629 -0.075005946333343426 -0.075001814921226997 -0.075000731836799797 -0.075003041911469157 -0.075001192878748124 -0.075002993581589836 leaf_weight=0.019688384927576408 0.0013821601896779603 0.0058482326778630522 0.0019969226566445295 0.0010206755021044964 0.0041576240104745921 0.0014873714071654831 leaf_count=17 61 316 271 32 459 57 internal_value=0.00800208 -0.0750021 -0.0750017 -0.0750018 -0.0750017 -0.0750021 internal_weight=0.0355814 0.015893 0.0145108 0.0125139 0.0114932 0.0073356 internal_count=1213 1196 1135 864 832 373 is_linear=0 shrinkage=0.1 Tree=461 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 4 split_gain=0.208041 0.323094 0.401448 0.310293 0.586367 0.574306 threshold=0.11311668870000001 0.88018356465000014 0.62152410415000003 0.37052061300000005 0.24436702830000004 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=0.044448087504577488 -0.0017981815190640502 0.058142234943911068 -0.040945451500429247 0.024542423008111339 -0.061271003036186489 0.09909580362976847 leaf_weight=1.0359749634808393 32.996926796098705 0.90748102217912574 2.5107769779860964 4.6558165289461604 1.6422466039657582 0.57398746907710929 leaf_count=23 1112 6 18 31 12 11 internal_value=0.000162294 -0.000897579 -0.0021618 0.000280624 -0.00292722 -7.31203e-05 internal_weight=44.3232 43.2872 42.3798 39.869 35.2132 33.5709 internal_count=1213 1190 1184 1166 1135 1123 is_linear=0 shrinkage=0.1 Tree=462 num_leaves=7 num_cat=0 split_feature=5 5 4 4 5 8 split_gain=0.185635 0.342378 0.201694 0.583061 0.372139 0.440513 threshold=59.000000000000007 63.000000000000007 126.00000000000001 168.50000000000003 108.50000000000001 4.3661747417679626 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=-0.075922316307563423 0.085561918545438612 0.030875249033834307 -0.080399405885272807 -0.081932205337494957 0.0444352399893779 -0.001707684345812878 leaf_weight=0.31902720528887485 0.46929351985454459 1.9552723467349995 0.92654517409391601 0.54570598993450303 2.2137507624793207 31.628932069019356 leaf_count=115 2 29 84 28 49 906 internal_value=3.81945e-05 0.000680319 -0.00038848 -0.00211945 -1.03111e-05 0.00131066 internal_weight=38.0585 37.7395 37.2702 35.3149 34.3884 33.8427 internal_count=1213 1098 1096 1067 983 955 is_linear=0 shrinkage=0.1 Tree=463 num_leaves=7 num_cat=0 split_feature=5 0 4 2 6 9 split_gain=0.147863 0.984024 0.964506 1.35246 0.816141 0.812604 threshold=161.00000000000003 0.10875250000000002 219.50000000000003 1.5000000000000002 75.37430065061649 6.047976160064187 decision_type=8 8 10 10 8 8 left_child=2 -2 3 -1 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=0.0093049223641658123 -0.081607229333764186 -0.092350347705938654 0.056666009771051178 -0.083568749721501634 0.038662117347976532 -0.0050054578619058224 leaf_weight=10.06309866532683 1.5574459490146662 0.92798441741615789 3.1999771054834119 1.8573896102607257 5.2089668423868742 23.428318738704547 leaf_count=164 211 24 36 65 83 630 internal_value=-0.000193147 -0.00413455 0.0079195 -0.00516618 -5.34228e-05 0.00293744 internal_weight=46.2432 31.1227 15.1205 11.9205 29.5653 28.6373 internal_count=1213 948 265 229 737 713 is_linear=0 shrinkage=0.1 Tree=464 num_leaves=7 num_cat=0 split_feature=19 4 10 11 20 4 split_gain=0.0186018 1.80538e-12 1.7012e-13 1.0762e-13 1.46925e-13 9.27721e-14 threshold=1.0000000180025095e-35 115.00000000000001 25.000000000000004 12.500000000000002 0.12034484320000001 465.00000000000006 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075005024623755995 -0.07500550558908238 -0.075001884366946978 -0.075000681919278417 -0.075003036688999339 -0.075001700409521338 -0.07500119549312774 leaf_weight=0.018942944123409688 0.0012765923820552425 0.0035561002259782998 0.0018584495553568567 0.0012587585902110723 0.0023758302868372994 0.0043419575004577382 leaf_count=17 61 236 271 38 70 520 internal_value=0.00954196 -0.0750019 -0.0750016 -0.0750017 -0.0750022 -0.0750015 internal_weight=0.0336106 0.0146677 0.0133911 0.0115326 0.00363459 0.00789806 internal_count=1213 1196 1135 864 108 756 is_linear=0 shrinkage=0.1 Tree=465 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.197612 0.210329 1.51095 1.01572 0.547507 0.530453 threshold=45.141901000000011 0.033227500000000007 0.029193500000000004 0.037647000000000007 0.048128000000000004 0.0036350000000000006 decision_type=10 8 8 8 8 10 left_child=1 2 5 -3 -5 -1 right_child=-2 3 -4 4 -6 -7 leaf_value=-0.016324922423846863 -0.047343042332301355 0.089835004878388303 -0.14750849677202285 -0.04076635133442303 0.0048891028019781967 0.045351558236498023 leaf_weight=5.0107763788255388 0.8573693719226857 1.3389684129506338 0.76191796408966173 2.8683993794256812 31.167142435879214 1.9321777812438083 leaf_count=97 25 24 10 30 889 138 internal_value=0.000195242 0.00114135 -0.0138306 0.00440236 0.00104142 0.00083923 internal_weight=43.9368 43.0794 7.70487 35.3745 34.0355 6.94295 internal_count=1213 1188 245 943 919 235 is_linear=0 shrinkage=0.1 Tree=466 num_leaves=7 num_cat=0 split_feature=5 6 0 0 9 0 split_gain=0.206479 0.360922 0.294902 1.29412 0.549448 0.617418 threshold=44852.000000000007 125.38956572919442 5.0054845000000006 0.084130500000000011 5.8509998273357491 0.00084900000000000004 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=0.0018050273098926565 0.043206708391480386 -0.051094085841816107 0.018604767485395426 -0.081298132565207903 0.042251494728692218 -0.056560453125702653 leaf_weight=20.916076467561663 1.0740940102550656 1.3987147074949451 7.2950181385967872 2.0087778994056853 3.0013158460787954 1.9844116559979728 leaf_count=162 50 94 188 427 134 158 internal_value=-8.51445e-06 -0.00127659 0.000702649 -0.00397645 0.00202013 -0.00325256 internal_weight=37.6784 36.6043 35.2056 27.9106 25.9018 22.9005 internal_count=1213 1163 1069 881 454 320 is_linear=0 shrinkage=0.1 Tree=467 num_leaves=7 num_cat=0 split_feature=19 20 21 19 19 21 split_gain=0.261724 0.242525 0.383509 0.836686 1.24306 0.985578 threshold=0.048263919150000008 0.48973562925000008 0.30524891520000003 0.88018356465000014 0.76380902595000011 0.62272809245000016 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=0.05849068459678778 -0.019743272914570724 -0.037542293970954738 0.0056557123967538696 -0.10948366470179183 0.099379512838045969 -0.089223805203470369 leaf_weight=0.74769721933103028 6.0760435750707984 2.3360530976206064 33.404297484117706 0.63557058572769065 1.3786008656024922 1.1319279745221127 leaf_count=20 32 12 1136 3 3 7 internal_value=-0.000187665 -0.00116345 0.00173967 0.0042503 0.00626301 0.00254603 internal_weight=45.7102 44.9625 38.8865 36.5504 35.9148 34.5362 internal_count=1213 1193 1161 1149 1146 1143 is_linear=0 shrinkage=0.1 Tree=468 num_leaves=7 num_cat=0 split_feature=19 4 10 11 20 2 split_gain=0.0173224 1.45489e-12 1.34774e-13 8.48219e-14 1.15736e-13 9.38988e-14 threshold=1.0000000180025095e-35 115.00000000000001 25.000000000000004 12.500000000000002 0.12034484320000001 5.5000000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075004799355920915 -0.075005119796225497 -0.075001742977932967 -0.075000632213742868 -0.075002817140543174 -0.075001579546844208 -0.07500102419924573 leaf_weight=0.017858202569186687 0.0011878704353875955 0.0037705176496274371 0.0017122953496198088 0.0011507312207186251 0.0022008096534591459 0.0035087654930521239 leaf_count=17 61 297 271 38 70 459 internal_value=0.0103412 -0.0750018 -0.0750015 -0.0750016 -0.075002 -0.0750014 internal_weight=0.0313892 0.013531 0.0123431 0.0106308 0.00335154 0.00727928 internal_count=1213 1196 1135 864 108 756 is_linear=0 shrinkage=0.1 Tree=469 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 20 split_gain=0.190664 0.27993 0.632532 0.245605 0.237817 0.853267 threshold=0.84371861875000009 0.76592940720000013 0.67153127420000003 0.58364503825000014 0.34051073370000001 0.31576698785000007 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=0.00069030048081422939 0.036086156763482903 -0.052772619924648947 0.080003663385309773 -0.04132184851460028 0.033920423371987828 -0.094126876240817836 leaf_weight=35.826597600447712 1.4414710029959668 1.0152571834623803 0.97410722076892753 1.494845114648341 1.9607860837131728 0.97492490708827872 leaf_count=1161 10 6 9 9 15 3 internal_value=0.000322215 -0.000898067 0.000379265 -0.00154742 -1.35396e-05 -0.00182154 internal_weight=43.688 42.2465 41.2313 40.2572 38.7623 36.8015 internal_count=1213 1203 1197 1188 1179 1164 is_linear=0 shrinkage=0.1 Tree=470 num_leaves=7 num_cat=0 split_feature=4 4 8 4 3 4 split_gain=0.186009 0.65329 0.706534 0.639697 0.442978 1.09144 threshold=5872.0000000000009 7277.5000000000009 6.260304336777474 3307.0000000000005 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=0.00084789207122963064 0.080856663219088507 -0.063167652109544822 0.026725827111700504 -0.086213298832662072 0.030662837924804884 -0.072644071627283896 leaf_weight=24.874375778017576 1.2379728634186893 1.2906010793521998 2.7107889527833322 0.89693313924362783 3.965872147367917 2.1994648341060374 leaf_count=348 48 91 182 125 211 208 internal_value=-9.11279e-05 0.0173728 -0.00226825 -0.00295616 -0.00055034 -0.00512256 internal_weight=37.176 5.23936 4.00139 31.9366 31.0397 27.0738 internal_count=1213 321 273 892 767 556 is_linear=0 shrinkage=0.1 Tree=471 num_leaves=7 num_cat=0 split_feature=21 21 21 21 19 21 split_gain=0.183513 0.732252 0.534282 0.880672 0.341527 0.943798 threshold=0.91302578255000011 0.87646589255000007 0.78946906100000003 0.62272809245000016 0.59331907385000016 0.53514027195000013 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=0.022541072640859493 0.042278937374041842 -0.09973186066755993 0.05230581864624332 -0.090128083728525155 -0.00048945473733022753 -0.10005963477295168 leaf_weight=5.9982515558479008 0.99278321117162605 0.74153592623770137 1.9025691151618946 1.1010431125760067 33.708890211175458 0.97962982952594657 leaf_count=42 4 6 6 9 1141 5 internal_value=-0.000242462 -0.00119256 0.000479904 -0.00187969 0.000508437 -0.00330139 internal_weight=45.4247 44.4319 43.6904 41.7878 40.6868 34.6885 internal_count=1213 1209 1203 1197 1188 1146 is_linear=0 shrinkage=0.1 Tree=472 num_leaves=7 num_cat=0 split_feature=19 4 10 11 20 2 split_gain=0.0160181 1.16292e-12 1.08021e-13 6.63523e-14 9.14707e-14 7.60295e-14 threshold=1.0000000180025095e-35 115.00000000000001 25.000000000000004 12.500000000000002 0.12034484320000001 5.5000000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075004479599058468 -0.075004751549135024 -0.07500161862632454 -0.075000577990369396 -0.075002612462501506 -0.075001464261789885 -0.075000945620215781 leaf_weight=0.016568740858929232 0.0011017806964446217 0.0035018185892568008 0.0015666706733270539 0.0010531838429415066 0.0020333727297838777 0.0032239991220990305 leaf_count=17 61 297 271 38 70 459 internal_value=0.010556 -0.0750016 -0.0750013 -0.0750015 -0.0750019 -0.0750013 internal_weight=0.0290496 0.0124808 0.011379 0.00981237 0.00308656 0.00672582 internal_count=1213 1196 1135 864 108 756 is_linear=0 shrinkage=0.1 Tree=473 num_leaves=7 num_cat=0 split_feature=21 19 19 20 19 21 split_gain=0.205423 0.239666 0.369271 0.238239 0.284756 1.02721 threshold=0.11311668870000001 0.88018356465000014 0.62152410415000003 0.84371861875000009 0.29974229910000011 0.49659266935000007 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=0.044610943574677604 -0.03357517966399319 0.048882015221935374 -0.039587209650795291 0.054470288942516709 -0.0029111641140332298 0.064759539121593851 leaf_weight=1.0242005571199113 2.4539327509701252 0.95256336778402229 2.4404941890388718 0.80138323456048866 33.362753400782822 2.4048490673303595 leaf_count=23 14 6 18 6 1128 18 internal_value=0.00035714 -0.000711438 -0.00185078 0.00050926 -0.00062213 0.0016387 internal_weight=43.4402 42.416 41.4634 39.0229 38.2215 35.7676 internal_count=1213 1190 1184 1166 1160 1146 is_linear=0 shrinkage=0.1 Tree=474 num_leaves=7 num_cat=0 split_feature=5 6 4 8 3 6 split_gain=0.177457 0.372694 0.306531 1.07582 0.569052 0.549826 threshold=10692.000000000002 125.38956572919442 6106.0000000000009 5.2557369634631668 5.5000000000000009 84.854839424013804 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -4 right_child=-2 -3 5 -5 -6 -7 leaf_value=-0.00053073403633075269 0.02525914217912123 -0.065568583002537581 -0.061943504789816112 -0.056919716623482677 0.058039370407355774 0.050593218301492916 leaf_weight=25.151030719091075 2.5647177756982265 0.8984535938652688 0.52880255365744178 3.3299400853866237 1.7759552575735131 2.4253912956774002 leaf_count=367 131 61 62 439 28 125 internal_value=-0.000108733 -0.00201616 -0.000296887 -0.00329883 0.00333223 0.0304491 internal_weight=36.6743 34.1096 33.2111 30.2569 26.927 2.95419 internal_count=1213 1082 1021 834 395 187 is_linear=0 shrinkage=0.1 Tree=475 num_leaves=7 num_cat=0 split_feature=21 20 21 21 19 7 split_gain=0.156769 0.37303 0.528814 0.438684 1.04212 1.06166 threshold=0.91302578255000011 0.48973562925000008 0.30524891520000003 0.34062051785000008 0.9405798606500001 87.44524843734844 decision_type=10 8 8 10 8 8 left_child=1 2 -1 4 -3 -6 right_child=-2 3 -4 -5 5 -7 leaf_value=0.011492282707458907 0.038897709714189835 -0.068834099638563323 -0.050641560256920896 0.025999936548706477 -0.00084382190748579541 0.11044326738602522 leaf_weight=2.324645296677545 0.99959642440080543 2.2017876710742712 3.3346810452640057 6.5272565968334666 28.783525906092116 0.88353747129440208 leaf_count=29 4 14 19 26 1119 2 internal_value=-0.000262638 -0.00115117 -0.0251192 0.00238156 -0.00245586 0.0024705 internal_weight=45.055 44.0554 5.65933 38.3961 31.8689 29.6671 internal_count=1213 1209 48 1161 1135 1121 is_linear=0 shrinkage=0.1 Tree=476 num_leaves=7 num_cat=0 split_feature=19 4 10 11 20 2 split_gain=0.0150671 9.31589e-13 8.66225e-14 5.39508e-14 7.16198e-14 6.21525e-14 threshold=1.0000000180025095e-35 115.00000000000001 25.000000000000004 12.500000000000002 0.15581312665000005 5.5000000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075004320634897093 -0.075004414552057697 -0.075001505336235189 -0.075000533059368796 -0.075002378127218883 -0.075001344128622027 -0.075000872319659406 leaf_weight=0.015937562886392698 0.0010240708029414245 0.0032533529965803618 0.0014349683791579091 0.0010648427816022368 0.0018059929079754511 0.0029643128380598682 leaf_count=17 61 297 271 41 67 459 internal_value=0.0119811 -0.0750015 -0.0750013 -0.0750014 -0.0750017 -0.0750012 internal_weight=0.0274851 0.0115475 0.0105235 0.0090885 0.00287084 0.00621767 internal_count=1213 1196 1135 864 108 756 is_linear=0 shrinkage=0.1 Tree=477 num_leaves=7 num_cat=0 split_feature=13 7 7 7 4 6 split_gain=0.191654 0.185393 0.25468 0.431205 0.402688 0.219177 threshold=49199.500000000007 83.63472603049955 79.482860341514581 76.620775124742622 849.00000000000011 83.77714566791245 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -4 -1 right_child=-2 -3 4 -5 -6 -7 leaf_value=0.0038860859763584022 -0.049626080141563403 0.046642710480755446 -0.078044213384229441 0.052026882438128391 0.060283420002026536 -0.01355420301338639 leaf_weight=29.229206569463713 0.75095167118706641 0.88441628217697044 0.89683404378592846 1.6340710514632508 0.27497735037468385 9.5636318933975399 leaf_count=524 78 10 7 133 85 376 internal_value=0.000452052 0.00133726 0.000374033 0.00170618 -0.0455842 -0.000413483 internal_weight=43.2341 42.4831 41.5987 40.4269 1.17181 38.7928 internal_count=1213 1135 1125 1033 92 900 is_linear=0 shrinkage=0.1 Tree=478 num_leaves=7 num_cat=0 split_feature=20 21 19 20 19 21 split_gain=0.180456 0.953887 1.25996 1.01656 0.680707 0.799953 threshold=0.31576698785000007 0.90949772080000013 0.20868862815000003 0.34051073370000001 0.9405798606500001 0.30524891520000003 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.01724560145971216 -0.10108782776633658 0.088001945075032326 0.10530020383778199 0.051814371978760501 -0.10788709498705283 -0.0037340631649485619 leaf_weight=5.2271051327552414 1.2014792189002035 1.2617157697677601 0.9474446177482605 2.9050044342875481 0.57316955924034019 24.100753475911933 leaf_count=41 8 4 2 11 2 1145 internal_value=-5.82687e-05 0.00284077 -0.000773657 0.00345139 -4.75129e-05 0.00224127 internal_weight=36.2167 30.9896 29.7279 28.5264 27.5789 27.0058 internal_count=1213 1172 1168 1160 1158 1156 is_linear=0 shrinkage=0.1 Tree=479 num_leaves=7 num_cat=0 split_feature=8 3 2 9 8 7 split_gain=0.159136 0.624832 0.540552 0.668227 0.508665 0.481003 threshold=5.6744042622234678 2.5000000000000004 6.5000000000000009 5.5606923382088409 6.8786822906706275 37.403523016077571 decision_type=10 10 10 10 10 10 left_child=2 -2 3 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.0022503707237717784 0.034350270047219737 -0.062982643542479455 0.035522032510441504 -0.055794583729987357 0.01316347095725263 0.042330927973251123 leaf_weight=29.962711634114385 1.7179307211190451 2.6574314211284222 4.2552655072040571 2.1833494300954035 1.3096052298349148 2.6328093406291364 leaf_count=351 29 454 164 43 145 27 internal_value=-0.000397214 -0.0160285 0.00187935 -0.0022369 -0.0378452 0.00135056 internal_weight=44.7191 5.68497 39.0341 34.7789 3.96704 32.5955 internal_count=1213 628 585 421 599 378 is_linear=0 shrinkage=0.1 Tree=480 num_leaves=7 num_cat=0 split_feature=19 4 10 11 20 2 split_gain=0.0139109 6.81566e-13 6.97524e-14 4.36057e-14 5.58787e-14 4.97701e-14 threshold=1.0000000180025095e-35 126.00000000000001 25.000000000000004 12.500000000000002 0.18647970780000003 5.5000000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075003994027938517 -0.075003907474753301 -0.075001403822405457 -0.075000493029069235 -0.075002180507086028 -0.07500124052065138 -0.075000811978047949 leaf_weight=0.014701740088639781 0.0010020188215094103 0.0029471189671994589 0.0013231412095535697 0.0010409337071450855 0.0016114393602038035 0.002743645843622744 leaf_count=17 67 291 271 44 64 459 internal_value=0.0119256 -0.0750014 -0.0750012 -0.0750013 -0.0750016 -0.0750011 internal_weight=0.02537 0.0106683 0.00966628 0.00834314 0.00265237 0.00569076 internal_count=1213 1196 1129 858 108 750 is_linear=0 shrinkage=0.1 Tree=481 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 20 split_gain=0.200479 0.202143 0.331779 0.205509 0.434754 0.570098 threshold=0.11311668870000001 0.88018356465000014 0.62152410415000003 0.84371861875000009 0.70806328110000016 0.55274229250000018 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=0.044431830073884751 -0.0013310008067583241 0.044456049365297984 -0.037977602760467903 0.050689564817086197 -0.082480477481348582 0.068699329905544212 leaf_weight=1.0143160514417102 35.844171028060373 0.97421401739120383 2.3665078915655604 0.80201013386249442 0.63545215129852195 1.2014213427901257 leaf_count=23 1146 6 18 6 4 10 internal_value=0.000503587 -0.000561767 -0.00163539 0.000599468 -0.000466658 0.000940145 internal_weight=42.8381 41.8238 40.8496 38.4831 37.681 37.0456 internal_count=1213 1190 1184 1166 1160 1156 is_linear=0 shrinkage=0.1 Tree=482 num_leaves=7 num_cat=0 split_feature=19 19 21 21 21 19 split_gain=0.172609 1.58481 0.746279 0.994328 1.00352 0.630302 threshold=0.62152410415000003 0.67010311760000008 0.76615868215000016 0.5633073943500001 0.30524891520000003 0.98495817490000015 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=-0.010898479879141134 0.092086162477298394 -0.00042692155950254588 -0.10023870854281501 0.092059587914948338 -0.072116038052730452 0.10977164410103402 leaf_weight=10.472922971479418 1.9046733677387238 19.037607667080028 0.75999756902456184 1.1271833777427662 1.9807481318712223 0.53358286619186301 leaf_count=65 6 1128 3 3 7 1 internal_value=-9.93118e-05 0.00436327 -0.00276513 0.0005013 -0.00428727 0.0025775 internal_weight=35.8167 25.3438 23.4391 22.6791 21.5519 19.5712 internal_count=1213 1148 1142 1139 1136 1129 is_linear=0 shrinkage=0.1 Tree=483 num_leaves=7 num_cat=0 split_feature=8 3 5 2 9 7 split_gain=0.150311 0.553129 0.475757 0.471086 0.57781 0.452511 threshold=5.6744042622234678 2.5000000000000004 1495.0000000000002 6.5000000000000009 5.5606923382088409 79.203076583174024 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0012625230613714305 0.032377964720040724 -0.088576441113471543 -0.012874050007661321 0.03351412057229098 -0.093363839905288085 -0.00032369553243679857 leaf_weight=32.377613087382088 1.6609951388090838 1.2104223988135348 2.6425783454260454 4.1749099812914201 1.1927206008695059 0.93060779571533192 leaf_count=378 29 112 487 164 28 15 internal_value=-0.000414535 -0.0158607 -0.036656 0.00178762 -0.00205156 -0.0525864 internal_weight=44.1898 5.514 3.853 38.6759 34.5009 2.12333 internal_count=1213 628 599 585 421 43 is_linear=0 shrinkage=0.1 Tree=484 num_leaves=7 num_cat=0 split_feature=19 0 10 11 20 2 split_gain=0.0130511 5.18978e-13 5.39785e-14 3.28773e-14 3.98286e-14 3.73529e-14 threshold=1.0000000180025095e-35 0.00025450000000000006 25.000000000000004 12.500000000000002 0.20344614855000001 5.5000000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.07500384756294276 -0.075003458326039038 -0.075001289941361404 -0.075000453102513201 -0.075001939754676603 -0.075001122340017268 -0.075000752735829568 leaf_weight=0.014109737327089533 0.0010149028735213514 0.0026458090120513589 0.0012199954153118142 0.0010433272997261156 0.0013905704236094607 0.0025339255907397273 leaf_count=17 69 289 271 47 61 459 internal_value=0.0133412 -0.0750013 -0.0750011 -0.0750012 -0.0750015 -0.075001 internal_weight=0.0239583 0.00984853 0.00883363 0.00761363 0.0024339 0.00517973 internal_count=1213 1196 1127 856 108 748 is_linear=0 shrinkage=0.1 Tree=485 num_leaves=7 num_cat=0 split_feature=21 15 16 9 7 6 split_gain=0.201957 0.175765 0.29882 0.239886 0.540814 0.691991 threshold=0.11311668870000001 4.5000000000000009 2.0000000000000004 6.1021579087979108 76.017404285350537 95.695465686274517 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.04490440853350923 -0.0032234968698926776 -0.054463767595784585 0.076603399011819659 0.095856593334115253 0.06792687814035446 -0.0081091934695963052 leaf_weight=1.0019867310329571 32.002360492711887 1.1947366045205843 0.20359133195597667 0.71872240561060419 1.6089629357738884 5.860277435160242 leaf_count=23 547 99 82 48 205 209 internal_value=0.000540589 -0.000528259 -0.0353809 0.000684356 0.0159581 0.00324854 internal_weight=42.5906 41.5887 1.39833 40.1903 8.18796 6.579 internal_count=1213 1190 181 1009 462 257 is_linear=0 shrinkage=0.1 Tree=486 num_leaves=7 num_cat=0 split_feature=20 20 20 21 20 21 split_gain=0.189223 0.355485 0.477963 0.306272 0.544862 0.606217 threshold=0.18647970780000003 0.20344614855000001 0.25338011470000005 0.30524891520000003 0.67153127420000003 0.91302578255000011 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=-0.031294931357170618 0.063717292497361161 -0.090334730634432883 0.026811796892184703 0.0054500424436282361 -0.039746482821009205 -0.10003761302134169 leaf_weight=1.8266719505263607 0.90103554725646973 0.57482768595218658 4.2087033838033676 24.013162483599451 3.3834564462304106 0.55743139237165351 leaf_count=29 3 3 16 1144 16 2 internal_value=5.04754e-05 0.00175262 4.71675e-05 0.00166251 -0.00212391 0.00305685 internal_weight=35.4653 33.6386 32.7376 32.1628 27.9541 24.5706 internal_count=1213 1184 1181 1178 1162 1146 is_linear=0 shrinkage=0.1 Tree=487 num_leaves=7 num_cat=0 split_feature=7 0 0 7 9 0 split_gain=0.162202 0.630799 0.425991 0.434334 0.625042 0.805246 threshold=76.317822447666359 31.825229500000003 25.140853500000002 74.14298080054165 6.0865556372042251 0.18889600000000004 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=-0.0036631946629276674 -0.042492821327246397 0.044939847435050514 -0.054555131615989495 0.046971315191383062 -0.053697907570949194 0.035078334022569123 leaf_weight=27.414547484904688 3.0979023859584904 1.124768837355077 1.3146341196261335 2.1530131235308536 1.9929386827989208 6.6704858066514126 leaf_count=369 307 11 101 162 131 132 internal_value=-0.000574246 -0.0192039 0.00141502 0.00333965 0.000735853 0.00391857 internal_weight=43.7683 4.22267 39.5456 38.231 36.078 34.085 internal_count=1213 318 895 794 632 501 is_linear=0 shrinkage=0.1 Tree=488 num_leaves=7 num_cat=0 split_feature=19 0 10 11 20 2 split_gain=0.0122348 3.88649e-13 4.365e-14 2.88311e-14 3.23029e-14 3.01291e-14 threshold=1.0000000180025095e-35 0.00043250000000000005 25.000000000000004 12.500000000000002 0.25338011470000005 5.5000000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075003703616496775 -0.075003088571544307 -0.075001204510066324 -0.07500042789051839 -0.075001804700970939 -0.075001045323853557 -0.075000698166519164 leaf_weight=0.013505921408068389 0.0010040908177870742 0.0023890553029559669 0.0011356147538208461 0.0010259243724703992 0.0012339465213244694 0.0023128185127347933 leaf_count=17 72 286 271 50 58 459 internal_value=0.0146136 -0.0750012 -0.075001 -0.0750011 -0.0750014 -0.075001 internal_weight=0.0226074 0.00910145 0.00809736 0.00696174 0.00225987 0.00470187 internal_count=1213 1196 1124 853 108 745 is_linear=0 shrinkage=0.1 Tree=489 num_leaves=7 num_cat=0 split_feature=21 7 7 7 9 13 split_gain=0.176905 0.157698 0.304183 0.353838 0.262482 0.194621 threshold=0.11311668870000001 83.63472603049955 79.482860341514581 76.620775124742622 6.7070240619093333 49199.500000000007 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.042125559537952315 -0.0017211257461195275 0.041656889965313297 -0.081554415958293325 0.046890132334691303 0.07617599076930455 -0.075499328813632305 leaf_weight=1.0022295220987869 37.552654121362139 0.87284469278529186 0.83979339152574428 1.5595623920089554 0.22917204431723803 0.13410105078946799 leaf_count=23 903 11 7 158 85 26 internal_value=0.000614328 -0.000395763 -0.00130622 0.000217202 -0.0508334 0.0201856 internal_weight=42.1904 41.1881 40.3153 39.1122 1.20307 0.363273 internal_count=1213 1190 1179 1061 118 111 is_linear=0 shrinkage=0.1 Tree=490 num_leaves=7 num_cat=0 split_feature=5 0 3 4 4 2 split_gain=0.169597 0.274132 0.556639 0.30706 0.407331 0.378989 threshold=59.000000000000007 0.0036350000000000006 1.5000000000000002 126.00000000000001 168.50000000000003 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=-0.075874735928410389 0.036338871567676935 -0.078706412704777753 0.080621683855550047 -0.08198515666102596 0.050863716273740395 -0.0014463180045163929 leaf_weight=0.29216484690550615 2.0253752786084069 0.90957386209629376 0.47276042401790874 0.60279821325093763 1.4534546096110741 29.417259634930815 leaf_count=115 30 100 3 27 23 915 internal_value=-2.32415e-06 0.000633183 -0.00156787 0.000628418 -0.000573152 0.00101654 internal_weight=35.1734 34.8812 32.8558 31.9463 31.4735 30.8707 internal_count=1213 1098 1068 968 965 938 is_linear=0 shrinkage=0.1 Tree=491 num_leaves=7 num_cat=0 split_feature=5 6 9 9 8 6 split_gain=0.136995 0.335388 0.176416 0.357829 0.741583 0.584608 threshold=4492.0000000000009 83.983371416288037 7.5456810564319428 6.3944237114723839 4.9765297877802039 83.983371416288037 decision_type=10 8 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0027679750307252476 0.058431528018806939 -0.049787705043446304 0.026850526016871268 0.078077320204757175 -0.059999518067467839 0.038700887307188458 leaf_weight=32.626332560324954 0.35923231299966452 1.4120568418131825 2.4041090574646651 0.4704885128885502 2.2450268746470101 3.7949659728910765 leaf_count=514 11 251 273 3 116 45 internal_value=-0.000604157 -0.0278399 0.000557167 -0.00105799 -0.0360764 0.00155293 internal_weight=43.3122 1.77129 41.5409 39.1368 2.71552 36.4213 internal_count=1213 262 951 678 119 559 is_linear=0 shrinkage=0.1 Tree=492 num_leaves=7 num_cat=0 split_feature=19 0 10 11 2 5 split_gain=0.0115052 2.73794e-13 3.58828e-14 2.19182e-14 2.61835e-14 2.24857e-14 threshold=1.0000000180025095e-35 0.0018145000000000004 25.000000000000004 12.500000000000002 5.5000000000000009 108.50000000000001 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075003567362846829 -0.075002700310994611 -0.075000801842045467 -0.075000398237997284 -0.075001292578974157 -0.075000650220908155 -0.075001452089221793 leaf_weight=0.013012074326979928 0.0010009393931795793 0.0010061281222988319 0.0010549569662430258 0.0020980338049412239 0.0021347274924039539 0.0011280552231482943 leaf_count=17 81 148 271 108 459 129 internal_value=0.0160593 -0.0750011 -0.0750009 -0.075001 -0.0750009 -0.0750011 internal_weight=0.0214349 0.00842284 0.0074219 0.00636694 0.00426891 0.00213418 internal_count=1213 1196 1115 844 736 277 is_linear=0 shrinkage=0.1 Tree=493 num_leaves=7 num_cat=0 split_feature=4 4 3 5 5 6 split_gain=0.17186 0.714996 1.30725 0.57442 0.39689 0.21945 threshold=126.00000000000001 149.00000000000003 1.0000000180025095e-35 63.000000000000007 76.000000000000014 83.77714566791245 decision_type=8 8 8 10 8 8 left_child=3 -2 -3 -1 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.012421243577337303 0.080373749704731587 -0.081588596303080033 0.061889627170663222 -0.058259221861776178 0.015931151857256926 -0.0023372804303080121 leaf_weight=2.716513216495513 1.1507700439542521 1.8492302000522602 1.1733595943078388 1.9936957173049448 9.0808659843896731 23.834367324772757 leaf_count=38 40 17 48 29 277 764 internal_value=0.000497305 0.0027824 0.000297841 -0.0174958 0.00474 0.00270273 internal_weight=41.7988 37.0886 35.9378 4.71021 34.0886 32.9152 internal_count=1213 1146 1106 67 1089 1041 is_linear=0 shrinkage=0.1 Tree=494 num_leaves=7 num_cat=0 split_feature=0 2 5 6 4 5 split_gain=0.175427 0.239374 0.262269 0.310423 0.280878 0.734172 threshold=60.179110500000007 48.000000000000007 10692.000000000002 125.38956572919442 6106.0000000000009 1027.0000000000002 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=0.0013570432259080408 0.050010380515075128 -0.059265539247792154 0.039396699688421688 -0.062844428735952931 0.03068799534516474 -0.060779394573566785 leaf_weight=26.296746079071465 0.6875553724821647 0.69101642967871058 1.6238558649929462 0.81188656532321957 2.6878725640563053 2.0497576799643857 leaf_count=534 14 47 87 55 179 297 internal_value=-8.12944e-07 -0.00100738 0.000195405 -0.00180349 -0.000206603 -0.00313609 internal_weight=34.8487 34.1611 33.4701 31.8463 31.0344 28.3465 internal_count=1213 1199 1152 1065 1010 831 is_linear=0 shrinkage=0.1 Tree=495 num_leaves=7 num_cat=0 split_feature=4 4 0 0 0 0 split_gain=0.136333 0.531212 0.153449 0.147445 1.11941 0.788828 threshold=32495.000000000004 4534.0000000000009 10.883491500000002 0.10875250000000002 0.04603150000000001 0.24661950000000002 decision_type=10 10 10 10 10 8 left_child=1 3 -2 4 -1 -5 right_child=2 -3 -4 5 -6 -7 leaf_value=0.0031178868477518325 0.07966766885206189 -0.065523612379360149 -0.0053420991141721564 0.061809000298926026 -0.064641414970701846 -0.002356104804671261 leaf_weight=25.62550303614535 0.44530784417020086 1.249364859264914 0.40586972748860717 2.3585879855090726 2.6944618149718726 10.209132726042299 leaf_count=282 23 323 47 118 106 314 internal_value=-0.000490894 -0.00129129 0.0391322 0.000671395 -0.00332897 0.00968578 internal_weight=42.9882 42.1371 0.851178 40.8877 28.32 12.5677 internal_count=1213 1143 70 820 388 432 is_linear=0 shrinkage=0.1 Tree=496 num_leaves=7 num_cat=0 split_feature=19 0 14 2 5 7 split_gain=0.010624 1.85916e-13 2.6739e-14 2.73449e-14 6.40612e-15 6.71273e-15 threshold=1.0000000180025095e-35 0.0036350000000000006 5.5000000000000009 5.5000000000000009 1575.0000000000002 74.158399193400456 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.075003288651570313 -0.075002334467552417 -0.075001069533265477 -0.075001241298949736 -0.075000384367197012 -0.075000877401559765 -0.075000533437619255 leaf_weight=0.012050187142449431 0.001003621062181991 0.0019044317421048618 0.0015448160611413186 0.0010124432405973494 0.0010211242963009681 0.0012768359623152037 leaf_count=17 86 276 84 226 139 385 internal_value=0.0162289 -0.0750011 -0.0750009 -0.0750008 -0.0750006 -0.0750007 internal_weight=0.0198135 0.00776327 0.00675965 0.00521484 0.0033104 0.00229796 internal_count=1213 1196 1110 1026 750 524 is_linear=0 shrinkage=0.1 Tree=497 num_leaves=7 num_cat=0 split_feature=15 14 0 0 0 0 split_gain=0.17781 0.290868 0.195222 1.23443 0.914092 0.532472 threshold=4.5000000000000009 3.5000000000000004 0.033227500000000007 0.029193500000000004 0.037647000000000007 0.0078335000000000019 decision_type=10 10 8 8 8 8 left_child=2 -2 3 5 -4 -1 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.0092711449992433602 -0.054780059327900824 0.081052448814409386 0.089334108511720633 -0.12947886911172982 0.0016439994960059442 0.078235042032892055 leaf_weight=5.6977169933670657 1.1270320795592841 0.18328594980994228 1.2355706421658386 0.81055749207735051 31.366551780054579 0.79203865851741273 leaf_count=121 179 11 23 10 767 102 internal_value=0.000467157 -0.0357799 0.00165744 -0.013124 0.00496732 0.0014085 internal_weight=41.2128 1.31032 39.9024 7.30031 32.6021 6.48976 internal_count=1213 190 1023 233 790 223 is_linear=0 shrinkage=0.1 Tree=498 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.154816 0.314973 0.174799 0.551505 0.271548 0.366004 threshold=59.000000000000007 63.000000000000007 0.00084900000000000004 108.50000000000001 126.00000000000001 168.50000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075814610166814955 0.084543194089831353 0.035856367991757135 -0.07850742446569825 0.079924642980791868 -0.081403998105422259 0.00056561237636318796 leaf_weight=0.26803085551364247 0.4400230199098577 1.2653275279008074 0.91633487609214981 0.42140157520771282 0.5545678199268903 30.700477175189008 leaf_count=115 2 19 100 3 27 947 internal_value=-0.000109582 0.000482032 -0.000610434 -0.00202616 0.000186287 -0.000888799 internal_weight=34.5662 34.2981 33.8581 32.5928 31.6764 31.255 internal_count=1213 1098 1096 1077 977 974 is_linear=0 shrinkage=0.1 Tree=499 num_leaves=7 num_cat=0 split_feature=4 4 9 8 0 0 split_gain=0.129547 0.863836 0.375754 0.558604 0.52504 0.437423 threshold=1149.0000000000002 999.50000000000011 6.3944237114723839 5.2927476730057128 10.015227500000002 0.04603150000000001 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -4 -1 right_child=-2 -3 4 -5 -6 -7 leaf_value=0.0041063330402949993 -0.015085189643227321 0.078911424757970944 -0.090063889422212329 0.052785085771988663 0.033846012764113385 -0.023519018761037236 leaf_weight=24.846400364610417 5.2447726955165299 1.3947612792253483 1.042944107219681 1.9547247532755125 0.50878632487729203 7.450456202030181 leaf_count=210 695 21 61 34 7 185 internal_value=-0.000371948 0.00170256 -0.00130521 0.000875302 -0.0494359 -0.00226647 internal_weight=42.4428 37.1981 35.8033 34.2516 1.55173 32.2969 internal_count=1213 518 497 429 68 395 is_linear=0 shrinkage=0.1 Tree=500 num_leaves=7 num_cat=0 split_feature=19 0 14 2 4 2 split_gain=0.00978355 1.41465e-13 1.82875e-14 2.05279e-14 5.56803e-15 7.66704e-15 threshold=1.0000000180025095e-35 0.0069195000000000012 5.5000000000000009 3.5000000000000004 1771.0000000000002 14.500000000000002 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.075003000296456887 -0.075002087399914652 -0.075001054852423157 -0.075001120215249947 -0.075000423288353144 -0.075000874973410694 -0.075000498277645752 leaf_weight=0.011036415802664123 0.0010010728204292709 0.0012749336957540436 0.0014239837985314807 0.0013130108247310091 0.0010678725300579117 0.001093704372266302 leaf_count=17 103 190 84 306 235 278 internal_value=0.015906 -0.075001 -0.0750008 -0.0750007 -0.0750006 -0.0750007 internal_weight=0.018211 0.00717458 0.00617351 0.00474952 0.00347459 0.00216158 internal_count=1213 1196 1093 1009 819 513 is_linear=0 shrinkage=0.1 Tree=501 num_leaves=7 num_cat=0 split_feature=15 14 4 4 3 5 split_gain=0.160906 0.261167 0.174567 0.651391 1.23554 0.542239 threshold=4.5000000000000009 3.5000000000000004 126.00000000000001 149.00000000000003 1.0000000180025095e-35 63.000000000000007 decision_type=10 10 8 8 8 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.011988782714486366 -0.052873341070195257 0.080244459576479243 0.080029084583133708 -0.080981472753458572 0.005794472940182583 -0.057590621393066643 leaf_weight=2.6980212293565264 1.0911708664207243 0.17039771392592218 1.0861864909529675 1.7292986884713162 32.062859901838237 1.9150045067071912 leaf_count=38 179 11 40 17 899 29 internal_value=0.000262853 -0.0348934 0.00138593 0.00380387 0.00135375 -0.0168957 internal_weight=40.7529 1.26157 39.4914 34.8783 33.7922 4.61303 internal_count=1213 190 1023 956 916 67 is_linear=0 shrinkage=0.1 Tree=502 num_leaves=7 num_cat=0 split_feature=20 20 19 19 20 21 split_gain=0.161811 0.313465 0.631823 0.613613 0.42941 0.269356 threshold=0.18647970780000003 0.20344614855000001 0.98495817490000015 0.9405798606500001 0.25338011470000005 0.30524891520000003 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=-0.02903170024808055 0.06088361490395279 -0.088548912368392518 0.10862540165556694 -0.10629775228511462 0.028990743980730045 -0.0016138368509284969 leaf_weight=1.8118467367457922 0.87020757049322128 0.53688963502645493 0.52694064378738303 0.55194458365440269 3.222804069519043 26.705762931676887 leaf_count=29 3 3 1 2 14 1161 internal_value=5.08617e-05 0.00167646 4.31272e-05 -0.00180153 9.16366e-05 0.00168176 internal_weight=34.2264 32.4145 31.5443 31.0174 30.4655 29.9286 internal_count=1213 1184 1181 1180 1178 1175 is_linear=0 shrinkage=0.1 Tree=503 num_leaves=7 num_cat=0 split_feature=4 4 6 6 9 6 split_gain=0.123829 0.459159 0.133096 0.552427 0.781866 0.620792 threshold=32495.000000000004 4534.0000000000009 81.017549035256224 102.50410753707952 6.0513618093080739 92.018638466622647 decision_type=10 10 10 8 10 10 left_child=1 2 -1 4 -4 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0023498555808181471 0.038366817152671456 -0.063147470128811348 0.086750683784525356 -0.0080825299413080087 -0.06944432039779061 0.05790014975135041 leaf_weight=31.170935790235035 0.81208772590161871 1.1578463597368216 1.863266838714478 5.4959298925861058 0.81462162244133629 0.72218658279780357 leaf_count=414 70 323 13 331 43 19 internal_value=-0.000303127 -0.00106489 0.000729163 0.0115178 0.0432001 -0.00960181 internal_weight=42.0369 41.2248 40.0669 8.896 3.40008 1.53681 internal_count=1213 1143 820 406 75 62 is_linear=0 shrinkage=0.1 Tree=504 num_leaves=6 num_cat=0 split_feature=20 4 14 2 5 split_gain=0.00900094 1.04039e-13 1.5498e-14 1.13585e-14 4.10392e-15 threshold=1.0000000180025095e-35 164.50000000000003 5.5000000000000009 5.5000000000000009 2867.5000000000005 decision_type=8 8 8 10 10 left_child=-1 -2 3 -3 -5 right_child=1 2 -4 4 -6 leaf_value=0.075002759326141061 -0.075001743117926206 -0.075000873372925395 -0.075001017776802681 -0.075000372598106366 -0.075000615603605672 leaf_weight=0.010099438688484952 0.001213526476703918 0.0012554557408748224 0.0013117567780227546 0.0012094274865717125 0.001633636094936719 leaf_count=17 177 184 84 398 353 internal_value=0.0155888 -0.0750009 -0.0750007 -0.0750006 -0.0750005 internal_weight=0.0167232 0.0066238 0.00541028 0.00409852 0.00284306 internal_count=1213 1196 1019 935 751 is_linear=0 shrinkage=0.1 Tree=505 num_leaves=7 num_cat=0 split_feature=21 19 19 21 20 19 split_gain=0.182661 0.162991 0.266641 0.201515 0.939123 0.689077 threshold=0.11311668870000001 0.88018356465000014 0.62152410415000003 0.37052061300000005 0.55274229250000018 0.29974229910000011 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=0.042956381899888901 -0.031350981924638595 0.039278613048592211 -0.035183654214451125 -0.064876195785177254 0.078429499451704424 0.0018247014449459136 leaf_weight=0.98177661451336462 1.9018570501357315 0.99343752861022849 2.2454592399299136 1.6301781758666036 1.539081148803233 31.038868813629961 leaf_count=23 15 6 18 8 12 1131 internal_value=0.000350903 -0.000712128 -0.00174792 0.000331243 0.00209267 -0.00150366 internal_weight=40.3307 39.3489 38.3554 36.11 34.2081 32.669 internal_count=1213 1190 1184 1166 1151 1139 is_linear=0 shrinkage=0.1 Tree=506 num_leaves=7 num_cat=0 split_feature=0 2 4 4 3 4 split_gain=0.166772 0.21396 0.411674 0.41322 0.508243 0.788232 threshold=60.179110500000007 12.500000000000002 6106.0000000000009 2306.5000000000005 6.5000000000000009 343.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.00098838393890119509 0.050292038516553221 -0.02511086901759596 0.049499945341769935 -0.07308284878771075 0.041913301849005505 -0.072052245054107775 leaf_weight=23.228447704284932 0.64657009113579889 3.310719098946719 1.6981362381484348 0.77757506797206488 2.7152416113531208 1.5778541700565245 leaf_count=348 14 352 54 108 152 185 internal_value=-9.1895e-06 -0.00098563 0.00167701 -0.00119269 0.00083845 -0.00365751 internal_weight=33.9545 33.308 29.9973 28.2991 27.5215 24.8063 internal_count=1213 1199 847 793 685 533 is_linear=0 shrinkage=0.1 Tree=507 num_leaves=7 num_cat=0 split_feature=19 20 21 19 19 21 split_gain=0.196396 0.190078 0.281051 0.640935 0.981898 0.875466 threshold=0.048263919150000008 0.48973562925000008 0.30524891520000003 0.88018356465000014 0.76380902595000011 0.62272809245000016 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=0.053350572485560611 -0.018232584339062243 -0.034028699756139126 0.0053144634747176248 -0.10138816975182639 0.094319358574113513 -0.087638969407307726 leaf_weight=0.67029885389626997 5.6580892438068986 2.0922336168587208 30.257437583053619 0.56968422420322795 1.2015380263328541 1.048336800187825 leaf_count=20 32 12 1136 3 3 7 internal_value=-0.000339798 -0.00122128 0.00151553 0.00376382 0.00560659 0.00220173 internal_weight=41.4976 40.8273 35.1692 33.077 32.5073 31.3058 internal_count=1213 1193 1161 1149 1146 1143 is_linear=0 shrinkage=0.1 Tree=508 num_leaves=6 num_cat=0 split_feature=19 4 14 2 5 split_gain=0.00844051 8.18005e-14 1.26049e-14 9.16107e-15 3.27147e-15 threshold=1.0000000180025095e-35 164.50000000000003 5.5000000000000009 5.5000000000000009 2867.5000000000005 decision_type=8 8 8 10 10 left_child=-1 -2 3 -3 -5 right_child=1 2 -4 4 -6 leaf_value=0.075002664881368433 -0.0750016113605146 -0.075000810229211026 -0.075000946801377699 -0.075000342964746461 -0.075000569044116949 leaf_weight=0.0096868739638011903 0.0011226267795336744 0.0011634151250632385 0.0012161879531049635 0.0011127412109317447 0.0015067968291475609 leaf_count=17 177 184 84 398 353 internal_value=0.016915 -0.0750008 -0.0750007 -0.0750006 -0.0750005 internal_weight=0.0158086 0.00612177 0.00499914 0.00378295 0.00261954 internal_count=1213 1196 1019 935 751 is_linear=0 shrinkage=0.1 Tree=509 num_leaves=7 num_cat=0 split_feature=21 13 4 7 0 0 split_gain=0.153486 0.140983 0.171732 0.166836 0.634453 0.485331 threshold=0.11311668870000001 49199.500000000007 2168.5000000000005 74.755693581310894 0.16600400000000001 0.058236500000000004 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.039310711312322368 -0.0024744653115842336 -0.078528604816382949 0.03755527736095942 0.026270165638276055 0.044183073360315905 -0.066391165873114402 leaf_weight=0.99127088359091431 32.857462353014853 0.46850467997137357 0.17505860503297299 1.0343519105808803 3.3090666338684969 1.246357621217612 leaf_count=23 709 35 42 71 297 36 internal_value=0.000450986 -0.000534425 -0.0469521 0.000242554 0.0162136 -0.0243672 internal_weight=40.0821 39.0908 0.643563 38.4472 5.58978 2.28071 internal_count=1213 1190 77 1113 404 107 is_linear=0 shrinkage=0.1 Tree=510 num_leaves=7 num_cat=0 split_feature=20 20 21 19 21 21 split_gain=0.154841 0.677484 0.221008 0.580988 0.245779 0.930822 threshold=0.090231592850000014 0.15581312665000005 0.077853006800000013 0.9405798606500001 0.53514027195000013 0.49659266935000007 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=0.049075558770393587 -0.090369421575767162 0.059938371968737407 0.0013209965163285798 -0.10372418242328801 0.017835641112638474 -0.090934317603128215 leaf_weight=0.62589841306908056 0.82933318987488747 0.62749360501766205 22.454962231266119 0.5308762788772573 7.288629673421382 1.1496576704084862 leaf_count=20 6 2 1148 2 29 6 internal_value=-0.000195985 -0.00113388 0.00117508 1.66325e-06 0.00178411 -0.00317228 internal_weight=33.5069 32.881 32.0516 31.4241 30.8932 23.6046 internal_count=1213 1193 1187 1185 1183 1154 is_linear=0 shrinkage=0.1 Tree=511 num_leaves=7 num_cat=0 split_feature=4 2 8 4 4 3 split_gain=0.117102 0.613643 0.539445 0.2428 0.563777 0.45866 threshold=2133.0000000000005 13.500000000000002 5.8665380592534033 999.50000000000011 1149.0000000000002 10.500000000000002 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 -1 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.0011566789569189243 -0.085986992963622652 0.068363337720730236 -0.031814807917160251 0.078699712128968813 0.027373116312830365 -0.077946894068257389 leaf_weight=34.843492506205394 0.95012489656664856 0.92457808530889485 1.2840388689883182 1.2885579895228141 1.2587686428450977 0.61576885369277068 leaf_count=497 190 23 302 21 159 21 internal_value=-0.000286091 -0.0187868 0.0101221 0.00125151 0.0277792 -0.00722357 internal_weight=41.1653 3.15874 2.20862 38.0066 3.1631 1.87454 internal_count=1213 515 325 698 201 180 is_linear=0 shrinkage=0.1 Tree=512 num_leaves=5 num_cat=0 split_feature=19 4 11 3 split_gain=0.00792107 6.60496e-14 1.03572e-14 3.19276e-15 threshold=1.0000000180025095e-35 168.50000000000003 12.500000000000002 5.5000000000000009 decision_type=8 8 8 10 left_child=-1 -2 3 -3 right_child=1 2 -4 -5 leaf_value=0.075002575200337041 -0.075001440781749973 -0.075000622909882936 -0.075000818165434649 -0.075000410881775115 leaf_weight=0.0093560122768394649 0.0011895408822510953 0.0011721064507810297 0.0014801723709041426 0.0018020906545501703 leaf_count=17 204 279 214 499 internal_value=0.0185619 -0.0750008 -0.0750006 -0.0750005 internal_weight=0.0149999 0.00564391 0.00445437 0.0029742 internal_count=1213 1196 992 778 is_linear=0 shrinkage=0.1 Tree=513 num_leaves=7 num_cat=0 split_feature=0 6 21 0 0 3 split_gain=0.149146 0.195491 0.14665 0.155508 0.724918 0.229453 threshold=45.141901000000011 127.70958684588204 0.11311668870000001 23.872839500000005 20.176897000000004 14.500000000000002 decision_type=10 10 8 10 10 8 left_child=1 2 -1 4 -4 -5 right_child=-2 -3 3 5 -6 -7 leaf_value=0.038531877410389555 -0.043988483187587253 0.051281547106374697 -0.00021585115007551953 0.0065534122578730803 -0.094251052942444805 0.073108423941849146 leaf_weight=0.98285184653650504 0.73735109792323683 0.77045110240578552 33.365047728060745 2.3700714457081626 0.84045046754181285 0.66288228216581035 leaf_count=23 25 16 1052 53 3 41 internal_value=0.00056697 0.00140953 0.000404231 -0.00060209 -0.00252635 0.0210997 internal_weight=39.7291 38.9918 38.2213 37.2385 34.2055 3.03295 internal_count=1213 1188 1172 1149 1055 94 is_linear=0 shrinkage=0.1 Tree=514 num_leaves=7 num_cat=0 split_feature=0 2 5 6 4 8 split_gain=0.155532 0.18897 0.218966 0.268002 0.236595 1.0201 threshold=60.179110500000007 48.000000000000007 10692.000000000002 125.38956572919442 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=0.0031182478294835766 0.049579514484301077 -0.055462478646912498 0.037093848044061933 -0.06152004955307902 0.028560676684763142 -0.06328764689738689 leaf_weight=24.512509635460461 0.61730089667253096 0.62687169087439443 1.5141026499804855 0.7350095497968131 2.5770956956839646 2.5543510252900878 leaf_count=393 14 47 87 55 179 438 internal_value=-0.000145923 -0.00108982 -2.11055e-05 -0.00187093 -0.000391958 -0.0031486 internal_weight=33.1372 32.5199 31.8931 30.379 29.644 27.0669 internal_count=1213 1199 1152 1065 1010 831 is_linear=0 shrinkage=0.1 Tree=515 num_leaves=7 num_cat=0 split_feature=0 0 0 4 3 0 split_gain=0.116922 2.16264 0.949032 0.936932 1.3446 0.994604 threshold=0.04603150000000001 0.041996000000000006 0.10875250000000002 163.00000000000003 2.5000000000000004 0.033227500000000007 decision_type=8 10 8 10 8 10 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=-0.0012507554101875507 -0.063101206391798226 0.18158263928121041 0.001685608549850452 0.079497673422152138 -0.084298629905638328 -0.090469595210206921 leaf_weight=4.6936995293945039 2.4576505153756925 0.67657314284588288 28.262620051227714 2.2734748804941778 0.64288689254021836 1.7028028219938276 leaf_count=82 118 5 804 14 162 28 internal_value=-0.000441372 0.00895675 -0.0034974 -0.0035844 0.0433902 -0.0250016 internal_weight=40.7097 9.98944 30.7203 9.31286 2.91636 6.3965 internal_count=1213 291 922 286 176 110 is_linear=0 shrinkage=0.1 Tree=516 num_leaves=5 num_cat=0 split_feature=19 4 11 2 split_gain=0.00740698 5.2553e-14 8.41471e-15 5.15365e-15 threshold=1.0000000180025095e-35 168.50000000000003 12.500000000000002 9.5000000000000018 decision_type=8 8 8 10 left_child=-1 -2 3 -3 right_child=1 2 -4 -5 leaf_value=0.075002466205089657 -0.075001337289823278 -0.075000589238888263 -0.075000761062563426 -0.075000314123091119 leaf_weight=0.0089426945633022115 0.0011022002254321714 0.0014264679935394042 0.0013781252269637889 0.0013026980114005937 leaf_count=17 204 359 214 419 internal_value=0.0197855 -0.0750007 -0.0750006 -0.0750005 internal_weight=0.0141522 0.00520949 0.00410729 0.00272917 internal_count=1213 1196 992 778 is_linear=0 shrinkage=0.1 Tree=517 num_leaves=7 num_cat=0 split_feature=15 14 11 14 6 3 split_gain=0.148174 0.210145 0.161607 0.41128 0.178835 0.724753 threshold=4.5000000000000009 3.5000000000000004 6.5000000000000009 4.5000000000000009 83.77714566791245 2.5000000000000004 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=-0.0019386146154985627 -0.051230251723628273 0.078733971667777528 0.055962242340971718 -0.064367471340991592 -0.012068725446129688 0.047913417786985601 leaf_weight=23.954881859943274 0.99956529546761774 0.14210181121597998 1.3840471646399224 0.35739684477448475 9.085194062208755 3.3204810388706383 leaf_count=323 179 11 217 7 281 195 internal_value=0.00044439 -0.0350538 0.00150804 0.031267 8.2771e-05 0.00413033 internal_weight=39.2437 1.14167 38.102 1.74144 36.3606 27.2754 internal_count=1213 190 1023 224 799 518 is_linear=0 shrinkage=0.1 Tree=518 num_leaves=7 num_cat=0 split_feature=19 19 21 21 21 19 split_gain=0.15784 1.37091 0.63608 0.851843 0.831411 0.564282 threshold=0.62152410415000003 0.67010311760000008 0.76615868215000016 0.5633073943500001 0.30524891520000003 0.98495817490000015 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=-0.010409813407396865 0.090011554249118497 -0.00035853283079130777 -0.097387244946900098 0.087115978033427785 -0.067019905202827898 0.10623131281717982 leaf_weight=10.039842822930948 1.7375070601701734 16.870662686262239 0.68226683139800925 1.0819103568792332 1.8923042938113201 0.51173150539398093 leaf_count=65 6 1128 3 3 7 1 internal_value=3.6006e-05 0.00464053 -0.00240988 0.000773353 -0.00407315 0.00277943 internal_weight=32.8162 22.7764 21.0389 20.3566 19.2747 17.3824 internal_count=1213 1148 1142 1139 1136 1129 is_linear=0 shrinkage=0.1 Tree=519 num_leaves=7 num_cat=0 split_feature=21 21 21 21 10 16 split_gain=0.147083 0.576144 0.402017 0.728938 0.156544 0.277549 threshold=0.91302578255000011 0.87646589255000007 0.78946906100000003 0.62272809245000016 35.000000000000007 1.0000000180025095e-35 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=0.0012851258921697955 0.038320604702484273 -0.09486683459128846 0.048042354551315225 -0.088496028958059747 0.050348054479516985 -0.04210179304717937 leaf_weight=33.88597053498188 0.954351507127284 0.64877025969326396 1.6771915704011906 0.94960924610495467 0.6134657469810908 1.5414969055738641 leaf_count=751 4 6 6 9 141 296 internal_value=-0.00046935 -0.00141092 0.000157091 -0.00201408 0.000264554 -0.000602697 internal_weight=40.2709 39.3165 38.6677 36.9905 36.0409 35.4275 internal_count=1213 1209 1203 1197 1188 1047 is_linear=0 shrinkage=0.1 Tree=520 num_leaves=5 num_cat=0 split_feature=19 4 11 2 split_gain=0.00683301 4.28195e-14 5.75755e-15 4.14165e-15 threshold=1.0000000180025095e-35 168.50000000000003 12.500000000000002 9.5000000000000018 decision_type=8 8 8 10 left_child=-1 -2 3 -3 right_child=1 2 -4 -5 leaf_value=0.075002289582693601 -0.075001241143164407 -0.07500054639199355 -0.075000686159512941 -0.075000289127406444 leaf_weight=0.0082827564619947225 0.0010236748761371936 0.0013182508588585051 0.0012614725080908329 0.0011912944389251834 leaf_count=17 204 359 214 419 internal_value=0.0200055 -0.0750007 -0.0750005 -0.0750004 internal_weight=0.0130774 0.00479469 0.00377102 0.00250955 internal_count=1213 1196 992 778 is_linear=0 shrinkage=0.1 Tree=521 num_leaves=7 num_cat=0 split_feature=21 20 20 19 20 19 split_gain=0.153601 0.147107 0.798109 0.333755 0.946149 0.70738 threshold=0.11311668870000001 0.84371861875000009 0.70806328110000016 0.77396592615000015 0.67153127420000003 0.62152410415000003 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=0.039965756127199367 0.00018141043626579713 0.031657072007479539 -0.083322748288848447 0.072126948822820239 0.12543019369112635 -0.081056521624813527 leaf_weight=0.96554157914943062 33.132153668964747 1.3776376023888577 1.1580729782581318 0.64834749512374301 0.58854128420352836 1.107687972486018 leaf_count=23 1153 10 7 6 6 8 internal_value=0.000577662 -0.000422822 -0.00162917 0.00103756 -0.0002858 -0.00244671 internal_weight=38.978 38.0124 36.6348 35.4767 34.8284 34.2398 internal_count=1213 1190 1180 1173 1167 1161 is_linear=0 shrinkage=0.1 Tree=522 num_leaves=7 num_cat=0 split_feature=20 20 20 19 19 21 split_gain=0.158903 0.249971 0.386681 0.510748 0.540275 0.218582 threshold=0.18647970780000003 0.20344614855000001 0.25338011470000005 0.98495817490000015 0.9405798606500001 0.30524891520000003 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=-0.029833382466214531 0.056146456312679754 -0.086760660085726887 0.026666215567961449 0.10304542731286997 -0.1024795091847705 -0.001343575331907721 leaf_weight=1.6926036703280258 0.81893699616193771 0.50334732234477997 3.13164222240448 0.4883841872215261 0.50621572136878867 25.249171099432733 leaf_count=29 3 3 14 1 2 1161 internal_value=-4.70902e-06 0.00163998 0.000146029 0.00163517 -7.93386e-05 0.00174713 internal_weight=32.3903 30.6977 29.8788 29.3754 28.887 28.3808 internal_count=1213 1184 1181 1178 1177 1175 is_linear=0 shrinkage=0.1 Tree=523 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 19 split_gain=0.122284 0.182993 0.34527 0.516451 0.518082 0.8868 threshold=0.91302578255000011 0.048263919150000008 0.32872809605000003 0.37209006015000007 0.49277379045000008 0.59331907385000016 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=0.051976694298998372 0.034703590835080948 -0.034087115384680171 0.082542868095831778 -0.056625338606847202 0.0726270050027846 -0.0023497980869598865 leaf_weight=0.63099947767028652 0.95930247008800407 3.1402244120836258 0.75125962123274803 1.6115336604416368 1.6617535427212713 31.116793542340019 leaf_count=20 4 17 3 11 7 1151 internal_value=-0.000567448 -0.00143698 -0.0023174 0.000521536 -0.00127024 0.00145125 internal_weight=39.8719 38.9126 38.2816 35.1413 34.3901 32.7785 internal_count=1213 1209 1189 1172 1169 1158 is_linear=0 shrinkage=0.1 Tree=524 num_leaves=5 num_cat=0 split_feature=19 4 11 7 split_gain=0.00640654 3.1353e-14 4.55105e-15 1.08789e-15 threshold=1.0000000180025095e-35 176.00000000000003 12.500000000000002 72.192781170150241 decision_type=8 8 8 10 left_child=-1 -2 3 -3 right_child=1 2 -4 -5 leaf_value=0.075002199543936721 -0.075001111335191273 -0.075000465795841756 -0.075000637166046866 -0.075000327448536797 leaf_weight=0.0079190410178853199 0.0010045130208027339 0.0010969347679008479 0.0011641237147586025 0.0011800853561680924 leaf_count=17 208 323 214 451 internal_value=0.0210695 -0.0750006 -0.0750005 -0.0750004 internal_weight=0.0123647 0.00444566 0.00344114 0.00227702 internal_count=1213 1196 988 774 is_linear=0 shrinkage=0.1 Tree=525 num_leaves=7 num_cat=0 split_feature=21 20 20 21 19 21 split_gain=0.157911 0.138003 0.57019 0.519459 1.08704 0.429238 threshold=0.11311668870000001 0.48973562925000008 0.55274229250000018 0.30524891520000003 0.32872809605000003 0.41913016440000006 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=0.040937647142319573 0.017451413485213223 -0.081808395092464223 -0.059410677182724969 0.11729745231001008 0.084536181421477341 -0.002318631859379661 leaf_weight=0.94531733019539388 3.8706300910562277 0.88247875869274139 1.4257679544389246 0.80111529678106308 0.57987615838646889 30.328542847244542 leaf_count=23 30 6 9 7 6 1132 internal_value=0.000566919 -0.000440332 -0.0024761 -0.000363276 0.00229169 -0.000689139 internal_weight=38.8337 37.8884 34.0178 33.1353 31.7095 30.9084 internal_count=1213 1190 1160 1154 1145 1138 is_linear=0 shrinkage=0.1 Tree=526 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=0.146749 0.989467 0.599246 0.54429 0.562193 0.795122 threshold=0.43664927860000008 0.47672111840000003 0.57317364400000004 0.67010311760000008 0.76615868215000016 0.5633073943500001 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=-0.013918675605677153 0.095870944053146723 -0.05986443103958991 0.046653628594805124 -0.0039116394713484383 -0.09562193605813693 0.085159446771961092 leaf_weight=6.1097198051847954 1.1056468486785889 1.6072196736931799 2.5722171515226364 19.012308782268537 0.62369400262832542 1.0579837709665287 leaf_count=47 3 9 12 1136 3 3 internal_value=2.60951e-05 0.00330561 -0.00080901 0.00327051 -0.00212191 0.000783647 internal_weight=32.0888 25.9791 24.8734 23.2662 20.694 20.0703 internal_count=1213 1166 1163 1154 1142 1139 is_linear=0 shrinkage=0.1 Tree=527 num_leaves=7 num_cat=0 split_feature=0 0 0 3 6 2 split_gain=0.106531 1.66179 0.846335 0.694769 1.22816 0.588706 threshold=0.04603150000000001 0.041996000000000006 0.10875250000000002 1.5000000000000002 75.37430065061649 3.5000000000000004 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.0033566807807623336 -0.061237056569990282 0.15218073340823457 0.060824470337339932 -0.086968951087702473 0.076161549714841736 -0.00053114678042090935 leaf_weight=9.0256998433532623 2.3435466511008398 0.74350725529802808 1.8341286247596169 1.6269519450143004 1.0464368835091615 23.000226203726925 leaf_count=286 118 5 38 51 10 705 internal_value=-0.000583371 0.00848084 -0.00354975 0.00136497 -0.00288283 0.00280628 internal_weight=39.6205 9.76921 29.8513 27.5077 25.6736 24.0467 internal_count=1213 291 922 804 766 715 is_linear=0 shrinkage=0.1 Tree=528 num_leaves=4 num_cat=0 split_feature=19 4 2 split_gain=0.00600286 2.43503e-14 2.24755e-15 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 decision_type=8 10 10 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.075002118274752339 -0.075000999244000777 -0.075000534153041282 -0.075000361651698488 leaf_weight=0.0075935962522635236 0.0010098392077679819 0.0012997263037846096 0.0018032039870377048 leaf_count=17 96 341 759 internal_value=0.022302 -0.0750006 -0.0750004 internal_weight=0.0117064 0.00411277 0.00310293 internal_count=1213 1196 1100 is_linear=0 shrinkage=0.1 Tree=529 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.14834 2.28328 0.790928 0.582706 0.413836 0.709911 threshold=0.033227500000000007 0.030054500000000001 0.037647000000000007 0.0078335000000000019 6.6500000000000004e-05 140.00000000000003 decision_type=8 8 8 8 10 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=0.044198748792754233 0.08646606797547246 -0.19868977471376087 0.00048193206031935711 0.075765213316204061 -0.044991512264735425 -0.052413149201916309 leaf_weight=2.3367272093892093 1.1086567677557493 0.60250894026830781 30.519111594854621 0.98327129505923938 1.9339618494268505 1.1275953352451322 leaf_count=55 24 5 944 113 60 12 internal_value=0.000583304 -0.0126068 0.00349596 0.00496203 -0.00793442 0.0127527 internal_weight=38.6118 6.98406 31.6278 6.38156 5.39828 3.46432 internal_count=1213 245 968 240 127 67 is_linear=0 shrinkage=0.1 Tree=530 num_leaves=7 num_cat=0 split_feature=20 21 19 20 19 21 split_gain=0.163309 0.852573 1.01075 0.77196 0.505467 0.547937 threshold=0.31576698785000007 0.90949772080000013 0.20868862815000003 0.34051073370000001 0.9405798606500001 0.30524891520000003 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.017574105340630284 -0.096126386167397368 0.084315471973608114 0.097414469243749344 0.044994944856461661 -0.10105173025033201 -0.0034576544544187775 leaf_weight=4.5480294126373337 1.0698636621236799 1.2281196936964978 0.839251309633255 2.6259787380695343 0.48643659055232902 20.989570975045375 leaf_count=41 8 4 2 11 2 1145 internal_value=-3.26904e-05 0.00289613 -0.000948098 0.00313461 -0.000148294 0.00193013 internal_weight=31.7873 27.2392 26.0111 24.9412 24.102 23.6155 internal_count=1213 1172 1168 1160 1158 1156 is_linear=0 shrinkage=0.1 Tree=531 num_leaves=7 num_cat=0 split_feature=4 4 0 8 0 5 split_gain=0.10535 0.364517 0.146561 0.126285 0.693807 0.708656 threshold=32495.000000000004 4353.5000000000009 10.883491500000002 4.4954850976912946 0.27086550000000004 56.000000000000007 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=0.0034333878006395386 0.079233762909695873 -0.058279772657359334 -0.0093756025691338514 0.01137483198093418 0.045353320915584985 -0.061916834351091993 leaf_weight=25.26408889027471 0.38816317136388434 1.09002358896896 0.35958426608704031 8.1723663363962924 0.7610930129885668 3.227251454256475 leaf_count=279 23 327 47 438 16 83 internal_value=-0.00055382 -0.00127558 0.0366224 0.000384708 -0.00268565 -0.0414465 internal_weight=39.2626 38.5148 0.747747 37.4248 29.2524 3.98834 internal_count=1213 1143 70 816 378 99 is_linear=0 shrinkage=0.1 Tree=532 num_leaves=4 num_cat=0 split_feature=19 2 11 split_gain=0.00550246 1.7993e-14 2.5405e-15 threshold=1.0000000180025095e-35 2.5000000000000004 11.500000000000002 decision_type=8 8 8 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.075001911543895516 -0.075000895666730849 -0.075000327746164955 -0.075000524045765793 leaf_weight=0.006861662317533046 0.0010084242015295786 0.001723583615792279 0.0010676136885194865 leaf_count=17 253 716 227 internal_value=0.0215419 -0.0750005 -0.0750004 internal_weight=0.0106613 0.00379962 0.0027912 internal_count=1213 1196 943 is_linear=0 shrinkage=0.1 Tree=533 num_leaves=7 num_cat=0 split_feature=21 20 20 21 19 21 split_gain=0.156905 0.134272 0.530454 0.45128 0.872893 0.344089 threshold=0.11311668870000001 0.48973562925000008 0.55274229250000018 0.30524891520000003 0.32872809605000003 0.41913016440000006 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=0.041184809449112347 0.017335015935314183 -0.081363110647276152 -0.057285700675002653 0.10406186814333654 0.073395844561335633 -0.0022054852048525625 leaf_weight=0.93237226802011719 3.8507772292941809 0.82931141182780266 1.336256321519613 0.81699350476264954 0.61441867426037788 29.836281126277761 leaf_count=23 30 6 9 7 6 1132 internal_value=0.000665664 -0.000347609 -0.00238426 -0.00037536 0.00205676 -0.00068004 internal_weight=38.2164 37.284 33.4333 32.6039 31.2677 30.4507 internal_count=1213 1190 1160 1154 1145 1138 is_linear=0 shrinkage=0.1 Tree=534 num_leaves=7 num_cat=0 split_feature=5 3 0 0 9 0 split_gain=0.146081 0.28573 0.274579 0.324028 0.322428 1.22225 threshold=44852.000000000007 14.500000000000002 20.176897000000004 30.053426000000005 5.8354399440149409 0.0036350000000000006 decision_type=10 10 10 10 8 8 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.02888296982709504 0.039931214317128989 -0.041026089738927074 0.066935886424125665 -0.00016132430407547028 0.0025557301807910674 -0.083164884424256097 leaf_weight=1.8961070626064747 0.88788113670307112 1.7024338939791039 1.3180299024097615 1.585569307208061 22.051946339237475 2.0008496193331666 leaf_count=89 50 148 18 43 614 251 internal_value=-5.40258e-05 -0.00121594 0.00113305 0.0302961 -0.0021302 -0.0286468 internal_weight=31.4428 30.5549 28.8525 2.9036 25.9489 3.89696 internal_count=1213 1163 1015 61 954 340 is_linear=0 shrinkage=0.1 Tree=535 num_leaves=7 num_cat=0 split_feature=21 20 20 21 19 7 split_gain=0.101682 0.332603 0.425421 0.296905 0.749537 0.797124 threshold=0.91302578255000011 0.48973562925000008 0.25338011470000005 0.34062051785000008 0.9405798606500001 87.44524843734844 decision_type=10 8 10 10 8 8 left_child=1 2 -1 4 -3 -6 right_child=-2 3 -4 -5 5 -7 leaf_value=0.0050004860331697779 0.031552823938937581 -0.063242966667613851 -0.053945728680829447 0.022701769137628447 -0.00092079856627319025 0.099764045987373248 leaf_weight=2.3490738214208022 0.95819889008998771 1.8731005787849424 2.5571649800986052 5.8097740877419701 24.424325698108085 0.81247365474700828 leaf_count=34 4 14 14 26 1119 2 internal_value=-0.000618043 -0.00143299 -0.0257227 0.00218707 -0.00220933 0.00232065 internal_weight=38.7841 37.8259 4.90624 32.9197 27.1099 25.2368 internal_count=1213 1209 48 1161 1135 1121 is_linear=0 shrinkage=0.1 Tree=536 num_leaves=4 num_cat=0 split_feature=19 4 11 split_gain=0.00517099 1.31332e-14 1.97477e-15 threshold=1.0000000180025095e-35 343.00000000000006 10.500000000000002 decision_type=8 8 8 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.075001844248823585 -0.075000792221457571 -0.075000293389649947 -0.075000474172400286 leaf_weight=0.0066096154478145763 0.001047843570859186 0.0014282252843003107 0.0010470601890659736 leaf_count=17 272 679 245 internal_value=0.0228464 -0.0750005 -0.0750004 internal_weight=0.0101327 0.00352313 0.00247529 internal_count=1213 1196 924 is_linear=0 shrinkage=0.1 Tree=537 num_leaves=7 num_cat=0 split_feature=15 16 4 4 5 5 split_gain=0.138913 0.263091 0.150494 0.587456 1.00277 0.403256 threshold=4.5000000000000009 2.0000000000000004 126.00000000000001 149.00000000000003 1.0000000180025095e-35 63.000000000000007 decision_type=10 10 8 8 8 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.0097907604613506009 -0.056764556094685975 0.072755271902461269 0.079602484777011664 -0.079847863818097664 0.0055394459414718766 -0.0505312122474917 leaf_weight=2.6541980989277354 0.9102467526536191 0.18947788192599546 0.99651897698640723 1.4416620656847978 29.902102446110803 1.90266428142786 leaf_count=38 100 90 40 17 899 29 internal_value=0.000574028 -0.0344488 0.00161789 0.0040152 0.00161204 -0.015396 internal_weight=37.9969 1.09972 36.8971 32.3403 31.3438 4.55686 internal_count=1213 190 1023 956 916 67 is_linear=0 shrinkage=0.1 Tree=538 num_leaves=7 num_cat=0 split_feature=19 19 19 20 20 20 split_gain=0.149385 1.19892 0.498464 0.973274 0.342099 0.355504 threshold=0.62152410415000003 0.67010311760000008 0.98495817490000015 0.45636420520000004 0.51009190655000014 0.79922031560000006 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=-0.010691577834570636 0.088347979472774063 -0.11799170844038445 0.10022951413251419 0.093037624673972211 -0.035896927648432567 0.0035269471120886169 leaf_weight=9.3728033226143435 1.578084349632263 0.72877772897481918 0.46438118815421958 0.38531786203384399 2.6730691194534302 15.849871608203122 leaf_count=65 6 5 1 1 10 1125 internal_value=-0.000142945 0.0044176 -0.00217145 -0.00459305 -0.00022235 -0.00216236 internal_weight=31.0523 21.6795 20.1014 19.637 18.9083 18.5229 internal_count=1213 1148 1142 1141 1136 1135 is_linear=0 shrinkage=0.1 Tree=539 num_leaves=7 num_cat=0 split_feature=4 10 5 5 8 0 split_gain=0.1016 0.279094 0.317721 0.353689 0.273909 0.709343 threshold=1149.0000000000002 41.000000000000007 2088.0000000000005 4385.0000000000009 4.4954850976912946 0.16056050000000002 decision_type=10 8 10 10 10 10 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.0025498371588252313 -0.062119085524086695 0.054369876977126377 0.027139272348699263 -0.047811336783552837 -0.023731724314578283 0.04972378337299245 leaf_weight=28.497188155805361 1.3896912372210852 0.52042895118938748 1.5674735650172809 1.0522788094277187 2.1258201436350523 3.4452329723571893 leaf_count=371 186 122 182 205 75 72 internal_value=-0.000456085 -0.0145261 -0.0234689 -0.00296622 0.00141473 0.0216944 internal_weight=38.5981 4.52987 4.00944 2.61975 34.0682 5.57105 internal_count=1213 695 573 387 518 147 is_linear=0 shrinkage=0.1 Tree=540 num_leaves=4 num_cat=0 split_feature=19 2 8 split_gain=0.00484598 1.01679e-14 1.1872e-15 threshold=1.0000000180025095e-35 3.5000000000000004 6.6573212569383529 decision_type=8 8 8 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.07500183560908795 -0.075000722823383825 -0.075000265047846848 -0.075000411068298314 leaf_weight=0.0064278700010618195 0.0010094874428148159 0.0010805702812106688 0.0011488706083184752 leaf_count=17 275 614 307 internal_value=0.0247425 -0.0750005 -0.0750003 internal_weight=0.0096668 0.00323893 0.00222944 internal_count=1213 1196 921 is_linear=0 shrinkage=0.1 Tree=541 num_leaves=7 num_cat=0 split_feature=21 0 4 0 0 0 split_gain=0.145631 0.125082 1.37597 0.623134 0.456179 1.9453 threshold=0.11311668870000001 3.5000000000000004e-05 163.00000000000003 0.0036350000000000006 0.030054500000000001 0.033227500000000007 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=0.040075935100361247 0.079949072211326466 -0.05588609465739458 -0.081395853203823823 0.051357970930099667 -0.17442982105592608 0.0023549846920184981 leaf_weight=0.91434223324176855 1.4779372289776795 2.0085270751733324 0.8228432536125182 1.7376842282246787 0.6356192789971854 30.01348835612589 leaf_count=23 57 24 5 139 5 960 internal_value=0.000654934 -0.000327304 0.0222462 -0.0018373 0.00151464 -0.00131128 internal_weight=37.6104 36.6961 2.30078 34.3953 32.3868 30.6491 internal_count=1213 1190 62 1128 1104 965 is_linear=0 shrinkage=0.1 Tree=542 num_leaves=7 num_cat=0 split_feature=20 20 20 21 19 20 split_gain=0.143881 0.230788 0.242734 0.756857 0.886779 0.678077 threshold=0.18647970780000003 0.20344614855000001 0.31576698785000007 0.90949772080000013 0.20868862815000003 0.34051073370000001 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=-0.029509250252448289 0.054843526944332838 -0.033023870740681888 -0.093962046403691366 0.079775187444696333 0.094357298127701716 -0.00044397078200180697 leaf_weight=1.5851554510227286 0.78699559718370438 2.0702205076813698 0.98961641266942024 1.2103779837489117 0.77972075343132019 23.311483850538956 leaf_count=29 3 9 8 4 2 1158 internal_value=-0.000168785 0.00142681 -5.54352e-05 0.00254056 -0.00118671 0.00262431 internal_weight=30.7336 29.1484 28.3614 26.2912 25.0808 24.0912 internal_count=1213 1184 1181 1172 1168 1160 is_linear=0 shrinkage=0.1 Tree=543 num_leaves=7 num_cat=0 split_feature=4 0 0 4 2 0 split_gain=0.103734 0.206336 2.28311 1.25533 0.952191 0.55582 threshold=109.00000000000001 0.030054500000000001 0.033227500000000007 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=0.021674475671319485 -0.079744007542828732 0.19467323178089657 -0.080401081548714393 0.082655663294940354 -0.057414972970844552 -0.00044894444083252473 leaf_weight=1.9959136880934227 1.9908466637134541 0.59704341081669809 0.89503403694834816 1.3219166249036791 0.7668645192986786 30.488232736728037 leaf_count=20 61 5 24 7 152 944 internal_value=-0.000517244 -0.00174555 0.000956187 -0.0229246 0.0312308 -0.00272914 internal_weight=38.0559 36.0599 31.9803 4.07963 2.08878 31.3833 internal_count=1213 1193 973 220 159 968 is_linear=0 shrinkage=0.1 Tree=544 num_leaves=3 num_cat=0 split_feature=19 2 split_gain=0.00452928 7.31424e-15 threshold=1.0000000180025095e-35 4.5000000000000009 decision_type=8 8 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001769039571384 -0.075000647643364005 -0.075000316308068665 leaf_weight=0.0061510079322033562 0.0010014118737444733 0.0019907412372646149 leaf_count=17 314 882 internal_value=0.0259127 -0.0750004 internal_weight=0.00914316 0.00299215 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=545 num_leaves=7 num_cat=0 split_feature=21 10 13 6 7 9 split_gain=0.137578 0.127586 0.349666 0.155447 0.473734 0.396044 threshold=0.11311668870000001 30.500000000000004 49191.500000000007 123.3400999086484 73.565496186226582 7.9949551372529388 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 -2 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.039476817497703355 -0.0014420517762973898 0.06432554878814617 -0.074965919747172372 -0.035638982650748725 0.06275069511758849 -0.037595467098627593 leaf_weight=0.89773072938260157 31.717880050680833 0.24747794691938807 0.66313297751185019 1.0647854763083153 2.0749802236678083 0.48530722048599262 leaf_count=23 849 103 97 32 83 26 internal_value=0.000805375 -0.000152228 -0.0371105 0.000800001 0.020417 0.0437299 internal_weight=37.1513 36.2536 0.910611 35.343 3.62507 2.56029 internal_count=1213 1190 200 990 141 109 is_linear=0 shrinkage=0.1 Tree=546 num_leaves=7 num_cat=0 split_feature=0 0 4 4 3 5 split_gain=0.136043 0.39879 0.315798 0.223195 0.18242 0.445933 threshold=0.00025450000000000006 0.00084900000000000004 115.00000000000001 126.00000000000001 3.5000000000000004 126.00000000000001 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.049454919930061715 0.067502908741457632 -0.07942858229003924 0.079060180251944404 0.0079831074924003303 0.0017630280237947685 -0.078126875314481689 leaf_weight=0.54734672969971399 0.87159432333828846 0.50634278275538491 0.35481823980808513 1.501354909967634 25.678099039590961 1.0032870035938684 leaf_count=72 15 33 3 125 862 103 internal_value=-5.01242e-05 0.000853807 -0.0011463 0.000242663 -0.000749643 -0.0265101 internal_weight=30.4628 29.9155 29.0439 28.5376 28.1827 2.50464 internal_count=1213 1141 1126 1093 1090 228 is_linear=0 shrinkage=0.1 Tree=547 num_leaves=7 num_cat=0 split_feature=4 4 15 8 4 4 split_gain=0.0976267 0.305207 0.304218 0.265084 0.212003 0.489334 threshold=23996.500000000004 2133.0000000000005 4.5000000000000009 6.1448130710883326 999.50000000000011 1149.0000000000002 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=-0.0017536878952362776 0.032002251259150079 -0.069508899988014336 0.078522466958251352 -0.054954096362247767 0.07817082758737405 -0.0075353061307313288 leaf_weight=32.000332629846895 0.88780698912978451 1.2406908210120933 0.32418683171272289 0.27500937484387578 1.1179759092628949 1.6483813629774884 leaf_count=497 82 376 5 52 21 180 internal_value=-0.0007636 -0.00155826 -0.0412504 0.0172616 0.000542285 0.0271014 internal_weight=37.4944 36.6066 1.83989 0.599196 34.7667 2.76636 internal_count=1213 1131 433 57 698 201 is_linear=0 shrinkage=0.1 Tree=548 num_leaves=3 num_cat=0 split_feature=19 2 split_gain=0.00423597 5.59058e-15 threshold=1.0000000180025095e-35 5.5000000000000009 decision_type=8 8 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001701467748538 -0.075000578521162389 -0.075000285402875608 leaf_weight=0.0059133510003448464 0.0010493747614930271 0.001712516202360348 leaf_count=17 361 835 internal_value=0.0272463 -0.0750004 internal_weight=0.00867524 0.00276189 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=549 num_leaves=7 num_cat=0 split_feature=8 6 0 5 4 3 split_gain=0.12904 0.229841 0.292485 1.15783 0.753329 1.08741 threshold=7.2916023631910933 123.3400999086484 4.6811795000000016 200.50000000000003 467.50000000000006 1.5000000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.0019036909955515832 -0.030388017410472715 0.029864650213868534 0.028001132375635986 -0.067180855409479226 0.036579418573442699 -0.079371472725598108 leaf_weight=20.352163713425405 1.2890668796171656 2.7001498334575436 2.4126083310693494 2.7175720097584417 5.5337913159601149 1.7910458137048397 leaf_count=294 86 126 42 122 519 24 internal_value=0.000691996 0.00182033 -0.000487817 -0.0224189 0.00357731 -0.00467022 internal_weight=36.7964 35.5073 32.8072 5.13018 27.677 22.1432 internal_count=1213 1127 1001 164 837 318 is_linear=0 shrinkage=0.1 Tree=550 num_leaves=7 num_cat=0 split_feature=19 19 19 20 20 20 split_gain=0.134377 1.11144 0.438856 0.867725 0.310143 0.302345 threshold=0.62152410415000003 0.67010311760000008 0.98495817490000015 0.45636420520000004 0.51009190655000014 0.79922031560000006 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=-0.010099108010052345 0.087453997220928281 -0.11520435609067109 0.097273519333742564 0.0913828823751517 -0.03313909128054196 0.0034060589157145073 leaf_weight=9.2138438946058141 1.4958363920450208 0.67998713254928589 0.43526783585548301 0.36275851726531982 2.6578545346856117 15.270200512153698 leaf_count=65 6 5 1 1 10 1125 internal_value=-3.8184e-05 0.00439681 -0.00200531 -0.00428317 -0.000159521 -0.0020118 internal_weight=30.1157 20.9019 19.4061 18.9708 18.2908 17.9281 internal_count=1213 1148 1142 1141 1136 1135 is_linear=0 shrinkage=0.1 Tree=551 num_leaves=7 num_cat=0 split_feature=19 21 21 19 19 21 split_gain=0.0980029 0.707691 0.770664 0.869575 0.672623 0.392549 threshold=0.59331907385000016 0.96986978155000014 0.87646589255000007 0.49277379045000008 0.43664927860000008 0.78946906100000003 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=-0.00060392594614944086 -0.012947253901133382 0.11289783875761877 -0.089602483500883678 0.0764768231516295 -0.090292149068405492 0.087748956378306084 leaf_weight=27.332494803830787 5.526831626892089 0.56003880500793357 0.94177165254950423 1.500182706862687 0.83074372448027034 0.51229172945022483 leaf_count=1160 31 1 9 6 4 2 internal_value=-0.000659852 0.00148395 -0.000521226 0.00225896 -0.0016238 0.0010216 internal_weight=37.2044 31.6775 31.1175 30.1757 28.6755 27.8448 internal_count=1213 1182 1181 1172 1166 1162 is_linear=0 shrinkage=0.1 Tree=552 num_leaves=3 num_cat=0 split_feature=19 4 split_gain=0.00390745 4.46995e-15 threshold=1.0000000180025095e-35 168.50000000000003 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001612204915968 -0.075000529736191035 -0.075000258694643204 leaf_weight=0.0054792911105323583 0.0010085796959060644 0.0015337944073081644 leaf_count=17 280 916 internal_value=0.0274602 -0.0750004 internal_weight=0.00802167 0.00254237 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=553 num_leaves=7 num_cat=0 split_feature=10 13 4 4 5 5 split_gain=0.131986 0.304193 0.124491 0.458445 0.851384 0.389426 threshold=30.500000000000004 49191.500000000007 126.00000000000001 149.00000000000003 1.0000000180025095e-35 76.000000000000014 decision_type=10 10 8 8 8 8 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.013994735423559806 0.060477341549668287 -0.074778176593057008 0.078609798101467732 -0.078796148913768016 0.064913118110299886 0.0031920675251598009 leaf_weight=4.4195552784949532 0.22769179433816944 0.61650021279638167 0.80109112523496406 1.2513541616499448 1.0609964029863501 27.994285327782563 leaf_count=67 109 99 40 17 48 833 internal_value=0.000781461 -0.0382976 0.00171005 0.00394127 0.00196757 0.0054459 internal_weight=36.3715 0.844192 35.5273 31.1077 30.3066 29.0553 internal_count=1213 208 1005 938 898 881 is_linear=0 shrinkage=0.1 Tree=554 num_leaves=7 num_cat=0 split_feature=5 5 9 6 7 13 split_gain=0.130611 0.256287 0.12882 0.330919 0.216834 0.284953 threshold=59.000000000000007 63.000000000000007 7.9624376805937027 123.3400999086484 73.883603989971604 50796.000000000007 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.075785140627664782 0.08275334516314814 -0.00034423817925821051 0.078183066716613625 -0.064977606792479506 0.035518609768000572 -0.058056405833672768 leaf_weight=0.22573263745289551 0.37464681267738598 26.259209887351069 0.53954470840107993 0.81679225443804071 0.96516178489218873 0.49096953880507499 leaf_count=115 2 874 18 68 96 40 internal_value=-8.62742e-06 0.000572268 -0.0004868 -0.00229401 0.0240322 0.00396755 internal_weight=29.6721 29.4463 29.0717 27.076 1.99568 1.45613 internal_count=1213 1098 1096 942 154 136 is_linear=0 shrinkage=0.1 Tree=555 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 21 split_gain=0.0908829 0.646429 0.250607 0.713516 0.672021 1.17216 threshold=0.78946906100000003 0.62272809245000016 0.59331907385000016 0.69246639775000018 0.5633073943500001 0.37052061300000005 decision_type=10 10 8 8 10 10 left_child=1 2 -1 -4 5 -5 right_child=-2 -3 3 4 -6 -7 leaf_value=0.020304088843132992 0.016431406339272793 -0.087460452511479519 -0.083592900136741977 -0.002727581053495244 -0.097914009735079036 0.095905946257787936 leaf_weight=5.1433785793723246 2.8325647525489321 0.86678374372422595 1.0752890259027479 24.769914567169518 0.69005056470632453 1.2664656043052662 leaf_count=42 16 9 10 1130 3 3 internal_value=-0.000774665 -0.00221609 2.66839e-05 -0.00372468 -0.000511328 0.00207017 internal_weight=36.6444 33.8119 32.9451 27.8017 26.7264 26.0364 internal_count=1213 1197 1188 1146 1136 1133 is_linear=0 shrinkage=0.1 Tree=556 num_leaves=3 num_cat=0 split_feature=19 4 split_gain=0.00363051 3.51216e-15 threshold=1.0000000180025095e-35 219.50000000000003 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001501419731859 -0.075000481192406349 -0.07500023415384513 leaf_weight=0.0051794599858112633 0.0010155899369692634 0.0013280157006612114 leaf_count=17 314 882 internal_value=0.0282725 -0.0750003 internal_weight=0.00752307 0.00234361 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=557 num_leaves=7 num_cat=0 split_feature=21 20 20 21 19 21 split_gain=0.129358 0.127566 0.471952 0.421822 0.69856 0.530661 threshold=0.11311668870000001 0.48973562925000008 0.55274229250000018 0.30524891520000003 0.32872809605000003 0.37052061300000005 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=0.038624465925771845 0.017024618426922031 -0.080901437336154236 -0.056192116827049811 0.092792140737010614 0.099967902013646179 -0.0024623625167473516 leaf_weight=0.87616599421744468 3.8012479618191719 0.74708995223045349 1.3001722190529106 0.82391809672117233 0.51509721577167511 27.958911628302317 leaf_count=23 30 6 9 7 5 1133 internal_value=0.00067062 -0.000275531 -0.00237353 -0.000456175 0.00201725 -0.00060939 internal_weight=36.0226 35.1464 31.3452 30.5981 29.2979 28.474 internal_count=1213 1190 1160 1154 1145 1138 is_linear=0 shrinkage=0.1 Tree=558 num_leaves=7 num_cat=0 split_feature=20 20 20 21 19 20 split_gain=0.135938 0.190845 0.186269 0.635048 0.782486 0.608142 threshold=0.18647970780000003 0.20344614855000001 0.31576698785000007 0.90949772080000013 0.20868862815000003 0.34051073370000001 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=-0.029501794787595376 0.051377703056892224 -0.029714386289441522 -0.091980163070217474 0.074171378601364135 0.092310977549517337 -0.00035730368101389497 leaf_weight=1.4803076441439769 0.74939224869012833 1.9305601492524145 0.90958551317453384 1.1789023205637921 0.73137840628623962 22.325997303338248 leaf_count=29 3 9 8 4 2 1158 internal_value=2.65812e-05 0.00159746 0.000219699 0.00251787 -0.00100667 0.00258213 internal_weight=29.3061 27.8258 27.0764 25.1459 23.967 23.0574 internal_count=1213 1184 1181 1172 1168 1160 is_linear=0 shrinkage=0.1 Tree=559 num_leaves=7 num_cat=0 split_feature=5 21 21 5 0 9 split_gain=0.0944657 0.692467 0.623062 0.651716 0.510884 0.349142 threshold=161.00000000000003 0.96986978155000014 0.87646589255000007 200.50000000000003 0.10875250000000002 6.047976160064187 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=0.006288829822336953 -0.089519259500037279 0.10815357025944208 -0.088681958247498457 -0.081355536824535654 0.029363632587096202 -0.0037098819859271411 leaf_weight=12.608476232737301 0.85144837014378083 0.53385519981384177 0.89849979151040216 0.75006939493946134 3.954758083214986 16.545567391238365 leaf_count=265 18 1 9 203 100 617 internal_value=-0.000695831 -0.00443787 -0.0070512 -0.00373269 -0.000295446 0.00267039 internal_weight=36.1427 23.5342 23.0003 22.1018 21.2504 20.5003 internal_count=1213 948 947 938 920 717 is_linear=0 shrinkage=0.1 Tree=560 num_leaves=3 num_cat=0 split_feature=19 2 split_gain=0.00339557 2.50299e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001441877959707 -0.075000424958432815 -0.075000210163985573 leaf_weight=0.0049531917538843118 0.0010716080934400907 0.0010987475578083661 leaf_count=17 351 845 internal_value=0.0292999 -0.0750003 internal_weight=0.00712355 0.00217036 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=561 num_leaves=7 num_cat=0 split_feature=15 16 19 21 19 20 split_gain=0.127931 0.211555 0.121031 0.314859 0.317671 0.350357 threshold=4.5000000000000009 2.0000000000000004 0.16732172635000001 0.87646589255000007 0.32872809605000003 0.34051073370000001 decision_type=10 10 8 10 8 8 left_child=2 -2 -1 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.026358143018070424 -0.055261012954554878 0.07256038612126392 0.049065622722525404 0.053187389878691906 -0.039667248196772954 0.0019821956317941786 leaf_weight=1.4672876034455837 0.81811777810798858 0.1538307664450258 1.3244301192462442 1.2043176330626 2.172625444829464 28.699451430264165 leaf_count=17 100 90 11 9 16 970 internal_value=0.000753943 -0.0350307 0.00175144 0.00298628 0.0011085 -0.000948888 internal_weight=35.8401 0.971949 34.8681 33.4008 32.1965 30.8721 internal_count=1213 190 1023 1006 997 986 is_linear=0 shrinkage=0.1 Tree=562 num_leaves=7 num_cat=0 split_feature=0 2 8 11 3 9 split_gain=0.124143 0.159527 0.328041 0.279963 0.245635 0.132793 threshold=60.179110500000007 12.500000000000002 6.7941371714097487 10.500000000000002 9.5000000000000018 7.9912365491564854 decision_type=10 10 10 10 10 8 left_child=1 4 -3 5 -1 -4 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.00089940632648340124 0.047531534228230178 -0.054795792826560691 0.070400786836914017 -0.075957210534945641 0.040241479081811082 -0.0026031006100335225 leaf_weight=24.138977301030547 0.53922449192032118 1.5293500573970953 0.56273952720221099 0.27362732530036726 1.5440823852877645 0.4471463499357925 leaf_count=780 14 218 38 50 67 46 internal_value=-2.652e-06 -0.000902135 -0.0235108 0.0137664 0.00157401 0.0380769 internal_weight=29.0351 28.4959 2.81286 1.28351 25.6831 1.00989 internal_count=1213 1199 352 134 847 84 is_linear=0 shrinkage=0.1 Tree=563 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.095207 0.572699 0.2403 0.943913 0.549027 0.385531 threshold=0.78946906100000003 0.62272809245000016 0.59331907385000016 0.49277379045000008 0.43664927860000008 0.21995678085000001 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=-0.088899222326047023 0.017285806156792739 -0.086257119480761146 -0.021965229262521188 0.08597912868424025 -0.092345337910822417 0.0030465363902468642 leaf_weight=0.46431115164318726 2.704076654277741 0.79172509163617988 4.3760354286059728 1.3139011301100243 0.63998591899871726 25.578494749980575 leaf_count=22 16 9 26 5 2 1133 internal_value=-0.000757018 -0.00222815 -0.000173089 0.00323314 -0.000841396 0.00140726 internal_weight=35.8685 33.1645 32.3727 27.9967 26.6828 26.0428 internal_count=1213 1197 1188 1162 1157 1155 is_linear=0 shrinkage=0.1 Tree=564 num_leaves=3 num_cat=0 split_feature=19 5 split_gain=0.00317782 7.23163e-16 threshold=1.0000000180025095e-35 1245.0000000000002 decision_type=8 8 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001439589808538 -0.075000353826716576 -0.07500023357745246 leaf_weight=0.0048038793393061496 0.0010000844642661377 0.0010003786666779035 leaf_count=17 571 625 internal_value=0.0309012 -0.0750003 internal_weight=0.00680434 0.00200046 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=565 num_leaves=7 num_cat=0 split_feature=21 20 20 20 21 19 split_gain=0.130073 0.138284 0.641725 0.46444 0.393391 0.454881 threshold=0.11311668870000001 0.70806328110000016 0.67153127420000003 0.58364503825000014 0.24581294725000002 0.29974229910000011 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=0.039424883235940726 0.069764994790090573 -0.023651884963657447 0.099681301668999217 -0.060783436251425682 -0.049902047129582607 0.0031286807905353746 leaf_weight=0.85173723877960583 0.83251140080392361 2.3317002989351741 0.65312851592898269 1.2268577441573132 1.7165478728711603 28.030258775906997 leaf_count=23 8 17 6 8 10 1141 internal_value=0.000815909 -0.000129298 0.00156044 -0.00045444 0.00196599 6.85277e-05 internal_weight=35.6427 34.791 32.4593 31.8062 30.5793 29.7468 internal_count=1213 1190 1173 1167 1159 1151 is_linear=0 shrinkage=0.1 Tree=566 num_leaves=7 num_cat=0 split_feature=5 2 4 4 4 3 split_gain=0.130263 0.244881 0.376646 0.355423 0.339811 0.514629 threshold=44852.000000000007 12.500000000000002 6106.0000000000009 7425.0000000000009 2306.5000000000005 6.5000000000000009 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.0047142829020815459 0.040359352384089511 -0.033507354577101876 0.088925462814570116 -0.0093653864470181428 -0.073225971488082117 0.043627009678855105 leaf_weight=21.124461522377732 0.77067033873754454 2.178853859220907 0.91721423622220632 0.61427528690546762 0.64533023971671255 2.4585005810768044 leaf_count=534 50 311 8 46 110 154 internal_value=-0.000197765 -0.00131651 0.00140631 0.0495013 -0.00163382 0.000325249 internal_weight=28.7093 27.9386 25.7598 1.53149 24.2283 23.583 internal_count=1213 1163 852 54 798 688 is_linear=0 shrinkage=0.1 Tree=567 num_leaves=7 num_cat=0 split_feature=0 4 0 0 0 0 split_gain=0.0957416 1.12522 0.429514 0.455719 1.58465 0.508162 threshold=3.5000000000000004e-05 149.00000000000003 0.00025450000000000006 0.030054500000000001 0.033227500000000007 0.037647000000000007 decision_type=8 8 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.079237952141727977 0.04790717475875006 0.080217405079039128 -0.052909357710452735 0.15747443756021842 -0.079072512828078409 -0.00039984265852761614 leaf_weight=1.2401065025478588 1.8140863037024235 0.68810501694679271 1.6736859240385538 0.6312427785742355 0.84520187985617923 28.698253664732562 leaf_count=57 10 5 168 5 24 944 internal_value=-0.000663483 -0.0223344 0.000577845 -0.00211804 0.000699181 -0.00265057 internal_weight=35.5907 1.92821 33.6625 31.8484 30.1747 29.5435 internal_count=1213 62 1151 1141 973 968 is_linear=0 shrinkage=0.1 Tree=568 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00296877 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001389568154608 -0.075000268388759117 leaf_weight=0.0046244178593042307 0.0018461674674803419 leaf_count=17 1196 internal_value=0.0322034 internal_weight=0.00647059 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=569 num_leaves=7 num_cat=0 split_feature=21 19 21 20 20 20 split_gain=0.118919 0.184339 0.297456 0.330974 1.18305 0.410349 threshold=0.17101914640000002 0.16732172635000001 0.87646589255000007 0.30022230360000007 0.48973562925000008 0.55274229250000018 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=0.026167480207107064 -0.037699790666295613 -0.051513855905595096 0.049748014518627266 0.13791487361076113 -0.080776402921280979 3.8647075800396827e-05 leaf_weight=1.7550987822942259 1.2835180237889288 1.2425210252404211 1.2022884488105763 0.6194487102329731 0.64247868955135345 28.475795697493606 leaf_count=29 8 10 9 7 5 1145 internal_value=0.000794328 -0.000536346 0.000945823 -0.000948103 0.00116467 -0.00174449 internal_weight=35.2211 33.4661 32.1825 30.9802 29.7377 29.1183 internal_count=1213 1184 1176 1167 1157 1150 is_linear=0 shrinkage=0.1 Tree=570 num_leaves=7 num_cat=0 split_feature=5 2 6 8 8 5 split_gain=0.115591 0.209327 0.244429 0.184532 0.425953 0.34208 threshold=44852.000000000007 12.500000000000002 123.15463884703412 5.7361405884473493 5.2436569921791092 519.00000000000011 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=0.0013993791189432867 0.038329142360702097 -0.068723117953962895 -0.00088640925060775796 -0.076013223040971481 -0.060531886052712119 0.037405667765364359 leaf_weight=21.581272990547419 0.75523267161042795 0.96307233789775581 1.1843607004948351 0.29744089474843294 1.1708074559282966 2.5096200977568515 leaf_count=433 50 213 98 46 151 222 internal_value=-0.000270326 -0.00132248 -0.0313096 0.00119698 -0.00178756 0.0253876 internal_weight=28.4618 27.7066 2.14743 25.5591 22.7521 2.80706 internal_count=1213 1163 311 852 584 268 is_linear=0 shrinkage=0.1 Tree=571 num_leaves=7 num_cat=0 split_feature=5 6 6 0 0 0 split_gain=0.0934656 0.204623 0.157926 0.570284 0.532484 0.946056 threshold=4492.0000000000009 83.983371416288037 81.715793397816114 7.8329330000000006 0.18889600000000004 0.04603150000000001 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=0.00182299490678801 0.05660549355430218 -0.047323674883202743 0.012985434690482817 -0.057229715720171041 0.048714716769337307 -0.078921716863144808 leaf_weight=20.840890122719895 0.23374814447015413 0.99949800473348205 7.7109587885925057 1.8240794083103526 2.1130544412881127 1.5596639090217639 leaf_count=239 11 251 519 48 57 88 internal_value=-0.000580795 -0.0276251 0.000398751 -0.00328629 0.000727691 -0.00379895 internal_weight=35.2819 1.23325 34.0486 26.3377 24.5136 22.4006 internal_count=1213 262 951 432 384 327 is_linear=0 shrinkage=0.1 Tree=572 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00276589 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001324811251088 -0.075000249584395204 leaf_weight=0.0044007965334458277 0.0017057106579727588 leaf_count=17 1196 internal_value=0.0331019 internal_weight=0.00610651 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=573 num_leaves=7 num_cat=0 split_feature=10 13 7 7 7 8 split_gain=0.117482 0.243438 0.107374 0.269435 0.18457 0.16625 threshold=30.500000000000004 49191.500000000007 83.63472603049955 79.482860341514581 76.620775124742622 6.7585825373291648 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=0.0029690054278458632 0.057956758327424245 -0.074312299304779506 0.039251906973179596 -0.054564592571197237 0.043629663985883693 -0.024577690179290308 leaf_weight=29.256609647854933 0.18923342661582765 0.52570995560381562 0.74312674999236961 0.85590633936226268 1.0445780507288862 2.3682505247998042 leaf_count=696 109 99 10 42 126 131 internal_value=0.000817504 -0.0393029 0.00165454 0.000821149 0.0022722 0.000906151 internal_weight=34.9834 0.714943 34.2685 33.5253 32.6694 31.6249 internal_count=1213 208 1005 995 953 827 is_linear=0 shrinkage=0.1 Tree=574 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.115889 0.236394 0.113611 0.448728 0.206895 0.31606 threshold=59.000000000000007 63.000000000000007 0.00084900000000000004 108.50000000000001 126.00000000000001 168.50000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075703273414865102 0.082167889307998371 0.032349551654732564 -0.077807573194509455 0.07877408399008326 -0.080835174442168617 0.00086886532682543198 leaf_weight=0.2014911597652852 0.34922984242439525 1.0070238993075715 0.7560571779031332 0.33206048607826488 0.48254976328462618 25.133548978197723 leaf_count=115 2 19 100 3 27 947 internal_value=-0.000135158 0.000407467 -0.000622916 -0.00186632 0.0003464 -0.000670255 internal_weight=28.262 28.0605 27.7112 26.7042 25.9482 25.6161 internal_count=1213 1098 1096 1077 977 974 is_linear=0 shrinkage=0.1 Tree=575 num_leaves=7 num_cat=0 split_feature=20 19 19 21 21 21 split_gain=0.0908883 0.241466 0.535559 0.964744 0.609084 0.762225 threshold=0.48973562925000008 0.16732172635000001 0.9405798606500001 0.30524891520000003 0.51535634140000008 0.57542903440000004 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=-0.013385734859666116 0.061427265990604218 -0.086160163040789162 0.10295485028126633 0.045697624635011307 -0.11267109713823148 -7.5327379063362275e-05 leaf_weight=4.8719689842172471 0.65418366342782974 1.2939499244093893 0.49675071239471336 2.8816039189696312 0.61657334491610527 24.156551089512522 leaf_count=50 3 11 1 12 4 1132 internal_value=-0.000714334 0.00133668 1.65622e-06 -0.00176499 0.00218381 -0.0028777 internal_weight=34.9716 30.0996 29.4454 28.9487 27.6547 24.7731 internal_count=1213 1163 1160 1159 1148 1136 is_linear=0 shrinkage=0.1 Tree=576 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00257534 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001238854084523 -0.075000231645831403 leaf_weight=0.0041617035894887522 0.0015787787431094102 leaf_count=17 1196 internal_value=0.033747 internal_weight=0.00574048 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=577 num_leaves=7 num_cat=0 split_feature=15 14 16 9 6 7 split_gain=0.116348 0.170399 0.220854 0.123712 0.373838 0.59898 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.1021579087979108 92.018638466622647 73.565496186226582 decision_type=10 10 10 10 10 10 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0011765631828193177 -0.076229353634572783 0.078390936444084958 0.072768076082361202 0.092453972953045194 -0.049964369964735467 0.025727557477345332 leaf_weight=27.779355964397837 0.632532532690674 0.11405846891284455 0.11804892051441129 0.55941908550448616 1.396833488717675 4.1562810274917865 leaf_count=561 95 11 84 48 38 376 internal_value=0.000733364 -0.0354902 -0.0527955 0.00165749 0.0145373 0.00668797 internal_weight=34.7565 0.86464 0.750581 33.8919 6.11253 5.55311 internal_count=1213 190 179 1023 462 414 is_linear=0 shrinkage=0.1 Tree=578 num_leaves=7 num_cat=0 split_feature=5 5 4 4 5 8 split_gain=0.106801 0.219557 0.113067 0.378986 0.250773 0.27259 threshold=59.000000000000007 63.000000000000007 126.00000000000001 168.50000000000003 108.50000000000001 4.3661747417679626 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=-0.075652100604633496 0.081621762924874816 0.027469536368334175 -0.079027550096300164 -0.080567073584631804 0.039224188091292231 -0.0019402895422587323 leaf_weight=0.18681794489384884 0.32736710458994167 1.3488602340221429 0.62699846900068479 0.38362495310139166 1.7279501225502851 23.30201298504835 leaf_count=115 2 29 84 28 49 906 internal_value=-0.000295776 0.000212143 -0.000760889 -0.00222318 -0.000328279 0.000901511 internal_weight=27.9036 27.7168 27.3894 26.0406 25.4136 25.03 internal_count=1213 1098 1096 1067 983 955 is_linear=0 shrinkage=0.1 Tree=579 num_leaves=7 num_cat=0 split_feature=4 2 8 4 4 3 split_gain=0.0926203 0.459348 0.392308 0.205103 0.427292 0.349249 threshold=2133.0000000000005 13.500000000000002 5.8665380592534033 999.50000000000011 1149.0000000000002 10.500000000000002 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 -1 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.0014367939317914283 -0.086060338305730621 0.066746939538552597 -0.031028481629102878 0.078131380548808388 0.02613011107986396 -0.07712643765339755 leaf_weight=29.676422577702837 0.72388240791525449 0.69592852937057603 1.0000599208261176 1.0237326901406043 1.0835008823778478 0.46950994644259925 leaf_count=497 190 23 302 21 159 21 internal_value=-0.000502687 -0.0193716 0.00909249 0.000912999 0.0279756 -0.00508666 internal_weight=34.673 2.41987 1.69599 32.2532 2.57674 1.55301 internal_count=1213 515 325 698 201 180 is_linear=0 shrinkage=0.1 Tree=580 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00241649 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001240095129929 -0.075000214787272076 leaf_weight=0.0040937322701211087 0.0014559348125722238 leaf_count=17 1196 internal_value=0.0356489 internal_weight=0.00554967 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=581 num_leaves=7 num_cat=0 split_feature=0 0 0 0 4 9 split_gain=0.115051 0.737266 0.398347 0.359713 0.268216 0.481282 threshold=8.0202915000000008 7.6228285000000016 23.872839500000005 5.8022020000000003 434.00000000000006 7.001503622234436 decision_type=10 10 10 10 10 8 left_child=1 3 -2 -1 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=0.0022821253398985796 -0.047315326315937094 0.10606444546875871 0.047973836486785271 -0.077731185917967849 -0.078866502938876884 0.024214604182109391 leaf_weight=28.017421181397374 2.0482180095859794 0.67959993804106389 1.1441650949418547 0.57336300972383369 0.70808428700547632 1.2570171779370867 leaf_count=972 74 10 32 34 15 76 internal_value=0.000697818 0.0031244 -0.0130738 0.000677529 0.00948263 -0.0129286 internal_weight=34.4279 29.2704 5.15748 28.5908 3.10927 1.9651 internal_count=1213 1016 197 1006 123 91 is_linear=0 shrinkage=0.1 Tree=582 num_leaves=7 num_cat=0 split_feature=20 21 21 19 19 19 split_gain=0.109459 0.18196 0.678455 0.403834 0.55265 0.62704 threshold=0.18647970780000003 0.53514027195000013 0.49659266935000007 0.24436702830000004 0.47672111840000003 0.62152410415000003 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=-0.027203784127094378 -0.096972337676505066 0.016327500008999192 -0.086647513459494771 0.050510227057977045 -0.1178124361859748 -0.00011360692784347074 leaf_weight=1.4400515210909359 0.4150073267519474 6.0448273606598368 0.93480895459651847 2.1461499035358429 0.46570488810539246 16.13206192357395 leaf_count=29 4 27 6 8 4 1135 internal_value=-0.000363218 0.00111551 -0.00346074 0.000598141 0.00275844 -0.00341603 internal_weight=27.5786 26.1386 20.0937 19.1589 18.7439 16.5978 internal_count=1213 1184 1157 1151 1147 1139 is_linear=0 shrinkage=0.1 Tree=583 num_leaves=7 num_cat=0 split_feature=5 4 2 21 21 6 split_gain=0.0880897 0.738634 0.982272 0.622726 0.543253 0.584036 threshold=161.00000000000003 219.50000000000003 1.5000000000000002 0.96986978155000014 0.87646589255000007 76.59940072320407 decision_type=8 10 10 10 10 8 left_child=1 2 -1 4 5 -2 right_child=3 -3 -4 -5 -6 -7 leaf_value=0.0073524456320418711 -0.084989836100200972 0.057700698098636476 -0.083307728061493169 0.10487841532410076 -0.087040713973482536 -0.0001741243119799807 leaf_weight=8.4788082409650052 0.84622111317731707 2.2821113709360352 1.3911688616499311 0.51163506507873435 0.81095527578145166 20.000709352763721 leaf_count=164 48 36 65 1 9 890 internal_value=-0.000413884 0.00642888 -0.00542607 -0.0041647 -0.00674068 -0.00361697 internal_weight=34.3216 12.1521 9.86998 22.1695 21.6579 20.8469 internal_count=1213 265 229 948 947 938 is_linear=0 shrinkage=0.1 Tree=584 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00223078 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.07500115204894095 -0.075000198328853393 leaf_weight=0.0037954790350340772 0.0013419868443609317 leaf_count=17 1196 internal_value=0.0358184 internal_weight=0.00513747 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=585 num_leaves=7 num_cat=0 split_feature=10 13 6 7 9 0 split_gain=0.110807 0.214243 0.134401 0.338343 0.319702 0.251762 threshold=30.500000000000004 49191.500000000007 123.3400999086484 73.565496186226582 7.9949551372529388 4.6811795000000016 decision_type=10 10 10 8 10 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.0032260651899259107 0.056579783153853695 -0.074205591075499205 -0.030844817488721706 0.060089601864558431 -0.035769862275429276 -0.022555083063085714 leaf_weight=25.793230138984658 0.16930190566927095 0.48140881979634287 0.89574819570407216 1.8241660048952328 0.42991297622211266 4.4397711004130533 leaf_count=740 109 99 32 83 26 124 internal_value=0.000691476 -0.0401779 0.00148812 0.021146 0.0418066 -0.000559943 internal_weight=34.0335 0.650711 33.3828 3.14983 2.25408 30.233 internal_count=1213 208 1005 141 109 864 is_linear=0 shrinkage=0.1 Tree=586 num_leaves=7 num_cat=0 split_feature=0 4 4 6 4 11 split_gain=0.108405 0.128124 0.24596 0.433393 0.419162 0.272226 threshold=60.179110500000007 23338.500000000004 5872.0000000000009 84.854839424013804 3286.0000000000005 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -5 right_child=-2 -3 3 5 -6 -7 leaf_value=-0.00077748850262203688 0.046052584997586118 -0.035085719835702418 -0.076804220367411913 0.06945666025359637 -0.085830236228135265 -0.010105326758463722 leaf_weight=22.671440542955693 0.49464740348048408 1.0707113679509337 0.3267719901632512 1.5184860319131988 0.59463374922870471 0.59996535258142092 leaf_count=760 14 80 58 48 127 126 internal_value=-0.000335179 -0.00119193 0.000219527 0.0303893 -0.00295126 0.046924 internal_weight=27.2767 26.782 25.7113 2.44522 23.2661 2.11845 internal_count=1213 1199 1119 232 887 174 is_linear=0 shrinkage=0.1 Tree=587 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 19 split_gain=0.0937086 0.541808 0.227836 0.800269 0.472004 0.331636 threshold=0.78946906100000003 0.62272809245000016 0.59331907385000016 0.49277379045000008 0.43664927860000008 0.32872809605000003 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=-0.0007200421581892248 0.017844837235001937 -0.086306429279812205 -0.021351262835573637 0.083405022381384641 -0.090139035996408448 0.054299968286494818 leaf_weight=23.293844887810824 2.5905300611630073 0.74322903715073962 4.2558191772550336 1.1988883689045895 0.57059672474861045 1.1495849173516024 leaf_count=1149 16 9 26 5 2 6 internal_value=-0.000431176 -0.00194805 0.00010972 0.00359404 -0.000231197 0.00186757 internal_weight=33.8025 31.212 30.4687 26.2129 25.014 24.4434 internal_count=1213 1197 1188 1162 1157 1155 is_linear=0 shrinkage=0.1 Tree=588 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00207171 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001089210793667 -0.075000184051580973 leaf_weight=0.0035906814955524169 0.0012382669922708089 leaf_count=17 1196 internal_value=0.0365369 internal_weight=0.00482895 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=589 num_leaves=7 num_cat=0 split_feature=15 14 2 4 2 4 split_gain=0.108021 0.151812 0.119176 0.475257 0.460968 0.489821 threshold=4.5000000000000009 3.5000000000000004 3.5000000000000004 219.50000000000003 4.5000000000000009 467.50000000000006 decision_type=10 10 8 10 8 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.002323112438349441 -0.053248333395061631 0.077885718681672267 0.070464988702139644 -0.049857639717625954 -0.080316401051024056 0.0060750364571732184 leaf_weight=11.422364109661428 0.67624263897596293 0.1015379678356112 1.0675645936280513 2.0602858376223585 0.68154453270108462 17.711866715857468 leaf_count=238 179 11 36 37 15 697 internal_value=0.000705812 -0.036129 0.00157546 -0.00565064 0.00658173 0.00287391 internal_weight=33.7214 0.777781 32.9436 13.4826 19.461 18.3934 internal_count=1213 190 1023 275 748 712 is_linear=0 shrinkage=0.1 Tree=590 num_leaves=7 num_cat=0 split_feature=19 19 21 21 21 20 split_gain=0.0979572 1.02487 0.488701 0.681232 0.597885 0.427359 threshold=0.62152410415000003 0.67010311760000008 0.76615868215000016 0.5633073943500001 0.30524891520000003 0.79922031560000006 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=-0.0095089534071488291 0.086234811747569251 -0.0016046856342755796 -0.094920875099854488 0.080564535696709044 -0.062817116729744424 0.0981014117965395 leaf_weight=8.2520915611007677 1.3883282095193861 13.651990115256929 0.56049387902021308 0.98770265281200487 1.6085030660033233 0.44385895133018571 leaf_count=65 6 1128 3 3 7 1 internal_value=-0.000438062 0.00357751 -0.003074 1.00837e-05 -0.00505627 0.00153492 internal_weight=26.893 18.6409 17.2525 16.6921 15.7044 14.0958 internal_count=1213 1148 1142 1139 1136 1129 is_linear=0 shrinkage=0.1 Tree=591 num_leaves=7 num_cat=0 split_feature=5 10 9 9 9 8 split_gain=0.0935504 0.170353 0.196461 0.14204 0.27071 0.535885 threshold=4492.0000000000009 41.000000000000007 6.0303165925932634 7.5456810564319428 6.3944237114723839 4.9765297877802039 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=0.0015723061687396515 0.050588369453162363 0.064087830811645388 -0.067458685601388499 0.029282263475680598 0.074256659175592807 -0.06015188207663217 leaf_weight=28.756373364466985 0.17298062238842138 0.1667718916432932 0.76216237577983748 1.6403663549090186 0.36084882169961874 1.6668455141480079 leaf_count=559 8 34 220 273 3 116 internal_value=-0.000363792 -0.0290182 -0.0456226 0.000610003 -0.000917833 -0.0362325 internal_weight=33.5263 1.10191 0.935143 32.4244 30.7841 2.02769 internal_count=1213 262 228 951 678 119 is_linear=0 shrinkage=0.1 Tree=592 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.0019032 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075000999266193233 -0.075000169783950341 leaf_weight=0.0032581999475951307 0.0011424378509872213 leaf_count=17 1196 internal_value=0.0360596 internal_weight=0.00440064 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=593 num_leaves=7 num_cat=0 split_feature=0 4 0 0 0 0 split_gain=0.105727 1.02661 0.46248 0.367161 1.1823 0.619002 threshold=3.5000000000000004e-05 149.00000000000003 0.0036350000000000006 0.030054500000000001 0.033227500000000007 0.037647000000000007 decision_type=8 8 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.079015434192030803 -0.048934130439554302 -0.079663282519203196 0.051691579487669483 -0.1324486192050098 0.083851386460539523 0.00023836890188323547 leaf_weight=1.1805924177169786 1.8687486865892449 0.6228184998035432 1.4354486204974843 0.65974240610376256 0.91572216525674122 26.747016834357055 leaf_count=57 35 5 143 5 24 944 internal_value=0.000664148 0.0242148 -0.000678754 0.0023516 -0.00014906 0.00300622 internal_weight=33.4301 1.80341 31.6267 29.7579 28.3225 27.6627 internal_count=1213 62 1151 1116 973 968 is_linear=0 shrinkage=0.1 Tree=594 num_leaves=7 num_cat=0 split_feature=20 21 21 19 21 19 split_gain=0.104555 0.158374 0.604365 0.368801 0.627155 0.385698 threshold=0.18647970780000003 0.53514027195000013 0.49659266935000007 0.98495817490000015 0.11311668870000001 0.88018356465000014 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=-0.027083769673208569 -0.12466395088739463 0.015573811915210407 -0.085459411454947398 0.094764077676301878 0.0036005610516169975 -0.094262261595508531 leaf_weight=1.3794599967759493 0.40418203920125961 5.8721180185675612 0.85327556356787582 0.40695458650588889 17.265335317968514 0.41234584897756477 leaf_count=29 4 27 6 1 1144 2 internal_value=-0.000276613 0.00119 -0.00317682 0.000620591 -0.00149822 0.00131783 internal_weight=26.5937 25.2142 19.3421 18.4888 18.0819 17.6777 internal_count=1213 1184 1157 1151 1150 1146 is_linear=0 shrinkage=0.1 Tree=595 num_leaves=7 num_cat=0 split_feature=4 2 8 4 4 8 split_gain=0.0929537 0.389236 0.323652 0.189606 0.37885 0.315872 threshold=2133.0000000000005 13.500000000000002 5.8665380592534033 999.50000000000011 1149.0000000000002 6.8786822906706275 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 -1 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.0013153191813019729 -0.084804748392582563 0.064823318001060656 -0.030074554053479058 0.077823938968445514 -0.031431290432477117 0.07507897641472755 leaf_weight=28.560560732426797 0.65568692986647592 0.59538281639106549 0.90669497342945249 0.93137185648083631 1.0766316689259836 0.37556705174222305 leaf_count=497 190 23 302 21 164 16 internal_value=-0.0004533 -0.0205208 0.00754038 0.000946029 0.0280421 -0.00388565 internal_weight=33.1019 2.15776 1.50208 30.9441 2.38357 1.4522 internal_count=1213 515 325 698 201 180 is_linear=0 shrinkage=0.1 end of trees feature_importances: duration=498 bytes_in=486 feature1=393 bytes_out=285 feature3=279 client_ciphers_count=209 feature2=206 num_pkts_out=170 num_pkts_in=153 total_entropy=148 byte_dist_mean=131 byte_dist_std=130 entropy=123 server_cipher=70 client_extensions_count=67 supported_groups_count=59 server_extensions_count=50 ec_point_formats_count=33 server_tls_version=1 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:[] Z_network_Booster__need_reload_eval_info_train_data_nametraining_Booster__set_objective_to_nonebest_iterationK best_score collections defaultdict collections OrderedDictRvalid_0h.)R multi_loglossnumpy._core.multiarrayscalarnumpydtypef8R(K@?Rh6h$C?Rh6ht?Rh6h/Rq?Rh6h?Rh6h