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)}(_handleXtree version=v4 num_class=4 num_tree_per_iteration=4 label_index=0 max_feature_idx=21 objective=multiclass num_class:4 feature_names=duration protocol num_pkts_in num_pkts_out bytes_in bytes_out byte_dist_mean byte_dist_std entropy total_entropy client_ciphers_count client_extensions_count client_key_length server_cipher server_extensions_count supported_groups_count ec_point_formats_count client_tls_version server_tls_version feature1 feature2 feature3 feature_infos=[0:660.07269399999996] [0:6] [0:2448] [0:1955] [0:414098] [0:301983] [0:141.38235294117646] [0:87.708603978410224] [0:7.771415093870111] [0:7.9988892219452286] [0:64] [0:26] [0:0] [0:52392] [0:6] [0:26] [0:3] [0:771] [0:771] [0.0019485353:0.9967765623] [4.1607499999999998e-05:0.99972970829999996] [0.0030980826:0.98645056369999995] tree_sizes=755 862 845 848 910 883 868 879 909 878 875 873 910 877 876 874 904 889 872 883 904 875 875 879 905 873 877 885 900 872 878 873 908 880 880 874 911 874 875 879 906 877 875 881 905 878 876 873 908 875 878 872 913 876 884 876 910 877 879 876 914 878 871 878 910 879 880 884 908 876 878 877 913 877 877 884 905 878 876 882 905 881 878 884 915 879 882 884 916 882 887 883 909 881 883 877 910 879 881 882 915 885 883 882 913 884 878 887 914 880 877 880 911 883 886 893 915 889 877 885 916 879 891 882 917 883 890 878 915 889 884 894 916 884 866 876 914 888 879 886 918 882 889 884 914 879 893 894 917 877 877 885 913 889 893 886 915 884 891 890 913 882 890 880 911 876 890 891 913 883 882 892 912 883 890 883 912 876 893 889 918 878 894 898 913 889 890 881 913 884 882 889 919 882 890 888 921 880 886 881 918 886 895 891 919 881 886 897 917 889 880 892 921 886 882 886 921 897 881 887 921 887 886 890 916 886 889 880 925 881 888 887 926 899 890 901 919 894 890 886 927 885 887 893 926 897 884 883 931 905 893 887 918 899 895 891 923 885 885 895 921 894 885 882 921 895 892 884 934 889 895 894 923 885 881 885 924 894 897 892 926 890 888 892 925 900 890 889 927 894 889 876 925 890 890 892 923 889 900 884 926 897 893 882 926 900 901 899 924 888 890 892 922 888 892 886 933 887 899 886 934 888 904 892 929 898 892 896 937 894 884 880 932 900 886 887 931 899 889 898 930 905 885 892 928 885 888 900 Tree=0 num_leaves=6 num_cat=0 split_feature=2 19 0 0 0 split_gain=972 1.13687e-13 2.84217e-14 3.55271e-15 8.88178e-16 threshold=1.0000000180025095e-35 0.80761829820000008 30.148001000000004 41.369700000000009 34.660699500000007 decision_type=8 10 10 10 10 left_child=1 -1 -2 4 -4 right_child=2 -3 3 -5 -6 leaf_value=-1.0862943615154153 -1.4862943540832312 -1.0862943615154153 -1.486294354083231 -1.4862943540832312 -1.4862943540832312 leaf_weight=64.960395991802216 224.34010463953018 16.03960394859314 4.1353953108191517 11.516802102327345 3.0076954886317253 leaf_count=81 1107 20 27 33 28 internal_value=-1.38629 -1.08629 -1.48629 -1.48629 -1.48629 internal_weight=324 81 243 18.6599 7.14309 internal_count=1296 101 1195 88 55 is_linear=0 shrinkage=1 Tree=1 num_leaves=7 num_cat=0 split_feature=1 0 0 2 9 0 split_gain=125.157 300.763 59.9587 28.1309 57.3936 23.3177 threshold=1.0000000180025095e-35 2.7156310000000006 0.0073870000000000012 6.5000000000000009 7.5197737497599038 5.1500000000000012e-05 decision_type=10 10 10 10 10 10 left_child=-1 2 5 4 -4 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-1.4748081164074558 -1.2294398773969888 -1.4501146556318183 -1.1693747942317541 -1.1215610517146692 -1.4862943770788506 -1.4418527146542306 leaf_weight=106.99439511448145 8.4094302207231539 118.37455993145704 24.089652843773369 45.232858709990978 7.4913648962974539 13.407735764980314 leaf_count=180 64 331 215 451 15 40 internal_value=-1.38629 -1.34265 -1.21368 -1.17213 -1.24455 -1.35998 internal_weight=324 217.006 98.631 76.8139 31.581 21.8172 internal_count=1296 1116 785 681 230 104 is_linear=0 shrinkage=1 Tree=2 num_leaves=7 num_cat=0 split_feature=9 5 0 4 0 5 split_gain=273.799 65.5477 60.2268 18.6615 18.9889 18.3671 threshold=7.9437010385145879 10692.000000000002 19.409948500000002 24525.000000000004 5.016702500000001 59.000000000000007 decision_type=8 10 10 10 10 10 left_child=2 3 5 4 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-1.4862943415736145 -1.3137930020605504 -1.1269459019536265 -1.246228524623243 -1.4577512953977099 -1.1497372797170147 -1.4286221506908259 leaf_weight=100.00004237890244 35.503436282277107 34.635858230292797 14.813011065125464 6.9215099439024916 8.8050883635878545 123.3210512176156 leaf_count=217 151 92 64 26 30 716 internal_value=-1.38629 -1.23321 -1.44149 -1.30505 -1.28119 -1.45445 internal_weight=324 85.8659 238.134 51.23 44.3085 223.321 internal_count=1296 299 997 207 181 933 is_linear=0 shrinkage=1 Tree=3 num_leaves=7 num_cat=0 split_feature=0 10 7 0 13 2 split_gain=176.112 122.646 140.233 81.7367 26.4146 31.4492 threshold=4.6811795000000016 35.000000000000007 31.717862370843921 18.636041000000002 49197.000000000007 5.5000000000000009 decision_type=8 10 10 8 8 10 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-1.4862943717438668 -1.1077363469603596 -1.0862943598965236 -1.459644116940878 -1.344908404567345 -1.3524917002336692 -1.4663779592955881 leaf_weight=92.929730646312237 27.111706741154194 22.639751136302948 52.8586191162467 31.313781209290028 46.624699763953686 50.521708868443966 leaf_count=199 58 45 171 106 304 413 internal_value=-1.38629 -1.29846 -1.34163 -1.23485 -1.44818 -1.41172 internal_weight=324 133.924 111.284 58.4255 190.076 97.1464 internal_count=1296 380 335 164 916 717 is_linear=0 shrinkage=1 Tree=4 num_leaves=7 num_cat=0 split_feature=1 0 11 0 0 0 split_gain=701.823 0.00344424 0.00106497 0.00212905 0.00103404 0.000799649 threshold=1.0000000180025095e-35 0.0073870000000000012 15.500000000000002 0.12128650000000001 5.1500000000000012e-05 18.636041000000002 decision_type=8 10 10 10 10 10 left_child=-1 4 5 -4 -2 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.22640279721546622 -0.09723870219021151 -0.096413361004583628 -0.099077849053004027 -0.096289899317418493 -0.098296659655161142 -0.097029971923586422 leaf_weight=95.70074987411499 32.364225596189499 144.64089035987854 4.8805175423622114 6.2429720908403397 12.929149538278578 24.610330760478973 leaf_count=101 143 832 10 47 40 123 internal_value=-0.000525784 -0.0967611 -0.0965653 -0.0975131 -0.0975407 -0.096503 internal_weight=321.369 225.668 180.375 11.1235 45.2934 169.251 internal_count=1296 1195 1012 57 183 955 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=7 num_cat=0 split_feature=1 0 0 0 0 0 split_gain=104.384 219.458 40.7249 22.9976 26.8398 18.1934 threshold=1.0000000180025095e-35 2.7156310000000006 0.0073870000000000012 30.035993500000004 45.141901000000011 5.1500000000000012e-05 decision_type=10 10 10 10 10 10 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=-0.084678261576737135 0.12750760422463056 -0.080085740330155641 0.17060780282023177 0.15542581097330846 -0.081611948636129958 -0.054989490980265454 leaf_weight=99.975026212632656 9.2575334310531634 93.354730650782585 86.581430904567242 9.8341931775212306 9.2888464331626874 13.325900942087172 leaf_count=180 64 233 681 75 23 40 internal_value=0.000147385 0.0384092 0.139414 -0.0596205 0.0402868 0.0198208 internal_weight=321.618 221.643 109.165 112.478 19.123 22.5834 internal_count=1296 1116 785 331 98 104 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=7 num_cat=0 split_feature=9 0 10 19 10 5 split_gain=206.638 47.191 44.2585 21.5443 20.8544 37.5711 threshold=7.9437010385145879 19.409948500000002 35.000000000000007 0.077066230500000013 30.500000000000004 6359.0000000000009 decision_type=8 10 8 10 10 10 left_child=1 -1 4 -4 5 -2 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.063910816575692905 -0.05706275648244466 0.11280247834612722 -0.099973574734243661 0.081147199532583966 0.24213146780461436 0.18738273418839868 leaf_weight=211.3451607003808 8.5255000591278058 16.275750279426575 8.8189175575971586 25.724170811474323 27.015533924102783 23.954225972294807 leaf_count=933 74 64 34 74 48 69 internal_value=0.000242243 -0.0512752 0.124941 0.0349067 0.177215 0.123219 internal_weight=321.659 227.621 94.0383 34.5431 59.4953 32.4797 internal_count=1296 997 299 108 191 143 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=7 num_cat=0 split_feature=0 9 0 10 1 2 split_gain=138.53 81.8278 67.6683 57.4926 18.9414 31.6269 threshold=4.6811795000000016 7.9324736888346079 18.636041000000002 35.000000000000007 1.0000000180025095e-35 5.5000000000000009 decision_type=8 10 8 10 10 10 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.096407907738373502 0.19417530684398376 -0.091823655461608228 0.026225458079700899 0.23268081754725173 0.029852839409096971 -0.079912283736910103 leaf_weight=74.626661121845245 57.635211564600468 35.692356891930103 41.094839967787266 6.4456958770751944 47.617188833653927 58.498021237552166 leaf_count=101 110 117 142 11 304 511 internal_value=0.000135725 0.0744771 0.124269 -0.0421855 -0.0578051 -0.0306573 internal_weight=321.61 140.868 98.7301 42.1381 180.742 106.115 internal_count=1296 380 252 128 916 815 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=7 num_cat=0 split_feature=1 0 0 11 0 0 split_gain=545.591 0.00850168 0.00286675 0.0012346 0.00160845 0.00101227 threshold=1.0000000180025095e-35 0.0073870000000000012 5.1500000000000012e-05 15.500000000000002 0.12128650000000001 0.10875250000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.18626935854487475 -0.09483146679831489 -0.093116262478926723 -0.096635746497136812 -0.09623649960592473 -0.093725989074342486 -0.093814310936542494 leaf_weight=103.90530943870544 30.331605426967144 24.679276689887047 12.408596038818358 4.5597160458564741 5.7958864495158195 131.28777763992548 leaf_count=101 143 274 40 10 47 681 internal_value=-0.00101569 -0.0940973 -0.0953553 -0.0937741 -0.0948314 -0.0937039 internal_weight=312.968 209.063 42.7402 166.323 10.3556 155.967 internal_count=1296 1195 183 1012 57 955 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=7 num_cat=0 split_feature=13 0 16 7 0 0 split_gain=88.3909 103.986 57.7349 38.0291 35.7125 20.4348 threshold=50796.000000000007 2.7156310000000006 2.0000000000000004 73.563030436470527 0.0050445000000000012 5.1500000000000012e-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=-0.071817552973823626 0.10753879544047638 -0.062736887747678313 0.20047155464332331 0.12545712487789834 0.15800387652450759 -0.095707617542403645 leaf_weight=138.52663660794497 9.8659393191337603 67.653011932969093 8.2509560436010343 12.763239957392214 69.083579890429974 9.921409606933592 leaf_count=324 64 199 71 89 528 21 internal_value=0.000282309 0.0495241 -0.0565111 -0.0328677 0.124078 0.00563071 internal_weight=316.065 169.287 146.778 80.4163 88.8709 19.7873 internal_count=1296 901 395 288 613 85 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=7 num_cat=0 split_feature=9 0 5 5 0 13 split_gain=158.093 38.9898 28.0734 17.9651 51.1266 22.1814 threshold=7.9437010385145879 19.409948500000002 10692.000000000002 59.000000000000007 0.0050445000000000012 27019.000000000004 decision_type=8 10 10 10 10 8 left_child=1 3 -2 -1 -5 -6 right_child=2 -3 -4 4 5 -7 leaf_value=-0.094169602669382152 0.058097846293394352 0.097331905363128871 0.16520895522149423 0.18607418056622363 0.16142810586611522 -0.064106002982919838 leaf_weight=86.405850395560265 56.048638045787811 17.141242682933807 43.430239915847778 9.6861733943223935 4.5616767331957808 99.019378460943699 leaf_count=217 207 64 92 23 25 668 internal_value=0.000486726 -0.047402 0.10486 -0.0598269 -0.0336285 -0.0541736 internal_weight=316.293 216.814 99.4789 199.673 113.267 103.581 internal_count=1296 997 299 933 716 693 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=7 num_cat=0 split_feature=0 9 0 10 13 4 split_gain=109.902 60.2072 46.1888 44.8281 22.5775 24.4351 threshold=4.6811795000000016 7.9324736888346079 18.636041000000002 35.000000000000007 49197.000000000007 4353.5000000000009 decision_type=8 10 8 10 8 10 left_child=4 2 -2 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.093456489244464425 0.15863577242868263 -0.088571650463776408 0.022960453979325113 0.18897133074607744 0.014805073150826556 -0.094985511072096962 leaf_weight=78.46663461625576 62.735228575766087 33.064488634467125 41.817638732492924 7.0626169443130484 62.887480929493904 29.91395740956068 leaf_count=199 110 117 142 11 460 257 internal_value=0.000236445 0.064406 0.10437 -0.0397224 -0.0539713 -0.0205852 internal_weight=315.948 144.68 104.553 40.1271 171.268 92.8014 internal_count=1296 380 252 128 916 717 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=7 num_cat=0 split_feature=2 0 0 11 0 0 split_gain=436.859 0.00957762 0.00198112 0.00146453 0.0013695 0.000882087 threshold=1.0000000180025095e-35 0.0073870000000000012 5.1500000000000012e-05 15.500000000000002 0.10875250000000002 5.1500000000000012e-05 decision_type=8 10 10 10 10 8 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=0.15971452232793107 -0.091718403707107654 -0.091354250427086725 -0.094273600835993995 -0.094089435849360192 -0.091655069615242751 -0.093032596404707499 leaf_weight=107.6004399061203 6.6832439601421383 143.23068851605058 11.610754564404486 3.8498883247375471 5.7812092378735542 21.659355625510216 leaf_count=101 64 955 40 9 48 79 internal_value=-0.00171123 -0.0917948 -0.0931734 -0.0914345 -0.0926282 -0.0927227 internal_weight=300.416 192.815 39.9534 152.862 9.6311 28.3426 internal_count=1296 1195 183 1012 57 143 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=7 num_cat=0 split_feature=1 0 2 7 0 0 split_gain=74.1188 132.186 23.2436 34.7056 19.8251 20.5148 threshold=1.0000000180025095e-35 2.7156310000000006 6.5000000000000009 72.192781170150241 30.035993500000004 45.141901000000011 decision_type=10 10 10 10 10 10 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.078012625360229571 0.10122865247289908 -0.073813129271814382 0.14432483487873438 -0.077863161912038154 0.13170804928556754 -0.076866684525523379 leaf_weight=86.415800638496876 43.136760361492634 82.831562392413616 62.637818224728107 14.443571984767912 10.63114693015814 8.4749035239219648 leaf_count=180 279 233 470 36 75 23 internal_value=0.000568543 0.0311356 0.102166 0.0563049 -0.052633 0.0391902 internal_weight=308.572 222.156 120.218 57.5803 101.938 19.1061 internal_count=1296 1116 785 315 331 98 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=7 num_cat=0 split_feature=3 10 10 5 0 5 split_gain=112.108 46.5759 30.5377 24.4004 33.7288 23.2297 threshold=9.5000000000000018 35.000000000000007 30.500000000000004 59.000000000000007 0.0050445000000000012 23469.000000000004 decision_type=8 10 10 10 10 10 left_child=3 2 5 -1 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.091536722398043016 0.031263070924879566 -0.094919832327812814 0.17711604697883435 0.14938316137352353 -0.037192172893234579 0.15708226033967462 leaf_weight=78.786644130945206 60.687728188931942 14.638566896319388 32.114698469638824 10.821596838533877 92.601572640240192 19.353717885911465 leaf_count=217 247 61 58 23 645 45 internal_value=0.000636198 0.0728417 0.0947379 -0.0496096 -0.01767 0.0616857 internal_weight=309.005 126.795 112.156 182.21 103.423 80.0414 internal_count=1296 411 350 885 668 292 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=7 num_cat=0 split_feature=0 9 10 0 13 15 split_gain=88.5755 53.8327 38.8292 33.6134 18.8371 17.6767 threshold=3.0102865000000008 7.9324736888346079 35.000000000000007 18.636041000000002 49197.000000000007 3.5000000000000004 decision_type=8 10 10 8 8 8 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.090898143681219096 0.13338865829035043 -0.086508560394262177 0.16736251949074632 0.020342387793872305 -0.033248854451644411 0.14960192595345678 leaf_weight=70.997313939034939 69.304638564586639 34.657322235405445 7.2923062443733206 42.391133844852448 77.663772106170654 5.6731747314333907 leaf_count=198 125 128 11 142 663 29 internal_value=0.00046125 0.0542098 -0.0423769 0.090485 -0.0530474 -0.0208013 internal_weight=307.98 153.645 41.9496 111.696 154.334 83.3369 internal_count=1296 406 139 267 890 692 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=7 num_cat=0 split_feature=1 0 10 11 6 5 split_gain=357.249 0.00914455 0.00250744 0.00369186 0.00154133 0.00320461 threshold=1.0000000180025095e-35 0.0073870000000000012 25.000000000000004 10.500000000000002 123.0123701813483 11407.000000000002 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.14121173934039935 -0.091202225721734559 -0.089242593835373751 -0.088821856784458031 -0.091346103335580395 -0.091288531283651372 -0.088734463854032344 leaf_weight=107.58170545101166 37.175790637731552 62.496579274535179 44.891056414693594 12.28790610283613 12.023492343723776 8.3064818754792196 leaf_count=101 183 557 268 53 92 42 internal_value=-0.00253021 -0.0898081 -0.0894379 -0.0897286 -0.0894886 -0.090245 internal_weight=284.763 177.181 140.006 95.1145 82.8266 20.33 internal_count=1296 1195 1012 744 691 134 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=7 num_cat=0 split_feature=1 0 0 0 15 0 split_gain=62.5589 103.762 20.9991 17.7452 14.1445 13.2895 threshold=1.0000000180025095e-35 2.7156310000000006 0.0050445000000000012 18.636041000000002 4.5000000000000009 5.1500000000000012e-05 decision_type=10 10 10 10 10 10 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=-0.074930847405220491 0.075895634170084575 -0.075862325288000992 0.108136285984686 0.066263176853899805 -0.09360981536322352 -0.083322101787715097 leaf_weight=79.844434425234795 10.753846004605295 69.559648290276527 101.90458751469851 19.057339228689674 7.7985713779926291 10.228677235543726 leaf_count=180 64 203 696 109 19 25 internal_value=0.000857397 0.0284506 0.0893786 -0.0492055 0.0198384 -0.00172071 internal_weight=299.147 219.303 122.887 96.4156 26.8559 20.9825 internal_count=1296 1116 785 331 128 89 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=7 num_cat=0 split_feature=9 0 10 0 2 0 split_gain=100.568 27.1523 27.022 23.0003 18.2217 15.5031 threshold=7.8706452915351726 19.409948500000002 35.000000000000007 2.7156310000000006 11.500000000000002 0.084130500000000011 decision_type=8 10 10 10 10 8 left_child=1 -1 3 4 5 -2 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.058070346386949349 0.19032553734913041 0.076195826377277481 -0.092518944890866817 0.12765423929806749 -0.099709630356062423 0.032959519279627182 leaf_weight=165.05500962585211 7.7380498573184004 16.574088335037231 9.1432295814156515 60.477618768811226 8.2896579727530462 32.781971246004105 leaf_count=844 19 62 38 139 93 101 internal_value=0.000929965 -0.0458182 0.0726246 0.0864409 0.0353755 0.0630115 internal_weight=300.06 181.629 118.431 109.287 48.8097 40.52 internal_count=1296 906 390 352 213 120 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=7 num_cat=0 split_feature=13 10 2 8 3 4 split_gain=73.7967 51.2976 45.5261 35.0038 29.1201 24.0025 threshold=49191.500000000007 41.000000000000007 7.5000000000000009 5.2927476730057128 1.0000000180025095e-35 24525.000000000004 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=-0.088866838251402694 0.067864731548759813 0.14610517794794795 -0.075390822408079761 0.13181640034411168 -0.050801977665296705 0.072068400520022155 leaf_weight=70.415002703666687 44.609111815690994 31.784052439033985 64.603436261415482 35.206173874437809 38.549384459853172 13.313391357660292 leaf_count=214 146 63 464 114 246 49 internal_value=0.000619726 0.0282486 0.00916398 0.0482386 0.012855 -0.050195 internal_weight=298.481 228.066 196.281 118.365 83.1585 77.9168 internal_count=1296 1082 1019 506 392 513 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=4 0 10 9 11 0 split_gain=299.077 0.0104752 0.00237818 0.00265185 0.0023594 0.00171262 threshold=1.0000000180025095e-35 0.006425000000000001 25.000000000000004 7.4879473004099131 10.500000000000002 5.1500000000000012e-05 decision_type=8 10 10 10 10 8 left_child=-1 5 4 -4 -3 -2 right_child=1 2 3 -5 -6 -7 leaf_value=0.12840542431995228 -0.088110433774984065 -0.087814189147782593 -0.089833708976284704 -0.08686022939783393 -0.089364196329393575 -0.090014142171243441 leaf_weight=104.94545698165894 5.6774937734007827 76.102106284350157 3.2552828490734091 38.140233628451824 11.275535769760607 28.186582252383232 leaf_count=101 64 694 9 261 53 114 internal_value=-0.00320517 -0.08813 -0.0877184 -0.0870941 -0.0880142 -0.089695 internal_weight=267.583 162.637 128.773 41.3955 87.3776 33.8641 internal_count=1296 1195 1017 270 747 178 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=13 0 16 7 0 4 split_gain=53.2949 46.1772 34.1333 28.7611 20.7437 13.6479 threshold=50796.000000000007 2.7156310000000006 2.0000000000000004 73.563030436470527 0.0050445000000000012 156.00000000000003 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=-0.063909100692304086 0.062019820295754258 -0.053321809341403695 0.14114955864038578 0.1089625512137995 0.10782206222285295 -0.10500114349141898 leaf_weight=113.10314101725817 11.961551979184152 58.128655038774014 8.7451502531766874 13.447089314460753 74.793386921286583 8.2783510759472829 leaf_count=324 68 199 71 89 528 17 internal_value=0.00107036 0.0378293 -0.0491919 -0.0228331 0.083518 -0.00629366 internal_weight=288.457 166.609 121.848 71.5757 95.0333 20.2399 internal_count=1296 901 395 288 613 85 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=7 num_cat=0 split_feature=9 0 10 0 2 7 split_gain=81.3809 22.5497 21.5294 17.8852 15.268 13.0605 threshold=7.8706452915351726 19.409948500000002 35.000000000000007 2.7156310000000006 11.500000000000002 81.759930447308747 decision_type=8 10 10 10 10 10 left_child=1 5 3 4 -2 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.060721695783923335 0.056298321439678306 0.066581205463949591 -0.090075906927072125 0.11342371399643539 -0.096782571597934186 0.082631597050528263 leaf_weight=148.39829871058464 41.375416047871113 17.049384132027626 8.2935288026928884 60.494591757655144 7.7331008538603774 6.6398017928004256 leaf_count=817 120 62 38 139 93 27 internal_value=0.00126987 -0.0425782 0.0652725 0.0770275 0.0321927 -0.0545823 internal_weight=289.984 172.087 117.897 109.603 49.1085 155.038 internal_count=1296 906 390 352 213 844 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=13 10 2 8 3 4 split_gain=62.0247 40.8403 37.5408 28.1209 23.5199 22.2011 threshold=49191.500000000007 41.000000000000007 7.5000000000000009 5.2927476730057128 1.0000000180025095e-35 163.00000000000003 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=-0.086910336795698123 0.019133893116568299 0.13056366027714025 -0.047964297026728789 0.11650724472057211 -0.048109192854929705 0.18086561983923358 leaf_weight=63.193516165018082 34.682068131864071 31.625305265188217 74.02128503844142 36.024447828531265 37.397207885980606 11.23776990175247 leaf_count=214 128 63 513 114 246 18 internal_value=0.000626882 0.0252139 0.00798349 0.042685 0.0107659 0.0587138 internal_weight=288.182 224.988 193.363 119.341 83.317 45.9198 internal_count=1296 1082 1019 506 392 146 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=7 num_cat=0 split_feature=1 0 10 13 0 5 split_gain=253.611 0.0110251 0.00275716 0.00375 0.0023299 0.00232052 threshold=1.0000000180025095e-35 0.006425000000000001 25.000000000000004 50796.000000000007 5.1500000000000012e-05 1057.5000000000002 decision_type=8 10 10 8 10 10 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.11879042972177567 -0.087838604605620707 -0.088037600398840232 -0.088584874437388106 -0.08627416039120811 -0.089752278008234931 -0.085354329818789404 leaf_weight=100.54518979787827 22.857912067323927 14.791661869734524 2.3743621110916129 65.273096706718206 8.8158406391739828 34.989735845476389 leaf_count=101 143 118 7 629 35 263 internal_value=-0.00394838 -0.0867155 -0.0862689 -0.0865999 -0.0883712 -0.0855596 internal_weight=249.648 149.103 117.429 80.0648 31.6738 37.3641 internal_count=1296 1195 1017 747 178 270 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=7 num_cat=0 split_feature=2 0 2 7 4 5 split_gain=44.0246 70.1922 17.2966 24.5454 15.3098 19.7538 threshold=1.0000000180025095e-35 2.7156310000000006 6.5000000000000009 72.192781170150241 390.50000000000006 126.00000000000001 decision_type=8 8 10 10 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.085908518994672625 0.068161604042552143 -0.04808540677373746 0.10700120276211383 -0.081775450703681543 -0.050148972087530802 0.28925205909404433 leaf_weight=47.889294683933258 45.430739276111126 3.8854526132345191 63.736372664570808 14.372279047966002 99.346220970153809 3.1377135738730431 leaf_count=101 279 13 470 36 364 33 internal_value=0.0013166 0.0194853 0.0707564 0.0321277 -0.0400618 0.102626 internal_weight=277.798 229.909 123.539 59.803 106.369 7.02317 internal_count=1296 1195 785 315 410 46 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=7 num_cat=0 split_feature=9 5 8 0 3 10 split_gain=64.9207 21.242 37.1474 19.4525 30.3004 17.1601 threshold=7.8706452915351726 59.000000000000007 5.1961442471023433 0.0024590000000000007 3.5000000000000004 35.000000000000007 decision_type=8 10 10 10 10 10 left_child=1 -1 3 -3 -5 -2 right_child=5 2 -4 4 -6 -7 leaf_value=-0.086382271013170697 0.068327296479049476 0.23583289000681182 -0.058961227474850934 -0.055848243122485319 0.13516390535776743 -0.088033561012524963 leaf_weight=60.487442266196012 109.358687505126 5.7019665241241446 63.196861561387777 17.284662798047066 15.985075660049914 7.5001839548349372 leaf_count=217 352 10 463 160 56 38 internal_value=0.00143358 -0.0394158 -0.0116099 0.0651755 0.0359272 0.0582918 internal_weight=279.515 162.656 102.169 38.9717 33.2697 116.859 internal_count=1296 906 689 226 216 390 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=7 num_cat=0 split_feature=13 10 2 8 4 3 split_gain=52.6921 33.2796 31.4448 22.9578 20.9408 19.3131 threshold=49191.500000000007 41.000000000000007 7.5000000000000009 5.2927476730057128 24525.000000000004 1.0000000180025095e-35 decision_type=8 10 10 10 10 10 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.085316483942178167 0.052214199789009069 0.11902341200890293 -0.071074242919476879 0.10489564212948428 0.069747629997705382 -0.045255676619720742 leaf_weight=56.573481395840645 46.374074093997478 30.939636722207069 58.094766736030579 36.311744831502438 12.905560985207556 36.195687562227249 leaf_count=214 146 63 464 114 49 246 internal_value=0.000790389 0.0228506 0.00718004 0.038629 -0.0454774 0.00948682 internal_weight=277.395 220.821 189.882 118.882 71.0003 82.5698 internal_count=1296 1082 1019 506 513 392 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=7 num_cat=0 split_feature=1 10 11 9 7 2 split_gain=214.353 0.00618534 0.00276594 0.00256922 0.0011837 0.000925941 threshold=1.0000000180025095e-35 25.000000000000004 10.500000000000002 7.4879473004099131 76.473063496013751 3.5000000000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 5 -3 -4 -2 right_child=1 3 4 -5 -6 -7 leaf_value=0.11068534115558526 -0.086012253436328803 -0.087154226843384586 -0.086416935452813384 -0.083997702678357405 -0.088301901627699311 -0.085265480978573352 leaf_weight=94.37448650598526 24.493270568549633 2.8089269548654547 21.925893194973472 31.446265134960413 3.9283201694488517 51.547092538326979 leaf_count=101 265 9 117 264 15 525 internal_value=-0.00513572 -0.085419 -0.0858098 -0.0842565 -0.0867033 -0.085506 internal_weight=230.524 136.15 101.895 34.2552 25.8542 76.0404 internal_count=1296 1195 922 273 132 790 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=13 0 16 0 2 6 split_gain=38.0889 28.1213 24.4934 17.7904 16.8234 13.9829 threshold=50796.000000000007 2.7156310000000006 2.0000000000000004 30.035993500000004 8.5000000000000018 84.576699671557861 decision_type=8 8 8 10 10 10 left_child=2 4 -1 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.058844367774090835 0.068688882578522834 -0.043566069209380109 0.12096394762434007 0.083953419171968302 0.12644221881823015 -0.034655357518548445 leaf_weight=97.694294407963753 42.900942847132683 52.99523389339447 8.2126739993691427 13.786478810012339 32.054716609418392 18.843083418905735 leaf_count=324 273 204 71 84 269 71 internal_value=0.00165179 0.0323545 -0.0449009 -0.0172408 0.0676648 0.0371502 internal_weight=266.487 160.58 105.907 66.7817 93.7987 61.744 internal_count=1296 901 395 288 613 344 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=7 num_cat=0 split_feature=3 10 0 0 4 4 split_gain=53.1798 37.0184 24.1783 16.3964 13.6187 13.4804 threshold=6.5000000000000009 35.000000000000007 2.7156310000000006 0.084130500000000011 6106.0000000000009 22763.000000000004 decision_type=8 10 10 10 10 10 left_child=4 2 3 -2 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=-0.059253234133101199 0.036188304435835414 -0.086885413843619808 0.11915993032898016 -0.093727471806015566 0.10524933508586734 0.024515110353024474 leaf_weight=105.57423165440559 48.022425584495068 20.385374139994383 57.346969164907932 12.178116008639334 5.2844968661665908 20.40333816409111 leaf_count=608 175 141 118 157 32 65 internal_value=0.00170679 0.0388975 0.0574848 0.00990732 -0.0514116 0.0943231 internal_weight=269.195 158.336 137.951 60.2005 110.859 77.7503 internal_count=1296 656 515 332 640 183 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=7 num_cat=0 split_feature=13 10 9 8 0 3 split_gain=45.2881 27.4576 30.5957 15.838 19.0168 11.2686 threshold=49191.500000000007 41.000000000000007 7.848168949681571 6.7585825373291648 2.7156310000000006 6.5000000000000009 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=-0.083995496109966039 -0.025953171350646006 0.11018075886810141 -0.075916481822122184 0.17551358702944522 0.094372562958991754 0.020353898435255733 leaf_weight=50.66699481382966 55.808583032339811 29.801424965262413 36.052822045981884 6.8265013992786399 33.449800103902817 53.407398708164692 leaf_count=214 524 63 256 18 91 130 internal_value=0.00106862 0.0210826 0.00677206 0.0267139 0.0195939 0.0488594 internal_weight=266.014 215.347 185.545 149.492 142.666 86.8572 internal_count=1296 1082 1019 763 745 221 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=7 num_cat=0 split_feature=1 0 10 13 9 0 split_gain=184.431 0.00704571 0.0031932 0.00339776 0.00202282 0.00199585 threshold=1.0000000180025095e-35 0.006425000000000001 25.000000000000004 50796.000000000007 7.4879473004099131 5.1500000000000012e-05 decision_type=8 10 10 8 10 10 left_child=-1 5 3 -3 -4 -2 right_child=1 2 4 -5 -6 -7 leaf_value=0.10488186744524766 -0.08520293068174882 -0.085767724145037597 -0.085746450021430498 -0.083956043302319136 -0.082811713740755799 -0.087112466346072392 leaf_weight=88.014024615287781 19.301257140934471 12.783942881971596 2.567405819892886 54.420624155551195 27.564736418426037 7.6402667649090281 leaf_count=101 143 118 9 629 261 35 internal_value=-0.00587506 -0.0843133 -0.0839171 -0.0843007 -0.0830618 -0.0857445 internal_weight=212.292 124.278 97.3367 67.2046 30.1321 26.9415 internal_count=1296 1195 1017 747 270 178 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=7 num_cat=0 split_feature=2 0 0 0 0 4 split_gain=32.8267 45.7011 14.8577 12.11 10.0767 17.6039 threshold=1.0000000180025095e-35 2.4079325000000007 0.0050445000000000012 18.636041000000002 3.5000000000000004e-05 163.00000000000003 decision_type=8 8 10 8 10 10 left_child=-1 2 4 -3 5 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.083233483083303195 0.15033202275882357 -0.064679910878843602 0.075411624032053245 0.0060800984830009465 -0.079709611998127552 -0.13205913946469877 leaf_weight=38.506339699029922 6.7006141766905802 54.925124637782574 97.055680423974991 43.21635989844799 11.599762745201586 3.2921332120895386 leaf_count=101 54 211 688 207 30 5 internal_value=0.00184987 0.0169624 0.0587204 -0.0335209 -0.0163044 0.0572976 internal_weight=255.296 216.79 118.648 98.1415 21.5925 9.99275 internal_count=1296 1195 777 418 89 59 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=7 num_cat=0 split_feature=5 5 8 0 4 2 split_gain=44.8591 24.2705 19.6797 18.0557 16.6991 18.6043 threshold=59.000000000000007 10692.000000000002 5.1961442471023433 0.0024590000000000007 6106.0000000000009 16.500000000000004 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.083834626728457221 0.20723014902694575 0.084511368415027946 -0.063251763811159767 0.026927905209329441 0.089497346704682998 -0.059530364032235231 leaf_weight=49.420186765491962 6.0586765408515921 48.008215375244617 53.574797362089157 66.687111362814903 19.700763501226902 14.573501385748385 leaf_count=217 10 119 458 295 88 109 internal_value=0.00183046 0.0221254 0.00347573 0.0419445 -0.0283794 0.0261304 internal_weight=258.023 208.603 160.595 72.7458 87.8491 34.2743 internal_count=1296 1079 960 305 655 197 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=7 num_cat=0 split_feature=13 10 9 7 4 5 split_gain=38.763 22.5046 25.9369 13.4137 16.0999 12.4325 threshold=49191.500000000007 41.000000000000007 7.848168949681571 78.117076272244233 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=-0.08286135091375417 -0.048044661373180357 0.10220423354067749 -0.07348615076611309 -0.06991078215624548 0.14981607898373023 0.03776697308135249 leaf_weight=45.141212537884712 20.336809813976288 28.318802393972874 33.232461921870708 13.716606535017489 10.957089304924009 102.87864018976688 leaf_count=214 168 63 256 99 18 478 internal_value=0.00118886 0.0193044 0.00634283 0.0242814 0.0339107 0.0485521 internal_weight=254.582 209.44 181.122 147.889 134.173 113.836 internal_count=1296 1082 1019 763 664 496 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=7 num_cat=0 split_feature=1 0 10 13 5 0 split_gain=157.89 0.00536418 0.00281173 0.00308435 0.00197404 0.00176665 threshold=1.0000000180025095e-35 0.006425000000000001 25.000000000000004 50796.000000000007 11158.500000000002 5.1500000000000012e-05 decision_type=8 10 10 8 10 10 left_child=-1 5 3 4 -3 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.099755406974994201 -0.084113915357848568 -0.085531971706104604 -0.082133880288622313 -0.083010764891329733 -0.082501967425328102 -0.085985197820375808 leaf_weight=80.601326882839203 17.678489685058597 8.9989737570285779 27.101864743977785 49.622922882437706 2.8251742571592322 7.0599107444286338 leaf_count=101 143 105 270 629 13 35 internal_value=-0.00722908 -0.0833461 -0.0829824 -0.0833566 -0.084808 -0.0846479 internal_weight=193.889 113.287 88.5489 61.4471 11.8241 24.7384 internal_count=1296 1195 1017 747 118 178 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=7 num_cat=0 split_feature=1 0 2 7 4 5 split_gain=28.1028 37.1654 13.6779 17.5536 11.45 13.2546 threshold=1.0000000180025095e-35 2.7156310000000006 6.5000000000000009 72.192781170150241 390.50000000000006 126.00000000000001 decision_type=8 8 10 10 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.082072078545036009 0.049405544935022021 -0.045291066504192692 0.086964675074489295 -0.07927493009860892 -0.041731843163944515 0.2250463190909541 leaf_weight=34.017417967319489 44.625114470720291 3.6476976349949828 59.354646615684032 13.903721809387205 85.438877686858177 3.6071482673287392 leaf_count=101 279 13 470 36 364 33 internal_value=0.00226266 0.0158864 0.0531395 0.0188371 -0.0314903 0.0891221 internal_weight=244.595 210.577 117.883 58.5288 92.6937 7.25485 internal_count=1296 1195 785 315 410 46 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=7 num_cat=0 split_feature=5 10 10 5 2 3 split_gain=38.2424 20.4714 28.3943 16.6027 17.1543 25.0927 threshold=59.000000000000007 35.000000000000007 30.500000000000004 10692.000000000002 6.5000000000000009 5.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.082680093312186065 0.0051883442579595714 -0.084546827304952429 0.11814158804598487 0.083384516172015699 -0.046547971027574103 0.17297660792335479 leaf_weight=43.888402588665485 66.360437881201506 17.086121466010809 30.456816017627716 27.339904062449932 52.322519794106483 10.295885115861891 leaf_count=217 328 141 61 78 449 22 internal_value=0.00199559 0.020225 0.0298095 0.012599 -0.0024055 0.0277244 internal_weight=247.75 203.862 186.776 156.319 128.979 76.6563 internal_count=1296 1079 938 877 799 350 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=7 num_cat=0 split_feature=4 9 10 3 8 0 split_gain=29.7242 20.7289 24.8633 11.4366 15.9696 16.9696 threshold=149.00000000000003 7.848168949681571 35.000000000000007 1.0000000180025095e-35 4.4954850976912946 3.3723305000000008 decision_type=8 10 10 8 8 10 left_child=-1 3 -3 -2 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.072563505562759686 0.13603587433827993 -0.080725758542758888 0.085073818531273354 -0.052691409008802328 0.011103518791107688 0.087561701379649109 leaf_weight=44.379462860524654 10.651057183742521 36.107856325805187 12.067407131195067 20.638009067624807 70.590463403612375 49.303012013435364 leaf_count=208 18 298 39 165 467 101 internal_value=0.00145154 0.0179282 -0.0391947 0.0361307 0.0285588 0.0425449 internal_weight=243.737 199.358 48.1753 151.183 140.531 119.893 internal_count=1296 1088 337 751 733 568 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=7 num_cat=0 split_feature=1 0 0 15 11 5 split_gain=135.838 0.00547966 0.0017129 0.00122042 0.00154483 0.000925374 threshold=1.0000000180025095e-35 0.0050445000000000012 5.1500000000000012e-05 6.5000000000000009 11.500000000000002 9545.5000000000018 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.095696173329411105 -0.083339194276520603 -0.082477663292308587 -0.085312530091374211 -0.080945811492567465 -0.083692180581845965 -0.081485521809056008 leaf_weight=73.222738862037659 16.468091100454334 52.299025401473045 6.0019048936665049 14.307461589574816 2.3903380185365668 11.4610782507807 leaf_count=101 143 787 25 131 10 99 internal_value=-0.00841856 -0.0824856 -0.0838663 -0.0821 -0.081339 -0.0822993 internal_weight=176.151 102.928 22.47 80.4579 16.6978 63.7601 internal_count=1296 1195 168 1027 141 886 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=7 num_cat=0 split_feature=1 0 2 7 0 15 split_gain=24.0328 29.5585 12.5354 14.4266 10.393 8.52303 threshold=1.0000000180025095e-35 2.4079325000000007 6.5000000000000009 72.192781170150241 18.636041000000002 3.5000000000000004 decision_type=8 8 10 10 8 8 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.0810714879435393 0.043450346658339759 -0.059971759330120993 0.082302687365110705 -0.075052694453847282 0.057166546249869311 -0.033256844526963626 leaf_weight=29.929800063371658 44.254351325333118 47.707394801080227 56.241953745484352 13.379003226757048 19.269294515252113 22.708226893097162 leaf_count=101 279 211 462 36 109 98 internal_value=0.00259714 0.0148991 0.0487164 0.0159411 -0.0280397 0.00825096 internal_weight=233.49 203.56 113.875 57.6334 89.6849 41.9775 internal_count=1296 1195 777 315 418 207 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=7 num_cat=0 split_feature=5 5 0 0 10 13 split_gain=32.6829 17.487 13.7403 15.5957 10.9019 16.1679 threshold=59.000000000000007 30124.500000000004 0.0082145000000000013 5.0054845000000006 35.000000000000007 50796.000000000007 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.081685677588744274 0.094056113519262186 0.098167294142231271 -0.0475116425638413 0.10308002756963373 -0.08301967954940942 0.0071655756465684632 leaf_weight=38.873044971376657 16.580426890403032 24.247231110930443 50.355783130973577 23.071811683475971 9.35636258125305 73.759960487484932 leaf_count=217 49 56 649 47 41 237 internal_value=0.00212463 0.0186314 0.00749183 -0.00167667 0.0200589 0.0300188 internal_weight=236.245 197.372 173.124 156.544 106.188 96.8318 internal_count=1296 1079 1023 974 325 284 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=7 num_cat=0 split_feature=13 10 3 4 4 4 split_gain=29.0522 16.4572 15.4166 15.3482 9.82407 14.3219 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 24525.000000000004 2387.0000000000005 343.00000000000006 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 5 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.081077524671567286 0.0045350455051998608 0.092212003417509542 -0.064390052757374985 0.064242813164331239 -0.090819832722390803 0.078874950175099226 leaf_weight=35.921003747731447 65.829544551670551 25.183140695095062 44.244570806622505 11.736408241093157 6.7171217761933795 42.741492133587599 leaf_count=214 345 63 352 49 86 187 internal_value=0.00161205 0.0167317 0.00563321 -0.0374222 0.0265398 0.0338007 internal_weight=232.373 196.452 171.269 55.981 115.288 108.571 internal_count=1296 1082 1019 401 618 532 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=7 num_cat=0 split_feature=1 10 11 7 9 2 split_gain=117.143 0.00525243 0.00202875 0.000862261 0.000839399 0.000683913 threshold=1.0000000180025095e-35 25.000000000000004 10.500000000000002 76.473063496013751 7.5197737497599038 3.5000000000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 5 -4 -3 -2 right_child=1 4 3 -5 -6 -7 leaf_value=0.09233917462888562 -0.082342104068628352 -0.082132337317416246 -0.08274309947697682 -0.084579251742281231 -0.080153077071304896 -0.081578616295415352 leaf_weight=65.887272596359253 17.596023697406054 2.4122160822153118 16.090766858309511 3.0408621877431861 19.178000507876277 35.209910675883293 leaf_count=101 265 12 117 15 261 525 internal_value=-0.0097932 -0.0817421 -0.0821527 -0.0830349 -0.0803742 -0.081833 internal_weight=159.415 93.5278 71.9376 19.1316 21.5902 52.8059 internal_count=1296 1195 922 132 273 790 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=7 num_cat=0 split_feature=1 0 0 0 0 4 split_gain=20.5746 23.542 11.8653 9.16265 7.67409 7.63022 threshold=1.0000000180025095e-35 2.4079325000000007 0.0050445000000000012 18.636041000000002 5.1500000000000012e-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=-0.080217156729118888 0.1003518806162171 -0.057103751858213585 0.060156283621191166 0.0083145090172487921 -0.086738061028197533 -0.073416877641318976 leaf_weight=26.269032150506973 6.7103616669774064 44.100736174732447 90.0715192258358 41.61278510466218 10.005401231348513 4.0532849729061136 leaf_count=101 52 211 688 207 25 12 internal_value=0.00290267 0.0140115 0.0444452 -0.025344 -0.0236906 0.0349155 internal_weight=222.823 196.554 110.841 85.7135 20.769 10.7636 internal_count=1296 1195 777 418 89 64 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=7 num_cat=0 split_feature=5 5 4 3 8 6 split_gain=28.1639 14.8414 13.0933 11.2846 13.4326 16.1002 threshold=59.000000000000007 30124.500000000004 126.00000000000001 3.5000000000000004 5.1961442471023433 117.0476005154279 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.080864880161105657 0.13518253363299806 0.093042901908212142 -0.065152611813090414 0.092546380622458665 -0.051909649627608516 0.025528913055909531 leaf_weight=34.480140525847673 7.6166626028716555 22.800181731581688 22.221269361674786 17.862645722925663 40.340581230819225 80.274151511490345 leaf_count=217 28 56 198 57 425 315 internal_value=0.00232007 0.0173279 0.00707146 0.00099936 0.0116147 -0.000371046 internal_weight=225.596 191.115 168.315 160.699 138.477 120.615 internal_count=1296 1079 1023 995 797 740 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=7 num_cat=0 split_feature=13 10 9 7 6 0 split_gain=25.006 13.8049 17.1537 10.5795 13.4754 11.4661 threshold=49191.500000000007 41.000000000000007 7.848168949681571 78.117076272244233 109.1549760003354 0.18422400000000003 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=-0.080353823324917945 -0.034480522055587014 0.0873614788125745 -0.068674412925550418 -0.066685262194421613 0.11586649804058723 0.036254162449165038 leaf_weight=31.777438599616289 32.114532731473446 23.425699070096016 26.338963029906154 12.995568647980688 15.360986262559889 80.014699816703796 leaf_count=214 325 63 256 99 59 280 internal_value=0.00176105 0.0154767 0.00538252 0.0192671 0.0280285 0.0159953 internal_weight=222.028 190.25 166.825 140.486 127.49 112.129 internal_count=1296 1082 1019 763 664 605 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=7 num_cat=0 split_feature=1 10 0 13 5 0 split_gain=101.403 0.00426632 0.00205482 0.00140417 0.00126114 0.00108223 threshold=1.0000000180025095e-35 25.000000000000004 0.006425000000000001 50796.000000000007 11158.500000000002 5.1500000000000012e-05 decision_type=8 10 10 8 10 10 left_child=-1 2 5 4 -4 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=0.089587247013063281 -0.08187994544533328 -0.079781357386472254 -0.082855658694109283 -0.080839238687886783 -0.080014175523927103 -0.083563305543103053 leaf_weight=58.887882709503174 14.058533221483232 19.367628570646048 7.0558491721749288 37.411795454099774 2.0060584098100662 5.2435982264578334 leaf_count=101 143 273 105 629 13 32 internal_value=-0.0113054 -0.0810859 -0.08147 -0.0811098 -0.0822266 -0.0823372 internal_weight=144.031 85.1435 65.7758 46.4737 9.06191 19.3021 internal_count=1296 1195 922 747 118 175 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=7 num_cat=0 split_feature=13 7 13 2 7 0 split_gain=17.9867 14.6584 14.1794 11.0896 12.3204 17.0273 threshold=50796.000000000007 75.137209252300522 49199.500000000007 8.5000000000000018 73.960364106687479 2.7156310000000006 decision_type=8 10 10 10 10 10 left_child=1 -1 -3 -2 5 -5 right_child=3 2 -4 4 -6 -7 leaf_value=-0.077664421047750981 0.0048345784839966257 0.054199308924595513 -0.092454322734746019 0.10348814015835764 0.10995920589047573 -0.086945299998136522 leaf_weight=40.179988645017147 95.993217706680298 23.284064434468746 9.1969646811485273 8.9522173330187815 25.851149491965771 9.8739373087882978 leaf_count=178 533 178 39 92 240 36 internal_value=0.00312068 -0.037281 0.0126745 0.0239895 0.0651456 0.00360965 internal_weight=213.332 72.661 32.481 140.671 44.6773 18.8262 internal_count=1296 395 217 901 368 128 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=7 num_cat=0 split_feature=5 10 10 15 7 9 split_gain=24.4053 13.3399 20.8431 12.2286 16.5563 15.2639 threshold=59.000000000000007 35.000000000000007 30.500000000000004 4.5000000000000009 73.883603989971604 6.0090219514946908 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=-0.080207063429014916 0.020462863892215331 -0.081874431570576667 0.10644945428771801 0.092663774674718036 0.10602805571634655 -0.085910198013276373 leaf_weight=30.616120181977749 96.227991085499525 12.915668722242115 25.76543653011322 15.595303997397421 4.7979573830962172 30.363555412739515 leaf_count=217 502 141 61 34 14 327 internal_value=0.00251534 0.0161562 0.0234854 0.00894241 -0.00099491 -0.0597193 internal_weight=216.282 185.666 172.75 146.985 131.39 35.1615 internal_count=1296 1079 938 877 843 341 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=7 num_cat=0 split_feature=13 15 9 6 5 8 split_gain=21.5762 12.214 16.6982 10.4122 12.991 8.34187 threshold=49191.500000000007 4.5000000000000009 6.0966438103189775 126.01722756410258 2119.5000000000005 5.1998592407613584 decision_type=8 10 10 10 8 10 left_child=-1 2 5 -4 -5 -2 right_child=1 -3 3 4 -6 -7 leaf_value=-0.07970499253922772 0.0049446771856704631 0.071346844239947291 -0.08014221365894697 0.13610130828122244 -0.081534242147479688 0.06444617976841574 leaf_weight=28.073795210570097 77.02018728107214 31.274606227874756 31.274599822238088 5.7878521680831883 5.2130602281540641 33.946555856615305 leaf_count=214 403 92 376 16 47 148 internal_value=0.00196887 0.0143954 0.00277235 -0.0507084 0.0329692 0.0231472 internal_weight=212.591 184.517 153.242 42.2755 11.0009 110.967 internal_count=1296 1082 990 439 63 551 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=7 num_cat=0 split_feature=1 0 15 13 0 11 split_gain=87.9754 0.00316605 0.00100107 0.000875632 0.000753191 0.000735905 threshold=1.0000000180025095e-35 0.0050445000000000012 6.5000000000000009 49197.000000000007 5.1500000000000012e-05 11.500000000000002 decision_type=8 10 10 8 10 8 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.087322054512804489 -0.081281148931120428 -0.081930534227426272 -0.078992013197538208 -0.080237756178518194 -0.082758235140531891 -0.081199834923454006 leaf_weight=52.357660889625549 13.029656644910576 3.2803241051733485 10.010403454303738 44.640717836096883 4.6965095922350875 1.7778320237994201 leaf_count=101 143 48 131 838 25 10 internal_value=-0.0128011 -0.0804989 -0.0801505 -0.0803536 -0.0816725 -0.079325 internal_weight=129.793 77.4354 59.7093 47.921 17.7262 11.7882 internal_count=1296 1195 1027 886 168 141 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=7 num_cat=0 split_feature=0 0 10 7 15 6 split_gain=15.5389 22.248 7.55892 13.0742 11.8701 8.05355 threshold=0.0039970000000000014 2.4079325000000007 30.500000000000004 73.563030436470527 4.5000000000000009 123.39221534797306 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.053719386822051018 0.051746356866277765 -0.037119282691734361 -0.081992147387653994 0.020130808511376885 -0.084248186451802501 0.16376808101651391 leaf_weight=38.86570567637682 86.176533184945583 42.941596299409866 16.43092668056488 6.953952461481097 4.4391051530838004 8.8985485732555372 leaf_count=185 693 199 93 36 18 72 internal_value=0.00319292 0.0165306 -0.0215639 -0.00586181 0.060286 0.100759 internal_weight=204.706 165.841 79.6641 63.2332 20.2916 15.8525 internal_count=1296 1111 418 325 126 108 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=7 num_cat=0 split_feature=5 5 0 0 0 0 split_gain=21.2648 11.7377 10.4742 9.81268 10.2478 11.5863 threshold=59.000000000000007 30124.500000000004 0.0082145000000000013 5.0054845000000006 0.084130500000000011 0.044692500000000003 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.079646307166085561 0.081710338159135198 0.087521693925098523 -0.068198113479013736 0.014908733717271156 -0.086256631548294868 0.082858271462176059 leaf_weight=27.224827844649553 16.469426814466715 19.943135030567646 9.7595224753022212 99.636515222489834 23.809276062995195 10.584752973169087 leaf_count=217 49 56 146 325 428 75 internal_value=0.00272877 0.0151739 0.00617075 -0.0024814 -0.0417238 0.0103938 internal_weight=207.427 180.203 160.259 143.79 44.1536 20.3443 internal_count=1296 1079 1023 974 649 221 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=7 num_cat=0 split_feature=13 15 9 6 5 8 split_gain=18.5538 10.1601 14.3135 9.46318 10.853 7.32525 threshold=49191.500000000007 4.5000000000000009 6.0966438103189775 126.01722756410258 2487.5000000000005 4.4954850976912946 decision_type=8 10 10 10 10 10 left_child=-1 2 5 -4 -5 -2 right_child=1 -3 3 4 -6 -7 leaf_value=-0.079116582116830869 0.0025976338997093697 0.066901879249608748 -0.078126381020508534 0.1236241285346244 -0.080866136070143826 0.056822617362987819 leaf_weight=24.687766321003437 72.227212052792311 29.583098508417606 29.119933033362031 5.8293619602918607 4.678347010165453 38.030477285385132 leaf_count=214 364 92 376 16 47 187 internal_value=0.00216432 0.0133454 0.00277483 -0.0487716 0.0325789 0.0213011 internal_weight=204.156 179.468 149.885 39.6276 10.5077 110.258 internal_count=1296 1082 990 439 63 551 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=1 10 0 13 9 0 split_gain=76.8979 0.00299948 0.0015693 0.000824037 0.000748784 0.000594589 threshold=1.0000000180025095e-35 25.000000000000004 0.0050445000000000012 50796.000000000007 7.4879473004099131 3.0102865000000008 decision_type=8 10 10 8 10 10 left_child=-1 2 -2 -4 -3 -5 right_child=1 4 3 5 -6 -7 leaf_value=0.085523986134521751 -0.081146527395771884 -0.080838997416792735 -0.080911942392633524 -0.079228640757796065 -0.078514610933062209 -0.080116149294631109 leaf_weight=46.617564111948013 16.377195008099079 1.5399601832032193 7.6127788498997679 12.813811661675574 13.855846665799616 18.371356459334493 leaf_count=101 167 9 119 429 264 207 internal_value=-0.0141433 -0.0799813 -0.0803257 -0.0799792 -0.0787471 -0.0797515 internal_weight=117.189 70.5709 55.1751 38.7979 15.3958 31.1852 internal_count=1296 1195 922 755 273 636 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=7 num_cat=0 split_feature=1 0 0 4 5 7 split_gain=13.1475 12.9075 7.89296 7.71987 8.96952 7.97216 threshold=1.0000000180025095e-35 2.4079325000000007 0.0050445000000000012 390.50000000000006 126.00000000000001 73.563030436470527 decision_type=8 8 10 8 10 8 left_child=-1 2 -2 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=-0.0784038581094985 -0.022372663292730046 -0.040467756141437938 0.048300221065499166 -0.08124565846417986 0.18260492728146716 -0.0074856709418169801 leaf_weight=17.94079478085041 19.560311444103718 3.3771057724952689 82.264375418424606 21.05327245593071 3.8659022077918053 48.202940575778484 leaf_count=101 89 13 688 94 33 278 internal_value=0.00319515 0.0114047 0.0347241 -0.0196348 0.0785956 -0.0299081 internal_weight=196.265 178.324 101.825 76.4992 7.24301 69.2562 internal_count=1296 1195 777 418 46 372 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=7 num_cat=0 split_feature=5 10 10 15 7 9 split_gain=18.5904 10.4982 16.7308 9.79412 12.5498 12.3601 threshold=59.000000000000007 35.000000000000007 30.500000000000004 4.5000000000000009 73.883603989971604 6.0090219514946908 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=-0.079205244861432197 0.017308639133713274 -0.080676066096912871 0.10003849438399331 0.08556531470582153 0.092328480506916971 -0.0804329911829018 leaf_weight=24.255959501489997 94.298797857016325 10.933312024921177 22.789367198944092 14.501162782311438 4.8676022291183463 27.750710735097528 leaf_count=217 502 141 61 34 14 327 internal_value=0.00284299 0.0142062 0.0205236 0.00770994 -0.00118558 -0.0546519 internal_weight=199.397 175.141 164.208 141.418 126.917 32.6183 internal_count=1296 1079 938 877 843 341 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=7 num_cat=0 split_feature=13 10 9 8 9 6 split_gain=16.0081 8.71633 11.6813 8.30611 7.35792 13.4503 threshold=49191.500000000007 41.000000000000007 7.848168949681571 6.7585825373291648 6.0449806140825677 115.44486244277728 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=-0.078607590833672178 0.021291315946106899 0.076161175191128971 -0.064446002898824739 0.12137625869031349 -0.083944086670096396 0.084863027021187795 leaf_weight=21.725158754736185 103.33690898865461 19.102127343416214 21.179072571918368 7.0163676142692557 18.025946106761698 6.3945127949118605 leaf_count=214 499 63 256 18 209 37 internal_value=0.0023552 0.0124031 0.00459356 0.0154428 0.009625 -0.0397418 internal_weight=196.78 175.055 155.953 134.774 127.757 24.4205 internal_count=1296 1082 1019 763 745 246 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=7 num_cat=0 split_feature=1 10 0 10 0 5 split_gain=66.9561 0.00261989 0.00126586 0.000794399 0.000425461 0.000349745 threshold=1.0000000180025095e-35 25.000000000000004 0.0050445000000000012 16.500000000000004 5.1500000000000012e-05 1090.0000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 -2 -3 right_child=1 5 3 -5 -6 -7 leaf_value=0.083929804715233911 -0.080317334038193008 -0.079808038047507315 -0.079442357367084271 -0.081959917351461464 -0.081534939206112433 -0.078128015556398145 leaf_weight=41.072836637496948 11.313431067392228 1.3788890987634648 34.207874670624733 1.3010395132005204 3.845121892169117 12.226802507415412 leaf_count=101 143 10 723 32 24 263 internal_value=-0.0157997 -0.0795303 -0.0798612 -0.0795346 -0.0806262 -0.0782983 internal_weight=105.346 64.2732 50.6675 35.5089 15.1586 13.6057 internal_count=1296 1195 922 755 167 273 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=7 num_cat=0 split_feature=13 7 13 2 7 0 split_gain=11.724 9.83644 10.1292 7.36416 7.52786 9.91313 threshold=50796.000000000007 75.066790957553607 49199.500000000007 8.5000000000000018 74.174421325993379 2.7156310000000006 decision_type=8 10 8 10 10 10 left_child=1 -1 -3 -2 5 -5 right_child=3 2 -4 4 -6 -7 leaf_value=-0.075258932363693617 0.0043323454241530049 0.042052003642500883 -0.094206282765618155 0.097456653367996623 0.098867568851434454 -0.048602652497361967 leaf_weight=29.035874471068382 91.549970258027315 21.383858598768715 7.3243692219257346 7.8789776638150242 20.096209011971951 11.327249869704245 leaf_count=175 533 181 39 92 223 53 internal_value=0.00331309 -0.0342195 0.00728824 0.0198759 0.0560827 0.0113153 internal_weight=188.597 57.7441 28.7082 130.852 39.3024 19.2062 internal_count=1296 395 220 901 368 145 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 6 split_gain=16.1896 9.6237 9.08903 8.56764 16.367 8.0828 threshold=59.000000000000007 23469.000000000004 126.00000000000001 3.5000000000000004 6.5000000000000009 84.869127631984739 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.078790911494020635 0.10965418277719902 0.078321867035196641 -0.06206197041126215 0.10576647603231565 -0.068447458458223365 0.0068099488086594863 leaf_weight=21.534773530438542 7.7998347468674174 20.043296180665493 19.903203442692757 15.20717393606901 16.952254131436348 90.240109734237194 leaf_count=217 28 67 198 60 143 583 internal_value=0.00289929 0.0132385 0.00454791 -0.00121312 0.00868141 -0.00509186 internal_weight=191.681 170.146 150.103 142.303 122.4 107.192 internal_count=1296 1079 1012 984 786 726 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=7 num_cat=0 split_feature=13 3 4 4 4 3 split_gain=13.7809 8.37771 7.94606 15.3785 6.97769 7.97911 threshold=49191.500000000007 82.000000000000014 24525.000000000004 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=-0.078156483039457214 -0.049397263244935735 -0.095749848316495467 0.089985474946792612 -0.084950557087792866 0.11968857834350879 0.020688579373939493 leaf_weight=19.031049553304911 12.945811957120894 6.9769848063588134 13.38014732301235 15.44497039541602 8.7734940648078901 112.94837997108698 leaf_count=214 107 54 43 271 18 589 internal_value=0.00255332 0.0115637 0.0161432 0.00956137 0.0204009 0.0278243 internal_weight=189.501 170.47 163.493 150.113 134.668 121.722 internal_count=1296 1082 1028 985 714 607 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=7 num_cat=0 split_feature=1 0 15 9 0 13 split_gain=58.3787 0.00197278 0.000506151 0.000374804 0.000484455 0.00049991 threshold=1.0000000180025095e-35 0.0050445000000000012 6.5000000000000009 7.9981772012442436 3.0102865000000008 50796.000000000007 decision_type=8 10 10 10 10 8 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.082599765319398069 -0.080145906958250981 -0.07957042866756428 -0.078096437991480167 -0.077397921474621934 -0.079376860311025879 -0.078300617282558771 leaf_weight=36.090052515268326 14.11653903312981 4.1647190656513002 8.5307550728321058 1.4849096462130535 18.089515887200832 12.131491576321421 leaf_count=101 168 102 141 19 235 530 internal_value=-0.0174265 -0.0791162 -0.0787888 -0.0789534 -0.0790206 -0.0786251 internal_weight=94.608 58.5179 44.4014 35.8706 34.3857 16.2962 internal_count=1296 1195 1027 886 867 632 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=7 num_cat=0 split_feature=13 7 13 2 7 0 split_gain=9.87384 8.63038 8.92962 6.62508 6.72262 8.45904 threshold=50796.000000000007 75.066790957553607 49199.500000000007 8.5000000000000018 74.174421325993379 2.7156310000000006 decision_type=8 10 10 10 10 10 left_child=1 -1 -3 -2 5 -5 right_child=3 2 -4 4 -6 -7 leaf_value=-0.073828405377185866 0.0041257350018978197 0.038496937153571387 -0.093391504801026426 0.094262436872261532 0.095434158935142677 -0.045644506136765559 leaf_weight=25.966455675661564 90.684152159839869 21.044039040803913 6.7899354398250571 7.2058019116520908 19.184562709182501 10.796825781464575 leaf_count=175 533 181 39 92 223 53 internal_value=0.00357991 -0.0323613 0.00632352 0.0187018 0.0542467 0.0103552 internal_weight=181.672 53.8004 27.834 127.871 37.1872 18.0026 internal_count=1296 395 220 901 368 145 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=7 num_cat=0 split_feature=5 10 10 0 4 15 split_gain=13.9981 8.5674 14.1963 7.83947 8.02099 7.66735 threshold=59.000000000000007 35.000000000000007 30.500000000000004 60.179807500000003 126.00000000000001 4.5000000000000009 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=-0.078388446962977198 0.098750574169113758 -0.079872594054421875 0.096040866528850743 0.11322667976412033 -0.013446222562456462 0.073308840330977329 leaf_weight=18.966301638633013 7.8668469078838816 9.5052112322300655 20.243271440267563 6.5254441797733298 110.37935818359256 11.223021641373633 leaf_count=217 28 141 61 13 808 28 internal_value=0.00299123 0.0123037 0.0179115 0.00628165 0.000891462 -0.00543936 internal_weight=184.709 165.743 156.238 135.995 129.469 121.602 internal_count=1296 1079 938 877 864 836 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=7 num_cat=0 split_feature=13 15 16 5 8 0 split_gain=11.8442 7.42046 9.77632 6.39189 5.41669 7.6272 threshold=49191.500000000007 4.5000000000000009 1.0000000180025095e-35 24163.500000000004 4.4954850976912946 0.16056050000000002 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=-0.077777965758307144 -0.016792301963857528 0.060094644190345485 -0.084722008686036923 -0.10051364172235529 0.0021901527967233591 0.062887779292593593 leaf_weight=16.720953494310379 38.865069899708033 25.548559747636318 12.023401396349071 5.0655836462974539 48.08865724503994 36.352325456216931 leaf_count=214 285 92 224 35 225 221 internal_value=0.00244058 0.0105236 0.00150288 0.00957878 0.0141015 0.0283208 internal_weight=182.665 165.944 140.395 128.372 123.306 84.441 internal_count=1296 1082 990 766 731 446 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=7 num_cat=0 split_feature=1 10 0 10 9 0 split_gain=50.9693 0.00182642 0.000986344 0.000648783 0.000418177 0.000307601 threshold=1.0000000180025095e-35 25.000000000000004 0.0050445000000000012 16.500000000000004 7.4755209420133424 5.1500000000000012e-05 decision_type=8 10 10 8 10 10 left_child=-1 2 5 -4 -3 -2 right_child=1 4 3 -5 -6 -7 leaf_value=0.08148136411153889 -0.079500015265751928 -0.079446268298227984 -0.078643334013744737 -0.081065002392542884 -0.077392879359134012 -0.080616352602134969 leaf_weight=31.629699021577835 9.7709319740533811 1.1048041582107533 28.2667904291302 1.1513548716902722 9.6950973756611329 3.30258491821587 leaf_count=101 143 8 723 32 265 24 internal_value=-0.0190792 -0.0787642 -0.0790593 -0.0787381 -0.0776029 -0.079782 internal_weight=84.9213 53.2916 42.4917 29.4181 10.7999 13.0735 internal_count=1296 1195 922 755 273 167 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=7 num_cat=0 split_feature=0 0 4 6 9 3 split_gain=8.69274 11.3764 8.59157 7.89253 6.88403 4.96628 threshold=0.0039970000000000014 4.6811795000000016 390.50000000000006 123.27836675349852 7.9608156561690047 18.500000000000004 decision_type=8 8 8 8 8 10 left_child=-1 5 -3 -4 -5 -2 right_child=1 2 3 4 -6 -7 leaf_value=-0.045408602832859732 0.04535348626109665 0.093249353371840482 -0.072174253843050734 0.12139974921193153 -0.014999127478774632 -0.055571325241954288 leaf_weight=29.695732206106186 75.940673608332872 6.3308482393622389 24.78619572520256 4.2375915721058837 29.175721161067486 5.2102001830935469 leaf_count=185 697 43 134 33 170 34 internal_value=0.00390273 0.0139544 -0.0173832 -0.0294177 0.00229945 0.0388737 internal_weight=175.377 145.681 64.5304 58.1995 33.4133 81.1509 internal_count=1296 1111 380 337 203 731 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=7 num_cat=0 split_feature=5 5 0 3 2 0 split_gain=12.2961 7.38248 7.16383 6.64821 15.1063 6.45878 threshold=59.000000000000007 30124.500000000004 0.0073870000000000012 3.5000000000000004 6.5000000000000009 5.0081110000000004 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.078101498254398161 0.070407600106214704 0.07796705474333411 -0.060505226098189473 0.1001503453574788 -0.056583847862499426 0.005375129094601843 leaf_weight=16.890663035213947 14.885814163833855 15.174378983676432 17.324423234909773 14.817558739334343 21.516381658613682 77.155070319771767 leaf_count=217 39 56 210 56 457 261 internal_value=0.00306583 0.0115879 0.00467455 -0.00280549 0.00600254 -0.0081357 internal_weight=177.764 160.874 145.699 130.813 113.489 98.6715 internal_count=1296 1079 1023 984 774 718 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=7 num_cat=0 split_feature=13 3 0 5 3 0 split_gain=10.1209 6.42371 5.48385 10.6499 10.1598 6.62978 threshold=49191.500000000007 82.000000000000014 0.10875250000000002 161.00000000000003 1.5000000000000002 19.409948500000002 decision_type=8 10 8 10 8 10 left_child=-1 2 3 4 -2 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=-0.077444822012566153 -0.015841062760273531 -0.094172661880715852 0.033244041427255143 -0.093331128273919026 0.13211296584270871 -0.038688430127841344 leaf_weight=14.6284480150789 20.818502906709913 5.7736002653837195 101.76353299152106 12.941095795482395 5.9727962017059317 14.658588301390408 leaf_count=214 185 54 552 183 13 95 internal_value=0.0022134 0.00940965 0.0132395 -0.0188388 0.0171435 0.0241871 internal_weight=176.557 161.928 156.155 39.7324 26.7913 116.422 internal_count=1296 1082 1028 381 198 647 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=7 num_cat=0 split_feature=2 0 10 10 9 0 split_gain=44.8241 0.00145461 0.000756347 0.00051657 0.000340045 0.000187904 threshold=1.0000000180025095e-35 0.0050445000000000012 25.000000000000004 16.500000000000004 7.4755209420133424 5.1500000000000012e-05 decision_type=8 10 10 10 10 10 left_child=-1 5 3 -3 -4 -2 right_child=1 2 4 -5 -6 -7 leaf_value=0.080591596691976741 -0.079147643832030656 -0.078298480740678036 -0.079080963476919952 -0.080551295870999934 -0.077154208935019564 -0.080052053945733725 leaf_weight=27.893397301435471 9.0862551778554899 25.696516087278727 1.0239494293928135 1.0598162002861489 8.6864555161446315 3.0745556950569144 leaf_count=101 143 723 8 32 264 25 internal_value=-0.020463 -0.0784292 -0.0781134 -0.0783877 -0.0773574 -0.0793763 internal_weight=76.5209 48.6275 36.4667 26.7563 9.7104 12.1608 internal_count=1296 1195 1027 755 272 168 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=7 num_cat=0 split_feature=13 16 11 15 10 9 split_gain=7.56112 6.9471 5.79925 13.7457 8.50333 5.40597 threshold=50796.000000000007 2.0000000000000004 6.5000000000000009 4.5000000000000009 19.500000000000004 6.0966438103189775 decision_type=8 8 10 10 8 10 left_child=1 2 -1 4 -4 -2 right_child=5 -3 3 -5 -6 -7 leaf_value=-0.082883703427486868 0.0025192115137549756 0.092265295816236978 0.11920204813932687 -0.084713098980222515 -0.078836971692007429 0.047799201232551741 leaf_weight=19.425214923918247 83.856829576194286 4.1981074959039679 8.56573686003685 11.783426456153391 2.9029225707054147 38.459940247237682 leaf_count=161 551 71 88 61 14 350 internal_value=0.00366978 -0.0304789 -0.042553 -0.00886006 0.0690748 0.0167566 internal_weight=169.192 46.8754 42.6773 23.2521 11.4687 122.317 internal_count=1296 395 324 163 102 901 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=7 num_cat=0 split_feature=5 10 10 15 13 6 split_gain=10.8305 7.02098 12.3058 6.60198 8.5 6.07187 threshold=59.000000000000007 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=-0.077872485958501117 0.013948217432904423 -0.079159804042141582 0.093247819709176949 0.11167558183803949 -0.1007979061506184 -0.069642160774323433 leaf_weight=15.034503720700739 107.61945490725338 8.1892710607498866 18.087880343198776 5.5776127576827994 7.7716291341930619 9.4530990794301015 leaf_count=217 693 141 61 14 103 67 internal_value=0.00320208 0.0109808 0.0159514 0.00523137 0.000475804 0.00719866 internal_weight=171.733 156.699 148.51 130.422 124.844 117.073 internal_count=1296 1079 938 877 863 760 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=7 num_cat=0 split_feature=4 5 9 10 8 0 split_gain=8.87985 8.93563 5.55917 7.9568 7.77151 8.70867 threshold=149.00000000000003 1.0000000180025095e-35 7.8627118266634275 35.000000000000007 4.4954850976912946 0.23259750000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.058524942652045803 0.11419642997337386 -0.045681523726533009 -0.072210400908226613 0.058491607803083004 -0.00063060281376919533 0.059105434742105029 leaf_weight=21.04626027494669 7.9223398566246024 18.384341947734356 18.037252186797563 6.2791885808110228 56.690753869712353 42.852951027452946 leaf_count=208 18 165 283 38 360 224 internal_value=0.00230732 0.0108331 0.00507627 -0.0384595 0.0140532 0.0250854 internal_weight=171.213 150.167 142.244 24.3164 117.928 99.5437 internal_count=1296 1088 1070 321 749 584 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=1 0 10 10 9 5 split_gain=39.1956 0.00124058 0.000666002 0.000456054 0.000227265 0.000172813 threshold=1.0000000180025095e-35 0.0050445000000000012 25.000000000000004 16.500000000000004 7.474411764851272 63.000000000000007 decision_type=8 10 10 10 8 8 left_child=-1 5 3 -3 -4 -2 right_child=1 2 4 -5 -6 -7 leaf_value=0.079791845288542274 -0.0797272484946593 -0.077998267648290723 -0.078555885680249737 -0.080207740517912809 -0.076882387118374862 -0.0788140160801582 leaf_weight=24.38542777299881 2.7360873576253626 23.420562068000439 0.90803067386150083 0.97300882637500663 7.6323978500440726 8.5387022960931063 leaf_count=101 67 723 8 32 264 101 internal_value=-0.0219885 -0.0781303 -0.0778203 -0.0780864 -0.0770603 -0.0790356 internal_weight=68.5942 44.2088 32.934 24.3936 8.54043 11.2748 internal_count=1296 1195 1027 755 272 168 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=7 num_cat=0 split_feature=0 0 4 9 15 0 split_gain=6.48425 8.44495 6.4931 7.31589 5.61287 7.03091 threshold=0.0050445000000000012 4.6811795000000016 390.50000000000006 7.481398721155478 4.5000000000000009 12.063775500000002 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=-0.040628232390676644 0.034937222339774643 0.079470606475281882 -0.086411054917705218 -0.016425566158298203 -0.078758582026807453 0.085862483338554035 leaf_weight=27.563773140311241 75.342253852635622 6.4815625473856917 14.796033419668673 21.904653042554859 8.0117778033018094 9.6937011778354627 leaf_count=190 726 43 76 121 75 65 internal_value=0.00360494 0.0125548 -0.0151412 -0.0264126 -0.00400068 0.0149542 internal_weight=163.794 136.23 60.8877 54.4062 39.6101 31.5984 internal_count=1296 1106 380 337 261 186 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=7 num_cat=0 split_feature=5 10 10 0 2 5 split_gain=9.3783 6.01099 10.6956 6.21747 6.17347 7.05563 threshold=59.000000000000007 35.000000000000007 30.500000000000004 60.179807500000003 48.000000000000007 10692.000000000002 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=-0.077617501543215561 -0.0040343178422749216 -0.07865910009527137 0.090361276922477252 0.10640451814253452 -0.11887278380621731 0.075788935800881696 leaf_weight=13.252896908670662 106.32947131618857 7.2685116548091164 16.486669614911079 5.7546060085296622 4.2150840014219275 12.360542073845862 leaf_count=217 784 141 61 13 30 50 internal_value=0.00306908 0.010085 0.0145291 0.00481178 5.50561e-05 0.00427859 internal_weight=165.668 152.415 145.146 128.66 122.905 118.69 internal_count=1296 1079 938 877 864 834 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=7 num_cat=0 split_feature=13 3 4 4 8 8 split_gain=7.7433 5.43482 5.57202 11.2873 5.24895 5.53763 threshold=49191.500000000007 82.000000000000014 24525.000000000004 4353.5000000000009 5.2927476730057128 4.939271738043824 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.076962733835265196 0.0083970625977435286 -0.094651530956226804 0.081319047365294037 -0.081599581910227967 0.043342608778178214 -0.086514309621460186 leaf_weight=11.422292800620196 73.991484053432941 4.9553875476121894 10.701559633016585 13.179820340126751 44.331316558644176 6.7043472230434409 leaf_count=214 380 54 43 276 292 37 internal_value=0.00247674 0.00837404 0.0118025 0.00641976 0.0156984 0.000511664 internal_weight=165.286 153.864 148.909 138.207 125.027 80.6958 internal_count=1296 1082 1028 985 709 417 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=7 num_cat=0 split_feature=1 10 4 21 10 5 split_gain=34.5238 0.00103957 0.000429621 0.000316208 0.000305225 0.000113209 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 0.92349994575000005 16.500000000000004 1057.5000000000002 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=0.079150109646216535 -0.078517950857133645 -0.078064186457489207 -0.077865613454665472 -0.080342917895723356 -0.079747805358162976 -0.076701247109065188 leaf_weight=21.46353605389595 5.6822544224560261 0.66790323704481025 24.936102160252634 1.1398911830037821 0.892407376319169 6.961681304499507 leaf_count=101 76 7 790 24 32 266 internal_value=-0.0232872 -0.0778715 -0.0781171 -0.0788229 -0.0779306 -0.0768206 internal_weight=61.7438 40.2802 32.6507 6.82215 25.8285 7.62958 internal_count=1296 1195 922 100 822 273 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=7 num_cat=0 split_feature=2 15 16 11 13 10 split_gain=5.53983 6.0671 11.6835 6.80323 4.45021 3.48779 threshold=1.0000000180025095e-35 4.5000000000000009 2.0000000000000004 6.5000000000000009 50796.000000000007 30.500000000000004 decision_type=8 10 10 10 8 10 left_child=-1 3 -3 4 -2 -5 right_child=1 2 -4 5 -6 -7 leaf_value=-0.076472688073705039 -0.09157917549944089 -0.086232468206860591 0.094462757280836029 0.09417162302280907 0.011078050067740096 -0.031037676847947879 leaf_weight=8.159128360450266 4.3926131874322882 15.113590441644194 4.68835375458002 14.418559633195402 109.23977516964078 2.6306226253509513 leaf_count=101 27 98 81 194 765 30 internal_value=0.00378022 0.00813149 -0.0434507 0.0159476 0.0071097 0.0748523 internal_weight=158.643 150.484 19.8019 130.682 113.632 17.0492 internal_count=1296 1195 179 1016 792 224 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=5 5 2 3 0 2 split_gain=8.28394 5.30146 6.30183 6.99365 8.10441 6.21973 threshold=59.000000000000007 26643.000000000004 12.500000000000002 6.5000000000000009 0.061991500000000012 7.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=-0.07744757171517308 0.017957204650867632 0.06927228922650927 -0.041486367853684307 0.11294343488826156 -0.054286447560647093 0.02177605493802192 leaf_weight=11.817055987194179 53.44665477797389 13.510101802647112 25.232132649049163 11.123526852577923 21.887320389971137 22.866822233423591 leaf_count=217 220 60 299 22 267 211 internal_value=0.00312559 0.00955606 0.00356026 0.0139571 -0.00303226 0.0516111 internal_weight=159.884 148.067 134.556 109.324 75.334 33.9903 internal_count=1296 1079 1019 720 487 233 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=7 num_cat=0 split_feature=4 3 21 19 19 8 split_gain=7.12475 7.51929 4.72026 5.57598 5.5912 4.89125 threshold=149.00000000000003 1.0000000180025095e-35 0.15113386645000002 0.71761699185000005 0.60557055170000018 4.4954850976912946 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=-0.055877874640726681 0.10908143662159642 -0.12335041812778091 -0.042981218901216416 0.084412785126646919 -0.12307384011153094 0.013870487267087773 leaf_weight=18.70281133428216 7.2381429970264426 2.8294608891010284 17.800906646996737 8.7291412651538831 3.4896673783659926 100.98335742112249 leaf_count=208 18 11 165 17 8 869 internal_value=0.00211804 0.009807 0.00443788 0.00719791 0.00168553 0.00535074 internal_weight=159.773 141.071 133.833 131.003 122.274 118.784 internal_count=1296 1088 1070 1059 1042 1034 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=7 num_cat=0 split_feature=1 0 10 10 5 0 split_gain=30.3123 0.000924746 0.000403175 0.000241334 0.000160976 0.000359214 threshold=1.0000000180025095e-35 0.0050445000000000012 25.000000000000004 16.500000000000004 63.000000000000007 3.5000000000000004e-05 decision_type=8 10 10 10 8 8 left_child=-1 4 3 -3 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.078573358697029597 -0.078316388204342391 -0.077480071773709316 -0.076664581323768022 -0.079257809727287132 -0.078227117749260888 -0.080912794365642152 leaf_weight=18.753010466694832 1.6239676140248751 19.379879029467709 6.8996863835491231 0.79495378956198592 7.3220698721706876 0.79307544976472844 leaf_count=101 59 723 272 32 101 8 internal_value=-0.0249101 -0.077625 -0.0773244 -0.0775501 -0.0784607 -0.0791683 internal_weight=55.5666 36.8136 27.0745 20.1748 9.73911 2.41704 internal_count=1296 1195 1027 755 168 67 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=7 num_cat=0 split_feature=0 15 16 21 10 16 split_gain=5.14567 6.7404 8.06679 6.6566 5.79679 7.41074 threshold=0.0050445000000000012 4.5000000000000009 2.0000000000000004 0.11311668870000001 30.500000000000004 1.0000000180025095e-35 decision_type=8 8 8 10 10 8 left_child=-1 4 -3 -4 5 -2 right_child=1 2 3 -5 -6 -7 leaf_value=-0.03774747623028199 0.02027688081331297 -0.084371761454091254 0.11360030867998445 -0.019093658051120229 -0.066045468998229745 0.10294412978270676 leaf_weight=25.137894995510578 75.578022494912148 14.088480666279791 5.0553886294364956 14.991110868752001 6.4530048184096804 12.660726968199013 leaf_count=190 602 98 88 72 56 190 internal_value=0.0036381 0.0117136 -0.0263838 0.0143695 0.0254472 0.0321382 internal_weight=153.965 128.827 34.135 20.0465 94.6918 88.2387 internal_count=1296 1106 258 160 848 792 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=7 num_cat=0 split_feature=5 10 10 4 0 0 split_gain=7.19745 5.06167 9.07358 5.58955 5.89435 5.54052 threshold=59.000000000000007 35.000000000000007 30.500000000000004 126.00000000000001 60.179807500000003 30.090087000000004 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=-0.077248682260438517 0.087684841836485061 -0.078195658643390092 0.087247158984708292 0.0011042594969925253 0.10210883237944851 -0.074040381657227899 leaf_weight=10.412332119420169 7.5048481300473204 6.3892290685325852 14.655344277620314 100.24970696493983 5.2574931234121314 10.876454748213289 leaf_count=217 28 141 61 757 13 79 internal_value=0.00305764 0.00882704 0.0128403 0.00403833 -0.00135551 -0.00625051 internal_weight=155.345 144.933 138.544 123.889 116.384 111.126 internal_count=1296 1079 938 877 849 836 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=7 num_cat=0 split_feature=13 15 16 5 8 9 split_gain=6.01415 4.47855 6.5402 4.32909 3.43172 7.84514 threshold=49191.500000000007 4.5000000000000009 1.0000000180025095e-35 24163.500000000004 4.4954850976912946 6.0449806140825677 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=-0.076658824279512525 -0.016358290932325954 0.051408667814867796 -0.083215640798917287 -0.097310220734043967 0.068786448526176616 0.0006532237135153825 leaf_weight=9.0995303206145746 34.677270162850618 19.76106783747673 8.7450617514550668 3.8930227719247332 24.250561965629458 55.753899371251464 leaf_count=214 285 92 224 35 133 313 internal_value=0.00223487 0.00711583 0.00024122 0.00639629 0.00991674 0.0213054 internal_weight=156.18 147.081 127.32 118.575 114.682 80.0045 internal_count=1296 1082 990 766 731 446 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=7 num_cat=0 split_feature=1 0 10 10 0 9 split_gain=26.7404 0.000823516 0.000343239 0.000164745 0.000116347 9.67012e-05 threshold=1.0000000180025095e-35 0.0050445000000000012 25.000000000000004 16.500000000000004 5.1500000000000012e-05 7.4755209420133424 decision_type=8 10 10 10 10 10 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.078103298813226377 -0.07802373101660072 -0.07727199149868412 -0.077587652803516011 -0.078825293094615778 -0.078846992222816714 -0.076321886126363481 leaf_weight=16.482765644788742 6.7972108479589206 17.717671174090363 0.67991322278976341 0.71018257364630599 2.2966817114502192 5.3750320584513247 leaf_count=101 143 723 8 32 25 264 internal_value=-0.0262112 -0.0774191 -0.0771172 -0.0773319 -0.0782316 -0.076464 internal_weight=50.0595 33.5767 24.4828 18.4279 9.09389 6.05495 internal_count=1296 1195 1027 755 168 272 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=7 num_cat=0 split_feature=0 0 0 6 5 8 split_gain=4.38097 5.83783 4.15992 4.61606 4.08687 3.93895 threshold=0.0039970000000000014 4.6811795000000016 18.636041000000002 123.39221534797306 515.50000000000011 6.4932345590107117 decision_type=8 8 8 10 10 10 left_child=-1 5 4 -4 -3 -2 right_child=1 2 3 -5 -6 -7 leaf_value=-0.036444717057357676 0.046728998196908927 0.059889983824943885 -0.012256948420335208 0.07268472782809933 -0.068687461451056309 -0.0037644939922383113 leaf_weight=22.981119140982628 47.305640086531639 2.8954306840896633 28.130246363580227 8.2812246568500978 16.906927451491356 22.941741529852152 leaf_count=185 487 23 142 65 150 244 internal_value=0.00371971 0.0110186 -0.0129996 0.00706172 -0.0498873 0.0302386 internal_weight=149.442 126.461 56.2138 36.4115 19.8024 70.2474 internal_count=1296 1111 380 207 173 731 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=7 num_cat=0 split_feature=0 0 2 9 6 0 split_gain=4.81115 4.39257 5.06971 4.37204 5.56979 4.28346 threshold=3.5000000000000004e-05 60.179807500000003 88.000000000000014 7.9532439502072663 121.74527444119899 0.0050445000000000012 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=-0.076640337132180089 0.061273842165384056 0.09970658772816382 -0.13754256332168355 0.044349466467363735 -0.083272673929357111 -0.0032670130581336876 leaf_weight=7.23125210776925 11.584186933934687 4.9308287352323523 2.4970100522041312 24.649249674752355 7.8743575382977715 91.558231104165316 leaf_count=160 28 13 19 154 99 823 internal_value=0.00294118 0.00696283 0.00365295 0.00625173 -0.00220717 0.00398173 internal_weight=150.325 143.094 138.163 135.666 111.017 103.142 internal_count=1296 1136 1123 1104 950 851 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=7 num_cat=0 split_feature=4 3 20 9 8 0 split_gain=5.44551 6.65511 4.37325 4.90519 5.73517 5.48116 threshold=149.00000000000003 1.0000000180025095e-35 0.85959532825000007 7.8627118266634275 4.4954850976912946 0.23259750000000004 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=-0.052086541589476391 0.10537288199401425 -0.038911811385263895 -0.12462988104998754 -0.040941041603103578 -0.018072663079233678 0.038774257550220209 leaf_weight=16.545125890523195 6.7636763453483573 16.925320878624916 2.6056371927261344 18.743871685117483 22.636974970810115 67.648278962820768 leaf_count=208 18 165 9 321 281 294 internal_value=0.00206825 0.00868939 0.00360277 0.00625554 0.014507 0.0245212 internal_weight=151.869 135.324 128.56 125.954 107.211 90.2853 internal_count=1296 1088 1070 1061 740 575 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=7 num_cat=0 split_feature=4 0 10 5 0 10 split_gain=23.749 0.000682346 0.000261233 0.00017506 0.000265465 0.0001355 threshold=1.0000000180025095e-35 0.0050445000000000012 25.000000000000004 63.000000000000007 3.5000000000000004e-05 16.500000000000004 decision_type=8 10 10 8 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.077719318972081619 -0.07799337785834333 -0.077075836078138643 -0.076342019289220409 -0.077723393878787295 -0.080341685502550733 -0.078532357704781286 leaf_weight=14.586356580257414 1.467646909877659 16.098953285720206 5.5486265243962398 6.2404802050441512 0.71635542064905156 0.66510191932320495 leaf_count=101 59 723 272 101 8 32 internal_value=-0.0273605 -0.0772263 -0.0769368 -0.0779931 -0.0787636 -0.0771336 internal_weight=45.3235 30.7372 22.3127 8.42448 2.184 16.7641 internal_count=1296 1195 1027 168 67 755 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=7 num_cat=0 split_feature=15 16 11 13 0 2 split_gain=3.92977 9.12348 6.05296 6.80914 2.92505 3.98562 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 50796.000000000007 56.187356500000007 78.000000000000014 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=-0.080778112624653842 -0.08318171754062266 0.091195562076839751 0.069576159792927847 0.0085082735709305409 -0.090568027694636885 0.13439578737031888 leaf_weight=9.2155121117830259 12.749437883496286 3.9238344505429259 14.816475410014389 99.027028772979975 2.8756007850170127 2.5804953426122657 leaf_count=128 98 81 224 735 8 22 internal_value=0.00353125 -0.0421443 0.00945711 0.00162278 0.00889062 0.0117054 internal_weight=145.188 16.6733 128.515 113.699 104.483 101.608 internal_count=1296 179 1117 893 765 757 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=7 num_cat=0 split_feature=5 10 10 15 13 4 split_gain=5.75552 4.32089 7.40646 4.97889 6.43531 4.06699 threshold=59.000000000000007 35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 126.00000000000001 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.07719328289452744 0.078184930594830768 -0.07781556171303286 0.084121655391655573 0.10699945248039636 -0.096107626624278644 0.00044114661400428736 leaf_weight=8.4464898211881501 7.2060765251517287 5.6488616690039626 12.694697529077528 4.4993363767862311 6.599686060100793 101.60632728040218 leaf_count=217 28 141 61 14 103 732 internal_value=0.00294267 0.00783846 0.0114872 0.00379761 -0.000225715 0.00558971 internal_weight=146.701 138.255 132.606 119.911 115.412 108.812 internal_count=1296 1079 938 877 863 760 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=7 num_cat=0 split_feature=4 3 21 21 9 8 split_gain=4.69345 5.92566 4.22553 4.64579 4.44218 6.14172 threshold=149.00000000000003 1.0000000180025095e-35 0.15113386645000002 0.51750115670000008 7.848168949681571 6.66879774308451 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.049902931126378808 0.10176428706657491 -0.11894077397104613 0.055278889901331278 0.0027129764879222631 -0.032538725810672395 0.10210092129799878 leaf_weight=15.590181164443491 6.427270218729972 2.764504462480545 16.602121874690056 67.5301448777318 32.322324709966779 6.8481117486953726 leaf_count=208 18 11 34 635 371 19 internal_value=0.00199673 0.00810358 0.00332849 0.00606982 -0.00158688 0.0118638 internal_weight=148.085 132.494 126.067 123.303 106.701 74.3783 internal_count=1296 1088 1070 1059 1025 654 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=7 num_cat=0 split_feature=1 4 10 0 10 8 split_gain=20.8582 0.000560915 0.000365208 0.000179602 0.00010306 5.04276e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.0050445000000000012 16.500000000000004 6.5307253970058214 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.077345542935586098 -0.079766323269893941 -0.077569780478309314 -0.07620548755458606 -0.076804150323258061 -0.07824167089884411 -0.077240149035276304 leaf_weight=12.703367754817009 0.74074380099773662 7.0098688229918542 5.0062875906005493 11.28891578689217 0.6017913334071644 3.4676084374077627 leaf_count=101 21 146 273 607 32 116 internal_value=-0.0290005 -0.077051 -0.0769776 -0.0771504 -0.0769589 -0.0769066 internal_weight=40.8186 28.1152 27.3745 22.3682 15.3583 14.7565 internal_count=1296 1195 1174 901 755 723 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=7 num_cat=0 split_feature=0 0 0 5 6 8 split_gain=3.35958 4.67412 3.50972 3.96732 3.75358 3.2639 threshold=0.0050445000000000012 4.6811795000000016 18.636041000000002 515.50000000000011 123.39221534797306 6.4932345590107117 decision_type=8 8 8 10 10 10 left_child=-1 5 3 -3 -4 -2 right_child=1 2 4 -5 -6 -7 leaf_value=-0.03242373379914628 0.043592735289115787 0.061684771797508919 -0.010978617948518713 -0.067556965964811033 0.066654555057560225 -0.0040472989019070416 leaf_weight=21.904595170170069 44.242566164582968 2.8113019168376949 27.587251354008913 15.309716291725634 8.0440303497016412 21.307038124650717 leaf_count=190 483 23 142 150 65 243 internal_value=0.00357369 0.010183 -0.0116751 -0.0475064 0.00654766 0.0281072 internal_weight=141.206 119.302 53.7523 18.121 35.6313 65.5496 internal_count=1296 1106 380 173 207 726 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=7 num_cat=0 split_feature=5 5 2 3 0 2 split_gain=5.01931 4.16439 4.75265 5.77628 6.36065 4.76922 threshold=59.000000000000007 38527.000000000007 12.500000000000002 6.5000000000000009 0.061991500000000012 7.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=-0.077063192750269766 0.014553156827921169 0.070731869060293204 -0.038716615757468528 0.10465094953323806 -0.051649065947526912 0.020047634589013444 leaf_weight=7.4704272774979463 52.731098940595984 9.5690059065818769 23.06698406022042 10.058124940842392 20.024149788543582 19.739581898786128 leaf_count=217 220 48 311 22 267 211 internal_value=0.00273072 0.00714006 0.00229601 0.0115209 -0.00366743 0.0486052 internal_weight=142.659 135.189 125.62 102.553 72.7552 29.7977 internal_count=1296 1079 1031 720 487 233 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=7 num_cat=0 split_feature=13 20 3 21 19 19 split_gain=4.20805 4.02025 4.04725 4.10822 5.28002 5.9099 threshold=49191.500000000007 0.85959532825000007 82.000000000000014 0.15113386645000002 0.71761699185000005 0.60557055170000018 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=-0.076349477280238692 -0.11432368051026315 -0.11912446120325887 -0.094208976370623421 0.011993076486302863 0.091594225436320745 -0.12081265619347691 leaf_weight=6.5453040841966859 2.566754437983036 2.5326198413968077 3.7640469390898934 117.86403072066605 8.1026121973991376 3.4488309249281874 leaf_count=214 10 9 54 987 14 8 internal_value=0.00199944 0.00570801 0.00803701 0.010953 0.0134377 0.00821751 internal_weight=144.824 138.279 135.746 131.982 129.415 121.313 internal_count=1296 1082 1073 1019 1009 995 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=7 num_cat=0 split_feature=2 4 10 0 10 8 split_gain=18.4681 0.000491728 0.000281506 0.000155785 8.51326e-05 4.33349e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.0050445000000000012 16.500000000000004 6.5307253970058214 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.077044972531404562 -0.079498008877704418 -0.077382009567259311 -0.076114413982612206 -0.076639571918939164 -0.077996779115475534 -0.077062941697329454 leaf_weight=11.162051714956759 0.7042358778417136 6.5090826032683315 4.6283967914059749 10.259749523364002 0.5609185993671425 3.1630374523811051 leaf_count=101 21 146 273 607 32 116 internal_value=-0.0304369 -0.0768919 -0.0768188 -0.0769779 -0.0767898 -0.0767393 internal_weight=36.9875 25.8254 25.1212 20.4928 13.9837 13.4228 internal_count=1296 1195 1174 901 755 723 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=7 num_cat=0 split_feature=15 16 11 13 0 9 split_gain=3.41972 7.97878 4.95976 5.39994 2.59287 3.65122 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 50796.000000000007 56.187356500000007 6.0966438103189775 decision_type=10 8 10 8 10 10 left_child=2 -2 3 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.080294050210868634 -0.081694984310885135 0.089674556496749033 0.065655615181489616 -0.00030149805030337164 -0.089309398215931687 0.044459519032436917 leaf_weight=7.4379709735512725 11.539136957377192 3.5535489469766626 13.765524271875618 74.833166506141424 2.6676817983388892 24.090366527438164 leaf_count=128 98 81 224 549 8 208 internal_value=0.00357369 -0.0413463 0.00909481 0.0019537 0.00797544 0.0105989 internal_weight=137.887 15.0927 122.795 109.029 101.591 98.9235 internal_count=1296 179 1117 893 765 757 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=7 num_cat=0 split_feature=5 10 10 10 5 8 split_gain=4.43832 3.77343 6.50357 4.16231 3.75377 8.3477 threshold=59.000000000000007 35.000000000000007 30.500000000000004 16.500000000000004 3098.5000000000005 5.2436569921791092 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=-0.076973819120518816 0.01337304102285819 -0.077542224829872788 0.082024358895884456 -0.099046509635836083 0.037407921486261091 -0.060858909174597381 leaf_weight=6.6860345639288417 63.140718976035714 5.1312321675941339 11.39068618416786 3.8758388133719555 28.894481234252453 19.930977345444262 leaf_count=217 298 141 61 103 162 314 internal_value=0.00251835 0.0065337 0.00992444 0.0028349 0.00636164 -0.00443706 internal_weight=139.05 132.364 127.233 115.842 111.966 83.0717 internal_count=1296 1079 938 877 774 612 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=7 num_cat=0 split_feature=4 3 0 20 9 8 split_gain=3.78878 5.16162 3.71998 3.41371 3.69425 4.84888 threshold=149.00000000000003 1.0000000180025095e-35 5.1500000000000012e-05 0.85959532825000007 7.848168949681571 6.7263909492949656 decision_type=8 8 8 10 10 10 left_child=2 -2 -1 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.087875492906731301 0.09833614205056726 0.00683869150535829 0.01704664648138712 -0.11400627437695428 -0.037889674049205242 0.095671548864418671 leaf_weight=8.6741602942347491 5.9547777324914923 96.153672145679593 5.5356081351637849 2.4439784809947005 16.938107972033322 6.5640812218189231 leaf_count=160 18 705 48 9 337 19 internal_value=0.00198813 0.00742435 -0.0470016 0.00299061 0.00538028 0.0125155 internal_weight=142.264 128.055 14.2098 122.1 119.656 102.718 internal_count=1296 1088 208 1070 1061 724 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=7 num_cat=0 split_feature=2 4 10 0 10 8 split_gain=16.0763 0.000405014 0.000223846 0.000125201 6.99286e-05 3.4432e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.0050445000000000012 16.500000000000004 6.5307253970058214 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.076744994214271778 -0.079178685232367971 -0.077195006300208951 -0.076007535938256029 -0.076501299598402198 -0.077786527834740771 -0.076897281878174531 leaf_weight=9.5992929413914663 0.6631880402565028 6.014931312762207 4.1526050097309044 9.3947151228785462 0.51213538460433561 2.8657169411890218 leaf_count=101 21 146 273 607 32 116 internal_value=-0.0323672 -0.0767424 -0.076672 -0.0768188 -0.0766417 -0.0765939 internal_weight=33.2026 23.6033 22.9401 18.7875 12.7726 12.2604 internal_count=1296 1195 1174 901 755 723 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=7 num_cat=0 split_feature=15 16 11 13 14 10 split_gain=3.04537 7.13945 4.13866 4.64273 2.57081 2.97182 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 50796.000000000007 4.5000000000000009 30.500000000000004 decision_type=10 10 10 8 10 10 left_child=2 -2 3 -1 5 -4 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.079730816071427527 -0.079872542354351414 0.088551352699496849 0.10053869737807415 0.0076184430698583569 -0.070109786538789312 -0.031224426270248386 leaf_weight=6.4771923199295989 10.746930927038191 3.2865290492773047 9.5967907663434691 100.47373071685433 1.3216778934001929 2.0833209492266187 leaf_count=128 98 81 188 765 6 30 internal_value=0.00364813 -0.040429 0.00880478 0.00232837 0.0620788 0.0770368 internal_weight=133.986 14.0335 119.953 106.951 13.0018 11.6801 internal_count=1296 179 1117 893 224 218 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=7 num_cat=0 split_feature=5 0 4 4 8 5 split_gain=3.89348 3.27668 4.22113 5.36946 6.78117 6.23473 threshold=59.000000000000007 60.179807500000003 25806.000000000004 5872.0000000000009 5.2557369634631668 10692.000000000002 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=-0.076864841737219108 0.01488342666412165 0.093911255756842782 -0.066893654518669451 0.05130001205397057 -0.062428581485391411 0.074791598986254551 leaf_weight=5.9375106999650589 65.82349081709981 4.1008642539381972 8.0671660304069501 22.915211586281657 24.32847447227687 3.8328295797109595 leaf_count=217 291 13 62 246 450 17 internal_value=0.00231243 0.00595481 0.00306848 0.0078965 -0.00268607 -0.0437525 internal_weight=135.006 129.068 124.967 116.9 93.9848 28.1613 internal_count=1296 1079 1066 1004 758 467 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=7 num_cat=0 split_feature=19 19 21 3 0 5 split_gain=4.25219 3.3666 3.17183 3.23276 3.85803 7.35028 threshold=0.05462140120000001 0.14794597680000002 0.15113386645000002 82.000000000000014 0.10875250000000002 161.00000000000003 decision_type=8 8 8 10 8 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.13830046990512804 -0.11506544118236157 -0.10434593679301203 0.0082730493803171087 -0.091972363835532922 0.017528534312638396 -0.090442331327618225 leaf_weight=2.2507583368569613 2.5080809518694878 2.7538357563316822 25.405486907809973 3.4121115971356621 91.978417480364442 10.727915437426416 leaf_count=9 15 23 272 59 729 189 internal_value=0.00196845 -0.000274845 0.00186925 0.00409317 0.00665177 -0.0210353 internal_weight=139.037 136.786 134.278 131.524 128.112 36.1334 internal_count=1296 1287 1272 1249 1190 461 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=7 num_cat=0 split_feature=1 4 10 0 10 8 split_gain=14.2363 0.000324784 0.00017413 9.72011e-05 4.37099e-05 2.99856e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.0050445000000000012 16.500000000000004 6.5307253970058214 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.076527362778163188 -0.078862363163595614 -0.077013110428518217 -0.075915490954441833 -0.076375253766577722 -0.07746545567350703 -0.076760925718721396 leaf_weight=8.4471185579895973 0.61657825671136635 5.5392244569957318 3.7423897301778188 8.6017193181905842 0.45496972091496068 2.6330259582027802 leaf_count=101 21 146 273 607 32 116 internal_value=-0.0335343 -0.0766003 -0.0765338 -0.0766681 -0.0765046 -0.0764656 internal_weight=30.035 21.5879 20.9713 17.2289 11.6897 11.2347 internal_count=1296 1195 1174 901 755 723 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=7 num_cat=0 split_feature=15 16 9 8 6 8 split_gain=2.84851 6.36984 3.7676 5.61571 5.42934 4.59935 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 6.0901870390407042 84.576699671557861 5.0718539697908787 decision_type=10 8 10 10 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0063377259863539636 -0.078571468350486548 0.087182369923931469 0.090849641842234596 0.0090070724307892668 0.0078750994467372375 -0.1232428630776751 leaf_weight=66.497926060110331 10.135889900848266 3.0060767978429803 11.918256619945167 28.271466812118888 4.5420532897114736 6.5093475207686424 leaf_count=602 98 81 151 314 27 23 internal_value=0.00349999 -0.0406571 0.00842878 0.0332775 -0.00444899 -0.0693542 internal_weight=130.881 13.142 117.739 40.1897 77.5493 11.0514 internal_count=1296 179 1117 465 652 50 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=7 num_cat=0 split_feature=5 4 3 2 6 7 split_gain=3.44785 3.22934 5.92826 6.75547 5.57604 11.2059 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.869127631984739 72.818185795996314 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=-0.076754960344780007 0.071748321598891177 -0.055029984614032107 0.079279868229752914 -0.06585890045810848 0.11001947390701675 -0.0039215660654982757 leaf_weight=5.3018098687753072 6.9653382897377005 15.956226915121077 12.533602479845284 10.978743346408008 9.8484948724508268 69.852264517918229 leaf_count=217 28 198 60 143 44 606 internal_value=0.00224405 0.00556461 0.00169624 0.0104658 0.000954438 0.0101579 internal_weight=131.436 126.135 119.169 103.213 90.6795 79.7008 internal_count=1296 1079 1051 853 793 650 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=7 num_cat=0 split_feature=19 4 4 3 8 9 split_gain=3.6328 3.05953 8.81196 4.65772 3.50618 5.4751 threshold=0.05462140120000001 24525.000000000004 4353.5000000000009 18.500000000000004 5.2927476730057128 6.0966438103189775 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=0.12689231320245201 -0.011030075535662496 0.057241742841732425 -0.083566317270373738 0.13150928838445203 0.072822544619465801 -0.0063717053830063099 leaf_weight=2.284999817609787 74.203489987179637 8.6538143847137672 12.595573499333112 2.8206072943285099 15.114086838439105 20.666870892979205 leaf_count=9 503 76 317 14 68 309 internal_value=0.00186426 -0.000266886 -0.00423552 0.00462239 0.00136831 0.0270804 internal_weight=136.339 134.054 125.401 112.805 109.984 35.781 internal_count=1296 1287 1211 894 880 377 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=7 num_cat=0 split_feature=1 4 10 10 4 6 split_gain=12.9336 0.000269177 0.000135872 5.46546e-05 2.01033e-05 3.47006e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 16.500000000000004 386.50000000000006 84.576699671557861 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.076386096996762201 -0.078596924894323808 -0.076615333691018223 -0.075832430808098705 -0.076869608899092876 -0.076061341464285892 -0.076489310350313922 leaf_weight=7.6910580173134804 0.57635656278581038 3.842553712427617 3.421735245268791 3.6045258818194279 2.9231897327117604 5.3841577435377985 leaf_count=101 21 250 273 111 203 337 internal_value=-0.0336304 -0.0764676 -0.0764036 -0.0765276 -0.0764262 -0.0763387 internal_weight=27.4436 19.7525 19.1762 15.7544 12.1499 8.30735 internal_count=1296 1195 1174 901 790 540 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=7 num_cat=0 split_feature=15 16 11 13 10 11 split_gain=2.47305 5.61368 3.41112 3.91656 2.21674 5.34747 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 50796.000000000007 19.500000000000004 12.500000000000002 decision_type=10 10 10 8 8 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.079575899255359794 -0.076281296228743078 0.085947996193692144 0.095263809732341567 0.0067226729020632009 -0.1216202793085977 0.089445859171813108 leaf_weight=5.5559619814157477 9.4001607540994865 2.7590443417429915 6.9169342722743723 98.370545625686646 1.9512896724045283 3.1191274803131819 leaf_count=128 98 81 119 765 11 94 internal_value=0.0034346 -0.0394699 0.00793522 0.00210911 0.0584458 0.00821957 internal_weight=128.073 12.1592 115.914 103.927 11.9874 5.07042 internal_count=1296 179 1117 893 224 105 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=7 num_cat=0 split_feature=0 2 3 3 9 13 split_gain=3.25612 3.27921 4.51244 3.74702 4.11392 3.81225 threshold=60.179807500000003 88.000000000000014 65.500000000000014 14.500000000000002 7.9539476544304302 49193.500000000007 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.0021672343918628001 0.092681572098044035 -0.12059791740533898 0.090489378998879474 0.030162529490380521 0.073669100610324931 -0.091771679793796287 leaf_weight=96.628994417376816 3.8471831902861586 2.241082862019538 5.4406050965189925 3.6656939387321446 7.7250839108601204 8.5320380441844463 leaf_count=1056 13 19 37 32 51 88 internal_value=0.00207572 -0.000730105 0.00147195 -0.00268336 0.00344675 -0.0551277 internal_weight=128.081 124.233 121.992 116.552 104.354 12.1977 internal_count=1296 1283 1264 1227 1107 120 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=7 num_cat=0 split_feature=19 19 21 19 19 21 split_gain=3.09468 2.94412 2.78309 3.08631 4.69071 2.90564 threshold=0.05462140120000001 0.14794597680000002 0.15113386645000002 0.71761699185000005 0.60557055170000018 0.57662382435000004 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=0.11661719608887625 -0.11091765823331473 -0.10177880347450095 0.057952255548770884 0.058431839415408693 -0.11168294171592588 -0.0017932026649747756 leaf_weight=2.3001811280846596 2.3663784042000771 2.5500852353870869 8.8331299014389497 9.5370317101478559 3.6902015060186377 103.75762250181288 leaf_count=9 15 23 38 39 22 1150 internal_value=0.00163264 -0.00039043 0.00164706 0.00374331 -0.000742092 0.00289403 internal_weight=133.035 130.734 128.368 125.818 116.281 112.591 internal_count=1296 1287 1272 1249 1210 1188 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=7 num_cat=0 split_feature=1 0 5 0 10 11 split_gain=11.6764 0.000203421 6.52233e-05 8.43952e-05 5.64986e-05 2.18253e-05 threshold=1.0000000180025095e-35 0.0050445000000000012 63.000000000000007 5.1500000000000012e-05 25.000000000000004 10.500000000000002 decision_type=8 10 8 10 10 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.076246952025300352 -0.076956027101393168 -0.076195426248632209 -0.07666279547062449 -0.078638128512025465 -0.075766111393180013 -0.076616846235369643 leaf_weight=6.9322080165147781 1.0108014149591387 8.3012495997827482 3.8684104401618242 0.42313279584050167 3.074131680186837 1.4424837986007322 leaf_count=101 63 702 101 4 272 53 internal_value=-0.0341291 -0.0763554 -0.0768763 -0.0774524 -0.0761399 -0.0762578 internal_weight=25.0524 18.1202 5.30234 1.43393 12.8179 9.74373 internal_count=1296 1195 168 67 1027 755 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=7 num_cat=0 split_feature=0 0 0 4 1 4 split_gain=2.30768 3.58289 3.5551 3.99946 4.74022 2.60664 threshold=0.0050445000000000012 0.030054500000000001 5.1500000000000012e-05 163.00000000000003 1.0000000180025095e-35 327.00000000000006 decision_type=8 8 10 10 10 8 left_child=2 -2 3 4 -1 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.075456760176378534 0.068138626725108981 0.036673677517915379 -0.083739604896205827 -0.1025174694807278 0.085399179362639563 -0.0048150246979130088 leaf_weight=2.5991808157414207 9.3005809374153596 18.755458991974592 7.2992473095655432 2.6345217227935782 6.2067138552665719 78.630002131685615 leaf_count=101 128 172 25 5 59 806 internal_value=0.00315372 0.0088386 -0.0292107 0.00558004 0.0379203 0.00317528 internal_weight=125.426 106.686 18.7397 11.4404 8.80589 97.3855 internal_count=1296 1106 190 165 160 978 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=7 num_cat=0 split_feature=5 0 3 2 0 9 split_gain=2.95749 3.05394 3.96313 5.42717 3.37202 4.38273 threshold=59.000000000000007 0.00078450000000000015 3.5000000000000004 6.5000000000000009 49.498548500000005 6.0303165925932634 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.07669605765802312 0.084546914816658145 -0.041833896381701541 0.07225337731631104 -0.080715922555464462 0.09104865327784957 0.0034408923575927302 leaf_weight=4.5918284030631176 4.6486884653568259 17.592166246846318 12.156053394079207 6.7387153171002856 3.9586111530661574 75.75230670068413 leaf_count=217 9 217 60 82 14 697 internal_value=0.00207579 0.0050689 0.00188925 0.00968987 0.000892544 -0.0034339 internal_weight=125.438 120.847 116.198 98.6057 86.4496 82.491 internal_count=1296 1079 1070 853 793 779 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=7 num_cat=0 split_feature=20 4 3 0 5 3 split_gain=2.99057 2.89498 4.38842 3.51081 3.12142 3.17965 threshold=0.85959532825000007 149.00000000000003 1.0000000180025095e-35 5.1500000000000012e-05 76.000000000000014 2.5000000000000004 decision_type=10 8 8 8 8 8 left_child=1 3 -3 -1 -4 -6 right_child=-2 2 4 -5 5 -7 leaf_value=-0.088652445385353371 -0.10634318589490498 0.096237137830137015 -0.089450678167669329 0.018224476626747466 0.048299149202182007 3.9633297262609667e-05 leaf_weight=7.0575909931212637 2.5214705653488627 5.4382886737585059 3.446102298796176 5.4446825385093698 16.044235073029995 91.585755529347807 leaf_count=151 18 18 47 48 114 900 internal_value=0.00151344 0.00362136 0.00852823 -0.042108 0.004234 0.0072336 internal_weight=131.538 129.017 116.514 12.5023 111.076 107.63 internal_count=1296 1278 1079 199 1061 1014 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=7 num_cat=0 split_feature=1 4 0 10 10 8 split_gain=10.1708 0.000187729 9.27435e-05 4.17574e-05 1.82059e-05 1.26665e-05 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 16.500000000000004 6.5307253970058214 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.076065711867910182 -0.078161836979050936 -0.076581141172576278 -0.076053843080314848 -0.07570976577487934 -0.076858294082367523 -0.076342699826576668 leaf_weight=5.9531907215714455 0.49745258875191822 4.3980683619156506 6.5620511055458302 2.8515096737537524 0.34826059825718481 1.974962710868567 leaf_count=101 21 147 607 272 32 116 internal_value=-0.0361008 -0.0762485 -0.0761895 -0.0760427 -0.0761496 -0.0761207 internal_weight=22.5855 16.6323 16.1349 11.7368 8.88527 8.53701 internal_count=1296 1195 1174 1027 755 723 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=7 num_cat=0 split_feature=15 10 9 8 6 8 split_gain=2.15989 3.9956 3.3619 4.56403 4.25726 3.77797 threshold=4.5000000000000009 50.000000000000007 6.0966438103189775 6.0901870390407042 84.576699671557861 5.0718539697908787 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=0.004853880829231519 -0.067426929036069116 0.084868949444877023 0.0848585187894806 0.0089433097628089167 0.0069270260824240123 -0.11397300696569715 leaf_weight=62.945301497355103 9.1024232823401672 2.1248206868767729 11.304439533501862 26.446851633489132 4.4331944957375509 6.1986637488007545 leaf_count=602 106 73 151 314 27 23 internal_value=0.00319969 -0.0386041 0.00741552 0.0316757 -0.00503203 -0.063561 internal_weight=122.556 11.2272 111.328 37.7513 73.5772 10.6319 internal_count=1296 179 1117 465 652 50 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=7 num_cat=0 split_feature=19 19 21 21 19 10 split_gain=2.98055 9.17447 3.60957 6.57949 4.44548 2.80969 threshold=0.40827487255000006 0.49428016580000006 0.74203080305000013 0.53514027195000013 0.62016148010000005 35.000000000000007 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=-0.04333322991312985 0.15481951396289181 -0.1337557369983205 -0.12416796162645778 0.13850945875220252 0.0064897905820145672 -0.077139297347048996 leaf_weight=13.036929484456776 4.0567816514521837 2.4402074981480837 2.2344968225806943 3.5280418787151566 93.421117691323161 4.1979111935943356 leaf_count=69 15 12 25 20 1014 141 internal_value=0.00187461 0.00723846 0.00158079 0.00429334 -0.000439062 0.00289349 internal_weight=122.915 109.879 105.822 103.587 100.059 97.619 internal_count=1296 1227 1212 1187 1167 1155 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 4 split_gain=2.74134 2.91645 4.38181 4.16135 4.1732 2.78033 threshold=0.15113386645000002 0.51750115670000008 0.67153127420000003 0.31700097185000004 0.76784945660000015 24525.000000000004 decision_type=8 8 8 10 8 8 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=-0.099792524102779473 0.07741376355510228 -0.0035621324932898022 -0.028711379188674026 -0.11543489122050886 0.04174332878420655 0.044408985305143298 leaf_weight=2.6178662981837988 11.531069885939358 86.631682684179395 5.8717314004898098 5.9219715725630522 2.3633451480418426 14.039996787905691 leaf_count=27 48 1045 21 48 17 90 internal_value=0.00149479 0.00359322 0.041607 -0.00247841 -0.0706006 0.00312807 internal_weight=128.978 126.36 17.4028 108.957 8.28532 100.672 internal_count=1296 1269 69 1200 65 1135 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=7 num_cat=0 split_feature=4 4 0 10 11 0 split_gain=9.35863 0.000148936 7.36016e-05 3.29997e-05 1.21845e-05 1.42668e-05 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 10.500000000000002 3.6336500000000007 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075982923129207527 -0.077921618552863781 -0.076460736534075868 -0.075852958855932587 -0.075652414145651742 -0.076353241777872297 -0.076140048534294097 leaf_weight=5.4909165687859085 0.46184044517576417 4.0679935077205309 3.1717230463400465 2.6149413650855413 1.2110315398313103 3.8106278888881207 leaf_count=101 21 147 503 272 53 199 internal_value=-0.0360473 -0.0761531 -0.0760982 -0.0759617 -0.0760604 -0.0760096 internal_weight=20.8291 15.3382 14.8763 10.8083 8.19338 6.98235 internal_count=1296 1195 1174 1027 755 702 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=7 num_cat=0 split_feature=2 10 11 0 7 11 split_gain=2.08565 4.15759 3.60347 3.56057 7.12375 3.27974 threshold=8.5000000000000018 30.500000000000004 11.500000000000002 2.7156310000000006 73.883603989971604 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=2 3 -1 -2 -5 -3 right_child=1 5 -4 4 -6 -7 leaf_value=-0.0014027773101558901 0.076903296601798316 -0.069144024296527481 -0.10087612719836728 -0.085012015851551312 0.05434736761788999 0.085284059798769851 leaf_weight=78.210704997181892 13.846855804324152 7.0094157513231021 3.8195732384920111 5.4846586436033276 11.074543938040732 1.7109586149454115 leaf_count=695 306 116 14 36 91 38 internal_value=0.00302684 0.0220244 -0.00603455 0.0394816 0.00818943 -0.0388449 internal_weight=121.157 39.1264 82.0303 30.4061 16.5592 8.72037 internal_count=1296 587 709 433 127 154 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=7 num_cat=0 split_feature=19 10 10 15 13 6 split_gain=2.66848 2.57521 5.09351 3.47014 4.24388 3.79344 threshold=0.077066230500000013 35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 125.38956572919442 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=-0.11043281207978416 0.007364887428635245 -0.076955997589250577 0.079128710763056317 0.099248986552941856 -0.090529144080768065 -0.066989058170509555 leaf_weight=2.0831519514322281 90.857470204122365 3.8292330931872121 8.8894854262471181 3.4339661709964266 5.2500190353021017 7.4221243485808364 leaf_count=12 893 141 61 14 103 72 internal_value=0.00177534 0.0037284 0.00639522 0.00035051 -0.00292985 0.00174964 internal_weight=121.765 119.682 115.853 106.964 103.53 98.2796 internal_count=1296 1284 1143 1082 1068 965 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=7 num_cat=0 split_feature=20 9 9 9 8 0 split_gain=2.608 2.67562 4.16843 3.35153 4.34837 7.03574 threshold=0.85959532825000007 7.848168949681571 7.5630913137471625 6.0449806140825677 4.4954850976912946 0.23259750000000004 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=-0.018784289019056946 -0.1031057482804789 -0.038617233813193652 0.068169210462379212 -0.035951456128262387 0.0056365607156769358 0.088207616195146873 leaf_weight=30.89462479390204 2.3476620633155099 13.588275709655134 10.557718602009116 18.80541549064219 36.924031464383006 14.322057943791149 leaf_count=374 18 337 151 208 157 51 internal_value=0.00131777 0.00327753 0.00838298 0.00213008 0.0108485 0.0287132 internal_weight=127.44 125.092 111.504 100.946 82.1407 51.2461 internal_count=1296 1278 941 790 582 208 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=7 num_cat=0 split_feature=2 4 0 10 6 5 split_gain=8.58235 0.000122291 6.02318e-05 2.6009e-05 9.94735e-06 1.16322e-05 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 84.576699671557861 10692.000000000002 decision_type=8 8 10 8 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075902658923689748 -0.077724879211769349 -0.076355194729985656 -0.075850228047275148 -0.075595708043229251 -0.076177610056263778 -0.075783407735288327 leaf_weight=5.0546052083373096 0.43210137449204644 3.7810132037848243 3.3872614430729273 2.3548161915969112 3.0894599005114287 0.98792489687912155 leaf_count=101 21 147 369 272 318 68 internal_value=-0.0358241 -0.0760687 -0.0760161 -0.0758855 -0.0759769 -0.0760821 internal_weight=19.0872 14.0326 13.6005 9.81946 7.46465 4.07738 internal_count=1296 1195 1174 1027 755 386 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=7 num_cat=0 split_feature=0 0 4 1 0 0 split_gain=2.04405 3.15772 3.50425 3.4302 3.14667 2.01284 threshold=0.0050445000000000012 5.1500000000000012e-05 163.00000000000003 1.0000000180025095e-35 0.030054500000000001 49.498548500000005 decision_type=8 8 10 10 8 10 left_child=1 2 3 -1 -2 -6 right_child=4 -3 -4 -5 5 -7 leaf_value=-0.07533928259042473 0.066691072076161859 -0.082235340244439237 -0.098392986624136217 0.078838163734226419 0.0052690457488727615 -0.085125711103373594 leaf_weight=1.9367073997855202 8.4074152912944538 6.7840904332697383 2.4313448369503021 5.6611533015966415 90.452630227431655 2.5322974175214759 leaf_count=101 128 25 5 59 963 15 internal_value=0.00274962 -0.029543 0.00609994 0.0395381 0.00810451 0.00280729 internal_weight=118.206 16.8133 10.0292 7.59786 101.392 92.9849 internal_count=1296 190 165 160 1106 978 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=7 num_cat=0 split_feature=0 2 5 6 9 2 split_gain=2.67912 2.62848 3.82378 3.05864 2.7629 5.71739 threshold=60.179807500000003 88.000000000000014 81431.500000000015 126.71934576237059 7.9539476544304302 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0025608236721790002 0.089905670614096267 -0.11313583825080037 0.0906083191006328 -0.089172970992647815 0.048500627907354515 -0.086779099662799203 leaf_weight=86.227684847079217 3.3462561927735797 2.0481266975402823 4.586627345532178 3.9336490742862216 10.819404637441037 7.8121742364019147 leaf_count=882 13 19 35 44 99 204 internal_value=0.0016971 -0.000860078 0.00116811 -0.00260262 0.000644944 -0.00486091 internal_weight=118.774 115.428 113.38 108.793 104.859 94.0399 internal_count=1296 1283 1264 1229 1185 1086 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 0 split_gain=2.41937 2.7856 4.02618 2.57276 4.80856 2.36015 threshold=0.15113386645000002 0.71761699185000005 0.60557055170000018 0.57662382435000004 0.31700097185000004 18.636041000000002 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=-0.097702956940029756 0.051207642229240485 0.05568288318739964 -0.10894995355185495 0.0079424088919303523 -0.11466856589159474 -0.037660344992086058 leaf_weight=2.4222172861918807 9.7524177161976677 9.3478101901710016 3.3597445189952841 82.855591158382595 3.6875810008496037 13.150236487388609 leaf_count=27 49 39 22 1002 29 128 internal_value=0.00126181 0.00322421 -0.00112286 0.00218719 -0.00260819 0.00169605 internal_weight=124.576 122.153 112.806 109.446 99.6934 96.0058 internal_count=1296 1269 1230 1208 1159 1130 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=7 num_cat=0 split_feature=1 4 0 10 10 8 split_gain=7.75794 0.00010613 4.70386e-05 2.04822e-05 8.72026e-06 6.97609e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 16.500000000000004 6.5307253970058214 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075814227064703671 -0.077596164837175824 -0.076249807666324942 -0.075822039243382017 -0.075548065228716446 -0.076453206690089023 -0.07606590552111861 leaf_weight=4.5571999251842499 0.39841672405600626 3.4905770886689433 5.0420426165219379 2.1500122766010463 0.27534673176705826 1.5286725650075821 leaf_count=101 21 147 607 272 32 116 internal_value=-0.0363272 -0.0759895 -0.0759382 -0.0758173 -0.0759019 -0.0758788 internal_weight=17.4423 12.8851 12.4867 8.99607 6.84606 6.57072 internal_count=1296 1195 1174 1027 755 723 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=7 num_cat=0 split_feature=15 16 11 13 14 10 split_gain=1.74905 4.32723 2.61862 2.52358 2.19944 1.86805 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 50796.000000000007 4.5000000000000009 30.500000000000004 decision_type=10 10 10 8 10 8 left_child=2 -2 3 -1 5 -4 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.079185136382822735 -0.073278587207162987 0.083622012806434776 0.094181621534696516 0.0045308445884124238 -0.066569481423121524 -0.027345009179311808 leaf_weight=3.7467803992331019 7.6973598804324848 2.2779589109122753 7.2247837334871248 92.428324537351727 1.2982231378555305 1.5333153828978545 leaf_count=128 98 81 188 765 6 30 internal_value=0.00258691 -0.0374488 0.00634634 0.00126945 0.0548999 0.0729055 internal_weight=116.207 9.97532 106.231 96.1751 10.0563 8.7581 internal_count=1296 179 1117 893 224 218 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=7 num_cat=0 split_feature=5 4 3 5 8 6 split_gain=2.3495 2.69846 4.70048 4.34386 2.5 6.96247 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 222.00000000000003 4.4954850976912946 84.869127631984739 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076774121985827892 0.066509550955747718 -0.052355009593773622 0.19381029860549537 0.06857404089346246 -0.080975963507367854 0.011648840789847218 leaf_weight=3.7125963661819688 6.5224448516964904 14.647829672321675 1.2497742176055897 5.9800814092159262 9.095768151804803 75.291579613927752 leaf_count=217 28 198 2 20 166 665 internal_value=0.00149961 0.00407613 0.000244024 0.0086536 0.0060929 0.00166519 internal_weight=116.5 112.787 106.265 91.6172 90.3674 84.3873 internal_count=1296 1079 1051 853 851 831 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=7 num_cat=0 split_feature=20 4 4 0 3 8 split_gain=2.42261 2.30927 7.23484 3.19263 2.98086 2.60157 threshold=0.85959532825000007 4353.5000000000009 24525.000000000004 15.638415500000002 18.500000000000004 5.2927476730057128 decision_type=10 10 10 10 10 8 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.013881122333994026 -0.101810809806611 -0.082804356665780052 0.093542446524869316 -0.05398310217449416 0.11405768459489621 0.019055549806476897 leaf_weight=39.451197486370802 2.2376821553334585 10.50311425002292 4.8340708240866652 2.1060508396476507 2.6263426151126614 61.158280251547694 leaf_count=424 18 317 30 46 14 447 internal_value=0.00128793 0.00319963 -0.0304533 0.0487743 0.00888579 0.00614035 internal_weight=122.917 120.679 17.4432 6.94012 103.236 100.609 internal_count=1296 1278 393 76 885 871 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=7 num_cat=0 split_feature=1 4 0 10 6 5 split_gain=6.85995 8.83048e-05 3.75253e-05 1.69394e-05 6.33738e-06 7.70159e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 84.576699671557861 9105.5000000000018 decision_type=8 8 10 10 10 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075712256210587345 -0.077428222583577788 -0.076153530942877523 -0.075720525794914062 -0.075491378495071676 -0.076005783938451282 -0.075652206303964242 leaf_weight=3.9940996952354908 0.37271439190953692 3.2175193428993234 2.8637858300935459 1.9285159178543834 2.6074831504374747 0.80661303084343661 leaf_count=101 21 147 369 272 318 68 internal_value=-0.0375614 -0.0759135 -0.0758641 -0.0757506 -0.0758302 -0.0759222 internal_weight=15.7907 11.7966 11.4239 8.2064 6.27788 3.4141 internal_count=1296 1195 1174 1027 755 386 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=7 num_cat=0 split_feature=0 0 4 0 2 6 split_gain=1.75237 2.95252 3.40071 2.74357 2.56207 1.90883 threshold=0.0050445000000000012 5.1500000000000012e-05 163.00000000000003 0.030054500000000001 1.0000000180025095e-35 123.42102626205842 decision_type=8 10 10 8 10 10 left_child=1 2 4 5 -1 -2 right_child=3 -3 -4 -5 -6 -7 leaf_value=-0.07525012065373933 0.085018324190572869 -0.080553096580239958 -0.096517619916907493 0.0024921912274924016 0.075353475219774924 -0.054463329761336721 leaf_weight=1.4311336735263447 6.629540938884019 6.4410286284983149 2.3241819441318512 90.361450548283756 5.3609958291053772 1.1515733003616331 leaf_count=101 118 25 5 978 59 10 internal_value=0.00245576 -0.0287255 0.00789269 0.00739854 0.0436206 0.0643756 internal_weight=113.7 15.5573 9.11631 98.1426 6.79213 7.78111 internal_count=1296 190 165 1106 160 128 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=7 num_cat=0 split_feature=19 3 4 2 6 7 split_gain=2.34393 2.21204 3.62467 3.43125 3.86215 7.68297 threshold=0.077066230500000013 3.5000000000000004 126.00000000000001 6.5000000000000009 84.869127631984739 73.338663815671964 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=-0.10708897288457886 0.029172451813344425 0.062178877425506963 -0.052292543335579401 -0.063707159312785533 0.091873916011268375 -0.0030804221709117437 leaf_weight=1.9534527491778133 8.4390342282131332 11.303674422204493 15.480633905157445 7.7628908250480881 9.9688743613660318 58.676993038505316 leaf_count=12 164 60 272 143 50 595 internal_value=0.00150459 0.00340487 -0.0235511 0.0107559 0.00314856 0.010709 internal_weight=113.586 111.632 23.9197 87.7124 76.4088 68.6459 internal_count=1296 1284 436 848 788 645 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=7 num_cat=0 split_feature=19 19 3 21 19 19 split_gain=2.24173 2.63221 1.99841 2.05377 2.25074 3.78114 threshold=0.05462140120000001 0.14794597680000002 82.000000000000014 0.15113386645000002 0.71761699185000005 0.60557055170000018 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=0.10190406836978282 -0.10990752665922268 -0.095981751164038107 -0.08728317247620225 0.0043157787104936519 0.052242141397424474 -0.10615972773523843 leaf_weight=2.1701333727687597 2.1650834036991 2.0451195714995265 2.4876895053312174 98.919737677555531 9.299984925426541 3.198235089890658 leaf_count=9 15 23 59 1129 39 22 internal_value=0.00118885 -0.000661583 0.0013783 0.00332222 0.00514498 0.000855794 internal_weight=120.286 118.116 115.951 113.463 111.418 102.118 internal_count=1296 1287 1272 1213 1190 1151 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=7 num_cat=0 split_feature=1 4 0 10 10 8 split_gain=6.24707 7.75208e-05 3.12117e-05 1.25437e-05 4.39905e-06 3.78268e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 16.500000000000004 6.5307253970058214 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075649201853845507 -0.077320049742106128 -0.076068841327941172 -0.075695421613144631 -0.075455000407107065 -0.076191311270524073 -0.075892212080141741 leaf_weight=3.6336748357862234 0.34411679999902567 2.9772325367666781 4.2473620502278209 1.7871398858260361 0.22548219840973605 1.2684802400181068 leaf_count=101 21 147 607 272 32 116 internal_value=-0.0378361 -0.0758431 -0.0757948 -0.0756864 -0.0757584 -0.0757407 internal_weight=14.4835 10.8498 10.5057 7.52846 5.74132 5.51584 internal_count=1296 1195 1174 1027 755 723 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=7 num_cat=0 split_feature=0 2 11 15 8 9 split_gain=1.70846 2.3072 2.98978 2.45739 2.53094 2.19343 threshold=49.498548500000005 8.5000000000000018 11.500000000000002 6.5000000000000009 7.5455085648100599 6.0966438103189775 decision_type=10 10 10 8 10 10 left_child=1 2 5 4 -3 -1 right_child=-2 3 -4 -5 -6 -7 leaf_value=-0.0079983682100050885 -0.083945968141950517 0.0464351134034241 -0.098076099081907411 -0.055311717346891588 -0.045641409922559557 0.041283947270793986 leaf_weight=63.32904720492661 2.2397316023707381 25.890792867168788 3.3128749355673781 3.2918690722435704 3.3743353094905606 10.533227656036614 leaf_count=562 15 453 14 85 36 131 internal_value=0.00251445 0.00427918 -0.00513883 0.0266042 0.0358185 -0.000970398 internal_weight=111.972 109.732 77.1751 32.557 29.2651 73.8623 internal_count=1296 1281 707 574 489 693 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=2.24471 2.27137 2.94788 3.06991 3.03876 4.28774 threshold=60.179807500000003 66049.000000000015 81431.500000000015 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=0.0096654398526545404 0.087588426419887885 -0.10855211662835829 0.086887370241751902 -0.054965832544881826 0.055685971616654707 -0.044118289525725156 leaf_weight=63.444119860418141 2.9348696991801253 1.9301549158990372 3.8436239622533312 9.9953860854729992 9.9134768634103221 19.341481737792492 leaf_count=502 13 19 35 122 164 441 internal_value=0.00129296 -0.00104197 0.000905793 -0.0023123 0.00336512 -0.00290024 internal_weight=111.403 108.468 106.538 102.694 92.6991 82.7856 internal_count=1296 1283 1264 1229 1107 943 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=7 num_cat=0 split_feature=20 0 7 7 7 16 split_gain=2.14592 2.05619 3.53776 2.99836 3.04791 3.31674 threshold=0.85959532825000007 18.636041000000002 81.110076008662205 76.317822447666359 74.14298080054165 1.0000000180025095e-35 decision_type=10 10 10 10 10 8 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.0072731868347987172 -0.099406954704230804 -0.059980578827306764 0.080837937050479924 -0.037659087273710666 0.13337954055738785 0.018145970945924312 leaf_weight=80.722537441179156 2.0896713081747285 10.291900019161401 2.1581685543060294 12.91513347905129 4.2024191394448254 6.1576983528211722 leaf_count=697 18 120 8 297 9 147 internal_value=0.00103269 0.00283509 -0.0355703 0.00743277 0.0138266 0.0648887 internal_weight=118.538 116.448 12.4501 103.998 91.0827 10.3601 internal_count=1296 1278 128 1150 853 156 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=7 num_cat=0 split_feature=1 4 0 10 11 0 split_gain=5.78175 6.19538e-05 2.44989e-05 9.5323e-06 3.97387e-06 4.50948e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 10.500000000000002 3.6336500000000007 decision_type=8 8 10 10 8 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075602416483155008 -0.077148029232463042 -0.075987139683728736 -0.07555257283931871 -0.075425289765617631 -0.075906273033000154 -0.07575440609355226 leaf_weight=3.3742914237082005 0.32048681890591701 2.7536247191019356 2.0108498852932826 1.6566642684629185 0.79530041385442007 2.4627309637144208 leaf_count=101 21 147 503 272 53 199 internal_value=-0.0375858 -0.0757801 -0.0757348 -0.0756345 -0.0757003 -0.0756637 internal_weight=13.3739 9.99966 9.67917 6.92555 5.26888 4.47358 internal_count=1296 1195 1174 1027 755 702 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=7 num_cat=0 split_feature=0 2 10 7 0 0 split_gain=1.48849 1.88333 3.54657 3.45466 3.80731 3.45176 threshold=49.498548500000005 8.5000000000000018 30.500000000000004 74.604207371536532 2.2097285000000002 18.636041000000002 decision_type=10 10 10 10 8 8 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.0043430632238568943 -0.082928571722269223 0.084830534298508883 -0.037486511397962809 0.081740553196646235 -0.08466395042175319 0.044844908132276998 leaf_weight=76.532864846289158 2.0000097993761292 4.1701845675706908 7.1102654123678795 11.781189465895293 5.0403757859021416 3.4780864864587793 leaf_count=707 15 93 154 258 38 31 internal_value=0.00255385 0.00413521 0.0246819 0.0427464 0.00654091 -0.0317855 internal_weight=110.113 108.113 31.5801 24.4698 12.6886 8.51846 internal_count=1296 1281 574 420 162 69 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=7 num_cat=0 split_feature=19 19 21 21 19 10 split_gain=2.21297 7.33834 3.09653 5.24969 3.74005 2.06449 threshold=0.40827487255000006 0.49428016580000006 0.74203080305000013 0.53514027195000013 0.62016148010000005 35.000000000000007 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=-0.038837708787050007 0.13883500820749753 -0.12741984842165174 -0.12178869548654225 0.12572547637403325 0.0049102566784919137 -0.076662489233970038 leaf_weight=12.339658062905071 3.9950317796319723 2.2988331746309996 2.0279091121628872 3.3649748014286152 82.288344463333488 3.2241390994749954 leaf_count=69 15 12 25 20 1014 141 internal_value=0.00105408 0.00611843 0.000429767 0.0031481 -0.00154912 0.00183466 internal_weight=109.539 97.1992 93.2042 91.1763 87.8113 85.5125 internal_count=1296 1227 1212 1187 1167 1155 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 9 split_gain=1.98109 2.16854 3.26473 2.33384 4.30755 1.96159 threshold=0.15113386645000002 0.71761699185000005 0.60557055170000018 0.57662382435000004 0.31700097185000004 7.848168949681571 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=-0.094607183102581482 0.048666084072438082 0.049113110869234776 -0.10348444332817636 0.0067296995014248275 -0.11192454389339193 -0.037602834670521175 leaf_weight=2.1320270034484565 9.5692109838128072 9.2477497244253737 3.0417677359655491 78.067395901307464 3.5064352527260771 11.443787836935369 leaf_count=27 49 39 22 793 29 337 internal_value=0.000905885 0.00267854 -0.00138679 0.00164047 -0.0031973 0.00106189 internal_weight=117.008 114.876 105.629 102.587 93.0176 89.5112 internal_count=1296 1269 1230 1208 1159 1130 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=7 num_cat=0 split_feature=1 4 0 10 11 0 split_gain=5.34587 4.92359e-05 1.96742e-05 7.17279e-06 2.63372e-06 3.61533e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 10.500000000000002 3.6336500000000007 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075561905073653235 -0.076986938453373122 -0.075915150099817919 -0.075510721912133594 -0.075398506770944493 -0.075821663655180227 -0.075699401668487487 leaf_weight=3.1280810795724392 0.2979360977187725 2.5458445753902197 1.8346131329308262 1.5418238248676059 0.72689234418794502 2.2746786214411259 leaf_count=101 21 147 503 272 53 199 internal_value=-0.0374038 -0.0757224 -0.0756801 -0.0755863 -0.0756462 -0.0756152 internal_weight=12.3499 9.22179 8.92385 6.37801 4.83618 4.10929 internal_count=1296 1195 1174 1027 755 702 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=7 num_cat=0 split_feature=15 16 9 7 6 5 split_gain=1.4679 3.66401 2.20313 3.36868 3.29501 3.289 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 76.179491188569415 84.310810862122921 307.00000000000006 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0051454579168238989 -0.071757361789472243 0.082612993022507797 0.010010858983626886 0.087498029688824919 0.010084506370733909 -0.10462752937795908 leaf_weight=57.621991474181414 6.7666906928643566 1.9896441400051115 24.50194946676493 7.2767051281407467 4.3142768591642362 5.9418174512684345 leaf_count=599 98 81 266 199 29 24 internal_value=0.00257455 -0.0366808 0.00602372 0.0277539 -0.00414978 -0.0563733 internal_weight=108.413 8.75633 99.6567 31.7787 67.8781 10.2561 internal_count=1296 179 1117 465 652 53 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=7 num_cat=0 split_feature=5 4 3 5 19 19 split_gain=1.94913 2.0289 3.69804 3.24059 2.14731 6.09581 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 222.00000000000003 0.40827487255000006 0.49428016580000006 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=-0.076881878896695316 0.058199971115268402 -0.048491461562478043 0.16375350452072579 -0.034279784275576666 0.13490586547022895 0.0047310239689269179 leaf_weight=3.1223026048392049 6.3243726119399062 13.671384681016205 1.3077822923660267 11.869621530175207 3.7992064356803894 67.691652667243034 leaf_count=217 28 198 2 33 6 812 internal_value=0.000975414 0.00329803 -0.0002328 0.00755953 0.00510911 0.0116488 internal_weight=107.786 104.664 98.3396 84.6683 83.3605 71.4909 internal_count=1296 1079 1051 853 851 818 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=7 num_cat=0 split_feature=20 5 2 4 8 8 split_gain=1.99638 1.85895 3.58473 2.76977 2.85968 3.22493 threshold=0.85959532825000007 4795.5000000000009 18.500000000000004 2341.0000000000005 5.2927476730057128 4.939271738043824 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0012380817086163822 -0.098410747036721716 -0.035242277883498069 0.11685463762360347 -0.051687921701723961 0.023553833154417027 -0.088811282012753789 leaf_weight=32.591779812704772 1.9982924605719734 11.749989431351421 2.8743279087357214 8.3094913498498482 53.120375246740878 4.8280434124171725 leaf_count=385 18 239 56 235 328 35 internal_value=0.000672722 0.0024176 0.00676763 0.00356655 0.00863763 -0.0125371 internal_weight=115.472 113.474 101.724 98.8497 90.5402 37.4198 internal_count=1296 1278 1039 983 748 420 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=7 num_cat=0 split_feature=1 4 0 10 11 0 split_gain=4.85741 3.98946e-05 1.53129e-05 5.4818e-06 2.04839e-06 2.98639e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 10.500000000000002 3.6336500000000007 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075508686564815394 -0.07684983133239276 -0.075846812404743044 -0.07547121282750488 -0.075373250377376633 -0.075759839737553555 -0.075649844016765388 leaf_weight=2.8336566351354122 0.27747395727783164 2.3441414660774171 1.6849325043731371 1.4177947043208403 0.67226562998257566 2.1053077334072441 leaf_count=101 21 147 503 272 53 199 internal_value=-0.0378788 -0.0756705 -0.0756307 -0.0755445 -0.075599 -0.0755704 internal_weight=11.3356 8.50192 8.22444 5.8803 4.46251 3.79024 internal_count=1296 1195 1174 1027 755 702 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=7 num_cat=0 split_feature=0 0 4 0 4 6 split_gain=1.36638 2.84087 3.30935 2.38103 1.80636 1.77649 threshold=0.0050445000000000012 5.1500000000000012e-05 163.00000000000003 0.030054500000000001 1.0000000180025095e-35 123.69567658647543 decision_type=8 10 10 8 10 10 left_child=1 2 4 5 -1 -2 right_child=3 -3 -4 -5 -6 -7 leaf_value=-0.075170487749064055 0.084175305024815683 -0.078940614655131386 -0.094215499305391956 0.0023467353148706824 0.073179043078062417 -0.057551861171964383 leaf_weight=0.97756087873130848 5.9422679292038074 5.9669039957225314 2.1781916916370392 85.608630013652146 5.1181524768471718 1.0390664581209419 leaf_count=101 119 25 5 978 59 9 internal_value=0.00249086 -0.0263463 0.0115832 0.00692616 0.0493884 0.0630814 internal_weight=106.831 14.2408 8.27391 92.59 6.09571 6.98133 internal_count=1296 190 165 1106 160 128 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=7 num_cat=0 split_feature=10 10 15 13 6 3 split_gain=1.87473 3.94639 2.62407 2.82825 2.99561 2.51489 threshold=35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 125.38956572919442 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0056673875703131338 -0.076597908319230329 0.076663781282541824 0.093830534809158067 -0.085307256546904423 -0.06810135182355187 0.03555670058507323 leaf_weight=63.764759413897991 3.0319498297758392 6.8249723352491847 2.7733307592570773 4.1762889977544537 6.2105694003403178 19.270808594301343 leaf_count=684 141 61 14 103 72 221 internal_value=0.000903524 0.00318443 -0.00202884 -0.00487452 -0.00111065 0.00389986 internal_weight=106.053 103.021 96.1958 93.4224 89.2461 83.0356 internal_count=1296 1155 1094 1080 977 905 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=7 num_cat=0 split_feature=20 0 7 4 4 7 split_gain=1.83199 1.73472 3.89493 2.87034 6.41273 2.64996 threshold=0.85959532825000007 18.636041000000002 81.236504549267366 24525.000000000004 4353.5000000000009 76.473063496013751 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.017440861417447922 -0.096682092276927131 -0.059441845691788668 0.09701437199517797 0.085005633098743441 -0.080994751447811209 -0.035092954602499733 leaf_weight=76.457193129230291 1.9037168812938023 9.8359266240149719 1.8982377052307118 4.4511098545044652 8.3273164380807412 10.981064591556786 leaf_count=576 18 121 7 34 307 233 internal_value=0.000592485 0.00224663 -0.0341319 0.00650612 0.00285752 0.0108433 internal_weight=113.855 111.951 11.7342 100.217 95.7656 87.4383 internal_count=1296 1278 128 1150 1116 809 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=7 num_cat=0 split_feature=2 4 0 10 0 8 split_gain=4.41269 3.45239e-05 1.23147e-05 4.50309e-06 1.61522e-06 2.42548e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 3.6336500000000007 7.3352983901173188 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075461974528430176 -0.076764224117022245 -0.075784038606901735 -0.075484908799044667 -0.075337902195596385 -0.075566600113192869 -0.075858888137655234 leaf_weight=2.5713588017970315 0.25578786851838309 2.1678572823293507 1.8837847377872092 1.2793728355318306 1.867264354368672 0.33481378853321064 leaf_count=101 21 147 528 272 197 30 internal_value=-0.0381235 -0.0756217 -0.0755829 -0.0755016 -0.0755529 -0.075611 internal_weight=10.3602 7.78888 7.53309 5.36524 4.08586 2.20208 internal_count=1296 1195 1174 1027 755 227 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=7 num_cat=0 split_feature=0 2 15 16 9 8 split_gain=1.35835 1.67182 1.20953 3.12709 1.57538 3.2238 threshold=49.498548500000005 78.000000000000014 4.5000000000000009 2.0000000000000004 6.0966438103189775 6.4932345590107117 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=-0.0032185830316512191 -0.082674661659531315 0.08967564916075145 -0.069905503896080259 0.081523117309305962 0.062469175810054435 -0.0064150605712028274 leaf_weight=65.709183068946004 1.8450766587629903 2.2228699158877125 6.0529706487432113 1.7603102698922155 12.606702333316209 14.73518349137157 leaf_count=648 15 24 89 81 229 210 internal_value=0.0023699 0.00389204 0.00200153 -0.0357891 0.00517471 0.0253458 internal_weight=104.932 103.087 100.864 7.81328 93.0511 27.3419 internal_count=1296 1281 1257 170 1087 439 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=1.7313 2.02098 2.57169 5.69315 2.66006 4.66532 threshold=0.077066230500000013 0.13648003990000004 0.40827487255000006 0.49428016580000006 0.74203080305000013 0.53514027195000013 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.10013517704436981 0.094814221862616704 -0.054283860506828846 0.12422774549636043 -0.0022640701566030755 -0.11760551883678474 0.1201185519089961 leaf_weight=1.6745367581024764 2.3116037924773991 7.9617195250466466 3.835260926745832 82.804401200264692 1.8895574770867813 3.2366401962935916 leaf_count=12 9 48 15 1167 25 20 internal_value=0.000721496 0.00237663 0.000233999 0.00496404 -0.000237879 0.00233965 internal_weight=103.714 102.039 99.7276 91.7659 87.9306 86.041 internal_count=1296 1284 1275 1227 1212 1187 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 5 split_gain=1.88289 4.02763 2.45067 2.53338 2.11638 1.43508 threshold=0.22032349530000003 0.51750115670000008 0.31700097185000004 0.76784945660000015 0.22459667505000003 4795.5000000000009 decision_type=8 8 10 8 10 8 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=-0.048157770824241192 0.060254877801111918 0.0057778796092114214 -0.10277882190474526 0.026853620399864078 0.11653504159904485 -0.028119238621696852 leaf_weight=7.3838352465536445 11.377218765672295 69.149465950904414 4.6069564493373036 2.2408276284113517 1.578206218779086 15.242721212329341 leaf_count=42 54 882 48 17 4 249 internal_value=0.000640447 0.00409855 -0.00278484 -0.0603587 0.00180108 -0.000344539 internal_weight=111.579 104.195 92.8182 6.84778 85.9704 84.3922 internal_count=1296 1254 1200 65 1135 1131 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=7 num_cat=0 split_feature=1 4 0 10 8 5 split_gain=4.09254 2.74489e-05 9.48074e-06 3.48616e-06 1.37003e-06 2.73474e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 6.5074855779350136 16929.000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075432474876835992 -0.076632793188393583 -0.075723880402766994 -0.075478390977532686 -0.075316439497332438 -0.075698507582147967 -0.075254647008546616 leaf_weight=2.3904245402663946 0.23768813908100117 1.9987003998830912 2.8436492739710961 1.1868222821503875 0.76489301095716644 0.16958661214448512 leaf_count=101 21 147 615 272 117 23 internal_value=-0.0379423 -0.075576 -0.07554 -0.0754659 -0.0755129 -0.075618 internal_weight=9.59176 7.20134 6.96365 4.96495 3.77813 0.93448 internal_count=1296 1195 1174 1027 755 140 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=7 num_cat=0 split_feature=15 16 11 14 10 0 split_gain=1.26073 2.86869 1.58123 1.74897 1.46683 1.36354 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 4.5000000000000009 30.500000000000004 0.0050445000000000012 decision_type=10 10 10 10 10 8 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.028227925202610596 -0.068648362618346587 0.08095519238305926 0.090116447515003292 -0.062713099414639178 -0.030033163853152196 0.0067364855371365639 leaf_weight=13.097482828423379 6.01871608570218 1.6285513304173944 5.5024464484304181 1.2082000970840452 1.2462271153926847 75.150760386139154 leaf_count=186 98 81 188 6 30 707 internal_value=0.00229041 -0.036789 0.0053968 0.0480921 0.0679293 0.0015472 internal_weight=103.852 7.64727 96.2051 7.95687 6.74867 88.2482 internal_count=1296 179 1117 224 218 893 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=7 num_cat=0 split_feature=10 10 15 7 9 9 split_gain=1.70633 3.48954 2.32451 2.63754 3.89452 3.45742 threshold=35.000000000000007 30.500000000000004 6.5000000000000009 73.883603989971604 7.9102388992724508 6.0090219514946908 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.0017080659382979705 -0.076485194965560041 0.075316076307792426 0.092447339228625594 0.042302183776476154 0.091883979288742604 -0.056742458389560338 leaf_weight=65.119450842496008 2.7909623160958281 6.2205620035529128 2.5334431733936063 4.4757748544216183 4.7718722671270362 16.581592407543212 leaf_count=693 141 61 14 14 26 347 internal_value=0.000633562 0.00279234 -0.0020336 -0.00466543 0.00468199 -0.0356904 internal_weight=102.494 99.7027 93.4821 90.9487 69.8913 21.0574 internal_count=1296 1155 1094 1080 719 361 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=7 num_cat=0 split_feature=21 0 5 3 0 7 split_gain=1.68564 1.58916 5.19248 5.35915 2.25416 3.38941 threshold=0.15113386645000002 0.10875250000000002 161.00000000000003 1.5000000000000002 18.636041000000002 81.236504549267366 decision_type=8 8 8 8 10 10 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.092733825274743595 -0.017866000657217784 0.016193530213233547 -0.088341700525293942 0.10777838402305975 -0.057403865176394155 0.08785602357113538 leaf_weight=1.9035722096450625 16.614985512569554 68.786361796315759 7.6838337497320017 4.2664968073368064 9.2536371843889338 1.9437309205532063 leaf_count=27 270 669 189 13 121 7 internal_value=0.000553471 0.0021894 -0.0180572 0.00780561 0.00942027 -0.0321885 internal_weight=110.453 108.549 28.5653 20.8815 79.9837 11.1974 internal_count=1296 1269 472 283 797 128 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=7 num_cat=0 split_feature=1 4 0 10 11 0 split_gain=3.72975 2.38358e-05 7.59165e-06 2.81938e-06 1.22051e-06 1.40751e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 10.500000000000002 3.6336500000000007 decision_type=8 8 10 10 8 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075394120296902511 -0.076544758764496026 -0.075669886431800018 -0.075370401138861731 -0.075286596644232665 -0.075613267502208911 -0.07550978851693968 leaf_weight=2.178098133765161 0.22575474018231023 1.8487615443300454 1.3030977852758958 1.0593045051791703 0.5263157101580872 1.6314188404940067 leaf_count=101 21 147 503 272 53 199 internal_value=-0.0380623 -0.075535 -0.0754992 -0.0754293 -0.075473 -0.0754479 internal_weight=8.77275 6.59465 6.3689 4.52014 3.46083 2.93452 internal_count=1296 1195 1174 1027 755 702 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=7 num_cat=0 split_feature=0 2 0 2 5 6 split_gain=1.2938 1.35108 1.08885 2.53288 4.7508 4.05562 threshold=49.498548500000005 78.000000000000014 4.6811795000000016 3.5000000000000004 141.50000000000003 84.576699671557861 decision_type=10 10 8 10 8 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.0080383985660045353 -0.082607577374009811 0.082375003421447685 -0.011161653060111739 0.086847254754283634 -0.098467478987973034 0.0067237721614755363 leaf_weight=23.29615007899702 1.7787189465016116 2.1220814883708945 39.288817855529487 8.9759364444762486 5.1060878038406363 21.329169031232595 leaf_count=316 15 24 341 156 18 426 internal_value=0.00193108 0.003433 0.00172354 0.0103467 -0.011109 0.0304552 internal_weight=101.897 100.118 97.9962 58.7073 28.4022 30.3051 internal_count=1296 1281 1257 916 334 582 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=7 num_cat=0 split_feature=5 0 0 2 5 6 split_gain=1.63618 2.2729 1.65068 1.66949 2.2629 2.22534 threshold=59.000000000000007 0.00078450000000000015 60.179807500000003 78.000000000000014 81431.500000000015 126.71934576237059 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=-0.076943137962622143 0.078082387257060196 -7.638951867308185e-05 0.084366408468747073 -0.094782019084433788 0.0850508258212367 -0.084784608025312347 leaf_weight=2.6328289583325377 3.8664293289184561 83.234533440088853 2.2548982482403508 1.9087903648614872 3.0042885039001694 3.2213340066373339 leaf_count=217 9 955 13 24 34 44 internal_value=0.000845759 0.00294653 -0.000156391 -0.00224233 -0.000267835 -0.00323261 internal_weight=100.123 97.4903 93.6238 91.3689 89.4602 86.4559 internal_count=1296 1079 1070 1057 1033 999 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 19 split_gain=1.60817 1.5457 2.1517 3.00609 2.31192 3.24436 threshold=0.85959532825000007 0.15113386645000002 0.71761699185000005 0.60557055170000018 0.57662382435000004 0.31700097185000004 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=-0.091574094441691289 -0.0949077768972868 0.052065054123895331 0.052192934686598129 -0.1024544283764066 0.0011920340512670251 -0.10452642418084579 leaf_weight=1.735017519444227 1.7389073446393002 8.528773451689629 8.3806375758722407 2.8148708324879399 82.097142264945433 3.0092764659784725 leaf_count=23 18 43 35 22 1129 26 internal_value=0.000484378 0.00204096 0.00359035 -0.000632776 0.0024282 -0.00254606 internal_weight=108.305 106.566 104.831 96.4501 93.6352 85.1064 internal_count=1296 1278 1255 1220 1198 1155 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=7 num_cat=0 split_feature=4 4 0 10 11 0 split_gain=3.40462 1.91253e-05 6.1305e-06 2.21779e-06 1.00757e-06 1.2026e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 10.500000000000002 3.6336500000000007 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075361252665669745 -0.076435436808352394 -0.07562291159125839 -0.075339103683280978 -0.075266242943856199 -0.075570758213592798 -0.075473745618493432 leaf_weight=1.9847358521074046 0.20965483086183745 1.7080278722569344 1.1853083893656737 0.97857314371503878 0.48706056224182237 1.5065269325859842 leaf_count=101 21 147 503 272 53 199 internal_value=-0.0383483 -0.075497 -0.0754634 -0.0753979 -0.0754384 -0.0754145 internal_weight=8.05989 6.07515 5.8655 4.15747 3.1789 2.69184 internal_count=1296 1195 1174 1027 755 702 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=7 num_cat=0 split_feature=15 16 9 9 4 9 split_gain=1.12258 2.58355 1.50207 2.57367 3.41783 3.54824 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 5.6936226724332188 538.50000000000011 5.4680160157886286 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=0.004722528969312475 -0.067124369309826709 0.080535691736560097 0.023785955754700924 -0.045277303135556946 0.093185207819661553 -0.11770426431764605 leaf_weight=45.802793513052166 5.680978466756641 1.4972080867737529 28.614919274114072 12.116255400702356 4.1290297955274573 2.4963613599538794 leaf_count=457 98 81 465 125 64 6 internal_value=0.00177925 -0.0363258 0.00471535 -0.00373935 0.00586015 -0.00160515 internal_weight=100.338 7.17819 93.1594 64.5444 52.4282 48.2992 internal_count=1296 179 1117 652 527 463 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=7 num_cat=0 split_feature=19 7 7 8 4 4 split_gain=1.55589 1.74064 2.20134 2.44039 2.05029 4.33288 threshold=0.077066230500000013 83.238385987938244 78.999015316736262 5.2927476730057128 5872.0000000000009 7277.5000000000009 decision_type=8 10 10 10 8 8 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.098434412335077423 -0.017677661731297249 -0.10407598685224467 0.086681569898768809 -0.051634835677504071 0.10655374314768654 0.003701566371835394 leaf_weight=1.5570688480511305 38.557343615218997 1.5133800283074368 5.8003301415592423 1.6351994522847233 4.5080425078049293 44.801502229645848 leaf_count=12 743 14 18 118 51 340 internal_value=0.000733471 0.00232837 0.00401804 0.0562634 -0.0004031 0.0131047 internal_weight=98.3729 96.8158 95.3024 7.43553 87.8669 49.3095 internal_count=1296 1284 1270 136 1134 391 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=7 num_cat=0 split_feature=21 21 21 21 9 9 split_gain=1.59132 3.03023 1.94026 1.60962 1.52802 2.96185 threshold=0.22032349530000003 0.51750115670000008 0.79349517030000005 0.84886686975000003 7.848168949681571 7.5630913137471625 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=-0.045543679747841896 0.052904915643258492 -0.057292885502152162 0.086395753164844047 -0.0024459999274623907 -0.031940491957698811 0.061557771235634121 leaf_weight=7.0009610990528017 11.152860309928654 6.0029911177698523 2.1788418283686042 59.293763262452558 13.116759398719294 8.2343260589987022 leaf_count=42 54 54 6 640 349 151 internal_value=0.000545932 0.00377331 -0.00239554 0.00158338 -0.000708062 0.00535857 internal_weight=106.981 99.9795 88.8267 82.8237 80.6448 67.5281 internal_count=1296 1254 1200 1146 1140 791 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=7 num_cat=0 split_feature=1 4 0 10 8 3 split_gain=3.1401 1.52897e-05 4.76663e-06 1.77536e-06 7.90597e-07 1.4107e-06 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 6.5307253970058214 29.000000000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075334043300419193 -0.076331361972577005 -0.07557543074630288 -0.075376898273320156 -0.07524529177094158 -0.075569829869952698 -0.075225560681470294 leaf_weight=1.8327187867835164 0.19460127083584655 1.5777912905905394 2.2199305443791681 0.89154940022854123 0.56740939739393059 0.1506204092875123 leaf_count=101 21 147 615 272 105 35 internal_value=-0.0382879 -0.0754605 -0.0754292 -0.0753689 -0.0754064 -0.0754976 internal_weight=7.43462 5.6019 5.4073 3.82951 2.93796 0.71803 internal_count=1296 1195 1174 1027 755 140 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=7 num_cat=0 split_feature=0 6 0 0 4 0 split_gain=1.13958 1.14729 1.00678 2.8167 3.74356 1.79033 threshold=49.498548500000005 128.71147821476768 0.0050445000000000012 3.5000000000000004e-05 163.00000000000003 4.6811795000000016 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=0.070307935875742716 -0.081899959340395498 0.09113259381056163 0.020081607293485911 -0.072278786008500753 -0.092198501148373913 -0.009297241347807501 leaf_weight=4.6680134898051602 1.6017758827656496 1.4595044851303089 42.811519567389041 6.2711196579039097 2.0357856154441833 40.238493141718209 leaf_count=155 15 13 717 30 5 361 internal_value=0.00176284 0.00313751 0.00180006 -0.0241055 0.0209586 0.00584729 internal_weight=99.0862 97.4844 96.0249 12.9749 6.7038 83.05 internal_count=1296 1281 1268 190 160 1078 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=7 num_cat=0 split_feature=10 10 15 7 9 0 split_gain=1.4915 2.98275 1.86252 2.37497 3.46202 2.83348 threshold=35.000000000000007 30.500000000000004 6.5000000000000009 73.883603989971604 7.9102388992724508 19.409948500000002 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=-0.0082631591677485763 -0.076347526767782239 0.074060939342072696 0.089104301602551908 -0.034906089125527888 0.090420671073225364 0.062234117205170275 leaf_weight=56.645853659138083 2.4491021467838427 5.5147354472428551 2.2015964165329924 19.357649771729484 4.4165345542132846 6.3393713086843482 leaf_count=661 141 61 14 361 26 32 internal_value=0.000698613 0.00269589 -0.00172807 -0.00403302 0.00483366 -0.00116771 internal_weight=96.9248 94.4757 88.961 86.7594 67.4018 62.9852 internal_count=1296 1155 1094 1080 719 693 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=7 num_cat=0 split_feature=20 0 7 0 4 4 split_gain=1.43773 1.31989 2.91618 2.64721 2.40044 4.72366 threshold=0.85959532825000007 18.636041000000002 81.236504549267366 10.015603000000002 24525.000000000004 4353.5000000000009 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=0.0051564579541700378 -0.092843878221948464 -0.0561443656847367 0.078481562824072634 0.070240870632592253 0.095217022242776506 -0.083685172002977759 leaf_weight=78.185426903888583 1.6281209811568249 8.7453328715637308 1.971777319908141 5.946173917502164 2.6382741518318644 6.4808235710952422 leaf_count=788 18 121 7 39 20 303 internal_value=0.0004003 0.00186049 -0.0313753 0.00568022 0.00128309 -0.00164397 internal_weight=105.596 103.968 10.7171 93.2507 87.3045 84.6663 internal_count=1296 1278 128 1150 1111 1091 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=7 num_cat=0 split_feature=2 4 0 2 4 14 split_gain=2.94889 1.35642e-05 4.03375e-06 9.93873e-07 1.11929e-06 6.61191e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 6.5000000000000009 2133.0000000000005 4.5000000000000009 decision_type=8 8 10 10 10 8 left_child=-1 -2 -3 4 -4 -5 right_child=1 2 3 5 -6 -7 leaf_value=0.07531637229973269 -0.07627608630804146 -0.075536083048373601 -0.075373180841113885 -0.075288105128403671 -0.075656581069551185 -0.075614021945986362 leaf_weight=1.7382639171555636 0.18203282658942033 1.467622665222734 1.1130387977464127 2.134022532118252 0.15930716157890845 0.064116499386727699 leaf_count=101 21 147 293 709 15 10 internal_value=-0.0372221 -0.0754283 -0.0753971 -0.0753383 -0.0754087 -0.0752976 internal_weight=6.8584 5.12014 4.93811 3.47048 1.27235 2.19814 internal_count=1296 1195 1174 1027 308 719 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=7 num_cat=0 split_feature=15 16 9 7 6 5 split_gain=1.01953 2.29028 1.37307 2.79567 2.251 2.863 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 76.179491188569415 84.310810862122921 307.00000000000006 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0042757672272517797 -0.065505983171717228 0.080048285371492903 0.0065409444989849063 0.084340559184591726 0.01648334459799234 -0.095432815336576243 leaf_weight=53.431622981559485 5.3282155045308164 1.3561842571943996 21.690332887694243 5.8684729919768861 3.9196377247571927 5.4836503826081753 leaf_count=599 98 81 266 199 29 24 internal_value=0.00171105 -0.0359748 0.00449783 0.0231079 -0.00366437 -0.048782 internal_weight=97.0781 6.6844 90.3937 27.5588 62.8349 9.40329 internal_count=1296 179 1117 465 652 53 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=7 num_cat=0 split_feature=5 0 0 4 5 6 split_gain=1.35914 2.01162 1.37258 1.34038 1.88367 2.12317 threshold=59.000000000000007 0.00078450000000000015 60.179807500000003 56582.000000000007 81431.500000000015 125.38956572919442 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=-0.076893943526588848 0.074503843383637289 0.00069025604497114105 0.082777409928802378 -0.080526368175839177 0.083028082849595897 -0.068341728382126321 leaf_weight=2.2217323994263998 3.6995622515678397 77.443099969765171 1.9245136324316252 2.1528357882052651 2.6089347358793011 4.7273304127156726 leaf_count=217 9 920 13 30 35 72 internal_value=0.000398157 0.00225349 -0.000754668 -0.00260391 -0.000625194 -0.00328121 internal_weight=94.778 92.5563 88.8567 86.9322 84.7794 82.1704 internal_count=1296 1079 1070 1057 1027 992 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 9 split_gain=1.39884 2.53963 1.83115 1.93125 1.70939 1.16832 threshold=0.22032349530000003 0.51750115670000008 0.31700097185000004 0.76784945660000015 0.22459667505000003 7.848168949681571 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=-0.042972208763615516 0.048713490672891525 0.005097506161668046 -0.097389640015488915 0.02111023905760015 0.10448743553222826 -0.028150692558763363 leaf_weight=6.9079448806587607 11.053728046827016 65.179158379789442 3.8841778894420704 2.1292396709322929 1.5887522548437107 12.614251047372816 leaf_count=42 54 784 48 17 4 347 internal_value=0.000497711 0.00361114 -0.00222698 -0.055431 0.00180338 -0.000293711 internal_weight=103.357 96.4493 85.3956 6.01342 79.3822 77.7934 internal_count=1296 1254 1200 65 1135 1131 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=7 num_cat=0 split_feature=1 4 0 10 11 0 split_gain=2.69297 1.08528e-05 3.11059e-06 1.13809e-06 6.13289e-07 6.22616e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 10.500000000000002 3.6336500000000007 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075289832026258274 -0.076185111419488083 -0.075496303824726357 -0.075264656348260586 -0.075206107729683655 -0.075463868409205187 -0.075374897013331943 leaf_weight=1.5837433254346251 0.16909043700434256 1.3535102410241959 0.91283631560509215 0.73352511023404066 0.38535825978033234 1.167626427253708 leaf_count=101 21 147 503 272 53 199 internal_value=-0.0375514 -0.0753984 -0.0753692 -0.0753155 -0.075348 -0.0753265 internal_weight=6.30569 4.72195 4.55286 3.19935 2.46582 2.08046 internal_count=1296 1195 1174 1027 755 702 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=7 num_cat=0 split_feature=15 16 3 3 9 0 split_gain=0.924119 2.07368 1.15888 1.87149 1.81011 1.22187 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 7.9670524813829227 8.0202915000000008 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0087668746068696925 -0.06364428155080272 0.079659810601404979 0.085105780352894456 -0.009035845310505072 -0.076218378338304027 -0.02611982457818194 leaf_weight=66.311321400105953 5.0914387120865277 1.2595858536660669 4.3574461103416962 4.0972117921337485 2.9572153948247424 11.830461576581 leaf_count=878 98 81 65 63 28 83 internal_value=0.00163766 -0.0352231 0.00425177 0.0394838 0.00057879 0.00348512 internal_weight=95.9047 6.35102 89.5537 8.45466 81.099 78.1418 internal_count=1296 179 1117 128 989 961 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=1.33128 1.64141 1.95775 4.79969 2.36839 3.82689 threshold=0.077066230500000013 0.13648003990000004 0.40827487255000006 0.49428016580000006 0.74203080305000013 0.53514027195000013 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.095940727998314712 0.085896064016054541 -0.049002916316547768 0.1182164202123796 -0.0028048867696871295 -0.11696921806695107 0.11391884118114731 leaf_weight=1.4151358834933487 2.2635220717638731 7.5660033980384469 3.5307206464931369 73.919019962660968 1.7215087076183397 2.9197933054529122 leaf_count=12 9 48 15 1167 25 20 internal_value=0.000312987 0.00179483 -0.000328425 0.00415771 -0.000968409 0.00163049 internal_weight=93.3357 91.9206 89.657 82.091 78.5603 76.8388 internal_count=1296 1284 1275 1227 1212 1187 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=7 num_cat=0 split_feature=20 19 19 20 21 21 split_gain=1.22798 2.70583 2.83367 1.21513 2.84465 2.95117 threshold=0.79922031560000006 0.71761699185000005 0.60557055170000018 0.14629638740000003 0.22032349530000003 0.51750115670000008 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=0.091456266370748551 -0.049597307941128543 0.062266466070873994 -0.10112814532921309 -0.12258453602806706 0.074059753194154462 -0.0023603502827956009 leaf_weight=1.4722871871199457 4.6704652816988519 7.1156124905683091 2.7825917280279091 1.8572173237334935 5.3989333165809512 78.943648597458377 leaf_count=11 27 38 24 17 25 1154 internal_value=0.000494088 0.00289185 -0.00177885 0.00137436 -0.000164236 0.00253145 internal_weight=102.241 97.5703 90.4547 87.6721 86.1998 84.3426 internal_count=1296 1269 1231 1207 1196 1179 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=7 num_cat=0 split_feature=1 4 0 10 8 5 split_gain=2.52786 8.58012e-06 2.412e-06 8.97303e-07 4.86763e-07 7.17161e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 6.5307253970058214 16929.000000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075276505425155155 -0.076096396713150688 -0.075459047369354548 -0.0752968613867427 -0.075192205416725236 -0.07545163191313628 -0.075133867376140973 leaf_weight=1.4954556077718735 0.1564379057381301 1.243933029938489 1.7267733439512092 0.6790364964690524 0.47582732053706411 0.083485475042834878 leaf_count=101 21 147 615 272 117 23 internal_value=-0.0369311 -0.0753692 -0.0753422 -0.0752931 -0.0753231 -0.0754042 internal_weight=5.86095 4.36549 4.20906 2.96512 2.28609 0.559313 internal_count=1296 1195 1174 1027 755 140 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=7 num_cat=0 split_feature=21 4 4 3 9 9 split_gain=0.910714 1.02974 2.00825 2.96606 1.88134 1.93147 threshold=0.15113386645000002 126.00000000000001 149.00000000000003 1.0000000180025095e-35 5.4680160157886286 5.5535072409157218 decision_type=8 10 10 10 10 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.07158446080221964 -0.018745794951982721 0.09112576951586987 -0.085792591627074047 0.03842846389243007 -0.081376996704431395 0.0030554040646759342 leaf_weight=1.8187802787870166 22.046743516810238 2.6669091284275046 3.5909345075488082 15.144587308168409 2.8759812321513882 46.771765775978565 leaf_count=27 223 37 18 161 22 808 internal_value=0.00150357 0.00013444 0.00599294 0.00267281 0.00757576 -0.00183557 internal_weight=94.9157 93.0969 71.0502 68.3833 64.7923 49.6477 internal_count=1296 1269 1046 1009 991 830 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=7 num_cat=0 split_feature=10 10 15 13 6 9 split_gain=1.29675 2.73131 1.62235 2.19157 2.11694 1.51644 threshold=35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 125.38956572919442 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=0.00046506671457112122 -0.076203405722787498 0.073800659142893951 0.087932971977162031 -0.082374056238898791 -0.06404974749118926 0.07297015504715669 leaf_weight=71.55458574090153 2.1624640312511465 5.0244187228381625 1.9562397059053171 3.4376827070955178 4.9647590424865475 3.0057841539382926 leaf_count=878 141 61 14 103 72 27 internal_value=0.000320056 0.00215987 -0.00207891 -0.00420137 -0.000822147 0.003388 internal_weight=92.1059 89.9435 84.9191 82.9628 79.5251 74.5604 internal_count=1296 1155 1094 1080 977 905 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=7 num_cat=0 split_feature=21 5 2 6 10 4 split_gain=1.27116 1.22948 2.57888 2.07969 1.67521 1.58683 threshold=0.15113386645000002 4795.5000000000009 18.500000000000004 83.894663503630696 35.000000000000007 2341.0000000000005 decision_type=8 10 10 8 10 10 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=-0.089240672666005494 0.0061288017126324805 0.067404530746432212 0.10291730402994344 -0.084015298885047829 0.028302406663697446 -0.045944108882298829 leaf_weight=1.5563021800480781 81.802857128088363 1.6568811759352655 2.6287445211783043 5.4805653481744239 1.7525571919977663 6.302943968679755 leaf_count=27 739 10 56 181 48 235 internal_value=0.000437432 0.00183835 0.00531566 -0.0336522 -0.0568012 0.00240359 internal_weight=101.181 99.6245 90.7345 8.89 7.23312 88.1058 internal_count=1296 1269 1030 239 229 974 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=7 num_cat=0 split_feature=1 0 5 0 10 8 split_gain=2.33537 4.27755e-06 1.72882e-06 4.60419e-06 7.31388e-07 3.99505e-07 threshold=1.0000000180025095e-35 0.0050445000000000012 63.000000000000007 5.1500000000000012e-05 25.000000000000004 6.5307253970058214 decision_type=8 10 8 10 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075255954695197066 -0.075393145596406197 -0.075273091988439247 -0.075420132740338708 -0.076134628989106501 -0.075173593166879271 -0.075374388038646711 leaf_weight=1.386078299023211 0.21675866656005349 1.5855940219189513 0.9402727708220483 0.1364663802087307 0.61007769388379518 0.51607044308911998 leaf_count=101 63 615 101 4 272 140 internal_value=-0.0366236 -0.0753414 -0.075491 -0.0756796 -0.07527 -0.075298 internal_weight=5.39132 4.00524 1.2935 0.353225 2.71174 2.10166 internal_count=1296 1195 168 67 1027 755 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=7 num_cat=0 split_feature=0 0 4 0 4 0 split_gain=0.908092 2.592 2.7683 1.81962 1.38871 3.7469 threshold=0.0050445000000000012 5.1500000000000012e-05 163.00000000000003 0.030054500000000001 219.50000000000003 0.048128000000000004 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=0.054731823421339532 0.062432877653153765 -0.077629351364050247 -0.08944048453886666 0.029606561059997649 -0.14206931961944427 -0.00071531222020423284 leaf_weight=4.9926407504826766 5.2035376755520693 5.1727909669280052 1.8163627386093137 14.138469010591505 1.9354491131380189 60.273777620866895 leaf_count=160 128 25 5 146 21 811 internal_value=0.00143928 -0.0242669 0.0162726 0.00521612 0.00131646 -0.00511311 internal_weight=93.533 11.9818 6.809 81.5512 76.3477 62.2092 internal_count=1296 190 165 1106 978 832 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=7 num_cat=0 split_feature=7 7 7 9 5 5 split_gain=1.35464 2.10057 1.68809 1.48967 1.16623 1.98408 threshold=83.238385987938244 78.999015316736262 77.399719452751199 7.474411764851272 59.000000000000007 63.000000000000007 decision_type=10 10 10 10 8 8 left_child=1 2 4 -3 -1 -6 right_child=-2 3 -4 -5 5 -7 leaf_value=-0.076824102053186349 -0.098350167719955861 0.078842759463320644 -0.098293667907547788 -0.046984868081870843 0.13137546928698818 -0.00042453019353480543 leaf_weight=1.9474563854746509 1.3717087991535653 5.3322062850929788 1.7997648527380068 1.1424807310104368 1.1591665744781483 77.854918710421771 leaf_count=217 14 46 67 90 2 860 internal_value=0.000270793 0.00178677 -0.00250459 0.05664 -0.000375207 0.00150903 internal_weight=90.6077 89.236 82.7613 6.47469 80.9615 79.0141 internal_count=1296 1282 1146 136 1079 862 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=7 num_cat=0 split_feature=20 19 19 0 6 0 split_gain=1.11636 2.42122 2.52897 1.09192 2.67502 2.23731 threshold=0.79922031560000006 0.71761699185000005 0.60557055170000018 18.636041000000002 87.834410270731823 10.015603000000002 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.000519075924315882 -0.047941797424799509 0.059372749543331951 -0.098984802711818073 -0.088103523465708891 0.016404113825525514 0.067747400084933657 leaf_weight=70.081078101648018 4.5608457056805483 6.9854702260345212 2.5981988271232686 4.407124221324918 5.5131349493749449 5.3264292040839782 leaf_count=1040 27 38 24 33 95 39 internal_value=0.000384964 0.00270724 -0.00179467 0.00116473 -0.0300239 0.00526777 internal_weight=99.4723 94.9114 87.926 85.3278 9.92026 75.4075 internal_count=1296 1269 1231 1207 128 1079 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=7 num_cat=0 split_feature=1 4 0 10 8 5 split_gain=2.16872 6.3763e-06 1.52353e-06 5.93797e-07 3.28482e-07 4.42715e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 6.5307253970058214 16929.000000000004 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075238976639698904 -0.075986848028668563 -0.075392233477056494 -0.075251813172255738 -0.075158547290828409 -0.075387722590691458 -0.075118393027763741 leaf_weight=1.2913260571658611 0.13710862118750844 1.061214685905725 1.4554697038256565 0.56045469260425296 0.40678578647202801 0.071804939012508839 leaf_count=101 21 147 615 272 117 23 internal_value=-0.0363106 -0.0753177 -0.0752919 -0.0752492 -0.0752754 -0.0753473 internal_weight=4.98416 3.69284 3.55573 2.49452 1.93406 0.478591 internal_count=1296 1195 1174 1027 755 140 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=7 num_cat=0 split_feature=0 0 4 0 6 4 split_gain=0.799844 2.36675 2.97174 1.61575 1.23335 1.14628 threshold=0.0050445000000000012 3.5000000000000004e-05 149.00000000000003 0.030054500000000001 123.69567658647543 219.50000000000003 decision_type=8 10 8 8 10 8 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.069251847486379456 0.080617704287770209 -0.068722916908598747 -0.088222203780248185 0.027152131805804572 -0.057488268928636954 -0.00458612022083431 leaf_weight=4.0087669962085766 4.27424391824752 5.739346694201231 1.7093741893768308 13.935464151203631 0.76190749742090691 62.043826048262417 leaf_count=155 119 30 5 146 9 832 internal_value=0.00137339 -0.0233572 0.0221767 0.00487088 0.059724 0.00123504 internal_weight=92.4729 11.4575 5.71814 81.0154 5.03615 75.9793 internal_count=1296 190 160 1106 128 978 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=7 num_cat=0 split_feature=0 2 3 3 4 8 split_gain=1.21705 1.24164 1.62033 2.35063 2.07942 3.16178 threshold=60.179807500000003 78.000000000000014 65.500000000000014 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=0.0084025448426655255 0.082293404057610375 -0.089434029122469283 0.081928991825899786 -0.058333106063684963 0.052331288407448044 -0.043883221293292862 leaf_weight=54.665577214444056 1.7677154149860133 1.577378287911414 2.3535357462242237 6.850827162154018 7.6334869114216408 14.669006730429826 leaf_count=502 13 24 36 116 164 441 internal_value=0.000141533 -0.00151341 9.59667e-05 -0.00220181 0.00279437 -0.00265947 internal_weight=89.5175 87.7498 86.1724 83.8189 76.9681 69.3346 internal_count=1296 1283 1259 1223 1107 943 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=7 num_cat=0 split_feature=21 5 3 4 9 9 split_gain=1.17362 1.1604 2.20003 2.20915 2.21297 3.22707 threshold=0.15113386645000002 4795.5000000000009 11.500000000000002 2341.0000000000005 7.5456810564319428 6.0966438103189775 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=-0.088326651445986087 0.0086696600099866808 -0.034202956082663973 0.073366162519352032 -0.062274905172854535 0.069786508855919513 -0.057508518660008681 leaf_weight=1.4677773020812308 65.444686826202087 8.2051822429057193 4.4827121286652973 5.1068264751229426 5.0277817533351472 8.3033678568899614 leaf_count=27 511 239 51 246 102 120 internal_value=0.000421336 0.00177022 0.00511051 0.00146291 0.00559486 0.00121859 internal_weight=98.0383 96.5706 88.3654 83.8827 78.7758 73.7481 internal_count=1296 1269 1030 979 733 631 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=7 num_cat=0 split_feature=1 0 0 10 11 0 split_gain=2.05217 2.88554e-06 1.39019e-06 4.46965e-07 2.95554e-07 2.56055e-07 threshold=1.0000000180025095e-35 0.0050445000000000012 5.1500000000000012e-05 25.000000000000004 12.500000000000002 3.6336500000000007 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075227946025949732 -0.075360309844697729 -0.075195236546122216 -0.075612635712709597 -0.07515082121004768 -0.075373580671264775 -0.07527646149078937 leaf_weight=1.2339315880089998 0.80482261476572625 0.67582626137300417 0.29964208835735917 0.52257351187290613 0.1908925792085937 0.91164125432260334 leaf_count=101 143 505 25 272 32 218 internal_value=-0.0352608 -0.0752959 -0.0754288 -0.0752321 -0.075256 -0.0752419 internal_weight=4.63933 3.4054 1.10446 2.30093 1.77836 1.58747 internal_count=1296 1195 168 1027 755 723 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=7 num_cat=0 split_feature=15 16 9 7 2 3 split_gain=0.806304 1.81348 1.12106 2.45216 2.11964 2.97181 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 76.179491188569415 3.5000000000000004 3.5000000000000004 decision_type=10 10 10 8 8 8 left_child=2 -2 -1 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.0037360355112291987 -0.061773910388588343 0.079165305131587885 -0.073928577161964021 0.082250709786490739 0.13947659667633394 0.0044975094163449414 leaf_weight=59.482539925724268 4.7304637781344345 1.1312900763005016 2.8793348968029084 5.2474301327019921 1.8236246407032037 15.452573241200296 leaf_count=652 98 81 10 199 19 237 internal_value=0.00129703 -0.0345733 0.00377405 0.0213593 0.00550647 0.0187455 internal_weight=90.7473 5.86175 84.8855 25.403 20.1555 17.2762 internal_count=1296 179 1117 465 266 256 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=7 num_cat=0 split_feature=7 7 7 0 3 0 split_gain=1.23487 1.83663 1.53087 1.25065 1.33308 1.1745 threshold=83.238385987938244 78.999015316736262 77.399719452751199 0.064953000000000025 9.5000000000000018 0.0050445000000000012 decision_type=10 10 10 10 10 8 left_child=1 2 5 -3 -5 -1 right_child=-2 3 -4 4 -6 -7 leaf_value=0.03588700439475432 -0.09660325603563516 0.11464104695656285 -0.097203108279996342 -0.040815240593484854 0.076289839184391028 -0.0045577126580818835 leaf_weight=7.9878592827590174 1.3015266731381405 2.2038770879153153 1.6705327390227456 1.8601249950006606 2.0361773534677923 70.999703327426687 leaf_count=187 14 11 67 109 16 892 internal_value=7.97682e-05 0.00153018 -0.00247113 0.0544366 0.020383 -0.000467617 internal_weight=88.0598 86.7583 80.6581 6.10018 3.8963 78.9876 internal_count=1296 1282 1146 136 125 1079 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=7 num_cat=0 split_feature=13 4 4 9 9 9 split_gain=1.1015 1.09484 3.87233 1.7874 2.45379 1.73378 threshold=49191.500000000007 24525.000000000004 4353.5000000000009 7.5630913137471625 7.848168949681571 6.0966438103189775 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=-0.076702570886618707 0.0061046353225223237 0.052253594270344289 -0.079686299318716292 0.080759272133009818 -0.052212283729265944 -0.038737679784402929 leaf_weight=1.817859750764909 67.035695458762348 4.1270696967840186 5.7693590953713274 6.0721319615840903 1.7989145132014526 9.8948723655194026 leaf_count=214 454 65 308 67 47 141 internal_value=0.000402632 0.00188277 -0.000412486 0.0049808 0.0503688 0.00033698 internal_weight=96.5159 94.698 90.571 84.8016 7.87105 76.9306 internal_count=1296 1082 1017 709 114 595 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=7 num_cat=0 split_feature=2 4 0 10 11 0 split_gain=1.87147 4.3456e-06 8.95437e-07 3.48624e-07 2.68912e-07 2.01187e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 12.500000000000002 3.6336500000000007 decision_type=8 8 10 8 8 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075206315176589433 -0.075868197384662661 -0.075334317120886146 -0.075179880975184687 -0.075139867452517939 -0.075353617898570105 -0.075254930229733938 leaf_weight=1.1224273676052687 0.11851656844373826 0.90173205279279534 0.62068240463850088 0.47505088154866815 0.17687725566793244 0.8414297275012359 leaf_count=101 21 147 505 272 32 218 internal_value=-0.0355949 -0.0752742 -0.0752509 -0.0752153 -0.0752372 -0.0752231 internal_weight=4.25672 3.13429 3.01577 2.11404 1.63899 1.46211 internal_count=1296 1195 1174 1027 755 723 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=7 num_cat=0 split_feature=0 0 7 0 3 13 split_gain=0.786129 1.27695 2.05377 2.26896 1.84644 3.02364 threshold=41.369700000000009 30.035993500000004 83.238385987938244 4.6811795000000016 4.5000000000000009 4865.5000000000009 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=-0.0048348330093363132 -0.044647371196739533 0.0453091013978709 0.12190739859055805 -0.039440598286485384 0.071007317188662128 -0.013729932260959614 leaf_weight=47.042942023836076 3.5854153754189602 6.6281136367470017 1.3498713821172703 13.703218743205069 9.5279778079129773 7.5459479826968154 leaf_count=532 33 65 13 194 263 196 internal_value=0.00122883 0.00314595 -0.000383956 -0.00250523 0.00538869 0.0335571 internal_weight=89.3835 85.7981 79.17 77.8201 64.1169 17.0739 internal_count=1296 1263 1198 1185 991 459 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=1.16613 1.41013 1.68626 4.24577 2.09409 3.48848 threshold=0.077066230500000013 0.13648003990000004 0.40827487255000006 0.49428016580000006 0.74203080305000013 0.53514027195000013 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.094293907863553142 0.080232120343155328 -0.046147775050726876 0.11404890621775587 -0.0030552597955727659 -0.11344659261427868 0.11238108062134994 leaf_weight=1.2891786320833487 2.217478099046275 7.3960772752761841 3.3436618628911674 68.325640128343366 1.6248905839165662 2.7221883381716898 leaf_count=12 9 48 15 1167 25 20 internal_value=0.000105976 0.00152719 -0.000565143 0.00386986 -0.00119947 0.00136767 internal_weight=86.9191 85.6299 83.4125 76.0164 72.6727 71.0478 internal_count=1296 1284 1275 1227 1212 1187 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 0 split_gain=1.07719 1.86858 1.58334 1.57665 1.34896 1.05491 threshold=0.22032349530000003 0.51750115670000008 0.31700097185000004 0.76784945660000015 0.22459667505000003 18.636041000000002 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=-0.038971410066380385 0.042724721792520098 0.0056902199369622316 -0.095895445520760791 0.015265116767493795 0.093153843551881874 -0.025281399653667436 leaf_weight=6.4933059361646883 10.54936827579513 57.326143592363223 3.3974679877283043 2.0433527636341751 1.5806214213371266 13.607853236142544 leaf_count=42 54 993 48 17 4 138 internal_value=0.000341792 0.00322607 -0.00211911 -0.054148 0.00178466 -0.000251321 internal_weight=94.9981 88.5048 77.9554 5.44082 72.5146 70.934 internal_count=1296 1254 1200 65 1135 1131 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=7 num_cat=0 split_feature=1 4 0 10 11 0 split_gain=1.74192 3.45153e-06 7.16795e-07 2.81313e-07 2.27161e-07 1.64465e-07 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 12.500000000000002 3.6336500000000007 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075194375644669742 -0.07580391528378766 -0.075310758927257526 -0.075165926852245143 -0.075129292144884285 -0.075331029314171363 -0.075236601548475168 leaf_weight=1.0483015980571508 0.11008664115797762 0.83171649021096561 0.5698630434926597 0.43774099487927731 0.16509733063867305 0.77987421269062907 leaf_count=101 21 147 505 272 32 218 internal_value=-0.0352525 -0.0752547 -0.075233 -0.0751999 -0.0752203 -0.0752068 internal_weight=3.94268 2.89438 2.78429 1.95258 1.51483 1.34974 internal_count=1296 1195 1174 1027 755 723 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=7 num_cat=0 split_feature=21 0 2 5 6 7 split_gain=0.755274 0.791087 1.7998 3.60208 3.31888 4.37769 threshold=0.15113386645000002 4.6811795000000016 3.5000000000000004 141.50000000000003 84.576699671557861 48.913753766648341 decision_type=8 8 10 8 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.063921377653476483 0.0071445620975091389 -0.011265922102563507 0.083218275605146608 -0.091071650904396284 -0.088080071118534276 0.030555628117590702 leaf_weight=1.8827232457697389 20.212549188174311 36.595580078195781 7.4000056730583337 4.5802834704518309 4.032644901424649 13.600338016636668 leaf_count=27 300 369 156 18 17 409 internal_value=0.00126298 -0.00010206 0.00809746 -0.0110001 0.0270118 0.00342377 internal_weight=88.3041 86.4214 49.8258 24.7928 25.033 17.633 internal_count=1296 1269 900 318 582 426 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=7 num_cat=0 split_feature=0 2 3 3 4 8 split_gain=1.0811 1.13118 1.42103 2.03168 1.8646 2.6647 threshold=60.179807500000003 78.000000000000014 65.500000000000014 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=0.0076307587887803549 0.081564199859344017 -0.08816573735836998 0.080947664243174289 -0.055806601918241307 0.051024878249586916 -0.041737663104887246 leaf_weight=53.062849040725268 1.598601946607231 1.4778610058128823 2.1183725818991652 6.4605812947265795 7.1982812073547384 13.770590955158694 leaf_count=502 13 24 36 116 164 441 internal_value=9.8908e-05 -0.00144982 0.000101478 -0.00202621 0.00266709 -0.00254128 internal_weight=85.6871 84.0885 82.6107 80.4923 74.0317 66.8334 internal_count=1296 1283 1259 1223 1107 943 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=7 num_cat=0 split_feature=20 19 19 20 21 21 split_gain=1.00358 2.12332 2.29056 1.06572 2.36811 2.28159 threshold=0.79922031560000006 0.71761699185000005 0.60557055170000018 0.14629638740000003 0.22032349530000003 0.51750115670000008 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=0.087603801712945129 -0.046431528129581984 0.056360968796758497 -0.09805179760131634 -0.11944879065408183 0.066582739011692968 -0.0026101958120203794 leaf_weight=1.3952582207275552 4.3983539490727699 6.7646160644944748 2.406070851138792 1.6406152623239902 5.1029108017683029 72.085231324192137 leaf_count=11 27 38 24 17 25 1154 internal_value=0.000202446 0.00249691 -0.00191274 0.000970652 -0.000562743 0.00196415 internal_weight=93.7931 89.3947 82.6301 80.224 78.8288 77.1881 internal_count=1296 1269 1231 1207 1196 1179 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=7 num_cat=0 split_feature=1 4 11 10 14 20 split_gain=1.63622 2.72801e-06 5.40895e-07 2.30396e-07 8.79961e-08 1.72328e-07 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 25.000000000000004 2.5000000000000004 0.85959532825000007 decision_type=8 8 8 8 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.075184747276512032 -0.075744299528547276 -0.075207612401849422 -0.075209417520201147 -0.075121713245777877 -0.075282546514952864 -0.075420178356136403 leaf_weight=0.99162665568292141 0.10189037350937802 1.5294985691289185 0.099790846521500387 0.3923428910347867 0.43208822305314243 0.11523700103862211 leaf_count=101 21 795 43 243 70 23 internal_value=-0.0345097 -0.0752368 -0.0752167 -0.0751901 -0.0752958 -0.0753115 internal_weight=3.66247 2.67085 2.56896 1.92184 0.647116 0.547325 internal_count=1296 1195 1174 1038 136 93 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=7 num_cat=0 split_feature=15 16 11 10 10 8 split_gain=0.823667 1.53266 0.933892 2.40069 1.79278 0.866479 threshold=4.5000000000000009 2.0000000000000004 12.500000000000002 19.500000000000004 13.500000000000002 7.5455085648100599 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=0.004318132650162153 -0.060732034665966411 0.078478250348672327 0.082261593051507653 -0.092571078874032944 0.086818574516408245 -0.063362062007735337 leaf_weight=72.884527377784252 4.5179406171664587 0.95868512801825989 1.4855324579402793 2.5843448475934556 2.6135183959268025 1.942027810961007 leaf_count=855 98 81 101 38 107 16 internal_value=0.00117714 -0.0363632 0.00369946 0.00224107 0.00540516 0.00256158 internal_weight=86.9866 5.47663 81.51 80.0244 77.4401 74.8266 internal_count=1296 179 1117 1016 978 871 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 6 split_gain=1.04952 1.58632 1.54673 4.22768 2.39293 2.52411 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.869127631984739 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076992537363089128 0.12095824960836968 0.050791876255144287 -0.063185156912263118 0.053690904147468327 -0.067202596360797645 0.0049573516558428085 leaf_weight=1.7276646867394436 1.1015770137310017 5.615856520831584 10.292480505071579 8.9849706310778839 5.3527358621358863 51.354377603041939 leaf_count=217 2 28 196 60 143 650 internal_value=0.000146993 0.00175846 0.000149301 -0.00359358 0.00574308 -0.00185402 internal_weight=84.4297 82.702 81.6004 75.9846 65.6921 56.7071 internal_count=1296 1079 1077 1049 853 793 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=7 num_cat=0 split_feature=13 10 5 11 16 0 split_gain=0.974179 1.04987 1.8613 2.03262 2.14912 1.47042 threshold=49191.500000000007 41.000000000000007 4795.5000000000009 17.500000000000004 1.0000000180025095e-35 0.16056050000000002 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=-0.076757549378958997 -0.0058179850210815683 0.059306325800358217 -0.056831674511732204 0.10470594852318814 -0.08017318574752462 0.02325218485329171 leaf_weight=1.6192595661268558 50.887995017692447 3.0363273872062555 5.4991824696771792 1.928722783923148 3.1476336725754654 26.44064508471638 leaf_count=214 416 63 169 6 162 266 internal_value=0.000125166 0.00149412 -0.000502793 0.00325624 0.000824856 0.00412185 internal_weight=92.5598 90.9405 87.9042 82.405 80.4763 77.3286 internal_count=1296 1082 1019 850 844 682 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=7 num_cat=0 split_feature=1 4 11 10 0 0 split_gain=1.46372 2.24462e-06 4.33029e-07 1.85818e-07 9.16813e-08 1.17698e-07 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 25.000000000000004 0.0050445000000000012 3.6336500000000007 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075163193634028028 -0.075695670475131149 -0.075245767124454091 -0.075273619341591602 -0.075109872664495841 -0.075141196762628384 -0.075206087070031402 leaf_weight=0.88021192047744989 0.09499924804549742 0.25224008399527553 0.59459858233458351 0.35162422306893848 0.47721685076976406 0.67471157439285889 leaf_count=101 21 67 136 243 506 222 internal_value=-0.0354163 -0.0752191 -0.0751999 -0.0751749 -0.0751912 -0.0751792 internal_weight=3.3256 2.44539 2.35039 1.75579 1.40417 1.15193 internal_count=1296 1195 1174 1038 795 728 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=7 num_cat=0 split_feature=15 14 10 9 9 4 split_gain=0.661317 1.51149 1.08834 0.958133 2.04453 2.4627 threshold=4.5000000000000009 3.5000000000000004 50.000000000000007 6.0966438103189775 5.6936226724332188 467.50000000000006 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=-0.0021240943067269038 -0.072248215473075472 0.11615153619623531 0.077755154176402885 0.02076099038648201 -0.043348372679003808 0.073999662213894826 leaf_weight=42.20993134053424 3.9092941484414032 0.59372578002512444 0.55198127403855313 23.067412513541058 10.460612852126358 4.7256225626915684 leaf_count=444 102 11 66 465 125 83 internal_value=0.00134392 -0.0337404 -0.0536887 0.00354804 -0.00336981 0.00554029 internal_weight=85.5186 5.055 4.46128 80.4636 57.3962 46.9356 internal_count=1296 179 168 1117 652 527 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=7 num_cat=0 split_feature=0 2 4 8 3 3 split_gain=0.98915 1.06336 2.62785 2.03711 3.39628 2.66175 threshold=60.179807500000003 12.500000000000002 6106.0000000000009 5.2557369634631668 8.5000000000000018 3.5000000000000004 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.0026897914802118048 0.081056173226955949 -0.029135109681493299 0.077268618702367675 -0.080665951172028433 0.025062013781669543 0.06075644123556561 leaf_weight=44.128038501017727 1.4753097845241416 11.930785950971766 4.4787258626893154 7.524950475431976 5.0956590967252859 7.7778061851859084 leaf_count=466 13 350 56 280 96 35 internal_value=-8.9794e-05 -0.00156893 0.00319718 -0.00194406 -0.0379775 0.00681728 internal_weight=82.4113 80.936 69.0052 64.5265 12.6206 51.9058 internal_count=1296 1283 933 877 376 501 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=7 num_cat=0 split_feature=9 9 8 8 8 8 split_gain=0.881556 1.59681 1.59124 1.68804 1.82525 1.65197 threshold=7.8627118266634275 7.5630913137471625 6.1516991880802205 6.0124073458263707 5.8460421087123393 4.4954850976912946 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=-0.0074650404798735585 -0.035331700510242668 0.050776750161132693 -0.082813777295453472 0.092038106219810956 -0.083861063945139674 0.026649442700751064 leaf_weight=51.550779190380126 6.5144896048586807 6.4223037693882352 2.3123848033137611 2.0003636470064512 2.569596074987202 19.588396409526467 leaf_count=465 321 167 31 6 74 232 internal_value=0.000112691 0.00284708 -0.00109823 0.00139761 -0.00106226 0.00192849 internal_weight=90.9583 84.4438 78.0215 75.7091 73.7088 71.1392 internal_count=1296 975 808 777 771 697 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=7 num_cat=0 split_feature=1 4 0 10 11 0 split_gain=1.35047 1.83444e-06 3.53617e-07 1.32842e-07 9.78778e-08 8.12977e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 12.500000000000002 3.6336500000000007 decision_type=8 8 10 10 8 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075150714489773882 -0.075648505806319002 -0.07524547758345819 -0.075130534393620899 -0.075101882821564964 -0.075256555412694826 -0.075187045696082491 leaf_weight=0.81341545050963759 0.088568944251165571 0.65542148915119502 0.43900201704673192 0.33435667584126338 0.12614604539703589 0.60595230857143179 leaf_count=101 21 147 505 272 32 218 internal_value=-0.0352726 -0.0752025 -0.0751842 -0.0751575 -0.0751733 -0.0751633 internal_weight=3.06286 2.24945 2.16088 1.50546 1.1711 1.04495 internal_count=1296 1195 1174 1027 755 723 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 0 split_gain=0.639417 0.740897 0.797306 1.47234 0.905017 1.20923 threshold=0.15113386645000002 0.31759829255000005 0.67153127420000003 0.60557055170000018 0.30279485870000006 49.498548500000005 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=0.058164725942244699 -0.044008352289438418 0.003345908490328143 0.056512699922774814 -0.084102625190830615 0.065288911484270351 -0.059789162335108663 leaf_weight=1.9360629953444002 3.6517976722680032 68.645898894406855 2.6008409867063156 2.0164608322083941 2.226710235932841 3.1739435489289454 leaf_count=27 36 1108 31 36 34 24 internal_value=0.00136005 2.40083e-05 0.00206811 0.000206478 0.00250241 0.000555772 internal_weight=84.2517 82.3157 78.6639 76.063 74.0466 71.8198 internal_count=1296 1269 1233 1202 1166 1132 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=7 num_cat=0 split_feature=5 4 3 2 6 7 split_gain=0.94522 1.26943 1.99837 1.94489 2.08679 3.82786 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.869127631984739 73.099111346430035 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=-0.076905622525459016 0.047562119114117438 -0.042231824096373827 0.049659095599785479 -0.065444448138468586 0.081864132660755207 -0.0059205435757866201 leaf_weight=1.5699545165989537 5.5525552593171588 10.584900854155419 8.3558436818420869 4.7544734827242783 5.591449129395186 44.497645240509883 leaf_count=217 28 198 60 143 47 603 internal_value=-6.9068e-05 0.00145141 -0.0020186 0.00471648 -0.00213088 0.00387887 internal_weight=80.9068 79.3369 73.7843 63.1994 54.8436 50.0891 internal_count=1296 1079 1051 853 793 650 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=7 num_cat=0 split_feature=19 19 0 7 0 0 split_gain=0.920432 1.83977 0.898711 2.33724 1.84697 1.74537 threshold=0.05462140120000001 0.14794597680000002 18.636041000000002 81.236504549267366 10.015603000000002 45.141901000000011 decision_type=8 8 10 10 10 10 left_child=-1 -2 4 5 -3 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075307260824014371 -0.10431455626540548 0.00023146746633419485 -0.084847717130121736 0.069221545981098601 0.065473992994989294 0.029866608978946836 leaf_weight=1.5936346942908128 1.7026143636321647 72.633592628873885 5.2612028205767256 1.8940276354551313 4.6147698275744906 1.7734014776069669 leaf_count=9 15 1105 98 7 39 23 internal_value=-1.07688e-05 -0.00137661 0.000657155 -0.0293805 0.00412902 -0.0559286 internal_weight=89.4732 87.8796 86.177 8.92863 77.2484 7.0346 internal_count=1296 1287 1272 128 1144 121 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=7 num_cat=0 split_feature=1 4 0 10 11 0 split_gain=1.23263 1.49092e-06 2.92941e-07 1.02295e-07 6.92177e-08 6.33219e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 12.500000000000002 3.6336500000000007 decision_type=8 8 10 8 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075136837891891795 -0.075604027053742917 -0.075227823951485417 -0.07512020488558388 -0.075093763059333685 -0.075232464920674091 -0.075172276464631108 leaf_weight=0.74065770022571087 0.0823896921938293 0.60670877259690303 0.40443783471710004 0.30897295307659089 0.11474395490949973 0.55265774909639731 leaf_count=101 21 147 505 272 32 218 internal_value=-0.0355729 -0.0751872 -0.0751699 -0.0751445 -0.0751591 -0.0751503 internal_weight=2.81057 2.06991 1.98752 1.38081 1.07184 0.957096 internal_count=1296 1195 1174 1027 755 723 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=7 num_cat=0 split_feature=10 13 2 7 0 11 split_gain=0.626425 1.55537 1.29885 1.6941 2.53041 1.64078 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 74.604207371536532 2.2097285000000002 11.500000000000002 decision_type=10 10 10 10 8 10 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-7.5061749332541741e-05 0.067740113468079718 -0.07349263101093377 0.082492586988242134 0.064768978566129801 -0.037417530283657165 -0.093210676135851378 leaf_weight=61.861662765499204 1.0527207683771838 3.0073698912747204 2.517033148556945 7.2195197958499184 5.8502336645033219 1.9512203969061364 leaf_count=677 100 102 88 242 72 15 internal_value=0.00143914 -0.0368731 0.00339823 0.0292771 -0.00134628 -0.00292289 internal_weight=83.4598 4.06009 79.3997 15.5868 8.36727 63.8129 internal_count=1296 202 1094 402 160 692 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=7 num_cat=0 split_feature=0 3 5 4 6 8 split_gain=0.923924 0.960708 1.51222 1.51138 2.39336 1.94509 threshold=60.179807500000003 14.500000000000002 81431.500000000015 6106.0000000000009 84.869127631984739 5.2557369634631668 decision_type=10 10 10 10 10 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=0.006155830094656446 0.080748755677724549 -0.056324108223026748 0.036307220335138855 -0.078158559922958754 0.077928681299985134 -0.039245985958997531 leaf_weight=51.116935891099274 1.389783015474676 6.7206902396865171 2.388787335716188 1.2093360489234317 5.2342180163832381 11.572370558162218 leaf_count=502 13 133 43 57 107 441 internal_value=-7.16995e-05 -0.00150728 -0.0320333 0.00251507 0.048634 -0.00222529 internal_weight=79.6321 78.2423 9.10948 69.1329 6.44355 62.6893 internal_count=1296 1283 176 1107 164 943 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=7 num_cat=0 split_feature=21 21 19 5 3 4 split_gain=0.815715 1.62058 0.854529 0.834129 1.53631 1.54199 threshold=0.22032349530000003 0.24581294725000002 0.85532792400000013 4795.5000000000009 11.500000000000002 2341.0000000000005 decision_type=8 8 8 10 10 10 left_child=2 -2 -1 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.06522232938029475 0.093144635118988281 0.0036324254614171787 0.010231252612643616 -0.033563082392994902 0.064031535159808251 -0.060098763323323423 leaf_weight=3.7456778139749076 1.925641531124711 65.444324105919804 2.5045780672226101 6.6645681840600437 3.9522382032591841 4.0302452886244273 leaf_count=33 6 712 9 239 51 246 internal_value=-0.000163372 0.00249042 -0.0349869 0.000310811 0.00338537 -6.46442e-05 internal_weight=88.2673 82.017 6.25026 80.0914 73.4268 69.4746 internal_count=1296 1254 42 1248 1009 958 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=7 num_cat=0 split_feature=1 4 0 10 11 0 split_gain=1.14407 1.17696e-06 2.2283e-07 7.51975e-08 6.19259e-08 4.9889e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 12.500000000000002 3.6336500000000007 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075127453202498681 -0.075558762584579109 -0.075210646800464562 -0.075111395798587 -0.075090062888765644 -0.075219635611170718 -0.07515964207986077 leaf_weight=0.68895843159407377 0.076346229994669668 0.5597267717239448 0.37026841998886062 0.28860139334574342 0.10777636806597002 0.50889971503056586 leaf_count=101 21 147 505 272 32 218 internal_value=-0.0353554 -0.075174 -0.075158 -0.075135 -0.0751481 -0.0751393 internal_weight=2.60058 1.91162 1.83527 1.27555 0.986945 0.879168 internal_count=1296 1195 1174 1027 755 723 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=7 num_cat=0 split_feature=0 6 0 0 4 3 split_gain=0.602394 1.01418 1.01378 2.16709 1.97425 4.3336 threshold=41.369700000000009 128.71147821476768 24.845167500000006 4.6811795000000016 467.50000000000006 1.5000000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0036781431244565978 -0.041617069168620624 0.087051217585413024 0.035804947023782806 -0.043275424698227566 0.029760642238450805 -0.10366777010022135 leaf_weight=33.432737576076761 3.1295990273356429 1.4137964248657215 7.7879697401076546 10.862324490211902 21.184937180019915 4.2374355569481841 leaf_count=395 33 13 84 180 572 19 internal_value=0.00141094 0.00311725 0.00158619 -0.00223631 0.00533789 -0.00839696 internal_weight=82.0488 78.9192 77.5054 69.7174 58.8551 37.6702 internal_count=1296 1263 1250 1166 986 414 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=7 num_cat=0 split_feature=10 10 6 0 0 9 split_gain=0.867945 1.86335 1.19886 1.00294 1.98216 1.681 threshold=35.000000000000007 30.500000000000004 125.38956572919442 5.8022020000000003 0.071170500000000012 7.9532439502072663 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=0.0031168403007813504 -0.07591808218076275 0.070778988001495041 -0.05336573404757336 0.023685002358200591 -0.068385438351592637 0.051210006092015342 leaf_weight=44.815997128142044 1.4799486440606404 3.6850894978269926 4.2936458191834381 15.290830289945005 7.2821830641478282 1.4014481357298789 leaf_count=496 141 61 80 131 365 22 internal_value=-6.44221e-05 0.00139788 -0.0021005 0.00109929 -0.00535598 -0.049084 internal_weight=78.2491 76.7692 73.0841 68.7905 53.4996 8.68363 internal_count=1296 1155 1094 1014 883 387 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=7 num_cat=0 split_feature=19 19 0 0 7 0 split_gain=0.795634 1.666 0.813853 2.1594 2.51058 1.62086 threshold=0.05462140120000001 0.14794597680000002 18.636041000000002 31.825229500000003 77.236697455308359 10.015603000000002 decision_type=8 8 10 8 10 10 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=0.071674258966690246 -0.10210461386863373 0.0001427008887321723 -0.085968570376628584 -0.050539687930340874 0.09557518652187208 0.063330643094877861 leaf_weight=1.5128104426548814 1.6145212328992782 71.338893247448141 3.7224166616797421 2.590807415312157 2.1533028334379196 4.304497191682457 leaf_count=9 15 1105 56 64 8 39 internal_value=-0.000215286 -0.00148395 0.000447505 -0.0289549 0.0157804 0.00373842 internal_weight=87.2372 85.7244 84.1099 8.46653 4.74411 75.6434 internal_count=1296 1287 1272 128 72 1144 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=7 num_cat=0 split_feature=1 4 0 2 4 14 split_gain=1.05993 9.33372e-07 1.76678e-07 4.29574e-08 8.83025e-08 4.63641e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 6.5000000000000009 2222.5000000000005 4.5000000000000009 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 -4 -5 right_child=1 2 3 5 -6 -7 leaf_value=0.075118625224104299 -0.075517392033014427 -0.075195148254966315 -0.075137847369774455 -0.075105222681743147 -0.075321039190674413 -0.075246962218887034 leaf_weight=0.64046917739324272 0.070713204331696145 0.51798064715694647 0.41756169425207168 0.69814392388070701 0.028082001343136653 0.023867071373388171 leaf_count=101 21 147 298 709 10 10 internal_value=-0.0350042 -0.0751615 -0.0751465 -0.075125 -0.0751494 -0.0751099 internal_weight=2.39682 1.75635 1.68564 1.16765 0.445644 0.722011 internal_count=1296 1195 1174 1027 308 719 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=7 num_cat=0 split_feature=15 14 3 3 9 0 split_gain=0.601132 1.25908 0.784411 1.1784 1.13303 0.916834 threshold=4.5000000000000009 3.5000000000000004 15.500000000000002 39.000000000000007 7.9670524813829227 8.0202915000000008 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=0.007406538483318569 -0.054247231324709391 0.1076026507268289 0.077851275724815996 -0.0069643725050571028 -0.070794764608357791 -0.025323786399073712 leaf_weight=57.53339788550511 3.9174802550114682 0.54786973819136608 3.3543068510480216 3.2016717018559575 2.1747113093733779 10.05391028895974 leaf_count=878 168 11 65 63 28 83 internal_value=0.00127305 -0.0343893 0.00335965 0.0364308 0.000251743 0.00253776 internal_weight=80.7833 4.46535 76.318 6.55598 69.762 67.5873 internal_count=1296 179 1117 128 989 961 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 21 split_gain=0.894318 3.63568 2.03305 2.4346 1.62516 1.56293 threshold=0.40827487255000006 0.49428016580000006 0.63859783290000005 0.67224509725000015 0.33029331800000006 0.6739588553000001 decision_type=8 8 8 8 8 10 left_child=5 -2 -3 -4 -5 -1 right_child=1 2 3 4 -6 -7 leaf_value=-0.062515596296320211 0.10998399174347018 -0.081484236192028436 0.10963197930757503 -0.11238140735908078 0.001719430553172767 0.015297177155768771 leaf_weight=5.7069769806112145 3.0969388582743704 2.9890686963917688 2.0680069266818464 1.2762041547102851 57.091108216962311 4.7130103525705636 leaf_count=52 15 30 9 18 1155 17 internal_value=-8.01303e-05 0.00418684 -0.000979114 0.00300259 -0.00077539 -0.0273205 internal_weight=76.9413 66.5213 63.4244 60.4353 58.3673 10.42 internal_count=1296 1227 1212 1182 1173 69 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=7 num_cat=0 split_feature=13 10 5 2 4 9 split_gain=0.772596 0.81583 1.42826 1.42892 1.07498 1.82045 threshold=49191.500000000007 41.000000000000007 4795.5000000000009 18.500000000000004 2341.0000000000005 7.5630913137471625 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=-0.076702556668541838 -0.00017090888930901282 0.058588367989838443 -0.055076446210604882 0.085611526092271295 -0.049129588014461406 0.078709915369084602 leaf_weight=1.2983935101656232 68.463538659736514 2.3925676057115188 4.554381266818381 2.016963576199486 4.1535818686243138 3.0563454746734342 leaf_count=214 552 63 169 50 218 30 internal_value=-0.000148685 0.0010257 -0.000648842 0.00254182 0.000327723 0.0032 internal_weight=85.9358 84.6374 82.2448 77.6904 75.6735 71.5199 internal_count=1296 1082 1019 850 800 582 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=7 num_cat=0 split_feature=1 4 0 10 11 0 split_gain=0.962254 7.38496e-07 1.44661e-07 4.97075e-08 3.60122e-08 3.16682e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 12.500000000000002 3.6336500000000007 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075106731518782693 -0.075478596645502549 -0.075181214546105379 -0.075095119097919188 -0.075074516054710494 -0.07518593168644723 -0.075136825763196566 leaf_weight=0.57869606022723019 0.065376302576623968 0.47865102713694807 0.31422137672052464 0.23548063306225231 0.090942446666304022 0.43285434122662991 leaf_count=101 21 147 505 272 32 218 internal_value=-0.0355575 -0.0751494 -0.0751355 -0.0751151 -0.0751265 -0.0751193 internal_weight=2.19622 1.61753 1.55215 1.0735 0.838018 0.747076 internal_count=1296 1195 1174 1027 755 723 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=7 num_cat=0 split_feature=21 21 19 0 0 4 split_gain=0.589521 1.38159 4.02882 0.848575 1.72722 2.39131 threshold=0.87754343040000016 0.78205706045000012 0.21249498540000003 0.0050445000000000012 5.1500000000000012e-05 149.00000000000003 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=0.1832657378588638 0.063948282536312948 -0.085153299994582529 0.061130520178391226 0.0056466671153019331 -0.074838938514396894 -0.027123281548715211 leaf_weight=1.2101047940086571 1.4772728285752226 1.8523294958285976 4.2295188391581187 55.762326988624409 4.2635676786303511 11.201114643365145 leaf_count=28 18 15 127 1027 25 56 internal_value=0.00136306 0.000185572 0.00224743 -0.000655581 -0.0184998 -0.00293302 internal_weight=79.9962 78.519 76.6666 75.4565 19.6942 15.4306 internal_count=1296 1278 1263 1235 208 183 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=7 num_cat=0 split_feature=0 2 3 3 4 6 split_gain=0.839411 0.940488 1.06065 1.33826 1.30544 2.01364 threshold=60.179807500000003 78.000000000000014 65.500000000000014 14.500000000000002 6106.0000000000009 84.869127631984739 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=-0.0023713056183699505 0.080281455219771425 -0.086034819661906889 0.079265152328929583 -0.050440303878760522 -0.077824701535735244 0.075370376525633526 leaf_weight=60.773331768170465 1.2742858040146519 1.295405676588415 1.646948798559605 5.2634507622569791 1.0492281196638931 4.7079835957847536 leaf_count=943 13 24 36 116 57 107 internal_value=-0.000197583 -0.00156978 -7.99271e-05 -0.0019001 0.00194008 0.0474512 internal_weight=76.0106 74.7363 73.4409 71.794 66.5305 5.75721 internal_count=1296 1283 1259 1223 1107 164 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=7 num_cat=0 split_feature=20 19 19 20 21 21 split_gain=0.769292 1.92282 1.90704 0.948789 1.92138 1.97394 threshold=0.79922031560000006 0.71761699185000005 0.60557055170000018 0.14629638740000003 0.22032349530000003 0.51750115670000008 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=0.084496140675566461 -0.041637956877667887 0.053851023778796969 -0.095102563290606762 -0.11429549124598692 0.062653447023842901 -0.0036049547972856104 leaf_weight=1.3103763502440413 4.2531920705805524 6.5689838953549033 2.1635976254474363 1.4755223588435908 4.8343460795003921 64.29558474465739 leaf_count=11 27 38 24 17 25 1154 internal_value=-0.000187622 0.00199836 -0.00259967 0.000183297 -0.00138148 0.00102858 internal_weight=84.9016 80.6484 74.0794 71.9158 70.6055 69.1299 internal_count=1296 1269 1231 1207 1196 1179 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=7 num_cat=0 split_feature=2 4 11 3 3 20 split_gain=0.91925 6.57528e-07 1.14311e-07 4.62463e-08 2.12757e-08 1.82014e-08 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 3.5000000000000004 1.5000000000000002 0.82662768545000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.07510371255710846 -0.075461093810663182 -0.075115854287515008 -0.075164318313988093 -0.07509279942074179 -0.075162436072897132 -0.075227016710755767 leaf_weight=0.55974414641968939 0.060943229123949672 0.22831690328894161 0.31719181218068127 0.66212119771080324 0.17185396916465834 0.05421509884763509 leaf_count=101 21 204 123 721 113 13 internal_value=-0.0342037 -0.0751394 -0.0751257 -0.075109 -0.0751359 -0.0751735 internal_weight=2.05439 1.49464 1.4337 1.06229 0.400171 0.371407 internal_count=1296 1195 1174 1038 317 136 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=7 num_cat=0 split_feature=20 20 19 20 13 9 split_gain=0.600944 1.00274 0.623847 0.89919 0.596658 0.752494 threshold=0.22962730905000003 0.4600991463500001 0.40827487255000006 0.67153127420000003 49199.500000000007 6.0966438103189775 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=0.054053052030935522 -0.05371919387257873 0.042395849663891642 -0.057455652067746381 -0.0044575840882684365 -0.051969814371939829 0.017622626943478891 leaf_weight=2.0963534346083179 3.3499654532643035 3.6726795167196542 2.6118368215393275 40.402546759694815 1.9634393176529545 24.975996473804116 leaf_count=36 45 40 31 485 77 582 internal_value=0.00122677 -0.00021189 0.00222266 0.000113511 0.00234631 0.00397753 internal_weight=79.0728 76.9765 73.6265 69.9538 67.342 65.3785 internal_count=1296 1260 1215 1175 1144 1067 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=7 num_cat=0 split_feature=0 2 3 6 9 2 split_gain=0.774665 0.852498 0.97894 1.22299 1.07226 2.31798 threshold=60.179807500000003 78.000000000000014 65.500000000000014 125.38956572919442 7.9630134945512436 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=0.0032758615272605938 0.079883942893190119 -0.0843747663326605 0.078950252755864508 -0.059341374822771326 0.059767325323121713 -0.076539565828314393 leaf_weight=60.676172755658627 1.189097384456544 1.2200406845659006 1.5340728498995293 3.5100719733163706 2.9877483695745459 3.870740571175701 leaf_count=880 13 24 36 76 55 212 internal_value=-0.000187447 -0.00147761 -8.41209e-05 -0.00179071 0.00120045 -0.0015105 internal_weight=74.9879 73.7988 72.5788 71.0447 67.5347 64.5469 internal_count=1296 1283 1259 1223 1147 1092 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=7 num_cat=0 split_feature=9 8 8 10 9 2 split_gain=0.710785 1.46544 2.43428 0.999775 1.30742 0.995833 threshold=7.848168949681571 6.7263909492949656 6.1280635621099249 35.000000000000007 7.9966239479282715 14.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 5 4 -2 -1 right_child=3 -3 -4 -5 -6 -7 leaf_value=-0.00019869097726320508 -0.078620667287410684 0.063366130051283873 -0.10532593609936941 0.054251324449028332 0.068331902229386954 0.05621160195139209 leaf_weight=69.334144577660481 3.7829011460999018 3.741275291889905 2.1622088660951695 1.0266491454094646 0.72078193328343321 3.2773923119530073 leaf_count=788 268 19 124 39 30 28 internal_value=-0.000150869 0.00228981 -0.000766115 -0.0348017 -0.055102 0.00234744 internal_weight=84.0454 78.515 74.7737 5.53033 4.50368 72.6115 internal_count=1296 959 940 337 298 816 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=7 num_cat=0 split_feature=2 4 0 10 11 0 split_gain=0.849835 5.28768e-07 9.17557e-08 3.2378e-08 2.4176e-08 2.03365e-08 threshold=1.0000000180025095e-35 109.00000000000001 0.0050445000000000012 25.000000000000004 12.500000000000002 3.6336500000000007 decision_type=8 8 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075096252131692867 -0.075428212978279591 -0.075155650938490456 -0.075081140043856895 -0.075062920295219188 -0.075161276427236079 -0.075117430984988492 leaf_weight=0.51859682053327549 0.056688924261834361 0.40888584055937827 0.26691291773749981 0.19861151449731551 0.077587125211721286 0.36634397675516084 leaf_count=101 21 147 505 272 32 218 internal_value=-0.0339878 -0.0751292 -0.0751163 -0.0750986 -0.0751086 -0.0751021 internal_weight=1.89363 1.37503 1.31834 0.909456 0.710844 0.633257 internal_count=1296 1195 1174 1027 755 723 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=7 num_cat=0 split_feature=15 16 9 7 9 4 split_gain=0.559429 1.11655 0.783467 1.80008 1.7332 2.23331 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 76.179491188569415 5.6936226724332188 467.50000000000006 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=-0.0021247263041996559 -0.058741959805342116 0.077863408162264336 0.0052436924627648641 0.081070452923181421 -0.042598572197213892 0.074316932266864102 leaf_weight=40.95686853735242 3.3983151731081298 0.72618738096207369 15.883692651754247 3.8992997333407393 9.2056536581367236 4.2153584426268926 leaf_count=444 98 81 266 199 125 83 internal_value=0.00115513 -0.0346903 0.00314869 0.0201894 -0.00305082 0.00500862 internal_weight=78.2854 4.1245 74.1609 19.783 54.3779 45.1722 internal_count=1296 179 1117 465 652 527 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=7 num_cat=0 split_feature=5 0 3 5 0 0 split_gain=0.822612 1.54578 1.31392 1.94025 3.42291 2.13024 threshold=59.000000000000007 0.00078450000000000015 3.5000000000000004 126.00000000000001 20.977093000000004 0.018991500000000005 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.07695300523781913 0.070872460472429274 0.041379487486634864 0.0046072901098711122 -0.088100976701002642 0.10185701453050477 -0.083890232290193545 leaf_weight=1.3701252864557307 3.0556627810001364 2.0281611680984479 57.194089333643205 4.0495279980823389 2.2447793781757355 4.1051507797092199 leaf_count=217 9 6 853 103 7 101 internal_value=-0.000188282 0.0012589 -0.00179641 -0.0312673 -0.00379696 -0.0424661 internal_weight=74.0475 72.6774 69.6217 12.4276 8.37809 6.13331 internal_count=1296 1079 1070 217 114 107 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=7 num_cat=0 split_feature=21 21 21 21 19 19 split_gain=0.926476 2.19463 1.95682 1.26049 1.21248 1.30141 threshold=0.15113386645000002 0.16093797035000004 0.22032349530000003 0.51750115670000008 0.31700097185000004 0.76784945660000015 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.086795539452523607 0.12959722425449158 -0.074368426140038024 0.036043315677261399 0.0012049002265162017 -0.094543840313440708 0.011859286374691379 leaf_weight=1.2159126168407963 1.3087333391886204 3.4734243561397307 9.7116449126042408 62.678625675966032 2.8184740939468602 1.94118427101057 leaf_count=27 3 12 54 1135 48 17 internal_value=-0.000145856 0.00114007 -0.000945136 0.00236051 -0.00249008 -0.0511483 internal_weight=83.148 81.9321 80.6234 77.1499 67.4383 4.75966 internal_count=1296 1269 1266 1254 1200 65 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=7 num_cat=0 split_feature=1 4 11 10 21 0 split_gain=0.777879 4.29919e-07 7.60981e-08 2.57661e-08 1.16292e-08 1.15969e-08 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 25.000000000000004 0.22032349530000003 0.0050445000000000012 decision_type=8 8 8 10 8 10 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075088374462418339 -0.075399354967475948 -0.07512856002126618 -0.075184550127914959 -0.075059005311903459 -0.075139463860274813 -0.075095590581387928 leaf_weight=0.47334158420562744 0.052848772262222732 0.13017796428175632 0.074861371191218495 0.17745002837182255 0.24260809562110819 0.59126884074066766 leaf_count=101 21 67 22 243 114 728 internal_value=-0.0343181 -0.0751201 -0.075108 -0.0750931 -0.0751501 -0.0751015 internal_weight=1.74256 1.26922 1.21637 0.898897 0.317469 0.721447 internal_count=1296 1195 1174 1038 136 795 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=7 num_cat=0 split_feature=21 21 20 20 7 19 split_gain=0.543414 0.62525 0.666657 0.981896 0.869221 0.794048 threshold=0.15113386645000002 0.31759829255000005 0.5518477126000001 0.19713035280000005 83.814145346247159 0.40023368865000003 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.052997940751164797 -0.041925637031799794 -0.00041784021394013253 0.095960889302451058 -0.052231768488880365 0.056403669327799534 0.0054358941409670411 leaf_weight=1.956720012007281 3.456345199723728 61.404018781147897 1.5947048729285596 3.5115907541476181 2.8156300932168952 2.4694430470699436 leaf_count=27 36 1117 18 47 19 32 internal_value=0.000971186 -0.00038163 0.00161836 -0.000742077 0.00207343 0.0409564 internal_weight=77.2085 75.2517 71.7954 67.7312 64.2196 4.06415 internal_count=1296 1269 1233 1183 1136 50 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=7 num_cat=0 split_feature=5 0 3 5 0 0 split_gain=0.755904 1.37556 1.1784 1.79691 2.97871 1.95873 threshold=59.000000000000007 0.00078450000000000015 3.5000000000000004 126.00000000000001 20.977093000000004 0.018991500000000005 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.076828602815926086 0.068020391039958758 0.038230511558783299 0.0042498813059828741 -0.087246248919686756 0.09425921152888915 -0.083247349757036959 leaf_weight=1.266038442874559 2.9470143616199485 2.0283859223127347 56.72417401621351 3.78633900405839 2.2412099540233612 3.8404659423977137 leaf_count=217 9 6 853 103 7 101 internal_value=-0.000233291 0.00112169 -0.00175138 -0.0303665 -0.00381103 -0.0412623 internal_weight=72.8336 71.5676 68.6206 11.8964 8.11006 5.86885 internal_count=1296 1079 1070 217 114 107 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=7 num_cat=0 split_feature=19 19 0 8 8 7 split_gain=0.677038 1.49908 0.697468 1.98981 2.96437 1.46258 threshold=0.05462140120000001 0.14794597680000002 18.636041000000002 4.4954850976912946 4.939271738043824 76.317822447666359 decision_type=8 8 10 10 10 10 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=0.068576041473563373 -0.10011789487799315 0.0083933877595958068 -0.086709898849878481 0.11757646683835846 -0.050783749810415335 -0.040280918819019323 leaf_weight=1.4158134173485448 1.5029220764408817 64.850804950066959 3.2907068319618693 1.7381753027439115 2.6254931746516377 6.8228290067054322 leaf_count=9 15 847 38 3 87 297 internal_value=2.19934e-05 -0.00117878 0.000695686 -0.0279972 0.016279 0.00375993 internal_weight=82.2467 80.8309 79.328 7.65438 4.36367 71.6736 internal_count=1296 1287 1272 128 90 1144 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=7 num_cat=0 split_feature=1 0 0 10 11 0 split_gain=0.713309 1.6115e-07 9.48634e-08 2.01957e-08 1.59157e-08 1.0698e-08 threshold=1.0000000180025095e-35 0.0039970000000000014 5.1500000000000012e-05 25.000000000000004 12.500000000000002 3.6336500000000007 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075080910856894431 -0.075135453971750379 -0.075071770548507832 -0.075250025345784038 -0.075054668013882553 -0.075139684241422033 -0.075100010348645926 leaf_weight=0.43277826020494103 0.29276912758359663 0.23525319970576675 0.095953546289820224 0.17146866889379453 0.066493003396317363 0.31212865412817337 leaf_count=101 143 509 20 273 32 218 internal_value=-0.0346592 -0.0751111 -0.0751637 -0.075085 -0.0750935 -0.0750879 internal_weight=1.60684 1.17407 0.388723 0.785344 0.613875 0.547382 internal_count=1296 1195 163 1032 759 727 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=7 num_cat=0 split_feature=21 21 20 21 20 15 split_gain=0.519027 1.26738 1.30084 1.01877 1.04493 0.475833 threshold=0.87754343040000016 0.78205706045000012 0.85083350740000008 0.11311668870000001 0.70609670795000012 4.5000000000000009 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=0.094845495974178462 0.058824510780027567 -0.084879256826358163 0.099211335268288098 0.0021648734214565995 -0.085039153053461394 -0.033743369010071092 leaf_weight=1.1118277721107004 1.5139910128200416 1.7313501829048608 1.3425656892359246 65.485821644659154 1.4706616500625376 3.9107200731523326 leaf_count=19 18 15 16 1035 14 179 internal_value=0.000855428 -0.000313942 0.00168291 -0.000136211 -0.00162637 0.000141328 internal_weight=76.5669 75.0529 73.3216 71.979 70.8672 69.3965 internal_count=1296 1278 1263 1247 1228 1214 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=7 num_cat=0 split_feature=19 19 21 21 20 20 split_gain=0.755128 3.1836 1.88924 2.94166 2.61593 2.48934 threshold=0.40827487255000006 0.49428016580000006 0.74203080305000013 0.53514027195000013 0.79922031560000006 0.67153127420000003 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=-0.025540083229150714 0.10707417037343357 -0.0026825190705596722 -0.11052913265283104 0.11200203728469585 0.12797978266123317 -0.12937307707692403 leaf_weight=10.150311970675828 2.8521199851529673 51.907113195746206 1.5366891433077388 2.3250816675135857 1.4874001861899149 1.5987130299909029 leaf_count=69 15 1152 25 20 6 9 internal_value=-0.000264434 0.0038932 -0.00110696 0.00182662 -0.00283153 -0.00646794 internal_weight=71.8574 61.7071 58.855 57.3183 54.9932 53.5058 internal_count=1296 1227 1212 1187 1167 1161 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=7 num_cat=0 split_feature=5 6 3 4 8 0 split_gain=0.624575 1.30351 1.04286 1.13719 1.44389 2.2749 threshold=4795.5000000000009 84.083940775398517 11.500000000000002 2341.0000000000005 5.2927476730057128 0.10875250000000002 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=-0.0052167406549364394 0.067176057263566222 -0.05713271693257313 0.056756929971467189 -0.057284075365453581 -0.030345551035271218 0.053134441739579708 leaf_weight=53.513224724767497 1.0482714790850867 4.3193993353052065 3.3775813357206053 3.3172421922790809 4.5850090128369621 11.333130858838556 leaf_count=503 10 229 51 246 68 189 internal_value=0.000112844 -0.032856 0.00243748 -8.44664e-05 0.00264838 0.0290891 internal_weight=81.4939 5.36767 76.1262 72.7486 69.4314 15.9181 internal_count=1296 239 1057 1006 760 257 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=7 num_cat=0 split_feature=1 4 11 3 3 0 split_gain=0.667076 2.76991e-07 4.70516e-08 1.8759e-08 9.05031e-09 7.64087e-09 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 3.5000000000000004 1.5000000000000002 4.0072915000000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075075909334525043 -0.075344565173979486 -0.075084825577923064 -0.075128641797729379 -0.075067879724759243 -0.07509401798172978 -0.07514347189184617 leaf_weight=0.40662253112532198 0.045593583432491536 0.16750072693685059 0.27012880967231478 0.47622149512608303 0.058691012964118272 0.066801984852645546 leaf_count=101 21 204 136 721 63 50 internal_value=-0.0341621 -0.0751033 -0.0750927 -0.0750801 -0.0751 -0.0751203 internal_weight=1.49156 1.08494 1.03934 0.769215 0.292994 0.125493 internal_count=1296 1195 1174 1038 317 113 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=7 num_cat=0 split_feature=21 19 20 20 20 21 split_gain=0.780721 0.592855 0.615636 0.985275 1.92664 0.580376 threshold=0.11311668870000001 0.62016148010000005 0.19713035280000005 0.4600991463500001 0.62403724860000009 0.38436250545000006 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -3 right_child=1 5 3 4 -6 -7 leaf_value=0.082097164576638834 0.075436045491524273 0.0033240205844522631 -0.065581937640981941 0.11609498053921907 0.00034768256500362351 -0.068442742395287789 leaf_weight=1.1670312318019567 1.1212727802339939 2.0898633406031877 2.1697225944371894 1.4703263991978017 65.538556686951779 2.4453702347818753 leaf_count=21 17 19 26 25 1147 41 internal_value=0.000936326 -0.000329353 0.00193135 0.000739962 0.00288744 -0.0353722 internal_weight=76.0021 74.8351 70.2999 69.1786 67.0089 4.53523 internal_count=1296 1275 1215 1198 1172 60 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=7 num_cat=0 split_feature=10 10 6 5 0 0 split_gain=0.726072 1.5579 0.868606 1.14759 0.796794 1.67631 threshold=35.000000000000007 30.500000000000004 125.38956572919442 23469.000000000004 5.8022020000000003 0.071170500000000012 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=0.0023395238366150147 -0.075799977416447423 0.069378648908301685 -0.083894892290148473 0.043461294574744458 0.021919087268942615 -0.049299468340438732 leaf_weight=42.131662287167273 1.250947210472076 3.1861157868988803 2.6487090047448869 0.96541862795129407 13.654494831338523 7.3887999727157867 leaf_count=496 141 61 62 18 131 387 internal_value=-0.000286833 0.00106312 -0.00219582 -0.0498751 0.000531828 -0.00536538 internal_weight=71.2261 69.9752 66.7891 3.61413 63.175 49.5205 internal_count=1296 1155 1094 80 1014 883 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.59336 1.1375 0.726902 2.34345 2.09425 1.65978 threshold=0.22032349530000003 0.24581294725000002 0.40827487255000006 0.71761699185000005 0.78284244235000011 0.57662382435000004 decision_type=8 8 8 8 8 8 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=-0.030966698363421759 0.082374610472012194 0.084708574963017785 -0.073648468109968154 0.093867468741165985 -0.0016733409192583794 -0.0083829723622456161 leaf_weight=5.7450171470700298 1.7364225587807596 3.1994859152473509 4.3804831302259117 2.3883351502008736 58.269737068912946 4.7716565191512927 leaf_count=42 6 28 51 9 1138 22 internal_value=2.75949e-06 0.00238308 0.00048061 -0.00301258 0.00208846 0.0289824 internal_weight=80.4911 74.7461 73.0097 65.0386 60.6581 7.97114 internal_count=1296 1254 1248 1198 1147 50 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=7 num_cat=0 split_feature=1 4 11 3 3 20 split_gain=0.624618 2.2152e-07 3.72807e-08 1.48141e-08 7.16374e-09 4.73184e-09 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 3.5000000000000004 1.5000000000000002 0.82662768545000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075071998526050635 -0.075319844023427493 -0.075078711296388087 -0.075113655814095723 -0.075063040338990694 -0.075111523280620651 -0.075152684836092498 leaf_weight=0.3827930964762345 0.042330908821895386 0.15546376220299873 0.21320198638568399 0.43842061517716502 0.11632691358681768 0.036361776001285762 leaf_count=101 21 204 123 721 113 13 internal_value=-0.0335888 -0.075096 -0.0750861 -0.0750744 -0.0750928 -0.0751193 internal_weight=1.3849 1.00211 0.959775 0.710211 0.271791 0.249564 internal_count=1296 1195 1174 1038 317 136 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=7 num_cat=0 split_feature=21 6 2 2 3 0 split_gain=0.645589 0.513233 0.496385 1.16962 1.76911 1.88922 threshold=0.11311668870000001 128.71147821476768 9.5000000000000018 5.5000000000000009 4.5000000000000009 4.6811795000000016 decision_type=8 10 10 10 8 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.07342081002860032 0.00076747014635503055 0.055073372138029146 0.014145768306118479 -0.1296986707494224 0.021926464913847123 -0.072665688391676961 leaf_weight=1.2038626973517237 46.761294597294182 1.6312518566846836 15.6322260776069 1.6982865929603548 4.9939556790050119 3.6579645518213511 leaf_count=21 507 14 552 3 149 50 internal_value=0.000776284 -0.000399569 -0.00164353 -0.00596528 -0.0363833 -0.0180664 internal_weight=75.5788 74.375 72.7437 57.1115 10.3502 8.65192 internal_count=1296 1275 1261 709 202 199 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=7 num_cat=0 split_feature=5 5 0 3 5 0 split_gain=0.686362 1.28747 1.16175 1.3505 1.42234 2.75068 threshold=59.000000000000007 63.000000000000007 0.00050550000000000009 3.5000000000000004 126.00000000000001 20.977093000000004 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=-0.076723847824005112 0.11314805722152105 0.091572077513326661 -0.045508959030464105 0.0041011683023315579 -0.086837032976779763 0.084426253341054608 leaf_weight=1.1544263903051604 1.0091437697410572 1.3394728899002064 6.0831148494034988 54.954649601888377 3.4830421092919996 2.2252252399921417 leaf_count=217 2 4 110 853 103 7 internal_value=-0.00025308 0.00102459 -0.000637276 -0.00248775 -0.0331959 -0.0107084 internal_weight=70.2491 69.0946 68.0855 66.746 11.7914 8.30834 internal_count=1296 1079 1077 1073 220 117 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 19 split_gain=0.588849 1.39152 0.655726 2.38642 1.91389 1.62833 threshold=0.05462140120000001 0.14794597680000002 0.49547151335000006 0.29446832075000001 0.40717228950000001 0.34252057850000006 decision_type=8 8 8 8 8 10 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=0.065884955351857996 -0.098823247649641066 0.092380559624386127 -0.078621191040931585 0.087074895121148299 -0.0014499260198804088 -0.0016172685680727963 leaf_weight=1.3366777765331788 1.429127709881868 2.6277605827781354 3.8888320397818461 2.5426765229785815 61.826912350035855 6.1703247994009871 leaf_count=9 15 14 23 8 1164 63 internal_value=7.04699e-05 -0.00105041 0.000762936 -0.00254893 0.00204691 0.0264575 internal_weight=79.8223 78.4856 77.0565 68.2584 64.3696 8.79809 internal_count=1296 1287 1272 1195 1172 77 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=7 num_cat=0 split_feature=1 4 11 3 3 0 split_gain=0.576219 1.80528e-07 2.94922e-08 1.14854e-08 5.97684e-09 4.54087e-09 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 3.5000000000000004 1.5000000000000002 4.0072915000000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075066572717136668 -0.075298277319753526 -0.075072245674789914 -0.075110405662727808 -0.07505838274847372 -0.07508153863791657 -0.075122695574232234 leaf_weight=0.35294873546808958 0.039424750546459109 0.14377077389508486 0.2299669757776428 0.4054607565922197 0.050456030701752752 0.057195074739865959 leaf_count=101 21 204 136 721 63 50 internal_value=-0.0336597 -0.0750889 -0.0750796 -0.0750688 -0.0750856 -0.0751034 internal_weight=1.27922 0.926274 0.88685 0.656883 0.251422 0.107651 internal_count=1296 1195 1174 1038 317 113 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=7 num_cat=0 split_feature=21 19 19 13 10 9 split_gain=0.538664 0.508406 0.565307 0.503531 0.63248 0.565154 threshold=0.11311668870000001 0.62016148010000005 0.80761829820000008 49199.500000000007 19.500000000000004 6.0966438103189775 decision_type=8 10 10 10 10 8 left_child=-1 3 -3 5 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=0.066212559973836016 -0.0048865840225230141 -0.05940948420041231 0.016289654665705363 0.029441052577094191 -0.093909673355858148 0.013594341459489659 leaf_weight=1.2333142668940125 38.48236410447862 2.8788539635715997 1.5007973085157571 0.64326919266022642 1.1749319564551113 29.029311383841559 leaf_count=21 524 32 28 38 39 614 internal_value=0.000670714 -0.000425937 -0.0334693 0.00166145 -0.0502689 0.00306002 internal_weight=74.9428 73.7095 4.37965 69.3299 1.8182 67.5117 internal_count=1296 1275 60 1215 77 1138 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=7 num_cat=0 split_feature=7 7 7 0 5 6 split_gain=0.890653 1.34572 1.00277 0.87 2.09954 1.98999 threshold=83.238385987938244 78.999015316736262 77.399719452751199 0.0050445000000000012 108.50000000000001 109.1549760003354 decision_type=10 10 10 8 8 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.061806196502065161 -0.09271899125223089 0.054637487684483677 -0.091978597162864037 -0.081979042993945178 0.00017609674316385193 -0.084303883557154805 leaf_weight=5.05229040767881 1.024730784818529 4.4096145133953533 1.2278148127370503 3.3037527354899785 53.226712290314026 1.1430551949888466 leaf_count=180 14 136 67 146 746 7 internal_value=-0.000181314 0.00120578 -0.00247835 -0.000726441 -0.00462521 0.0348486 internal_weight=69.388 68.3632 63.9536 62.7258 56.5305 6.19535 internal_count=1296 1282 1146 1079 892 187 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=7 num_cat=0 split_feature=0 0 7 0 0 7 split_gain=0.589327 1.72641 1.72852 1.32117 1.42514 1.24582 threshold=18.636041000000002 31.825229500000003 81.236504549267366 10.015603000000002 7.735030000000001 76.317822447666359 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=0.0073548842776936813 -0.083876702554885441 -0.02790511335800093 0.11517301408702668 0.060715002642981075 -0.062880916645463983 -0.040574722904157381 leaf_weight=58.879386334956507 3.0689589781686655 2.7520673251710837 1.2180784940719602 3.7306087794713667 3.4652263028547159 5.9732562841381869 leaf_count=805 56 70 2 39 34 290 internal_value=6.79504e-05 -0.0275491 0.0159926 0.00276613 -0.000398267 0.00294033 internal_weight=79.0876 7.0391 3.97015 72.0485 68.3179 64.8526 internal_count=1296 128 72 1168 1129 1095 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=7 num_cat=0 split_feature=1 4 11 3 3 14 split_gain=0.540771 1.41293e-07 2.30714e-08 9.43081e-09 5.13546e-09 3.19821e-09 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 3.5000000000000004 1.5000000000000002 2.5000000000000004 decision_type=8 8 8 10 10 8 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075062862115311532 -0.0752748270464631 -0.07506661796217258 -0.075072451343392688 -0.075053905192681999 -0.075096644942603041 -0.075107091517030156 leaf_weight=0.33327190601266921 0.036464839766267687 0.13223974735592492 0.031245076599589083 0.37464429685860523 0.10005284458748065 0.18135157135839108 leaf_count=101 21 204 43 721 113 93 internal_value=-0.0330067 -0.0750822 -0.0750737 -0.0750637 -0.0750796 -0.075102 internal_weight=1.18927 0.855998 0.819534 0.606937 0.232293 0.212597 internal_count=1296 1195 1174 1038 317 136 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=7 num_cat=0 split_feature=4 4 3 5 0 0 split_gain=0.487714 1.53585 2.13271 1.08544 1.05263 0.825693 threshold=126.00000000000001 149.00000000000003 1.0000000180025095e-35 76.000000000000014 3.5000000000000004e-05 0.018991500000000005 decision_type=8 8 8 8 10 10 left_child=4 -2 -3 -4 -1 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.065115497312369847 0.086718238828900396 -0.083430517955829953 0.063909715701086361 0.0015609912312757311 -0.081003300019920912 -0.0086620639081730604 leaf_weight=1.1436037211096834 2.1391727700829497 2.8858165293931952 2.9315881095826617 58.739116813987494 2.7136860117316246 3.7693298943340778 leaf_count=118 37 18 47 1023 14 39 internal_value=0.000616059 0.00335536 0.000593016 0.00452481 -0.0233395 -0.0389429 internal_weight=74.3223 66.6957 64.5565 61.6707 7.62662 6.48302 internal_count=1296 1125 1088 1070 171 53 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=7 num_cat=0 split_feature=10 10 15 7 9 2 split_gain=0.699394 1.35643 0.799594 0.915361 1.78794 1.61177 threshold=35.000000000000007 30.500000000000004 6.5000000000000009 73.883603989971604 7.9102388992724508 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.0019051246478875425 -0.075770145873695002 0.067655027445470875 0.081341243471581393 0.011622640394717488 0.08244737633378714 -0.061698721925487678 leaf_weight=48.512265308498172 1.2034972485853348 2.9323840741999438 1.1339314682409156 5.5280987396836263 2.6500533930957308 6.5507864278042689 leaf_count=693 141 61 14 53 26 308 internal_value=-0.000210466 0.00114058 -0.00188925 -0.00338159 0.00246408 -0.028142 internal_weight=68.511 67.3075 64.3751 63.2412 51.1623 12.0789 internal_count=1296 1155 1094 1080 719 361 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=7 num_cat=0 split_feature=4 4 0 4 4 9 split_gain=0.563208 2.29421 0.885172 0.859518 1.96288 1.94889 threshold=24525.000000000004 4353.5000000000009 12.063775500000002 999.50000000000011 1128.5000000000002 6.3612798134638968 decision_type=10 10 10 10 8 10 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=0.00256073625313006 0.083330147619276249 -0.078279109110291928 -0.033208448578891832 0.087423613557239613 0.00025055958614516883 -0.066434140258933946 leaf_weight=55.076564040100493 1.902049697004258 3.7063837145105927 0.99151636171154667 3.6956512928009007 8.5797559038619511 4.4228194244205943 leaf_count=519 26 317 50 20 294 70 internal_value=0.000100622 -0.00155913 0.0433967 0.00240262 0.026495 -0.00256792 internal_weight=78.3747 75.4812 2.89357 71.7748 12.2754 59.4994 internal_count=1296 1220 76 903 314 589 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=7 num_cat=0 split_feature=1 0 0 11 3 3 split_gain=0.511154 5.88445e-08 8.02321e-08 1.93047e-08 6.83977e-09 5.30063e-09 threshold=1.0000000180025095e-35 0.00050550000000000009 5.1500000000000012e-05 15.500000000000002 3.5000000000000004 1.5000000000000002 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075059944189151379 -0.075077612691574078 -0.075055939973139779 -0.075292889674726318 -0.075094643530511263 -0.075049579532949703 -0.075090739416679486 leaf_weight=0.31895098078530282 0.043820435792440549 0.084784717124421149 0.028618649346753955 0.19744054388138466 0.33944069928475074 0.090483092368231155 leaf_count=101 64 157 5 136 721 112 internal_value=-0.0316834 -0.0750768 -0.0751627 -0.0750681 -0.0750579 -0.0750739 internal_weight=1.10354 0.784588 0.0724391 0.712149 0.514709 0.175268 internal_count=1296 1195 69 1126 990 269 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=7 num_cat=0 split_feature=0 0 7 0 0 0 split_gain=0.480876 0.787639 1.60762 1.20472 2.66228 1.60799 threshold=41.369700000000009 30.035993500000004 83.814145346247159 8.0202915000000008 7.5801165000000008 4.6811795000000016 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=0.0026195088970679481 -0.040396077903450241 0.039901983441453223 0.11342051345293701 -0.047440653349949874 0.15807171183876931 -0.066925680015682082 leaf_weight=53.737964070634916 2.7662488318746901 5.113490877673029 1.2081854492425907 5.5723116935696444 1.0624943948350836 3.5439198845997444 leaf_count=991 33 65 11 90 12 94 internal_value=0.000500104 0.00211075 -0.000856554 -0.00301668 0.00122614 -0.00168312 internal_weight=73.0046 70.2384 65.1249 63.9167 58.3444 57.2819 internal_count=1296 1263 1198 1187 1097 1085 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=7 num_cat=0 split_feature=0 2 3 3 4 8 split_gain=0.696007 0.709762 0.842894 1.01769 1.05188 1.61536 threshold=60.179807500000003 78.000000000000014 65.500000000000014 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=0.0054261801907138744 0.079352962238176394 -0.082404300042381237 0.078550493941999755 -0.049070400815011746 0.045226463065563466 -0.039810782645089388 leaf_weight=45.094038850103971 1.0817626127973188 1.0671881213784207 1.3318197815679003 4.2564101077150545 5.0457727640168732 9.5687446438823809 leaf_count=502 13 24 36 116 164 441 internal_value=-0.000213458 -0.00151043 -0.000188325 -0.00182775 0.00154001 -0.00249257 internal_weight=67.4457 66.364 65.2968 63.965 59.7086 54.6628 internal_count=1296 1283 1259 1223 1107 943 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 20 split_gain=0.523612 1.27096 0.555409 2.12327 1.64592 1.67739 threshold=0.05462140120000001 0.14794597680000002 0.49547151335000006 0.29446832075000001 0.40717228950000001 0.76392861965000003 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=0.063546224227017237 -0.096957361906328227 0.024565880097237088 -0.074765835395340319 0.082194435743958599 -0.064587194786133659 0.0032887951514677231 leaf_weight=1.2818021889834197 1.3529920006112659 8.7115470443823124 3.809403826307971 2.4668664638884366 3.8967775903147412 55.432292820900329 leaf_count=9 15 77 23 8 29 1135 internal_value=0.000167 -0.000906606 0.000842067 -0.00230815 0.00215849 -0.00116935 internal_weight=76.9517 75.6699 74.3169 65.6053 61.7959 59.3291 internal_count=1296 1287 1272 1195 1172 1164 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=7 num_cat=0 split_feature=1 4 11 3 3 0 split_gain=0.47486 9.9124e-08 1.56813e-08 5.60201e-09 3.4794e-09 2.0553e-09 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 3.5000000000000004 1.5000000000000002 4.0072915000000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075055931372668694 -0.075244241518435742 -0.075056104333199231 -0.075088567156984642 -0.075046195693237117 -0.075066482243366706 -0.075097596888749688 leaf_weight=0.29686463775578886 0.031736240489408374 0.11163198505528271 0.18372949970944319 0.31351967929367675 0.040141147706890479 0.045062112913001329 leaf_count=101 21 204 136 721 63 50 internal_value=-0.0314925 -0.0750714 -0.0750635 -0.0750545 -0.0750677 -0.0750829 internal_weight=1.02269 0.725821 0.694084 0.510355 0.196835 0.0852033 internal_count=1296 1195 1174 1038 317 113 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=7 num_cat=0 split_feature=15 16 9 8 7 0 split_gain=0.482313 0.970998 0.582642 1.47977 1.26215 1.32923 threshold=4.5000000000000009 2.0000000000000004 6.0966438103189775 6.4932345590107117 76.179491188569415 18.636041000000002 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.0029519208371887335 -0.057375868969337565 0.077684127393188529 0.046941504698513319 -0.048742792052941956 0.10347512627244011 0.040945275277725637 leaf_weight=50.666807222529314 3.1134654954075809 0.64208822883665551 8.8963245208142343 5.7583993240259552 0.87439635884948153 2.3175042364746332 leaf_count=652 98 81 244 113 69 39 internal_value=0.000608468 -0.0342846 0.00252113 0.0180592 -0.010649 -0.0230054 internal_weight=72.269 3.75555 68.5134 17.8466 8.9503 8.0759 internal_count=1296 179 1117 465 221 152 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 9 split_gain=0.633624 1.10113 0.920784 2.43658 1.38871 1.76432 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5.722926149035259 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=-0.076836146242942618 0.10835095590795983 0.042463867856976222 -0.057339885313865746 -0.025032132760291065 -0.0027925137082345074 0.080706274165271985 leaf_weight=1.0665126998064796 0.93945902585983176 4.5912216901779166 7.4941590619273475 2.385383788496255 45.408453591633588 4.6623158846050501 leaf_count=217 2 28 196 31 793 29 internal_value=-0.000377857 0.000867447 -0.000697071 -0.0040025 0.00361756 0.0449178 internal_weight=66.5475 65.481 64.5415 59.9503 52.4562 7.0477 internal_count=1296 1079 1077 1049 853 60 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=7 num_cat=0 split_feature=9 9 9 8 5 0 split_gain=0.572713 1.15834 1.10747 1.63372 3.28856 2.82713 threshold=7.848168949681571 7.5630913137471625 6.0966438103189775 4.4954850976912946 161.00000000000003 0.23259750000000004 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.0023839261824292889 -0.034678091764353491 0.049742761482054386 -0.037045466457043652 -0.022651424952012861 -0.09647112734776464 0.07072666936427989 leaf_weight=42.156579677357513 4.4399897417169987 4.807944015832617 7.5884471968747667 5.3462590337730935 3.6571117509156457 8.2389628542587143 leaf_count=423 337 151 156 108 42 79 internal_value=0.000175496 0.00233092 -0.00107201 0.00352374 -0.00550725 0.0339791 internal_weight=76.2353 71.7953 66.9874 59.3989 45.8137 13.5852 internal_count=1296 959 808 652 465 187 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=7 num_cat=0 split_feature=1 4 14 2 4 20 split_gain=0.434737 8.03458e-08 1.20736e-08 5.12536e-09 4.80263e-09 2.41865e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 2133.0000000000005 0.85083350740000008 decision_type=8 8 8 10 10 8 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075051204220916878 -0.075227521127866973 -0.075057456734989633 -0.075078143736317618 -0.075042042148381671 -0.075104147444647912 -0.07511066238046038 leaf_weight=0.27129087515641004 0.029563020303612575 0.20952657485031523 0.11127213604049757 0.26397661621922452 0.02461868261161726 0.028790120093617588 leaf_count=101 21 354 68 716 15 21 internal_value=-0.0316969 -0.0750664 -0.0750589 -0.0750516 -0.0750624 -0.0750848 internal_weight=0.939038 0.667747 0.638184 0.498122 0.234145 0.140062 internal_count=1296 1195 1174 1085 369 89 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=7 num_cat=0 split_feature=0 6 0 6 0 4 split_gain=0.463788 0.660648 0.688079 1.40451 0.882545 2.36987 threshold=41.369700000000009 128.71147821476768 30.035993500000004 126.73898977060446 4.6811795000000016 467.50000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0091557419735987158 -0.040453642545843521 0.071701060029207883 0.036966039956761475 -0.086884821467620318 -0.027983074504649014 0.036788886883368274 leaf_weight=34.601333210710436 2.6465802916791281 1.3412629514932621 4.8836132418364278 1.8906904184259463 9.1387335502076876 16.619022377533838 leaf_count=414 33 13 65 27 183 561 internal_value=0.000621844 0.00220943 0.000821054 -0.00201459 0.00064389 0.00575151 internal_weight=71.1212 68.4747 67.1334 62.2498 60.3591 51.2204 internal_count=1296 1263 1250 1185 1158 975 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=7 num_cat=0 split_feature=0 2 5 6 4 8 split_gain=0.638099 0.624449 0.773752 1.01891 0.786707 2.74592 threshold=60.179807500000003 78.000000000000014 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=0.0053142595957883102 0.078998734018234026 -0.080934860424424201 0.042457384366271361 -0.0718501194515863 0.035389501129369144 -0.058397049791133006 leaf_weight=43.925253754161531 0.99833535053767164 0.97625797241926093 3.9598555038683108 2.085816954728215 5.4652373794233418 7.9962909625610328 leaf_count=488 13 24 91 62 186 432 internal_value=-0.000336428 -0.00156612 -0.000344598 -0.00319448 -0.000699073 -0.00449774 internal_weight=65.407 64.4087 63.4325 59.4726 57.3868 51.9215 internal_count=1296 1283 1259 1168 1106 920 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=7 num_cat=0 split_feature=5 6 3 10 3 0 split_gain=0.559743 1.09013 0.822412 0.8033 0.617379 3.59139 threshold=4795.5000000000009 84.083940775398517 11.500000000000002 35.000000000000007 2.5000000000000004 0.23259750000000004 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -3 -1 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.0061388736174379085 0.066513132666017841 -0.082028635467004618 0.053570250082199428 0.029980590787117258 -0.083580910912415249 0.011864571254482056 leaf_weight=47.892338498466415 0.87856659106910129 2.9027631676872265 2.9966032111551604 0.82147853635251511 5.4838121218490441 14.024639959388876 leaf_count=466 10 181 51 48 321 219 internal_value=0.000100574 -0.0336849 0.00230958 -0.0573221 3.05537e-05 -0.0149651 internal_weight=75.0002 4.60281 70.3974 3.72424 67.4008 19.5085 internal_count=1296 239 1057 229 1006 540 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=7 num_cat=0 split_feature=1 4 11 3 3 0 split_gain=0.401768 6.39103e-08 9.85992e-09 3.86701e-09 2.54231e-09 1.30371e-09 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 3.5000000000000004 1.5000000000000002 4.0072915000000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075047482492436382 -0.075210738738167027 -0.075047889921882133 -0.075076154483613544 -0.07503920403976598 -0.075058537834179914 -0.075085245468263437 leaf_weight=0.2513541002990678 0.027475308073917404 0.095640643747174181 0.15675107445713365 0.26030938261101255 0.034619209545780905 0.03871884974068962 leaf_count=101 21 204 136 721 63 50 internal_value=-0.0314359 -0.0750617 -0.0750547 -0.0750469 -0.0750586 -0.0750726 internal_weight=0.864869 0.613514 0.586039 0.429288 0.168979 0.0733381 internal_count=1296 1195 1174 1038 317 113 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=7 num_cat=0 split_feature=20 20 20 19 20 20 split_gain=0.492679 0.79663 0.48777 2.285 0.855926 0.866686 threshold=0.22962730905000003 0.4600991463500001 0.64170810810000012 0.52453585130000013 0.67153127420000003 0.76872615085000018 decision_type=8 8 8 8 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.04801846771560829 -0.05177883090745114 0.13536055106478223 -0.087025153726511983 -0.053118854683857686 0.083511908363823162 -0.00047249747168665751 leaf_weight=2.1250827998737805 2.9415533863939345 1.3280728874960912 1.1184738530428147 1.2473302940488795 1.2544919131323693 59.888717628724407 leaf_count=36 45 25 6 20 15 1149 internal_value=0.000606224 -0.000880305 0.00142888 0.0440754 -0.00033516 0.00125063 internal_weight=69.9037 67.7786 64.8371 2.5754 62.2617 61.1432 internal_count=1296 1260 1215 45 1170 1164 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=7 num_cat=0 split_feature=5 0 5 5 4 9 split_gain=0.588674 0.987049 0.810392 1.3085 1.19698 1.32991 threshold=59.000000000000007 0.00078450000000000015 63.000000000000007 108.50000000000001 126.00000000000001 5.6936226724332188 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076727561391413249 0.063445039306207013 0.11455231309331018 -0.057743234412963862 0.10568063225869806 -0.046197573040239845 0.0045261866394891298 leaf_weight=0.99063947920512774 2.4310040175914756 0.5954774022102346 4.0275369761511675 1.0767660737037648 5.7723937681876114 49.440583671152126 leaf_count=217 9 1 100 2 127 840 internal_value=-0.000236636 0.000959613 -0.00153416 -0.00268021 0.00125956 -0.000776869 internal_weight=64.3344 63.3438 60.9128 60.3173 56.2897 55.213 internal_count=1296 1079 1070 1069 969 967 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=7 num_cat=0 split_feature=5 6 2 10 4 8 split_gain=0.472782 1.00532 0.738741 0.728967 0.655619 1.12071 threshold=4795.5000000000009 84.083940775398517 18.500000000000004 35.000000000000007 2133.0000000000005 4.4954850976912946 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.0055044304294960093 0.065775074930491159 -0.081587387343315415 0.068825001065562261 0.028132854261901513 -0.037800276176210554 0.023794502062459616 leaf_weight=45.412752146454295 0.83882865309715171 2.6359903958800719 1.6149756738450367 0.78611034248024214 4.2157774242805308 18.323000534903258 leaf_count=462 10 181 56 48 252 287 internal_value=4.66852e-07 -0.0323343 0.00198096 -0.0563829 0.000392306 0.00291854 internal_weight=73.8274 4.26093 69.5665 3.4221 67.9515 63.7358 internal_count=1296 239 1057 229 1001 749 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=7 num_cat=0 split_feature=1 4 11 3 3 0 split_gain=0.370891 5.25185e-08 7.7929e-09 3.06056e-09 2.06347e-09 1.12296e-09 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 3.5000000000000004 1.5000000000000002 4.0072915000000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.07504407046276157 -0.075197092843029709 -0.075044220715820398 -0.075070472407336442 -0.075036268161775194 -0.075053748676603138 -0.075079576409949833 leaf_weight=0.23209671437507495 0.025647253263741732 0.08854613165021874 0.14497405261499807 0.23947030240560707 0.031792751309694722 0.035779311641817912 leaf_count=101 21 204 136 721 63 50 internal_value=-0.0314174 -0.0750573 -0.0750506 -0.0750434 -0.0750543 -0.0750674 internal_weight=0.798307 0.56621 0.540563 0.395588 0.156118 0.0675721 internal_count=1296 1195 1174 1038 317 113 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=7 num_cat=0 split_feature=21 21 21 19 21 20 split_gain=0.497767 0.464406 1.12411 2.38102 0.83784 1.55418 threshold=0.11311668870000001 0.87754343040000016 0.78205706045000012 0.21249498540000003 0.31759829255000005 0.67153127420000003 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=0.063474211267531777 0.14754116435365347 0.053901908708665458 -0.08428219994642186 -0.047811981478964087 -0.0015730112056294332 0.1193455156355489 leaf_weight=1.2349375054473055 1.0787285704864187 1.5291878340649407 1.6136862100101996 3.8003529937122948 59.131439939257689 1.0824161723139685 leaf_count=21 25 18 15 31 1168 18 internal_value=0.000553173 -0.000585577 -0.00183465 0.000209263 -0.00227348 0.000600644 internal_weight=69.4707 68.2358 66.7066 65.0929 64.0142 60.2139 internal_count=1296 1275 1257 1242 1217 1186 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 21 split_gain=0.57139 2.69993 1.74505 1.75146 1.29842 1.08641 threshold=0.40827487255000006 0.49428016580000006 0.63859783290000005 0.67224509725000015 0.33029331800000006 0.58861546590000013 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=-0.022707538809588666 0.10294209677056601 -0.078885917355349597 0.1012859836202516 -0.10556641468132255 0.0042951771675593473 -0.10085102009430941 leaf_weight=9.6960359014046826 2.606702716613654 2.7495480512006907 1.7479882956540675 1.1509202349116092 44.621708196616964 1.0047991771862133 leaf_count=69 15 30 9 18 1146 9 internal_value=-0.000359607 0.00366192 -0.00138526 0.00300608 -0.000666463 0.00197962 internal_weight=63.5777 53.8817 51.275 48.5254 46.7774 45.6265 internal_count=1296 1227 1212 1182 1173 1155 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=7 num_cat=0 split_feature=19 19 3 0 5 4 split_gain=0.495427 1.14936 0.508725 2.73306 2.17936 1.99049 threshold=0.05462140120000001 0.14794597680000002 2.5000000000000004 0.23259750000000004 307.00000000000006 219.50000000000003 decision_type=8 8 10 10 10 10 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=0.062609292835026739 -0.094979890140901149 -0.0024151206498255625 -0.069885021154185642 -0.10059817084704022 0.017732340449887224 0.053322004575270476 leaf_weight=1.247518447198672 1.2769607464724684 37.411315766621556 5.9514149349124663 1.7042970350012208 17.942283101641806 7.7313629761338225 leaf_count=9 15 382 350 52 428 60 internal_value=0.000129862 -0.000952432 0.000744885 -0.0105167 0.00746743 0.0071307 internal_weight=73.2652 72.0176 70.7407 25.598 19.6466 45.1427 internal_count=1296 1287 1272 830 480 442 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=7 num_cat=0 split_feature=1 4 11 3 3 0 split_gain=0.349014 4.22644e-08 6.48091e-09 2.38128e-09 1.52211e-09 9.88497e-10 threshold=1.0000000180025095e-35 109.00000000000001 15.500000000000002 3.5000000000000004 1.5000000000000002 4.0072915000000009 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075042013334618102 -0.075183154396280011 -0.075040994753091492 -0.075065668610228925 -0.075033414547021379 -0.075048254965932773 -0.075073581042354537 leaf_weight=0.22031911864178255 0.023839155532186851 0.081662285097991116 0.13388276077603223 0.22058993820974138 0.028851646275143139 0.033082592708524317 leaf_count=101 21 204 136 721 63 50 internal_value=-0.0304996 -0.0750531 -0.0750469 -0.0750399 -0.07505 -0.0750618 internal_weight=0.742227 0.521908 0.498069 0.364186 0.143597 0.0619342 internal_count=1296 1195 1174 1038 317 113 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=7 num_cat=0 split_feature=20 20 15 14 16 9 split_gain=0.456497 0.757838 0.477743 0.837433 1.01115 0.536262 threshold=0.22962730905000003 0.4600991463500001 4.5000000000000009 3.5000000000000004 2.0000000000000004 6.0966438103189775 decision_type=8 8 10 8 10 8 left_child=-1 -2 5 4 -4 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.046343215178417101 -0.051152961788888007 -0.0044574464872379751 -0.079822315350773942 0.096038762309046399 0.077326046951920135 0.014639645719340125 leaf_weight=2.1123967674793676 2.8690383076609578 35.629264367860742 2.4819660906214267 0.42588117718696583 0.49033351987600315 25.037078181863762 leaf_count=36 45 522 94 11 74 514 internal_value=0.000572868 -0.000871626 0.00138015 -0.0351069 -0.0538979 0.00342395 internal_weight=69.046 66.9336 64.0645 3.39818 2.9723 60.6663 internal_count=1296 1260 1215 179 168 1036 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=7 num_cat=0 split_feature=10 10 2 3 5 4 split_gain=0.56135 1.14873 0.608686 1.94398 1.65158 1.44322 threshold=35.000000000000007 30.500000000000004 8.5000000000000018 6.5000000000000009 4118.5000000000009 3222.5000000000005 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=-0.0071634927159584753 -0.075648902591344824 0.067096034473875452 -0.06845062318798531 0.06286569537226229 0.01170147060098967 0.092351567182890712 leaf_weight=42.714152563537937 0.97121522395172988 2.5202831854112437 4.6130428776377785 4.8593371100723735 5.8070097547024497 1.5088020521216083 leaf_count=587 141 61 283 57 150 17 internal_value=-0.000211801 0.000969472 -0.00183139 0.00282879 -0.0237825 -0.00376823 internal_weight=62.9938 62.0226 59.5023 49.0823 10.4201 44.223 internal_count=1296 1155 1094 661 433 604 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=7 num_cat=0 split_feature=0 8 8 0 0 7 split_gain=0.496663 1.56924 1.89775 0.959705 1.127 0.924489 threshold=18.636041000000002 4.4954850976912946 4.939271738043824 10.015603000000002 7.735030000000001 76.317822447666359 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=0.0066535652559357103 -0.084647272583185926 0.1032218683485908 -0.044910153858141677 0.057196070628197343 -0.058872703706329348 -0.038124275935888685 leaf_weight=54.864888066796993 2.6896185651421538 1.4779688417911532 2.0847939032828435 3.0593795427121213 3.107658820343203 5.033832206594524 leaf_count=805 38 3 87 39 34 290 internal_value=-4.9427e-05 -0.0269879 0.0165406 0.0025 -0.000155863 0.00289048 internal_weight=72.3181 6.25238 3.56276 66.0658 63.0064 59.8987 internal_count=1296 128 90 1168 1129 1095 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=7 num_cat=0 split_feature=1 4 14 2 4 2 split_gain=0.322851 3.3598e-08 4.83207e-09 2.13243e-09 1.77761e-09 8.63162e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 2133.0000000000005 3.5000000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075039121812562781 -0.075169473032890621 -0.07504688181040646 -0.075062401353753555 -0.075030325505632156 -0.075075521103336873 -0.075029924935587536 leaf_weight=0.20427029911661521 0.022108773846412078 0.11136988272482995 0.10240336625429336 0.18533275490517553 0.018022850686975289 0.041096751592704095 leaf_count=101 21 243 89 716 15 111 internal_value=-0.0302662 -0.0750491 -0.0750433 -0.0750378 -0.0750458 -0.0750423 internal_weight=0.684605 0.480334 0.458226 0.355822 0.170489 0.152467 internal_count=1296 1195 1174 1085 369 354 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=7 num_cat=0 split_feature=13 4 21 9 6 6 split_gain=0.412435 0.50644 0.393442 0.431439 1.36064 0.993807 threshold=49199.500000000007 2133.0000000000005 0.11311668870000001 6.0966438103189775 115.14406506322102 83.681786472726813 decision_type=10 8 8 10 10 10 left_child=2 -2 -1 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=0.057415285025265078 -0.091878332324554224 0.032826976927449888 0.0020169168100964935 0.05534932317388911 -0.0042769835540535043 -0.03779599042580601 leaf_weight=1.2505867423024026 1.0036901596467929 0.48206517763901513 40.200255368457874 5.5152621731394929 12.502975786454043 7.4283693879842749 leaf_count=21 36 41 566 260 307 65 internal_value=0.000694895 -0.0514167 0.00185226 0.000793777 0.0139742 -0.00419248 internal_weight=68.3832 1.48576 66.8974 65.6469 18.0182 47.6286 internal_count=1296 77 1219 1198 567 631 is_linear=0 shrinkage=0.1 Tree=294 num_leaves=7 num_cat=0 split_feature=5 0 3 5 0 0 split_gain=0.535893 0.89766 0.731331 1.38589 1.88302 1.65002 threshold=59.000000000000007 0.00078450000000000015 3.5000000000000004 126.00000000000001 20.977093000000004 0.018991500000000005 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.076633896336825519 0.06203311017378102 0.040135735670184247 0.0034872282272300236 -0.084684123882679041 0.076920137139451616 -0.081861077565006671 leaf_weight=0.90409006366098665 2.312807396054267 1.7573941051959971 49.085712522733957 2.8830118952319026 2.0962977409362793 3.0031854519620538 leaf_count=217 9 6 853 103 7 101 internal_value=-0.00020708 0.000923089 -0.00147953 -0.0265103 -0.00205081 -0.0368253 internal_weight=62.0425 61.1384 58.8256 9.73989 6.85688 4.76058 internal_count=1296 1079 1070 217 114 107 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=7 num_cat=0 split_feature=21 21 21 21 19 19 split_gain=0.695868 1.96058 1.35173 0.835997 0.654669 2.08792 threshold=0.15113386645000002 0.16093797035000004 0.22032349530000003 0.24581294725000002 0.40827487255000006 0.71761699185000005 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=-0.084425156475007479 0.12371396276852974 -0.064616680392452747 0.074260830119906418 0.027909283420518485 -0.07215544587877723 0.0017327934896051976 leaf_weight=0.96755006133753341 1.2775447762105614 3.2155903163511539 1.5538506063167006 7.4502456781046931 4.1226142626619549 52.870112192380475 leaf_count=27 3 12 6 50 51 1147 internal_value=-0.000195235 0.00096091 -0.0013049 0.00177986 3.2198e-05 -0.00361197 internal_weight=71.4575 70.49 69.2124 65.9968 64.443 56.9927 internal_count=1296 1269 1266 1254 1248 1198 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=7 num_cat=0 split_feature=1 4 14 2 4 2 split_gain=0.298171 2.70497e-08 3.81146e-09 1.66155e-09 1.42791e-09 6.5065e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 2133.0000000000005 3.5000000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075036318010394037 -0.075157598477582341 -0.075043278834255156 -0.075057781419749323 -0.075028176915976241 -0.075070082729366508 -0.075027990196387062 leaf_weight=0.18864903092617169 0.020538795564789325 0.1026539604208665 0.094535656375228427 0.17118494993337663 0.016671499499352649 0.03819276463764254 leaf_count=101 21 243 89 716 15 111 internal_value=-0.030277 -0.0750455 -0.0750401 -0.075035 -0.0750424 -0.0750391 internal_weight=0.632427 0.443778 0.423239 0.328703 0.157518 0.140847 internal_count=1296 1195 1174 1085 369 354 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=7 num_cat=0 split_feature=15 16 3 3 9 8 split_gain=0.415455 0.744434 0.518671 0.763962 0.651126 0.52687 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 7.9670524813829227 7.2372281076538538 decision_type=10 10 10 10 10 8 left_child=2 -2 4 -4 -1 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.0015128978726844863 -0.056593780565812803 0.077194378918573239 0.072054317345385074 0.025573882860959823 -0.062914585894468453 -0.077320644135627434 leaf_weight=58.336842466786038 2.6004013052443038 0.49508420703932632 2.5074815284460774 1.5198349803686144 1.6119822999462474 0.73991712532006193 leaf_count=961 98 81 65 31 28 32 internal_value=0.00059317 -0.035196 0.00230503 0.0340516 -0.000219512 -0.00811717 internal_weight=67.8115 3.09549 64.7161 4.76723 59.9488 2.25975 internal_count=1296 179 1117 128 989 63 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=7 num_cat=0 split_feature=10 10 10 13 10 6 split_gain=0.523966 1.03571 0.643228 0.591729 0.84612 0.585296 threshold=35.000000000000007 30.500000000000004 16.500000000000004 49181.500000000007 13.500000000000002 125.25498420013805 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=0.067369916913532155 -0.075616092339499827 0.066029808964426326 -0.07974571383211182 0.0023887336213266087 -0.080523412527363475 -0.04604104257603709 leaf_weight=1.2617711866914749 0.90927816065959532 2.3441595106851301 1.0389732132898633 51.682956972159445 1.3353479475481425 2.6220630360767236 leaf_count=125 141 61 103 702 89 75 internal_value=-0.000271468 0.000864949 -0.00177147 -0.000347738 -0.00188339 5.03508e-05 internal_weight=61.1946 60.2853 57.9411 56.9021 55.6404 54.305 internal_count=1296 1155 1094 991 866 777 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=7 num_cat=0 split_feature=9 9 9 6 8 5 split_gain=0.466907 0.973857 0.915621 1.56328 1.34598 2.6962 threshold=7.848168949681571 7.5630913137471625 6.0966438103189775 126.01722756410258 4.4954850976912946 161.00000000000003 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=0.0018105293701648135 -0.034498323832957797 0.04892824141992079 -0.068136780246692882 0.035668244904372752 0.032735016906554788 -0.093456588296108561 leaf_weight=41.020095478128496 3.7300960166321593 4.124121999484486 4.6778849969850844 2.1029880940914154 11.95063330279663 3.2027007341384879 leaf_count=423 337 151 148 8 187 42 internal_value=-6.30343e-05 0.00185184 -0.00123212 -0.0359432 0.00295796 -0.0050889 internal_weight=70.8085 67.0784 62.9543 6.78087 56.1734 44.2228 internal_count=1296 959 808 156 652 465 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=7 num_cat=0 split_feature=2 4 14 2 4 20 split_gain=0.278238 2.15114e-08 3.11614e-09 1.24759e-09 9.88575e-10 5.1087e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 2133.0000000000005 0.82662768545000009 decision_type=8 8 8 10 10 8 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075034038851852475 -0.075145940915063519 -0.075036120721136884 -0.075049267891696789 -0.075026036104234375 -0.075063383007196893 -0.075066969079607179 leaf_weight=0.17713877814821899 0.019025587534997612 0.13007549571193522 0.065919002096052282 0.15674629902423476 0.014816064911428839 0.021662421699147671 leaf_count=101 21 354 66 716 15 23 internal_value=-0.0296286 -0.0750421 -0.075037 -0.0750322 -0.0750389 -0.0750536 internal_weight=0.585384 0.408245 0.389219 0.301638 0.144892 0.0875814 internal_count=1296 1195 1174 1085 369 89 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=7 num_cat=0 split_feature=21 21 19 21 7 7 split_gain=0.382543 1.06582 2.30439 0.541155 0.769802 0.521976 threshold=0.87754343040000016 0.78205706045000012 0.21249498540000003 0.60327953450000016 83.814145346247159 79.482860341514581 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 5 -5 right_child=-2 -3 3 4 -6 -7 leaf_value=0.12783915381452191 0.049637982853334511 -0.083746668506084393 -0.02633503644802548 0.0012750834578417565 0.053188984162511201 -0.050035543280747843 leaf_weight=1.4083760442445052 1.5505564285558637 1.5067833257780865 7.6979881494771689 49.86622914095642 2.7863215282559386 2.0646929286885998 leaf_count=28 18 15 95 1003 20 117 internal_value=0.000546858 -0.000618274 0.00134427 -0.00151004 0.0019825 -0.000764947 internal_weight=66.8809 65.3304 63.8236 62.4152 54.7172 51.9309 internal_count=1296 1278 1263 1235 1140 1120 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=7 num_cat=0 split_feature=20 21 19 21 19 21 split_gain=0.51095 0.872753 0.957186 3.32963 1.52966 1.0997 threshold=0.22962730905000003 0.21861127385000004 0.40827487255000006 0.6739588553000001 0.49428016580000006 0.74203080305000013 decision_type=8 8 8 10 8 10 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.038276733109607802 0.038927985330221501 -0.10850840306696741 0.10689771354426199 0.026496323152370091 0.0026204988155281543 -0.10029660714721902 leaf_weight=3.3423334488106775 5.7400294524122728 3.3816287661393289 1.3832157407887278 3.9732897861103993 41.343226271186722 1.0649923552773533 leaf_count=36 32 31 10 14 1156 17 internal_value=-0.000278207 0.00195438 -0.00219508 -0.0355759 0.00341134 3.59542e-05 internal_weight=60.2287 56.8864 51.1464 7.35492 43.7914 42.4082 internal_count=1296 1260 1228 45 1183 1173 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=7 num_cat=0 split_feature=0 8 8 0 4 4 split_gain=0.450397 1.34475 1.55399 0.836085 0.822169 1.85109 threshold=18.636041000000002 4.4954850976912946 4.939271738043824 15.013705500000002 24525.000000000004 4353.5000000000009 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0026272223094391521 -0.083819450548964919 0.098437754800456023 -0.04249078234205108 0.07868508070464568 0.073588073204463186 -0.080938334369849041 leaf_weight=58.58901883452927 2.4024398997426024 1.3200413882732394 1.9212219587061552 1.4032470379024733 1.5079202279448498 2.7763936147675841 leaf_count=818 38 3 87 15 29 306 internal_value=-3.53868e-05 -0.0271211 0.014904 0.00234283 0.000638978 -0.00115359 internal_weight=69.9203 5.6437 3.24126 64.2766 62.8733 61.3654 internal_count=1296 128 90 1168 1153 1124 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=7 num_cat=0 split_feature=1 4 14 2 4 2 split_gain=0.259387 1.70722e-08 2.43347e-09 1.01402e-09 8.06927e-10 4.23986e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 2133.0000000000005 3.5000000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075032083673322869 -0.075135085641387322 -0.075037059639019438 -0.075049527681363665 -0.075023998183309668 -0.075059036794444214 -0.075023654837510848 leaf_weight=0.16594073845772073 0.017618982863496058 0.087861676089232787 0.08088470772781875 0.14409602339401317 0.013746390832238831 0.032258820217975881 leaf_count=101 21 243 89 716 15 111 internal_value=-0.0291272 -0.075039 -0.0750343 -0.0750298 -0.0750361 -0.0750335 internal_weight=0.542407 0.376467 0.358848 0.277963 0.133867 0.12012 internal_count=1296 1195 1174 1085 369 354 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=7 num_cat=0 split_feature=21 21 21 19 21 7 split_gain=0.361984 0.365068 0.954907 1.38035 0.734461 0.660662 threshold=0.11311668870000001 0.87754343040000016 0.78205706045000012 0.21249498540000003 0.60327953450000016 83.814145346247159 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=0.053946847898238504 0.10358966076412215 0.047335306399563341 -0.08299080450388828 -0.033636069279950914 -0.00066515410020146653 0.049298282013455715 leaf_weight=1.2478052561637012 1.2661400007782502 1.5619757066015143 1.4095273305720173 6.5138244165282231 51.648545623378595 2.7894515693187705 leaf_count=21 25 18 15 77 1120 20 internal_value=0.000594462 -0.000426767 -0.00159927 0.000244632 -0.00190213 0.00189502 internal_weight=66.4373 65.1895 63.6275 62.218 60.9518 54.438 internal_count=1296 1275 1257 1242 1217 1140 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=7 num_cat=0 split_feature=20 20 20 21 19 19 split_gain=0.565397 1.37993 1.09647 1.89427 1.22714 2.70542 threshold=0.79922031560000006 0.68528119330000015 0.64170810810000012 0.33091260600000005 0.22459667505000003 0.40827487255000006 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=-0.058864357341226893 0.032124863449860735 -0.078500294952839139 0.063349179658270055 0.072055638524398072 -0.11114451813288105 0.0054506258190353592 leaf_weight=5.4414651530532865 4.9329657098278394 2.3314152960447236 2.6067191347974576 2.4763645736675244 2.0951274908438791 39.696679605083773 leaf_count=44 27 18 9 14 14 1170 internal_value=-0.000298333 -0.00322512 0.000129424 -0.00318575 0.00365829 -0.000394579 internal_weight=59.5807 54.6478 52.3164 49.7096 44.2682 41.7918 internal_count=1296 1269 1251 1242 1198 1184 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=7 num_cat=0 split_feature=20 19 19 20 19 21 split_gain=0.451615 1.19131 1.48547 0.877333 1.27288 1.27059 threshold=0.79922031560000006 0.71761699185000005 0.60557055170000018 0.14629638740000003 0.22459667505000003 0.22032349530000003 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=0.086556650063154966 -0.033370385876593356 0.045198485974376992 -0.091818277231203962 -0.070211515907565705 -0.1054559070290208 0.0041520300848439627 leaf_weight=1.1596261709346434 3.8492679224182202 5.7851362087676526 1.7991049794945855 2.5598746457108064 1.0792009601573225 52.843931799376151 leaf_count=11 27 38 24 25 11 1160 internal_value=-8.5713e-05 0.00187853 -0.00233756 0.000455256 -0.00131245 0.00195837 internal_weight=69.0761 65.2269 59.4417 57.6426 56.483 53.9231 internal_count=1296 1269 1231 1207 1196 1171 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=7 num_cat=0 split_feature=1 4 14 2 4 19 split_gain=0.242902 1.35334e-08 1.92715e-09 8.00028e-10 6.40566e-10 3.76412e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 2133.0000000000005 0.34252057850000006 decision_type=8 8 8 10 10 10 left_child=5 -2 3 4 -3 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075037202180882945 -0.075124963608323325 -0.075030929250269079 -0.075045809933983465 -0.075022196692276638 -0.07505463317127789 0.075026858413336894 leaf_weight=0.053490408579818904 0.016318769223289564 0.11109268647851422 0.074814812411204912 0.13326036107810069 0.012704222586762626 0.10277894552564248 leaf_count=27 21 354 89 716 15 74 internal_value=-0.0285492 -0.0750361 -0.0750317 -0.0750276 -0.0750334 0.0750304 internal_weight=0.50446 0.348191 0.331872 0.257057 0.123797 0.156269 internal_count=1296 1195 1174 1085 369 101 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=7 num_cat=0 split_feature=0 6 0 7 0 3 split_gain=0.373626 0.619265 0.631895 1.16717 1.23787 1.26249 threshold=41.369700000000009 128.71147821476768 30.035993500000004 83.814145346247159 4.6811795000000016 4.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0061863830132170968 -0.038178802834126925 0.070986926596827093 0.037571745207172907 0.1025012534518456 -0.04020677547277092 0.033088089651816324 leaf_weight=38.85008125967579 2.3758247271180144 1.2827950567007054 4.3488156963139764 1.0506851598620404 8.0520740712527168 10.369404644938184 leaf_count=523 33 13 65 11 192 459 internal_value=0.000760731 0.0022073 0.000799468 -0.00194247 -0.00385856 0.00208784 internal_weight=66.3297 63.9539 62.6711 58.3222 57.2716 49.2195 internal_count=1296 1263 1250 1185 1174 982 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=7 num_cat=0 split_feature=5 5 0 3 5 0 split_gain=0.490683 0.853673 0.782696 0.82416 1.11292 1.79149 threshold=59.000000000000007 63.000000000000007 0.00050550000000000009 3.5000000000000004 126.00000000000001 20.977093000000004 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=-0.076538733595180569 0.10098691699138369 0.086212542313110152 -0.04084031022365138 0.0031821717444157922 -0.0838845873344225 0.070221454487925619 leaf_weight=0.83368651584896625 0.83704310655593772 1.0169884860515583 4.8979268232360464 46.768109002528945 2.6662031696178019 2.0646286010742188 leaf_count=217 2 4 110 853 103 7 internal_value=-0.00036359 0.000726628 -0.000735078 -0.00230298 -0.0289451 -0.00790681 internal_weight=59.0846 58.2509 57.4139 56.3969 9.62876 6.96256 internal_count=1296 1079 1077 1073 220 117 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=7 num_cat=0 split_feature=0 4 4 3 5 4 split_gain=0.455018 3.08931 1.9945 0.731048 1.73805 0.968211 threshold=5.1500000000000012e-05 163.00000000000003 109.00000000000001 1.0000000180025095e-35 63.000000000000007 164.50000000000003 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.085396845496766516 0.12515844391824824 0.086473335858872194 0.078979617260975479 -0.085410038878416111 0.041597549907428998 -0.0026812871838805125 leaf_weight=3.2418922515753357 1.2887624502181996 1.5438832342624662 1.1356595009565342 2.4000144824385634 5.4401445388793936 53.532763875671662 leaf_count=160 2 5 13 40 80 996 internal_value=-0.000212509 -0.0299518 0.00201839 -0.000520431 -0.00199152 0.00140336 internal_weight=68.5831 4.78578 63.7973 62.5086 61.3729 58.9729 internal_count=1296 165 1131 1129 1116 1076 is_linear=0 shrinkage=0.1 Tree=312 num_leaves=7 num_cat=0 split_feature=1 4 14 2 4 19 split_gain=0.218319 8.36305e-09 1.54122e-09 6.00034e-10 5.30564e-10 2.75017e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 2133.0000000000005 0.34252057850000006 decision_type=8 8 8 10 10 10 left_child=5 -2 3 4 -3 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075033104828973185 -0.075107050764000038 -0.075028382987947229 -0.07504241557234817 -0.075020627669253312 -0.075050815489018333 0.075023743004792323 leaf_weight=0.047854751232080162 0.014491289839497767 0.10182213596635847 0.06934948152047582 0.12310558471472177 0.011761286514229141 0.091141930781304836 leaf_count=27 21 354 89 716 15 74 internal_value=-0.029643 -0.0750328 -0.0750293 -0.0750255 -0.0750307 0.075027 internal_weight=0.459526 0.32053 0.306038 0.236689 0.113583 0.138997 internal_count=1296 1195 1174 1085 369 101 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=7 num_cat=0 split_feature=15 14 16 3 3 4 split_gain=0.36681 0.7114 0.841385 0.459223 0.676242 0.608295 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 15.500000000000002 39.000000000000007 6106.0000000000009 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=0.0029682882335995003 -0.079326783450283989 0.093317974469279183 0.077151505161292239 0.070769706077070726 -0.0070457207775819989 -0.034774956930244579 leaf_weight=53.254495004439377 2.0873921675374731 0.37985379574820388 0.41134120896458615 2.3131259437650433 2.1593175609596074 4.6423131497576824 leaf_count=830 94 11 74 65 63 159 internal_value=0.000716045 -0.0341846 -0.0535673 0.00232685 0.0332 -5.8061e-05 internal_weight=65.2478 2.87859 2.49873 62.3693 4.47244 57.8968 internal_count=1296 179 168 1117 128 989 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=7 num_cat=0 split_feature=5 0 3 5 0 0 split_gain=0.437166 0.769382 0.593429 1.14399 1.42567 1.47709 threshold=59.000000000000007 0.00078450000000000015 3.5000000000000004 126.00000000000001 20.977093000000004 0.018991500000000005 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.076317009530149457 0.059302054640440895 0.03763159975601129 0.0029077955080666043 -0.083188302383624846 0.066073897148727384 -0.081164349917801235 leaf_weight=0.74730155646829999 2.1538680195808402 1.7101704329252223 46.60204727484961 2.4656268712133169 2.0376944541931152 2.6976970033720136 leaf_count=217 9 6 853 103 7 101 internal_value=-0.000322987 0.000661811 -0.00161338 -0.0252574 -0.00309701 -0.0350737 internal_weight=58.4144 57.6671 55.5132 8.91119 6.44556 4.40787 internal_count=1296 1079 1070 217 114 107 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=7 num_cat=0 split_feature=19 19 4 4 2 0 split_gain=0.441326 0.952096 0.449544 3.99768 2.53389 3.96203 threshold=0.05462140120000001 0.14794597680000002 219.50000000000003 267.00000000000006 1.5000000000000002 0.067031500000000008 decision_type=8 8 8 8 8 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.060516942297229231 -0.09171839166996798 -0.014185365433370201 0.17217434911486343 0.00018405779673624545 -0.079553311475574567 0.15002587906656117 leaf_weight=1.1759903070633297 1.1441096473790819 10.016909560261412 1.3905671834945668 48.043730785226217 4.3361825942993155 1.7218717038631428 leaf_count=9 15 226 4 950 68 24 internal_value=-0.000209815 -0.00128124 0.000298232 0.00502208 -0.0142287 0.00990152 internal_weight=67.8294 66.6534 65.5093 49.4343 16.075 11.7388 internal_count=1296 1287 1272 954 318 250 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=7 num_cat=0 split_feature=1 0 0 14 2 6 split_gain=0.200493 3.29033e-09 4.62966e-09 1.25087e-09 4.31369e-10 2.62153e-10 threshold=1.0000000180025095e-35 0.00050550000000000009 5.1500000000000012e-05 4.5000000000000009 6.5000000000000009 110.1812878787879 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075024821706544217 -0.0750311859776151 -0.075024739791934733 -0.075114593298090865 -0.075039114482841118 -0.075018999920847138 -0.075036533073690015 leaf_weight=0.12734717881539837 0.017564208348630928 0.063023976421391126 0.010714493226259947 0.064018865916295908 0.11381408465149434 0.026891403525951318 leaf_count=101 64 262 5 89 716 59 internal_value=-0.0298951 -0.0750303 -0.0750628 -0.0750269 -0.0750231 -0.0750283 internal_weight=0.423374 0.296027 0.0282787 0.267748 0.203729 0.0899154 internal_count=1296 1195 69 1126 1037 321 is_linear=0 shrinkage=0.1 Tree=317 num_leaves=7 num_cat=0 split_feature=20 20 13 4 9 4 split_gain=0.365151 0.735358 0.370969 0.432477 0.345203 1.18291 threshold=0.22962730905000003 0.4600991463500001 49199.500000000007 2133.0000000000005 6.0966438103189775 999.50000000000011 decision_type=8 8 10 8 8 8 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.041454238135309372 -0.051248144535704643 -0.0039141491698672405 -0.091537814803705389 0.032346037887927899 0.064943282999385163 0.002703729768612489 leaf_weight=2.1137834215187468 2.7623087116953684 33.580662839784054 0.872765999054535 0.41616492473986011 3.5651200842112329 21.284829254727811 leaf_count=36 45 522 36 41 66 550 internal_value=0.000576999 -0.000805893 0.0015273 -0.0515387 0.00269789 0.011633 internal_weight=64.5956 62.4819 59.7195 1.28893 58.4306 24.8499 internal_count=1296 1260 1215 77 1138 616 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=7 num_cat=0 split_feature=10 10 6 5 8 2 split_gain=0.484465 0.88128 0.508989 0.721464 0.554317 0.841575 threshold=35.000000000000007 30.500000000000004 125.38956572919442 23469.000000000004 6.9528757088260056 9.5000000000000018 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=0.0033964448915568264 -0.075587201460051073 0.065283228523154782 -0.080972355447355093 0.037593776370216589 0.063014514113331851 -0.036820358760592163 leaf_weight=44.996418449190969 0.84370542605756682 2.0401376634836188 1.7411419441923492 0.72770042647607613 1.3783792443573464 5.8836614976753472 leaf_count=646 141 61 62 18 28 340 internal_value=-0.000367406 0.000750547 -0.00165512 -0.0460245 0.000441024 -0.00125414 internal_weight=57.6111 56.7674 54.7273 2.46884 52.2585 50.8801 internal_count=1296 1155 1094 80 1014 986 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=7 num_cat=0 split_feature=9 8 8 8 8 8 split_gain=0.41738 0.903578 1.48627 1.05722 1.14518 1.09201 threshold=7.848168949681571 6.7263909492949656 6.1280635621099249 6.0124073458263707 5.6744042622234678 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=-0.0023925463076814911 -0.034498204499166719 0.056419441188824117 -0.099308441013591417 0.085289005107648003 -0.057306695998039718 0.040043838715061168 leaf_weight=47.900736089628481 3.3429499675985417 2.8866706527769557 1.4951953544514243 1.473406990058719 3.3429908413672811 6.942739655962213 leaf_count=545 337 19 124 9 141 121 internal_value=-5.117e-05 0.00174695 -0.000833727 0.00163425 -0.000484074 0.00297956 internal_weight=67.3847 64.0417 61.1551 59.6599 58.1865 54.8435 internal_count=1296 959 940 816 807 666 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=7 num_cat=0 split_feature=1 0 0 14 2 19 split_gain=0.185339 2.66232e-09 3.72832e-09 1.00088e-09 3.1641e-10 1.95031e-10 threshold=1.0000000180025095e-35 0.00050550000000000009 5.1500000000000012e-05 4.5000000000000009 6.5000000000000009 0.34252057850000006 decision_type=8 8 10 8 10 10 left_child=5 2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075028648541773643 -0.075029027050258337 -0.075025983188760692 -0.075106640312845474 -0.075036262268434073 -0.075017699891040499 0.075020108732544097 leaf_weight=0.040997142903506756 0.016347614917322062 0.082535874811583199 0.0099603228154592216 0.059324529298464768 0.10450506195684284 0.07691562719992362 leaf_count=27 64 321 5 89 716 74 internal_value=-0.0297297 -0.0750282 -0.0750584 -0.0750249 -0.0750214 0.0750231 internal_weight=0.390586 0.272673 0.0263079 0.246365 0.187041 0.117913 internal_count=1296 1195 69 1126 1037 101 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=7 num_cat=0 split_feature=15 14 16 2 0 7 split_gain=0.335921 0.612499 0.759158 0.397333 0.792395 1.48107 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 9.5000000000000018 2.7156310000000006 74.174421325993379 decision_type=10 10 10 10 8 10 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0014929860287723564 -0.079068825871252343 0.0903966398402965 0.07714642440424728 0.055844867513071411 -0.047919734169494355 0.052540708391145378 leaf_weight=51.481721896547242 1.8947093912865964 0.34063034155406047 0.37220075074583281 3.8465157130267444 3.2420474987011412 2.6811703238636255 leaf_count=678 94 11 74 304 68 67 internal_value=0.000519152 -0.0346329 -0.0534201 0.00201561 0.0205042 -0.00244588 internal_weight=63.859 2.60754 2.26691 61.2515 9.76973 5.92322 internal_count=1296 179 168 1117 439 135 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=7 num_cat=0 split_feature=20 20 20 21 21 20 split_gain=0.411127 1.26055 0.827283 1.65589 0.809965 0.823573 threshold=0.79922031560000006 0.68528119330000015 0.64170810810000012 0.33091260600000005 0.79349517030000005 0.44562123335000009 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=-0.05522519621934107 0.027379947044269722 -0.076033985705591944 0.055892854076135992 0.036561148272067794 0.00052308591225723358 -0.097239229036009248 leaf_weight=5.3150744847553142 4.8845221067895173 2.2584330570352895 2.5446742216518023 6.4697853820471209 34.625442260406999 0.88369849944865464 leaf_count=44 27 18 9 60 1131 7 internal_value=-0.000360676 -0.00296158 0.000349684 -0.00263884 0.00401927 -0.00190988 internal_weight=56.9816 52.0971 49.8387 47.294 41.9789 35.5091 internal_count=1296 1269 1251 1242 1198 1138 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=7 num_cat=0 split_feature=0 4 4 3 5 4 split_gain=0.405234 2.82228 1.74117 0.612777 1.51359 0.696905 threshold=5.1500000000000012e-05 149.00000000000003 109.00000000000001 1.0000000180025095e-35 63.000000000000007 164.50000000000003 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=-0.084527733314573458 0.11890685298955493 0.085517126045125902 0.078244553409509587 -0.083871779050670323 0.034603456244852858 -0.0021763050773938764 leaf_weight=2.9987719897108027 1.249878168106078 1.4470385015010832 0.97669757157564063 2.1560868807137004 5.7175126038491717 52.063941307394998 leaf_count=160 2 5 13 40 80 996 internal_value=-1.48423e-05 -0.0291809 0.00207104 -0.000326277 -0.00160661 0.00146308 internal_weight=66.6099 4.44581 62.1641 60.9142 59.9375 57.7815 internal_count=1296 165 1131 1129 1116 1076 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=7 num_cat=0 split_feature=1 4 14 2 4 19 split_gain=0.168421 3.4284e-09 7.38024e-10 2.67547e-10 2.79826e-10 1.39959e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 2133.0000000000005 0.34252057850000006 decision_type=8 8 8 10 10 10 left_child=5 -2 3 4 -3 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075025724077324649 -0.075079830088262467 -0.075022149241419547 -0.075033321657845112 -0.075016450249901681 -0.075040547000358046 0.07501811278163463 leaf_weight=0.037009577208664268 0.011155822561704554 0.079519491988321533 0.054713210513000377 0.096272847551517771 0.0092264263075776398 0.069579448085278273 leaf_count=27 21 354 89 716 15 74 internal_value=-0.0302862 -0.0750256 -0.0750231 -0.0750201 -0.0750241 0.0750208 internal_weight=0.357477 0.250888 0.239732 0.185019 0.0887459 0.106589 internal_count=1296 1195 1174 1085 369 101 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=7 num_cat=0 split_feature=21 21 19 21 19 0 split_gain=0.317334 0.868959 1.46329 0.393123 0.98657 0.89214 threshold=0.87754343040000016 0.78205706045000012 0.21249498540000003 0.60327953450000016 0.24436702830000004 49.498548500000005 decision_type=10 10 8 8 10 8 left_child=1 2 -1 -4 5 -5 right_child=-2 -3 3 4 -6 -7 leaf_value=0.096877318270140025 0.044968589247058856 -0.082110132571430683 -0.023100088008925095 0.0019499987440503006 0.10328285934084568 -0.083303436512390236 leaf_weight=1.5559499005903488 1.5692091080418311 1.279759201381238 7.294550637336215 49.052225613966584 0.93877118223463085 1.2589687469881017 leaf_count=28 18 15 95 1101 23 16 internal_value=0.000563146 -0.000572096 0.00116415 -0.00137964 0.00171189 -0.000183352 internal_weight=62.9494 61.3802 60.1005 58.5445 51.25 50.3112 internal_count=1296 1278 1263 1235 1140 1117 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=7 num_cat=0 split_feature=19 19 21 21 19 19 split_gain=0.493778 2.08836 1.40431 2.37985 1.95781 1.11222 threshold=0.40827487255000006 0.49428016580000006 0.74203080305000013 0.53514027195000013 0.62016148010000005 0.67224509725000015 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=-0.021739321605915032 0.096985630963209737 -0.11013706270231671 -0.1018315179140012 0.10807639323457659 0.10325960083741569 -0.0013218753345088691 leaf_weight=9.0162648274526855 2.2884688082558569 1.63804218484438 1.3384930545107625 2.0231392772111567 1.0440102771972304 39.176570926269051 leaf_count=69 15 12 25 20 4 1151 internal_value=-0.000284789 0.00378688 -0.000929645 0.00214809 -0.00297171 0.00139276 internal_weight=56.525 47.5087 45.2203 43.8818 41.8586 40.2206 internal_count=1296 1227 1212 1187 1167 1155 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=7 num_cat=0 split_feature=10 5 3 4 9 9 split_gain=0.398192 0.788325 0.499905 0.833623 0.909501 1.28157 threshold=41.000000000000007 4795.5000000000009 12.500000000000002 2341.0000000000005 7.5630913137471625 6.0966438103189775 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.003831758635723321 0.054709083366478596 -0.054519385319438708 0.046590830860276426 -0.062524079214733297 0.065065792978373185 -0.049516752087139536 leaf_weight=50.313810252184339 1.2979817283339787 2.6617764358234117 2.3209789867978534 2.104889674257719 2.1693292374256989 4.9455583435483268 leaf_count=538 119 210 46 238 31 114 internal_value=-0.000129538 -0.00123282 0.00106025 -0.000714803 0.00155064 -0.000942783 internal_weight=65.8143 64.5163 61.8546 59.5336 57.4287 55.2594 internal_count=1296 1177 967 921 683 652 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=7 num_cat=0 split_feature=1 0 0 10 19 21 split_gain=0.158623 1.40671e-09 1.85298e-09 1.84461e-10 1.43175e-10 1.14904e-10 threshold=1.0000000180025095e-35 0.00050550000000000009 3.5000000000000004e-05 25.000000000000004 0.21249498540000003 0.22032349530000003 decision_type=8 10 10 10 10 8 left_child=4 2 5 -3 -1 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075026613809161743 -0.075036863299015807 -0.075020358087801664 -0.0750770433242956 -0.075011823924674995 0.075017752236973156 -0.075026723852741964 leaf_weight=0.023842423863243312 0.014887199475197122 0.1307338893875567 0.0093876768951304257 0.031412340654242144 0.077488160110078752 0.044839669964858331 leaf_count=17 22 774 10 273 84 116 internal_value=-0.02931 -0.0750238 -0.0750357 -0.0750187 0.0750198 -0.0750293 internal_weight=0.332591 0.231261 0.0691145 0.162146 0.101331 0.0597269 internal_count=1296 1195 148 1047 101 138 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=7 num_cat=0 split_feature=20 20 21 20 19 21 split_gain=0.329966 0.584495 0.608307 0.397824 1.46817 0.495278 threshold=0.19713035280000005 0.4600991463500001 0.22873620745000003 0.64170810810000012 0.52453585130000013 0.31759829255000005 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=0.042473572369215229 0.010124916587561678 0.1046434053111671 -0.081974619116393935 -0.045913630880523179 -0.048756279397740299 0.0016491768707074365 leaf_weight=1.8185005667328367 1.2184125479252546 1.4808251145877873 1.7431496630160834 2.2840112960839178 1.0781970033131076 52.822887530492153 leaf_count=30 17 25 34 20 20 1150 internal_value=0.000501509 -0.000757428 -0.0440841 0.00146771 0.0400113 -0.000322155 internal_weight=62.446 60.6275 2.96156 57.6659 2.55902 55.1069 internal_count=1296 1266 51 1215 45 1170 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=7 num_cat=0 split_feature=4 9 9 5 5 6 split_gain=0.439789 0.845686 1.12643 1.19865 1.46743 0.945712 threshold=126.00000000000001 5.6936226724332188 5.8849718449803525 638.00000000000011 690.50000000000011 84.310810862122921 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=0.030445136218772845 -0.033977198081500362 0.060206036136311814 -0.072929767591951467 0.14849820421362195 -0.077769706277495784 0.0027930371632480626 leaf_weight=4.3132969831785877 7.4415824089664957 3.1384297907352439 2.248946289997547 0.67338820267468591 1.5177125721238542 36.487049808492884 leaf_count=171 277 33 119 2 79 615 internal_value=-0.000227755 -0.00279636 0.00246932 -0.00195813 0.00216853 -0.00042422 internal_weight=55.8204 51.5071 44.0655 40.9271 38.6782 38.0048 internal_count=1296 1125 848 815 696 694 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=7 num_cat=0 split_feature=4 4 4 0 0 0 split_gain=0.389095 3.53294 1.96448 1.682 1.61933 1.08144 threshold=219.50000000000003 267.00000000000006 176.00000000000003 0.10875250000000002 0.0024590000000000007 0.067031500000000008 decision_type=8 8 10 8 10 10 left_child=2 -2 5 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.017155945363556926 0.16660798291819448 0.04293453672773874 -0.10609725130073151 0.0066860466187273655 -0.081129956547434934 0.046641611363969937 leaf_weight=10.04032760119844 1.3043523430824269 1.3888002932071675 2.0127858482301226 42.401512171491049 4.3389700489060488 3.6132049411535254 leaf_count=242 4 6 31 752 203 58 internal_value=-0.000136031 0.00421618 -0.013869 -0.000184804 -0.0510483 -0.000272868 internal_weight=65.1 49.4336 15.6663 48.1293 5.72777 13.6535 internal_count=1296 965 331 961 209 300 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=7 num_cat=0 split_feature=1 4 14 2 4 19 split_gain=0.147572 2.24487e-09 4.62844e-10 1.70469e-10 1.83578e-10 1.35614e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 2133.0000000000005 0.21249498540000003 decision_type=8 8 8 10 10 10 left_child=5 -2 3 4 -3 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075025449062355448 -0.075069198005979776 -0.075018961767884196 -0.075028589651592259 -0.075014061878240751 -0.075035037760219053 0.075016577769765336 leaf_weight=0.022662769828457385 0.0096393444400746375 0.067862248833989725 0.046413845790084451 0.081797584382002242 0.0079338394207297824 0.071905173535924405 leaf_count=17 21 354 89 716 15 84 internal_value=-0.0289858 -0.075022 -0.0750198 -0.0750172 -0.0750206 0.0750187 internal_weight=0.308215 0.213647 0.204008 0.157594 0.0757961 0.0945679 internal_count=1296 1195 1174 1085 369 101 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=7 num_cat=0 split_feature=20 20 20 19 21 20 split_gain=0.299278 1.06797 0.594552 0.447548 0.66923 0.489402 threshold=0.85083350740000008 0.76872615085000018 0.67153127420000003 0.62016148010000005 0.21861127385000004 0.4600991463500001 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.00025628809173014114 0.039509423077691563 -0.088454594847414567 0.067348579537081441 0.015255551414278876 -0.08140639355206522 0.049211598060079235 leaf_weight=52.325370944075985 1.889630194127675 1.3618271611048829 1.3250277364859346 1.2841505329124627 1.6195990033738774 2.0794267799938089 leaf_count=1165 21 12 15 10 42 31 internal_value=0.000324849 -0.000909318 0.00112401 -0.00040716 -0.0386587 0.00163444 internal_weight=61.885 59.9954 58.6336 57.3085 2.90375 54.4048 internal_count=1296 1275 1263 1248 52 1196 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=7 num_cat=0 split_feature=0 3 6 5 4 4 split_gain=0.446804 1.5358 1.47555 1.09524 0.862124 1.08436 threshold=0.0050445000000000012 1.5000000000000002 109.1549760003354 59.000000000000007 126.00000000000001 168.50000000000003 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=-0.076495829356403144 -0.080745322925560692 0.097124144287539613 -0.056583870898002001 0.0802335155650169 -0.093656054800028518 0.0015754459690652462 leaf_weight=0.51323336612767834 2.4186305373441419 0.91409116983413596 1.5149724185466764 3.3971030116081238 1.2281517069786776 45.218976111558732 leaf_count=166 150 2 10 14 23 931 internal_value=-4.92394e-05 -0.00301923 0.0272018 0.0596627 0.000950071 -0.000942659 internal_weight=55.2052 49.7798 5.42531 3.91034 47.3612 46.4471 internal_count=1296 1106 190 180 956 954 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=7 num_cat=0 split_feature=19 19 0 8 8 7 split_gain=0.374106 0.870055 0.38246 1.18991 1.3679 0.771307 threshold=0.05462140120000001 0.14794597680000002 18.636041000000002 4.4954850976912946 4.939271738043824 76.317822447666359 decision_type=8 8 10 10 10 10 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=0.057627586318875185 -0.090188829466363876 0.0060444417758930835 -0.082082715847657278 0.096127380180473801 -0.041743734403508675 -0.038229211661734402 leaf_weight=1.1022361273935528 1.0784320682760151 52.927902770634319 2.1663769446313372 1.2292502373456957 1.7358030803734434 4.2509667496633474 leaf_count=9 15 847 38 3 87 297 internal_value=-0.000131045 -0.00113538 0.000405906 -0.0257465 0.0154148 0.00275291 internal_weight=64.491 63.3887 62.3103 5.13143 2.96505 57.1789 internal_count=1296 1287 1272 128 90 1144 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=7 num_cat=0 split_feature=1 4 14 2 4 19 split_gain=0.136228 1.78679e-09 3.57864e-10 1.39008e-10 1.44583e-10 1.31897e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.5000000000000009 2133.0000000000005 0.21249498540000003 decision_type=8 8 8 10 10 10 left_child=5 -2 3 4 -3 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075024285295559545 -0.075064123935364102 -0.075017666032447319 -0.075026402370835521 -0.075013045609011897 -0.075032487188036109 0.075015249216497257 leaf_weight=0.021413675101939589 0.0089379063574597239 0.062759359145275084 0.042852816644881386 0.075952839628371294 0.007353113058343296 0.065765416060457937 leaf_count=17 21 354 89 716 15 84 internal_value=-0.0291308 -0.0750204 -0.0750184 -0.075016 -0.0750192 0.0750175 internal_weight=0.285035 0.197856 0.188918 0.146065 0.0701125 0.0871791 internal_count=1296 1195 1174 1085 369 101 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=7 num_cat=0 split_feature=20 20 21 20 19 21 split_gain=0.320276 0.504168 0.575632 0.339006 0.673143 0.437632 threshold=0.19713035280000005 0.4600991463500001 0.22873620745000003 0.64170810810000012 0.40827487255000006 0.31759829255000005 decision_type=8 8 10 8 10 8 left_child=-1 2 -2 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=0.041667925662745013 0.0097182062528530649 0.080856133868297014 -0.081445771017368149 -0.044315526912344472 -0.022197493392590265 0.0012578285642491182 leaf_weight=1.8168118901376145 1.2165095786185705 1.4718629728595263 1.6083422301817334 2.1961443874170072 1.113251382455928 51.975193357007811 leaf_count=30 17 18 34 20 27 1150 internal_value=0.000307546 -0.000953655 -0.0421864 0.00109856 0.0364772 -0.000589748 internal_weight=61.3981 59.5813 2.82485 56.7565 2.58511 54.1713 internal_count=1296 1266 51 1215 45 1170 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=7 num_cat=0 split_feature=0 2 3 2 4 8 split_gain=0.423892 0.548528 0.570918 0.780161 1.11329 1.08627 threshold=49.498548500000005 78.000000000000014 65.500000000000014 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=0.0050937204314116455 0.06640388988432791 -0.081089085510327299 0.077672298042042578 -0.041511661822643237 0.062479869244377054 -0.038313007771431672 leaf_weight=37.570740181508882 0.94095636892598022 0.848005635663866 0.92921083117835124 4.4358581985870833 2.890788991469889 6.810425847885198 leaf_count=501 15 24 36 290 56 374 internal_value=-0.00013199 -0.00130255 -1.71522e-05 -0.00141326 0.00234945 -0.00156717 internal_weight=54.426 53.485 52.637 51.7078 47.272 44.3812 internal_count=1296 1281 1257 1221 931 875 is_linear=0 shrinkage=0.1 Tree=339 num_leaves=7 num_cat=0 split_feature=21 21 19 21 19 21 split_gain=0.36839 0.645942 0.988762 0.930958 0.770152 1.2222 threshold=0.22032349530000003 0.51750115670000008 0.31700097185000004 0.81749561550000005 0.22459667505000003 0.57662382435000004 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=-0.025894680676397299 0.028325173361394125 0.12220097718023207 -0.1059062735685522 -0.0060088392041226261 0.072566143648656337 -0.0025816787560704385 leaf_weight=5.0785001134336198 8.1404651397751859 0.7989735392620787 1.7077720497945841 2.0559125446052349 1.4945283532142628 44.676286691435962 leaf_count=42 54 4 41 24 4 1127 internal_value=-5.30986e-05 0.00217601 -0.00201977 -0.0513373 0.00193204 -0.000389321 internal_weight=63.9524 58.8739 50.7335 3.76368 46.9698 45.4753 internal_count=1296 1254 1200 65 1135 1131 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=7 num_cat=0 split_feature=1 4 8 19 10 8 split_gain=0.126486 1.43008e-09 2.77065e-10 1.36322e-10 9.46022e-11 7.67779e-11 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 0.21249498540000003 18.500000000000004 7.4120253963714147 decision_type=8 8 8 10 10 10 left_child=3 -2 4 -1 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075023587437884037 -0.075059562743017172 -0.075015904062490424 -0.075025502653192938 0.075014152162253434 -0.075008856669634499 -0.075015724112241305 leaf_weight=0.020499946956988424 0.0082965001201955602 0.10288141667615491 0.038663476130750496 0.060517798250657506 0.023375590421437664 0.010134104248209042 leaf_count=17 21 757 83 84 268 66 internal_value=-0.0290395 -0.075019 -0.0750171 0.0750165 -0.0750146 -0.0750235 internal_weight=0.264369 0.183351 0.175055 0.0810177 0.126257 0.0487976 internal_count=1296 1195 1174 101 1025 149 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=7 num_cat=0 split_feature=21 21 19 0 4 0 split_gain=0.335681 0.814355 1.32754 0.344883 2.39312 1.33476 threshold=0.87754343040000016 0.78205706045000012 0.21249498540000003 3.5000000000000004e-05 163.00000000000003 0.0024590000000000007 decision_type=10 10 8 8 10 8 left_child=1 2 -1 4 -4 -5 right_child=-2 -3 3 5 -6 -7 leaf_value=0.091936851301920267 0.047047910905551833 -0.081937314821605711 0.082399550921559192 -0.074072168185797163 -0.084090873747846254 -0.00023304016893438626 leaf_weight=1.5551492352678904 1.4965957601962134 1.2148628268187156 2.5958002597471923 2.5734112970530978 1.2935911118984225 50.274978234549053 leaf_count=28 18 15 122 20 5 1088 internal_value=0.000272504 -0.000903877 0.000784912 -0.00171351 0.0270257 -0.00382858 internal_weight=61.0044 59.5078 58.2929 56.7378 3.88939 52.8484 internal_count=1296 1278 1263 1235 127 1108 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=7 num_cat=0 split_feature=0 3 6 5 4 4 split_gain=0.390716 1.42281 1.32473 0.995976 0.764047 1.00611 threshold=0.0050445000000000012 1.5000000000000002 109.1549760003354 59.000000000000007 126.00000000000001 168.50000000000003 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=-0.076396992365989499 -0.080351074365177619 0.094633201692261637 -0.054617754900637416 0.078704464769712643 -0.092642519199672424 0.0015324072651961254 leaf_weight=0.47632788924602154 2.2610823189606881 0.8533346951007833 1.449681658297777 3.164844311773777 1.1641410663723935 44.435341705102473 leaf_count=166 150 2 10 14 23 931 internal_value=-0.000133139 -0.00288793 0.0262272 0.0584145 0.00088257 -0.00087185 internal_weight=53.8048 48.7139 5.09085 3.64117 46.4528 45.5995 internal_count=1296 1106 190 180 956 954 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=7 num_cat=0 split_feature=20 9 8 8 5 8 split_gain=0.712953 0.398766 0.764751 0.654126 2.22484 0.868269 threshold=0.85959532825000007 7.848168949681571 6.7263909492949656 5.6744042622234678 133.50000000000003 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.00082276429999965893 -0.087052168286640821 -0.033995463236734108 0.055509372775233427 0.084662290346456212 -0.0667235357999722 0.038236057129946245 leaf_weight=44.916945288157876 0.92768018553579068 3.0518534307921064 2.6566435154527417 1.2582819312810887 4.2490076629328541 6.5171389689203343 leaf_count=527 18 337 19 5 269 121 internal_value=-2.80488e-05 0.00126055 0.00306592 0.000619125 -0.0321356 0.00412632 internal_weight=63.5776 62.6499 59.598 56.9414 5.50729 51.4341 internal_count=1296 1278 941 922 274 648 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=7 num_cat=0 split_feature=1 4 8 19 10 8 split_gain=0.119976 1.27e-09 2.28585e-10 1.39636e-10 7.14614e-11 5.70221e-11 threshold=1.0000000180025095e-35 109.00000000000001 7.4050080021597227 0.21249498540000003 18.500000000000004 7.4120253963714147 decision_type=8 8 8 10 10 10 left_child=3 -2 4 -1 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075023200065115481 -0.075057198728281663 -0.075014622093675709 -0.075023635716297124 0.075013538948423886 -0.07500824990622991 -0.075014915205736887 leaf_weight=0.020207033841870725 0.0077613964749616562 0.094424069412070821 0.035819060234643985 0.057619016341050155 0.021630959533467831 0.0094834750234440435 leaf_count=17 21 757 83 84 268 66 internal_value=-0.0277337 -0.0750177 -0.0750158 0.075016 -0.0750134 -0.0750218 internal_weight=0.246945 0.169119 0.161358 0.0778261 0.116055 0.0453025 internal_count=1296 1195 1174 101 1025 149 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=7 num_cat=0 split_feature=15 16 3 0 4 0 split_gain=0.324656 0.546229 0.351754 0.59088 1.68092 1.39333 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 8.0202915000000008 390.50000000000006 7.4396125000000008 decision_type=10 10 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.001157065103600175 -0.056359568012482208 0.076819247434158494 0.030530118061540209 0.023540705733559819 -0.071437561675110325 0.11717333199610568 leaf_weight=45.226615763363952 2.0138022585888389 0.36356698023155321 3.9466484367148942 3.5375163033604613 3.937320526689291 1.0594329573214043 leaf_count=891 98 81 128 35 52 11 internal_value=0.000222919 -0.0359928 0.00171489 -0.000400468 -0.0264885 0.00381254 internal_weight=60.0849 2.37737 57.7075 53.7609 7.47484 46.286 internal_count=1296 179 1117 989 87 902 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=7 num_cat=0 split_feature=0 2 4 4 8 3 split_gain=0.382895 0.506688 0.934575 0.917036 0.901462 1.59417 threshold=49.498548500000005 12.500000000000002 6106.0000000000009 7587.0000000000009 5.2557369634631668 8.5000000000000018 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=0.0047569199016168559 0.065357172718970971 -0.028626244023794874 0.10084166222041267 -0.018924328791072878 -0.078920633515421335 0.020486814278711477 leaf_weight=36.808475296302277 0.87707270553801109 5.9921562274976159 1.80206000059843 0.99084743857383717 3.6923210281529455 2.8649968857062049 leaf_count=501 15 350 12 44 279 95 internal_value=-0.000166875 -0.00126886 0.00228258 0.058352 -0.00132848 -0.0354879 internal_weight=53.0279 52.1509 46.1587 2.79291 43.3658 6.55732 internal_count=1296 1281 931 56 875 374 is_linear=0 shrinkage=0.1 Tree=347 num_leaves=7 num_cat=0 split_feature=19 19 20 21 20 19 split_gain=0.349033 0.778181 0.371854 1.64968 1.40858 1.83445 threshold=0.05462140120000001 0.14794597680000002 0.49547151335000006 0.29446832075000001 0.59289009450000008 0.71761699185000005 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=0.056723728091793948 -0.088772742993714515 0.020987026833258201 -0.069753355548840421 -0.1175866983863818 0.051323670591863914 -1.3480154528932429e-05 leaf_weight=1.067662704575923 0.9925913964107167 7.7245568856160389 3.4120887595963723 1.3694474427556995 5.2091506854085301 42.867024418897927 leaf_count=9 15 77 23 15 36 1121 internal_value=3.67748e-05 -0.000946135 0.000492833 -0.00250216 0.00213863 -0.00365324 internal_weight=62.6425 61.5749 60.5823 52.8577 49.4456 44.2365 internal_count=1296 1287 1272 1195 1172 1136 is_linear=0 shrinkage=0.1 end of trees feature_importances: duration=380 bytes_in=205 client_ciphers_count=163 feature1=146 bytes_out=138 feature3=121 num_pkts_out=115 total_entropy=109 num_pkts_in=104 entropy=93 protocol=82 feature2=75 byte_dist_std=70 byte_dist_mean=64 server_cipher=60 client_extensions_count=54 supported_groups_count=52 ec_point_formats_count=32 server_extensions_count=24 parameters: [boosting: gbdt] [objective: multiclass] [metric: multi_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.1] [num_leaves: 7] [num_threads: 84] [seed: 2019] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.9] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 16336] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 24091] [extra_trees: 0] [extra_seed: 10008] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 11432] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 6631] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 26301] [num_class: 4] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[] _network_Booster__need_reload_eval_info_train_data_nametraining_Booster__set_objective_to_nonebest_iterationKW best_score collections defaultdict collections OrderedDictRvalid_0h.)R multi_loglossnumpy._core.multiarrayscalarnumpydtypef8R(Kli?Rh6h?Rh6hVp?Rh6h