lightgbm.sklearnLGBMClassifier)}( boosting_typegbdt objective multiclass num_leavesK max_depthJ learning_rateG? n_estimatorsMsubsample_for_binJ@ min_split_gainGmin_child_weightG?PbMmin_child_samplesK subsampleG?͌subsample_freqKcolsample_bytreeG?͌ reg_alphaG reg_lambdaG random_stateMn_jobsJimportance_typesplit_Boosterlightgbm.basicBooster)}(_handleX @tree version=v4 num_class=4 num_tree_per_iteration=4 label_index=0 max_feature_idx=21 objective=multiclass num_class:4 feature_names=duration protocol num_pkts_in num_pkts_out bytes_in bytes_out byte_dist_mean byte_dist_std entropy total_entropy client_ciphers_count client_extensions_count client_key_length server_cipher server_extensions_count supported_groups_count ec_point_formats_count client_tls_version server_tls_version feature1 feature2 feature3 feature_infos=[0:660.07269399999996] [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] [5.8220400000000002e-05:0.99771921929999996] [0.0030980826:0.98645056369999995] tree_sizes=549 862 844 849 909 869 871 877 901 878 876 875 908 880 877 870 904 873 871 876 905 872 868 874 903 879 871 881 898 884 877 878 904 876 872 875 902 885 873 876 905 881 871 878 898 882 874 877 899 880 878 877 907 881 879 879 908 879 880 877 911 881 875 877 908 876 876 880 897 877 875 884 909 878 881 878 910 887 881 879 904 882 872 877 912 874 869 883 914 879 881 892 906 875 880 886 911 884 872 886 915 878 879 888 914 883 873 891 916 881 875 890 905 882 890 890 910 885 885 888 908 884 877 894 910 886 886 868 909 882 880 889 907 883 885 896 909 883 889 870 902 885 887 872 908 880 882 891 909 883 887 881 910 880 879 888 910 879 889 892 911 886 884 889 909 881 886 872 911 886 888 900 909 877 884 880 906 881 890 898 912 884 889 884 913 893 885 879 916 885 884 885 908 885 884 888 926 884 879 897 911 888 889 896 917 880 885 887 909 890 899 895 914 894 891 889 916 890 872 885 917 889 885 870 920 895 898 884 918 879 887 885 919 889 898 891 919 880 881 881 921 890 877 878 922 890 883 897 932 908 877 896 923 890 891 881 920 890 897 884 919 892 890 883 921 892 894 895 931 890 896 901 921 903 881 902 926 888 887 901 925 890 880 886 926 899 891 887 925 905 886 903 928 901 894 897 927 891 887 885 927 892 895 891 925 889 894 883 924 886 886 899 927 889 886 890 933 882 892 884 934 887 894 891 929 884 891 893 938 887 883 892 925 894 893 898 930 891 902 890 929 906 889 888 932 902 891 879 927 898 898 884 930 897 887 899 919 893 891 892 921 905 891 884 933 883 893 891 934 891 902 885 931 905 899 879 933 890 892 886 934 904 899 876 934 885 889 895 935 904 890 907 930 889 886 890 932 877 891 887 934 891 889 887 933 890 896 879 940 902 889 905 939 877 889 886 937 891 892 890 936 898 899 895 938 907 897 886 934 904 893 883 937 893 895 896 939 900 893 894 937 890 898 892 943 887 899 904 939 901 903 889 Tree=0 num_leaves=4 num_cat=0 split_feature=2 19 0 split_gain=972 1.13687e-13 2.84217e-14 threshold=1.0000000180025095e-35 0.78912289885000009 62.21475550000001 decision_type=8 10 10 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0862943615154153 -1.4862943540832312 -1.0862943615154153 -1.4862943540832312 leaf_weight=64.960395991802216 236.57006262242794 16.03960394859314 6.4299349188804618 leaf_count=81 1182 20 13 internal_value=-1.38629 -1.08629 -1.48629 internal_weight=324 81 243 internal_count=1296 101 1195 is_linear=0 shrinkage=1 Tree=1 num_leaves=7 num_cat=0 split_feature=1 0 0 2 6 0 split_gain=122.298 290.773 56.8333 38.516 52.8871 23.6546 threshold=1.0000000180025095e-35 2.5082350000000004 0.0079695000000000026 6.5000000000000009 84.368340610000701 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=-1.4743571468393122 -1.2248382875498089 -1.4489794278749482 -1.1422861325850062 -1.1138037162702794 -1.3978531561906824 -1.4341138481203719 leaf_weight=106.07208426296711 8.6887405589222926 118.76537998765707 17.970699951052666 43.491023115813732 14.738017611205576 14.27405199408531 leaf_count=179 67 335 171 441 58 45 internal_value=-1.38629 -1.34343 -1.21702 -1.17546 -1.25744 -1.35493 internal_weight=324 217.928 99.1625 76.1997 32.7087 22.9628 internal_count=1296 1117 782 670 229 112 is_linear=0 shrinkage=1 Tree=2 num_leaves=7 num_cat=0 split_feature=9 5 0 3 4 5 split_gain=262.684 58.3882 52.5992 25.4232 23.6681 20.6098 threshold=7.9437010385145879 10863.500000000002 19.409948500000002 6.5000000000000009 23996.500000000004 59.000000000000007 decision_type=8 10 10 10 10 10 left_child=2 4 5 -4 -2 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-1.4862943415736145 -1.2728614572468833 -1.1330267283514681 -1.3950723475227047 -1.1546596531712017 -1.4613740681045677 -1.4251319574473609 leaf_weight=99.962454028427601 41.653581336140633 34.11357057094574 8.6628660112619418 8.9357801601290685 7.927721105515956 122.74402426928282 leaf_count=221 170 95 45 27 28 710 internal_value=-1.38629 -1.23372 -1.43943 -1.273 -1.303 -1.45258 internal_weight=324 83.6949 240.305 17.5986 49.5813 222.706 internal_count=1296 293 1003 72 198 931 is_linear=0 shrinkage=1 Tree=3 num_leaves=7 num_cat=0 split_feature=0 10 9 0 13 2 split_gain=166.339 121.901 123.823 89.7452 29.1035 34.0849 threshold=4.7126015000000008 35.000000000000007 7.3929686375397736 18.636041000000002 49191.500000000007 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 -1.1234485722246521 -1.0862943598965236 -1.4768711572210027 -1.3559940525972529 -1.3480316725019468 -1.4660946876798508 leaf_weight=92.865012414753437 28.285718522965908 22.136645555496216 42.712014630436897 40.155682116746902 48.031709924340248 49.813214316964149 leaf_count=194 62 44 140 136 306 414 internal_value=-1.38629 -1.30059 -1.34327 -1.25989 -1.4462 -1.40814 internal_weight=324 133.29 111.153 68.4414 190.71 97.8449 internal_count=1296 382 338 198 914 720 is_linear=0 shrinkage=1 Tree=4 num_leaves=7 num_cat=0 split_feature=1 0 10 6 2 0 split_gain=701.969 0.00193084 0.00122727 0.00199683 0.00138534 0.00230589 threshold=1.0000000180025095e-35 0.0079695000000000026 35.000000000000007 85.404005820363906 6.5000000000000009 2.5082350000000004 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.22642572513992235 -0.097352614817371175 -0.096296453059416504 -0.096034923035357225 -0.097776260706176399 -0.095961486896383175 -0.097209078134548058 leaf_weight=95.695855557918549 45.299474276602268 60.950673274695873 29.707698546350002 19.813909269869328 21.304881863296032 48.631872020661831 leaf_count=101 190 380 143 84 234 164 internal_value=-0.000540025 -0.0967689 -0.0966224 -0.0967382 -0.0970381 -0.096829 internal_weight=321.404 225.709 180.409 150.701 89.7507 69.9368 internal_count=1296 1195 1005 862 482 398 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=7 num_cat=0 split_feature=13 0 16 0 0 0 split_gain=103.453 138.494 73.1008 42.2739 25.4972 25.7783 threshold=50796.000000000007 2.5082350000000004 2.0000000000000004 0.0048770000000000003 30.033029500000001 40.875559000000003 decision_type=8 8 10 10 10 8 left_child=2 3 -1 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.075990112868819459 0.016601309360793196 -0.061456731953303478 0.23481281058079337 0.18412914890571253 0.20945988965860246 -0.04964693011700997 leaf_weight=144.223946377635 19.656713262200356 69.975621350109577 7.986547462642192 64.446922972798347 7.7342043071985218 7.6253658905625352 leaf_count=312 89 203 74 526 68 24 internal_value=0.000154176 0.0539064 -0.0596822 0.144975 -0.0358474 0.0808245 internal_weight=321.649 169.439 152.21 84.1036 85.3352 15.3596 internal_count=1296 910 386 615 295 92 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=7 num_cat=0 split_feature=9 10 0 10 5 19 split_gain=197.382 42.9752 41.911 33.5072 29.5415 20.0532 threshold=7.9437010385145879 35.000000000000007 19.409948500000002 30.500000000000004 6425.5000000000009 0.077066230500000013 decision_type=8 10 10 10 10 10 left_child=2 3 -1 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.062028189599868139 -0.081364329007465375 -0.098993039959288709 0.093209993124276858 0.24687826672087076 0.18625776391279986 0.091171875085768697 leaf_weight=210.98988619446754 9.1878877282142621 7.8826563879847518 18.953518822789192 23.385406911373138 26.058637134730816 25.246099531650543 leaf_count=931 72 30 72 42 76 73 internal_value=0.000249138 0.124245 -0.0492324 0.145224 0.105927 0.0451347 internal_weight=321.704 91.7607 229.943 83.878 60.4926 34.434 internal_count=1296 293 1003 263 221 145 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=7 num_cat=0 split_feature=0 10 9 0 1 2 split_gain=130.482 79.8069 96.7112 57.8574 20.8668 33.9989 threshold=4.7126015000000008 35.000000000000007 7.3929686375397736 18.636041000000002 1.0000000180025095e-35 5.5000000000000009 decision_type=8 10 10 8 10 10 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.096405130445410658 0.20412277369078202 0.23121781889694504 -0.087592250868381238 0.025895954085766226 0.033541309041390716 -0.079599792775347608 leaf_weight=74.621255099773407 32.685533381998539 25.872238278388977 40.437117539346218 41.139878571033478 49.230860382318497 57.67517327517271 leaf_count=101 62 44 140 136 306 507 internal_value=0.00013625 0.0726255 0.0367158 0.104804 -0.0558238 -0.0274976 internal_weight=321.662 140.135 114.263 73.8254 181.527 106.906 internal_count=1296 382 338 198 914 813 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=7 num_cat=0 split_feature=1 0 7 10 5 3 split_gain=547.371 0.00415466 0.00276271 0.00453196 0.00395406 0.0042545 threshold=1.0000000180025095e-35 0.0079695000000000026 41.241066549886092 32.000000000000007 7875.0000000000009 9.5000000000000018 decision_type=8 10 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.18667983116753756 -0.0950377083742589 -0.093353522521543122 -0.094441441087267305 -0.09324544400428264 -0.093617539880330808 -0.096308183580181006 leaf_weight=103.83050405979156 42.588250294327736 55.34043888002634 32.875294953584671 33.503464952111244 25.581134900450706 19.421699151396751 leaf_count=101 190 378 253 158 100 116 internal_value=-0.00103724 -0.0941562 -0.093931 -0.094218 -0.0946363 -0.0951347 internal_weight=313.141 209.31 166.722 111.382 77.8781 52.297 internal_count=1296 1195 1005 627 469 369 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=7 num_cat=0 split_feature=1 0 2 7 0 0 split_gain=85.4531 166.303 31.7566 38.9313 18.8172 15.4721 threshold=1.0000000180025095e-35 2.5082350000000004 6.5000000000000009 72.192781170150241 18.636041000000002 0.0038865000000000006 decision_type=10 10 10 10 10 10 left_child=-1 2 3 5 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.080680952632784422 0.035246419522382083 -0.081652060546895486 0.16892557022900134 -0.078385371384525726 0.010868840620477133 0.15833841334290366 leaf_weight=92.26820407807827 16.470414586365223 77.64587090164423 58.27844275534153 14.366980224847792 30.663710370659828 26.871710062026978 leaf_count=179 81 197 461 35 138 205 internal_value=0.000325216 0.0336484 0.116857 0.0642738 -0.0554583 0.111562 internal_weight=316.565 224.297 115.988 57.7091 108.31 43.3421 internal_count=1296 1117 782 321 335 286 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=7 num_cat=0 split_feature=9 0 5 5 0 13 split_gain=150.393 34.7622 25.0863 20.0603 57.7761 26.1963 threshold=7.9437010385145879 19.409948500000002 10863.500000000002 59.000000000000007 0.0012470000000000001 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=-0.094213051283530747 0.059065566091943106 0.080921831892819943 0.1614402050566893 0.2540664538919683 0.17439297482424942 -0.059262249225538383 leaf_weight=86.474981419742107 54.513171933591366 19.813323222100735 42.673405736684799 6.7232397794723502 5.0367702245712271 101.35562797635794 leaf_count=221 198 72 95 14 24 672 internal_value=0.000458882 -0.0454129 0.104017 -0.0579542 -0.0302349 -0.0482007 internal_weight=316.591 219.404 97.1866 199.591 113.116 106.392 internal_count=1296 1003 293 931 710 696 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=7 num_cat=0 split_feature=13 10 9 0 8 0 split_gain=104.81 72.8164 53.8315 31.9179 31.045 26.9198 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 2.8052600000000001 6.7585825373291648 19.409948500000002 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=-0.093579164600220519 -0.0073649616518380373 0.1810083322929015 -0.082366144983971518 0.14338977315118945 0.24259496998713509 -0.0060894769408262658 leaf_weight=86.478021740913391 90.668310165405273 29.944989368319511 45.07914263010025 41.548424392938614 5.2568721175193778 16.968178987503052 leaf_count=216 604 64 248 82 15 67 internal_value=0.000242354 0.0356005 0.0137771 0.0418398 0.00633329 0.100045 internal_weight=315.944 229.466 199.521 154.442 95.9252 58.5166 internal_count=1296 1080 1016 768 619 149 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=7 num_cat=0 split_feature=2 0 10 6 5 0 split_gain=437.251 0.00638489 0.00331328 0.0048977 0.00481374 0.00370116 threshold=1.0000000180025095e-35 0.0048770000000000003 35.000000000000007 85.404005820363906 7875.0000000000009 2.5082350000000004 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.15973472033580249 -0.093034742602317477 -0.091015261847088358 -0.090506395450578245 -0.092148328467843724 -0.091212556669595254 -0.093882246313771636 leaf_weight=107.59888672828674 36.780113577842712 52.026172026991844 24.653926968574524 30.890655986964703 28.165136195719242 20.467331938445568 leaf_count=101 170 391 144 278 114 98 internal_value=-0.00179026 -0.0918494 -0.0915703 -0.0917696 -0.0922632 -0.0928393 internal_weight=300.582 192.983 156.203 131.549 79.5231 51.358 internal_count=1296 1195 1025 881 490 376 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=7 num_cat=0 split_feature=13 0 16 7 0 0 split_gain=72.6514 77.6014 47.8241 34.8441 24.8154 22.2534 threshold=50796.000000000007 2.5082350000000004 2.0000000000000004 73.492879307441498 0.0048770000000000003 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=-0.069693559384826617 0.11400427106675953 -0.058972671237470332 0.16794460539749126 0.11712053213275708 0.13309514743370063 -0.094495679466894897 leaf_weight=127.28206463903189 10.113020338118078 65.778150364756584 9.0722750872373563 13.551906526088713 72.667580857872963 10.366041570901869 leaf_count=312 67 203 74 92 526 22 internal_value=0.000667279 0.0437924 -0.0538824 -0.0288908 0.105694 0.00846628 internal_weight=308.831 172.477 136.354 79.3301 93.1466 20.4791 internal_count=1296 910 386 295 615 89 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=7 num_cat=0 split_feature=3 10 0 2 5 0 split_gain=114.407 78.4151 40.9908 27.4034 13.6699 47.188 threshold=6.5000000000000009 35.000000000000007 2.5082350000000004 11.500000000000002 59.000000000000007 0.0012470000000000001 decision_type=8 10 10 10 10 10 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.091657171556182304 0.06437952531292726 -0.094114735872499924 0.13826453506445824 -0.098001639152566544 0.20326188045532959 -0.060330851775288075 leaf_weight=79.096023082733154 45.323865033686161 27.960990414023399 76.229829184710979 13.484895683825014 7.6623738408088675 59.753391608595848 leaf_count=221 171 144 180 152 14 414 internal_value=0.000670429 0.0583114 0.0898726 0.0271454 -0.0634572 -0.0303713 internal_weight=309.511 163 135.039 58.8088 146.512 67.4158 internal_count=1296 647 503 323 649 428 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=7 num_cat=0 split_feature=13 10 9 0 3 8 split_gain=88.34 55.9611 44.799 24.4662 26.2872 26.0604 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 2.8052600000000001 6.5000000000000009 6.66879774308451 decision_type=8 10 10 8 8 8 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.091013200971877414 -0.026241347012127821 0.15623039016419715 -0.079384726574968908 0.13577679100410825 0.024608819970991389 0.19262674983543249 leaf_weight=78.713200986385345 63.389399096369743 31.206553652882576 42.10177256166935 37.190067231655121 49.692350514233112 5.9509328156709662 leaf_count=216 526 64 248 98 129 15 internal_value=0.000404023 0.0317538 0.0121673 0.0368404 0.0721943 -0.00745763 internal_weight=308.244 229.531 198.325 156.223 86.8824 69.3403 internal_count=1296 1080 1016 768 227 541 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=7 num_cat=0 split_feature=1 0 10 13 5 0 split_gain=358.316 0.00757787 0.00325422 0.0052154 0.00742159 0.00227588 threshold=1.0000000180025095e-35 0.0079695000000000026 41.000000000000007 50796.000000000007 7875.0000000000009 2.5082350000000004 decision_type=8 10 10 8 10 10 left_child=-1 -2 3 4 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.1414104956516806 -0.09114673767149703 -0.092036207741284501 -0.088373810014820683 -0.08875311394128664 -0.089058313188847688 -0.089790125030288076 leaf_weight=107.60152351856232 37.245138980448246 19.868564583361149 20.379306472837925 38.537094678729773 14.459966219961641 46.942515939474106 leaf_count=101 190 116 123 502 47 217 internal_value=-0.0025662 -0.0898789 -0.089542 -0.0897407 -0.0907819 -0.0893226 internal_weight=285.034 177.433 140.187 119.808 34.3285 85.4796 internal_count=1296 1195 1005 882 163 719 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=7 num_cat=0 split_feature=20 0 2 7 4 5 split_gain=61.8374 103.785 25.0858 26.0642 17.5959 13.2002 threshold=0.96312710515000011 2.5082350000000004 6.5000000000000009 72.192781170150241 343.00000000000006 126.00000000000001 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=-0.075600060934417845 0.07899186954709049 -0.038635484269771536 0.13387325283859405 -0.076636237107189684 -0.060135042665275668 0.24358549949838976 leaf_weight=78.029617808759212 47.410786271095276 3.1802734509110442 61.986487187445164 13.92126329243183 91.638857342302799 3.4607660174369812 leaf_count=174 288 11 464 35 291 33 internal_value=0.000957509 0.0279151 0.0890095 0.0436671 -0.0487443 0.108435 internal_weight=299.628 221.598 123.319 61.332 98.2799 6.64104 internal_count=1296 1122 787 323 335 44 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=7 num_cat=0 split_feature=9 10 0 0 6 2 split_gain=93.2511 26.73 25.1828 19.9592 18.2915 17.332 threshold=7.8706452915351726 35.000000000000007 19.409948500000002 2.5082350000000004 91.780055058083263 11.500000000000002 decision_type=8 10 10 10 10 10 left_child=2 3 -1 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.055924879849755499 0.064397247540965971 -0.092770287339111662 0.14737005511412321 0.12534982030845562 -0.045332363856336155 -0.098855449703749085 leaf_weight=165.41474237293005 40.506858378648758 9.1204404160380346 11.232228696346285 57.669952444732189 8.7731265574693662 7.7469613924622527 leaf_count=848 117 37 37 134 34 89 internal_value=0.000773141 0.0714987 -0.0431087 0.0856429 0.0628625 0.0381877 internal_weight=300.464 115.044 185.42 105.924 20.0054 48.2538 internal_count=1296 377 919 340 71 206 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=7 num_cat=0 split_feature=13 10 3 4 4 4 split_gain=75.2394 42.6596 35.9964 26.5584 25.9591 23.9385 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 163.00000000000003 24937.000000000004 2155.5000000000005 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.088882375606986086 -0.050819851987925484 0.13650491078761448 -0.075794302626479751 0.080578100824645574 0.078108419491885406 -0.093943563148946307 leaf_weight=71.359763778746128 24.159851014614105 31.659995168447495 56.578359074890614 93.003754422068596 13.592673145234583 8.5850849449634534 leaf_count=216 176 64 339 358 51 92 internal_value=0.000710033 0.0288026 0.0113982 0.043418 -0.0459822 0.0658296 internal_weight=298.939 227.58 195.92 125.749 70.171 101.589 internal_count=1296 1080 1016 626 390 450 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=4 10 7 13 0 9 split_gain=300.383 0.00596491 0.00447289 0.00612135 0.00445075 0.00214263 threshold=1.0000000180025095e-35 41.000000000000007 76.473063496013751 50796.000000000007 0.0048770000000000003 6.7070240619093333 decision_type=8 10 8 8 10 10 left_child=-1 2 4 -4 -2 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.12864325324314305 -0.089846246196625901 -0.08651872000726224 -0.091535079649493423 -0.089078350534587777 -0.087848451820562917 -0.087031752129088757 leaf_weight=105.02121448516846 12.685973666608332 18.349811818450689 9.5986917391419393 23.667358450591568 92.190451219677925 6.5259492620825759 leaf_count=101 86 124 55 111 708 111 internal_value=-0.00324854 -0.0882172 -0.0884326 -0.0893353 -0.0880901 -0.088636 internal_weight=268.039 163.018 144.668 39.792 104.876 30.1933 internal_count=1296 1195 1071 277 794 222 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=13 0 16 7 0 0 split_gain=52.5696 44.4135 32.9344 29.1855 19.3071 17.1556 threshold=50796.000000000007 2.8052600000000001 2.0000000000000004 73.492879307441498 0.0048770000000000003 47.407128000000007 decision_type=8 8 10 10 10 8 left_child=2 4 -1 -3 -2 -5 right_child=1 3 -4 5 -6 -7 leaf_value=-0.06428183855060067 -0.0025475818597878205 -0.052280754211034064 0.13439838049171521 0.17188711312863575 0.10539711178485903 -0.095612730521963507 leaf_weight=111.23192939162254 21.255103684961796 59.100971631705761 9.0199124217033368 10.437127761542794 75.167157202959061 3.1124606430530557 leaf_count=312 89 202 74 83 529 7 internal_value=0.00116442 0.0371132 -0.0493791 -0.0219327 0.081602 0.11044 internal_weight=289.325 169.073 120.252 72.6506 96.4223 13.5496 internal_count=1296 910 386 292 618 90 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=7 num_cat=0 split_feature=3 10 10 2 5 15 split_gain=78.3593 51.3093 28.0938 29.3153 34.606 14.8861 threshold=6.5000000000000009 35.000000000000007 30.500000000000004 7.5000000000000009 7237.0000000000009 6.5000000000000009 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.057092453421927973 0.18217399843697948 -0.089537256662455586 0.15431505490789804 -0.085722684338370297 0.067488251446081685 0.16444100913557913 leaf_weight=128.96138392388821 13.835417747497557 23.397907041013241 31.069884531199932 26.821440406143669 63.973187476396561 2.6101460456848136 leaf_count=649 24 144 55 248 172 4 internal_value=0.00104843 0.0474155 0.0705838 0.046325 0.0262026 -0.0635369 internal_weight=290.669 161.708 138.31 107.24 93.4048 29.4316 internal_count=1296 647 503 448 424 252 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 8 split_gain=63.5137 34.2599 33.1078 16.7791 20.8956 16.4571 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 163.00000000000003 1.0000000180025095e-35 5.1998592407613584 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=-0.0870027128158887 -0.04780802579607521 0.12281360891060256 -0.074869010173251191 0.17769867798103178 -0.029922428362140114 0.05382533771501246 leaf_weight=64.13281899318099 23.44053727388382 31.335324585437775 37.072728764265776 10.737663269042967 31.623790822923183 90.939681701362133 leaf_count=216 176 64 248 17 168 407 internal_value=0.000791952 0.0257998 0.0101149 0.0302155 0.0439356 0.0322168 internal_weight=289.283 225.15 193.814 156.742 133.301 122.563 internal_count=1296 1080 1016 768 592 575 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=7 num_cat=0 split_feature=1 0 10 7 13 5 split_gain=254.833 0.00653328 0.00477613 0.00417922 0.00466431 0.00226661 threshold=1.0000000180025095e-35 0.0048770000000000003 41.000000000000007 74.846963963744486 50796.000000000007 3698.5000000000005 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.11902458591386296 -0.088902628905849879 -0.086296189460427997 -0.08498806200673209 -0.089373917948449455 -0.086766120753878906 -0.086784703065391711 leaf_weight=100.68302482366562 13.358493134379385 68.73030448704958 16.460446931421757 14.131294667720796 32.336713545024395 4.444264266639947 leaf_count=101 92 561 124 89 295 34 internal_value=-0.00395111 -0.0867923 -0.0865851 -0.0868049 -0.0874916 -0.0887544 internal_weight=250.145 149.462 136.103 119.643 50.9123 18.5756 internal_count=1296 1195 1103 979 418 123 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=7 num_cat=0 split_feature=2 0 2 7 0 0 split_gain=44.5689 70.9799 18.683 20.8285 14.7459 11.5546 threshold=1.0000000180025095e-35 2.5082350000000004 6.5000000000000009 72.192781170150241 18.636041000000002 45.141901000000011 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=-0.086013274477690693 0.063921360156128648 -0.071919365531600207 0.11074401987966752 -0.076130968010530306 0.060505451591706366 -0.039783533713720259 leaf_weight=48.212513327598572 47.625216066837311 60.893644168972969 61.386231303215027 13.665895611047743 19.898107789456844 27.180696472525597 leaf_count=101 286 197 461 35 113 103 internal_value=0.00142823 0.0197061 0.0717494 0.0326943 -0.0394252 0.00260414 internal_weight=278.862 230.65 122.677 61.2911 107.972 47.0788 internal_count=1296 1195 782 321 413 216 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=7 num_cat=0 split_feature=3 10 10 2 5 5 split_gain=63.9398 41.4937 22.7793 23.1978 29.2698 13.3935 threshold=6.5000000000000009 35.000000000000007 30.500000000000004 7.5000000000000009 10863.500000000002 59.000000000000007 decision_type=8 10 10 8 8 10 left_child=5 2 3 -2 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.086589682823808398 0.16020260307848205 -0.087635442528817345 0.13867100844473587 -0.055482141731817126 0.063175047773535706 -0.02000226314702741 leaf_weight=61.088843882083893 14.172722563147543 21.119983471930027 30.799222342669964 31.500153545290232 61.13674933463335 59.75425173714757 leaf_count=221 24 144 55 266 158 428 internal_value=0.00114584 0.0428733 0.0629036 0.0410556 0.022827 -0.0536637 internal_weight=279.572 158.729 137.609 106.81 92.6369 120.843 internal_count=1296 647 503 448 424 649 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=7 num_cat=0 split_feature=13 10 3 4 0 8 split_gain=53.8481 27.4337 25.4957 21.4961 19.1744 19.3487 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 24937.000000000004 2.8052600000000001 6.0124073458263707 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 5 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.085377847040705127 -0.0080382710230725192 0.11146029028010268 -0.071762906271583382 0.070207763135533799 0.092848297287466658 0.13958773467540547 leaf_weight=57.367607671767473 76.896280273795128 30.463876865804195 50.847261033952236 13.495696645230053 39.749166406691074 10.037054494023321 leaf_count=216 491 64 339 51 107 28 internal_value=0.000967249 0.0233314 0.00927695 -0.0419851 0.0353133 0.00900617 internal_weight=278.857 221.489 191.025 64.343 126.683 86.9333 internal_count=1296 1080 1016 390 626 519 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=7 num_cat=0 split_feature=1 10 9 13 5 2 split_gain=215.266 0.00551504 0.00675953 0.00369012 0.00343717 0.0020386 threshold=1.0000000180025095e-35 25.000000000000004 7.4774531472390784 49199.500000000007 5836.0000000000009 3.5000000000000004 decision_type=8 10 10 8 8 10 left_child=-1 3 -3 4 -2 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.11086338596098655 -0.08858280528615578 -0.088802594622127917 -0.083899809668035369 -0.08614529552936169 -0.084977346238687024 -0.085196924328680604 leaf_weight=94.538265526294708 8.5850786752998793 3.1070419251918784 29.624056823551655 42.054791539907455 3.8209047913551339 49.163385700434446 leaf_count=101 95 9 260 359 14 458 internal_value=-0.00509805 -0.0854968 -0.0843652 -0.0858542 -0.0874724 -0.0856342 internal_weight=230.894 136.355 32.7311 103.624 12.406 91.2182 internal_count=1296 1195 269 926 109 817 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=1 0 0 0 0 4 split_gain=38.0832 56.7141 16.706 13.3884 11.3734 11.2483 threshold=1.0000000180025095e-35 2.5082350000000004 0.0079695000000000026 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=-0.084458125321045296 0.14578026602493618 -0.069103666901422181 0.084292264959839991 0.0033929012208695239 -0.061336896421473913 -0.062158982399780308 leaf_weight=42.94265142083168 7.2218418717384347 56.313260838389397 94.757900111377239 46.515406146645546 15.359501123428343 4.0661323964595804 leaf_count=101 55 197 670 216 45 12 internal_value=0.00181461 0.0183365 0.0646208 -0.0363092 -0.00533066 0.0708768 internal_weight=267.177 224.234 121.405 102.829 26.6475 11.288 internal_count=1296 1195 782 413 112 67 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=7 num_cat=0 split_feature=3 10 0 0 5 4 split_gain=51.7279 33.7194 19.8605 14.7786 13.09 38.1339 threshold=6.5000000000000009 35.000000000000007 2.5082350000000004 0.084130500000000011 59.000000000000007 149.00000000000003 decision_type=8 10 10 10 10 10 left_child=4 2 3 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.085098881384538236 0.036444692517525329 -0.085962450908602994 0.089899983155248608 -0.092866947362520158 0.16793595365249209 -0.052523264666261782 leaf_weight=54.856466621160507 48.366713237017393 18.971863113343716 76.79726867377758 10.814126718789337 9.3555362448096258 48.631080716848373 leaf_count=221 175 144 180 148 34 394 internal_value=0.00142007 0.0389264 0.056351 0.0128156 -0.0500815 -0.0169545 internal_weight=267.793 154.95 135.978 59.1808 112.843 57.9866 internal_count=1296 647 503 323 649 428 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 8 split_gain=45.9937 22.1898 25.2004 13.5702 15.2259 12.6834 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 163.00000000000003 1.0000000180025095e-35 4.4954850976912946 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.084000654201389136 -0.045681652788696014 0.1025094470930754 -0.071275701174032438 0.15288874154208873 -0.050295303351970404 0.041243436821520582 leaf_weight=51.254988469183445 22.79208093136549 29.153299532830715 32.535169292241335 10.587801873683928 17.733997751027346 103.34470189362764 leaf_count=216 176 64 248 17 111 464 internal_value=0.00116678 0.0213625 0.00871132 0.0255598 0.037892 0.0278361 internal_weight=267.402 216.147 186.994 154.459 131.667 121.079 internal_count=1296 1080 1016 768 592 575 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=7 num_cat=0 split_feature=1 0 10 6 5 0 split_gain=183.215 0.00519102 0.00380841 0.00247287 0.00439673 0.00266361 threshold=1.0000000180025095e-35 0.0048770000000000003 41.000000000000007 85.149596819550894 9545.5000000000018 1.6502960000000002 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=0.10449804473020621 -0.086386409044029888 -0.08365803118390458 -0.082561023211574255 -0.084700855160662947 -0.083338136261633014 -0.086278115458146107 leaf_weight=87.520117342472076 11.539338730275629 32.699657075107098 13.164092041552065 34.193896315991879 17.14962175861001 15.587813481688498 leaf_count=101 92 388 124 365 110 116 internal_value=-0.00634373 -0.0843663 -0.0841596 -0.0843708 -0.084719 -0.0851947 internal_weight=211.855 124.334 112.795 99.631 66.9313 49.7817 internal_count=1296 1195 1103 979 591 481 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=7 num_cat=0 split_feature=2 0 2 7 4 5 split_gain=32.5541 45.1748 15.5297 16.2878 12.3956 11.287 threshold=1.0000000180025095e-35 2.5082350000000004 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=-0.083123630521719491 0.050274238674495347 -0.043629749039293557 0.094827850536868472 -0.074783077752324539 -0.043815133596685873 0.19402268209244264 leaf_weight=38.076892584562302 47.435181714594364 3.6736769080162031 59.03784641623497 13.344534397125242 90.138169698417187 4.3825068026781082 leaf_count=101 286 13 461 35 363 37 internal_value=0.00218976 0.0170902 0.0582991 0.0228172 -0.0331933 0.0856515 internal_weight=256.089 218.012 119.818 60.7797 98.1944 8.05618 internal_count=1296 1195 782 321 413 50 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=7 num_cat=0 split_feature=5 5 0 0 4 9 split_gain=43.993 22.4529 20.8877 17.4366 14.5886 12.5453 threshold=59.000000000000007 30124.500000000004 0.0079695000000000026 5.0057140000000011 23338.500000000004 7.910724502427068 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.083768070309141962 0.12001919790249692 0.10792207748246248 -0.048000832785499277 0.016579713486942312 -0.063755502014444063 0.10276015163540481 leaf_weight=48.895472388714552 15.530398484319447 26.348559938371181 53.875775046646595 72.720172844827175 17.101475059986115 22.001973778009415 leaf_count=221 44 56 646 214 66 49 internal_value=0.0015669 0.0216677 0.0091274 -0.00126608 0.0212504 0.0365976 internal_weight=256.474 207.578 181.23 165.699 111.824 94.7221 internal_count=1296 1075 1019 975 329 263 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=7 num_cat=0 split_feature=13 15 4 9 8 0 split_gain=39.5269 18.6864 26.9915 18.977 18.9353 12.1326 threshold=49191.500000000007 4.5000000000000009 1242.5000000000002 6.0303165925932634 5.2927476730057128 5.0404110000000015 decision_type=8 10 10 10 10 10 left_child=-1 2 4 5 -2 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.082834550697982332 0.0088610884136646681 0.084021635667138439 -0.088405430794106954 -0.079431133345026939 0.099345612499760816 0.12813045526882291 leaf_weight=45.689031757414341 83.833613507449627 37.257195264101028 3.7424896322190753 45.621226068586111 31.93798716366291 8.3849898874759656 leaf_count=216 404 89 59 418 97 13 internal_value=0.00148677 0.0197646 0.00596775 -0.0498752 0.0338231 0.0613084 internal_weight=256.467 210.778 173.52 57.7487 115.772 12.1275 internal_count=1296 1080 991 490 501 72 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=7 num_cat=0 split_feature=1 10 5 7 0 7 split_gain=156.849 0.00431704 0.00308054 0.003389 0.00323656 0.00190053 threshold=1.0000000180025095e-35 41.000000000000007 9545.5000000000018 69.792058971722028 0.0048770000000000003 74.366900858411057 decision_type=8 10 10 8 10 8 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.099448686229379024 -0.084898347857088247 -0.081572147120472963 -0.082339127537755685 -0.085979421982414872 -0.082671720532885351 -0.08415465384775539 leaf_weight=80.091592192649841 8.312098912894724 11.703478101640938 16.264569967985153 6.6598886474966994 30.416722301393747 39.920155808329582 leaf_count=101 82 124 118 50 411 410 internal_value=-0.00766025 -0.0833908 -0.0836004 -0.0838408 -0.0831496 -0.0844156 internal_weight=193.369 113.277 101.573 85.3089 38.7288 46.58 internal_count=1296 1195 1071 953 493 460 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=7 num_cat=0 split_feature=1 0 0 0 0 4 split_gain=27.7544 36.208 12.9672 11.8472 9.48356 10.5206 threshold=1.0000000180025095e-35 2.5082350000000004 0.0076135000000000013 18.636041000000002 3.5000000000000004e-05 140.00000000000003 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=-0.081978461615419801 0.14550287601631992 -0.06438696136768271 0.070377265915386761 0.0067095617002675377 -0.061132210885660579 -0.061749121455554626 leaf_weight=33.629057973623276 6.2009669840335864 49.047230843454599 91.867976158857346 44.888334676623344 15.016434878110884 4.0483609586954117 leaf_count=101 50 197 675 216 45 12 internal_value=0.00239489 0.0158378 0.0529284 -0.0304126 -0.0105167 0.0636408 internal_weight=244.698 211.069 117.134 93.9356 25.2658 10.2493 internal_count=1296 1195 782 413 107 62 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=7 num_cat=0 split_feature=5 10 10 4 5 15 split_gain=37.9249 18.7294 25.7607 16.3925 19.5651 19.6628 threshold=59.000000000000007 35.000000000000007 30.500000000000004 126.00000000000001 26643.000000000004 4.5000000000000009 decision_type=8 10 10 8 10 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.082692260022044606 0.13667849684336508 -0.083858528361057838 0.11777381682573625 -0.037859729917374851 0.1016934422282661 0.043120782720617291 leaf_weight=43.69832593947649 10.096087090671061 15.97867004200816 27.783939972519875 83.11484881862998 18.336539134383202 46.904284056276083 leaf_count=221 34 144 55 693 43 106 internal_value=0.00178611 0.0200418 0.0289563 0.0133824 0.00499172 -0.00864608 internal_weight=245.913 202.214 186.236 158.452 148.356 130.019 internal_count=1296 1075 931 876 842 799 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=7 num_cat=0 split_feature=4 9 10 0 3 0 split_gain=29.7709 16.9491 24.992 11.6389 17.2095 13.6969 threshold=149.00000000000003 7.8464943593056891 35.000000000000007 2.5082350000000004 2.5000000000000004 0.031714500000000007 decision_type=8 10 10 10 10 8 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.069886351160840562 0.15998034527017499 -0.079281011490129602 0.08829327116653829 0.064433553428417167 -0.050064229536057131 0.021518319983178248 leaf_weight=46.835298717021942 8.5460073351860029 33.520384166389704 12.117140639573334 70.678703583776951 30.796022277325392 43.559190653264523 leaf_count=215 21 288 38 174 368 192 internal_value=0.00185326 0.018719 -0.0347887 0.0346192 0.00920052 0.0442281 internal_weight=246.053 199.217 45.6375 153.58 82.9012 52.1052 internal_count=1296 1081 326 755 581 213 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=7 num_cat=0 split_feature=1 15 0 7 5 0 split_gain=135.127 0.002849 0.00203396 0.00211064 0.00323111 0.00283594 threshold=1.0000000180025095e-35 6.5000000000000009 0.0048770000000000003 69.792058971722028 7875.0000000000009 2.5082350000000004 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.095464586784480665 -0.084124512580384073 -0.081318628871263177 -0.081918848255367022 -0.082889028788413574 -0.081381223848702222 -0.084838667129239195 leaf_weight=72.752285122871399 9.6605227477848512 16.377972070127726 29.396752666682005 27.596627708524466 9.8314408697187883 10.225307881832121 leaf_count=101 92 143 426 350 95 89 internal_value=-0.00888562 -0.0825282 -0.0827567 -0.0825852 -0.0829963 -0.0834161 internal_weight=175.841 103.089 86.7107 77.0501 47.6534 37.8219 internal_count=1296 1195 1052 960 534 439 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=7 num_cat=0 split_feature=1 0 2 7 0 0 split_gain=23.6467 28.7082 12.3847 13.589 10.5969 8.43669 threshold=1.0000000180025095e-35 2.5082350000000004 6.5000000000000009 72.192781170150241 18.636041000000002 45.141901000000011 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=-0.080990538157667991 0.041639813568392643 -0.061643258821038965 0.082040058313670713 -0.073946233415815729 0.055065222854711771 -0.032307052533543851 leaf_weight=29.576459944248199 46.168478012084961 45.320645213127136 55.125301189720631 13.045244812965391 20.087271191179752 24.568837482482195 leaf_count=101 286 197 461 35 113 103 internal_value=0.00258034 0.0146779 0.0479301 0.0161753 -0.0275777 0.00699486 internal_weight=233.892 204.316 114.339 59.2137 89.9768 44.6561 internal_count=1296 1195 782 321 413 216 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=7 num_cat=0 split_feature=5 10 10 0 15 5 split_gain=32.6325 16.0091 22.0774 13.932 16.59 16.9683 threshold=59.000000000000007 35.000000000000007 30.500000000000004 0.0012470000000000001 4.5000000000000009 44852.000000000007 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=-0.08174105880281024 0.13365238277115943 -0.08281310110995134 0.11158678124270771 -0.01943629587909769 0.097143568836054642 0.10099123986103023 leaf_weight=38.80273700132966 8.9265702366828901 14.412824574857948 26.206066563725471 116.24090062081814 17.230957739055157 13.009429305791853 leaf_count=221 14 144 55 799 34 29 internal_value=0.00204567 0.0186309 0.0266815 0.0123641 0.0049728 -0.00731491 internal_weight=234.829 196.027 181.614 155.408 146.481 129.25 internal_count=1296 1075 931 876 862 828 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=7 num_cat=0 split_feature=13 15 4 8 4 5 split_gain=29.7403 13.8858 20.3582 14.9062 13.9025 10.3918 threshold=49191.500000000007 4.5000000000000009 1242.5000000000002 4.4954850976912946 24937.000000000004 56.000000000000007 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=-0.081083685142168543 0.031479875687374814 0.075202111442613878 -0.074629459959642444 0.079559574592913324 0.05225722944019115 -0.045308977466149064 leaf_weight=36.395259095355868 47.449607878923416 34.215438485145569 40.044314220547676 38.290270753204823 11.008919067680834 28.037150405347347 leaf_count=216 190 89 441 126 49 185 internal_value=0.00203258 0.0172303 0.0051965 0.0287381 -0.0472681 0.0029591 internal_weight=235.441 199.046 164.83 113.777 51.0532 75.4868 internal_count=1296 1080 991 501 490 375 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=7 num_cat=0 split_feature=1 10 9 6 5 9 split_gain=116.554 0.00409549 0.00248172 0.0016078 0.00287761 0.00203705 threshold=1.0000000180025095e-35 25.000000000000004 7.4774531472390784 111.9248455593452 10863.500000000002 7.7271119458663193 decision_type=8 10 10 8 10 10 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.092149338648195037 -0.081701180002734811 -0.083717491559366308 -0.08016587641797214 -0.082454572153104908 -0.080909174165134004 -0.084295129319901033 leaf_weight=65.431954681873322 39.812350023537874 2.1992127597332027 18.668374268338084 15.991535039618613 7.4097693152725688 9.6368260905146581 leaf_count=101 581 9 260 144 62 139 internal_value=-0.010269 -0.0817753 -0.0805402 -0.0821291 -0.0826448 -0.0831467 internal_weight=159.15 93.7181 20.8676 72.8505 33.0381 25.6284 internal_count=1296 1195 269 926 345 283 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=7 num_cat=0 split_feature=1 0 0 0 0 0 split_gain=20.2469 23.5407 10.4203 9.37696 14.1631 9.20219 threshold=1.0000000180025095e-35 2.5082350000000004 0.0054040000000000008 30.033029500000001 40.875559000000003 5.1500000000000012e-05 decision_type=8 8 10 8 8 10 left_child=-1 2 5 -3 -5 -2 right_child=1 3 -4 4 -6 -7 leaf_value=-0.080148117062058294 0.048094425606326208 -0.053502997268188239 0.059754138270249217 0.11149483052441329 -0.02628569547195922 -0.080056394105406881 leaf_weight=25.954074084758759 11.102296046912672 49.890688430517912 88.40097988396883 10.457606196403502 26.03420564904809 11.313124127686022 leaf_count=101 67 229 685 71 113 30 internal_value=0.00288038 0.0138081 0.0443129 -0.0253253 0.0131986 -0.0165836 internal_weight=223.153 197.199 110.816 86.3825 36.4918 22.4154 internal_count=1296 1195 782 413 184 97 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=7 num_cat=0 split_feature=5 10 10 15 4 5 split_gain=28.2917 13.6752 19.1944 11.5861 13.7667 15.5424 threshold=59.000000000000007 35.000000000000007 30.500000000000004 4.5000000000000009 126.00000000000001 4118.5000000000009 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=-0.080925700168274384 0.11179988589774653 -0.081857667132546719 0.10648537779107525 0.089862449211484174 -0.043916069888568908 0.026604996751412896 leaf_weight=34.462563417851925 10.502172783017157 12.89956161379814 24.741964019834995 16.801201805472374 60.353340450674295 64.81437986344099 leaf_count=221 34 144 55 34 573 235 internal_value=0.00243868 0.0175505 0.0247866 0.011529 0.00182831 -0.00739883 internal_weight=224.575 190.113 177.213 152.471 135.67 125.168 internal_count=1296 1075 931 876 842 808 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=7 num_cat=0 split_feature=13 15 9 8 6 4 split_gain=25.2999 11.7007 18.4143 10.7839 9.96671 9.71575 threshold=49191.500000000007 4.5000000000000009 6.3944237114723839 5.1998592407613584 127.59790896383122 1470.5000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.08029160231445108 0.0036523490528645591 0.070283707379733648 -0.070892580242845185 0.11030335270400904 0.095980194262424309 0.0081001562867272156 leaf_weight=32.068839164450765 82.515034131705761 32.556072562932968 35.990664564073086 22.396002486348152 3.9744006022810927 15.9083309546113 leaf_count=216 419 89 387 53 12 120 internal_value=0.00196923 0.0156136 0.00454385 0.0240076 -0.0542976 0.0678569 internal_weight=225.409 193.341 160.784 120.819 39.9651 38.3043 internal_count=1296 1080 991 592 399 173 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=7 num_cat=0 split_feature=1 10 9 6 5 0 split_gain=100.868 0.00377674 0.0018345 0.00134557 0.00234805 0.0025495 threshold=1.0000000180025095e-35 25.000000000000004 7.4774531472390784 111.9248455593452 10863.500000000002 2.5082350000000004 decision_type=8 10 10 8 10 10 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.089430668997328794 -0.081063568375712533 -0.082725993128714398 -0.079515556018929665 -0.081876564360780613 -0.080319361371343684 -0.084366164621638123 leaf_weight=58.457369387149811 36.310164790600538 1.9944389760494257 16.544246910139918 18.343200726434596 6.7429208755493155 5.3023900315165511 leaf_count=101 581 9 260 215 62 68 internal_value=-0.0117393 -0.0811235 -0.0798609 -0.0814745 -0.0819654 -0.0824348 internal_weight=143.695 85.2374 18.5387 66.6987 30.3885 23.6456 internal_count=1296 1195 269 926 345 283 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=7 num_cat=0 split_feature=1 0 2 11 0 0 split_gain=17.3489 19.1774 9.87338 9.47624 8.5404 6.92097 threshold=1.0000000180025095e-35 2.8052600000000001 8.5000000000000018 11.500000000000002 18.636041000000002 0.0048770000000000003 decision_type=8 8 10 10 8 10 left_child=-1 2 3 5 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.079424809431696664 -0.019213753226868354 -0.057860990079523167 0.079817733347295014 -0.10330810508468125 0.0067633860101586792 0.051999726384170053 leaf_weight=22.715490683913231 20.190581083297729 38.381822217255831 40.351191319525242 5.9362322390079489 43.7701635658741 42.110118664801121 leaf_count=101 89 193 363 13 216 321 internal_value=0.00318712 0.0130255 0.0406053 0.0174175 -0.0234294 0.0289207 internal_weight=213.456 190.74 108.588 68.2369 82.152 62.3007 internal_count=1296 1195 786 423 409 410 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=7 num_cat=0 split_feature=5 10 10 5 2 3 split_gain=24.4898 11.7079 16.7017 10.2094 13.6559 11.0445 threshold=59.000000000000007 35.000000000000007 30.500000000000004 26643.000000000004 12.500000000000002 6.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.080260630346257064 -0.0030978340860753125 -0.081049005452068681 0.10180021730059047 0.086273504123922817 -0.071693620467051897 0.068518816388090126 leaf_weight=30.621058434247971 82.747382018715143 11.570526644587515 23.197122506797314 15.92031519114971 21.374939229339361 29.108896605670452 leaf_count=221 494 144 55 43 205 134 internal_value=0.00254149 0.0163274 0.0228647 0.0105881 0.0015441 0.0155393 internal_weight=214.54 183.919 172.349 149.152 133.231 111.856 internal_count=1296 1075 931 876 833 628 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=7 num_cat=0 split_feature=13 15 9 8 6 4 split_gain=21.6588 9.95157 15.6313 8.95885 8.88421 8.50342 threshold=49191.500000000007 4.5000000000000009 6.3944237114723839 5.1998592407613584 126.74210505690918 1470.5000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.079595611008160233 0.0034582996810539565 0.066200107653653223 -0.077957555161524528 0.10369907976388866 0.039124291155867581 0.0068610080901961969 leaf_weight=28.18822849355638 81.953999556601048 30.981279633939266 29.275213193148375 21.400353796780109 8.323666036128996 15.735078383237122 leaf_count=216 419 89 355 53 44 120 internal_value=0.00213713 0.0144135 0.00417396 0.0219211 -0.0520379 0.0626667 internal_weight=215.858 187.67 156.688 119.089 37.5989 37.1354 internal_count=1296 1080 991 592 399 173 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=7 num_cat=0 split_feature=1 15 0 0 5 8 split_gain=87.5134 0.00229038 0.00132195 0.00118967 0.00151324 0.00300017 threshold=1.0000000180025095e-35 6.5000000000000009 0.0048770000000000003 1.6502960000000002 12959.500000000002 6.7797135028502566 decision_type=8 10 10 10 10 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.087184510461813192 -0.081544734222506715 -0.079258188332334029 -0.079961220437932801 -0.080877483075986467 -0.079518074147603063 -0.084326595745814373 leaf_weight=51.93425726890564 17.089806031435728 11.497441036626695 21.288147641345859 18.956944437697537 5.7889529038220635 2.9088977873325339 leaf_count=101 170 143 610 178 55 39 internal_value=-0.0132703 -0.0805607 -0.0807875 -0.0805232 -0.0809557 -0.0813363 internal_weight=129.464 77.5302 66.0327 48.9429 27.6548 21.8658 internal_count=1296 1195 1052 882 272 217 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=7 num_cat=0 split_feature=1 0 2 15 7 10 split_gain=14.8629 15.5822 9.08235 7.33183 12.9685 12.8922 threshold=1.0000000180025095e-35 2.5082350000000004 8.5000000000000018 4.5000000000000009 73.492879307441498 30.500000000000004 decision_type=8 8 10 10 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=-0.078803685469986118 0.01550394068410911 -0.036421648254551013 0.076794054934622519 -0.082571709257578313 0.10506870398029589 -0.082084307456064431 leaf_weight=19.83568811416626 66.859104014933109 44.193751156330109 37.873978950083256 15.554245978593825 15.37704508751631 4.8390357345342627 leaf_count=101 423 203 359 79 105 26 internal_value=0.00345391 0.012288 0.0376679 -0.0209533 -0.00607317 0.0602707 internal_weight=204.533 184.697 104.733 79.9641 64.4098 20.2161 internal_count=1296 1195 782 413 334 131 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=7 num_cat=0 split_feature=5 10 10 0 15 0 split_gain=21.405 10.0734 14.7987 10.2339 11.1646 11.2605 threshold=59.000000000000007 35.000000000000007 30.500000000000004 0.0012470000000000001 4.5000000000000009 2.5082350000000004 decision_type=8 10 10 8 10 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.079728635981759166 0.11312796289803556 -0.080332739896232686 0.098155648863704842 -0.057168865178379852 0.082171357574745973 0.011346433686985886 leaf_weight=27.281043602153659 8.9988030791282636 10.355410564690827 21.796514578163624 32.924937717616558 15.777906782925127 88.366150006651878 leaf_count=221 14 144 55 532 34 296 internal_value=0.00276086 0.015388 0.0212929 0.0098233 0.00304118 -0.00725231 internal_weight=205.501 178.22 167.864 146.068 137.069 121.291 internal_count=1296 1075 931 876 862 828 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=7 num_cat=0 split_feature=13 3 4 4 8 8 split_gain=18.5889 8.69716 10.0627 17.6586 9.41531 7.87082 threshold=49191.500000000007 82.000000000000014 23996.500000000004 4534.0000000000009 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=-0.079037749605642013 0.011071327604010894 -0.089394865260458894 0.092581366234553958 -0.086221614631703691 0.055178270084561332 -0.094043675896418696 leaf_weight=24.823091950267553 80.487506430596113 7.9036664329469195 16.332845784723759 16.976721545681357 52.706255266442895 7.8151166886091223 leaf_count=216 394 53 45 270 283 35 internal_value=0.00214557 0.0132047 0.0178566 0.0101314 0.0217318 0.00176825 internal_weight=207.045 182.222 174.318 157.986 141.009 88.3026 internal_count=1296 1080 1027 982 712 429 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=1 10 9 10 0 7 split_gain=76.0166 0.00298752 0.00100253 0.000873101 0.00102858 0.000806518 threshold=1.0000000180025095e-35 25.000000000000004 7.4774531472390784 16.500000000000004 0.0079695000000000026 36.745817935084027 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 -2 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.085316983219519138 -0.080965076609027131 -0.081084445393833388 -0.078453648482764246 -0.082969117951023019 -0.079528855351070182 -0.080446310031803636 leaf_weight=45.920372188091278 16.215737890452147 1.6313583552837361 12.923584910109637 1.2508371546864498 18.064017239958048 20.405507948249578 leaf_count=101 184 9 260 27 375 340 internal_value=-0.014803 -0.0800247 -0.0787485 -0.0803568 -0.0802971 -0.0800155 internal_weight=116.411 70.491 14.5549 55.9361 54.6853 38.4695 internal_count=1296 1195 269 926 899 715 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=7 num_cat=0 split_feature=1 0 4 9 10 7 split_gain=12.6891 12.357 7.63073 8.95677 8.38315 9.56932 threshold=1.0000000180025095e-35 2.8052600000000001 390.50000000000006 7.4660905067166388 30.500000000000004 73.492879307441498 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=-0.078270206046205437 0.034101106397856296 0.072393823922221073 -0.084537328175459669 -0.025693084930349747 -0.07987475479804701 0.079578493645789478 leaf_weight=17.286796391010284 102.59831519424915 8.1435825340449792 20.889110378921032 20.705644439905882 11.546929202973841 14.812027990818022 leaf_count=101 786 50 83 98 79 99 internal_value=0.00353975 0.0114539 -0.0190801 -0.0300424 -0.00585538 0.0182086 internal_weight=195.982 178.696 76.0973 67.9537 47.0646 35.5177 internal_count=1296 1195 409 359 276 197 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=7 num_cat=0 split_feature=5 5 0 0 0 0 split_gain=18.646 8.77072 10.838 8.37026 9.25893 10.004 threshold=59.000000000000007 30124.500000000004 0.0079695000000000026 5.0057140000000011 0.084130500000000011 0.044599000000000007 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=-0.079238116804733694 0.086618521106096413 0.079891238236147008 -0.065675367495088399 0.013841048543123697 -0.085926252677356485 0.076078993444438692 leaf_weight=24.231724912300706 15.271649442613123 18.304241053760052 9.4581987895071524 97.367723435163498 21.22083025239408 10.511469591408966 leaf_count=221 44 56 158 329 416 72 internal_value=0.00289183 0.0144535 0.006667 -0.00214512 -0.0399338 0.00894013 internal_weight=196.366 172.134 153.83 138.558 41.1905 19.9697 internal_count=1296 1075 1019 975 646 230 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=7 num_cat=0 split_feature=13 15 9 8 0 5 split_gain=16.0081 7.62986 11.5813 8.08783 12.6998 12.3291 threshold=49191.500000000007 4.5000000000000009 6.3944237114723839 4.4954850976912946 0.23550500000000002 169.00000000000003 decision_type=8 10 10 10 10 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.078528477445074754 -0.0012430248636526007 0.06088746437233912 -0.048151642164182468 0.10942848032761175 0.091808988578758105 -0.09529277205635435 leaf_weight=21.806860577315092 74.741279397159815 27.305151455104351 33.749514929950237 4.4153892993926975 28.170784421265125 8.8141818977892399 leaf_count=216 377 89 399 7 83 125 internal_value=0.00231984 0.0122695 0.00341296 0.0183971 0.053854 -0.0269667 internal_weight=199.003 177.196 149.891 116.142 41.4004 13.2296 internal_count=1296 1080 991 592 215 132 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=7 num_cat=0 split_feature=1 10 10 0 8 7 split_gain=66.1825 0.00230989 0.000734848 0.000820077 0.000687531 0.000685248 threshold=1.0000000180025095e-35 25.000000000000004 16.500000000000004 0.0079695000000000026 5.2927476730057128 36.745817935084027 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -3 -5 right_child=1 4 -4 5 -6 -7 leaf_value=0.083756494712730251 -0.080422723744502933 -0.080673866462390026 -0.082339168340529761 -0.079065055769386106 -0.078145681729588856 -0.079951824074305067 leaf_weight=40.440477311611176 14.908862091600893 1.1819681152701367 1.1679345276206721 16.370610382407904 11.959491908550261 18.632322261109948 leaf_count=101 184 7 27 375 262 340 internal_value=-0.016453 -0.0795555 -0.0798597 -0.0798016 -0.0783731 -0.0795371 internal_weight=104.662 64.2212 51.0797 49.9118 13.1415 35.0029 internal_count=1296 1195 926 899 269 715 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=7 num_cat=0 split_feature=1 0 2 11 15 7 split_gain=10.7483 9.58307 7.89149 7.35766 6.39845 9.95446 threshold=1.0000000180025095e-35 2.8052600000000001 8.5000000000000018 10.500000000000002 4.5000000000000009 73.492879307441498 decision_type=8 8 10 8 10 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.077811897127274349 0.019920320550058618 -0.031793164271097345 0.068561917865959485 -0.1018312655342178 -0.081476223617830135 0.054707451567931699 leaf_weight=15.03965537250042 59.401040028780699 40.789172682911158 35.202923055738211 5.4160918295383444 12.769276238977907 19.743509232997894 leaf_count=101 410 202 363 13 78 129 internal_value=0.00328084 0.0103175 0.0304473 0.00974681 -0.0171495 -0.00357988 internal_weight=188.362 173.322 100.02 64.8171 73.302 60.5327 internal_count=1296 1195 786 423 409 331 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=7 num_cat=0 split_feature=5 10 10 15 4 5 split_gain=16.3226 8.0614 12.0004 8.48727 9.5278 8.65115 threshold=59.000000000000007 35.000000000000007 30.500000000000004 6.5000000000000009 126.00000000000001 44852.000000000007 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=-0.078804222642263638 0.095767546466698522 -0.0794504507586902 0.093266612048260311 0.11915777202209417 -0.012578081810253669 0.082130494003817833 leaf_weight=21.495101058855653 10.276636764407156 8.794626569375394 19.094850152730942 6.6334121227264395 112.51764285378158 10.549095846712587 leaf_count=221 34 144 55 14 799 29 internal_value=0.00324252 0.0137485 0.0189012 0.00875672 0.00326461 -0.00445981 internal_weight=189.361 167.866 159.072 139.977 133.343 123.067 internal_count=1296 1075 931 876 862 828 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=7 num_cat=0 split_feature=13 3 4 4 4 3 split_gain=13.8661 7.20786 7.95443 14.4722 6.00929 8.37326 threshold=49191.500000000007 82.000000000000014 23996.500000000004 4534.0000000000009 163.00000000000003 1.0000000180025095e-35 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.078097824188742504 -0.032373321686788324 -0.089517111872394597 0.086650527279813719 -0.085068946583398294 0.1214755314312847 0.020016376915650107 leaf_weight=19.181377442553639 19.457196157425642 6.7815945446491233 14.413150995969771 14.786452168598769 8.7954379916191083 108.18735492788255 leaf_count=216 176 53 45 270 17 519 internal_value=0.00255739 0.0115301 0.0156671 0.0089018 0.0190857 0.0276447 internal_weight=191.603 172.421 165.64 151.226 136.44 116.983 internal_count=1296 1080 1027 982 712 536 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=7 num_cat=0 split_feature=1 15 0 0 5 8 split_gain=57.6506 0.00128314 0.000804953 0.000538289 0.000798002 0.00162228 threshold=1.0000000180025095e-35 6.5000000000000009 0.0048770000000000003 2.5082350000000004 12959.500000000002 6.7797135028502566 decision_type=8 10 10 10 10 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.08244693455272889 -0.079997130212165285 -0.07798828183021185 -0.078663043020502851 -0.079344466691860002 -0.078183371310357311 -0.082214196374692586 leaf_weight=35.493644803762436 13.434818331152199 8.2395840678364021 16.262619785964489 14.100728692486888 4.0860717073082915 2.2897850275039664 leaf_count=101 170 143 621 168 54 39 internal_value=-0.0180688 -0.0791448 -0.0793348 -0.0790926 -0.0794337 -0.0797454 internal_weight=93.9073 58.4136 50.174 36.7392 20.4766 16.3905 internal_count=1296 1195 1052 882 261 207 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=7 num_cat=0 split_feature=1 0 4 3 4 0 split_gain=9.21947 7.60667 8.52684 8.71485 7.27193 6.20882 threshold=1.0000000180025095e-35 4.7126015000000008 390.50000000000006 15.500000000000002 164.50000000000003 0.0054040000000000008 decision_type=8 8 8 8 10 10 left_child=-1 5 4 -4 -3 -2 right_child=1 2 3 -5 -6 -7 leaf_value=-0.0774181110410644 -0.021252284075348456 -0.027471555432378576 -0.07320083412293131 0.0041534453273261917 0.17256980312970771 0.039784834438346572 leaf_weight=13.065255030989647 21.042816653847694 3.2326293587684622 25.465053886175156 34.023731246590614 4.1503733098506927 80.117630451917648 leaf_count=101 97 13 127 208 34 716 internal_value=0.00349783 0.0097894 -0.0163795 -0.0289592 0.0849822 0.0270882 internal_weight=181.097 168.032 66.8718 59.4888 7.383 101.16 internal_count=1296 1195 382 335 47 813 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=7 num_cat=0 split_feature=5 0 3 2 5 14 split_gain=14.1126 7.28972 9.66921 14.0359 8.03104 6.86227 threshold=59.000000000000007 0.0054040000000000008 6.5000000000000009 7.5000000000000009 26643.000000000004 1.5000000000000002 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=-0.07837962835359305 0.086049357449139191 -0.038367044750022034 0.12029849208629373 -0.057897885986413017 0.071656907135104322 0.011090634575486076 leaf_weight=18.906303690746427 12.569466285407541 36.07226992584765 12.662001118063925 18.409901997074485 16.878750540316105 66.499476155266166 leaf_count=221 29 405 24 211 60 346 internal_value=0.00340698 0.012888 0.00677865 0.0210076 0.00865628 -0.00386734 internal_weight=181.998 163.092 150.522 114.45 101.788 84.9094 internal_count=1296 1075 1046 641 617 557 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=7 num_cat=0 split_feature=13 3 4 4 8 8 split_gain=11.9601 6.13368 6.83266 12.4615 7.15541 6.34233 threshold=49191.500000000007 82.000000000000014 23996.500000000004 4534.0000000000009 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=-0.0777675864851049 0.0079804953003314687 -0.088248326253096268 0.082483175718251991 -0.084174023601268189 0.047985041693501353 -0.091062854266074938 leaf_weight=16.902142515406013 79.355342391878366 6.0631309505552045 13.435780443251131 13.343646917492149 48.253249388188124 7.0389360338449469 leaf_count=216 394 53 45 270 283 35 internal_value=0.00240401 0.0104945 0.0142032 0.00800423 0.0171391 -8.90183e-05 internal_weight=184.392 167.49 161.427 147.991 134.648 86.3943 internal_count=1296 1080 1027 982 712 429 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=7 num_cat=0 split_feature=1 10 6 5 4 4 split_gain=50.3094 0.00163522 0.000557096 0.0010199 0.00108023 0.000745236 threshold=1.0000000180025095e-35 25.000000000000004 113.38670392953931 12959.500000000002 8916.0000000000018 109.00000000000001 decision_type=8 10 8 10 10 10 left_child=-1 2 5 4 -4 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=0.08134395243608146 -0.081399361126158282 -0.077670135670307908 -0.079431329747859478 -0.077691786137285279 -0.081737628866637227 -0.07862339823558756 leaf_weight=31.062118321657181 1.0098807271569992 10.504367254674433 13.779883286915725 2.7616793457418671 2.3819353580474845 22.823030875995755 leaf_count=101 21 269 228 45 49 583 internal_value=-0.0198 -0.078788 -0.0790627 -0.0794678 -0.0797712 -0.078741 internal_weight=84.3229 53.2608 42.7564 18.9235 16.1618 23.8329 internal_count=1296 1195 926 322 277 604 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=7 num_cat=0 split_feature=13 2 7 0 7 0 split_gain=8.10281 8.42868 8.95081 11.6167 8.09876 8.02039 threshold=50796.000000000007 8.5000000000000018 73.960364106687479 2.5082350000000004 75.066790957553607 64.165481500000013 decision_type=8 10 10 10 10 10 left_child=4 -2 3 -3 -1 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-0.073969858138530895 0.00055577500028909416 0.091625729776267539 0.11939202268867416 -0.08479996340835616 0.0083379509531260314 -0.089146485180085791 leaf_weight=23.152209922671318 90.972506664693356 7.0630493164062482 19.194247994571928 7.913916289806366 24.717543970793486 2.0403045415878287 leaf_count=173 542 99 227 36 213 6 internal_value=0.00359832 0.0167975 0.0576008 -0.00159864 -0.0314702 0.0993548 internal_weight=175.054 127.184 36.2115 14.977 47.8698 21.2346 internal_count=1296 910 368 135 386 233 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=7 num_cat=0 split_feature=5 0 3 2 0 4 split_gain=12.3446 6.19911 7.32792 12.6219 7.89994 6.72121 threshold=59.000000000000007 0.0079695000000000026 6.5000000000000009 7.5000000000000009 2.5082350000000004 6106.0000000000009 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=-0.078090154991252825 0.073367617360449097 -0.046688223734106318 0.11436059900280271 -0.064072257272683911 0.017791705929554254 0.13245405115762207 leaf_weight=16.814689766615629 14.922463722527025 31.787150425836444 12.146764270961283 13.722760392352937 83.606825895607471 2.2420850563794366 leaf_count=221 44 370 24 321 289 27 internal_value=0.0033783 0.0120249 0.00564618 0.0182448 0.00624949 -0.0348851 internal_weight=175.243 158.428 143.506 109.476 97.3296 34.0292 internal_count=1296 1075 1031 634 610 397 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=7 num_cat=0 split_feature=13 15 16 5 8 5 split_gain=10.312 5.61421 8.18224 4.81637 4.46503 7.29101 threshold=49191.500000000007 4.5000000000000009 1.0000000180025095e-35 24163.500000000004 4.4954850976912946 108.50000000000001 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077418066757909451 0.012117320609113975 0.055168479852012745 -0.083120414380344287 -0.091112641929937233 0.035191650248171467 -0.068423469959038377 leaf_weight=14.79892512410879 59.193905588239431 23.334513016045094 10.407493030652402 4.6301572360098353 51.859893664717674 13.874147284775971 leaf_count=216 303 89 216 36 362 74 internal_value=0.00251362 0.00975736 0.0021866 0.00903937 0.0127513 -0.00317575 internal_weight=178.099 163.3 139.966 129.558 124.928 73.0681 internal_count=1296 1080 991 775 739 377 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=7 num_cat=0 split_feature=2 10 10 0 9 6 split_gain=43.9466 0.0012978 0.000417351 0.000485855 0.000394492 0.000381561 threshold=1.0000000180025095e-35 25.000000000000004 16.500000000000004 0.00039100000000000002 7.4660905067166388 84.854839424013804 decision_type=8 10 10 10 8 10 left_child=-1 2 3 -2 -3 -5 right_child=1 4 -4 5 -6 -7 leaf_value=0.080417903776585004 -0.079264271418288054 -0.079124873367763915 -0.080772466753083971 -0.078054022766549533 -0.077153581311211597 -0.078786436661680767 leaf_weight=27.142275810241699 9.6248879507184011 1.1569215282797785 0.94931484572589298 13.402019839733841 8.2850618539378047 15.15779686719179 leaf_count=101 150 9 27 392 260 357 internal_value=-0.0214999 -0.0784474 -0.0787013 -0.0786498 -0.0773951 -0.0784427 internal_weight=75.7183 48.576 39.134 38.1847 9.44198 28.5598 internal_count=1296 1195 926 899 269 749 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=7 num_cat=0 split_feature=13 9 6 8 0 7 split_gain=6.9082 7.59242 9.13314 7.58341 7.61342 7.08412 threshold=50796.000000000007 6.1041741653575761 84.310810862122921 7.3232742775501398 47.407128000000007 75.066790957553607 decision_type=8 10 10 10 10 10 left_child=5 2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.072640810855357882 0.014009778804118068 0.091501335304448594 -0.073275581861345043 -0.037270832449778551 -0.088198552526279353 0.0069950226514379852 leaf_weight=20.858704797923565 72.546149596571922 27.286202833056453 14.360759869217871 7.3729963675141326 2.580658257007598 24.04961096867919 leaf_count=173 512 297 55 38 8 213 internal_value=0.00361665 0.0157747 -0.000413517 0.0535533 0.0759743 -0.0299937 internal_weight=169.055 124.147 86.9069 37.2399 29.8669 44.9083 internal_count=1296 910 567 343 305 386 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=7 num_cat=0 split_feature=5 10 10 15 0 5 split_gain=10.7612 6.19252 10.0437 7.16583 6.81225 6.34881 threshold=59.000000000000007 35.000000000000007 30.500000000000004 6.5000000000000009 0.0048770000000000003 6425.5000000000009 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=-0.077821815487159218 0.075257472381310031 -0.078667454885352095 0.089417648834364427 0.11560260265874212 -0.028938820734596849 0.018467157151841732 leaf_weight=14.937141377478836 11.308134421706198 7.322290487587451 16.358860291540623 5.7324033230543128 58.751526372507215 54.416528692469001 leaf_count=221 24 144 55 14 659 179 internal_value=0.00321472 0.0110804 0.0155641 0.00628546 0.00125117 -0.00614379 internal_weight=168.827 153.89 146.567 130.209 124.476 113.168 internal_count=1296 1075 931 876 862 838 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=7 num_cat=0 split_feature=13 10 9 11 16 8 split_gain=8.99474 4.77741 8.49737 7.53935 6.88627 4.5825 threshold=49191.500000000007 35.000000000000007 7.8464943593056891 17.500000000000004 1.0000000180025095e-35 6.0124073458263707 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=-0.077145965887747012 0.0071753763876160215 0.061954908457194049 -0.069329484725961329 0.15420422926002977 -0.09530525249135495 0.07972931936622013 leaf_weight=13.033505363389848 110.8503263797611 15.526621220633386 14.392598168924449 3.6069761961698523 6.187057774513959 9.447120573371647 leaf_count=216 661 84 235 9 60 31 internal_value=0.00273799 0.00924486 0.0035805 0.0116469 0.00758153 0.0128731 internal_weight=173.044 160.011 144.484 130.091 126.485 120.297 internal_count=1296 1080 996 761 752 692 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=1 10 10 0 6 3 split_gain=38.4365 0.00114784 0.000401443 0.000348246 0.000314264 0.000383324 threshold=1.0000000180025095e-35 25.000000000000004 16.500000000000004 0.00039100000000000002 84.854839424013804 16.500000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.079634282584744434 -0.078897523606127701 -0.077106309965879971 -0.08049342616216737 -0.077806023128769677 -0.078824688932734019 -0.077651691052753491 leaf_weight=23.675681635737419 8.8631052989512664 8.3278219336643797 0.90082875266671081 12.370653070509436 10.03491222206503 3.8566377591341725 leaf_count=101 150 269 27 392 266 91 internal_value=-0.0232473 -0.0781644 -0.078409 -0.0783555 -0.0781726 -0.078499 internal_weight=68.0296 44.354 36.0261 35.1253 26.2622 13.8915 internal_count=1296 1195 926 899 749 357 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=7 num_cat=0 split_feature=2 15 10 11 10 9 split_gain=5.83331 5.09247 10.9955 7.33655 4.42153 4.39652 threshold=1.0000000180025095e-35 4.5000000000000009 50.000000000000007 6.5000000000000009 30.500000000000004 6.1041741653575761 decision_type=8 10 8 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.07654990813119808 -0.00067523486189813959 -0.077583012952577274 0.096011997892090861 0.076045631203675468 -0.088989377162366046 0.045752208093749989 leaf_weight=8.5652300566434842 86.341015763580799 15.98420335352421 4.7279718220233908 17.328392256051302 4.671075537800788 26.70539802312851 leaf_count=101 567 103 79 214 25 207 internal_value=0.00379602 0.00821429 -0.0379564 0.0152956 0.00635296 0.0102925 internal_weight=164.323 155.758 20.7122 135.046 117.717 113.046 internal_count=1296 1195 182 1013 799 774 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=7 num_cat=0 split_feature=5 10 10 10 0 3 split_gain=9.36845 5.34295 8.74446 5.40515 4.72852 6.78101 threshold=59.000000000000007 35.000000000000007 30.500000000000004 16.500000000000004 0.0012470000000000001 3.5000000000000004 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.077577044453641372 0.081952063612742113 -0.078245699488110568 0.086367368919587725 -0.10150804281909787 -0.050695663953897407 0.01507605770579795 leaf_weight=13.256044344976543 8.4270831942558271 6.5394920129328957 15.01992394030094 4.5353605281561604 18.731770057231188 96.067197620868683 leaf_count=221 14 144 55 97 220 545 internal_value=0.00299007 0.0101425 0.0141907 0.00570545 0.00965147 0.00434407 internal_weight=162.577 149.321 142.781 127.761 123.226 114.799 internal_count=1296 1075 931 876 779 765 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=7 num_cat=0 split_feature=13 3 4 4 8 8 split_gain=7.84538 4.48135 5.27491 9.99551 5.08067 5.41558 threshold=49191.500000000007 82.000000000000014 23996.500000000004 4534.0000000000009 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=-0.076946339388805268 0.0070676553218078746 -0.086654982227735974 0.076813688417905451 -0.083758569864296167 0.041706662619870646 -0.089237280974697256 leaf_weight=11.490774557925759 78.383184466511011 4.7818296607583752 11.4874295219779 11.321777161210774 44.239531975239515 6.3091171607375136 leaf_count=216 394 53 45 270 283 35 internal_value=0.002807 0.00866191 0.0116656 0.00632971 0.0142405 -0.00010654 internal_weight=168.014 156.523 151.741 140.254 128.932 84.6923 internal_count=1296 1080 1027 982 712 429 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=7 num_cat=0 split_feature=1 10 10 5 6 3 split_gain=33.5636 0.000976373 0.000346308 0.00022856 0.00025711 0.000289059 threshold=1.0000000180025095e-35 25.000000000000004 16.500000000000004 56.000000000000007 84.854839424013804 16.500000000000004 decision_type=8 10 10 10 10 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.078962308633029041 -0.078485326014359716 -0.07685040220119381 -0.080137901953791738 -0.077519341643898718 -0.078490975178508157 -0.077429826774039784 leaf_weight=20.588665291666985 9.5215159580111486 7.3294731294736257 0.83398721180856128 9.9155937870964426 9.278235350735482 3.548946545459331 leaf_count=101 190 269 27 351 267 91 internal_value=-0.0249667 -0.0778947 -0.078126 -0.078074 -0.0779018 -0.0781974 internal_weight=61.0164 40.4278 33.0983 32.2643 22.7428 12.8272 internal_count=1296 1195 926 899 709 358 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=7 num_cat=0 split_feature=1 15 16 11 10 10 split_gain=4.98985 4.47974 11.8484 6.26296 3.88609 3.75281 threshold=1.0000000180025095e-35 4.5000000000000009 2.0000000000000004 6.5000000000000009 30.500000000000004 30.500000000000004 decision_type=8 10 8 10 10 10 left_child=-1 3 -3 5 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=-0.076333299483806918 0.0094958533539495314 -0.084054604341714467 0.095459849593360166 0.092279027944352887 -0.04348417034667567 -0.087308032657950868 leaf_weight=7.4100380688905716 112.31629783287644 14.183905608952047 4.9632843583822241 14.0225797444582 2.4814826846122733 4.152783475816249 leaf_count=101 774 96 86 188 26 25 internal_value=0.0037986 0.00770196 -0.0375213 0.0142138 0.0718662 0.00604425 internal_weight=159.53 152.12 19.1472 132.973 16.5041 116.469 internal_count=1296 1195 182 1013 214 799 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=5 4 3 2 6 7 split_gain=8.23029 5.61356 8.14493 12.8533 7.49303 14.3869 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.854839424013804 72.702474485402547 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=-0.077377108958993954 0.08412406044304982 -0.060759561824744415 0.10470947589029485 -0.066389126710874644 0.12317039840369254 -0.0020954023401570658 leaf_weight=11.798100454732774 9.419641360640524 16.855762019753456 13.677802098914979 14.024057155475019 10.343536198139189 80.714093760587275 leaf_count=221 34 200 59 148 42 592 internal_value=0.00294202 0.00947572 0.00429075 0.0135235 0.00165437 0.012134 internal_weight=156.833 145.035 135.615 118.759 105.082 91.0576 internal_count=1296 1075 1041 841 782 634 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=7 num_cat=0 split_feature=4 3 8 8 0 7 split_gain=6.85284 8.56817 4.64552 6.64904 6.39821 6.33416 threshold=149.00000000000003 1.0000000180025095e-35 4.4954850976912946 4.7473932594258565 0.039318500000000006 75.539269251897892 decision_type=8 8 8 8 10 10 left_child=-1 -2 4 -4 -3 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.050960347947778387 0.11368711342053872 0.090886744111152037 0.1321341534657797 0.020072242548993674 -0.061481487070835394 -0.03983484720755593 leaf_weight=20.703483074903488 7.6324325799942008 3.2544683218002346 4.4851889610290518 86.855740716680884 17.991235487163067 22.150632193312049 leaf_count=215 17 25 7 519 148 365 internal_value=0.00279618 0.0106135 0.00477469 0.0128086 -0.0381414 0.00789883 internal_weight=163.073 142.37 134.737 113.492 21.2457 109.006 internal_count=1296 1081 1064 891 173 884 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=7 num_cat=0 split_feature=1 10 10 0 9 6 split_gain=29.4746 0.000697184 0.000236356 0.000274923 0.000166781 0.000137644 threshold=1.0000000180025095e-35 25.000000000000004 16.500000000000004 0.00039100000000000002 7.4774531472390784 84.854839424013804 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -3 -5 right_child=1 4 -4 5 -6 -7 leaf_value=0.07841856270084871 -0.07830380235681117 -0.077996469129835752 -0.079588679511730959 -0.077340749286506583 -0.076513696911484186 -0.077843394676662875 leaf_weight=18.010489821434021 7.5752188842743697 0.87093758583068748 0.74464965984225173 10.375178660266103 5.8797517353668809 11.471622242126612 leaf_count=101 150 9 27 392 260 357 internal_value=-0.0264584 -0.0776236 -0.0778292 -0.0777847 -0.076705 -0.0776047 internal_weight=54.9278 36.9174 30.1667 29.422 6.75069 21.8468 internal_count=1296 1195 926 899 269 749 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=7 num_cat=0 split_feature=4 4 0 0 6 9 split_gain=4.45511 6.03637 5.72529 6.35195 7.45062 6.91469 threshold=126.00000000000001 168.50000000000003 0.0038865000000000006 4.7126015000000008 123.3400999086484 7.9608156561690047 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=-0.040916870870282965 0.067652803758499788 -0.10008973423462045 0.029707853685577504 -0.060289661547732257 0.12945688879141734 -0.0048416382349043482 leaf_weight=19.49756933003664 16.116475224494934 5.207588016986846 59.549188692122698 23.321362741291523 4.4763791412115124 26.707692038267851 leaf_count=175 134 13 623 143 37 171 internal_value=0.0037743 0.0102108 0.00244842 0.00713019 -0.0175367 0.0144365 internal_weight=154.876 135.379 119.262 114.055 54.5054 31.1841 internal_count=1296 1121 987 974 351 208 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=7 num_cat=0 split_feature=5 4 6 6 0 9 split_gain=7.16367 4.67199 4.7663 7.61979 6.84117 4.70788 threshold=59.000000000000007 126.00000000000001 84.310810862122921 88.087016270888299 19.409948500000002 5.8595028080556739 decision_type=8 8 8 8 10 8 left_child=-1 -2 4 -4 -3 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.077165950796352994 0.077281832918301027 -0.06182114328514219 0.1126673427402452 0.11212188699806713 0.064327281765109351 0.0016652881658874713 leaf_weight=10.393697790801523 9.3192266523838025 20.06091292202473 7.1979377623647443 4.0210702270269385 5.4715220779180518 95.565238910727203 leaf_count=221 34 279 28 19 29 686 internal_value=0.00296596 0.00884629 0.00402629 0.0133069 -0.0347879 0.00612528 internal_weight=152.03 141.636 132.317 106.784 25.5324 99.5863 internal_count=1296 1075 1041 733 308 705 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=7 num_cat=0 split_feature=13 21 21 21 3 3 split_gain=6.09359 4.22954 5.88597 5.26011 3.80518 3.76839 threshold=49191.500000000007 0.15208844065000002 0.52044241275000014 0.79236473745000013 82.000000000000014 14.500000000000002 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=-0.076617120721658882 -0.11618506199717636 0.071580988076314717 -0.084817956493328128 0.0047114565054388437 -0.085183719506862876 0.0599958903662281 leaf_weight=9.1462461473420245 2.7165188789367676 13.93427065014839 6.4501029402017593 108.71262822393328 4.2575809657573691 13.906882270239292 leaf_count=216 11 31 18 863 53 104 internal_value=0.00262588 0.00745842 0.00973926 0.00327607 0.00775454 0.0109815 internal_weight=159.124 149.978 147.261 133.327 126.877 122.62 internal_count=1296 1080 1069 1038 1020 967 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=7 num_cat=0 split_feature=2 10 0 10 9 7 split_gain=26.013 0.000544756 0.000200791 0.000214054 0.000130958 0.000113387 threshold=1.0000000180025095e-35 25.000000000000004 0.00039100000000000002 16.500000000000004 7.4774531472390784 36.745817935084027 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 5 -3 -4 right_child=1 4 3 -5 -6 -7 leaf_value=0.077963814500135231 -0.078055067096087394 -0.07774754401883105 -0.077128892021174372 -0.079177533136920428 -0.076376591178962838 -0.077605291218772673 leaf_weight=15.797305569052694 7.0310276597738293 0.80065232515334983 9.5868295785039717 0.68291140627115865 5.3698590029962361 10.432913680560885 leaf_count=101 150 9 397 27 260 352 internal_value=-0.0280215 -0.0774043 -0.0775934 -0.0774365 -0.0765545 -0.0773772 internal_weight=49.7015 33.9042 27.7337 20.7027 6.17051 20.0197 internal_count=1296 1195 926 776 269 749 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=7 num_cat=0 split_feature=13 2 7 0 0 16 split_gain=4.00368 6.08249 6.57798 9.43274 6.26317 4.86782 threshold=50796.000000000007 8.5000000000000018 73.960364106687479 2.5082350000000004 64.165481500000013 2.0000000000000004 decision_type=8 10 10 10 10 8 left_child=5 -2 3 -3 -4 -1 right_child=1 2 4 -5 -6 -7 leaf_value=-0.038070727374152409 -0.00083532437895018116 0.088307883703344317 0.11080942671835192 -0.083602436215404141 -0.086788692967146461 0.089910692361444028 leaf_weight=31.415920749306679 86.278506360948086 5.9871006198227423 15.839715246111156 6.8362807035446167 1.7848394811153401 3.2824638076126567 leaf_count=312 542 99 227 36 6 74 internal_value=0.00385997 0.0127254 0.0511517 -0.00333933 0.0907987 -0.0259637 internal_weight=151.425 116.726 30.4479 12.8234 17.6246 34.6984 internal_count=1296 910 368 135 233 386 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=7 num_cat=0 split_feature=0 10 10 15 13 6 split_gain=4.72192 4.17784 7.5754 5.32825 5.11002 4.41833 threshold=3.5000000000000004e-05 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=-0.07659617016752468 0.0095751887436040396 -0.077771468079078615 0.08245933052550336 0.10567813135826482 -0.083286356733289144 -0.063649715161791118 leaf_weight=7.1336648967117062 101.93475404009223 5.6117332819849244 13.13438046723604 4.8145965635776511 7.1990729141980401 8.9649693071842176 leaf_count=163 748 144 55 14 101 71 internal_value=0.00278808 0.0067857 0.0102735 0.00255985 -0.00164403 0.0036558 internal_weight=148.793 141.66 136.048 122.913 118.099 110.9 internal_count=1296 1133 989 934 920 819 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=7 num_cat=0 split_feature=13 21 19 19 21 19 split_gain=5.32396 3.75993 7.03556 5.96269 4.15929 6.21448 threshold=49191.500000000007 0.15208844065000002 0.71573109515000011 0.61277817545000013 0.57507340325000011 0.077066230500000013 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=-0.076473349163387272 -0.11183040481467753 0.076323355339046731 0.10515260007805854 -0.11685513058199795 0.0085057116508389912 -0.087072529779863739 leaf_weight=8.0882899519056064 2.6220966428518295 8.2477877363562566 7.2297958359122267 3.9680415987968436 118.45203905832022 7.2172776013612738 leaf_count=216 11 19 15 9 1005 21 internal_value=0.00252442 0.00684938 0.00899381 0.00395188 0.00753146 0.00301659 internal_weight=155.825 147.737 145.115 137.885 133.917 125.669 internal_count=1296 1080 1069 1054 1045 1026 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=7 num_cat=0 split_feature=1 10 10 0 7 5 split_gain=22.969 0.000471293 0.00018304 0.000188539 9.4852e-05 0.00014502 threshold=1.0000000180025095e-35 25.000000000000004 16.500000000000004 0.00039100000000000002 36.745817935084027 11939.000000000002 decision_type=8 10 10 10 10 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.077574739265292569 -0.077819790966465727 -0.07637812551975115 -0.079045243574071042 -0.076957090256237898 -0.077585203950244486 -0.076544538343057383 leaf_weight=13.861433058977127 6.5174132343381741 5.4663788024336091 0.65957277175038953 8.8150805812329072 8.0092970039695466 1.607896467670799 leaf_count=101 150 269 27 397 307 45 internal_value=-0.0294722 -0.077221 -0.077401 -0.0773575 -0.077194 -0.0774112 internal_weight=44.9371 31.0756 25.6093 24.9497 18.4323 9.61719 internal_count=1296 1195 926 899 749 352 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=7 num_cat=0 split_feature=15 16 9 10 6 0 split_gain=3.4747 9.3002 5.82132 7.92868 6.25272 5.85266 threshold=4.5000000000000009 2.0000000000000004 6.1041741653575761 30.500000000000004 84.310810862122921 47.407128000000007 decision_type=10 8 10 8 10 8 left_child=2 -2 4 5 -1 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0056875754509639999 -0.082604977575241018 0.091913158281385854 0.065957033568329868 -0.070007356511768301 -0.068395154705742395 -0.086869353748792039 leaf_weight=73.497396841645241 12.37850356474519 4.0535427667200556 35.723587779328227 5.8203459680080405 13.482930332422255 2.6948927342891684 leaf_count=613 96 86 386 51 55 9 internal_value=0.00379647 -0.0395539 0.00922507 0.038759 -0.00579608 0.0552369 internal_weight=147.651 16.432 131.219 44.2388 86.9803 38.4185 internal_count=1296 182 1114 446 668 395 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=7 num_cat=0 split_feature=5 10 10 15 4 3 split_gain=5.65517 3.83571 6.51292 4.62499 4.83801 5.03487 threshold=59.000000000000007 35.000000000000007 30.500000000000004 6.5000000000000009 126.00000000000001 3.5000000000000004 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.076967245227070338 0.069276558025708992 -0.077526329483570258 0.080462063832306432 0.1036415806143942 -0.058035830880794663 0.0029688495790960627 leaf_weight=8.4097847724333388 9.224507622420786 5.1043552355840793 12.186074100434778 4.4581319093704215 15.935094395652412 89.595363975502551 leaf_count=221 34 144 55 14 200 628 internal_value=0.00262085 0.00752415 0.010828 0.00370998 -0.000172273 -0.00624285 internal_weight=144.913 136.504 131.399 119.213 114.755 105.53 internal_count=1296 1075 931 876 862 828 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=7 num_cat=0 split_feature=4 3 0 6 9 0 split_gain=4.68537 7.1569 4.09031 3.96085 5.40438 4.65957 threshold=149.00000000000003 1.0000000180025095e-35 5.1500000000000012e-05 75.612012987013003 7.8464943593056891 0.22708900000000001 decision_type=8 8 10 8 10 10 left_child=2 -2 -1 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=-0.087888690762849248 0.10781158517434192 -0.0423298510356339 0.0086453854374706728 0.0002517685004401504 -0.039901340063588732 0.045116830961902284 leaf_weight=10.037256695330145 6.9333636462688437 16.440203804522753 7.8004383705556384 53.016413558274508 18.045184169895947 41.090294496156275 leaf_count=163 17 159 52 337 326 242 internal_value=0.00250417 0.00884535 -0.0456743 0.00350934 0.0102288 0.0198414 internal_weight=153.363 135.525 17.8377 128.592 112.152 94.1067 internal_count=1296 1081 215 1064 905 579 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=7 num_cat=0 split_feature=1 10 0 10 7 5 split_gain=20.4333 0.000383851 0.000134434 0.000147687 7.8377e-05 0.000114378 threshold=1.0000000180025095e-35 25.000000000000004 0.00039100000000000002 16.500000000000004 36.745817935084027 12959.500000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.077267472135439844 -0.077611592028351217 -0.076231273642686892 -0.076783981765890921 -0.07861750793036125 -0.077376469722059207 -0.076406869786808482 leaf_weight=12.304420992732048 6.0519901365041795 4.8853599685244253 8.0285528423264676 0.59158602729439635 7.3496403731405717 1.4579739877954123 leaf_count=101 150 269 397 27 307 45 internal_value=-0.0303532 -0.0770377 -0.0772055 -0.0770645 -0.07701 -0.077216 internal_weight=40.6695 28.3651 23.4797 17.4278 16.8362 8.80761 internal_count=1296 1195 926 776 749 352 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=7 num_cat=0 split_feature=0 0 5 13 10 10 split_gain=3.32167 4.81883 3.66256 3.26746 5.21721 4.58587 threshold=0.0048770000000000003 0.030054500000000001 3359.5000000000005 49191.500000000007 19.500000000000004 18.500000000000004 decision_type=8 8 10 10 10 10 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=-0.031874542232794546 0.094563140081730113 0.0035543075750126872 -0.063984655996148818 0.037226623714948288 -0.092581025532311415 0.082500490086284975 leaf_weight=22.14857679232955 9.9539610818028432 88.822207778692245 1.7068584412336338 5.0050286762416354 8.1188096255063993 8.0225869957357627 leaf_count=193 125 649 9 45 84 191 internal_value=0.00374418 0.0102303 0.0713556 0.00374872 -0.0430764 0.0100942 internal_weight=143.778 121.629 11.6608 109.969 13.1238 96.8448 internal_count=1296 1103 134 969 129 840 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=7 num_cat=0 split_feature=5 8 6 7 9 7 split_gain=4.94326 3.64605 8.57933 6.83661 5.60468 5.9648 threshold=59.000000000000007 5.1961442471023433 84.854839424013804 48.913753766648341 7.8706452915351726 73.492879307441498 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076812026622789895 0.035313341716513499 -0.08233492798424491 0.12597568570419884 -0.056101669550371061 0.098886252404769698 0.0031536190611919086 leaf_weight=7.4266559127718201 33.931199429556727 11.894709745422004 4.6648555174469939 14.006511056795715 7.2810839861631385 61.331936568021774 leaf_count=221 239 162 16 282 22 354 internal_value=0.00258796 0.00701794 -0.00266249 0.0081949 0.00154477 0.0133126 internal_weight=140.537 133.11 99.1791 87.2844 82.6195 68.613 internal_count=1296 1075 836 674 658 376 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=7 num_cat=0 split_feature=19 21 20 10 9 8 split_gain=4.12725 3.97303 4.02235 6.14658 6.00169 5.11363 threshold=0.077066230500000013 0.52044241275000014 0.76592940720000013 35.000000000000007 7.8464943593056891 6.66879774308451 decision_type=8 10 10 8 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.13198901260432055 0.00018753824724360328 -0.050780935496161417 -0.11460856063096397 0.052378119281876551 -0.066650914482885112 0.097794968806856689 leaf_weight=2.4114898480474949 86.635896891355515 13.897580333054064 2.7350803501904002 25.11461131926626 12.872320797294377 5.7218825072050086 leaf_count=12 709 77 18 177 288 15 internal_value=0.00222518 9.61187e-05 0.00540923 0.00792762 -0.00268111 0.00623465 internal_weight=149.389 146.977 133.08 130.345 105.23 92.3578 internal_count=1296 1284 1207 1189 1012 724 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=7 num_cat=0 split_feature=1 10 4 10 0 7 split_gain=18.2679 0.000309324 0.000182075 9.12184e-05 8.16849e-05 5.92555e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 16.500000000000004 3.5000000000000004e-05 36.745817935084027 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.077010128998748539 -0.078705062603137893 -0.076101135108243123 -0.077299781298459228 -0.078261458904553563 -0.076624300480018934 -0.077014307592218861 leaf_weight=10.978156395256519 0.62494458071888104 4.377502327784895 4.8027127925306621 0.53535157814621825 7.451552784536033 8.1636551315896195 leaf_count=101 21 269 125 27 399 354 internal_value=-0.0311293 -0.0768676 -0.0770231 -0.0769729 -0.0769391 -0.0768282 internal_weight=36.9339 25.9557 21.5782 20.9533 20.4179 15.6152 internal_count=1296 1195 926 905 878 753 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=7 num_cat=0 split_feature=0 0 0 4 3 6 split_gain=3.1278 4.48883 4.86045 4.99675 6.06666 5.41592 threshold=47.407128000000007 30.033029500000001 4.7126015000000008 467.50000000000006 3.5000000000000004 123.90553021489937 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=-0.001194951725654236 -0.084301212738405989 0.062441698123167556 -0.040302779742769079 0.049851004503956825 -0.14063953979550167 -0.053028707176575075 leaf_weight=53.686252996325493 3.9101487696170798 12.94323545694351 23.578432567417622 37.370246039703488 3.3124420046806327 5.9287719316780558 leaf_count=426 18 88 198 524 5 37 internal_value=0.00388566 0.00640595 0.000551034 0.0101551 -0.00929868 0.0357641 internal_weight=140.73 136.819 123.876 100.298 56.9987 43.299 internal_count=1296 1278 1190 992 431 561 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=7 num_cat=0 split_feature=5 0 3 2 5 10 split_gain=4.38662 3.30572 4.17833 11.0257 4.493 4.65306 threshold=59.000000000000007 0.0076135000000000013 3.5000000000000004 6.5000000000000009 6425.5000000000009 30.500000000000004 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=-0.076731035384783375 0.056203200505238061 -0.04634402588715985 0.097491890973666465 -0.055046926943183298 0.01349052709004216 0.031571223817615714 leaf_weight=6.6769703254103652 12.078882213681934 15.936302358284591 12.30243551917374 24.378610112704337 56.997038905508816 8.3178868060931546 leaf_count=221 39 217 54 386 247 132 internal_value=0.00231867 0.00637842 0.00127525 0.0087155 -0.00346114 -0.0330115 internal_weight=136.688 130.011 117.932 101.996 89.6935 32.6965 internal_count=1296 1075 1036 819 765 518 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=7 num_cat=0 split_feature=4 3 0 5 20 9 split_gain=3.69235 6.26312 4.02277 3.74367 3.58355 3.74353 threshold=149.00000000000003 1.0000000180025095e-35 5.1500000000000012e-05 76.000000000000014 0.85959532825000007 7.8464943593056891 decision_type=8 8 10 8 10 10 left_child=2 -2 -1 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=-0.088385704635370668 0.10401186121510207 -0.093356320705613616 0.010675305452874768 0.01537342548413444 -0.11408048235239417 -0.037057727149127501 leaf_weight=8.8699974585324544 6.4093303680419913 3.9344405159354201 7.6220264956355086 100.90711735235527 2.4429071322083464 15.742081217002122 leaf_count=163 17 50 52 679 9 326 internal_value=0.00195961 0.00763757 -0.0426032 0.00261675 0.00578741 0.00829772 internal_weight=145.928 129.436 16.492 123.027 119.092 116.649 internal_count=1296 1081 215 1064 1014 1005 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=7 num_cat=0 split_feature=2 10 4 10 0 7 split_gain=16.2654 0.000245177 0.000153333 8.17078e-05 6.55493e-05 5.13769e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 16.500000000000004 3.5000000000000004e-05 36.745817935084027 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.076769924670608128 -0.07845489893333249 -0.076008199572066976 -0.077119470216363548 -0.078081743905385803 -0.076479790816586027 -0.07685985867642102 leaf_weight=9.7270078212022764 0.58930041082203999 4.0063852458260945 4.4327235668897691 0.4977683387696733 6.7789585115388018 7.4824969498440623 leaf_count=101 21 269 125 27 399 354 internal_value=-0.0321735 -0.0767216 -0.0768661 -0.0768173 -0.0767836 -0.0766792 internal_weight=33.5146 23.7876 19.7812 19.1919 18.6942 14.2615 internal_count=1296 1195 926 905 878 753 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=7 num_cat=0 split_feature=15 16 11 13 10 13 split_gain=3.17474 7.65643 4.28297 4.84073 2.42017 5.31259 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 50796.000000000007 19.500000000000004 49193.500000000007 decision_type=10 8 10 8 8 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.079098892504871843 -0.082131438986168079 0.089440101116705931 0.096873049129334032 0.0078542253762497374 0.092315663697051964 -0.11938380650321052 leaf_weight=6.8272287920117369 10.840876668691632 3.4219866022467622 8.0697457343339885 102.88000348955393 2.9777679815888414 1.9693927802145479 leaf_count=126 96 86 113 774 92 9 internal_value=0.00368812 -0.0409675 0.00887795 0.00244302 0.0631119 0.00804118 internal_weight=136.987 14.2629 122.724 109.707 13.0169 4.94716 internal_count=1296 182 1114 900 214 101 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=7 num_cat=0 split_feature=20 5 4 3 2 4 split_gain=4.06592 3.80215 2.87161 6.1616 7.55541 5.05746 threshold=0.14944741705 59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5872.0000000000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.12822237319011318 -0.076698511257032753 0.063131821982431946 -0.056178725226511211 0.085679674435970965 -0.035120950832785401 0.017629959600071302 leaf_weight=2.3468288592994213 5.5130872223526231 8.8311388865113241 14.851353233680127 12.471783444285391 25.430687446147203 63.701234179548919 leaf_count=21 207 34 200 59 387 388 internal_value=0.00223749 0.00457823 0.00815472 0.00398564 0.0127798 0.00257933 internal_weight=133.146 130.799 125.286 116.455 101.604 89.1319 internal_count=1296 1275 1068 1034 834 775 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=7 num_cat=0 split_feature=19 19 21 19 19 3 split_gain=4.35373 3.45465 3.18614 4.9693 5.14323 2.81842 threshold=0.050780911150000003 0.15358416655000004 0.15208844065000002 0.71573109515000011 0.61277817545000013 82.000000000000014 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.13962034118836772 -0.10654511869149386 -0.10360448027994025 0.0057160894136762831 0.080014054315596564 -0.11024030573613358 -0.08338276734714789 leaf_weight=2.2599623911082745 2.9945844188332558 2.7976043485105038 118.9523325394839 8.1278315428644401 4.1421628706157199 3.6594859119504681 leaf_count=9 18 25 1124 41 20 59 internal_value=0.00192498 -0.000287126 0.00202403 0.00421489 -0.000645575 0.00305684 internal_weight=142.934 140.674 137.679 134.882 126.754 122.612 internal_count=1296 1287 1269 1244 1203 1183 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=7 num_cat=0 split_feature=1 10 4 10 0 7 split_gain=14.4059 0.000184973 0.000123088 5.38754e-05 2.86184e-05 3.79532e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 16.500000000000004 3.5000000000000004e-05 36.745817935084027 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.076548101809672031 -0.078189505424476391 -0.075932793522690986 -0.077127829689025679 -0.077008147408289762 -0.076361434826574148 -0.076702383950251113 leaf_weight=8.5491086840629578 0.54715459328145399 3.6555381442885837 0.88384322170168417 3.6587600074708453 6.2374052945524436 6.8509300926234573 leaf_count=101 21 269 47 105 399 354 internal_value=-0.0334941 -0.0765819 -0.0767124 -0.0766665 -0.0765771 -0.0765399 internal_weight=30.3827 21.8336 18.1781 17.6309 13.9722 13.0883 internal_count=1296 1195 926 905 800 753 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=7 num_cat=0 split_feature=15 16 9 10 6 8 split_gain=2.87123 6.907 4.54242 5.03711 4.78646 4.69074 threshold=4.5000000000000009 2.0000000000000004 6.1041741653575761 30.500000000000004 84.310810862122921 6.7585825373291648 decision_type=10 10 10 10 10 10 left_child=2 -2 4 5 -1 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0056090998186541109 -0.080909084893073385 0.088308021510993318 0.080309256170519885 -0.065013566243937421 -0.060647779559679316 0.0062574348968721842 leaf_weight=68.460413482040167 10.093426685780285 3.1696039084345093 20.241355169564486 4.3552428502589455 12.968577988445757 14.814718296751378 leaf_count=613 96 86 263 51 55 132 internal_value=0.00369758 -0.0404695 0.00854521 0.0364139 -0.00494313 0.0490149 internal_weight=134.103 13.263 120.84 39.4113 81.429 35.0561 internal_count=1296 182 1114 446 668 395 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=7 num_cat=0 split_feature=20 5 10 10 15 8 split_gain=3.48972 3.35445 3.16826 4.54699 3.82499 4.03656 threshold=0.14944741705 59.000000000000007 35.000000000000007 30.500000000000004 6.5000000000000009 5.0779176674240221 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=-0.12208102062977055 -0.076591028064925931 0.018052614076332324 -0.077180094538908339 0.07647002356421001 0.1015457665121083 -0.021574089196416867 leaf_weight=2.2272869031876326 4.9428696464747182 59.868591461330652 4.2714282078668466 9.596473500132559 3.9282044172286978 45.048886185511947 leaf_count=21 207 290 144 55 14 565 internal_value=0.00201313 0.00417826 0.00743163 0.010483 0.00466521 0.00103792 internal_weight=129.884 127.656 122.714 118.442 108.846 104.917 internal_count=1296 1275 1068 924 869 855 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=7 num_cat=0 split_feature=19 19 21 19 19 21 split_gain=3.57932 3.08178 2.8286 4.32584 4.54322 2.57592 threshold=0.050780911150000003 0.15358416655000004 0.15208844065000002 0.71573109515000011 0.61277817545000013 0.59649699155000013 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.12542846644775629 -0.10351641799623645 -0.10099746688286629 0.005800560478836465 0.074137594310033209 -0.10650467990578882 -0.06749869509439467 leaf_weight=2.3053064681589603 2.8286525085568428 2.6178711876273155 116.06866040918976 8.2416106108576042 3.9279708359390488 5.0009644888341418 leaf_count=9 18 25 1152 41 20 31 internal_value=0.0018463 -0.00020795 0.00194301 0.00396558 -0.000661153 0.00277282 internal_weight=140.991 138.686 135.857 133.239 124.998 121.07 internal_count=1296 1287 1269 1244 1203 1183 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=7 num_cat=0 split_feature=1 10 4 6 5 8 split_gain=13.0754 0.000151648 9.74222e-05 4.87124e-05 6.53663e-05 7.56034e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 113.38670392953931 12959.500000000002 7.3232742775501398 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.076403059218764918 -0.077947656223238682 -0.075841074829647248 -0.0763823758521463 -0.076736315135947475 -0.075983014686605552 -0.077907077017295531 leaf_weight=7.7590852379798889 0.50837117154152167 3.2805285633075973 8.7979261530563253 5.856195129454135 1.0139855155721305 0.60892720241099585 leaf_count=101 21 269 583 255 45 22 internal_value=-0.0338358 -0.0764629 -0.0765845 -0.0765419 -0.0767295 -0.0768466 internal_weight=27.825 20.0659 16.7854 16.277 7.47911 6.46512 internal_count=1296 1195 926 905 322 277 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=7 num_cat=0 split_feature=15 16 9 8 7 6 split_gain=2.53214 6.27444 3.83639 4.46733 4.58949 4.19671 threshold=4.5000000000000009 2.0000000000000004 6.1041741653575761 6.0384648745748981 73.492879307441498 84.310810862122921 decision_type=10 10 10 10 10 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.0055016185863710028 -0.079672221952123923 0.087616200233108413 0.085264913417181787 -0.063053227720419089 0.034366899176501833 -0.056962424346884324 leaf_weight=68.110317718237638 9.3624770902097207 2.9480006201192728 11.786269308999179 6.3263703733682659 20.524210462346673 12.773080721497534 leaf_count=613 96 86 146 36 264 55 internal_value=0.00357204 -0.0396115 0.00801991 0.033942 0.0114134 -0.00436268 internal_weight=131.831 12.3105 119.52 38.6369 26.8506 80.8834 internal_count=1296 182 1114 446 300 668 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=7 num_cat=0 split_feature=0 2 3 2 3 0 split_gain=3.13033 4.21473 4.73186 3.47812 5.45268 4.04402 threshold=64.315626000000009 99.000000000000014 82.000000000000014 12.500000000000002 6.5000000000000009 0.059479500000000005 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=0.0054644771800793782 0.094386368629466699 -0.13181911438314509 0.087408687308106928 -0.043900910045586411 0.045693914429806498 -0.047043335822965354 leaf_weight=53.046136065386236 3.5480516105890265 2.4103845357894889 6.1193718388676634 17.488605237565935 24.194293838459998 20.273743099533021 leaf_count=403 11 21 32 292 225 312 internal_value=0.00177785 -0.000882013 0.00172369 -0.00283566 0.00452916 -0.0090545 internal_weight=127.081 123.533 121.122 115.003 97.5142 73.3199 internal_count=1296 1285 1264 1232 940 715 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=7 num_cat=0 split_feature=20 19 19 19 21 19 split_gain=3.02316 3.12092 4.15851 3.0502 3.68094 5.25163 threshold=0.85959532825000007 0.71573109515000011 0.61277817545000013 0.050780911150000003 0.58363732700000004 0.53332788120000008 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=0.11750881169048098 -0.1060499147038127 0.061420619284772743 -0.10333943311176486 0.00200328254361488 -0.073239132922479064 0.16191128273092903 leaf_weight=2.2820889130234718 2.5531957522034636 8.7878674231469613 3.7923468817025414 113.08300544973463 6.3603759147226802 2.0917689539492121 leaf_count=8 20 45 20 1163 34 6 internal_value=0.00176067 0.00377876 -0.000190766 0.00296853 0.000817786 0.00490748 internal_weight=138.951 136.397 127.61 123.817 121.535 115.175 internal_count=1296 1276 1231 1211 1203 1169 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=7 num_cat=0 split_feature=1 10 0 7 5 0 split_gain=12.1216 0.000120212 5.54781e-05 3.33921e-05 4.32992e-05 6.13982e-05 threshold=1.0000000180025095e-35 25.000000000000004 0.00039100000000000002 36.745817935084027 8327.0000000000018 2.5082350000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.07630936973925484 -0.076776825840681018 -0.07577172738621199 -0.076165099235314421 -0.076333967322462906 -0.07601063797268115 -0.077063969510117375 leaf_weight=7.2437781691551208 4.1347835781052771 3.001271915389224 5.2784217959269863 2.6329617572482675 1.3503094911575315 2.0485697039403021 leaf_count=101 150 269 397 225 69 85 internal_value=-0.0333056 -0.0763508 -0.0764634 -0.0763488 -0.0765095 -0.0766534 internal_weight=25.6901 18.4463 15.445 11.3103 6.03184 4.68153 internal_count=1296 1195 926 776 379 310 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=7 num_cat=0 split_feature=0 2 0 0 0 4 split_gain=2.80998 4.74594 2.33323 4.08242 3.24749 4.79632 threshold=47.407128000000007 99.000000000000014 0.0048770000000000003 0.030054500000000001 5.1500000000000012e-05 163.00000000000003 decision_type=10 10 8 8 8 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.037056799318626411 -0.084243576382945856 0.15262738461674805 0.071305615884067183 0.0028436034403843975 -0.082681413043088528 -0.10997731337047885 leaf_weight=9.4043029677122849 3.5651077330112448 2.1631728596985331 9.5909449271857721 94.828444125130773 7.0671441331505767 2.9035373926162711 leaf_count=163 18 19 134 932 25 5 internal_value=0.00330609 0.0057841 0.00321817 0.00913186 -0.028653 0.00237004 internal_weight=129.523 125.958 123.794 104.419 19.375 12.3078 internal_count=1296 1278 1259 1066 193 168 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=7 num_cat=0 split_feature=19 5 10 10 15 13 split_gain=2.89451 2.93244 2.80139 4.0578 3.25113 3.61932 threshold=0.077066230500000013 59.000000000000007 35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 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=-0.11301787835788123 -0.076475911722004394 0.0054879270651105906 -0.076986157075872558 0.07530492400962914 0.098958198659633206 -0.076217011768460935 leaf_weight=2.1617125980556011 4.3961644154041997 96.098951925523579 3.8682490629144004 8.6701112613081914 3.4956773295998564 5.745792591944336 leaf_count=12 214 756 144 55 14 101 internal_value=0.00168737 0.00371525 0.0067059 0.00954548 0.0041331 0.000878365 internal_weight=124.437 122.275 117.879 114.011 105.34 101.845 internal_count=1296 1284 1070 926 871 857 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=7 num_cat=0 split_feature=21 21 21 20 0 6 split_gain=2.89116 3.12517 3.44655 3.32384 2.45525 5.34244 threshold=0.15208844065000002 0.52044241275000014 0.79236473745000013 0.60494139750000009 18.636041000000002 91.780055058083263 decision_type=8 8 8 10 10 10 left_child=-1 3 -3 -2 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.099610871220921132 0.083001509509775348 -0.072592871439476889 0.0088260993845316119 -0.013347118814185717 -0.096863380027019649 0.013063217481330755 leaf_weight=2.7662597857415676 9.4195372704416496 6.4978849533945322 94.292914718389511 5.776184285990893 7.3918210715055492 11.000913624651728 leaf_count=30 38 51 1011 28 37 101 internal_value=0.00158547 0.00366864 -0.00177668 0.0463776 0.00230685 -0.031115 internal_weight=137.146 134.379 119.184 15.1957 112.686 18.3927 internal_count=1296 1266 1200 66 1149 138 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=7 num_cat=0 split_feature=1 10 4 7 5 4 split_gain=11.0998 9.88447e-05 6.73103e-05 2.75585e-05 3.79239e-05 5.77572e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 43.595837193710715 8327.0000000000018 8916.0000000000018 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.076198512888085268 -0.077572511945071518 -0.075696427275356234 -0.07615093201508305 -0.076427524367399371 -0.075926218894325714 -0.077363447709081865 leaf_weight=6.6475570574402809 0.44043045584112839 2.7075573373585931 5.8099046736024311 6.0359193391632289 1.2300926947500554 0.74022660916671146 leaf_count=101 21 269 452 346 69 38 internal_value=-0.0333304 -0.0762503 -0.0763555 -0.0763167 -0.076437 -0.0765298 internal_weight=23.6117 16.9641 14.2566 13.8161 8.00624 6.77615 internal_count=1296 1195 926 905 453 384 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=7 num_cat=0 split_feature=0 2 3 2 10 11 split_gain=2.54965 4.07154 2.15719 2.42008 4.48212 3.47156 threshold=47.407128000000007 99.000000000000014 65.500000000000014 8.5000000000000018 30.500000000000004 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0034591393534188879 -0.083517123069489621 0.14160394196178611 -0.079320962727750563 0.050415267379776786 -0.067863707466504816 0.08782827882422764 leaf_weight=86.681478542275727 3.2996598258614531 2.1611754447221747 3.0922431126236907 24.167855337262154 6.6226366478949767 1.8273261617869136 leaf_count=716 18 19 35 377 94 37 internal_value=0.00324447 0.00554296 0.00314041 0.00527782 0.0284962 -0.0341949 internal_weight=127.852 124.553 122.392 119.299 32.6178 8.44996 internal_count=1296 1278 1259 1224 508 131 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=7 num_cat=0 split_feature=20 5 10 10 10 4 split_gain=2.77128 2.53349 2.53162 3.7648 2.98067 2.46958 threshold=0.14944741705 59.000000000000007 35.000000000000007 30.500000000000004 16.500000000000004 126.00000000000001 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=-0.11603061635901346 -0.076426766754468634 0.057833855458333375 -0.076825741488663057 0.073785981815468554 -0.094285210385091814 0.0017563836102885274 leaf_weight=1.9730926388874648 3.8434510342776766 8.579166077077387 3.5688921385444692 8.242363788187502 3.0217661317437878 92.803443158976734 leaf_count=21 207 34 144 55 97 738 internal_value=0.00152061 0.00345249 0.00609423 0.00872132 0.00358469 0.00650175 internal_weight=122.032 120.059 116.216 112.647 104.404 101.383 internal_count=1296 1275 1068 924 869 772 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 9 split_gain=2.60001 3.44761 3.60519 2.4877 3.71973 2.34635 threshold=0.15208844065000002 0.71573109515000011 0.61277817545000013 0.57507340325000011 0.32100081675000008 7.8464943593056891 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=-0.097738001571249358 0.052740029869415256 0.065869527402081116 -0.10103989845311345 0.0068778369596765093 -0.10324603048594656 -0.037346323254356377 leaf_weight=2.5957714430987835 8.9661086816340667 8.2626714631915075 3.4898004699498406 94.753551443573087 3.5149830114096394 13.736227082554249 leaf_count=30 46 41 20 804 29 326 internal_value=0.00137904 0.00331755 -0.000835142 0.00205559 -0.00200176 0.00127848 internal_weight=135.319 132.723 124.461 120.971 112.005 108.49 internal_count=1296 1266 1225 1205 1159 1130 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=7 num_cat=0 split_feature=4 10 4 6 5 8 split_gain=10.1103 7.87557e-05 5.44229e-05 2.54527e-05 3.70772e-05 4.80016e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 113.38670392953931 8615.0000000000018 7.3232742775501398 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.076091546827124379 -0.077388266316210888 -0.075639030752488817 -0.076088871629892252 -0.076391450779866393 -0.075853570904618445 -0.077477712487796252 leaf_weight=6.0508757717907455 0.41076370794325789 2.4613004603888831 6.9075835400726637 4.2800012482330212 1.1146054430864749 0.44953218474984158 leaf_count=101 21 269 583 242 65 15 internal_value=-0.0336549 -0.0761582 -0.0762553 -0.0762188 -0.0763724 -0.0764947 internal_weight=21.6747 15.6238 13.1625 12.7517 5.84414 4.72953 internal_count=1296 1195 926 905 322 257 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=7 num_cat=0 split_feature=0 2 3 0 0 0 split_gain=2.33849 3.48282 1.9678 2.1007 3.50904 3.07167 threshold=47.407128000000007 99.000000000000014 65.500000000000014 0.0048770000000000003 0.030054500000000001 5.1500000000000012e-05 decision_type=10 10 10 8 8 8 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0048939415395863866 -0.082838732142592034 0.13167385662418193 -0.079025706583715633 0.070815801220918989 0.0049573017601381988 -0.08017211853359367 leaf_weight=11.699532264843585 3.0813519656658164 2.144857630133628 2.8474879153072825 8.8850102387368661 90.451242194510996 6.6619519293308249 leaf_count=168 18 19 35 134 897 25 internal_value=0.00320334 0.00536428 0.00311686 0.00510415 0.0108479 -0.0259699 internal_weight=125.771 122.69 120.545 117.698 99.3363 18.3615 internal_count=1296 1278 1259 1224 1031 193 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=7 num_cat=0 split_feature=0 4 3 6 9 2 split_gain=2.50055 3.3656 4.10504 3.78624 2.60876 4.95604 threshold=64.315626000000009 56582.000000000007 54.500000000000007 126.41432790023161 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=0.0028999913571058637 0.090958162143941784 -0.090595142111344673 0.08588943395818284 -0.094049089121266014 0.049741867808586873 -0.086926256811950361 leaf_weight=85.635658584535122 3.0376380532979956 4.0423872098326674 5.5802849791944018 4.2973541691899291 10.204497133847324 6.616855602245777 leaf_count=888 11 36 36 44 91 190 internal_value=0.00138976 -0.000948129 0.00227784 -0.00209272 0.0017642 -0.00354284 internal_weight=119.415 116.377 112.335 106.754 102.457 92.2525 internal_count=1296 1285 1249 1213 1169 1078 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=7 num_cat=0 split_feature=20 4 4 0 4 4 split_gain=2.67777 2.8416 4.67633 5.912 4.46671 10.6983 threshold=0.85959532825000007 343.00000000000006 434.00000000000006 0.10875250000000002 267.00000000000006 219.50000000000003 decision_type=10 8 8 8 8 8 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.022640216041030121 -0.10409525482732443 0.08986635039455404 -0.070785980120871783 0.014481043511457898 -0.1116295637621382 0.21839015260683672 leaf_weight=28.68535723537207 2.3722347076982251 7.1460014432668677 9.056044958997516 79.65162703464739 4.724046327173709 1.9678298830986012 leaf_count=335 20 27 176 706 28 4 internal_value=0.00120217 0.00310561 0.0120453 0.00577625 -0.0211162 -0.00716689 internal_weight=133.603 131.231 95.8537 88.7077 35.3772 30.6532 internal_count=1296 1276 909 882 367 339 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=7 num_cat=0 split_feature=2 10 4 6 5 8 split_gain=9.29408 6.29205e-05 5.17417e-05 2.02068e-05 3.11278e-05 3.52242e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 113.38670392953931 8615.0000000000018 7.3232742775501398 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.076005014125920659 -0.077294214509598447 -0.075584911457059992 -0.076003611993448572 -0.076290024577417639 -0.075758699265876916 -0.077260862326322205 leaf_weight=5.5844250544905689 0.39060882944613418 2.2389262156793839 6.351204751408658 3.9570738484617332 0.98221834888681758 0.41269839461892832 leaf_count=101 21 269 583 242 65 15 internal_value=-0.0334321 -0.0760719 -0.076162 -0.0761242 -0.0762674 -0.0763817 internal_weight=19.9172 14.3327 12.0938 11.7032 5.35199 4.36977 internal_count=1296 1195 926 905 322 257 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 7 split_gain=2.25883 5.32359 2.94978 3.54446 3.47998 3.44494 threshold=4.5000000000000009 2.0000000000000004 6.1041741653575761 83.77714566791245 6.0384648745748981 73.492879307441498 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0057816177686140779 -0.079420050883934779 0.085479822628099042 0.077785951043091481 -0.051377296640278416 -0.058520510185088248 0.030864045349338617 leaf_weight=64.605060365051031 8.3291203547269088 2.559367141686379 10.981875980272887 13.038279265165327 5.6416089981794384 18.292070055380464 leaf_count=602 96 86 146 66 36 264 internal_value=0.0028318 -0.0406599 0.00703901 -0.00381681 0.0311796 0.00979446 internal_weight=123.447 10.8885 112.559 77.6433 34.9156 23.9337 internal_count=1296 182 1114 668 446 300 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=7 num_cat=0 split_feature=20 5 10 15 10 13 split_gain=2.46891 2.20452 2.25202 3.37253 2.66447 2.95979 threshold=0.14944741705 59.000000000000007 35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 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=-0.11316733501489706 -0.076400742107964617 0.0045541950709920486 -0.076660674641198856 0.091223783811870351 0.070689063756119455 -0.073739959772169572 leaf_weight=1.8510770881548522 3.3734433194622389 93.104660758282989 3.2281375615857533 4.6705108284950247 5.7226220518350592 5.092490433715283 leaf_count=21 207 754 144 29 40 101 internal_value=0.0014046 0.00324572 0.00564857 0.00809543 0.00435936 0.000493871 internal_weight=117.043 115.192 111.818 108.59 103.92 98.1972 internal_count=1296 1275 1068 924 895 855 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=7 num_cat=0 split_feature=20 19 19 21 19 21 split_gain=2.4056 2.49391 3.37152 2.75352 2.26987 2.81562 threshold=0.85959532825000007 0.71573109515000011 0.61277817545000013 0.28732302385000003 0.050780911150000003 0.58363732700000004 decision_type=10 10 10 8 8 10 left_child=1 2 4 -3 -1 -6 right_child=-2 3 -4 -5 5 -7 leaf_value=0.10286819056532784 -0.10146006422011922 -0.013348431832010158 -0.09912008082837015 0.10147233269143462 0.0037640947900703598 -0.067299001600221328 leaf_weight=2.1917748469859362 2.2456271592527619 3.5197690334171057 3.3886307291686526 5.1364061888307315 109.27901391731575 5.8752949126064768 leaf_count=8 20 16 20 29 1169 34 internal_value=0.0011539 0.00293481 -0.000782562 0.054784 0.00205715 0.00013838 internal_weight=131.637 129.391 120.735 8.65618 117.346 115.154 internal_count=1296 1276 1231 45 1211 1203 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=7 num_cat=0 split_feature=2 10 4 6 5 8 split_gain=8.52411 5.07097e-05 4.0927e-05 1.67184e-05 2.5296e-05 2.67601e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 113.38670392953931 8615.0000000000018 7.3232742775501398 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.075925709987138643 -0.07712280530799942 -0.075532198080522361 -0.07592858472035674 -0.076201775472963931 -0.075698239603352202 -0.077081716628783298 leaf_weight=5.1302434578537968 0.36261194851249179 2.0098949599778271 5.8673311474267384 3.6661648626904944 0.89870071061886836 0.38157648034393776 leaf_count=101 21 269 583 242 65 15 internal_value=-0.0334435 -0.0759946 -0.0760778 -0.0760428 -0.0761782 -0.0762847 internal_weight=18.3165 13.1863 11.1764 10.8138 4.94644 4.04774 internal_count=1296 1195 926 905 322 257 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=7 num_cat=0 split_feature=0 2 15 16 11 13 split_gain=2.0348 2.67594 1.74422 4.78542 2.46337 2.84911 threshold=47.407128000000007 99.000000000000014 4.5000000000000009 2.0000000000000004 6.5000000000000009 50796.000000000007 decision_type=10 10 10 10 10 8 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.077915169287418262 -0.082253855288589736 0.11767082823927133 -0.078342469020221864 0.084954141998696359 0.053835208606359999 0.0052248380496392509 leaf_weight=4.3131938036531201 2.7530967704951754 2.0606342852115622 7.2656738590449077 2.383242885582149 9.9257181957364065 92.900811091065407 leaf_count=126 18 19 88 86 214 745 internal_value=0.00273811 0.00470692 0.00271377 -0.0380089 0.00638121 0.00153608 internal_weight=121.602 118.849 116.789 9.64892 107.14 97.214 internal_count=1296 1278 1259 174 1085 871 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=7 num_cat=0 split_feature=0 4 3 6 9 2 split_gain=2.17801 2.69357 3.56436 3.41066 2.23528 4.05925 threshold=64.315626000000009 56582.000000000007 54.500000000000007 126.41432790023161 7.9588975289260775 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=0.0029664945480557992 0.089336206859504497 -0.084190839677347543 0.085133435402607205 -0.09223468403859858 0.052343934281070162 -0.080166119932891564 leaf_weight=85.160339974798262 2.7392615377902976 3.7540872208774081 4.9196615666151038 4.0245393216609946 8.0035226903855783 6.3086892487481228 leaf_count=895 11 36 36 44 77 197 internal_value=0.00123663 -0.000914799 0.00196875 -0.00198442 0.001667 -0.00276723 internal_weight=114.91 112.171 108.417 103.497 99.4726 91.469 internal_count=1296 1285 1249 1213 1169 1092 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 3 split_gain=2.31848 2.73848 2.95916 2.2012 3.17968 2.09375 threshold=0.15208844065000002 0.71573109515000011 0.61277817545000013 0.57507340325000011 0.32100081675000008 82.000000000000014 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.096634344342773681 0.049573849123306798 0.058709575255947305 -0.096907233729921549 0.0031126184774484277 -0.10019516989867772 -0.082607314747833852 leaf_weight=2.3847101265564561 8.8448732588440162 8.2209289437159878 3.130187524482607 101.20602291170508 3.2201426438987246 2.9320058571174732 leaf_count=30 46 41 20 1071 29 59 internal_value=0.00105824 0.00288467 -0.000961137 0.00162338 -0.00232709 0.000699174 internal_weight=129.939 127.554 119.333 116.203 107.358 104.138 internal_count=1296 1266 1225 1205 1159 1130 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=7 num_cat=0 split_feature=1 10 4 6 5 8 split_gain=7.70521 3.9158e-05 3.21795e-05 1.32189e-05 2.08294e-05 1.89943e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 113.38670392953931 8615.0000000000018 7.3232742775501398 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.075836958224572537 -0.076957736762409773 -0.075492237655359645 -0.075856886345011643 -0.076114755940589404 -0.075622350949257067 -0.076890052687198465 leaf_weight=4.6228736974298954 0.33567195199430067 1.8261374622816209 5.4204152654856435 3.3885049613891183 0.79152437369339157 0.34850091207772482 leaf_count=101 21 269 583 242 65 15 internal_value=-0.0339945 -0.075919 -0.0759947 -0.0759622 -0.0760884 -0.0761871 internal_weight=16.7336 12.1108 10.2846 9.94895 4.52853 3.73701 internal_count=1296 1195 926 905 322 257 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 7 split_gain=1.82496 4.3772 2.40129 3.16781 3.02118 2.80451 threshold=4.5000000000000009 2.0000000000000004 6.1041741653575761 84.310810862122921 6.0384648745748981 73.492879307441498 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0051811543691994109 -0.077102858256607898 0.083996130633886876 0.072998636185155771 -0.050891102135068436 -0.055176349613392996 0.027645547415221201 leaf_weight=64.916124779731035 7.2474784012883884 2.1981350034475327 10.505559395998715 11.926495421677826 5.3476369008421925 17.364632120355964 leaf_count=613 96 86 146 55 36 264 internal_value=0.00256978 -0.0396127 0.00618997 -0.00352164 0.0286558 0.00814501 internal_weight=119.506 9.44561 110.06 76.8426 33.2178 22.7123 internal_count=1296 182 1114 668 446 300 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 21 split_gain=2.18719 2.61418 3.68892 5.37069 2.9313 4.39075 threshold=0.077066230500000013 0.13005968095000003 0.42674026145000005 0.50685849530000004 0.80861896420000012 0.53472303185000014 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=-0.1062525823028263 0.098375726018961274 -0.069071238155570758 0.11618576323674668 -0.0017458848718327987 -0.13163993006285551 0.10232627471499406 leaf_weight=1.863621389493346 2.800488724373281 7.1158595448359847 4.1957848463207483 90.594047117978334 1.6472682235762466 4.2437643241137257 leaf_count=12 9 48 18 1165 14 30 internal_value=0.00118006 0.00299035 0.000512305 0.00543029 0.000613935 0.00291109 internal_weight=112.461 110.597 107.797 100.681 96.4851 94.8378 internal_count=1296 1284 1275 1227 1209 1195 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=7 num_cat=0 split_feature=20 4 4 4 2 0 split_gain=2.2363 2.44339 4.12449 8.83605 4.00773 5.50559 threshold=0.85959532825000007 343.00000000000006 267.00000000000006 219.50000000000003 3.5000000000000004 0.22708900000000001 decision_type=10 8 8 8 8 8 left_child=1 2 3 -1 -3 -6 right_child=-2 4 -4 -5 5 -7 leaf_value=-0.020960293941030151 -0.10034325078920575 0.085129466916065391 -0.10852909089462 0.19636445381697595 -0.053582685190719105 0.016379079607968486 leaf_weight=28.040309580042962 2.1408197004348031 6.8030583262443534 4.5598408654332152 2.004600226879119 13.35225534182973 71.379980645142496 leaf_count=335 20 17 28 4 347 545 internal_value=0.00100589 0.00272596 -0.0199099 -0.00646036 0.0112834 0.00535438 internal_weight=128.281 126.14 34.6048 30.0449 91.5353 84.7322 internal_count=1296 1276 367 339 909 892 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=7 num_cat=0 split_feature=1 4 4 10 10 4 split_gain=7.0947 3.11617e-05 1.9776e-05 1.55194e-05 7.89237e-06 5.49095e-06 threshold=1.0000000180025095e-35 343.00000000000006 109.00000000000001 25.000000000000004 16.500000000000004 115.00000000000001 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 4 -3 -4 right_child=1 3 5 -5 -6 -7 leaf_value=0.075771210780998702 -0.076825135122932209 -0.075775494856165193 -0.075633515767457457 -0.075451378158323645 -0.0763757792497749 -0.076037572078609561 leaf_weight=4.2673851288855076 0.31327586248516848 4.9527875274652615 0.37083051912486586 1.6684774775058029 0.22915890254080284 3.6148570084478706 leaf_count=101 21 544 47 269 27 287 internal_value=-0.0338804 -0.0758491 -0.0760601 -0.0757166 -0.075802 -0.076 internal_weight=15.4168 11.1494 4.29896 6.85042 5.18195 3.98569 internal_count=1296 1195 355 840 571 334 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=7 num_cat=0 split_feature=0 0 0 5 2 5 split_gain=1.77629 2.22377 3.2446 3.48114 3.29466 4.30234 threshold=47.407128000000007 30.033029500000001 4.7126015000000008 515.50000000000011 3.5000000000000004 141.50000000000003 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=0.0018865815826041678 -0.081709436751648434 0.045601325116743641 0.039611216153912193 -0.060319714154143472 0.032333205755930121 -0.092996343100017934 leaf_weight=45.027146726846695 2.4677211977541438 11.576210618019102 4.5337972939014461 15.083006136119364 33.36103617399931 5.3463381379842749 leaf_count=405 18 88 31 167 571 16 internal_value=0.00223576 0.00403823 -0.000617183 -0.0372239 0.00795881 -0.00818372 internal_weight=117.395 114.928 103.351 19.6168 83.7345 50.3735 internal_count=1296 1278 1190 198 992 421 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 20 split_gain=1.95183 2.26421 3.18216 4.70744 2.96607 2.58887 threshold=0.077066230500000013 0.13005968095000003 0.42674026145000005 0.50685849530000004 0.30108552495000002 0.33308090295000004 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=-0.10312575495535253 0.092790298169935059 -0.064117531078515241 0.10960241228948873 -0.086536067989602894 0.11912227923218879 0.0018893234438795278 leaf_weight=1.7600242723710833 2.739676465280354 7.0682238647714257 4.1484376043081284 3.7373297619633377 1.9239688273519275 89.997979221632704 leaf_count=12 9 48 18 24 7 1178 internal_value=0.00134681 0.00302426 0.000723182 0.0053151 0.00079249 0.00434306 internal_weight=111.376 109.616 106.876 99.8077 95.6593 91.9219 internal_count=1296 1284 1275 1227 1209 1185 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=7 num_cat=0 split_feature=0 7 7 7 16 0 split_gain=2.12484 4.44295 3.40321 3.10101 3.85435 2.86685 threshold=18.636041000000002 81.226848822243241 76.312694652446012 74.144202609234256 1.0000000180025095e-35 10.009413 decision_type=10 10 10 10 8 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0015903297656344789 -0.056030142104021213 0.075190612765321088 -0.041292638953327881 0.16043141576451811 0.022654274524392122 0.071164219412913399 leaf_weight=80.101504140999168 13.996460463851692 3.1634664833545676 13.344830717192961 3.0177517980337116 6.2063867123797545 6.3954666368663302 leaf_count=691 129 9 291 8 139 29 internal_value=0.00087031 -0.0318393 0.00601669 0.0126123 0.0677292 0.00673453 internal_weight=126.226 17.1599 109.066 95.7211 9.22414 86.497 internal_count=1296 138 1158 867 147 720 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=7 num_cat=0 split_feature=1 4 4 10 10 3 split_gain=6.55924 2.50177e-05 1.56342e-05 1.18157e-05 6.985e-06 4.90362e-06 threshold=1.0000000180025095e-35 343.00000000000006 109.00000000000001 25.000000000000004 16.500000000000004 2.5000000000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -3 -4 right_child=1 3 5 -5 -6 -7 leaf_value=0.075714210952583946 -0.076687725285193853 -0.075713442586000282 -0.075890241612518505 -0.075421733106693867 -0.07630119866387286 -0.076297618969295794 leaf_weight=3.9577283132821321 0.2906340877525494 4.5365252980263904 3.3690330355893825 1.5510391487041486 0.21162812551483501 0.32388235628604878 leaf_count=101 21 544 315 269 27 19 internal_value=-0.0336805 -0.0757854 -0.0759815 -0.0756614 -0.0757396 -0.075926 internal_weight=14.2405 10.2827 3.98355 6.29919 4.74815 3.69292 internal_count=1296 1195 355 840 571 334 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=7 num_cat=0 split_feature=15 16 9 10 8 0 split_gain=1.84631 3.79325 2.22479 2.95651 3.04541 3.56353 threshold=4.5000000000000009 2.0000000000000004 6.1041741653575761 30.500000000000004 6.7585825373291648 47.407128000000007 decision_type=10 10 10 8 10 8 left_child=2 -2 -1 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0034753604111187244 -0.076667283301783032 0.08262165931134674 0.081533782532801136 -0.063866110243595703 0.00081493036090855484 -0.08192796931321103 leaf_weight=75.140839070081711 6.8430841509252769 1.9129080297425387 14.745074595324704 3.1473849434405556 12.335919679142533 1.4662917256355275 leaf_count=668 96 86 255 51 132 8 internal_value=0.0022787 -0.0418677 0.00589684 0.0281162 0.0382574 0.0667489 internal_weight=115.592 8.75599 106.836 31.6947 28.5473 16.2114 internal_count=1296 182 1114 446 395 263 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=7 num_cat=0 split_feature=0 4 3 6 4 4 split_gain=1.76761 2.12218 3.08114 3.00908 2.21 4.59609 threshold=64.315626000000009 56582.000000000007 54.500000000000007 126.41432790023161 6106.0000000000009 7255.5000000000009 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0042120545465857374 0.087119795312909198 -0.078430537345465623 0.083984719851682432 -0.090256824202996855 0.14477889992526347 0.0053413646366219708 leaf_weight=83.874947002157569 2.3404117226600638 3.403544131666421 4.3717056810855857 3.7018393836915484 3.1754911569878432 9.2491770894266665 leaf_count=948 11 36 36 44 42 179 internal_value=0.00114293 -0.000724091 0.00180987 -0.00178252 0.00161851 0.0409787 internal_weight=110.117 107.777 104.373 100.001 96.2996 12.4247 internal_count=1296 1285 1249 1213 1169 221 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=7 num_cat=0 split_feature=21 19 19 9 9 9 split_gain=2.00534 2.38155 2.59948 1.92853 3.50363 2.69881 threshold=0.15208844065000002 0.71573109515000011 0.61277817545000013 7.8464943593056891 7.5630913137471625 6.8373885319870018 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=-0.094677253033602304 0.0048304206285983524 0.05489541968189731 -0.09469429973644175 -0.037532710269836012 0.063911197490469446 -0.057460151266207654 leaf_weight=2.1648660744540393 82.74799491558224 8.0760364318266493 2.9041693331673732 11.554520691512151 9.3459557932801527 7.5938044395297757 leaf_count=30 646 41 20 326 152 81 internal_value=0.000726527 0.00241637 -0.00129661 0.0011417 0.00562434 -0.000405499 internal_weight=124.387 122.222 114.146 111.242 99.6878 90.3418 internal_count=1296 1266 1225 1205 879 727 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=7 num_cat=0 split_feature=1 4 4 10 6 3 split_gain=6.06515 2.05688e-05 1.23606e-05 8.73382e-06 5.28779e-06 6.97988e-06 threshold=1.0000000180025095e-35 343.00000000000006 109.00000000000001 25.000000000000004 84.854839424013804 22.500000000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075664726443373964 -0.076563442892589179 -0.075536420640979082 -0.075860977285354486 -0.075394930844225785 -0.075846513813234415 -0.075451570279056926 leaf_weight=3.6735813617706299 0.27020413521677111 1.603456890559755 3.4329907922074199 1.420557359815575 2.1716522375354548 0.5636231678072362 leaf_count=101 21 218 334 269 283 70 internal_value=-0.0333904 -0.0757284 -0.0759122 -0.0756101 -0.0756806 -0.0757651 internal_weight=13.1361 9.46248 3.70319 5.75929 4.33873 2.73528 internal_count=1296 1195 355 840 571 353 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 7 split_gain=1.6338 3.40083 1.94539 2.79314 2.64549 2.46545 threshold=4.5000000000000009 2.0000000000000004 6.1041741653575761 84.310810862122921 5.0718539697908787 75.501263797546372 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=0.0052237961082754825 -0.07454612128534642 0.081819732368517625 0.0061445261574075982 0.0028558817800774829 -0.092937454456553173 0.065753197814250069 leaf_weight=63.336730381473899 6.4251787401735765 1.7752161314710972 19.927628355100754 5.4105110615491849 6.1712014749646187 10.645311285741625 leaf_count=613 96 86 199 29 26 247 internal_value=0.00229972 -0.0406961 0.00564201 -0.00303298 -0.0481867 0.0268999 internal_weight=113.692 8.20039 105.491 74.9184 11.5817 30.5729 internal_count=1296 182 1114 668 55 446 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 20 split_gain=1.74787 2.00575 2.6708 4.14842 2.53031 2.22553 threshold=0.077066230500000013 0.13005968095000003 0.42674026145000005 0.50685849530000004 0.30108552495000002 0.33308090295000004 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=-0.10087627056159054 0.08805777405789901 -0.059272740149106051 0.10361204824640508 -0.081534277524056786 0.11216923433917142 0.0013785045301865932 leaf_weight=1.6587935732677577 2.6755655622109771 7.0022698072716594 4.060760885477066 3.6262809569016099 1.8516228478401897 87.195831786142662 leaf_count=12 9 48 18 24 7 1178 internal_value=0.000982688 0.0025705 0.000365625 0.00468264 0.000347766 0.00368225 internal_weight=108.071 106.412 103.737 96.7345 92.6737 89.0475 internal_count=1296 1284 1275 1227 1209 1185 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=7 num_cat=0 split_feature=20 0 6 6 4 4 split_gain=2.03753 2.02537 4.31689 4.59179 3.88187 6.6636 threshold=0.85959532825000007 18.636041000000002 91.780055058083263 96.432117248464792 24937.000000000004 4353.5000000000009 decision_type=10 10 10 8 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.011037658338281816 -0.099177067211718248 -0.093134758217269423 0.13076169734202375 -0.027632851652563475 0.09057746863665346 -0.079869360758874353 leaf_weight=90.149295353330672 2.0139469802379599 6.5762002021074322 2.4313036203384373 7.4028631029650578 5.3219300489872685 8.8553882434498501 leaf_count=799 20 37 4 97 38 301 internal_value=0.000578072 0.00224203 -0.0304145 0.0115271 0.00737884 0.00290656 internal_weight=122.751 120.737 16.4104 9.83417 104.327 99.0047 internal_count=1296 1276 138 101 1138 1100 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=7 num_cat=0 split_feature=1 4 4 10 6 5 split_gain=5.61754 1.63221e-05 9.48128e-06 7.20859e-06 4.45283e-06 5.43129e-06 threshold=1.0000000180025095e-35 343.00000000000006 109.00000000000001 25.000000000000004 84.368340610000701 7875.0000000000009 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075618702012266226 -0.076437699890848421 -0.075489139420932827 -0.075797267140469998 -0.075357217961472614 -0.075796766530734125 -0.075466474979388284 leaf_weight=3.4189451765269041 0.24932685215025996 1.4399120028829204 3.1732255211099982 1.2821947851916773 1.8749775984324517 0.67785057413857419 leaf_count=101 21 215 334 269 276 80 internal_value=-0.032983 -0.0756739 -0.0758439 -0.0755635 -0.0756298 -0.0757091 internal_weight=12.1164 8.69749 3.42255 5.27493 3.99274 2.55283 internal_count=1296 1195 355 840 571 356 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=7 num_cat=0 split_feature=15 16 4 4 5 4 split_gain=1.48943 3.07267 1.69946 2.98332 5.06728 2.82401 threshold=4.5000000000000009 2.0000000000000004 126.00000000000001 149.00000000000003 1.0000000180025095e-35 219.50000000000003 decision_type=10 10 8 8 8 8 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.028161324715261504 -0.073224199838595613 0.081266157818651846 0.099306658852214943 -0.097587538693688067 0.054633231035711508 0.0041560639973096921 leaf_weight=13.178990589454768 6.0315377712249747 1.6367538161575792 3.6128873005509368 4.4336356818675986 13.16159515082836 70.19592004828155 leaf_count=175 96 86 40 17 126 756 internal_value=0.00229071 -0.0402491 0.00540984 0.0102503 0.00658531 0.0121261 internal_weight=112.251 7.66829 104.583 91.404 87.7912 83.3575 internal_count=1296 182 1114 939 899 882 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=7 num_cat=0 split_feature=5 4 3 2 6 7 split_gain=1.69308 2.17118 4.25615 5.11771 3.69329 7.66842 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.854839424013804 73.081372686176067 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=-0.076386829512954391 0.051889904857677208 -0.053426686561381387 0.071064938068405734 -0.06390440230703312 0.09978734512630133 -0.0071656327035978561 leaf_weight=2.7639980134554198 8.3257727771997434 13.481730856001375 10.883286720141767 8.6263917228206974 7.6363319903612128 54.895292998291552 leaf_count=221 34 200 59 148 46 588 internal_value=0.000857418 0.00291332 -0.00135547 0.00720132 -0.00256633 0.00589541 internal_weight=106.613 103.849 95.523 82.0413 71.158 62.5316 internal_count=1296 1075 1041 841 782 634 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=7 num_cat=0 split_feature=20 4 3 0 5 9 split_gain=1.85338 1.95074 4.58292 3.76276 3.2195 2.05086 threshold=0.85959532825000007 149.00000000000003 1.0000000180025095e-35 5.1500000000000012e-05 76.000000000000014 7.8464943593056891 decision_type=10 8 8 10 8 10 left_child=1 3 -3 -1 -4 -6 right_child=-2 2 4 -5 5 -7 leaf_value=-0.091097210403125461 -0.097458941654493744 0.099341117964160355 -0.090556007431708621 0.015346917554281143 0.01044164706273675 -0.036262728394681101 leaf_weight=6.1925514191389066 1.9039014470763493 5.0674262642860404 3.6323565915226927 7.1616096794605255 86.108747837133706 10.554439929779617 leaf_count=152 20 17 50 52 679 326 internal_value=0.000423547 0.00199332 0.00655692 -0.034013 0.001869 0.0053421 internal_weight=120.621 118.717 105.363 13.3542 100.296 96.6632 internal_count=1296 1276 1072 204 1055 1005 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=7 num_cat=0 split_feature=1 4 4 10 10 3 split_gain=4.97081 1.33992e-05 8.5176e-06 5.02088e-06 3.29538e-06 2.61017e-06 threshold=1.0000000180025095e-35 343.00000000000006 109.00000000000001 25.000000000000004 16.500000000000004 1.5000000000000002 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 -3 -4 right_child=1 3 5 -5 -6 -7 leaf_value=0.075539537008121244 -0.076354088756073538 -0.075550794307976371 -0.075604829124843398 -0.075335019785924912 -0.07600967429515218 -0.075802240797574597 leaf_weight=2.9918233007192612 0.23751448746770654 3.4710943027166654 1.0456540463492277 1.1925417124875819 0.16388659342192102 1.8631664214190093 leaf_count=101 21 544 199 269 27 135 internal_value=-0.0343767 -0.0756177 -0.0757783 -0.0755131 -0.0755715 -0.0757313 internal_weight=10.9657 7.97386 3.14633 4.82752 3.63498 2.90882 internal_count=1296 1195 355 840 571 334 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=7 num_cat=0 split_feature=0 2 6 0 0 4 split_gain=1.48594 1.66841 1.44772 1.34416 4.01293 3.22817 threshold=47.407128000000007 99.000000000000014 128.71147821476768 4.7126015000000008 24.845167500000006 467.50000000000006 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=-0.011378503110216528 -0.080623649737079695 0.099744921821049215 0.092318277269568011 -0.053996896165568797 0.010332904778755562 0.034254523038274941 leaf_weight=32.864401461556554 2.1180238462984553 1.7881199792027462 1.758409410715102 15.22241893969476 26.714912578463554 29.344172250013798 leaf_count=345 18 19 13 172 169 560 internal_value=0.00232427 0.00395563 0.0023383 0.000819064 -0.0130175 0.0101469 internal_weight=109.81 107.692 105.904 104.146 41.9373 62.2086 internal_count=1296 1278 1259 1246 341 905 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=7 num_cat=0 split_feature=10 10 15 8 5 7 split_gain=1.64478 3.07795 2.29422 1.71526 4.00722 3.42909 threshold=35.000000000000007 30.500000000000004 6.5000000000000009 5.0779176674240221 3085.5000000000005 73.896180555916175 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=0.0063435155751327861 -0.076480570435647544 0.073576867490776562 0.093222175509168434 -0.059784888808676932 0.049806952631156504 -0.035589275469322106 leaf_weight=59.260605949908495 2.6816390482708803 5.803918194025754 2.4948571361601344 15.315017027314751 9.8597618490457553 8.9892386863939446 leaf_count=518 144 55 14 328 62 175 internal_value=0.000823667 0.00286157 -0.00141729 -0.00394459 -0.0217902 0.00908081 internal_weight=104.405 101.723 95.9195 93.4246 34.164 18.849 internal_count=1296 1152 1097 1083 565 237 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 4 split_gain=1.78959 2.09058 2.39422 1.71845 3.17232 1.99091 threshold=0.15208844065000002 0.71573109515000011 0.61277817545000013 0.53332788120000008 0.40312505175000007 23996.500000000004 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=-0.093609028741755959 -0.0046280350354265774 0.05163359563740906 -0.093467817892161589 0.081135578279250359 -0.10431928034681133 0.033331493167414412 leaf_weight=1.9947951429057864 83.185013900045305 7.8834233265370122 2.77064155624248 2.5911206901073447 2.9057982973754397 16.568995340261608 leaf_count=30 1057 41 20 11 24 113 internal_value=0.000303142 0.00191943 -0.00170872 0.000706763 -0.00132325 0.00167699 internal_weight=117.9 115.905 108.022 105.251 102.66 99.754 internal_count=1296 1266 1225 1205 1194 1170 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=7 num_cat=0 split_feature=1 4 10 6 5 8 split_gain=4.58027 1.09345e-05 7.75656e-06 3.77735e-06 5.36786e-06 5.38368e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 113.38670392953931 8615.0000000000018 7.3232742775501398 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=0.07549981891553377 -0.076264375987071226 -0.075523705130955673 -0.075304483741295225 -0.075694512762772059 -0.075370096160471009 -0.076210779501716772 leaf_weight=2.7626806311309338 0.22240703226998437 3.2769616024452262 1.0723841796279883 2.0809371852083141 0.45886766503099341 0.22370485635474313 leaf_count=101 21 583 269 242 65 15 internal_value=-0.0342419 -0.0755739 -0.0755523 -0.0755963 -0.0756824 -0.0757446 internal_weight=10.0979 7.33526 7.11286 6.04047 2.76351 2.30464 internal_count=1296 1195 1174 905 322 257 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=7 num_cat=0 split_feature=15 16 0 0 4 21 split_gain=1.38158 2.72159 1.57763 3.15859 3.13382 5.12584 threshold=4.5000000000000009 2.0000000000000004 0.0048770000000000003 5.1500000000000012e-05 163.00000000000003 0.10112863300000001 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=0.089103734927636694 -0.072197423471822314 0.080722843916304757 0.013272176187752435 -0.079163448858662028 -0.1019224197842557 -0.016872537059407614 leaf_weight=6.4517195550724962 5.6339117120951405 1.4668587096966801 70.364857572130859 5.9728699550032607 2.6010909080505362 15.598825512453912 leaf_count=80 96 86 843 25 5 161 internal_value=0.00202875 -0.0406076 0.0050266 -0.013919 0.00188917 0.0141348 internal_weight=108.09 7.10077 100.989 30.6245 24.6516 22.0505 internal_count=1296 182 1114 271 246 241 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=7 num_cat=0 split_feature=0 4 4 8 5 8 split_gain=1.52972 1.64304 4.20319 4.50651 4.29092 4.21805 threshold=64.315626000000009 23338.500000000004 5872.0000000000009 5.2765744525908849 10863.500000000002 5.0718539697908787 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=0.0014443950788481095 0.085939296813675611 -0.045790548621381245 0.058834191602920055 -0.064975765784486106 0.070448882121545958 0.11032992249496794 leaf_weight=57.235863663256168 2.0746428593993178 7.5130017828196278 11.708848656155167 17.211707337060947 2.707752399146556 3.7935145813971749 leaf_count=503 11 83 226 437 17 19 internal_value=0.00094648 -0.000813813 0.00283305 -0.00526723 -0.0465668 0.00821259 internal_weight=102.245 100.171 92.6577 80.9488 19.9195 61.0294 internal_count=1296 1285 1202 976 454 522 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=7 num_cat=0 split_feature=21 21 21 20 4 4 split_gain=1.61463 1.70338 2.52999 2.32344 1.72876 5.25003 threshold=0.15208844065000002 0.52044241275000014 0.79236473745000013 0.60494139750000009 23996.500000000004 4353.5000000000009 decision_type=8 8 8 10 8 10 left_child=-1 3 -3 -2 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=-0.091970585437900459 0.065979998821767222 -0.069106135214262843 0.004062948274695645 -0.017524299199123048 0.035133790061169963 -0.080499384030589136 leaf_weight=1.8677588179707525 8.76879591681063 5.4457451945636421 73.706289339344949 5.3742177174426606 12.818897425662724 8.1541266853455436 leaf_count=30 38 51 738 28 102 309 internal_value=0.000255835 0.00176331 -0.00282542 0.0342491 0.000986901 -0.00436032 internal_weight=116.136 114.268 100.125 14.143 94.6793 81.8604 internal_count=1296 1266 1200 66 1149 1047 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=7 num_cat=0 split_feature=1 4 10 7 5 4 split_gain=4.21341 9.06915e-06 6.10957e-06 2.95825e-06 3.92834e-06 3.30275e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 69.556993772627209 8327.0000000000018 4309.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075460385959753684 -0.076186889356773646 -0.07546674099890148 -0.07527608502344374 -0.075608415709281715 -0.075328147909365484 -0.075906328453749713 leaf_weight=2.5487540178000927 0.20302245207130898 2.4608501677867025 0.9659677151357754 2.2302856786991478 0.4169799715746193 0.44665995956165705 leaf_count=101 21 483 269 280 69 73 internal_value=-0.0340261 -0.0755287 -0.0755082 -0.0755486 -0.0756137 -0.0756581 internal_weight=9.27252 6.72377 6.52074 5.55478 3.09393 2.67695 internal_count=1296 1195 1174 905 422 353 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=7 num_cat=0 split_feature=0 0 0 6 8 2 split_gain=1.32557 1.30578 2.77858 2.422 2.83555 2.40483 threshold=47.407128000000007 24.845167500000006 4.7126015000000008 124.75362963832323 6.4662550271293009 3.5000000000000004 decision_type=10 10 10 8 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.006809325271653204 -0.080221553582184982 0.033655043813252974 -0.066463921083471142 0.098434265956905853 -0.057223136244430643 0.029731661027378495 leaf_weight=47.246051239781082 1.9254030250012864 12.631336130201815 10.479055254720148 2.3240511827170858 2.3573894994333386 29.105546838603914 leaf_count=421 18 107 118 21 40 571 internal_value=0.0019957 0.00351573 -0.000644369 -0.0397487 0.0200513 0.00712025 internal_weight=106.069 104.143 91.5121 15.1605 4.68144 76.3516 internal_count=1296 1278 1171 179 61 992 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=7 num_cat=0 split_feature=5 0 5 8 6 0 split_gain=1.44109 2.26184 4.16644 2.77987 5.40126 4.83995 threshold=59.000000000000007 0.0012470000000000001 108.50000000000001 4.4308176195396909 84.854839424013804 0.084130500000000011 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.07634426538435557 0.060863635370358909 -0.08653007747003523 0.050169318925390421 -0.08001660576979204 0.075056638928858235 -0.0041617521336721015 leaf_weight=2.3632189952768377 6.2544755339622489 5.3964969757944337 11.346377357840536 8.1080325404182059 8.9024356855079514 57.694453160278499 leaf_count=221 14 101 75 182 105 598 internal_value=0.000817787 0.00268418 -0.00129494 0.00405037 -0.00295429 0.00642788 internal_weight=100.065 97.7023 91.4478 86.0513 74.7049 66.5969 internal_count=1296 1075 1061 960 885 703 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=7 num_cat=0 split_feature=20 0 6 6 7 4 split_gain=1.68156 1.67702 3.7969 4.01789 3.14215 2.62359 threshold=0.85959532825000007 18.636041000000002 88.087016270888299 96.432117248464792 76.312694652446012 32495.000000000004 decision_type=10 10 8 8 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0095496670238043452 -0.095770300166103356 -0.091250988718354353 0.12381973600412421 -0.026960250162432572 -0.042208961497660222 0.09588402163497553 leaf_weight=81.294991135597229 1.7971531997900445 5.9785146117210362 2.3529617190361014 7.1003360515460381 11.594191089272497 3.6791835110634556 leaf_count=817 20 37 4 97 291 30 internal_value=0.000193267 0.0017331 -0.0288773 0.0105695 0.0066247 0.0132877 internal_weight=113.797 112 15.4318 9.4533 96.5684 84.9742 internal_count=1296 1276 138 101 1138 847 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=7 num_cat=0 split_feature=1 4 10 6 5 8 split_gain=3.84365 7.36858e-06 4.75482e-06 2.55231e-06 3.36668e-06 3.06669e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 110.35072331537869 8615.0000000000018 7.3232742775501398 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=0.075419686789823887 -0.076102624734215613 -0.075437220249006523 -0.075255224104855967 -0.075588464788074794 -0.075304615510088782 -0.075995451076662043 leaf_weight=2.3215737752616405 0.18919129529967893 2.626029075414408 0.88816907937871281 1.8943555048317655 0.37956461537396524 0.20519906468689431 leaf_count=101 21 549 269 275 65 16 internal_value=-0.034291 -0.0754882 -0.0754688 -0.0755059 -0.0755787 -0.0756282 internal_weight=8.50408 6.18251 5.99332 5.10515 2.47912 2.09955 internal_count=1296 1195 1174 905 356 291 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 0 split_gain=1.34891 2.32438 1.39356 2.39393 2.30117 2.80275 threshold=4.5000000000000009 2.0000000000000004 6.1041741653575761 84.310810862122921 6.4932345590107117 18.636041000000002 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0054441271931475431 -0.071212501158638489 0.079894132584028221 0.053775262830649845 -0.045324776241041205 -0.030505308930607652 0.067734696018000543 leaf_weight=58.621711649931967 5.2633631797507396 1.2620781911537049 13.382843047380449 11.036453198641537 10.612536382861434 3.9981452524662009 leaf_count=613 96 86 237 55 168 41 internal_value=0.00203188 -0.0419871 0.00497339 -0.00259956 0.0238177 -0.00362239 internal_weight=104.177 6.52544 97.6517 69.6582 27.9935 14.6107 internal_count=1296 182 1114 668 446 209 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=7 num_cat=0 split_feature=10 10 15 13 6 3 split_gain=1.38358 2.53182 1.8645 1.85944 2.12266 2.40643 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=-0.0054818929938245959 -0.07627559871219862 0.072222464329818506 0.089847536178461904 -0.068255126361061763 -0.060301940035356029 0.036325209652434937 leaf_weight=61.023072529584169 2.2785132282879195 4.9489464797079554 2.1934583038091651 4.2209555278532198 5.500508924946188 17.77945793652907 leaf_count=692 144 55 14 101 75 215 internal_value=0.0007375 0.00257174 -0.00122794 -0.00348462 -0.000241638 0.00395064 internal_weight=97.9449 95.6664 90.7175 88.524 84.303 78.8025 internal_count=1296 1152 1097 1083 982 907 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 21 split_gain=1.46883 1.77505 2.20391 1.46135 2.54661 1.46542 threshold=0.15208844065000002 0.71573109515000011 0.61277817545000013 0.57507340325000011 0.32100081675000008 0.84480339245000013 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=-0.090739796664757857 0.040312104766364515 0.04782370175179753 -0.092387170987008813 -0.0020959795816231802 -0.097406466320906604 0.091787556477421178 leaf_weight=1.7532539042877031 8.4058394753374142 7.6983522665686897 2.6265319439116857 86.751297410693951 2.7854972109198561 1.6950646936893452 leaf_count=30 46 41 20 1127 29 3 internal_value=6.8965e-05 0.00151683 -0.00196911 0.000414387 -0.00326167 -0.000296712 internal_weight=111.716 109.963 102.264 99.6377 91.2319 88.4464 internal_count=1296 1266 1225 1205 1159 1130 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=7 num_cat=0 split_feature=1 4 10 6 5 8 split_gain=3.57234 5.819e-06 3.77462e-06 2.12019e-06 2.76166e-06 2.4174e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 110.35072331537869 8615.0000000000018 7.3232742775501398 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=0.075393628679818192 -0.076020654852064939 -0.075404534135107171 -0.075235562440053139 -0.075548237853608424 -0.075278222894632194 -0.075923070827616235 leaf_weight=2.1672606505453587 0.17531421966850746 2.4261485488968901 0.80664079030975688 1.7515923095052133 0.34551151638152067 0.19079887494444836 leaf_count=101 21 549 269 275 65 16 internal_value=-0.0338772 -0.0754535 -0.0754355 -0.0754697 -0.0755387 -0.0755851 internal_weight=7.86327 5.69601 5.52069 4.71405 2.2879 1.94239 internal_count=1296 1195 1174 905 356 291 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=7 num_cat=0 split_feature=0 15 16 3 5 9 split_gain=1.22254 1.17921 2.09652 1.8016 1.80921 1.80531 threshold=47.407128000000007 4.5000000000000009 2.0000000000000004 15.500000000000002 44852.000000000007 7.9670524813829227 decision_type=10 10 10 10 8 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=0.0043196923580557855 -0.0799205309385084 -0.069455531676188856 0.079674388535836013 0.0800422700160143 -0.024874245430851111 -0.078835677652533895 leaf_weight=84.296085461974144 1.7981169521808613 4.7658957997336975 1.1751336562447248 5.9029313148930642 2.2778742974624047 2.6942347232252351 leaf_count=959 18 89 86 82 37 25 internal_value=0.00181186 0.00326534 -0.0399577 0.00596352 0.0508292 0.00174423 internal_weight=102.91 101.112 5.94103 95.1711 8.18081 86.9903 internal_count=1296 1278 175 1103 119 984 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=7 num_cat=0 split_feature=5 3 3 2 0 7 split_gain=1.32834 2.14846 2.42528 3.1312 2.61271 3.96456 threshold=44852.000000000007 14.500000000000002 6.5000000000000009 7.5000000000000009 0.059479500000000005 79.482860341514581 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=-0.0009895237418639795 0.054506245868436533 -0.046189910905899446 0.091264369747527996 0.0059648331495358213 -0.039820132960306717 0.12486860913646547 leaf_weight=43.339116313261911 4.3952441699802867 9.7339711505919677 6.461369656026366 12.885749249137005 16.77961742086336 2.6562344580888739 leaf_count=399 43 142 24 360 322 6 internal_value=0.000801442 -0.00176829 0.00349702 0.0344524 -0.00604335 0.00627879 internal_weight=96.2513 91.8561 82.1221 19.3471 62.775 45.9954 internal_count=1296 1253 1111 384 727 405 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=7 num_cat=0 split_feature=9 9 7 8 8 6 split_gain=1.35323 3.04955 1.9742 1.75162 2.44619 3.72233 threshold=7.8464943593056891 7.5630913137471625 77.281931130889689 6.1516991880802205 6.0124073458263707 107.76226294675422 decision_type=10 10 8 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.0031960610305482398 -0.037327565263957439 0.094400234702915531 -0.012868408556389453 -0.082324661951913944 0.092352991977698029 -0.077869155377327373 leaf_weight=81.775651354459114 8.9153976769885031 5.681922493502495 2.4579006971325734 2.6261800564825526 2.8106368742883197 6.0858431924134484 leaf_count=708 326 36 116 29 8 73 internal_value=2.52579e-05 0.0033082 0.0620094 -0.0018132 0.000518696 -0.00241903 internal_weight=110.354 101.438 8.13982 93.2983 90.6721 87.8615 internal_count=1296 970 152 818 789 781 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=7 num_cat=0 split_feature=1 4 4 3 3 8 split_gain=3.31291 4.5906e-06 2.85594e-06 9.20974e-07 8.44523e-07 2.77079e-06 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 1.5000000000000002 23.500000000000004 7.3232742775501398 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075366081788870762 -0.07594278507149177 -0.075405102936520127 -0.075328554837151063 -0.075547468249651348 -0.075219711459152364 -0.075654869509495348 leaf_weight=2.0169736184179783 0.16221198346465815 0.70840900356415626 2.3453668235742962 1.26728604757227 0.47345568053424347 0.29268708755262185 leaf_count=101 21 199 700 135 110 30 internal_value=-0.0335648 -0.0754191 -0.0754024 -0.0754964 -0.0753427 -0.0753648 internal_weight=7.26639 5.24942 5.0872 1.9757 3.11151 2.63805 internal_count=1296 1195 1174 334 840 730 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=7 num_cat=0 split_feature=9 2 10 11 4 4 split_gain=1.06664 1.37517 2.42062 2.36767 1.82413 3.10703 threshold=7.9966239479282715 9.5000000000000018 30.500000000000004 11.500000000000002 6106.0000000000009 1821.0000000000002 decision_type=10 10 8 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0014788961618246723 -0.073555498471542441 0.041028383098030426 -0.041505018313152543 -0.10683414832936573 -0.090232248990164257 0.1142191338275703 leaf_weight=70.29264775943011 1.8533705808222283 18.046565144322816 4.4248985266312948 2.1487883776426306 2.1927314437925807 2.4003620091825715 leaf_count=672 27 384 130 16 18 49 internal_value=0.00161044 0.00301046 0.0247766 -0.00333886 -0.00036914 0.00234151 internal_weight=101.359 99.506 22.4715 77.0345 74.8857 72.693 internal_count=1296 1269 514 755 739 721 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 19 split_gain=1.41302 1.83099 2.0689 3.55733 1.58634 3.16186 threshold=0.077066230500000013 0.13005968095000003 0.42674026145000005 0.48125046350000006 0.43869405050000004 0.76753877360000011 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=-0.097332101467671905 0.085270811323552284 -0.053191755036336219 0.10869366106436451 -0.043504450131329572 0.078236688165563048 -0.0012301988766546205 leaf_weight=1.4460571431554852 2.5848156637512147 6.785705553367734 3.1370429983362556 7.5438958916347474 5.4082607815507799 67.47118346451316 leaf_count=12 9 48 12 41 35 1139 internal_value=0.000758904 0.00228526 -8.89746e-05 0.00422335 0.00014832 0.0046669 internal_weight=94.377 92.9309 90.3461 83.5604 80.4233 72.8794 internal_count=1296 1284 1275 1227 1215 1174 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 19 split_gain=1.59558 1.36941 2.21911 2.07192 1.98186 2.34485 threshold=0.85959532825000007 0.15208844065000002 0.71573109515000011 0.61277817545000013 0.57507340325000011 0.32100081675000008 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=-0.089834685079983628 -0.095108899251510587 0.050330601011780857 0.057429045047588313 -0.09104055503024272 0.00011574389579706724 -0.095690045475949503 leaf_weight=1.6125355521216986 1.7328115890268225 7.6458082990720868 6.999001406133174 2.4826661234255871 85.758862124406733 2.6330917694140217 leaf_count=26 20 39 37 19 1129 26 internal_value=8.30274e-05 0.00162271 0.00302036 -0.000844899 0.00148674 -0.0027382 internal_weight=108.865 107.132 105.519 98.5204 96.0378 88.392 internal_count=1296 1276 1250 1213 1194 1155 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=7 num_cat=0 split_feature=1 4 4 10 8 5 split_gain=3.08683 3.68982e-06 2.30814e-06 1.10731e-06 9.82551e-07 2.04132e-06 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 25.000000000000004 7.3232742775501398 8615.0000000000018 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=0.075344589123453196 -0.075874618503683378 -0.075459951995102248 -0.075323313358374305 -0.075206638546188698 -0.075717934847908452 -0.075204112076745488 leaf_weight=1.8873186875134706 0.15075205010361958 1.8253356060013173 1.8530009037058341 0.6987172275839838 0.19339612638577808 0.12881994841154665 leaf_count=101 21 334 524 269 19 28 internal_value=-0.0331633 -0.0753876 -0.075372 -0.0753162 -0.0753513 -0.0755125 internal_weight=6.73734 4.85002 4.69927 2.87393 2.17522 0.322216 internal_count=1296 1195 1174 840 571 47 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=7 num_cat=0 split_feature=0 4 4 3 7 9 split_gain=1.11223 1.09255 2.38352 3.58859 2.58716 1.71992 threshold=47.407128000000007 126.00000000000001 149.00000000000003 1.0000000180025095e-35 23.755638784999572 6.0917474004837473 decision_type=10 8 8 8 8 8 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.025283643959996278 -0.079520914088672012 0.093322239147186445 -0.092188668502440924 0.043839268840581314 -0.02671200451160867 0.0095438606940556094 leaf_weight=12.034386791288851 1.6626646537333716 3.075930953025817 3.7296960279345504 16.207567906007171 18.380267608910799 45.410840997006744 leaf_count=175 18 40 17 197 156 693 internal_value=0.0015888 0.00295322 0.00686793 0.00369186 0.008162 -0.000902619 internal_weight=100.501 98.8387 86.8043 83.7284 79.9987 63.7911 internal_count=1296 1278 1103 1063 1046 849 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=7 num_cat=0 split_feature=10 10 10 15 13 6 split_gain=1.27529 2.18481 1.68778 1.73911 1.72808 1.4578 threshold=35.000000000000007 30.500000000000004 13.500000000000002 2.5000000000000004 27019.000000000004 126.99892956430652 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=0.002967363789419991 -0.076203175323040731 0.070957642934386209 0.018482684111608218 0.086852106555408037 -0.086505945156560085 -0.074080598768651792 leaf_weight=74.852485517272726 2.1084004309959701 4.4305543620139352 2.4458183376118532 2.4012941569089881 4.3669397346675396 2.5390001311898223 leaf_count=842 144 55 35 14 169 37 internal_value=0.000684263 0.00246498 -0.00103896 0.00304014 -0.0488144 0.000439634 internal_weight=93.1445 91.0361 86.6055 79.7928 6.81276 77.3915 internal_count=1296 1152 1097 893 204 879 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=7 num_cat=0 split_feature=5 2 6 4 8 0 split_gain=1.29222 3.06572 2.30784 2.08557 3.86082 2.77026 threshold=5175.0000000000009 18.500000000000004 84.083940775398517 2155.5000000000005 5.2927476730057128 0.10875250000000002 decision_type=10 10 10 10 10 10 left_child=1 3 -2 4 -1 -6 right_child=2 -3 -4 -5 5 -7 leaf_value=-0.0075360530532716796 0.059886927523041658 0.10394822588225805 -0.063097277681839495 -0.05140467288597788 -0.015279507214226582 0.063375291096527134 leaf_weight=66.66756932658609 1.9499123394489268 2.9363998579792669 7.0157825733767822 7.2356383344158521 6.2748814225196865 15.63579444028437 leaf_count=519 10 60 213 246 66 182 internal_value=1.94963e-07 0.00330048 -0.0363499 0.000215939 0.00443264 0.0408498 internal_weight=107.716 98.7503 8.96569 95.8139 88.5782 21.9107 internal_count=1296 1073 223 1013 767 248 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=7 num_cat=0 split_feature=1 4 4 10 8 5 split_gain=2.82525 3.18452e-06 1.81601e-06 8.73864e-07 7.68342e-07 1.42598e-06 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 25.000000000000004 7.3232742775501398 6784.0000000000009 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=0.075315572360409921 -0.075823537608872643 -0.075423967118858182 -0.075297243771688727 -0.075187919232211464 -0.075682550823267802 -0.075243680549279088 leaf_weight=1.7287585455924273 0.14241262921132136 1.6820649264845995 1.6935165234899616 0.62765937752556045 0.15411423938348878 0.1424836209625937 leaf_count=101 21 334 524 269 14 33 internal_value=-0.0331482 -0.0753583 -0.0753429 -0.0752908 -0.0753232 -0.0754717 internal_weight=6.17101 4.44225 4.29984 2.61777 1.99011 0.296598 internal_count=1296 1195 1174 840 571 47 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=7 num_cat=0 split_feature=21 19 15 16 11 16 split_gain=1.02026 1.64063 0.936393 1.82628 1.05864 2.9619 threshold=0.21159832495000003 0.62463113700000006 4.5000000000000009 2.0000000000000004 6.5000000000000009 1.0000000180025095e-35 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.061829932246018619 0.0021040312510988641 -0.056015442341121782 -0.066378656049521131 0.079330312235142239 -0.15789496375603237 0.063137037492494733 leaf_weight=2.73104317067191 78.515840156469494 4.9846877586096516 4.3336502946913233 1.0732177379541097 0.66913032531738181 6.4526083380915225 leaf_count=39 807 54 96 86 1 213 internal_value=0.00155998 -0.000154085 0.00290433 -0.0374567 0.00545258 0.0423697 internal_weight=98.7602 96.0291 91.0444 5.40687 85.6376 7.12174 internal_count=1296 1257 1203 182 1021 214 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=7 num_cat=0 split_feature=5 0 5 8 6 0 split_gain=1.19753 1.88365 3.69555 2.20971 4.56095 3.62948 threshold=59.000000000000007 0.0012470000000000001 108.50000000000001 4.4308176195396909 84.854839424013804 0.084130500000000011 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076327971227033539 0.056278266844081971 -0.085661928917264346 0.046127910750456289 -0.079431514565008438 0.069000081981041059 -0.003643593494806445 leaf_weight=1.9835047959350038 6.0146894454956046 4.9285839963704339 10.575514853000639 7.0047945170663288 7.90157613728661 53.082506937440485 leaf_count=221 14 101 75 182 105 598 internal_value=0.000526069 0.00222917 -0.00166444 0.00360498 -0.00300936 0.00576869 internal_weight=91.4912 89.5077 83.493 78.5644 67.9889 60.9841 internal_count=1296 1075 1061 960 885 703 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=7 num_cat=0 split_feature=0 6 6 4 4 7 split_gain=1.19543 3.31475 3.29831 2.62315 4.29262 2.37328 threshold=18.636041000000002 88.087016270888299 96.432117248464792 24937.000000000004 4353.5000000000009 76.473063496013751 decision_type=10 8 8 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.013019006075468879 -0.089582264861898284 0.11609738803322885 -0.025918036683024549 0.083709357073748408 -0.078476778605232056 -0.039627940373289837 leaf_weight=71.717793393880129 5.2878338694572422 2.2179508209228507 6.2263061264529833 3.964169541373848 6.3748432574793688 9.7234436399303359 leaf_count=592 37 4 97 38 301 227 internal_value=2.2403e-05 -0.0274956 0.0113834 0.00413962 0.000547704 0.00673337 internal_weight=105.512 13.7321 8.44426 91.7802 87.8161 81.4412 internal_count=1296 138 101 1158 1120 819 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=7 num_cat=0 split_feature=1 3 0 0 6 10 split_gain=2.58853 2.0551e-06 6.60516e-07 9.45803e-07 7.27665e-07 5.33046e-07 threshold=1.0000000180025095e-35 4.5000000000000009 0.00039100000000000002 5.1500000000000012e-05 113.38670392953931 25.000000000000004 decision_type=8 10 8 10 8 8 left_child=-1 2 3 -2 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=0.075288324297729414 -0.075418435725984168 -0.075289930477586545 -0.075307557296670866 -0.075783697610218456 -0.075434244101153236 -0.075174936947538823 leaf_weight=1.583637828938663 0.24331017397344146 1.3469235015218142 0.8694349586148743 0.10003850003704429 0.94746288773603748 0.57527055017999384 leaf_count=101 67 421 304 5 129 269 internal_value=-0.0332335 -0.0753307 -0.0753977 -0.0755249 -0.0753736 -0.0752555 internal_weight=5.66608 4.08244 2.16025 0.343349 1.8169 1.92219 internal_count=1296 1195 505 72 433 690 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=7 num_cat=0 split_feature=0 0 0 2 6 7 split_gain=0.912531 1.61102 2.32006 2.26273 3.57919 4.64281 threshold=40.875559000000003 24.845167500000006 4.7126015000000008 3.5000000000000004 84.368340610000701 48.913753766648341 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0067918402181941818 -0.044165418853920529 0.044132689495259274 -0.038489356828959397 0.086639390315658135 -0.089372975582823019 0.033291865478830666 leaf_weight=45.196036867331713 4.1746206246316424 8.8813722990453225 13.587149871047584 7.8499881438910988 3.9927436821162727 13.581198303494601 leaf_count=421 35 90 179 160 16 395 internal_value=0.00157386 0.00362507 -0.000647293 0.00663345 0.0304995 0.0054228 internal_weight=97.2631 93.0885 84.2071 70.62 25.4239 17.5739 internal_count=1296 1261 1171 992 571 411 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=7 num_cat=0 split_feature=4 4 4 3 4 2 split_gain=1.15378 3.49303 2.33416 2.32384 4.89094 2.75545 threshold=5872.0000000000009 7277.5000000000009 3321.5000000000005 6.5000000000000009 343.00000000000006 7.5000000000000009 decision_type=10 10 10 10 10 8 left_child=2 -2 3 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0034561034684649663 0.11355869087257807 0.00098737019429445639 -0.090474019250475157 0.090853306245288243 -0.074452822653765308 -0.0030567964383636142 leaf_weight=47.12478949886281 3.4649904957041171 13.479513441678135 3.0583558913785955 5.4874226823449108 9.7197996876202506 7.2555464252363899 leaf_count=456 51 266 119 23 197 184 internal_value=0.00050966 0.0240071 -0.00497108 -0.00121324 -0.00986547 0.0373831 internal_weight=89.5904 16.9445 72.6459 69.5876 56.8446 12.743 internal_count=1296 317 979 860 653 207 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=7 num_cat=0 split_feature=5 2 6 10 13 8 split_gain=1.19244 2.71655 2.08412 1.55852 1.47099 1.85672 threshold=4550.0000000000009 18.500000000000004 83.894663503630696 35.000000000000007 49199.500000000007 5.2927476730057128 decision_type=10 10 8 10 8 10 left_child=1 4 -2 -4 -1 -6 right_child=2 -3 3 -5 5 -7 leaf_value=-0.072786122310861331 0.058907335763625307 0.10553419769919713 -0.082923389572967368 0.031640815907729623 -0.0062395762498073286 0.026105070915578888 leaf_weight=2.6653690350940442 1.886862823739645 2.5261042285710564 5.7180426613194877 1.4986665276810525 64.917563007213175 24.42532325827051 leaf_count=254 11 48 183 50 448 302 internal_value=-0.000100689 0.00322798 -0.0346667 -0.0591323 0.000419145 0.00260308 internal_weight=103.638 94.5344 9.10357 7.21671 92.0083 89.3429 internal_count=1296 1052 244 233 1004 750 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=7 num_cat=0 split_feature=2 4 4 10 8 5 split_gain=2.34657 2.06632e-06 1.19713e-06 5.15262e-07 5.02924e-07 8.64081e-07 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 25.000000000000004 7.3232742775501398 6784.0000000000009 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=0.075259391256142755 -0.075709480460704526 -0.075363513832883838 -0.075249902306790489 -0.075159365039629777 -0.075582148697136628 -0.07521279643028228 leaf_weight=1.4310109214857218 0.12311650672927532 1.4430210808059203 1.4001102673937567 0.5214320336235686 0.13055387139320385 0.12302660837303847 leaf_count=101 21 334 524 269 14 33 internal_value=-0.0336495 -0.0753066 -0.0752929 -0.075246 -0.0752734 -0.075403 internal_weight=5.17227 3.74126 3.61814 2.17512 1.65369 0.25358 internal_count=1296 1195 1174 840 571 47 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=7 num_cat=0 split_feature=21 21 6 0 4 3 split_gain=0.875231 1.22975 1.42379 0.897596 3.13585 4.70166 threshold=0.21159832495000003 0.87373435645000008 128.71147821476768 4.7126015000000008 395.00000000000006 15.500000000000002 decision_type=8 8 8 10 10 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.056746398287788415 -0.031415485386567486 0.0088523726687890388 0.065304183817756142 0.041906252058545243 -0.077362775794834693 0.027295677190449875 leaf_weight=2.8109044334851205 10.918550082482396 52.932772015687078 3.656593579798936 7.1574762314558056 10.950749908573927 7.0596173582598558 leaf_count=39 120 813 26 47 121 130 internal_value=0.00177332 0.000105956 0.0043156 0.00146017 -0.014087 -0.0363393 internal_weight=95.4867 92.6758 81.7572 78.1006 25.1678 18.0104 internal_count=1296 1257 1137 1111 298 251 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=7 num_cat=0 split_feature=20 10 10 10 15 6 split_gain=1.91682 1.13677 1.73483 1.67811 1.48417 1.35461 threshold=0.14944741705 35.000000000000007 30.500000000000004 13.500000000000002 2.5000000000000004 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=-0.11874216887391482 0.0057319076309739099 -0.076072318420903215 0.069441514735355189 -0.050248898116306943 0.086037912536558819 -0.052432433199273799 leaf_weight=1.3325286040781064 68.14566979627125 1.8201384977437545 3.8433674760162821 5.9905173717997959 2.1811144165694705 4.2540038377046576 leaf_count=21 789 144 55 204 14 69 internal_value=0.000278623 0.00211777 0.0038037 0.000672678 0.00476283 0.00231433 internal_weight=87.5673 86.2348 84.4147 80.5713 74.5808 72.3997 internal_count=1296 1275 1131 1076 872 858 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=7 num_cat=0 split_feature=19 19 5 2 6 4 split_gain=1.18803 1.68816 1.0619 2.24043 1.88813 1.56748 threshold=0.050780911150000003 0.15358416655000004 4550.0000000000009 18.500000000000004 83.894663503630696 2155.5000000000005 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.081173875069086465 -0.094417847913916511 0.0044391952698702667 0.056735594199662967 0.096851537775921204 -0.058112688235191737 -0.047849749034554773 leaf_weight=1.7632538996404035 1.9230637333821503 80.686299913155381 1.8208691235631675 2.4941942342557004 6.6937439083121726 6.1715263151563695 leaf_count=9 18 735 11 48 233 242 internal_value=-0.00019381 -0.00163155 0.000191684 0.00340723 -0.0335521 0.000723899 internal_weight=101.553 99.7897 97.8666 89.352 8.51461 86.8578 internal_count=1296 1287 1269 1025 244 977 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=7 num_cat=0 split_feature=1 0 0 10 6 3 split_gain=2.16803 1.30019e-06 6.22829e-07 5.70677e-07 3.43697e-07 6.01223e-07 threshold=1.0000000180025095e-35 0.00039100000000000002 1.0000000180025095e-35 25.000000000000004 110.35072331537869 22.500000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075239650885981807 -0.075355773859759556 -0.075238558834157102 -0.075603347280723154 -0.075149525422104846 -0.075367152528439382 -0.075156159480555554 leaf_weight=1.3236081209033728 0.76481103978585485 1.2904664219240665 0.11718547227792442 0.47918727429350827 0.62999281342490565 0.17190198483876884 leaf_count=101 135 499 15 269 213 64 internal_value=-0.0335783 -0.0752839 -0.0753887 -0.075248 -0.0752705 -0.0753219 internal_weight=4.77715 3.45355 0.881997 2.57155 2.09236 0.801895 internal_count=1296 1195 150 1045 776 277 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=7 num_cat=0 split_feature=4 4 3 4 4 9 split_gain=0.840072 2.21329 3.12733 2.15788 3.23803 2.32539 threshold=126.00000000000001 149.00000000000003 1.0000000180025095e-35 219.50000000000003 267.00000000000006 5.4680160157886286 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=-0.023512175191590587 0.091440556035199447 -0.091125536583558264 0.045449627838351311 -0.15177109334729699 0.081546729210492067 -0.0022618882771854114 leaf_weight=11.628473380580543 2.8721134737133971 3.4437340870499602 11.883500285446642 1.3923479914665211 3.5058901123702517 59.459438849706203 leaf_count=175 40 17 126 3 41 894 internal_value=0.00165196 0.00519642 0.00208789 0.00629825 -0.000930968 0.00240455 internal_weight=94.1855 82.557 79.6849 76.2412 64.3577 62.9653 internal_count=1296 1121 1081 1064 938 935 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=7 num_cat=0 split_feature=4 3 2 4 0 6 split_gain=1.07096 3.34854 2.71942 2.30576 3.08212 2.08018 threshold=126.00000000000001 3.5000000000000004 6.5000000000000009 115.00000000000001 0.018380500000000004 84.854839424013804 decision_type=8 8 8 10 10 8 left_child=3 -2 -3 4 -1 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.056911536014317698 -0.051781642359237656 0.059069667911133397 -0.060537654633685649 0.11745816682211672 -0.09047139281958172 0.0039525284601806864 leaf_weight=3.7563929617172089 12.102458090055732 8.2706726351752859 5.534880551043897 2.380270317196846 2.2802207847125828 51.918353190412745 leaf_count=131 280 59 148 6 38 634 internal_value=0.000221123 -0.00344355 0.00545747 0.0341064 0.00124032 -0.00226027 internal_weight=86.2432 77.8264 65.7239 8.41688 6.03661 57.4532 internal_count=1296 1121 841 175 169 782 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=7 num_cat=0 split_feature=19 19 4 3 0 5 split_gain=1.01478 1.5366 0.998654 3.15834 3.10904 2.59096 threshold=0.050780911150000003 0.15358416655000004 149.00000000000003 1.0000000180025095e-35 5.1500000000000012e-05 76.000000000000014 decision_type=8 8 8 8 8 8 left_child=-1 -2 4 -4 -3 -5 right_child=1 2 3 5 -6 -7 leaf_value=0.076933984820748882 -0.092720018256366998 -0.089374559875834286 0.092196733811046358 -0.088007279896166135 0.015454367780498522 0.0034540155002701911 leaf_weight=1.6795117664150891 1.8109625766519455 4.7620022323681015 3.8776399791240683 3.2257462218403807 6.9705336317420015 77.795999961323105 leaf_count=9 18 148 17 50 52 1002 internal_value=-0.00014235 -0.00145733 0.000253007 0.00403213 -0.0270936 -0.000187364 internal_weight=100.122 98.4429 96.6319 84.8994 11.7325 81.0217 internal_count=1296 1287 1269 1069 200 1052 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=7 num_cat=0 split_feature=1 4 4 10 8 3 split_gain=1.97291 1.33722e-06 6.71579e-07 3.13613e-07 3.3082e-07 6.38826e-07 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 25.000000000000004 7.3232742775501398 22.500000000000004 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=0.075216823772594005 -0.07560903522818202 -0.075307244112279959 -0.075213864414814979 -0.075138231150025922 -0.075487506528456899 -0.075139019693461345 leaf_weight=1.2010524393990636 0.10705564543604884 1.215460329083726 1.1884511176758672 0.44340875896159571 0.13105836347676825 0.087872256262926385 leaf_count=101 21 334 524 269 19 28 internal_value=-0.0339453 -0.0752616 -0.0752495 -0.0752116 -0.0752347 -0.0753476 internal_weight=4.37436 3.17331 3.06625 1.85079 1.40738 0.218931 internal_count=1296 1195 1174 840 571 47 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=7 num_cat=0 split_feature=0 2 6 3 2 11 split_gain=0.95572 1.08786 1.04071 0.979783 1.01093 1.84552 threshold=47.407128000000007 99.000000000000014 128.71147821476768 65.500000000000014 9.5000000000000018 11.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0013765162125444852 -0.078890001355638367 0.089103638291614565 0.079405365913792797 -0.077880866226573753 0.022890637790725022 -0.1025571343700501 leaf_weight=66.898510152939707 1.4555316306650627 1.4370424151420582 1.678258717060088 1.5898165311664332 17.381422509904951 1.8526295907795418 leaf_count=722 18 19 13 35 473 16 internal_value=0.00150011 0.00278823 0.00140078 -9.15582e-05 0.00134426 -0.00410302 internal_weight=92.2932 90.8377 89.4006 87.7224 86.1326 68.7511 internal_count=1296 1278 1259 1246 1211 738 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=1.0866 1.19565 1.68986 1.83048 2.47734 3.14295 threshold=64.315626000000009 65648.500000000015 65.500000000000014 14.500000000000002 6106.0000000000009 5.2765744525908849 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=0.0071587315896856256 0.083332563526984205 -0.084985668174591619 0.079940752159153097 -0.055458285736701807 0.061079689703243512 -0.047489084784400712 leaf_weight=53.499969515833072 1.5452552214264859 1.6728958822786797 2.5874514412134877 5.9634269576054058 6.5015733169857404 13.101548847509546 leaf_count=516 11 25 34 116 165 429 internal_value=0.000243245 -0.0012976 0.000416965 -0.00218545 0.00216031 -0.00359134 internal_weight=84.8721 83.3269 81.654 79.0665 73.1031 66.6015 internal_count=1296 1285 1260 1226 1110 945 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=7 num_cat=0 split_feature=20 19 19 21 21 21 split_gain=1.40136 1.13737 1.8555 1.15825 2.89984 2.04479 threshold=0.85959532825000007 0.71573109515000011 0.61277817545000013 0.57507340325000011 0.23597926915000003 0.79236473745000013 decision_type=10 10 10 8 8 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.03574743437068769 -0.093666886540786226 0.038545196379299207 -0.089408441079946499 -0.10140216838877819 0.086774688673560085 -0.00041901528181342938 leaf_weight=3.2591844502603635 1.5752757898881089 7.6018120710505164 2.3511406321777022 2.0590456934878603 4.7427697228267771 76.630227103014477 leaf_count=25 20 45 20 19 31 1136 internal_value=-0.00010798 0.00141701 -0.00175274 0.000624561 0.0368716 -0.00306142 internal_weight=98.2195 96.6442 89.0424 86.6912 8.00195 78.6893 internal_count=1296 1276 1231 1211 56 1155 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=7 num_cat=0 split_feature=1 4 4 10 6 3 split_gain=1.84061 1.07532e-06 5.50142e-07 2.35923e-07 2.39969e-07 3.22988e-07 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 25.000000000000004 110.35072331537869 22.500000000000004 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=0.075204142158537865 -0.075565050671790618 -0.075284788743286493 -0.075174718328773732 -0.075128542680119814 -0.075300380961198732 -0.075127631896598518 leaf_weight=1.1258327234536409 0.099445380968973374 1.1242992272600534 0.68086018465692133 0.40976257194415677 0.47388438980851788 0.14026796870166436 leaf_count=101 21 334 313 269 194 64 internal_value=-0.0334653 -0.0752418 -0.0752305 -0.0751947 -0.0752156 -0.0752609 internal_weight=4.05435 2.92852 2.82907 1.70478 1.29501 0.614152 internal_count=1296 1195 1174 840 571 258 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=7 num_cat=0 split_feature=15 16 9 7 6 0 split_gain=0.80202 1.47831 1.00278 2.16646 2.1311 2.28807 threshold=4.5000000000000009 2.0000000000000004 6.1041741653575761 75.501263797546372 92.018638466622647 7.7161375000000012 decision_type=10 8 10 10 8 10 left_child=2 -2 -1 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.0029265313451964409 -0.064909415501149009 0.078662419297909777 0.097407500136603181 0.065481308943072372 -0.045717669885340408 0.037420753204949211 leaf_weight=63.111984384711832 3.894505427684634 0.87905702460557211 1.9819107279181487 7.5312863746657959 8.5204824367538077 5.4134852662682542 leaf_count=668 96 86 43 247 89 67 internal_value=0.00143334 -0.0384705 0.00363396 0.0212926 0.000382829 -0.0134176 internal_weight=91.3327 4.77356 86.5591 23.4472 15.9159 13.934 internal_count=1296 182 1114 446 199 156 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=7 num_cat=0 split_feature=5 0 5 4 3 2 split_gain=1.00279 1.58073 3.08897 2.46609 1.92315 2.42364 threshold=59.000000000000007 0.0012470000000000001 108.50000000000001 126.00000000000001 3.5000000000000004 6.5000000000000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076355695286741465 0.052956005283824117 -0.084293337235781376 0.11803852302230873 -0.053537103341016412 0.056336663169787374 -0.0023179246546781262 leaf_weight=1.6761442366987456 5.6209141314029685 4.3031486328691235 1.8142991662025441 6.1332187717780462 8.0625827275216562 55.803142876597121 leaf_count=221 14 101 3 116 59 782 internal_value=0.000211299 0.00178142 -0.00199764 0.00293364 -4.97613e-05 0.00508679 internal_weight=83.4135 81.7373 76.1164 71.8132 69.9989 63.8657 internal_count=1296 1075 1061 960 957 841 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=7 num_cat=0 split_feature=5 11 6 10 4 4 split_gain=0.951772 1.86939 1.62064 1.40116 1.16255 2.70194 threshold=4550.0000000000009 17.500000000000004 84.083940775398517 35.000000000000007 24937.000000000004 1992.0000000000002 decision_type=10 10 10 10 10 10 left_child=1 4 -2 -4 5 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=0.0036288093437136927 0.05365127817023764 0.093011357459492086 -0.082143513201626189 0.031754500456283863 0.079943246838548865 -0.066997559233925308 leaf_weight=79.480056193016935 1.6866997219622124 2.2402538284659377 4.857112054945901 1.3889432912692425 1.8036850821226824 5.8129618573002508 leaf_count=749 11 13 183 50 12 278 internal_value=-0.000132171 0.00281547 -0.0333278 -0.0568159 0.000495497 -0.00118458 internal_weight=97.2697 89.337 7.93276 6.24606 87.0967 85.293 internal_count=1296 1052 244 233 1039 1027 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=7 num_cat=0 split_feature=1 4 4 10 8 5 split_gain=1.68217 8.6868e-07 4.30664e-07 1.86854e-07 1.89245e-07 3.34982e-07 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 25.000000000000004 7.3232742775501398 6784.0000000000009 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=0.075186414365203527 -0.075525518060207006 -0.075263660352979697 -0.075183153126780644 -0.07511904230370986 -0.075425502314076659 -0.075152508324988598 leaf_weight=1.0269778561778367 0.09259088430553708 1.0402945065870883 1.0065336717816531 0.37470089233829629 0.093638448975980393 0.086443214066093788 leaf_count=101 21 334 524 269 14 33 internal_value=-0.0337138 -0.0752245 -0.0752138 -0.0751806 -0.0752 -0.0752945 internal_weight=3.72118 2.6942 2.60161 1.56132 1.18662 0.180082 internal_count=1296 1195 1174 840 571 47 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=7 num_cat=0 split_feature=20 20 13 10 0 0 split_gain=0.812578 0.872969 0.785571 1.04983 0.750815 1.06922 threshold=0.19822834450000001 0.46396609595000005 49199.500000000007 19.500000000000004 40.875559000000003 24.845167500000006 decision_type=8 8 10 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.065470744605167705 -0.043548946989261872 0.0020360770574948746 0.041119538232356076 -0.10162159179424651 -0.03986337221986494 0.041445310647248532 leaf_weight=1.9297571559436617 4.3985432195477188 69.765060828998685 0.76559224678203408 1.5757615184411404 3.7548699975013724 7.6382276788353911 leaf_count=33 45 1028 38 38 33 81 internal_value=0.00128105 -0.0001282 0.0021591 -0.0549471 0.00380657 0.00592502 internal_weight=89.8278 87.8981 83.4995 2.34135 81.1582 77.4033 internal_count=1296 1263 1218 76 1142 1109 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=7 num_cat=0 split_feature=0 19 19 19 20 21 split_gain=0.971926 1.08153 1.34116 2.72907 1.90542 3.30928 threshold=64.315626000000009 0.077066230500000013 0.13005968095000003 0.21775669215000001 0.78337325670000013 0.89547868850000012 decision_type=10 8 8 8 10 10 left_child=1 -1 -3 -4 5 -5 right_child=-2 2 3 4 -6 -7 leaf_value=-0.094879279360570348 0.082708185104111417 0.074724779656330911 -0.14835081283469032 -0.00036699061295115037 0.067817442946934856 -0.15649240067525538 leaf_weight=1.2148312634089959 1.4031930286437262 2.3430622681044042 1.2546729517634956 70.181622879346833 3.9664442565990603 1.3844286722596724 leaf_count=12 11 9 15 1214 24 11 internal_value=0.000199782 -0.00124119 0.000196367 -0.00207777 0.000351975 -0.0033872 internal_weight=81.7483 80.3451 79.1302 76.7872 75.5325 71.5661 internal_count=1296 1285 1273 1264 1249 1225 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=7 num_cat=0 split_feature=19 19 5 11 6 15 split_gain=0.886467 1.33471 0.904033 1.58762 1.32393 1.15933 threshold=0.050780911150000003 0.15358416655000004 5175.0000000000009 17.500000000000004 84.083940775398517 9.0000000000000018 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.073890569051639363 -0.091002043308536215 0.00085440952861098743 0.047947295036972787 0.088848765549749922 -0.076595079483129117 0.072306675164853063 leaf_weight=1.5939276345307005 1.6305280751548705 83.873002927168272 1.479649307206272 2.1017745728604487 4.5358911321382038 0.59101484110578884 leaf_count=9 18 1033 10 13 201 12 internal_value=-6.21115e-05 -0.00131328 0.000266301 0.00300556 -0.0353811 -0.0594301 internal_weight=95.8058 94.2119 92.5813 85.9748 6.60656 5.12691 internal_count=1296 1287 1269 1046 223 213 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=7 num_cat=0 split_feature=1 4 4 10 6 3 split_gain=1.55963 6.90673e-07 3.4938e-07 1.54404e-07 1.54022e-07 2.13847e-07 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 25.000000000000004 110.35072331537869 22.500000000000004 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=0.07517353849668762 -0.075486668136564947 -0.075244577072070162 -0.07514952901655271 -0.075108384977098194 -0.075259488343085268 -0.075106073789651728 leaf_weight=0.95432940823957324 0.085814234800637545 0.96253146871458772 0.57554057706147388 0.34475673186534561 0.40056171725154854 0.117515625548549 leaf_count=101 21 334 313 269 194 64 internal_value=-0.0335016 -0.0752079 -0.0751979 -0.0751667 -0.0751851 -0.0752247 internal_weight=3.44105 2.48672 2.40091 1.43837 1.09362 0.518077 internal_count=1296 1195 1174 840 571 258 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=7 num_cat=0 split_feature=21 19 9 6 0 5 split_gain=0.809622 0.883247 0.732318 0.891863 2.09075 3.13338 threshold=0.17101914640000002 0.62463113700000006 7.9966239479282715 124.75362963832323 4.7126015000000008 200.50000000000003 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=0.061320027185218166 0.0090379286392580603 -0.043489107520234889 -0.068124538880833738 0.033681396811815152 0.026962960334424274 -0.063439849297764334 leaf_weight=2.1893602716736495 55.737190100597218 4.4812311404384664 1.4589457474648941 8.663620869163422 5.9516003467142609 10.775380270089952 leaf_count=33 873 55 27 117 45 146 internal_value=0.00125942 -0.000250826 0.00209532 0.00335811 -0.000267263 -0.0312738 internal_weight=89.2573 87.068 82.5867 81.1278 72.4642 16.727 internal_count=1296 1263 1208 1181 1064 191 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=7 num_cat=0 split_feature=10 10 10 15 13 6 split_gain=0.941533 1.57003 1.25176 1.30479 1.09386 0.998116 threshold=35.000000000000007 30.500000000000004 13.500000000000002 2.5000000000000004 27019.000000000004 125.38956572919442 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=0.0027961639004576207 -0.075961501552291977 0.068493447446848307 0.012465695022855831 0.084342698849923889 -0.082580395719097546 -0.051034455605855782 leaf_weight=65.215720277512446 1.5940712265437458 3.3658805023878804 1.8914317563176144 1.8822361007332791 3.3651684867218137 3.6365368738770476 leaf_count=810 144 55 35 14 169 69 internal_value=0.000131583 0.00166009 -0.00130016 0.00219862 -0.0483809 -4.69823e-05 internal_weight=80.951 79.357 75.9911 70.7345 5.2566 68.8523 internal_count=1296 1152 1097 893 204 879 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=7 num_cat=0 split_feature=21 21 21 20 21 21 split_gain=1.17733 0.90486 1.94595 1.78477 1.12904 1.61717 threshold=0.15208844065000002 0.52044241275000014 0.79236473745000013 0.60494139750000009 0.87373435645000008 0.96986978155000014 decision_type=8 8 8 10 8 8 left_child=-1 3 -3 -2 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.088310608130039853 0.054825536637983965 -0.066204384691768245 0.060248886804679491 -0.02100975400558773 -0.095373155926422606 0.0010044569655600422 leaf_weight=1.4887272607884368 8.07420556549914 4.5454449388780631 3.1012805820209906 5.0409638113342217 1.7848437446518799 70.913143314479385 leaf_count=30 38 51 12 28 18 1119 internal_value=-8.19794e-05 0.00132342 -0.00265203 0.0256774 0.001159 -0.00136176 internal_weight=94.9486 93.4599 80.3447 13.1152 75.7993 72.698 internal_count=1296 1266 1200 66 1149 1137 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=7 num_cat=0 split_feature=1 4 4 10 6 3 split_gain=1.44171 5.39524e-07 2.74812e-07 1.22279e-07 1.22131e-07 1.70164e-07 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 25.000000000000004 110.35072331537869 22.500000000000004 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=0.075160333723407871 -0.075449111051453521 -0.075226494772413416 -0.075138605813838508 -0.075100083453199282 -0.07524051098319523 -0.075098008237438563 leaf_weight=0.88356175320222974 0.079192302189768138 0.88851278583752025 0.53268910740734965 0.31384353514295082 0.3698477292782627 0.10834264243021607 leaf_count=101 21 334 313 269 194 64 internal_value=-0.0333644 -0.0751926 -0.0751835 -0.0751546 -0.0751715 -0.0752082 internal_weight=3.17599 2.29243 2.21324 1.32472 1.01088 0.47819 internal_count=1296 1195 1174 840 571 258 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=7 num_cat=0 split_feature=20 20 8 8 8 6 split_gain=0.691467 0.777631 0.696822 1.46668 1.29988 1.95168 threshold=0.19822834450000001 0.33308090295000004 7.2916023631910933 6.9301478636517562 6.7948419394568322 125.24522238174087 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=0.059430451844978742 -0.045456379507161533 0.00060190485378730486 -0.035754318717527545 0.083907262357571455 -0.061451198272594931 0.075147612141599637 leaf_weight=1.9894562109839169 3.6367671000771224 68.949479561764747 4.6643527178093782 2.2332597691565743 3.1267256983555844 3.7005605986341825 leaf_count=33 27 1009 80 55 51 41 internal_value=0.00114364 -0.000199859 0.00179093 0.00403583 0.00168189 0.00439902 internal_weight=88.3006 86.3111 82.6744 78.01 75.7768 72.65 internal_count=1296 1263 1236 1156 1101 1050 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=7 num_cat=0 split_feature=4 3 2 9 6 7 split_gain=0.908561 2.44649 2.08805 2.1254 1.79505 4.3113 threshold=126.00000000000001 3.5000000000000004 6.5000000000000009 5.7210805878210609 84.854839424013804 73.492879307441498 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.0327294606099197 -0.047444924741745838 -0.020893925499957954 -0.05983945582796172 0.089586617244669528 0.078968307421591277 -0.008623696735425455 leaf_weight=7.6780540408799416 10.756340531166641 2.6194134932011357 5.0001885592937461 5.194153624586761 6.4866735860705367 42.022147620213218 leaf_count=175 280 25 148 34 50 584 internal_value=2.76896e-05 -0.0034558 0.00426015 0.0525492 -0.00279118 0.00308924 internal_weight=79.757 72.0789 61.3226 7.81357 53.509 48.5088 internal_count=1296 1121 841 59 782 634 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=7 num_cat=0 split_feature=5 2 6 4 8 0 split_gain=0.824129 1.43278 1.34308 1.25178 1.9708 2.36459 threshold=4550.0000000000009 18.500000000000004 84.083940775398517 2155.5000000000005 5.2927476730057128 0.10875250000000002 decision_type=10 10 10 10 10 10 left_child=1 3 -2 4 -1 -6 right_child=2 -3 -4 -5 5 -7 leaf_value=-0.0049379869046541581 0.049278656081967666 0.08082665251430976 -0.056706057032674145 -0.045585902807518335 -0.022017087337029072 0.055909206027848747 leaf_weight=60.661458138405578 1.5368808638304461 2.2841799170710138 5.3857738493825309 5.4955133203184223 5.5792205194011357 12.890933296643196 leaf_count=516 11 48 233 242 66 180 internal_value=2.95445e-05 0.00267448 -0.0331767 0.00056507 0.00377015 0.0323703 internal_weight=93.834 86.9113 6.92265 84.6271 79.1316 18.4702 internal_count=1296 1052 244 1004 762 246 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=7 num_cat=0 split_feature=4 4 4 10 8 5 split_gain=1.34369 4.35101e-07 2.37225e-07 8.69053e-08 9.27282e-08 1.57712e-07 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 25.000000000000004 7.3232742775501398 6784.0000000000009 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=0.075150147183167773 -0.075416799748646041 -0.075210513619642594 -0.075142640226054491 -0.075093368066448438 -0.07533374256517017 -0.07512067233133797 leaf_weight=0.82813521055504713 0.073525369632989501 0.82536367239663411 0.77925029314064864 0.2911380903533427 0.072225744370371103 0.066931963636307046 leaf_count=101 21 334 524 269 14 33 internal_value=-0.0327842 -0.0751778 -0.0751692 -0.075141 -0.0751561 -0.0752313 internal_weight=2.93657 2.10844 2.03491 1.20955 0.918408 0.139158 internal_count=1296 1195 1174 840 571 47 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 0 split_gain=0.674237 2.62205 3.81043 2.37158 1.82369 1.96425 threshold=0.0048770000000000003 5.1500000000000012e-05 163.00000000000003 0.030054500000000001 0.04728050000000001 0.055514500000000008 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=0.065976196115205013 0.071587920781661346 -0.076386737226485479 -0.093653567924204151 -0.055434401051955406 0.085545374375456271 0.0010201237542718049 leaf_weight=4.9999887754674983 4.9685716689564279 4.9682899489998817 2.1334042251110077 5.4544655364006749 2.8770472463220349 61.925537086324766 leaf_count=163 134 25 5 56 30 883 internal_value=0.00129607 -0.0206114 0.0182353 0.00482036 9.85633e-05 0.0047728 internal_weight=87.3273 12.1017 7.13339 75.2256 70.257 64.8026 internal_count=1296 193 168 1103 969 913 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=7 num_cat=0 split_feature=5 0 5 4 4 8 split_gain=0.877406 1.41822 2.79523 2.15568 1.49106 2.60733 threshold=59.000000000000007 0.0012470000000000001 108.50000000000001 126.00000000000001 168.50000000000003 4.4308176195396909 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=-0.076336041293385365 0.050628920504139863 -0.083900222589551321 0.11252260060385283 -0.086533980214242828 0.06977875806785229 -0.0039063483684658304 leaf_weight=1.4820551995653648 5.4267269372940055 3.9740144480019799 1.7320159077644337 1.9545184597372998 5.2311983518302432 58.552393969148397 leaf_count=221 14 101 3 28 44 885 internal_value=-0.000124392 0.00134495 -0.00239854 0.00240194 -0.000499433 0.00213692 internal_weight=78.3529 76.8709 71.4441 67.4701 65.7381 63.7836 internal_count=1296 1075 1061 960 957 929 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=7 num_cat=0 split_feature=0 6 6 7 7 0 split_gain=0.789781 2.73923 2.62614 1.75008 1.64801 1.60468 threshold=18.636041000000002 88.087016270888299 96.432117248464792 76.312694652446012 74.144202609234256 10.009413 decision_type=10 8 8 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0002500263083420493 -0.08761616013054041 0.10956277687091741 -0.025098674432205249 -0.039116356145774134 0.059272571110433617 0.068498423318910179 leaf_weight=62.950177726859692 4.3076402768492672 2.0304157435894021 5.0505241360515356 8.6547808415489254 5.8664027054328463 3.644566422328352 leaf_count=691 37 4 97 291 147 29 internal_value=-7.74323e-05 -0.0247373 0.0135147 0.00338478 0.00846113 0.00398509 internal_weight=92.5045 11.3886 7.08094 81.1159 72.4611 66.5947 internal_count=1296 138 101 1158 867 720 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=7 num_cat=0 split_feature=2 4 4 3 10 8 split_gain=1.25776 3.71834e-07 1.87893e-07 7.17786e-08 6.54796e-08 7.38112e-08 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 1.5000000000000002 25.000000000000004 7.3232742775501398 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075141224190864622 -0.075394829964264401 -0.075152952154657823 -0.075131535740012884 -0.075217273710850907 -0.075087622924586095 -0.075213920091980649 leaf_weight=0.78021233202889595 0.067835644353180791 0.26696033857297163 0.71343305552727521 0.49552829371532425 0.27158024464733899 0.12830953564844094 leaf_count=101 21 199 524 135 269 47 internal_value=-0.0321117 -0.0751648 -0.0751565 -0.0751948 -0.0751303 -0.0751441 internal_weight=2.72386 1.94365 1.87581 0.762489 1.11332 0.841743 internal_count=1296 1195 1174 334 840 571 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=7 num_cat=0 split_feature=21 19 20 19 21 21 split_gain=0.659274 1.10831 0.985257 0.664061 1.41581 1.29209 threshold=0.21159832495000003 0.62463113700000006 0.66396099315000012 0.3747323123500001 0.76528827470000016 0.76897665440000018 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 5 -5 -2 right_child=1 2 -4 4 -6 -7 leaf_value=0.047693958904302253 0.0023776880927007531 -0.084970073213026742 0.015909030711755215 -0.028141462267145867 0.10982680685722786 -0.085794925110787248 leaf_weight=2.9438926749862731 74.142405164893717 2.7959403551649293 1.4809855220373718 1.3425840812269592 1.6676638762000946 1.7000825803261239 leaf_count=39 1152 37 17 25 19 7 internal_value=0.00118732 -0.000459634 -0.0500383 0.00222948 0.0482923 0.000401214 internal_weight=86.0736 83.1297 4.27693 78.8527 3.01025 75.8425 internal_count=1296 1257 54 1203 44 1159 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=7 num_cat=0 split_feature=10 10 10 19 19 20 split_gain=0.857238 1.51125 1.14702 0.824383 3.23397 2.10187 threshold=35.000000000000007 30.500000000000004 16.500000000000004 0.42674026145000005 0.48125046350000006 0.30108552495000002 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=-0.026747322810487969 -0.075898312462781239 0.068302323402696805 -0.083573997941237071 0.10593592070247478 -0.079626532217933921 0.0038709792195117387 leaf_weight=9.7945711695356277 1.4691630584420625 3.2161850966513148 1.6736588205676515 2.9894340322352946 3.1901698325527832 54.845453095738776 leaf_count=69 144 55 97 12 26 893 internal_value=-0.000242491 0.00122563 -0.00175025 0.000183471 0.00450589 -0.000718809 internal_weight=77.1786 75.7095 72.4933 70.8196 61.0251 58.0356 internal_count=1296 1152 1097 1000 931 919 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=7 num_cat=0 split_feature=10 5 2 7 0 7 split_gain=0.767978 1.50971 1.21733 1.21453 3.00392 2.44934 threshold=41.000000000000007 4385.0000000000009 18.500000000000004 75.539269251897892 30.053426000000005 69.792058971722028 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=-0.0024354616036428387 0.0526780697690582 -0.053983035503042856 0.075849126428832403 -0.059819981999503495 0.06701751338590585 0.054616012380108186 leaf_weight=61.736878338939277 2.6902500316500655 5.1717346670920952 2.1566860580351195 8.3728690134594181 2.4031185656785974 8.5697181781288219 leaf_count=659 124 217 42 176 12 66 internal_value=4.37556e-05 -0.00155785 0.00169938 -0.000272905 -0.0315344 0.00451858 internal_weight=91.1013 88.411 83.2393 81.0826 10.776 70.3066 internal_count=1296 1172 955 913 188 725 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=7 num_cat=0 split_feature=1 4 4 3 5 8 split_gain=1.16224 2.96758e-07 1.57191e-07 5.90691e-08 4.14208e-08 1.16016e-07 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 1.5000000000000002 11939.000000000002 7.3232742775501398 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075130463605613512 -0.075366194647303889 -0.075141878112490415 -0.075115077543524172 -0.075202450105330762 -0.075071515759238414 -0.075229191970192621 leaf_weight=0.72236494859680533 0.062920969212427846 0.24748521624133002 0.76677833594294476 0.46068808063864708 0.15055760560790077 0.10080397536512464 leaf_count=101 21 199 702 135 104 34 internal_value=-0.0319296 -0.0751529 -0.0751451 -0.0751813 -0.0751199 -0.0751283 internal_weight=2.5116 1.78923 1.72631 0.708173 1.01814 0.867582 internal_count=1296 1195 1174 334 840 736 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=7 num_cat=0 split_feature=4 4 3 5 5 4 split_gain=0.607241 1.68879 2.43991 1.52985 1.46094 1.13315 threshold=126.00000000000001 149.00000000000003 1.0000000180025095e-35 76.000000000000014 59.000000000000007 109.00000000000001 decision_type=8 8 8 8 10 10 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=-0.013205336751542732 0.087432968679205719 -0.087627768038824633 0.073478119216709575 0.0021974154807733216 -0.054679413059747065 0.093054620520032771 leaf_weight=3.1554574505425972 2.3703859932720652 2.9367780573666087 3.153549399226903 66.591552942991257 5.824855662882328 1.4716108366847036 leaf_count=122 40 17 50 1014 34 19 internal_value=0.00122479 0.00436966 0.0016607 0.0054204 -0.0213576 0.02059 internal_weight=85.5042 75.0523 72.6819 69.7451 10.4519 4.62707 internal_count=1296 1121 1081 1064 175 141 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 0 split_gain=0.78408 1.16753 2.57709 1.97126 2.7201 1.77389 threshold=59.000000000000007 0.0012470000000000001 108.50000000000001 126.00000000000001 3.5000000000000004 0.084130500000000011 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076278165396038378 0.046795664920472102 -0.083246755210253903 0.080919608599122256 -0.082313357702998996 0.049918011544924035 -0.002738473000670203 leaf_weight=1.3345695267198596 5.1927576363086692 3.7278885599225751 3.0358104929327956 3.9140392998233429 7.2997375959530464 51.772150763310492 leaf_count=221 14 101 14 105 166 675 internal_value=-0.000302109 0.00105087 -0.00235477 0.00221277 -0.00158077 0.00376849 internal_weight=76.277 74.9424 69.7496 66.0217 62.9859 59.0719 internal_count=1296 1075 1061 960 946 841 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=7 num_cat=0 split_feature=9 8 8 8 8 2 split_gain=0.737779 1.30249 2.31843 1.66441 1.74989 1.90651 threshold=7.8464943593056891 6.7434384985530169 6.1516991880802205 6.0124073458263707 5.8299176033216806 13.500000000000002 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=-0.00086456430966568541 -0.034991473589427453 0.060922079457957239 -0.1024461368153356 0.087878336848912803 -0.084050175763630677 0.07408717414243253 leaf_weight=70.425828259671107 5.6527211550273924 3.6302951462566844 2.1628550030291072 2.2189904563128939 2.397997203283011 3.5655381539836517 leaf_count=721 326 16 124 12 72 25 internal_value=-1.65007e-05 0.00232592 -0.000307709 0.00250256 2.2528e-05 0.00274725 internal_weight=90.0542 84.4015 80.7712 78.6084 76.3894 73.9914 internal_count=1296 970 954 830 818 746 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=7 num_cat=0 split_feature=1 4 4 3 10 6 split_gain=1.05928 2.49014e-07 1.21602e-07 5.13187e-08 4.14761e-08 4.66571e-08 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 1.5000000000000002 25.000000000000004 110.35072331537869 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075118615313313597 -0.075342858690158887 -0.075128109544826946 -0.075098138272019721 -0.075187235470866809 -0.075073165675663606 -0.075149345727089811 leaf_weight=0.65592546295374632 0.059005597489886097 0.22385552781634033 0.37525553964951541 0.42645424563670531 0.22484283708763542 0.3383746149847866 leaf_count=101 21 199 313 135 269 258 internal_value=-0.0323584 -0.0751411 -0.0751336 -0.0751669 -0.0751106 -0.0751224 internal_weight=2.30371 1.64779 1.58878 0.65031 0.938473 0.71363 internal_count=1296 1195 1174 334 840 571 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=7 num_cat=0 split_feature=21 19 21 8 8 2 split_gain=0.582992 0.834378 0.942873 0.604169 1.18123 1.01584 threshold=0.12986503130000002 0.62463113700000006 0.38110537085000001 7.2916023631910933 6.9301478636517562 11.500000000000002 decision_type=8 10 8 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.065396674916806716 -0.0020255596534455422 0.018151566695538277 -0.073026167436024678 -0.033540137263266066 0.078970320606145561 0.033823051212311259 leaf_weight=1.3865281888283787 62.33551044552587 1.7789683230221269 3.1290714824572197 4.381527720950543 2.0799539191648355 9.0525281508453173 leaf_count=24 763 15 44 80 55 315 internal_value=0.00108954 1.21364e-05 -0.0399779 0.00253332 0.00468469 0.00252031 internal_weight=84.1441 82.7576 4.90804 77.8495 73.468 71.388 internal_count=1296 1272 59 1213 1133 1078 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=7 num_cat=0 split_feature=10 10 10 15 13 6 split_gain=0.765041 1.31137 1.09497 1.12823 0.862849 0.803292 threshold=35.000000000000007 30.500000000000004 13.500000000000002 2.5000000000000004 27019.000000000004 126.99892956430652 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=0.0012845309565294864 -0.075808440872465119 0.066286940735100594 0.0084833150022320617 0.083278651128841349 -0.081494336559994371 -0.068189734719072831 leaf_weight=63.015791917627212 1.3209505440900091 2.9511865051463237 1.6721553551033128 1.6463346891105164 2.9389840424992144 1.7094228491187085 leaf_count=842 144 55 35 14 169 37 internal_value=-0.000376774 0.000970937 -0.00174465 0.00152905 -0.0488654 -0.000550317 internal_weight=75.2548 73.9339 70.9827 66.3715 4.61114 64.7252 internal_count=1296 1152 1097 893 204 879 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=7 num_cat=0 split_feature=20 20 20 21 21 21 split_gain=1.20703 2.64769 2.27681 1.37397 3.49549 1.50708 threshold=0.85959532825000007 0.81564758060000009 0.76592940720000013 0.52044241275000014 0.79236473745000013 0.22161084545000001 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=-0.017149208767003914 -0.091238829766082552 0.14186829242420892 -0.12042109292300418 -0.10656074992765779 0.0010865801109092713 0.056947647755273834 leaf_weight=4.1036237867665468 1.422740891779539 1.325570223503745 1.5557557280408207 3.1548430500552058 68.785036471439525 8.2906726018991304 leaf_count=34 20 6 9 42 1142 43 internal_value=0.000126579 0.00161702 -0.000547531 0.00166384 -0.00363417 0.0324149 internal_weight=88.6382 87.2155 85.8899 84.3342 71.9399 12.3943 internal_count=1296 1276 1270 1261 1184 77 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=7 num_cat=0 split_feature=1 4 4 3 10 8 split_gain=0.979487 1.98221e-07 9.71435e-08 4.15681e-08 3.31006e-08 4.36644e-08 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 1.5000000000000002 25.000000000000004 7.3232742775501398 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075110171294793387 -0.075318089749760453 -0.075118950728199366 -0.075102742790652932 -0.075174182436693548 -0.075067693426433157 -0.075173969911614374 leaf_weight=0.60718409484252334 0.054798340657726041 0.20788754732348025 0.5563136750497506 0.39551263221073896 0.20440093753859401 0.10181932663545012 leaf_count=101 21 199 524 135 269 47 internal_value=-0.0322611 -0.0751314 -0.0751244 -0.0751552 -0.0751028 -0.0751138 internal_weight=2.12792 1.52073 1.46593 0.6034 0.862534 0.658133 internal_count=1296 1195 1174 334 840 571 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=7 num_cat=0 split_feature=13 9 6 7 7 5 split_gain=0.569589 0.764363 1.82537 4.22505 1.71647 1.48071 threshold=49199.500000000007 6.1041741653575761 119.88135117523494 41.241066549886092 76.62989104726735 253.50000000000003 decision_type=10 10 10 10 8 10 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.003096823449490776 -0.051841171649662447 -0.086462743232093256 0.096459957534672097 -0.081596163456803372 0.072426203679760978 0.013125529237151599 leaf_weight=50.605856677517295 1.9903651694767166 1.644114226102835 1.7660538107156742 6.666217789053916 4.6062040955293915 16.241259645903483 leaf_count=627 76 9 19 22 209 334 internal_value=0.0010127 0.00230301 -0.00367334 -0.00676107 0.0179903 0.00397087 internal_weight=83.5201 81.5297 59.0381 57.2721 22.4916 17.8854 internal_count=1296 1220 668 649 552 343 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=7 num_cat=0 split_feature=7 20 7 0 14 0 split_gain=0.751099 1.60726 1.33055 1.50626 1.47194 1.27116 threshold=82.887291079911066 0.14944741705 79.482860341514581 0.059867500000000004 2.5000000000000004 5.0057140000000011 decision_type=10 8 10 10 10 8 left_child=1 -1 5 -4 -5 -3 right_child=-2 2 3 4 -6 -7 leaf_value=-0.1176956978140154 -0.07657927800037205 -0.021294350531070792 0.11623671077097564 -0.078502493293430425 0.07565378990902917 0.0084638907520418194 leaf_weight=1.1237508465419521 1.2705911956727494 20.781248358020093 2.1389384362846604 1.1900638407096267 1.2916729869903065 46.414930019527674 leaf_count=21 13 813 6 51 61 331 internal_value=-0.000354579 0.000973219 0.00283009 0.0547366 0.00173144 -0.000739213 internal_weight=74.2112 72.9406 71.8169 4.62068 2.48174 67.1962 internal_count=1296 1283 1262 118 112 1144 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=7 num_cat=0 split_feature=0 6 6 4 4 7 split_gain=0.730676 2.30867 2.21645 1.50855 2.65553 1.40444 threshold=18.636041000000002 88.087016270888299 98.812382309715773 24937.000000000004 4353.5000000000009 76.473063496013751 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.010291871483986035 -0.086244087901946764 0.1034840403406794 -0.025436674605926059 0.076799368566320581 -0.075946310757748575 -0.035469719541430515 leaf_weight=63.068912790564355 3.8480391278862927 1.8667996227741248 4.6686315180268139 2.7063693124800912 4.2521579426247618 7.5045861494145347 leaf_count=592 37 4 97 38 301 227 internal_value=0.000118093 -0.0247934 0.0113886 0.00345436 0.000801542 0.00542571 internal_weight=87.9155 10.3835 6.53543 77.532 74.8257 70.5735 internal_count=1296 138 101 1158 1120 819 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=7 num_cat=0 split_feature=2 4 4 3 10 8 split_gain=0.906236 1.54979e-07 7.49572e-08 3.23057e-08 2.48246e-08 3.31254e-08 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 1.5000000000000002 25.000000000000004 7.3232742775501398 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075102218151445216 -0.075293309382369569 -0.075110040294914693 -0.07509513486298755 -0.075160683174957665 -0.075063540669499218 -0.075159755823750174 leaf_weight=0.56298343674279738 0.050595614011399337 0.19255721289664507 0.51156922682275763 0.36422149953432381 0.18781590253638569 0.093883762747282162 leaf_count=101 21 199 524 135 269 47 internal_value=-0.0320515 -0.0751215 -0.075115 -0.0751432 -0.0750953 -0.0751052 internal_weight=1.96363 1.40064 1.35005 0.556779 0.793269 0.605453 internal_count=1296 1195 1174 334 840 571 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=7 num_cat=0 split_feature=6 15 16 9 6 8 split_gain=0.574165 0.527152 1.05423 0.823068 2.2699 1.56754 threshold=128.71147821476768 4.5000000000000009 2.0000000000000004 6.1041741653575761 83.77714566791245 6.139487725921656 decision_type=10 10 8 10 10 10 left_child=1 3 -3 4 -1 -5 right_child=-2 2 -4 5 -6 -7 leaf_value=0.0040628234487323266 0.057976532150323501 -0.061060857403619787 0.077856655801342683 0.05986926334028584 -0.050363466643704384 -0.00083199620902793818 leaf_weight=48.691058336407878 1.7241772413253773 3.1242653448134656 0.66205139667727042 6.3854202008806196 9.0939965397119504 12.746706808451561 leaf_count=602 15 96 86 149 58 290 internal_value=0.000876402 -0.000343505 -0.0367706 0.00144965 -0.00450258 0.0194273 internal_weight=82.4277 80.7035 3.78632 76.9172 57.7851 19.1321 internal_count=1296 1281 182 1099 660 439 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=7 num_cat=0 split_feature=4 4 8 5 8 8 split_gain=0.771887 2.54864 2.51919 2.52274 1.81434 1.69956 threshold=5872.0000000000009 7331.5000000000009 5.2765744525908849 10863.500000000002 6.260304336777474 5.0718539697908787 decision_type=10 8 10 10 8 10 left_child=2 -2 5 -4 -3 -1 right_child=1 4 3 -5 -6 -7 leaf_value=0.00068578233708289091 0.099673807110432652 -0.075348815317603665 -0.065642486567014116 0.066011018026872856 0.022790985781191347 0.08503472543114575 leaf_weight=46.221439830929739 3.1793067881371799 2.5793675640597931 10.03869872674113 1.7022981531918038 6.9853474952979022 2.5189657714217892 leaf_count=504 60 81 437 19 176 19 internal_value=-0.000258831 0.022108 -0.00497173 -0.0465544 -0.0036749 0.00504504 internal_weight=73.2254 12.744 60.4814 11.741 9.56472 48.7404 internal_count=1296 317 979 456 257 523 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=7 num_cat=0 split_feature=0 6 6 4 4 0 split_gain=0.684886 2.06564 1.93007 1.37898 2.47258 1.19678 threshold=18.636041000000002 88.087016270888299 98.812382309715773 23996.500000000004 4534.0000000000009 10.015603000000002 decision_type=10 8 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.002451836616666985 -0.085384754610145899 0.099685625954521184 -0.024347123367836926 0.074511535510322705 -0.079788351002542224 0.073730355894082319 leaf_weight=67.96370562913944 3.5750136449933025 1.73160669207573 4.5542377247475088 2.626341317780315 3.6229964221711262 2.4401418305933467 leaf_count=804 37 4 97 40 295 19 internal_value=0.000111546 -0.0246954 0.00982107 0.00330278 0.000776415 0.00492229 internal_weight=86.514 9.86086 6.28584 76.6532 74.0268 70.4038 internal_count=1296 138 101 1158 1118 823 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=7 num_cat=0 split_feature=1 4 4 5 10 8 split_gain=0.839504 1.2266e-07 5.94559e-08 2.50704e-08 2.06471e-08 2.50328e-08 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 108.50000000000001 25.000000000000004 7.3232742775501398 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075095097152766743 -0.075271210563610649 -0.075101810981178505 -0.075088007305849691 -0.075148259403203563 -0.075057131638586808 -0.075146758381300693 leaf_weight=0.52387667587026954 0.046797426301054323 0.17727197834756225 0.46843296559381997 0.33731873775832355 0.16852044022380142 0.085808340794756077 leaf_count=101 21 193 524 141 269 47 internal_value=-0.0315896 -0.0751123 -0.0751063 -0.0751323 -0.0750878 -0.0750971 internal_weight=1.80803 1.28415 1.23735 0.514591 0.722762 0.554241 internal_count=1296 1195 1174 334 840 571 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=7 num_cat=0 split_feature=7 7 7 9 10 2 split_gain=0.540467 0.800175 0.799548 1.94839 0.80061 0.792476 threshold=83.814145346247159 79.482860341514581 76.62989104726735 6.0503829548602548 30.500000000000004 11.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -3 right_child=-2 5 3 -5 -6 -7 leaf_value=0.00097093304880732081 0.060529272258371895 -0.071966121540816455 -0.088906698318765451 0.073159797439645263 -0.064739565517552847 0.065352310251083928 leaf_weight=69.93735304265283 1.494522064924239 2.6118015248794104 0.92084482312202354 3.8152720632497221 1.9046749928966153 0.50086558982729901 leaf_count=925 9 91 4 149 87 31 internal_value=0.000949503 -0.000167856 0.00185238 0.0416492 -0.000771183 -0.0498699 internal_weight=81.1853 79.6908 76.5781 4.73612 71.842 3.11267 internal_count=1296 1287 1165 153 1012 122 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=7 num_cat=0 split_feature=19 19 20 20 21 21 split_gain=0.684145 3.01493 1.7805 1.77491 1.30152 2.92485 threshold=0.42674026145000005 0.48125046350000006 0.30108552495000002 0.33308090295000004 0.66330308690000017 0.29995951735000004 decision_type=8 8 8 8 10 8 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=0.01643522503613885 0.10271218037189984 -0.075877850913299558 0.1058228641106238 -0.00038945085445176434 0.015599889658375433 -0.13228963571759808 leaf_weight=2.627924142871052 2.9206697887275368 3.0419811850588303 1.619993772357702 54.650802176969592 4.3161994140828028 2.6615740954293852 leaf_count=26 12 26 7 1182 18 25 internal_value=-0.000309831 0.00352412 -0.00136008 0.00266832 -0.0251492 -0.0584003 internal_weight=71.8391 62.2334 59.3128 56.2708 9.6057 5.2895 internal_count=1296 1227 1215 1189 69 51 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=7 num_cat=0 split_feature=20 20 20 19 19 19 split_gain=1.10677 2.28277 2.03495 1.27371 1.79393 1.10452 threshold=0.85959532825000007 0.81564758060000009 0.76592940720000013 0.71573109515000011 0.61277817545000013 0.53332788120000008 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=-0.0015085787403809241 -0.089977907885102876 0.13271023932506984 -0.11629452569205351 0.046260006627160004 -0.089486174448291905 0.06822859896017909 leaf_weight=70.302107533265371 1.3446161505416956 1.30474915774539 1.4928750505787309 5.9014933454454868 2.2723525879264335 2.3469594226917243 leaf_count=1192 20 6 9 39 19 11 internal_value=2.69181e-05 0.00147419 -0.000605968 0.00153091 -0.00199236 0.000744311 internal_weight=84.9652 83.6205 82.3158 80.8229 74.9214 72.6491 internal_count=1296 1276 1270 1261 1222 1203 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=7 num_cat=0 split_feature=1 0 0 10 8 3 split_gain=0.782138 8.3411e-08 3.87168e-08 2.33961e-08 1.45953e-08 3.76434e-08 threshold=1.0000000180025095e-35 0.00039100000000000002 1.0000000180025095e-35 25.000000000000004 7.3232742775501398 22.500000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075089138239386885 -0.075133945449370576 -0.075090710665096427 -0.075235171511641927 -0.075053113635188323 -0.075191888257035988 -0.075051352425104093 leaf_weight=0.48945793253369629 0.27851559623377375 0.63039826017484302 0.043715214356780052 0.15668536241719266 0.04805069521535188 0.031590000508003868 leaf_count=101 135 729 15 269 19 28 internal_value=-0.0313049 -0.0751042 -0.0751477 -0.0750881 -0.0750958 -0.0751361 internal_weight=1.67841 1.18896 0.322231 0.866724 0.710039 0.0796407 internal_count=1296 1195 150 1045 776 47 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=7 num_cat=0 split_feature=21 21 21 20 20 15 split_gain=0.570639 0.509135 0.881156 0.970212 0.891083 0.521949 threshold=0.12986503130000002 0.89547868850000012 0.79236473745000013 0.85959532825000007 0.69410890325000019 4.5000000000000009 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=0.064661800243530784 0.0023329394272729458 0.057667128254099156 -0.066309372242427514 0.088709511374231803 -0.084020187232968585 -0.037105841299683029 leaf_weight=1.3805566714145241 69.715649654972367 1.4924691711785261 2.0303824831498778 1.2252221277449269 1.2709888890385617 3.5253775543533257 leaf_count=24 1026 14 18 15 17 182 internal_value=0.000923017 -0.000187188 -0.00129749 0.000445361 -0.00100599 0.000434596 internal_weight=80.6406 79.2601 77.7676 75.7372 74.512 73.241 internal_count=1296 1272 1258 1240 1225 1208 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=7 num_cat=0 split_feature=4 4 4 0 5 8 split_gain=0.671848 1.88838 1.29323 2.4398 1.03939 1.03482 threshold=126.00000000000001 176.00000000000003 115.00000000000001 0.018380500000000004 59.000000000000007 4.4308176195396909 decision_type=8 8 8 10 10 8 left_child=2 -2 3 4 -1 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.076945718548740966 -0.081598223344361287 0.03829465738571225 0.098686732961799611 -0.08694139815127408 0.085003631690032166 -0.0041581158604657061 leaf_weight=0.4723373901797453 2.9523889226838937 6.4120859985705456 1.9367166347801683 1.8820810085162518 2.4616505205631256 54.932741808879655 leaf_count=122 138 88 6 38 9 895 internal_value=-0.000328999 -0.00348036 0.029677 0.00192567 0.0589317 0.000279273 internal_weight=71.05 64.2972 6.75279 4.81607 2.93399 61.3448 internal_count=1296 1121 175 169 131 983 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 19 split_gain=1.0093 0.952601 1.59163 1.06006 2.5442 1.84317 threshold=0.15208844065000002 0.71573109515000011 0.61277817545000013 0.53332788120000008 0.23597926915000003 0.40312505175000007 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=-0.086897692973463225 -0.13809210536723679 0.037339963935047127 -0.088125242458514691 0.068675156081603503 0.0036731145777201047 -0.10097749178726206 leaf_weight=1.315195983770536 1.3378928090678526 6.7711924353498025 2.0775759083917356 2.2202629501407491 68.744963616249152 1.7252267746080168 leaf_count=30 7 41 20 11 1165 22 internal_value=1.76409e-05 0.00139692 -0.00180096 0.000621701 -0.00148247 0.00111109 internal_weight=84.1923 82.8771 76.1059 74.0283 71.8081 70.4702 internal_count=1296 1266 1225 1205 1194 1187 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=7 num_cat=0 split_feature=1 4 14 10 3 6 split_gain=0.720771 7.81735e-08 4.11174e-08 1.85143e-08 1.03661e-08 1.93701e-08 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 25.000000000000004 22.500000000000004 123.15463884703412 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=0.075082217215107244 -0.075233401039043135 -0.075085094005155117 -0.075130542561316765 -0.075049077581171117 -0.075050503097275179 -0.07513514128231695 leaf_weight=0.45038446527905762 0.040281118126585747 0.54396547547366925 0.21476595790591102 0.14543376550864195 0.065778359508840367 0.090150620308122598 leaf_count=101 21 665 87 269 74 79 internal_value=-0.0314805 -0.0750967 -0.0750915 -0.0750815 -0.0750883 -0.0750922 internal_weight=1.55076 1.10038 1.06009 0.845328 0.699894 0.634116 internal_count=1296 1195 1174 1087 818 744 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=7 num_cat=0 split_feature=20 20 4 4 3 5 split_gain=0.522787 0.658243 0.51655 1.51345 2.22991 1.42797 threshold=0.19822834450000001 0.33308090295000004 126.00000000000001 149.00000000000003 1.0000000180025095e-35 59.000000000000007 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=0.050658477115913272 -0.043326616762405505 0.022919625102530441 0.086243412266603814 -0.086698874790311908 0.0058980392399082303 -0.054017107429493852 leaf_weight=2.0548611884005368 3.4221365560078993 4.3336414318764565 2.2015197910368434 2.7184081971645346 60.07654582336545 5.4416155368089676 leaf_count=33 27 110 40 17 1035 34 internal_value=0.000868912 -0.00043951 0.00152334 0.00474668 0.0018895 -0.0199089 internal_weight=80.2487 78.1939 74.7717 64.9965 62.795 9.77526 internal_count=1296 1263 1236 1092 1052 144 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.662882 0.897549 1.08676 1.39498 1.83873 2.58383 threshold=60.179807500000003 65648.500000000015 65.500000000000014 14.500000000000002 6106.0000000000009 5.2765744525908849 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=0.0060173243897126936 0.06181622993118692 -0.088086357501291512 0.078094203233991383 -0.056177690755225676 0.057159538308765745 -0.05086496668776657 leaf_weight=45.99193310161354 1.6747313579544414 1.1863421071320761 1.7212668820284296 4.4931494421325615 5.4193294250871977 9.6635362853412499 leaf_count=515 15 23 34 116 165 428 internal_value=-0.000341973 -0.0018622 -0.000342024 -0.0024011 0.00155513 -0.00385923 internal_weight=70.1503 68.4756 67.2892 65.5679 61.0748 55.6555 internal_count=1296 1281 1258 1224 1108 943 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=7 num_cat=0 split_feature=9 9 8 8 6 7 split_gain=0.629057 1.19278 1.31851 1.44776 1.99477 1.41377 threshold=7.8464943593056891 7.5630913137471625 6.1516991880802205 6.0124073458263707 107.76226294675422 41.241066549886092 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=-0.0027179846867675874 -0.034552707596356244 0.04806916443617406 -0.078420980868948137 0.086437517377105838 -0.065704537419278397 0.039553892527275279 leaf_weight=55.502548671283876 4.9463850146275936 5.2907105976482844 2.140766702592372 1.9397366289049376 4.4780602082610121 9.227129793725906 leaf_count=647 326 152 29 8 73 61 internal_value=3.68629e-05 0.00221421 -0.00109608 0.00123056 -0.0011576 0.00330782 internal_weight=83.5253 78.579 73.2882 71.1475 69.2077 64.7297 internal_count=1296 970 818 789 781 708 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=7 num_cat=0 split_feature=1 4 4 3 10 8 split_gain=0.672703 6.03862e-08 3.07343e-08 1.34726e-08 9.96554e-09 1.22217e-08 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 1.5000000000000002 25.000000000000004 7.3232742775501398 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075077174169441943 -0.075214546087334203 -0.075080114422008515 -0.075069513152670408 -0.075118473061039359 -0.075045388716247996 -0.075116202224477957 leaf_weight=0.42298791464418173 0.036917386634740645 0.13955745214479987 0.36958760886773234 0.26625335932476446 0.1337388469655707 0.06609221879625693 leaf_count=101 21 199 524 135 269 47 internal_value=-0.0308294 -0.075089 -0.0750843 -0.0751053 -0.0750693 -0.0750766 internal_weight=1.43513 1.01215 0.975229 0.405811 0.569419 0.43568 internal_count=1296 1195 1174 334 840 571 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 7 split_gain=0.497685 0.896335 0.62286 1.4129 1.41787 2.01329 threshold=0.21159832495000003 0.32197624670000008 0.62463113700000006 0.30279485870000006 0.55970141550000008 83.814145346247159 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=0.040491956148211911 -0.066304153722102188 -8.1395838340970363e-05 -0.041009679909094605 0.07005195123632553 -0.072038707975220703 0.10548784056632779 leaf_weight=3.0369509360753 2.0325364661403 63.273230966064148 3.367816654033958 3.0095771877095094 2.6242231006035572 1.8595652580261219 leaf_count=39 24 1112 49 44 15 13 internal_value=0.000793974 -0.000788875 0.00100735 0.00300696 2.90111e-05 0.00293264 internal_weight=79.2039 76.1669 74.1344 70.7666 67.757 65.1328 internal_count=1296 1257 1233 1184 1140 1125 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=7 num_cat=0 split_feature=19 19 19 20 21 19 split_gain=0.896445 0.957459 2.01091 1.34031 2.80887 2.67491 threshold=0.077066230500000013 0.13005968095000003 0.21775669215000001 0.78337325670000013 0.89547868850000012 0.30279485870000006 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=-0.093187623822423335 0.067430278634217508 -0.13067602787640994 0.13791595449354971 0.059585895621622656 -0.14400416434304744 -0.0023051222479694654 leaf_weight=1.0251163385983089 2.1043624908197671 1.1761555655102709 1.3928637104691004 3.714445312973111 1.3671945457463142 58.458050868008286 leaf_count=12 9 15 8 24 11 1217 internal_value=-0.000368781 0.00102611 -0.00108765 0.00125965 -0.00227933 0.000958134 internal_weight=69.2382 68.2131 66.1087 64.9326 61.2181 59.8509 internal_count=1296 1284 1275 1260 1236 1225 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=7 num_cat=0 split_feature=19 19 0 6 6 4 split_gain=0.6354 1.07824 0.642674 1.81154 1.62883 1.2028 threshold=0.050780911150000003 0.15358416655000004 18.636041000000002 88.087016270888299 98.812382309715773 23996.500000000004 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=0.067476413670468291 -0.089148395933978081 0.0012368692234816683 -0.084413857177183971 0.095585779754754421 -0.023186630714941942 0.073366696101813622 leaf_weight=1.375660362828057 1.3661466208286581 68.147781555220718 3.2514671795070145 1.5758349597454078 4.3197832512669265 2.3930499106645575 leaf_count=9 18 1091 37 4 97 40 internal_value=8.36132e-05 -0.00106019 0.000449972 -0.024489 0.00855995 0.00368382 internal_weight=82.4297 81.0541 79.6879 9.14709 5.89562 70.5408 internal_count=1296 1287 1269 138 101 1131 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=7 num_cat=0 split_feature=2 4 14 10 8 5 split_gain=0.625523 4.82107e-08 2.59363e-08 1.15646e-08 7.573e-09 1.51767e-08 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 25.000000000000004 7.3232742775501398 6784.0000000000009 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=0.075071926833730429 -0.075198905544478237 -0.07507143365094425 -0.075111621911997842 -0.07504144773077101 -0.075156506596995132 -0.075055594008187704 leaf_weight=0.39452199335210014 0.034244237991515658 0.53543629249907099 0.18300939464825206 0.12235422961384756 0.03162519505713135 0.028186164898215793 leaf_count=101 21 772 87 269 14 32 internal_value=-0.0305208 -0.0750824 -0.075078 -0.0750694 -0.0750752 -0.075109 internal_weight=1.32938 0.934856 0.900611 0.717602 0.595248 0.0598114 internal_count=1296 1195 1174 1087 818 46 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=7 num_cat=0 split_feature=13 10 0 0 0 0 split_gain=0.471744 0.759652 0.512141 2.30855 2.16242 1.74559 threshold=49199.500000000007 19.500000000000004 0.0048770000000000003 5.1500000000000012e-05 0.030054500000000001 0.04728050000000001 decision_type=10 10 8 10 8 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.021127512729528345 0.04384084411071331 -0.095227533479384605 0.074480584218015622 -0.075034818863296868 -0.054393742138760387 0.0055501294564290664 leaf_weight=6.005852693342602 0.58211492095142503 1.2076874142512677 4.2129367040470234 4.2724226415157318 5.3083420684561125 57.254663772182539 leaf_count=168 38 38 119 25 52 856 internal_value=0.000756377 -0.049997 0.00193527 -0.0188448 0.00513377 0.000464016 internal_weight=78.844 1.7898 77.0542 10.2783 66.7759 62.563 internal_count=1296 76 1220 193 1027 908 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=7 num_cat=0 split_feature=19 19 20 20 21 21 split_gain=0.664309 2.43037 1.42133 1.56848 1.0491 2.24856 threshold=0.42674026145000005 0.48125046350000006 0.30108552495000002 0.33308090295000004 0.66330308690000017 0.29995951735000004 decision_type=8 8 8 8 10 8 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=0.0095541044382563972 0.095365100337631167 -0.069491498321326658 0.10224724873698927 -0.00022203810277717287 0.012902566642319433 -0.12232978311914587 leaf_weight=2.6340697049163282 2.7466461467556655 2.8723830147064291 1.5377061166800556 52.312671228224644 4.0254544426570646 2.5387676817335869 leaf_count=26 12 26 7 1182 18 25 internal_value=-0.000371692 0.00349657 -0.000951917 0.00270399 -0.025381 -0.055173 internal_weight=68.6677 59.4694 56.7228 53.8504 9.19829 5.17284 internal_count=1296 1227 1215 1189 69 51 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=7 num_cat=0 split_feature=9 8 8 8 8 2 split_gain=0.603734 1.07143 1.94588 1.2248 1.06667 1.89159 threshold=7.8464943593056891 6.7434384985530169 6.1516991880802205 6.0124073458263707 5.6744042622234678 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=-0.0035378802395666029 -0.03446942372498351 0.058217197565037682 -0.10021556706290398 0.083504139106092612 -0.047907403530074326 0.044772917439424013 leaf_weight=56.136760638037231 4.7630823927756856 3.2713970914483061 1.8977552906144399 1.81380114564672 4.3121066209860137 9.4722881484776718 leaf_count=523 326 16 124 12 142 153 internal_value=7.91157e-05 0.00221889 -0.000269034 0.00237506 0.000270519 0.00343698 internal_weight=81.6672 76.9041 73.6327 71.735 69.9212 65.609 internal_count=1296 970 954 830 818 676 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=7 num_cat=0 split_feature=1 4 14 3 9 4 split_gain=0.583448 4.22795e-08 2.1574e-08 8.65019e-09 1.01734e-08 3.87436e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 4.5000000000000009 7.7505088972553491 343.00000000000006 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=0.075067338748549289 -0.075189403945394265 -0.075080943684144669 -0.075104256647575002 -0.075054299243484626 -0.075159151890873452 -0.07505490428594945 leaf_weight=0.36982921196613461 0.032085351995192468 0.18808961362810805 0.16936490900116041 0.37611931386345532 0.014451091643422842 0.082072610326576978 leaf_count=101 21 256 87 681 7 143 internal_value=-0.030006 -0.0750768 -0.0750724 -0.0750643 -0.0750774 -0.075073 internal_weight=1.23201 0.862183 0.830098 0.660733 0.284613 0.270162 internal_count=1296 1195 1174 1087 406 399 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=7 num_cat=0 split_feature=15 14 16 16 10 8 split_gain=0.478684 0.952682 0.988136 0.608269 1.78355 0.776566 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 1.0000000180025095e-35 30.500000000000004 7.5455085648100599 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=0.0016117962422405646 -0.081365071436341696 0.10591851728270885 0.07715230395095822 0.073324345654075848 -0.062782307520448624 -0.068928031879206736 leaf_weight=68.266312272055075 2.4757279269397259 0.41347139701247204 0.46750314254313696 3.5601875479333094 1.3196538297925142 1.5971787311136711 leaf_count=861 93 10 79 187 51 15 internal_value=0.00072425 -0.0362184 -0.0561862 0.00238334 0.0365171 -8.44517e-07 internal_weight=78.1 3.3567 2.94323 74.7433 4.87984 69.8635 internal_count=1296 182 172 1114 238 876 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.621677 0.814223 0.995189 1.21962 1.61188 2.10091 threshold=60.179807500000003 65648.500000000015 65.500000000000014 14.500000000000002 6106.0000000000009 5.2765744525908849 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=0.0051092431095226881 0.062024216767278532 -0.086946848078432573 0.077847598632891701 -0.053924384254625993 0.054024806124760474 -0.04762295590891806 leaf_weight=45.111491136674886 1.5637616626918305 1.1035141861066211 1.588869719300418 4.2659582359483457 5.3069989039795464 9.0753131143283081 leaf_count=515 15 23 34 116 165 428 internal_value=-0.000298512 -0.0017651 -0.000326672 -0.00227475 0.00142875 -0.00372245 internal_weight=68.0159 66.4521 65.3486 63.7598 59.4938 54.1868 internal_count=1296 1281 1258 1224 1108 943 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 19 split_gain=0.872904 0.842384 1.4421 0.92929 2.05915 1.54735 threshold=0.15208844065000002 0.71573109515000011 0.61277817545000013 0.53332788120000008 0.23597926915000003 0.40312505175000007 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=-0.085511655687490556 -0.12816193035710588 0.035329076252252956 -0.08688787432681537 0.064988551833849328 0.003158827675069822 -0.09739885268549614 leaf_weight=1.1761113995016783 1.2607918267895 6.6554057550965799 1.9405183320923232 2.1656189903733312 65.906676788057666 1.5666097243665706 leaf_count=30 7 41 20 11 1165 22 internal_value=8.76842e-06 0.00127401 -0.00183759 0.000490225 -0.00154194 0.000824057 internal_weight=80.6717 79.4956 72.8402 70.8997 68.7341 67.4733 internal_count=1296 1266 1225 1205 1194 1187 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=7 num_cat=0 split_feature=1 0 0 10 3 8 split_gain=0.540959 2.83407e-08 1.3888e-08 6.99686e-09 4.5747e-09 1.13551e-08 threshold=1.0000000180025095e-35 0.00039100000000000002 1.0000000180025095e-35 25.000000000000004 23.500000000000004 7.3232742775501398 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=0.075062777058268887 -0.075091552910490286 -0.075062961779737869 -0.075164891442642656 -0.075035818700686874 -0.075033874601838191 -0.07512451227326479 leaf_weight=0.34391903842333704 0.18740964442258701 0.39604282658183365 0.029947171802632511 0.10410337431312655 0.044329327705781907 0.032426786696305498 leaf_count=101 135 683 15 269 71 22 internal_value=-0.0297056 -0.0750709 -0.0751017 -0.0750593 -0.0750645 -0.0750676 internal_weight=1.13818 0.794259 0.217357 0.576902 0.472799 0.42847 internal_count=1296 1195 150 1045 776 705 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=7 num_cat=0 split_feature=15 14 16 9 6 7 split_gain=0.463693 0.87392 0.897916 0.603036 1.40155 3.35577 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.1041741653575761 119.88135117523494 41.241066549886092 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=0.003152084287098374 -0.080964448143078613 0.10280230420772518 0.076914076975798579 0.018279417093414883 0.088856020581444595 -0.077170560643457217 leaf_weight=48.561943654669449 2.3346485022921115 0.39286879682913411 0.42596496385522176 18.095715906005353 1.6228962317109097 5.8252774104475966 leaf_count=627 93 10 79 446 19 22 internal_value=0.000810797 -0.0367445 -0.0566037 0.00240892 -0.00271852 -0.00545107 internal_weight=77.2593 3.15348 2.76061 74.1058 56.0101 54.3872 internal_count=1296 182 172 1114 668 649 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=7 num_cat=0 split_feature=19 19 21 21 19 20 split_gain=0.626695 1.99811 1.70201 2.96736 2.25139 1.01591 threshold=0.42674026145000005 0.50685849530000004 0.80861896420000012 0.53472303185000014 0.6351616643500001 0.30108552495000002 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=-0.024749135914268344 0.080437848820913649 -0.12176026236760498 -0.11236552658403245 0.093613267600337696 -0.099680438147191575 0.0016493851524611337 leaf_weight=9.1239177635725337 3.1854486916563474 1.5804341732291503 1.3396358460886393 3.2990481891320078 1.0105512153531888 47.307819211215246 leaf_count=69 18 12 14 30 9 1144 internal_value=-0.000395084 0.00345442 -0.00104207 0.0017613 -0.00431148 -0.00046987 internal_weight=66.8469 57.7229 54.5375 53.1979 49.8988 48.3184 internal_count=1296 1227 1209 1195 1165 1153 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 21 split_gain=0.633781 1.71225 0.865973 1.5199 1.3454 0.826353 threshold=0.89445340325000011 0.85532792400000013 0.76592940720000013 0.71573109515000011 0.61277817545000013 0.50455734515000006 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.036437979850267387 -0.062392292045339116 0.097024851142401489 -0.053856172222147163 0.072572876892989038 -0.0857990310439221 -0.0028668700113053417 leaf_weight=5.8463428131944966 1.5970726660452772 1.8228811784647394 2.9833995481967568 2.8597348947077981 1.8562964664597519 62.879131581721595 leaf_count=42 20 6 30 18 19 1161 internal_value=-3.03257e-05 0.00124251 -0.00104208 0.00110337 -0.00179233 0.000476717 internal_weight=79.8449 78.2478 76.4249 73.4415 70.5818 68.7255 internal_count=1296 1276 1270 1240 1222 1203 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=7 num_cat=0 split_feature=1 4 4 3 10 8 split_gain=0.503201 2.69289e-08 1.33906e-08 5.50188e-09 3.4942e-09 4.41494e-09 threshold=1.0000000180025095e-35 109.00000000000001 343.00000000000006 1.5000000000000002 25.000000000000004 7.3232742775501398 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075058685983531173 -0.075162584122689502 -0.075059302829766195 -0.075050219823106223 -0.075087890113670119 -0.07503340941057822 -0.075083543738943992 leaf_weight=0.32088844280224293 0.027542743890080601 0.10314808349357918 0.26643604405035148 0.19383954690420069 0.096280489215132548 0.04672978435701225 leaf_count=101 21 199 524 135 269 47 internal_value=-0.029398 -0.0750656 -0.0750618 -0.075078 -0.0750501 -0.0750552 internal_weight=1.05487 0.733977 0.706434 0.296988 0.409446 0.313166 internal_count=1296 1195 1174 334 840 571 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.473548 0.792556 0.505746 1.31707 2.09617 1.24918 threshold=0.21159832495000003 0.32197624670000008 0.39968511765000009 0.62463113700000006 0.30279485870000006 0.54790122320000012 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=0.039665466633076955 -0.064446613003231554 0.064938267005557687 -0.085973156220680691 -0.070283635892128049 0.090074008901468883 0.0012084921058090024 leaf_weight=3.0139246808830649 1.9044566286029292 1.2129635433666406 1.6871431284816933 2.5822346515487871 2.626267122803255 63.555688662803732 leaf_count=39 24 12 11 42 42 1126 internal_value=0.000814907 -0.000776701 0.000915307 -0.000186979 0.00248001 -0.00104598 internal_weight=76.5827 73.5688 71.6643 70.4513 67.8691 65.2428 internal_count=1296 1257 1233 1221 1179 1137 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=7 num_cat=0 split_feature=5 4 4 4 4 8 split_gain=0.610484 0.734514 1.5822 1.38425 1.6971 1.5031 threshold=59.000000000000007 126.00000000000001 168.50000000000003 192.00000000000003 274.00000000000006 4.4308176195396909 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=-0.076153944133596496 0.035229340109817216 -0.081819096043166367 0.12706198815840905 -0.10962365879300487 0.059895435442943873 -0.0028432252229279283 leaf_weight=1.0422346011036996 5.7149085178971282 2.4013855913653961 0.85855555348098178 1.3994041681289662 4.1311784703284493 50.487492880609352 leaf_count=221 34 81 17 15 38 890 internal_value=-0.000226298 0.000991287 -0.00230955 0.00104741 -0.000883936 0.00190212 internal_weight=66.0352 64.9929 59.278 56.8766 56.0181 54.6187 internal_count=1296 1075 1041 960 943 928 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 19 split_gain=0.812544 0.622851 1.17807 0.698832 1.8711 1.33176 threshold=0.15208844065000002 0.71573109515000011 0.61277817545000013 0.53332788120000008 0.23597926915000003 0.40312505175000007 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=-0.085122624337084896 -0.12548046614797598 0.030947658949697494 -0.084865278531343541 0.057915762347203484 0.0028888397516244921 -0.095095261466771941 leaf_weight=1.1110378819867035 1.1943846340582238 6.3772757834231006 1.6624153637094412 2.0444207210239247 65.108614081385895 1.4173138981132059 leaf_count=30 7 41 20 11 1165 22 internal_value=-0.000208493 0.00100407 -0.0016694 0.000313063 -0.00142592 0.000801319 internal_weight=78.9155 77.8044 71.4271 69.7647 67.7203 66.5259 internal_count=1296 1266 1225 1205 1194 1187 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=7 num_cat=0 split_feature=1 4 19 10 3 8 split_gain=0.464646 2.15707e-08 1.08618e-08 4.54624e-09 2.96223e-09 6.91491e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.76753877360000011 25.000000000000004 23.500000000000004 7.3232742775501398 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075054284022794779 -0.075150916444586435 -0.075086319197134696 -0.075054592300543052 -0.07503091142384806 -0.075028846838358809 -0.075106242839176218 leaf_weight=0.29603270080406219 0.025564013049006462 0.10760593201848678 0.39130748470779508 0.089217914843175095 0.037976583866111469 0.027758837648434564 leaf_count=101 21 63 749 269 71 22 internal_value=-0.029504 -0.0750608 -0.0750573 -0.0750516 -0.0750556 -0.075058 internal_weight=0.975463 0.679431 0.653867 0.546261 0.457043 0.419066 internal_count=1296 1195 1174 1111 842 771 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=7 num_cat=0 split_feature=13 10 8 9 6 8 split_gain=0.432287 0.626299 0.445046 0.722287 1.27151 1.28706 threshold=49199.500000000007 19.500000000000004 7.5455085648100599 6.1041741653575761 83.77714566791245 5.0718539697908787 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=0.0042288506623602345 0.041483451409918229 -0.094045181160546859 -0.044470059993539104 0.020972212193680586 0.0064115731341508331 -0.070616598368399855 leaf_weight=46.524646755424328 0.49953315802849729 1.0742076877504585 2.011260565603151 17.423693946446292 3.8344375118613225 4.9948551710695028 leaf_count=602 38 38 37 515 29 37 internal_value=0.000841795 -0.051026 0.00193322 0.00321561 -0.00237362 -0.0371643 internal_weight=76.3626 1.57374 74.7889 72.7776 55.3539 8.82929 internal_count=1296 76 1220 1183 668 66 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=7 num_cat=0 split_feature=7 7 0 14 0 5 split_gain=0.59659 1.17797 0.906619 1.12815 0.871516 1.8581 threshold=82.887291079911066 79.482860341514581 0.059867500000000004 2.5000000000000004 19.409948500000002 126.00000000000001 decision_type=10 10 10 10 10 8 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=-0.0075832343579697974 -0.072249008559813852 0.10379417079928235 -0.077579136146725999 0.075226618216857791 0.10513416531779847 0.00063124209515812721 leaf_weight=51.051601297425805 1.1322221606969822 1.8989203227683895 0.87534129898995128 1.0783857724163681 2.236276209354398 7.1138849956914791 leaf_count=1042 13 6 51 61 8 115 internal_value=-0.000290986 0.000976981 0.0545889 0.00676404 -0.00244259 0.0256252 internal_weight=65.3866 64.2544 3.85265 1.95373 60.4018 9.35016 internal_count=1296 1283 118 112 1165 123 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 21 split_gain=0.577562 1.39085 0.736795 1.25418 1.11484 0.719063 threshold=0.89445340325000011 0.85532792400000013 0.76592940720000013 0.71573109515000011 0.61277817545000013 0.50455734515000006 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.034523638245839226 -0.060796252776542895 0.090600881052610674 -0.050871469260209329 0.0673644425482295 -0.084080630895039657 -0.0028079542886870795 leaf_weight=5.6256641064246651 1.5424723973846983 1.694453767966478 2.8516064703653674 2.7359513333067289 1.6033156263001718 62.276110918159247 leaf_count=42 20 6 30 18 19 1161 internal_value=-0.000210329 0.0010067 -0.00101498 0.000953031 -0.00166114 0.000284969 internal_weight=78.3296 76.7871 75.0926 72.241 69.5051 67.9018 internal_count=1296 1276 1270 1240 1222 1203 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=7 num_cat=0 split_feature=1 4 19 10 3 8 split_gain=0.431646 1.71882e-08 9.04894e-09 3.56352e-09 2.34569e-09 5.80289e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.76753877360000011 25.000000000000004 23.500000000000004 7.3232742775501398 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.075050675839919798 -0.07513999457486098 -0.07508064555847993 -0.075050411119306049 -0.075028735577919226 -0.075026756153083407 -0.075099343803938082 leaf_weight=0.27543563686776906 0.02369405550416559 0.10007255463278852 0.36152804229641333 0.082606737447349587 0.035275105612527113 0.025976517761591822 leaf_count=101 21 63 749 269 71 22 internal_value=-0.0293508 -0.0750564 -0.0750532 -0.0750477 -0.0750514 -0.0750537 internal_weight=0.904589 0.629153 0.605459 0.505386 0.42278 0.387505 internal_count=1296 1195 1174 1111 842 771 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=7 num_cat=0 split_feature=15 14 16 3 3 9 split_gain=0.449754 0.791419 0.817563 0.513342 0.969484 0.885256 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 15.500000000000002 39.000000000000007 7.9539476544304302 decision_type=10 10 8 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0022040003009217522 -0.080758240396598902 0.099688876880290281 0.076716230501711724 0.072781182881068315 -0.01194943579291414 -0.05708699436485374 leaf_weight=64.967966676980723 2.1942183410283178 0.36781065585091699 0.38798118790145952 2.8004168088082215 2.6079994384199381 2.6197508331388226 leaf_count=941 93 10 79 63 62 48 internal_value=0.000731033 -0.0375491 -0.0570974 0.00227806 0.0319231 -9.41633e-05 internal_weight=75.9461 2.95001 2.5822 72.9961 5.40842 67.5877 internal_count=1296 182 172 1114 125 989 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=7 num_cat=0 split_feature=4 4 8 5 8 11 split_gain=0.563155 1.8936 1.512 2.26772 1.28167 1.22032 threshold=5872.0000000000009 7277.5000000000009 5.2765744525908849 10863.500000000002 5.0718539697908787 11.500000000000002 decision_type=10 8 10 10 10 8 left_child=2 -2 4 5 -1 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.00046341246618874046 0.09749609618723877 -0.0018009969600850358 -0.081130907215039849 0.066431591383226615 0.077410281346986201 0.015874179895812589 leaf_weight=41.643166703361203 2.4707132924813751 8.6240545259788632 6.4993260868941407 1.6620638170279551 2.2264675293117753 1.6201073756674311 leaf_count=504 51 266 367 19 19 70 internal_value=-0.000197052 0.0203116 -0.00443814 -0.0399903 0.00348883 -0.061775 internal_weight=64.7459 11.0948 53.6511 9.7815 43.8696 8.11943 internal_count=1296 317 979 456 523 437 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=7 num_cat=0 split_feature=5 2 4 4 3 4 split_gain=0.566122 0.885173 1.0509 1.22399 1.54972 0.951461 threshold=4550.0000000000009 17.500000000000004 2155.5000000000005 999.50000000000011 9.5000000000000018 695.50000000000011 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=0.0022606391550800305 -0.033851657686072227 0.066380940495307683 -0.05060188522083036 0.058181762756482625 -0.069204056796223462 -0.040394046605078157 leaf_weight=53.318708396036527 4.698941300099249 2.0722589640645301 3.8685797558282493 6.7331422866554922 1.1128615968627853 5.7981452830135813 leaf_count=518 244 64 226 154 37 53 internal_value=-0.000208891 0.00195952 7.47963e-05 0.00300249 0.0401136 -0.00192291 internal_weight=77.6026 72.9037 70.8314 66.9629 7.846 59.1169 internal_count=1296 1052 988 762 191 571 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=7 num_cat=0 split_feature=1 4 21 10 3 8 split_gain=0.399966 1.38757e-08 5.96942e-09 2.6898e-09 1.83987e-09 4.57616e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.10786947995000001 25.000000000000004 23.500000000000004 7.3232742775501398 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=0.075047099631872088 -0.075121986858167705 -0.075046228015475655 -0.075069685680588027 -0.07502655744540157 -0.075024483272004006 -0.075091782276882235 leaf_weight=0.25600553455296904 0.027709473622962832 0.31680650416819844 0.10272212218842469 0.07571640721107542 0.032463195151649415 0.023701537604210898 leaf_count=101 27 734 72 269 71 22 internal_value=-0.0290395 -0.0750521 -0.0750808 -0.0750437 -0.0750472 -0.0750494 internal_weight=0.835125 0.579119 0.130432 0.448688 0.372971 0.340508 internal_count=1296 1195 99 1096 827 756 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=7 num_cat=0 split_feature=20 20 19 19 20 19 split_gain=0.398938 0.533937 0.416521 0.710249 1.39994 0.53042 threshold=0.19822834450000001 0.33308090295000004 0.76753877360000011 0.62463113700000006 0.61191958210000008 0.21775669215000001 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=0.043930686736975276 -0.040478243082804413 0.094334538223702732 0.057279777380516685 -0.054700447532262365 0.0018043569618313958 -0.04500024863263094 leaf_weight=2.0918521020794287 3.1734019137220457 1.611677650362253 1.3117767476942379 2.2626397275598711 62.109019043855369 2.5194861946511073 leaf_count=33 27 36 23 24 1129 24 internal_value=0.000872935 -0.000361109 0.0014624 0.000393543 0.00227545 -2.028e-05 internal_weight=75.0799 72.988 69.8146 68.5028 66.2402 64.6285 internal_count=1296 1263 1236 1213 1189 1153 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=7 num_cat=0 split_feature=7 7 0 4 0 5 split_gain=0.557984 0.97261 0.849033 1.75307 2.60514 2.40786 threshold=82.887291079911066 79.482860341514581 5.0057140000000011 6106.0000000000009 0.0012470000000000001 97.000000000000014 decision_type=10 10 8 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.058691056900288988 -0.071813521253102475 0.052777112776524374 0.0057774106409127753 0.033874347698215949 -0.070931364814093373 -0.11700844951556649 leaf_weight=3.6961103138601201 1.0735150575637806 3.4162454314064226 41.267189255449921 4.4695667763007796 8.6735409882967343 0.98862263560295094 leaf_count=180 13 118 338 188 457 2 internal_value=-0.000329432 0.000898175 -0.00210091 -0.0203373 -0.0384761 0.0216131 internal_weight=63.5848 62.5113 59.095 17.8278 13.3583 4.68473 internal_count=1296 1283 1165 827 639 182 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=7 num_cat=0 split_feature=9 9 9 6 6 0 split_gain=0.530817 0.925698 1.06825 1.26665 0.929264 1.6866 threshold=7.8464943593056891 7.5630913137471625 6.3944237114723839 127.59790896383122 81.725922209882626 19.409948500000002 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.00081516143262459588 -0.034374864858504897 0.04593738231120955 -0.070989386119317419 0.029647324826336127 0.026914865038852161 -0.083980877122840289 leaf_weight=46.70341114862822 4.3060611582768606 4.4522681467933571 4.2463155295699826 1.7728306353092191 12.683397163636981 2.4696782007813445 leaf_count=504 326 152 117 8 157 32 internal_value=-0.000265435 0.00176528 -0.00113217 -0.0413487 0.00278123 -0.00344365 internal_weight=76.634 72.3279 67.8756 6.01915 61.8565 49.1731 internal_count=1296 970 818 125 693 536 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=7 num_cat=0 split_feature=1 4 20 10 3 8 split_gain=0.376552 1.08509e-08 5.02193e-09 2.02083e-09 1.46717e-09 3.75703e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 25.000000000000004 23.500000000000004 7.3232742775501398 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075044713797942683 -0.075063334330588524 -0.075042767395076412 -0.075111411305413128 -0.07502518040801226 -0.07502253842064005 -0.07508569032411827 leaf_weight=0.2429876207606867 0.092197179721551947 0.29259509675648587 0.028425431170035154 0.070625103198835859 0.029787723949993961 0.021919981212704442 leaf_count=101 72 734 27 269 71 22 internal_value=-0.0282031 -0.0750483 -0.0750747 -0.0750406 -0.0750437 -0.0750458 internal_weight=0.778538 0.535551 0.120623 0.414928 0.344303 0.314515 internal_count=1296 1195 99 1096 827 756 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 0 split_gain=0.423477 0.902936 0.786149 0.660603 1.38121 0.579567 threshold=0.85959532825000007 0.78337325670000013 0.89547868850000012 0.77725324235000015 0.28174106175000008 4.7126015000000008 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.10295277752831385 0.053605223163690263 -0.085184795364025276 0.080158027257096628 -0.062368566442658861 0.0065748287731385224 -0.012486104537401127 leaf_weight=1.3098614012706091 1.4852016425575119 1.2329199493397016 1.2369065351085726 1.6719863576581691 41.647296573559288 25.855262234108523 leaf_count=29 20 12 12 15 866 342 internal_value=0.000742931 -0.000333239 0.00112539 -0.000261521 0.00124754 -0.000726012 internal_weight=74.4394 72.9542 71.7213 70.4844 68.8124 67.5026 internal_count=1296 1276 1264 1252 1237 1208 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 2 split_gain=0.563156 0.918676 1.81626 1.22679 1.94302 1.42335 threshold=59.000000000000007 0.0048770000000000003 108.50000000000001 126.00000000000001 3.5000000000000004 6.5000000000000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.07613799005694373 0.039607395048388283 -0.08287722336010718 0.067609007298196494 -0.08069278026893241 0.04847999871156411 -0.0040329523970079597 leaf_weight=0.96701755243702692 5.5434914976358405 2.7134119141846886 2.6282083205878726 2.9877674006856969 5.8861069674603632 41.930280286615016 leaf_count=221 24 98 14 105 57 777 internal_value=-0.000416377 0.000770606 -0.0030639 0.000989193 -0.00245719 0.00243129 internal_weight=62.6563 61.6893 56.1458 53.4324 50.8042 47.8164 internal_count=1296 1075 1051 953 939 834 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=7 num_cat=0 split_feature=19 19 20 19 19 21 split_gain=0.497625 1.24033 0.652508 1.08165 1.03837 0.599117 threshold=0.89445340325000011 0.85532792400000013 0.76592940720000013 0.71573109515000011 0.61277817545000013 0.50455734515000006 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.031724497212353757 -0.056421901861898938 0.087106581029755131 -0.048161910159292026 0.063237632256440843 -0.083446169558694536 -0.0024875701156678834 leaf_weight=5.5947494624706451 1.5367325630795665 1.6386134303174902 2.8050093421625197 2.687419466499704 1.5100753175574926 60.146329691735446 leaf_count=42 20 6 30 18 19 1161 internal_value=-9.55957e-05 0.0010681 -0.00086999 0.00102674 -0.00145927 0.000423972 internal_weight=75.9189 74.3822 72.7436 69.9386 67.2512 65.7411 internal_count=1296 1276 1270 1240 1222 1203 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=7 num_cat=0 split_feature=1 4 20 10 8 4 split_gain=0.350112 8.72732e-09 3.98172e-09 1.58531e-09 1.10439e-09 1.02948e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 25.000000000000004 7.3232742775501398 343.00000000000006 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075041905140035392 -0.075058849797340024 -0.075046250898898048 -0.075103328737563202 -0.075023427417350533 -0.075058140214167235 -0.075033870124545987 leaf_weight=0.22647854272508994 0.085340730191092007 0.10767396236769855 0.02633745051571168 0.065643993384583155 0.031915600193315186 0.17850458785687806 leaf_count=101 72 256 27 269 47 524 internal_value=-0.0279584 -0.0750447 -0.0750693 -0.0750376 -0.0750405 -0.0750385 internal_weight=0.721895 0.495416 0.111678 0.383738 0.318094 0.286179 internal_count=1296 1195 99 1096 827 780 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 19 split_gain=0.434171 0.686041 0.5046 0.944733 1.12849 1.0085 threshold=0.21159832495000003 0.32197624670000008 0.84303359555000013 0.69410890325000019 0.54790122320000012 0.61277817545000013 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=0.037653897010353432 -0.062595682906784009 0.00075325878054032609 0.066725161170526043 -0.085174982158387702 0.08034764676301083 -0.085416149701675895 leaf_weight=3.0188967742724344 1.7670669477665795 63.522596984286793 1.1318536442704488 1.2955272073158983 1.7473996322369192 1.387890716549008 leaf_count=39 24 1152 17 14 22 28 internal_value=0.000513586 -0.0010689 0.000504836 -0.000598151 0.00104564 -0.00108918 internal_weight=73.8712 70.8523 69.0853 67.9534 66.6579 64.9105 internal_count=1296 1257 1233 1216 1202 1180 is_linear=0 shrinkage=0.1 Tree=294 num_leaves=7 num_cat=0 split_feature=10 10 10 5 2 3 split_gain=0.5297 0.925653 0.73127 0.53976 1.39728 1.7097 threshold=35.000000000000007 30.500000000000004 16.500000000000004 4118.5000000000009 8.5000000000000018 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0037204445843912978 -0.075595874142090236 0.068056921741785487 -0.080809362061310175 0.025410526043836319 -0.057806266372211014 0.072484279113294914 leaf_weight=42.846243630185199 0.92166606010869045 1.9789549675770093 1.1393881794065226 7.3473244020715347 4.3455937600228927 3.1613433826714745 leaf_count=612 144 55 97 119 239 30 internal_value=-0.00035355 0.000786694 -0.0014758 9.07695e-05 -0.00360378 0.00151585 internal_weight=61.7405 60.8188 58.8399 57.7005 50.3532 46.0076 internal_count=1296 1152 1097 1000 881 642 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 21 split_gain=0.874672 1.49936 1.41743 0.865466 0.518514 2.84565 threshold=0.85959532825000007 0.81564758060000009 0.76592940720000013 0.69410890325000019 0.52044241275000014 0.79236473745000013 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=0.0023910271025647089 -0.087315198883200829 0.11473854980597842 -0.11251576793518592 0.077676838386221095 -0.10509564059566703 0.032702741474216625 leaf_weight=64.374693012563512 1.1286732869339164 1.1488065510056902 1.1104826910304826 1.4548227090126591 2.6844053200984481 3.3926371374182054 leaf_count=1185 20 6 9 12 40 24 internal_value=5.4083e-05 0.00138369 -0.000399768 0.00133169 -0.000244836 -0.0281668 internal_weight=75.2945 74.1658 73.017 71.9066 70.4517 6.07704 internal_count=1296 1276 1270 1261 1249 64 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=7 num_cat=0 split_feature=1 4 20 10 8 5 split_gain=0.323601 7.00169e-09 3.16015e-09 1.24265e-09 9.80891e-10 2.05103e-09 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 25.000000000000004 7.3232742775501398 6784.0000000000009 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075038890723514801 -0.075054684131391658 -0.075035576658522174 -0.075095806848841304 -0.075021699345416928 -0.075079742394400628 -0.075026890375898894 leaf_weight=0.20959819812560454 0.07914136971521657 0.26380765430621977 0.024463673733407632 0.059861808960704366 0.015567508700769395 0.013897446224291343 leaf_count=101 72 780 27 269 14 33 internal_value=-0.0278334 -0.0750415 -0.0750644 -0.0750348 -0.0750375 -0.0750548 internal_weight=0.666338 0.456739 0.103605 0.353134 0.293273 0.029465 internal_count=1296 1195 99 1096 827 47 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=7 num_cat=0 split_feature=6 6 6 0 4 3 split_gain=0.400747 0.514234 0.86893 0.879055 2.5791 3.15083 threshold=128.71147821476768 126.74210505690918 125.38956572919442 4.7126015000000008 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=0.0016912757678648174 0.049824026396192822 -0.043289532952304241 0.062994976738143069 -0.022983814700002332 0.039708959878188912 -0.087179664123940986 leaf_weight=33.002577545063104 1.6149227172136296 2.7087475643493226 2.1979601674247524 14.207415095530449 15.255847150459884 4.5379350781440726 leaf_count=401 15 44 59 212 543 22 internal_value=0.000559208 -0.000547152 0.0011259 -0.00090362 0.00503812 -0.00905153 internal_weight=73.5254 71.9105 69.2017 67.0038 52.7964 37.5405 internal_count=1296 1281 1237 1178 966 423 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=7 num_cat=0 split_feature=5 0 5 4 4 4 split_gain=0.515006 0.820135 1.65533 1.06605 1.04903 1.7168 threshold=59.000000000000007 0.0048770000000000003 108.50000000000001 126.00000000000001 168.50000000000003 192.00000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076054708958560729 0.037649242643920194 -0.082223591171095914 0.093363066695494379 -0.083783403392324235 0.15669563731431974 -0.0010984206938139077 leaf_weight=0.88661804432194813 5.4661079980432978 2.5145522328093639 1.2164480984210957 1.4987729787826527 0.69942937046289344 48.601893500454025 leaf_count=221 24 98 3 28 2 920 internal_value=-0.000397165 0.000720876 -0.00298076 0.000849946 -0.00136535 0.00114018 internal_weight=60.8838 59.9972 54.5311 52.0165 50.8001 49.3013 internal_count=1296 1075 1051 953 950 922 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=7 num_cat=0 split_feature=9 8 9 8 5 2 split_gain=0.477326 0.82372 0.811491 0.729917 2.44864 1.54655 threshold=7.8464943593056891 6.7434384985530169 7.9887517061549245 5.6744042622234678 133.50000000000003 6.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=-0.0031250843566735294 -0.06424695053050633 0.053711712630336299 0.029791773016308948 0.083926374126121681 -0.061125499424650044 0.043339891715414976 leaf_weight=52.27143928811347 2.7614077071484635 2.9468084890395394 1.3743382607353849 1.4716007709503163 5.5641051784623414 8.3008166439831239 leaf_count=523 262 16 64 7 271 153 internal_value=2.15734e-05 0.00195705 -0.0329972 -0.000298763 -0.0307862 0.00324247 internal_weight=74.6905 70.5548 4.13575 67.608 7.03571 60.5723 internal_count=1296 970 326 954 278 676 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=7 num_cat=0 split_feature=2 4 20 3 9 3 split_gain=0.297106 5.7211e-09 2.55375e-09 9.55858e-10 1.4109e-09 4.89419e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.7505088972553491 23.500000000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=0.075035732405502889 -0.075050780925668192 -0.075035983940754891 -0.075089127528480251 -0.075029803393441452 -0.075081763875758822 -0.075016553832125785 leaf_weight=0.19230114121455699 0.073525055588106625 0.13267015220117173 0.022737732739187777 0.14982320290255302 0.0070918714627623549 0.034252816658408847 leaf_count=101 72 399 27 580 7 110 internal_value=-0.0279134 -0.0750384 -0.0750598 -0.0750321 -0.0750383 -0.0750273 internal_weight=0.612402 0.420101 0.0962628 0.323838 0.139762 0.184076 internal_count=1296 1195 99 1096 406 690 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=7 num_cat=0 split_feature=15 16 7 6 7 0 split_gain=0.419285 0.588509 0.488211 1.68242 1.51313 1.10885 threshold=4.5000000000000009 2.0000000000000004 73.492879307441498 102.89534848639566 72.192781170150241 0.16600400000000001 decision_type=10 10 10 8 10 10 left_child=2 -2 4 -4 -1 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.00087416695924915136 -0.058108297996113695 0.076464236051144233 -0.072959144804937523 -0.0099347439341515732 -0.085437259509998698 0.051329836896924178 leaf_weight=52.647207281261217 2.2557462914846833 0.37966267066076387 1.7911459468305082 4.4916221974417576 2.1126401312649241 8.6314947208156791 leaf_count=709 96 86 15 106 16 268 internal_value=0.000431851 -0.0387215 0.00191282 0.0179526 -0.00245574 0.0303609 internal_weight=72.3095 2.63541 69.6741 14.9143 54.7598 13.1231 internal_count=1296 182 1114 389 725 374 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 19 split_gain=0.733086 0.798758 1.5371 1.05761 1.98385 0.828597 threshold=0.077066230500000013 0.13005968095000003 0.21775669215000001 0.89547868850000012 0.30279485870000006 0.42674026145000005 decision_type=8 8 8 10 8 8 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.090583914620477532 0.064077473498855286 -0.11721335679581801 0.12099567757194403 -0.075388141768439609 -0.055875517742121711 0.0033486215751534509 leaf_weight=0.88595807465026155 1.9451941979932597 1.1174971057189393 1.4044131637783719 1.7456354230380373 2.4782579211168922 50.514181658101734 leaf_count=12 9 15 8 13 20 1219 internal_value=-0.000292711 0.00105842 -0.00108241 0.00122913 0.00368784 0.00057893 internal_weight=60.0911 59.2052 57.26 56.1425 54.3969 52.9924 internal_count=1296 1284 1275 1260 1247 1239 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=7 num_cat=0 split_feature=19 19 0 7 7 4 split_gain=0.472519 0.908576 0.474054 1.30852 1.10945 1.24477 threshold=0.050780911150000003 0.15358416655000004 18.636041000000002 81.226848822243241 76.312694652446012 274.00000000000006 decision_type=8 8 10 10 10 10 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.062144113655529076 -0.088337732778435638 0.0074720809751726291 -0.046549345539488633 0.04851216388107206 0.10493334135215665 -0.053630101284052357 leaf_weight=1.2053339515550758 1.1714959167147752 57.748349971887365 5.8208591814618549 1.9275022372603414 0.54707551002502341 5.2100840542116202 leaf_count=9 18 840 129 9 1 290 internal_value=4.69466e-05 -0.000986501 0.000449654 -0.0229016 0.00329876 -0.0385626 internal_weight=73.6307 72.4254 71.2539 7.74836 63.5055 5.75716 internal_count=1296 1287 1269 138 1131 291 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=7 num_cat=0 split_feature=1 4 20 3 8 4 split_gain=0.275779 4.60221e-09 2.08462e-09 7.34581e-10 1.08632e-09 6.86492e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 23.500000000000004 7.3232742775501398 343.00000000000006 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075033287282102651 -0.075047053788394436 -0.075036766653418976 -0.075083015940442685 -0.075015266757130952 -0.075052993796724365 -0.07502568334103582 leaf_weight=0.17875792412087321 0.06784158964001108 0.08550610180827789 0.021142265555681661 0.031549858576909173 0.021431645058328286 0.16132252869283548 leaf_count=101 72 256 27 110 30 700 internal_value=-0.0277695 -0.0750356 -0.0750556 -0.0750297 -0.0750314 -0.0750295 internal_weight=0.567552 0.388794 0.0889839 0.29981 0.26826 0.246829 internal_count=1296 1195 99 1096 986 956 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=7 num_cat=0 split_feature=10 13 2 8 4 6 split_gain=0.388143 0.655611 0.567173 1.23878 0.839881 1.75368 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 7.2372281076538538 999.50000000000011 84.887683033675486 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=0.0023648361737731577 0.064572282228377395 -0.072810015316741847 0.041032875849269367 -0.036409664969244429 0.030656008169261256 -0.071068940638223194 leaf_weight=51.085508130810922 0.44522648234851603 1.5803287881426511 8.5515761882998014 2.7233393355272719 2.6712117549031964 4.6358484136871994 leaf_count=592 104 95 354 45 58 48 internal_value=0.000539217 -0.0426127 0.00179384 0.0223274 -0.00217095 -0.0338818 internal_weight=71.693 2.02556 69.6675 11.2749 58.3926 7.30706 internal_count=1296 199 1097 399 698 106 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 6 split_gain=0.502229 0.721597 0.829873 1.04962 1.16326 1.74284 threshold=60.179807500000003 65648.500000000015 65.500000000000014 14.500000000000002 6106.0000000000009 84.887683033675486 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0031807416462400276 0.06077017242962645 -0.085578134134919298 0.077492173972032133 -0.054017426307989225 -0.077494364781024658 0.077285631824056705 leaf_weight=47.386652694432996 1.3179817423224438 1.0068182358518232 1.3433395042084146 3.6331123060081145 0.89389775693416496 3.9079261372680776 leaf_count=943 15 23 34 116 60 105 internal_value=-0.000272163 -0.00165518 -0.000177089 -0.00204619 0.0015718 0.0484721 internal_weight=59.4897 58.1717 57.1649 55.8216 52.1885 4.80182 internal_count=1296 1281 1258 1224 1108 165 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=7 num_cat=0 split_feature=0 6 6 4 4 0 split_gain=0.389955 1.38627 1.16575 1.02398 1.75497 0.962713 threshold=18.636041000000002 91.780055058083263 98.812382309715773 23996.500000000004 4534.0000000000009 10.015603000000002 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=0.001230279034635455 -0.082008075468630537 0.09078005367599426 -0.019727869654439539 0.071294680760528625 -0.079240420219146929 0.070468993670446817 leaf_weight=58.552476707493042 2.5263318866491309 1.289740666747093 3.6735163608100265 2.0874873325228682 2.6696048892335957 2.0794814154505721 leaf_count=804 37 4 97 40 295 19 internal_value=-9.20237e-05 -0.0217058 0.00898847 0.00238359 0.000111123 0.00360494 internal_weight=72.8786 7.48959 4.96326 65.3891 63.3016 60.632 internal_count=1296 138 101 1158 1118 823 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=7 num_cat=0 split_feature=1 4 20 3 9 3 split_gain=0.255119 3.72774e-09 1.64969e-09 6.02784e-10 7.99291e-10 3.15362e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.7505088972553491 23.500000000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=0.075030920745032065 -0.075043703359845226 -0.07503081846049714 -0.075076923695138784 -0.07502535702737094 -0.075068407760544534 -0.075013635711576945 leaf_weight=0.16605029441416264 0.063002493188832887 0.11317231416614959 0.019598456507083029 0.12679585626756307 0.0059545042458921662 0.028027776581438957 leaf_count=101 72 399 27 580 7 110 internal_value=-0.027352 -0.075033 -0.0750516 -0.0750273 -0.0750327 -0.0750232 internal_weight=0.522602 0.356551 0.0826009 0.27395 0.119127 0.154824 internal_count=1296 1195 99 1096 406 690 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=7 num_cat=0 split_feature=15 14 16 9 8 7 split_gain=0.399792 0.653002 0.592242 0.486514 1.10658 1.29378 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.1041741653575761 6.5739351896374965 75.56389115723573 decision_type=10 8 10 10 8 10 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0025974707902118718 -0.080033740540636722 0.094902344356724247 0.076296186008042652 0.042352561298710269 -0.028749182274372061 0.091355946010586539 leaf_weight=52.73767433341709 1.8326058879029004 0.31537969550117839 0.27926233294419933 8.3299014401854912 6.1380642233416447 1.0503643087577073 leaf_count=668 93 10 79 256 109 81 internal_value=0.000564029 -0.0393175 -0.0593615 0.00198225 0.017546 -0.0111996 internal_weight=70.6833 2.42725 2.11187 68.256 15.5183 7.18843 internal_count=1296 182 172 1114 446 190 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=7 num_cat=0 split_feature=7 7 0 0 8 8 split_gain=0.475897 0.798295 0.690009 1.32387 1.71641 1.77158 threshold=82.887291079911066 79.482860341514581 5.0057140000000011 0.0079695000000000026 5.8010039228770447 5.8102826467034836 decision_type=10 10 8 10 8 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=0.017006214718339168 -0.07026712413015325 0.050524652283199224 0.005217463706221029 -0.08206825516745947 0.1519546255246951 -0.02383287141835887 leaf_weight=6.0642987345418069 0.95691168867051501 3.061540365277323 38.738073871005327 5.1485623551998261 0.67385968845337707 3.8418764449015725 leaf_count=212 13 118 338 302 3 310 internal_value=-0.000325062 0.000838339 -0.0019545 -0.0196184 -0.0426001 0.00239898 internal_weight=58.4851 57.5282 54.4667 15.7286 9.6643 4.51574 internal_count=1296 1283 1165 827 615 313 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=7 num_cat=0 split_feature=19 19 21 19 20 20 split_gain=0.386451 1.03768 0.661371 0.67831 1.99655 1.91462 threshold=0.89445340325000011 0.85532792400000013 0.23597926915000003 0.40312505175000007 0.51847255990000007 0.60494139750000009 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=-0.046941789464190586 -0.050190354753378588 0.082178812656639066 0.031225242063522757 -0.091931764573032718 0.09460249463527734 -0.0020484203342158703 leaf_weight=2.9764924497249012 1.5074300239357388 1.5394915028009553 6.7729448418976972 2.379051019790495 2.1294811382576881 54.640102693294466 leaf_count=37 20 6 48 32 11 1142 internal_value=-9.12076e-05 0.000980961 -0.000833362 0.00124853 -0.00218402 0.00157705 internal_weight=71.945 70.4376 68.8981 65.9216 59.1486 56.7696 internal_count=1296 1276 1270 1233 1185 1153 is_linear=0 shrinkage=0.1 Tree=312 num_leaves=7 num_cat=0 split_feature=1 4 20 3 9 3 split_gain=0.235649 2.95505e-09 1.31912e-09 4.82563e-10 6.75319e-10 2.53971e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.7505088972553491 23.500000000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=0.075028545603606139 -0.075040504262864849 -0.075028573601952503 -0.075071370763058268 -0.075023563043803559 -0.075064308383328004 -0.075012640766082175 leaf_weight=0.15331939706811681 0.058102421593503095 0.10480636610736838 0.01817697670776397 0.11699243546081561 0.005569455068325623 0.026024840388345183 leaf_count=101 72 399 27 580 7 110 internal_value=-0.0273963 -0.0750306 -0.0750479 -0.0750254 -0.0750304 -0.0750216 internal_weight=0.482992 0.329672 0.0762794 0.253393 0.110376 0.143017 internal_count=1296 1195 99 1096 406 690 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=7 num_cat=0 split_feature=20 21 19 21 4 0 split_gain=0.572583 0.353306 0.616995 0.52513 0.399644 1.63053 threshold=0.14944741705 0.12986503130000002 0.62463113700000006 0.38110537085000001 126.00000000000001 5.1500000000000012e-05 decision_type=8 8 10 8 8 8 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.07297827553096152 0.048362179192270434 0.063312677539569193 0.0048441224371825447 -0.06876297122614132 0.0038203119866596622 -0.041248984035426303 leaf_weight=1.069332542887423 1.4335939049487931 1.8939376952475839 1.6040408631670287 2.4490561344427979 54.516988959047012 7.0162019282579431 leaf_count=21 20 66 13 41 1083 52 internal_value=0.000364467 -0.000762278 -0.00180591 -0.0396325 0.000611268 -0.0190234 internal_weight=69.9832 68.9138 67.4802 4.0531 63.4271 8.91014 internal_count=1296 1275 1255 54 1201 118 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=7 num_cat=0 split_feature=5 4 4 4 4 8 split_gain=0.469483 0.645833 1.25677 0.809593 1.41106 1.20756 threshold=59.000000000000007 126.00000000000001 168.50000000000003 192.00000000000003 274.00000000000006 4.4308176195396909 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=-0.076008825562898702 0.036140977804478787 -0.081463281274512425 0.094944950870094427 -0.1079440405605081 0.058628920646625962 -0.0027892717022158856 leaf_weight=0.80672945075275393 4.7437111996114245 1.9358190437778819 0.89431270398199458 1.2049407064914692 3.4488202314823857 44.587846473499667 leaf_count=221 34 81 17 15 38 890 internal_value=-0.00025853 0.000817057 -0.00240094 0.000651774 -0.00106075 0.00162028 internal_weight=57.6222 56.8155 52.0717 50.1359 49.2416 48.0367 internal_count=1296 1075 1041 960 943 928 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=7 num_cat=0 split_feature=20 9 9 9 0 4 split_gain=0.82501 0.442262 0.724672 0.930751 1.07915 0.667024 threshold=0.85959532825000007 7.8464943593056891 7.5630913137471625 6.3944237114723839 10.319922000000002 1027.0000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0042974229364696756 -0.087017341493834832 -0.032424333079489394 0.044938350374637052 -0.098756929621047956 0.046482187759241123 -0.017246410599970396 leaf_weight=57.429906488614506 1.0722647661023064 3.6711257592978646 3.9202245082706204 2.3330928133800617 1.1358189564198253 1.762286039534956 leaf_count=673 20 326 152 37 12 76 internal_value=3.67719e-05 0.00136548 0.00322857 0.000619104 -0.0397628 -0.0636821 internal_weight=71.3247 70.2525 66.5813 62.6611 5.2312 4.09538 internal_count=1296 1276 950 798 125 113 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=7 num_cat=0 split_feature=1 0 0 3 8 19 split_gain=0.220315 2.094e-09 9.64663e-10 3.57129e-10 5.90739e-10 2.33556e-10 threshold=1.0000000180025095e-35 0.00039100000000000002 1.0000000180025095e-35 23.500000000000004 7.3232742775501398 0.71573109515000011 decision_type=8 10 10 10 10 8 left_child=-1 2 5 4 -3 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075026940690663069 -0.075041735106786633 -0.075022943361359284 -0.075068071348266902 -0.07501175721258925 -0.075042545134219651 -0.075030179300979827 leaf_weight=0.14405086892656982 0.04645751990028657 0.17763308189114468 0.011877148266648874 0.024195710953790694 0.016831454107887112 0.028050111191987526 leaf_count=101 59 905 15 110 30 76 internal_value=-0.026897 -0.0750284 -0.0750416 -0.0750232 -0.0750246 -0.0750374 internal_weight=0.449096 0.305045 0.0863848 0.21866 0.194465 0.0745076 internal_count=1296 1195 150 1045 935 135 is_linear=0 shrinkage=0.1 Tree=317 num_leaves=7 num_cat=0 split_feature=20 6 0 4 3 6 split_gain=0.474144 0.341611 0.372543 2.06703 2.64493 2.52462 threshold=0.14944741705 128.71147821476768 4.7126015000000008 467.50000000000006 1.5000000000000002 84.887683033675486 decision_type=8 10 8 10 8 8 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.065220734667930588 0.0021916413679401721 0.045839834341019431 -0.010295297130370112 0.090321686962786335 -0.084940478820598048 0.0036220441355511862 leaf_weight=1.1086065216222776 18.877628708723936 1.5413864627480496 29.056526476982981 5.1706571844406399 4.2722844257950774 9.5838544907746837 leaf_count=21 309 15 369 157 22 403 internal_value=0.000345265 -0.000704647 -0.00177606 0.00475456 -0.0138885 0.0340056 internal_weight=69.6109 68.5023 66.961 37.9044 23.1499 14.7545 internal_count=1296 1275 1260 891 331 560 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 8 split_gain=0.436832 0.620584 0.734136 0.930949 0.976682 1.44618 threshold=60.179807500000003 65648.500000000015 65.500000000000014 14.500000000000002 6106.0000000000009 5.2765744525908849 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=0.0047087869301847655 0.058606279815882158 -0.08401162002696598 0.077239147942412129 -0.05254205180527708 0.046521692558699784 -0.044478418405657 leaf_weight=38.903845025532064 1.231994337402283 0.89888144936412473 1.1961788381449867 3.409056987904477 4.3896595562109715 7.062652007356518 leaf_count=515 15 23 34 116 165 428 internal_value=-0.000293773 -0.00159281 -0.000244868 -0.00196875 0.00145501 -0.00284872 internal_weight=57.0923 55.8603 54.9614 53.7652 50.3562 45.9665 internal_count=1296 1281 1258 1224 1108 943 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=7 num_cat=0 split_feature=10 5 6 7 0 7 split_gain=0.450201 0.791358 0.563906 0.53016 2.2255 1.6111 threshold=41.000000000000007 4845.0000000000009 84.083940775398517 76.32486681202586 31.825229500000003 69.792058971722028 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=-0.0018830444734374082 0.057657401872149606 0.036003180603837441 -0.073406372106820481 -0.055598847173865554 0.068038102573221557 0.04778252779789386 leaf_weight=51.497228575228291 1.3319279451970931 0.58798985369503443 2.3693019518686924 5.6341198111767872 1.9632027540355919 7.4802167573361649 leaf_count=663 124 7 194 181 9 118 internal_value=6.7979e-05 -0.00103518 -0.0516528 0.00121328 -0.0236502 0.00441613 internal_weight=70.864 69.5321 2.95729 66.5748 7.59732 58.9774 internal_count=1296 1172 201 971 190 781 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=7 num_cat=0 split_feature=1 0 0 3 8 2 split_gain=0.204808 1.6652e-09 7.72576e-10 2.9088e-10 4.44296e-10 2.00673e-10 threshold=1.0000000180025095e-35 0.00039100000000000002 1.0000000180025095e-35 23.500000000000004 7.3232742775501398 4.5000000000000009 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=0.075025229289884934 -0.07503462957252055 -0.075025878544639601 -0.07506316539078102 -0.075010534444220678 -0.075039066592146042 -0.075018606131826204 leaf_weight=0.13468589016702026 0.06903796608094126 0.060022617588401772 0.010999298814567737 0.021634126749631832 0.015368965672678314 0.10314614678372891 leaf_count=101 135 244 15 110 30 661 internal_value=-0.0263156 -0.0750264 -0.0750386 -0.0750215 -0.0750228 -0.0750213 internal_weight=0.414895 0.280209 0.0800373 0.200172 0.178538 0.163169 internal_count=1296 1195 150 1045 935 905 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=7 num_cat=0 split_feature=20 15 14 16 7 0 split_gain=0.391394 0.348374 0.57791 0.546215 0.452561 1.25129 threshold=0.14944741705 4.5000000000000009 3.5000000000000004 2.0000000000000004 73.492879307441498 0.24973300000000001 decision_type=8 10 8 10 10 10 left_child=-1 4 3 -3 -2 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.058412884179771633 -0.0034483126728939669 -0.079369102696112415 0.092239297552063754 0.076097412125954805 -0.020629055638049929 0.041820727576426818 leaf_weight=1.1452569086104629 51.762044003902702 1.7011415066663169 0.29126165295019735 0.26061137742362905 5.3029592593666157 8.12337151262909 leaf_count=21 704 93 10 79 150 239 internal_value=0.000443466 -0.000540942 -0.039201 -0.058716 0.000795212 0.0171551 internal_weight=68.5866 67.4414 2.25301 1.96175 65.1884 13.4263 internal_count=1296 1275 182 172 1093 389 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=7 num_cat=0 split_feature=7 7 4 14 2 4 split_gain=0.432229 0.681735 0.548491 0.893842 0.405886 1.55703 threshold=82.887291079911066 79.482860341514581 365.00000000000006 2.5000000000000004 5.5000000000000009 126.00000000000001 decision_type=10 10 10 10 8 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.024275883411473083 -0.068682615879486097 0.095682750347979934 -0.077112860456872032 0.074893341214313361 0.0028682316618606173 -0.048618160209777078 leaf_weight=5.0460264805406023 0.91352348029613395 1.3136900663375848 0.68992532743141033 0.88060970726655796 40.381053888413589 6.9888148044701666 leaf_count=175 13 3 53 62 712 278 internal_value=-0.000458258 0.000668766 0.0480015 0.00811805 -0.00193576 -0.0180548 internal_weight=56.2136 55.3001 2.88423 1.57054 52.4159 12.0348 internal_count=1296 1283 118 115 1165 453 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=7 num_cat=0 split_feature=10 5 2 4 4 4 split_gain=0.396257 0.726574 0.511999 0.753745 1.03992 0.970503 threshold=41.000000000000007 4845.0000000000009 17.500000000000004 2025.5000000000002 999.50000000000011 1101.5000000000002 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=-0.0016834629489295332 0.05557404998782816 -0.051111938847222899 0.056170747838436369 -0.044842111682596865 0.08184107649733631 -0.0039679605584701265 leaf_weight=55.254928647718771 1.2638857868732873 2.7690840222494435 1.6505575765040692 3.5771442545228629 3.024632863700389 2.3360117296688259 leaf_count=574 124 201 68 228 21 80 internal_value=8.96261e-05 -0.000932434 0.0011779 -0.000236107 0.00239626 0.044448 internal_weight=69.8762 68.6124 65.8433 64.1927 60.6156 5.36064 internal_count=1296 1172 971 903 675 101 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=7 num_cat=0 split_feature=1 4 20 3 9 3 split_gain=0.190408 1.52709e-09 7.12778e-10 2.65233e-10 2.9576e-10 1.27136e-10 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.7505088972553491 23.500000000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 -3 -5 right_child=1 3 -4 5 -6 -7 leaf_value=0.075023625401316504 -0.075032205283937933 -0.075022914394763676 -0.075057655551515196 -0.075018444213105093 -0.075049955265491908 -0.075009598057058716 leaf_weight=0.12589234707411379 0.046250559367763344 0.083044294755381998 0.014440293598454446 0.089844047437509289 0.0042519010894466183 0.01983276532155287 leaf_count=101 72 399 27 580 7 110 internal_value=-0.025775 -0.0750244 -0.0750383 -0.0750201 -0.0750242 -0.0750168 internal_weight=0.383556 0.257664 0.0606909 0.196973 0.0872962 0.109677 internal_count=1296 1195 99 1096 406 690 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=7 num_cat=0 split_feature=6 0 2 5 3 3 split_gain=0.329219 0.38983 2.25493 2.63226 2.23532 1.44853 threshold=128.71147821476768 4.7126015000000008 4.5000000000000009 126.00000000000001 15.500000000000002 4.5000000000000009 decision_type=10 10 10 10 8 10 left_child=1 5 3 -3 -4 -1 right_child=-2 2 4 -5 -6 -7 leaf_value=-0.0043913983452089954 0.046698464893253334 -0.042977028413195201 -0.075023791699785111 0.10037105459214764 0.019619519829251159 0.039093942269295891 leaf_weight=41.037890009727562 1.5057479068636883 2.2244362756609943 6.8214979325421128 3.0202900469303131 3.9350823622662583 9.4182341935811547 leaf_count=531 15 11 120 37 130 452 internal_value=0.000460222 -0.000587414 -0.0141876 0.0395731 -0.0404004 0.00372566 internal_weight=67.9632 66.4574 16.0013 5.24473 10.7566 50.4561 internal_count=1296 1281 298 48 250 983 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=7 num_cat=0 split_feature=5 0 3 4 4 8 split_gain=0.425293 0.638967 1.47233 0.821878 0.869694 1.33958 threshold=59.000000000000007 0.0048770000000000003 1.5000000000000002 126.00000000000001 168.50000000000003 4.4308176195396909 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=-0.075977318243939551 0.034837047923664592 -0.082040392008764729 0.089254662070786139 -0.082412773498839409 0.058105654588703641 -0.0039819936556977206 leaf_weight=0.73592015849135251 4.9448013752698889 2.2422224339097729 1.0295772552490223 1.278420004993676 3.7930754832923403 41.442435197532177 leaf_count=221 24 100 3 28 44 876 internal_value=-0.000463194 0.000552188 -0.00285304 0.000881552 -0.00107457 0.00122416 internal_weight=55.4665 54.7305 49.7857 47.5435 46.5139 45.2355 internal_count=1296 1075 1051 951 948 920 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=7 num_cat=0 split_feature=19 19 9 9 9 8 split_gain=0.385424 0.804504 0.359039 0.653925 0.563965 0.861688 threshold=0.050780911150000003 0.15358416655000004 7.8464943593056891 7.9887517061549245 7.5630913137471625 6.1516991880802205 decision_type=8 8 10 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.058132207488065947 -0.08720937369930741 0.001912210362699336 -0.06367579717203091 0.02896941150261173 0.041162290308378757 -0.070773201749078501 leaf_weight=1.1243725349922895 1.0630404406656451 58.373936684400178 2.1871243427158329 1.1691320887766776 3.5024433408398172 1.6778861787170161 leaf_count=9 18 762 262 64 152 29 internal_value=6.22277e-05 -0.000898326 0.00047294 -0.0314034 0.00215631 -0.000118666 internal_weight=69.0979 67.9736 66.9105 3.35626 63.5543 60.0518 internal_count=1296 1287 1269 326 943 791 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=7 num_cat=0 split_feature=1 0 0 3 9 19 split_gain=0.174969 1.0964e-09 5.06938e-10 1.87011e-10 2.58865e-10 1.17385e-10 threshold=1.0000000180025095e-35 0.00039100000000000002 1.0000000180025095e-35 4.5000000000000009 7.7505088972553491 0.71573109515000011 decision_type=8 10 10 10 10 8 left_child=-1 2 5 4 -3 -2 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075021757080812559 -0.075033335047500857 -0.075020837800658866 -0.075054851875613365 -0.075015583323902679 -0.07504722215867958 -0.075024172560948232 leaf_weight=0.11547015880933031 0.037022217540652491 0.064055816576001234 0.0094112122606020421 0.1008052165270783 0.0039477892569266251 0.022468467679573223 leaf_count=101 59 348 15 690 7 76 internal_value=-0.0259666 -0.0750227 -0.0750333 -0.0750183 -0.0750224 -0.0750299 internal_weight=0.353181 0.237711 0.0689019 0.168809 0.0680036 0.0594907 internal_count=1296 1195 150 1045 355 135 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=7 num_cat=0 split_feature=20 10 13 2 0 7 split_gain=0.343429 0.319803 0.507264 0.435366 1.04272 1.80667 threshold=0.14944741705 30.500000000000004 49191.500000000007 9.5000000000000018 2.5082350000000004 73.896180555916175 decision_type=8 10 10 10 8 10 left_child=-1 3 -3 -2 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.054178879245166525 -0.0029546607977825848 0.061899901342686393 -0.072562499425981461 0.063384541390036964 -0.078616077879367433 0.034794034820606036 leaf_weight=1.1648532388499004 54.418087624420878 0.35686881514266033 1.3121652789413927 3.530878848396239 2.1558249709196398 4.0314679263392463 leaf_count=21 677 104 95 276 35 88 internal_value=0.000355252 -0.000597508 -0.0438121 0.000527076 0.0200235 -0.0047212 internal_weight=66.9701 65.8053 1.66903 64.1363 9.71817 6.18729 internal_count=1296 1275 199 1076 399 123 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=7 num_cat=0 split_feature=20 5 0 5 4 4 split_gain=1.09866 0.412103 0.50772 1.43238 0.694998 0.81184 threshold=0.14944741705 59.000000000000007 0.0048770000000000003 108.50000000000001 126.00000000000001 168.50000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.11507090236020323 -0.075910909678056665 0.033029746705819873 -0.081508194853711163 0.087651586152948407 -0.081804190403256774 0.0032647865480795266 leaf_weight=0.82354621866033995 0.68228550319690739 4.8834403902292243 2.1034533921629182 0.94712361693382163 1.1511856392025936 43.997540700569516 leaf_count=21 207 24 98 3 28 915 internal_value=-0.000443707 0.0013121 0.00230466 -0.000808332 0.00287418 0.00109573 internal_weight=54.5886 53.765 53.0827 48.1993 46.0958 45.1487 internal_count=1296 1275 1068 1044 946 943 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=7 num_cat=0 split_feature=10 5 6 3 4 4 split_gain=0.34475 0.603875 0.659995 0.522094 0.81225 0.73405 threshold=41.000000000000007 4385.0000000000009 84.083940775398517 13.500000000000002 2155.5000000000005 999.50000000000011 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=-0.0014741188996161235 0.054765952337953117 0.043516104374726222 -0.072104533143216507 0.054368724123819059 -0.055430718178874905 0.036901346885749517 leaf_weight=54.552730905059434 1.136148502700961 0.63750675506889765 2.1887612416758202 1.7955634819809336 2.5649698066699775 5.4856905825436106 leaf_count=571 124 8 209 32 245 107 internal_value=0.000140445 -0.000782761 -0.0460246 0.00120276 -0.000322122 0.00203223 internal_weight=68.3614 67.2252 2.82627 64.399 62.6034 60.0384 internal_count=1296 1172 217 955 923 678 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=7 num_cat=0 split_feature=1 4 20 3 8 21 split_gain=0.16128 9.96738e-10 4.66836e-10 1.77362e-10 1.78515e-10 8.46434e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.3232742775501398 0.52044241275000014 decision_type=8 10 8 10 10 10 left_child=5 2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075022445718543648 -0.075027802040587635 -0.075019731611354154 -0.075049946541567603 -0.075014322827620883 -0.075041524345214564 0.075016672511398541 leaf_weight=0.064864293119171634 0.039835724724980537 0.070519578284802265 0.012509380729170516 0.091614049715190049 0.0039704488590359679 0.041736147366464138 leaf_count=54 72 398 27 690 8 47 internal_value=-0.0258148 -0.0750211 -0.0750331 -0.0750173 -0.0750209 0.0750202 internal_weight=0.32505 0.218449 0.0523451 0.166104 0.07449 0.1066 internal_count=1296 1195 99 1096 406 101 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=7 num_cat=0 split_feature=15 14 16 16 10 3 split_gain=0.328131 0.473783 0.486271 0.351375 1.06809 0.370722 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 1.0000000180025095e-35 30.500000000000004 26.500000000000004 decision_type=10 8 10 10 10 8 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0001956155209260482 -0.078922008567507917 0.088071126396669433 0.0759069761921978 0.080566578905991809 -0.063515339010041458 -0.048069086873237098 leaf_weight=60.862128879336524 1.5125154027482488 0.25376081001013506 0.23426789278164495 2.1682652127929032 0.84173866128548969 0.24985675234347571 leaf_count=876 93 10 79 181 51 6 internal_value=0.000273299 -0.0396088 -0.0581573 0.00151758 0.0335033 0.0672751 internal_weight=66.1225 2.00054 1.74678 64.122 3.25986 2.41812 internal_count=1296 182 172 1114 238 187 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=7 num_cat=0 split_feature=0 20 4 3 2 4 split_gain=0.434493 0.944591 0.547005 0.61322 0.851438 1.29462 threshold=60.179807500000003 0.14944741705 65648.500000000015 65.500000000000014 12.500000000000002 6106.0000000000009 decision_type=10 8 10 10 10 10 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.1113036750254385 0.060564046271941056 -0.00063498221630203268 -0.082732724900887608 0.077032765128996997 -0.042488449240845688 0.070453551587283739 leaf_weight=0.77572457264250261 1.1424635043367732 42.858060289483547 0.78949808981269498 1.0430843185167749 4.3918681935756458 2.7246474088169625 leaf_count=21 15 863 23 34 286 54 internal_value=-0.000446179 -0.00177174 -0.000131687 0.00114656 -0.000437356 0.00361424 internal_weight=53.7253 52.5829 51.8072 51.0177 49.9746 45.5827 internal_count=1296 1281 1260 1237 1203 917 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=7 num_cat=0 split_feature=19 20 20 19 20 21 split_gain=0.339051 0.736653 1.20106 1.3605 1.30421 0.875048 threshold=0.050780911150000003 0.85959532825000007 0.81564758060000009 0.22816668710000002 0.76592940720000013 0.52044241275000014 decision_type=8 10 10 8 10 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.055827894271599433 -0.097285563584411594 -0.086082252510834401 0.10644861914545126 0.030829964552043856 -0.11061028463917347 -0.0021278878835259921 leaf_weight=1.0786525679504846 1.4384897565323624 0.99513737438064609 1.0548859224509204 9.5109703721245733 1.0287119829190476 52.656842478052567 leaf_count=9 23 19 6 59 8 1172 internal_value=0.000210895 -0.000688729 0.000604899 -0.00112254 0.00106634 0.00291429 internal_weight=67.7637 66.685 65.6899 64.635 63.1965 62.1678 internal_count=1296 1287 1268 1262 1239 1231 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=7 num_cat=0 split_feature=1 4 20 3 9 21 split_gain=0.149628 8.12192e-10 3.77896e-10 1.41969e-10 1.24325e-10 6.79262e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.7271119458663193 0.52044241275000014 decision_type=8 10 8 10 10 10 left_child=5 2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075020946659577398 -0.075025831056786799 -0.075018315483808481 -0.075046497473158613 -0.075013185897763068 -0.07503750177760489 0.075015584165901539 leaf_weight=0.060350823681801558 0.036793136270716786 0.065495199354700162 0.011649347288766876 0.084088843871995778 0.0035609758924692861 0.038812506652902812 leaf_count=54 72 398 27 690 8 47 internal_value=-0.025549 -0.0750195 -0.0750308 -0.0750159 -0.0750193 0.0750188 internal_weight=0.300751 0.201588 0.0484425 0.153145 0.0690562 0.0991633 internal_count=1296 1195 99 1096 406 101 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 20 split_gain=0.309379 0.349125 0.799202 0.521639 1.37749 0.696497 threshold=0.12986503130000002 0.56425379935000008 0.78912289885000009 0.61191958210000008 0.46396609595000005 0.84303359555000013 decision_type=8 10 8 8 8 8 left_child=-1 3 -3 4 -2 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.046012636761285614 -0.004345183151751939 -0.048738763901123694 0.046649114572317227 -0.064453493572690521 0.1160874472873954 0.0007471442908921933 leaf_weight=1.4468196680536491 2.922457454900723 3.7514622516027885 1.1468818039138557 1.6905068029591346 1.4069543963705653 53.138127882150002 leaf_count=24 37 44 26 15 22 1128 internal_value=0.000284036 -0.00074882 -0.026405 0.00137553 0.0347925 -0.00126316 internal_weight=65.5032 64.0564 4.89834 59.158 4.32941 54.8286 internal_count=1296 1272 70 1202 59 1143 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=7 num_cat=0 split_feature=0 4 3 6 0 0 split_gain=0.384755 0.42031 0.599728 0.829531 0.658155 1.35413 threshold=60.179807500000003 54829.000000000007 54.500000000000007 125.38956572919442 6.6475505000000004 0.071170500000000012 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=0.0026090124572884766 0.058325001795812847 -0.065422237353970958 0.076810868830970352 -0.069345839441724247 0.025739994224926989 -0.050836047609667458 leaf_weight=34.010265317414451 1.0939772557467211 1.0117957761976857 0.98818947467952867 1.7572493720799673 8.5625908370129746 5.5085818741208632 leaf_count=522 15 39 34 66 122 498 internal_value=-0.000363523 -0.00160206 -0.000331607 -0.00186117 0.000605217 -0.00484076 internal_weight=52.9326 51.8387 50.8269 49.8387 48.0814 39.5188 internal_count=1296 1281 1242 1208 1142 1020 is_linear=0 shrinkage=0.1 Tree=339 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 7 split_gain=0.756275 0.409586 1.37415 1.01658 1.18252 1.55122 threshold=0.15208844065000002 0.52044241275000014 0.79236473745000013 0.28174106175000008 0.77396592615000015 87.44524843734844 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.085026409385793839 0.01979536174819279 -0.063813873408707408 0.077716496034992283 -0.091069789753809027 -0.001078029130458459 0.1022020215303729 leaf_weight=1.0271141669545611 10.275239915103155 3.3715261212491896 1.7172700017690656 1.4021989079956254 47.904394088734989 1.4997824728488911 leaf_count=30 66 51 5 22 1119 3 internal_value=0.000123827 0.00144555 -0.00192771 0.00204481 -0.000512918 0.00205728 internal_weight=67.1975 66.1704 55.8952 52.5236 50.8064 49.4042 internal_count=1296 1266 1200 1149 1144 1122 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=7 num_cat=0 split_feature=1 4 20 3 9 21 split_gain=0.139282 6.48642e-10 3.00186e-10 1.13681e-10 1.12002e-10 6.48454e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.7271119458663193 0.52044241275000014 decision_type=8 10 8 10 10 10 left_child=5 2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075019803501261029 -0.075024010013087894 -0.075016951184327149 -0.075043148086497258 -0.07501224506619196 -0.07503567698071395 0.075014365083006351 leaf_weight=0.056959793902933598 0.033997037360677496 0.060665683143270144 0.01079931523418054 0.077613290243789379 0.0033715843601385123 0.035645047202706337 leaf_count=54 72 398 27 690 8 47 internal_value=-0.0252279 -0.0750181 -0.0750286 -0.0750148 -0.0750179 0.0750177 internal_weight=0.279052 0.186447 0.0447964 0.141651 0.0640373 0.0926048 internal_count=1296 1195 99 1096 406 101 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=7 num_cat=0 split_feature=21 20 20 21 21 19 split_gain=0.406973 0.301878 1.06685 0.59044 0.381989 0.593173 threshold=0.10112863300000001 0.85959532825000007 0.69410890325000019 0.89547868850000012 0.77725324235000015 0.34055676610000002 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=0.062462215688564672 0.057773148869493342 0.042858580066298106 -0.082858659454228614 0.067488961300345859 -0.055256362403216464 -0.0017817041805422455 leaf_weight=1.033427723450586 1.7232744529610498 1.5458625388855569 1.5854681362106919 1.2778886130690796 1.2796270847902622 56.680038894191966 leaf_count=18 27 18 24 12 14 1183 internal_value=0.000207931 -0.000795862 -0.0018748 0.000231423 -0.00120865 -2.44519e-05 internal_weight=65.1256 64.0922 62.5463 60.9608 59.6829 58.4033 internal_count=1296 1278 1260 1236 1224 1210 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=7 num_cat=0 split_feature=19 19 20 20 21 21 split_gain=0.391546 1.715 1.12585 1.20069 0.813938 1.7889 threshold=0.42674026145000005 0.48125046350000006 0.30108552495000002 0.33308090295000004 0.66330308690000017 0.29995951735000004 decision_type=8 8 8 8 10 8 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=0.011139609013632756 0.08628901808024797 -0.068518951464635505 0.096508114126990965 -0.00052706053123722726 0.015887180508807174 -0.11171168926197038 leaf_weight=2.4901497844020923 2.3629534586070804 2.3502516308799386 1.3195493765088029 37.922791215132747 3.5628857215997414 2.2619858591042412 leaf_count=26 12 26 7 1182 18 25 internal_value=-0.000346791 0.00341754 -0.00129055 0.00273581 -0.0202461 -0.0473368 internal_weight=52.2706 43.9555 41.5926 39.2423 8.31502 4.75214 internal_count=1296 1227 1215 1189 69 51 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=7 num_cat=0 split_feature=9 9 9 9 8 0 split_gain=0.315711 0.570511 0.544562 0.764166 1.10715 1.62986 threshold=7.8627118266634275 7.9887517061549245 7.5630913137471625 6.3944237114723839 5.2927476730057128 0.23550500000000002 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=-0.0033394505237921176 -0.064180108062621227 0.027482872330781019 0.041308659624495252 -0.039149002608370523 -0.027507012347144772 0.06469227635056167 leaf_weight=46.896273373762597 1.916579253113013 1.0515577173209747 3.2853748500929205 4.7156529100611797 2.8158993299584818 6.0083691505715251 leaf_count=533 244 64 170 125 83 77 internal_value=0.000174318 -0.0317056 0.00165928 -0.000496107 0.0027751 0.0352707 internal_weight=66.6897 2.96814 63.7216 60.4362 55.7205 8.82427 internal_count=1296 308 988 818 693 160 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=7 num_cat=0 split_feature=1 4 21 3 9 21 split_gain=0.129882 5.20076e-10 2.02972e-10 9.41376e-11 9.33988e-11 5.80061e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.10786947995000001 4.5000000000000009 7.7271119458663193 0.52044241275000014 decision_type=8 10 10 10 10 10 left_child=5 2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075018690690289269 -0.075040053812451574 -0.075015757944798866 -0.075022963776187224 -0.075011301506468259 -0.075033562407151422 0.075013369865325794 leaf_weight=0.053609603695804253 0.0088378575746901333 0.056404438086246955 0.032523917223443277 0.07133718988916371 0.0031087312672752878 0.033163245476316661 leaf_count=54 27 398 72 690 8 47 internal_value=-0.0247482 -0.0750168 -0.0750266 -0.0750138 -0.0750167 0.0750167 internal_weight=0.258985 0.172212 0.0413618 0.13085 0.0595132 0.0867728 internal_count=1296 1195 99 1096 406 101 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=7 num_cat=0 split_feature=21 19 19 0 6 0 split_gain=0.372025 0.485338 0.679122 0.310464 0.507341 0.419323 threshold=0.10112863300000001 0.81138874015000007 0.62463113700000006 45.141901000000011 128.71147821476768 24.845167500000006 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=0.059807696807456984 -0.0027375692683050132 0.069492260249971891 -0.048577428660180146 -0.050070896820033711 0.064728287918995944 0.025221449158046638 leaf_weight=1.0325384892057625 51.3684936259815 0.97002022228843898 2.9558098697598316 1.1886118766851712 1.2441647648811329 5.9896687259897581 leaf_count=18 1079 25 36 25 13 100 internal_value=0.00026314 -0.000701788 -0.00178694 0.000526185 0.00155243 0.000182072 internal_weight=64.7493 63.7168 62.7467 59.7909 58.6023 57.3582 internal_count=1296 1278 1253 1217 1192 1179 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=7 num_cat=0 split_feature=7 7 0 4 0 3 split_gain=0.384771 0.640313 0.523233 1.17478 1.7207 2.08076 threshold=82.887291079911066 79.482860341514581 5.0057140000000011 6106.0000000000009 0.0012470000000000001 1.5000000000000002 decision_type=10 10 8 8 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.058927556275983652 -0.066747024282715464 0.049424517765750714 0.0047561522647418947 0.032240400292371824 -0.068350784346548857 -0.11280481514991166 leaf_weight=2.8893686249066346 0.85493645071983237 2.5815414592216248 34.927569390274584 3.4068451442872183 6.1838945770141436 0.93347004055976857 leaf_count=180 13 118 338 188 457 2 internal_value=-0.000216786 0.000900184 -0.00169114 -0.0184792 -0.035747 0.0169935 internal_weight=51.7776 50.9227 48.3411 13.4136 10.0067 3.82284 internal_count=1296 1283 1165 827 639 182 is_linear=0 shrinkage=0.1 Tree=347 num_leaves=7 num_cat=0 split_feature=5 6 4 2 0 4 split_gain=0.316354 2.50521 2.10702 1.91072 2.48065 2.10442 threshold=161.00000000000003 77.305112952712406 207.50000000000003 1.5000000000000002 0.066242500000000024 163.00000000000003 decision_type=8 8 8 8 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.023061040727291114 -0.10520679971327454 0.00076100578021041226 0.069537924359044642 -0.068728032782842022 0.11410004136995154 0.090734788678729972 leaf_weight=10.663960919597233 2.3607459906488648 40.587379354197765 4.6579862385988227 3.8180774375796309 2.0029424503445616 1.9172768592834479 leaf_count=242 40 882 37 67 23 5 internal_value=9.02815e-06 -0.00506377 0.00945676 -0.005751 0.0107361 -0.00571949 internal_weight=66.0084 42.9481 23.0602 18.4023 14.5842 12.5812 internal_count=1296 922 374 337 270 247 is_linear=0 shrinkage=0.1 Tree=348 num_leaves=7 num_cat=0 split_feature=1 4 20 3 8 21 split_gain=0.121032 4.20893e-10 2.05022e-10 6.93531e-11 7.7335e-11 5.03826e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.1962823213817613 0.52044241275000014 decision_type=8 10 8 10 8 10 left_child=5 2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.07501758473810162 -0.075020614468716051 -0.07501449980220698 -0.075037637377479163 -0.075010569286244666 -0.075031397365376451 0.075012455585624277 leaf_weight=0.050328488374361768 0.029000926784647163 0.0515414510609844 0.0093581540131708607 0.066245722676740115 0.0028587179840542367 0.030914385337382555 leaf_count=54 72 398 27 690 8 47 internal_value=-0.0242807 -0.0750156 -0.0750248 -0.0750127 -0.0750154 0.0750156 internal_weight=0.240248 0.159005 0.0383591 0.120646 0.0544002 0.0812429 internal_count=1296 1195 99 1096 406 101 is_linear=0 shrinkage=0.1 Tree=349 num_leaves=7 num_cat=0 split_feature=21 19 19 15 14 16 split_gain=0.318471 0.397018 0.595613 0.311395 0.437264 0.432352 threshold=0.10112863300000001 0.81138874015000007 0.62463113700000006 4.5000000000000009 3.5000000000000004 2.0000000000000004 decision_type=8 10 10 10 10 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.054784028686162146 0.0016636175436149051 0.06102836299356458 -0.046514074436190454 -0.078542418445689016 0.08710329697786201 0.075718950961064541 leaf_weight=1.0490593739668836 57.25582312962797 1.0226640923938237 2.8412715051381374 1.4057367506902652 0.23607472563162435 0.20865466550458234 leaf_count=18 1035 25 36 93 10 79 internal_value=0.000139457 -0.0007709 -0.00179112 0.000358741 -0.0400158 -0.0586047 internal_weight=64.0193 62.9702 61.9476 59.1063 1.85047 1.61439 internal_count=1296 1278 1253 1217 182 172 is_linear=0 shrinkage=0.1 Tree=350 num_leaves=7 num_cat=0 split_feature=19 19 20 20 19 20 split_gain=0.377427 1.58973 0.942751 1.12892 1.0808 1.19428 threshold=0.89445340325000011 0.81138874015000007 0.78337325670000013 0.68249834370000018 0.76753877360000011 0.64066995755000011 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=-0.0015950584582898018 0.045495346136506416 -0.10890311745848102 0.050001358895654893 -0.082388827488647357 -0.10435767454946006 0.067631652651701943 leaf_weight=39.035929641959228 1.7492641107783118 1.3473106752135198 3.6619105815116191 1.7129891846270755 0.96252242447553626 2.6620108741517461 leaf_count=1210 20 9 27 16 6 8 internal_value=-0.000153497 -0.0017705 0.00123439 -0.0027901 0.000406114 0.0028244 internal_weight=51.1319 49.3827 48.0354 44.3735 42.6605 41.6979 internal_count=1296 1276 1267 1240 1224 1218 is_linear=0 shrinkage=0.1 Tree=351 num_leaves=7 num_cat=0 split_feature=0 4 4 0 0 7 split_gain=0.335567 3.60289 2.11887 0.786817 2.33847 1.72388 threshold=5.1500000000000012e-05 149.00000000000003 109.00000000000001 0.030054500000000001 0.034817500000000008 69.792058971722028 decision_type=8 8 8 8 8 10 left_child=1 -1 -2 5 -5 -4 right_child=2 -3 3 4 -6 -7 leaf_value=-0.086073494113481544 0.12828962744609279 0.089364430021739133 -0.08677325468977598 0.17346641925412423 0.00044468161354980107 0.02872029372196426 leaf_weight=3.3331056487659216 1.3031929731369007 1.8042337000370023 3.0261530226562163 0.79286688240244885 52.83140937119606 2.2557535712257959 leaf_count=163 2 5 77 11 958 80 internal_value=7.2752e-05 -0.0244597 0.00216597 -0.000624286 0.00300291 -0.0374492 internal_weight=65.3467 5.13734 60.2094 58.9062 53.6243 5.28191 internal_count=1296 168 1128 1126 969 157 is_linear=0 shrinkage=0.1 Tree=352 num_leaves=7 num_cat=0 split_feature=1 4 20 3 9 21 split_gain=0.111109 2.99212e-10 1.21381e-10 5.36215e-11 6.36851e-11 4.1518e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.7271119458663193 0.52044241275000014 decision_type=8 10 8 10 10 10 left_child=5 2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075016210279682444 -0.075019072909031703 -0.075013367662861569 -0.075032868345136464 -0.075009797261244751 -0.075029386439783893 0.075011339849884465 leaf_weight=0.046202296740375459 0.026794724832143402 0.047561594794387929 0.0083702739793807268 0.061424682199685776 0.0026185107562923795 0.028176550928037614 leaf_count=54 72 398 27 690 8 47 internal_value=-0.0245552 -0.0750143 -0.0750224 -0.0750118 -0.0750142 0.0750144 internal_weight=0.221149 0.14677 0.035165 0.111605 0.0501801 0.0743788 internal_count=1296 1195 99 1096 406 101 is_linear=0 shrinkage=0.1 Tree=353 num_leaves=7 num_cat=0 split_feature=15 14 16 16 10 8 split_gain=0.283758 0.404216 0.399734 0.332881 0.937537 0.31761 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 1.0000000180025095e-35 30.500000000000004 6.7585825373291648 decision_type=10 10 8 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0018422460204641296 -0.078310135381147464 0.086097141261903654 0.075666128875235272 0.067866803071659654 -0.061417506078586495 -0.026053153318492818 leaf_weight=54.34812563592277 1.3058029235107811 0.22219455381855358 0.19359929719939839 2.1628936648485246 0.75731301784981031 4.4130119970068327 leaf_count=815 93 10 79 187 51 61 internal_value=0.000267302 -0.0397761 -0.0584291 0.00138496 0.0343388 -0.000252722 internal_weight=63.4029 1.7216 1.4994 61.6813 2.92021 58.7611 internal_count=1296 182 172 1114 238 876 is_linear=0 shrinkage=0.1 Tree=354 num_leaves=7 num_cat=0 split_feature=5 4 4 8 6 7 split_gain=0.363843 0.400531 0.92204 0.517048 1.7595 0.778145 threshold=59.000000000000007 126.00000000000001 168.50000000000003 4.4308176195396909 84.854839424013804 72.152584692361657 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=-0.075870384815283048 0.03132096279423157 -0.080077271688702045 0.031918713462307409 -0.077453001898514479 0.046671352074350227 -0.0019216191516932329 leaf_weight=0.62797979314200247 3.9413220919668666 1.4605630696751166 4.7325241724029175 2.9432454656343898 3.6569461007602504 33.336562635318842 leaf_count=221 34 81 65 182 62 651 internal_value=-0.000225835 0.00072288 -0.00189141 0.000665051 -0.00303852 0.00288198 internal_weight=50.6991 50.0712 46.1298 44.6693 39.9368 36.9935 internal_count=1296 1075 1041 960 895 713 is_linear=0 shrinkage=0.1 Tree=355 num_leaves=7 num_cat=0 split_feature=20 21 21 19 20 20 split_gain=0.327306 1.80553 1.41921 0.811529 0.771141 1.26145 threshold=0.32468401600000002 0.31098057165000009 0.39968511765000009 0.36204100890000007 0.7628213262500001 0.85959532825000007 decision_type=8 8 8 10 8 8 left_child=3 -2 -3 -1 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.069371969980684137 -0.074683968511860599 0.077806703006890909 -0.042226665312956851 -0.0065507901972891181 0.088671705277246007 -0.00082760584755741111 leaf_weight=2.2704343298028107 3.2524834328423822 2.3629595142592734 4.2552118108833383 3.7057210298389691 1.6292320805659981 47.155268908210928 leaf_count=18 39 12 49 39 11 1128 internal_value=-1.04863e-06 -0.00227255 0.00197845 0.0222934 -0.00139975 0.00216136 internal_weight=64.6313 58.6552 55.4027 5.97616 53.0397 48.7845 internal_count=1296 1239 1200 57 1188 1139 is_linear=0 shrinkage=0.1 Tree=356 num_leaves=7 num_cat=0 split_feature=1 4 20 3 9 20 split_gain=0.102187 2.42083e-10 9.79888e-11 4.3997e-11 4.96934e-11 3.33988e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.7271119458663193 0.14944741705 decision_type=8 10 8 10 10 10 left_child=5 2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075017756965614968 -0.075017684403915194 -0.075012381492020747 -0.07503055087031954 -0.075008992328911173 -0.075027137323425128 0.075012132302147622 leaf_weight=0.013052168011199683 0.0247683683737705 0.044015111313456146 0.007777884282404556 0.05654731408844782 0.002407107545877806 0.055221415765117854 leaf_count=14 72 398 27 690 8 87 internal_value=-0.0247513 -0.0750132 -0.0750208 -0.0750109 -0.0750131 0.0750132 internal_weight=0.203789 0.135516 0.0325463 0.10297 0.0464222 0.0682736 internal_count=1296 1195 99 1096 406 101 is_linear=0 shrinkage=0.1 Tree=357 num_leaves=7 num_cat=0 split_feature=20 20 21 20 19 21 split_gain=0.277419 0.29762 0.547951 0.501506 0.406884 0.623742 threshold=0.14944741705 0.46396609595000005 0.23597926915000003 0.53592925440000017 0.76753877360000011 0.32197624670000008 decision_type=8 8 8 8 10 8 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.048990957886995763 0.025349593471375505 0.076339965171393076 -0.049602955280450327 -0.056094591760087242 0.064747496420340986 0.0010867572791766705 leaf_weight=1.1486339067487277 1.4386148923949802 0.87768398379557766 3.0290153525420465 1.9782587802328633 0.95887920240056601 53.437507310998626 leaf_count=21 16 18 41 20 16 1164 internal_value=0.000297195 -0.000609016 -0.0254676 0.0013308 0.000162999 -0.00095453 internal_weight=62.8686 61.72 4.46763 57.2523 56.3746 55.4158 internal_count=1296 1275 57 1218 1200 1184 is_linear=0 shrinkage=0.1 Tree=358 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 8 split_gain=0.336537 0.433823 1.32337 0.681583 1.33368 0.786356 threshold=59.000000000000007 0.0012470000000000001 108.50000000000001 126.00000000000001 3.5000000000000004 4.4308176195396909 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=-0.075808242716582069 0.035244536013762595 -0.080421372817053777 0.057236454162971698 -0.07882193930231951 0.060107052719893417 -0.00037742120839774184 leaf_weight=0.58211351051977445 3.3811294436454764 2.0490872710943213 2.1109180636703959 2.0921166033949694 2.2804711684584609 37.418277892837068 leaf_count=221 14 101 14 105 20 821 internal_value=-0.000218102 0.000673856 -0.0018699 0.00179644 -0.00100392 0.00309707 internal_weight=49.9141 49.332 45.9509 43.9018 41.7909 39.6987 internal_count=1296 1075 1061 960 946 841 is_linear=0 shrinkage=0.1 Tree=359 num_leaves=7 num_cat=0 split_feature=6 9 7 0 16 0 split_gain=0.31912 1.03761 0.902765 1.2892 1.00057 0.928803 threshold=107.21822063993751 5.8595028080556739 69.792058971722028 19.409948500000002 1.0000000180025095e-35 0.18889600000000004 decision_type=10 8 10 10 8 10 left_child=2 -2 3 5 -4 -1 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.0054629004053895012 -0.086534067974296941 -0.0022786992867227102 0.063763135686580805 -0.081168367707717876 -0.055264387218338124 0.028254505689319934 leaf_weight=35.415634205525748 1.7338256388902635 9.3104756449974957 4.1615194408223024 1.9272148683667172 0.85059251147322346 10.61968111572787 leaf_count=499 17 483 23 35 94 145 internal_value=-4.30159e-05 -0.0155058 0.00318071 -0.00103929 0.0435633 0.00231522 internal_weight=64.0189 11.0443 52.9746 47.9625 5.01211 46.0353 internal_count=1296 500 796 679 117 644 is_linear=0 shrinkage=0.1 Tree=360 num_leaves=7 num_cat=0 split_feature=1 4 20 3 9 20 split_gain=0.09449 1.9688e-10 8.00197e-11 3.42575e-11 4.05614e-11 3.39148e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 4.5000000000000009 7.7271119458663193 0.14944741705 decision_type=8 10 8 10 10 8 left_child=5 2 -2 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075017022575999667 -0.075016411072622968 -0.075011406814824044 -0.075028465020312227 -0.075008312701371774 -0.075025238106356307 0.075011203873901394 leaf_weight=0.012484970327932388 0.023013544596324209 0.040532378660827817 0.0072398410484311162 0.052185672383302517 0.002237286993477027 0.05067345239513088 leaf_count=14 72 398 27 690 8 87 internal_value=-0.0247099 -0.0750123 -0.0750193 -0.07501 -0.0750121 0.0750124 internal_weight=0.188367 0.125209 0.0302534 0.0949553 0.0427697 0.0631584 internal_count=1296 1195 99 1096 406 101 is_linear=0 shrinkage=0.1 Tree=361 num_leaves=7 num_cat=0 split_feature=20 20 20 19 20 21 split_gain=0.279512 0.647747 0.765512 0.490517 0.55245 1.37577 threshold=0.85959532825000007 0.78337325670000013 0.68249834370000018 0.56425379935000008 0.61191958210000008 0.66330308690000017 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=0.12144403190252753 0.042463720270539795 -0.082477280797001742 0.088282993605031307 -0.033003147532067338 -0.0013213914895380879 -0.00065566445408360603 leaf_weight=1.3116898247972129 1.533022865987731 0.95503609538718492 0.97791442317247756 4.4098687338337177 50.07528053416172 3.1127338621008676 leaf_count=41 20 12 18 56 1123 26 internal_value=0.000291936 -0.000770648 0.000532342 -0.000924342 0.00167133 0.0355427 internal_weight=62.3755 60.8425 59.8875 58.9096 54.4997 4.42442 internal_count=1296 1276 1264 1246 1190 67 is_linear=0 shrinkage=0.1 Tree=362 num_leaves=7 num_cat=0 split_feature=20 21 21 20 21 21 split_gain=0.854997 0.392057 1.38891 1.11466 1.12233 0.760262 threshold=0.14944741705 0.53472303185000014 0.80861896420000012 0.24908325235000003 0.49659266935000007 0.29995951735000004 decision_type=8 10 10 8 10 8 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.11034388170668732 -0.10190591986683735 0.05360066175066798 -0.025572757957165754 0.036479750123152709 -0.11182904535326688 -0.0036154070105994772 leaf_weight=0.69765800778714038 1.1108919059115576 5.206510992265974 3.8572332348921918 5.5525450054028624 0.88145446986527431 31.889228693462428 leaf_count=21 9 45 26 42 11 1142 internal_value=-0.000428204 0.00115297 0.019907 -0.00315756 -0.000295103 0.00233063 internal_weight=49.1955 48.4979 9.06374 39.4341 38.3232 37.4418 internal_count=1296 1275 71 1204 1195 1184 is_linear=0 shrinkage=0.1 Tree=363 num_leaves=7 num_cat=0 split_feature=7 0 0 7 6 9 split_gain=0.306088 1.52291 0.985572 0.761976 1.12621 1.02964 threshold=76.312694652446012 31.825229500000003 25.140853500000002 69.792058971722028 110.35072331537869 6.0459138206527951 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=0.0042471598167550624 -0.044984728016064186 0.063349777416688222 -0.058902273571722646 0.10408946807263604 0.01266003998187433 -0.063366829998211791 leaf_weight=44.30726963685629 5.4787611025967626 1.7002965770661829 2.4902629134012377 1.8091610544361163 5.2767875512945466 2.3728369472082695 leaf_count=557 308 9 105 10 207 100 internal_value=0.000118397 -0.0193267 0.00259984 0.00544842 0.0360035 0.000810215 internal_weight=63.4354 7.17906 56.2563 53.7661 7.08595 46.6801 internal_count=1296 317 979 874 217 657 is_linear=0 shrinkage=0.1 Tree=364 num_leaves=7 num_cat=0 split_feature=1 4 20 21 3 8 split_gain=0.0896512 1.46818e-10 6.46575e-11 3.82954e-11 2.69497e-11 3.32769e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 0.10112863300000001 4.5000000000000009 7.3232742775501398 decision_type=8 10 8 10 10 10 left_child=3 2 -2 -1 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075017293040163913 -0.075014975256924465 -0.075010608237958132 -0.075026279843887392 0.075010807341529318 -0.075007772737232567 -0.075023699453125148 leaf_weight=0.011156807071529329 0.021094102903589373 0.037598941165015276 0.006655990320723503 0.049479660927318037 0.048702308013844231 0.0020474387783906414 leaf_count=12 72 398 27 89 690 8 internal_value=-0.0235395 -0.0750113 -0.0750177 0.075012 -0.0750093 -0.0750113 internal_weight=0.176735 0.116099 0.0277501 0.0606365 0.0883487 0.0396464 internal_count=1296 1195 99 101 1096 406 is_linear=0 shrinkage=0.1 Tree=365 num_leaves=7 num_cat=0 split_feature=15 16 2 4 2 0 split_gain=0.270446 0.310671 0.301618 1.69479 2.00606 1.94302 threshold=4.5000000000000009 2.0000000000000004 3.5000000000000004 219.50000000000003 1.5000000000000002 15.032455500000003 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=-0.0065018577836678864 -0.057116686777951321 0.075638635298165849 0.010680173260198879 -0.058856032723160825 0.11841220599729047 -0.0034340473091180527 leaf_weight=28.303219206813083 1.395639088237657 0.20176145451841865 21.988147039839532 4.913155958056449 2.767884347587823 2.4825630411505699 leaf_count=348 96 86 654 36 51 25 internal_value=0.000264576 -0.0403489 0.0013377 -0.00400257 0.00402944 0.0607998 internal_weight=62.0524 1.5974 60.455 38.4668 33.5537 5.25045 internal_count=1296 182 1114 460 424 76 is_linear=0 shrinkage=0.1 Tree=366 num_leaves=7 num_cat=0 split_feature=7 7 0 3 0 4 split_gain=0.33821 0.528109 0.471042 0.515788 0.39927 1.0257 threshold=82.887291079911066 79.482860341514581 0.059867500000000004 10.500000000000002 5.0057140000000011 6106.0000000000009 decision_type=10 10 10 10 8 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.034765083791064313 -0.065327498019692162 0.089077613854495363 -0.054788541832519778 0.079450613970460174 0.0040039749764752492 0.030725042198344234 leaf_weight=8.8953223200405755 0.78679115884005923 1.2470442252233618 0.68976583928451851 0.48924910649657249 33.367440396221355 3.2708382158889426 leaf_count=639 13 6 106 6 338 188 internal_value=-0.000295059 0.000771816 0.0462328 0.000915915 -0.00165038 -0.0171582 internal_weight=48.7465 47.9597 2.42606 1.17901 45.5336 12.1662 internal_count=1296 1283 118 112 1165 827 is_linear=0 shrinkage=0.1 Tree=367 num_leaves=7 num_cat=0 split_feature=10 5 6 7 0 7 split_gain=0.310006 0.521963 0.439592 0.416589 1.53477 1.09594 threshold=41.000000000000007 4845.0000000000009 84.083940775398517 76.32486681202586 31.825229500000003 69.792058971722028 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=-0.0015081826357998464 0.056624843502783656 0.040835883917024557 -0.071216006432570741 -0.051516986027891447 0.060078310568722086 0.042358532126999499 leaf_weight=46.781615235807294 0.95332361641339858 0.43764152191579286 1.7506165226222945 4.8259660699404767 1.6550496406853197 6.4847916946455362 leaf_count=663 124 7 194 181 9 118 internal_value=3.38018e-05 -0.000837256 -0.0488061 0.000919611 -0.023019 0.00383227 internal_weight=62.889 61.9357 2.18826 59.7474 6.48102 53.2664 internal_count=1296 1172 201 971 190 781 is_linear=0 shrinkage=0.1 Tree=368 num_leaves=7 num_cat=0 split_feature=2 4 20 21 3 8 split_gain=0.0825091 1.17838e-10 5.27301e-11 2.98835e-11 2.1056e-11 2.57983e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 0.10112863300000001 4.5000000000000009 7.3232742775501398 decision_type=8 10 8 10 10 10 left_child=3 2 -2 -1 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075015926444846628 -0.075013881075548516 -0.075009826745970606 -0.075024467341885809 0.075009955526977104 -0.075007205677128042 -0.075021886639262431 leaf_weight=0.010273314022924751 0.019555130402295617 0.034647914448214578 0.0061959413287695489 0.045530978357419372 0.044594076976636643 0.0018695084509090512 leaf_count=12 72 398 27 89 690 8 internal_value=-0.0235443 -0.0750105 -0.0750164 0.0750111 -0.0750087 -0.0750104 internal_weight=0.162667 0.106863 0.0257511 0.0558043 0.0811115 0.0365174 internal_count=1296 1195 99 101 1096 406 is_linear=0 shrinkage=0.1 Tree=369 num_leaves=7 num_cat=0 split_feature=6 6 6 0 4 3 split_gain=0.276934 0.303215 0.369299 0.531417 1.94729 2.25997 threshold=128.71147821476768 127.0156862430225 125.38956572919442 4.7126015000000008 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=0.0011440910799640344 0.044465427008291945 -0.044645329777434378 0.042293734444299708 -0.020733062552244032 0.04017006966737105 -0.079695644427554835 leaf_weight=30.399005443119677 1.3883996382355679 1.5307061949279148 2.0348752975696689 11.051294316654092 11.078675597847903 3.9021342173218718 leaf_count=401 15 33 70 212 543 22 internal_value=0.00031212 -0.000709644 0.000440643 -0.00106856 0.00372032 -0.00805232 internal_weight=61.3851 59.9967 58.466 56.4311 45.3798 34.3011 internal_count=1296 1281 1248 1178 966 423 is_linear=0 shrinkage=0.1 Tree=370 num_leaves=7 num_cat=0 split_feature=0 4 3 6 0 21 split_gain=0.329607 0.371507 0.526461 0.725429 0.567467 0.92178 threshold=60.179807500000003 54829.000000000007 54.500000000000007 125.38956572919442 8.0202915000000008 0.93422265705000018 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=-0.0021158538959158129 0.057757436634587024 -0.064136267074351619 0.076678177655175289 -0.068132663143220557 0.026559623517056791 -0.11608141771174069 leaf_weight=36.050122509053836 0.95591160515323181 0.92989294393919308 0.87177710724063118 1.5897843255661417 7.0784893990494302 0.72396047804431773 leaf_count=1030 15 39 34 66 107 5 internal_value=-0.000377842 -0.00155412 -0.0002976 -0.00177432 0.000631362 -0.00435946 internal_weight=48.1999 47.244 46.3141 45.4424 43.8526 36.7741 internal_count=1296 1281 1242 1208 1142 1035 is_linear=0 shrinkage=0.1 Tree=371 num_leaves=7 num_cat=0 split_feature=0 4 4 0 0 7 split_gain=0.310453 3.28814 1.83971 0.719361 5.49718 1.5447 threshold=5.1500000000000012e-05 163.00000000000003 109.00000000000001 0.030054500000000001 0.031714500000000007 69.792058971722028 decision_type=8 10 8 8 8 10 left_child=1 -1 -2 5 -5 -4 right_child=2 -3 3 4 -6 -7 leaf_value=-0.085224741112059299 0.12128279307060251 0.088048770222310363 -0.08625921917515883 0.34109747649926009 -0.00029092085136736161 0.027963977774246924 leaf_weight=3.1181521729495207 1.2663983106613148 1.6880784630775449 2.771113316062837 0.47609861515229468 50.759084554418223 2.0671391310461331 leaf_count=163 2 5 77 5 964 80 internal_value=4.63805e-05 -0.0243664 0.00209266 -0.000599205 0.0028814 -0.0374575 internal_weight=62.1461 4.80623 57.3398 56.0734 51.2352 4.83825 internal_count=1296 168 1128 1126 969 157 is_linear=0 shrinkage=0.1 Tree=372 num_leaves=7 num_cat=0 split_feature=1 4 20 21 3 8 split_gain=0.0752499 8.70706e-11 3.20391e-11 2.58847e-11 1.66716e-11 1.94499e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.90688898500000004 0.10112863300000001 4.5000000000000009 7.3232742775501398 decision_type=8 10 8 10 10 10 left_child=3 2 -2 -1 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075014748102114087 -0.075012923732122705 -0.07500910653356864 -0.075021572090449254 0.075008959467683337 -0.075006654575149448 -0.075020100267974232 leaf_weight=0.0095098890014924109 0.018189243601227645 0.031973482222383609 0.0056032261345535508 0.041154806531267241 0.040861711006073165 0.0016945515526458612 leaf_count=12 72 398 27 89 690 8 internal_value=-0.0239938 -0.0750097 -0.075015 0.07501 -0.075008 -0.0750097 internal_weight=0.148987 0.0983222 0.0237925 0.0506647 0.0745297 0.033668 internal_count=1296 1195 99 101 1096 406 is_linear=0 shrinkage=0.1 Tree=373 num_leaves=7 num_cat=0 split_feature=20 20 20 19 20 21 split_gain=0.269481 0.589616 0.635298 0.401693 0.469114 1.10989 threshold=0.85959532825000007 0.78337325670000013 0.68249834370000018 0.56425379935000008 0.61191958210000008 0.66330308690000017 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=0.10680346336283009 0.041804151442661946 -0.0818739491425515 0.078646434410807986 -0.030477510256414694 -0.0013666346935245811 -0.00081816804157745717 leaf_weight=1.3866412555507848 1.5300365236034839 0.88153743568545806 1.0227055149589421 4.2424089897176591 48.330777616502019 3.1017697867646348 leaf_count=41 20 12 18 56 1123 26 internal_value=0.000370782 -0.000704324 0.000527576 -0.000872535 0.00150532 0.0324303 internal_weight=60.4959 58.9658 58.0843 57.0616 52.8192 4.48841 internal_count=1296 1276 1264 1246 1190 67 is_linear=0 shrinkage=0.1 Tree=374 num_leaves=7 num_cat=0 split_feature=19 19 20 19 20 21 split_gain=0.293491 1.4245 0.715694 0.9592 0.939966 0.930418 threshold=0.89445340325000011 0.81138874015000007 0.78337325670000013 0.76753877360000011 0.68249834370000018 0.93422265705000018 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=0.0049521089660950592 0.039930631468699795 -0.106792143321592 0.044352370481399797 -0.1032928529186546 -0.075037674561189968 -0.11159789027921146 leaf_weight=37.990402185256244 1.7468647961577506 1.2576383125306154 3.5274496072433967 0.92444050317771953 1.6140486180865981 0.69751714710036949 leaf_count=1213 20 9 27 8 14 5 internal_value=-0.000301792 -0.00182925 0.00112034 -0.00257872 -0.000268555 0.00285079 internal_weight=47.7584 46.0115 44.7539 41.2264 40.302 38.6879 internal_count=1296 1276 1267 1240 1232 1218 is_linear=0 shrinkage=0.1 Tree=375 num_leaves=7 num_cat=0 split_feature=6 4 7 0 8 3 split_gain=0.304299 1.34279 1.08847 1.11331 1.00351 1.39543 threshold=102.89534848639566 343.00000000000006 69.792058971722028 19.409948500000002 4.939271738043824 2.5000000000000004 decision_type=10 8 10 10 8 10 left_child=2 -2 3 -1 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=0.002512851786287012 -0.087608954377745893 0.06988992852256698 0.06062257455477843 -0.080527867059883546 0.039765045422116334 -0.046720258815889593 leaf_weight=44.841502359257447 2.0717731118202183 1.739399880170821 3.1106534539721897 1.6747897397726763 3.0019554775208244 4.9285933747596573 leaf_count=644 28 10 32 35 27 520 internal_value=-7.23982e-05 -0.0145491 0.00335279 -0.000476977 0.00110386 -0.0139829 internal_weight=61.3687 11.7417 49.6269 46.5163 9.66995 7.93055 internal_count=1296 585 711 679 557 547 is_linear=0 shrinkage=0.1 Tree=376 num_leaves=7 num_cat=0 split_feature=1 4 21 20 3 8 split_gain=0.071348 6.80889e-11 2.92437e-11 2.42197e-11 1.26348e-11 1.60481e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.10112863300000001 0.90688898500000004 4.5000000000000009 7.3232742775501398 decision_type=8 10 10 8 10 10 left_child=2 3 -1 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075014803700228921 -0.075011990314845206 -0.075008409123739295 0.075008596160629562 -0.075019833404934622 -0.075006215039304852 -0.075018814750283547 leaf_weight=0.0094119002751540393 0.016844158104504459 0.02951786295943748 0.039187189453514293 0.0051383360842009998 0.038122155827522874 0.0015604893233103203 leaf_count=12 72 398 89 27 690 8 internal_value=-0.0228508 -0.075009 0.0750098 -0.0750138 -0.0750074 -0.0750089 internal_weight=0.139782 0.091183 0.0485991 0.0219825 0.0692005 0.0310784 internal_count=1296 1195 101 99 1096 406 is_linear=0 shrinkage=0.1 Tree=377 num_leaves=7 num_cat=0 split_feature=10 13 2 0 7 8 split_gain=0.267872 0.350251 0.334881 0.821372 1.48136 0.600073 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 2.5082350000000004 73.896180555916175 4.8041795717335134 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=-0.0015198765583143174 0.05975686063405581 -0.072021112522153444 -0.083723978490618745 -0.078226108786593362 0.03523026074758661 0.078456939997485292 leaf_weight=50.992459642817266 0.25289627915480994 0.99621304252650589 0.25045755505561773 1.7411093417322261 3.3943667286075652 2.5604723190772347 leaf_count=698 104 95 1 35 88 275 internal_value=0.000484539 -0.0453412 0.00145574 0.0205504 -0.00323549 0.0640064 internal_weight=60.188 1.24911 58.9389 7.94641 5.13548 2.81093 internal_count=1296 199 1097 399 123 276 is_linear=0 shrinkage=0.1 Tree=378 num_leaves=7 num_cat=0 split_feature=5 4 4 4 4 8 split_gain=0.292329 0.333896 0.830816 0.565303 0.926601 0.824491 threshold=59.000000000000007 126.00000000000001 168.50000000000003 192.00000000000003 274.00000000000006 4.4308176195396909 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=-0.075685619795779618 0.029734799347798397 -0.080184262688390615 0.081761942134756946 -0.095384416233651056 0.054748726645327907 -0.0025552991142656287 leaf_weight=0.50841164175562781 3.6179208382964125 1.3141315667890001 0.84024334233254094 1.0164693035185326 2.6917756665498009 37.349580226640683 leaf_count=221 34 81 17 15 38 890 internal_value=-0.000266114 0.000552679 -0.00189058 0.000565099 -0.00109658 0.00129696 internal_weight=47.3385 46.8301 43.2122 41.8981 41.0578 40.0414 internal_count=1296 1075 1041 960 943 928 is_linear=0 shrinkage=0.1 Tree=379 num_leaves=7 num_cat=0 split_feature=10 9 8 5 0 0 split_gain=0.295158 0.463275 1.37989 1.40132 2.15586 1.29659 threshold=41.000000000000007 6.0865556372042251 5.2927476730057128 169.00000000000003 10.028799000000001 0.23550500000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -4 right_child=-2 -3 5 4 -6 -7 leaf_value=0.0028125691423447211 0.056614450160300644 -0.020901587478670602 -0.02788501272802367 -0.097038716901051481 0.040584781438651518 0.069566648559592367 leaf_weight=37.739169863888492 0.90020617010304604 9.8460860844934341 1.8538256743922819 3.5208586386870584 1.6820207461714742 5.180750101339072 leaf_count=439 124 513 55 74 16 75 internal_value=-0.00022021 -0.00107545 0.00283057 -0.00389481 -0.0525469 0.0438852 internal_weight=60.7229 59.8227 49.9766 42.942 5.20288 7.03458 internal_count=1296 1172 659 529 90 130 is_linear=0 shrinkage=0.1 Tree=380 num_leaves=7 num_cat=0 split_feature=1 4 21 20 3 8 split_gain=0.065591 5.47991e-11 2.32259e-11 1.93301e-11 1.06983e-11 1.30313e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.10112863300000001 0.90688898500000004 4.5000000000000009 7.3232742775501398 decision_type=8 10 10 8 10 10 left_child=2 3 -1 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075013686630523838 -0.075011138519709447 -0.075007809620154353 0.075007928747592212 -0.075018409220392102 -0.075005688815065724 -0.075017504510846489 leaf_weight=0.0086952884739730507 0.01563867594813928 0.027302331077862618 0.036052053997991607 0.0047725544718559823 0.034411893232800139 0.0014606098084186661 leaf_count=12 72 398 89 27 690 8 internal_value=-0.0227002 -0.0750083 0.075009 -0.0750128 -0.0750069 -0.0750083 internal_weight=0.128333 0.0835861 0.0447473 0.0204112 0.0631748 0.0287629 internal_count=1296 1195 101 99 1096 406 is_linear=0 shrinkage=0.1 Tree=381 num_leaves=7 num_cat=0 split_feature=20 20 20 19 21 19 split_gain=0.258731 0.557391 0.655253 0.575345 0.708373 1.15715 threshold=0.85959532825000007 0.7484559393500001 0.66396099315000012 0.56425379935000008 0.66330308690000017 0.3747323123500001 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=0.064949876645296875 0.040911989939056252 -0.063541402383785181 0.078559996777603239 -0.036770665032458037 -0.0024076290740044385 0.09486153118786031 leaf_weight=1.7411514532723229 1.5372959339729266 1.3758821172959859 1.0653605832485471 4.0774315251546787 48.307048851129366 1.2547998183144944 leaf_count=45 20 21 12 55 1127 16 internal_value=0.000421968 -0.000654534 0.000878351 -0.000616021 0.00225746 5.50177e-05 internal_weight=59.359 57.8217 56.4458 55.3804 51.303 49.5618 internal_count=1296 1276 1255 1243 1188 1143 is_linear=0 shrinkage=0.1 Tree=382 num_leaves=7 num_cat=0 split_feature=7 7 0 14 21 19 split_gain=0.315729 0.39598 0.380823 0.59637 0.310414 1.29612 threshold=82.887291079911066 79.482860341514581 0.059867500000000004 2.5000000000000004 0.53472303185000014 0.28174106175000008 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=-0.11384045824343159 -0.064984145770501212 0.085431382487157106 -0.076659342110709919 0.074210807077730034 0.015176072396790431 -0.0020363515661839414 leaf_weight=1.0699795744294531 0.73941031098365684 1.0612468631006771 0.51257443882059284 0.53596617886796594 9.1963481795128228 33.522236709984099 leaf_count=26 13 6 51 61 80 1059 internal_value=-0.000158903 0.000885415 0.0432009 0.000458603 -0.0011534 -0.00549459 internal_weight=46.6378 45.8984 2.10979 1.04854 43.7886 34.5922 internal_count=1296 1283 118 112 1165 1085 is_linear=0 shrinkage=0.1 Tree=383 num_leaves=7 num_cat=0 split_feature=0 4 4 5 4 4 split_gain=0.290261 3.0069 1.61817 0.65327 1.07892 2.81034 threshold=5.1500000000000012e-05 149.00000000000003 109.00000000000001 59.000000000000007 164.50000000000003 219.50000000000003 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=-0.08449059429634187 0.11552895174893835 0.086837481387945684 -0.047669748753886541 0.03648912109102153 -0.10595234396842286 0.0020192355165966711 leaf_weight=2.9328837372527223 1.2221734523773182 1.5742167830467222 2.8221631571650496 7.6136804521083823 2.5605092383921138 41.197477849658753 leaf_count=163 2 5 52 89 50 935 internal_value=-0.000245707 -0.02465 0.00173915 -0.000827029 0.00174633 -0.00429875 internal_weight=59.9231 4.5071 55.416 54.1938 51.3717 43.758 internal_count=1296 168 1128 1126 1074 985 is_linear=0 shrinkage=0.1 Tree=384 num_leaves=7 num_cat=0 split_feature=1 4 21 20 3 9 split_gain=0.0608873 3.96224e-11 2.32856e-11 1.22096e-11 8.42589e-12 1.04843e-11 threshold=1.0000000180025095e-35 109.00000000000001 0.10112863300000001 0.90688898500000004 4.5000000000000009 7.7271119458663193 decision_type=8 10 10 8 10 10 left_child=2 3 -1 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.07501326294533768 -0.075010265835871129 -0.075007232219791553 0.075007353428086065 -0.075016326115514842 -0.075005283625656727 -0.075016241826121086 leaf_weight=0.008338612038642168 0.014428133552428335 0.025312854849744326 0.03327777617960237 0.0043197294435231006 0.031902802392892227 0.0013610424211947239 leaf_count=12 72 398 89 27 690 8 internal_value=-0.0225183 -0.0750077 0.0750085 -0.0750117 -0.0750064 -0.0750077 internal_weight=0.118941 0.0773246 0.0416164 0.0187479 0.0585767 0.0266739 internal_count=1296 1195 101 99 1096 406 is_linear=0 shrinkage=0.1 Tree=385 num_leaves=7 num_cat=0 split_feature=15 14 16 7 7 6 split_gain=0.242884 0.331933 0.312774 0.281385 1.03297 1.01004 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 73.492879307441498 72.192781170150241 102.89534848639566 decision_type=10 8 10 10 10 8 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.00069148964887808971 -0.077494531513876433 0.083447591578898 0.075513866362180423 -0.068160054919533489 -0.081992455375662965 0.02708064541004588 leaf_weight=45.199251321486372 1.1001222341437809 0.18842889275401842 0.15206443634815525 1.2618788736872346 1.5631844587624062 9.4700737352250144 leaf_count=709 93 10 79 15 16 374 internal_value=0.000262746 -0.0402929 -0.0589133 0.00127893 -0.00207249 0.0158821 internal_weight=58.935 1.44062 1.25219 57.4944 46.7624 10.732 internal_count=1296 182 172 1114 725 389 is_linear=0 shrinkage=0.1 Tree=386 num_leaves=7 num_cat=0 split_feature=20 21 21 20 21 21 split_gain=0.726118 0.37778 1.06844 1.02655 0.89655 0.716862 threshold=0.14944741705 0.53472303185000014 0.80861896420000012 0.24908325235000003 0.49659266935000007 0.29995951735000004 decision_type=8 10 10 8 10 8 left_child=-1 3 -3 -2 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.10439088365099747 -0.10030160105410973 0.049976337394995657 -0.020585721938457813 0.035882858626814944 -0.10530642409028988 -0.0037354084736400716 leaf_weight=0.65606287646869532 1.0506254336169147 5.0833108006063394 3.7135273582516675 5.3965592315835238 0.79093241958435001 29.716007331296169 leaf_count=21 9 45 26 42 11 1142 internal_value=6.64878e-05 0.00156439 0.020189 -0.00286916 -1.80405e-05 0.00235365 internal_weight=46.407 45.751 8.79684 36.9541 35.9035 35.1126 internal_count=1296 1275 71 1204 1195 1184 is_linear=0 shrinkage=0.1 Tree=387 num_leaves=7 num_cat=0 split_feature=21 21 19 21 20 7 split_gain=0.603781 0.307382 1.11493 0.767207 0.792266 0.851019 threshold=0.15208844065000002 0.52044241275000014 0.30279485870000006 0.79236473745000013 0.5646458456500002 87.44524843734844 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=-0.083625066858876065 0.017231875194594473 -0.10042056750168393 -0.055405094073561346 0.068651573516445297 -0.0010765508052804262 0.08517658032300833 leaf_weight=0.8564131754369555 9.6800835132080447 0.77971944650744263 3.6541086269262442 1.6644657477736462 41.597229258230072 1.1762507706880558 leaf_count=30 66 9 66 5 1116 4 internal_value=-0.000267506 0.00095173 -0.0022729 0.0020208 -0.000525619 0.00129537 internal_weight=59.4083 58.5519 48.8718 45.2177 43.5532 42.7735 internal_count=1296 1266 1200 1134 1129 1120 is_linear=0 shrinkage=0.1 Tree=388 num_leaves=7 num_cat=0 split_feature=1 4 21 20 3 8 split_gain=0.0563387 3.05602e-11 1.84306e-11 9.95289e-12 6.64072e-12 7.97085e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.10112863300000001 0.90688898500000004 4.5000000000000009 7.3232742775501398 decision_type=8 10 10 8 10 10 left_child=2 3 -1 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.07501228058109416 -0.075009425173799771 -0.075006703708680428 0.075006817438264095 -0.075015126909273144 -0.075004897030701123 -0.075014896147835186 leaf_weight=0.0077234071795828632 0.013226829440100119 0.023461304067041056 0.030806982329522725 0.0039835409370425614 0.029549484126050629 0.001250945766514632 leaf_count=12 72 398 89 27 690 8 internal_value=-0.0224616 -0.0750071 0.0750079 -0.0750107 -0.0750059 -0.0750071 internal_weight=0.110002 0.0714721 0.0385304 0.0172104 0.0542617 0.0247122 internal_count=1296 1195 101 99 1096 406 is_linear=0 shrinkage=0.1 Tree=389 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 19 split_gain=0.258383 0.589422 0.480877 0.659846 0.87936 0.669768 threshold=0.21159832495000003 0.32197624670000008 0.85959532825000007 0.69410890325000019 0.54790122320000012 0.3747323123500001 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=0.029265647082311642 -0.060568797553324921 -0.064312729694047471 0.068123143945842249 -0.081351261649418097 0.070252519913792541 0.00048556053615260962 leaf_weight=2.9261505712638609 1.6246051949929095 1.649395118904067 1.0334275179193344 0.99665837156498938 1.7608242375645193 48.488889918215136 leaf_count=39 24 13 14 17 22 1167 internal_value=0.000303108 -0.00122242 0.000565379 -0.000754501 0.000793261 -0.0016461 internal_weight=58.48 55.5538 53.9292 52.8958 51.8991 50.1383 internal_count=1296 1257 1233 1219 1202 1180 is_linear=0 shrinkage=0.1 Tree=390 num_leaves=7 num_cat=0 split_feature=0 5 5 5 4 4 split_gain=0.313036 1.11334 0.707687 0.734845 0.545411 0.620461 threshold=0.0048770000000000003 108.50000000000001 97.000000000000014 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=-0.07574578047975844 -0.080036153814895095 0.084528338958891988 -0.019433935091551186 0.083454914840790984 -0.081013793518319707 0.0012049047590833636 leaf_weight=0.33644189578035311 1.7772709162672971 0.764161616563796 1.9469887241721151 2.0976308882236481 0.94054414331912894 38.045819828883396 leaf_count=169 150 3 13 11 28 922 internal_value=8.12006e-05 -0.00260086 0.0255043 0.0614499 0.000861318 -0.000778617 internal_weight=45.9089 41.5278 4.38106 2.43407 39.7505 38.9864 internal_count=1296 1103 193 180 953 950 is_linear=0 shrinkage=0.1 Tree=391 num_leaves=7 num_cat=0 split_feature=19 19 21 19 21 20 split_gain=0.266327 0.647732 0.448131 0.483349 0.784895 1.24703 threshold=0.050780911150000003 0.15358416655000004 0.91116613535000013 0.32100081675000008 0.52044241275000014 0.76592940720000013 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=0.052132616179422719 -0.086538062105831398 -0.049633146454156063 0.069549131234558248 0.0061035686372069723 -0.047528430661593617 -0.10109234780768915 leaf_weight=0.95224534399858385 0.87567702678006754 1.9722985932839945 0.91487747072187531 49.831431478447485 3.1682791922885363 1.1093831957459759 leaf_count=9 18 20 7 1169 59 14 internal_value=-0.000322703 -0.00118582 0.00012551 -0.00100702 0.000765418 0.00376907 internal_weight=58.8242 57.8719 56.9963 56.0814 54.1091 50.9408 internal_count=1296 1287 1269 1262 1242 1183 is_linear=0 shrinkage=0.1 Tree=392 num_leaves=7 num_cat=0 split_feature=1 4 21 20 3 8 split_gain=0.0520021 2.424e-11 1.71182e-11 7.78424e-12 5.31833e-12 6.3491e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.10112863300000001 0.90688898500000004 4.5000000000000009 7.3232742775501398 decision_type=8 10 10 8 10 10 left_child=2 3 -1 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075011688294078199 -0.075008735110910663 -0.075006212864583852 0.075006267310862448 -0.075013974344850409 -0.075004530568775984 -0.075013813044071634 leaf_weight=0.0073425687442068002 0.012268813205082552 0.02164781625424439 0.028185129980556667 0.00368836753477808 0.027337689840351231 0.0011579641904972951 leaf_count=12 72 398 89 27 690 8 internal_value=-0.022564 -0.0750066 0.0750074 -0.0750099 -0.0750055 -0.0750066 internal_weight=0.101628 0.0661007 0.0355277 0.0159572 0.0501435 0.0228058 internal_count=1296 1195 101 99 1096 406 is_linear=0 shrinkage=0.1 Tree=393 num_leaves=7 num_cat=0 split_feature=7 7 7 6 3 2 split_gain=0.231378 0.351621 0.628396 0.377069 1.13838 1.9537 threshold=83.814145346247159 78.999015316736262 76.62989104726735 83.77714566791245 2.5000000000000004 5.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.003587984995013508 0.042550079786662642 -0.041824767650951333 0.057721667155444467 -0.015201635181271706 0.11206315887642913 -0.0011371488584688272 leaf_weight=32.743535355693894 1.2747851908206929 1.989687920839059 1.8840507163549762 13.89357467467198 2.4774614460766307 3.9641756927594543 leaf_count=432 9 144 131 384 39 157 internal_value=0.000415792 -0.000527312 0.000967681 -0.00104682 0.00397194 0.0423998 internal_weight=58.2273 56.9525 54.9628 53.0787 39.1852 6.44164 internal_count=1296 1287 1143 1012 628 196 is_linear=0 shrinkage=0.1 Tree=394 num_leaves=7 num_cat=0 split_feature=4 4 4 3 4 8 split_gain=0.293258 1.18801 0.80189 1.03363 1.68107 0.76445 threshold=5872.0000000000009 7255.5000000000009 2306.5000000000005 6.5000000000000009 343.00000000000006 6.260304336777474 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 -1 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=0.0008768478485455223 0.09108116921231528 -0.06241402702864244 -0.073478155418659999 0.044192572839111127 -0.074123817005457629 0.019953063450072819 leaf_weight=28.85419708682366 1.7125005568377663 1.6030124202370641 1.5747936854313582 4.5167825865210025 3.3338031407911322 3.7928473682259209 leaf_count=456 48 92 167 173 183 177 internal_value=-0.000139093 0.0185141 -0.00360292 -0.000604968 -0.00689119 -0.00451671 internal_weight=45.3879 7.10836 38.2796 36.7048 32.188 5.39586 internal_count=1296 317 979 812 639 269 is_linear=0 shrinkage=0.1 Tree=395 num_leaves=7 num_cat=0 split_feature=0 4 0 0 0 6 split_gain=0.275538 2.75202 1.43856 1.26064 3.79439 1.05845 threshold=5.1500000000000012e-05 163.00000000000003 0.00039100000000000002 0.030054500000000001 0.031714500000000007 109.1549760003354 decision_type=8 10 8 8 8 10 left_child=1 -1 -2 5 -5 -4 right_child=2 -3 3 4 -6 -7 leaf_value=-0.083810806484473144 0.083424737841647931 0.085759489556132759 -0.085617501764155821 0.25992033463522402 -0.00042622409047589024 0.053320189327497991 leaf_weight=2.7538775686487034 2.0690901950001708 1.4668955802917478 2.8739602335263039 0.56640014256117766 48.096260798614821 0.67758974063326594 leaf_count=163 5 5 88 5 964 66 internal_value=-0.000266719 -0.024878 0.00164692 -0.00159368 0.00260403 -0.05911 internal_weight=58.5041 4.22077 54.2833 52.2142 48.6627 3.55155 internal_count=1296 168 1128 1123 969 154 is_linear=0 shrinkage=0.1 Tree=396 num_leaves=7 num_cat=0 split_feature=1 4 21 20 3 8 split_gain=0.0475092 1.8506e-11 1.40213e-11 5.21394e-12 4.13049e-12 5.23129e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.10112863300000001 0.90688898500000004 4.5000000000000009 7.1962823213817613 decision_type=8 10 10 8 10 8 left_child=2 3 -1 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075010786935722912 -0.075008106110005968 -0.075005731853432581 0.075005669471723491 -0.075012583214055614 -0.07500419710912673 -0.075012927504128149 leaf_weight=0.0067747008870355776 0.011384529010683764 0.01993365016687676 0.025531012775900308 0.0033715276076691234 0.025172985770836931 0.0010642860979714888 leaf_count=12 72 398 89 27 690 8 internal_value=-0.0230257 -0.075006 0.0750067 -0.0750091 -0.0750051 -0.0750061 internal_weight=0.0932327 0.060927 0.0323057 0.0147561 0.0461709 0.0209979 internal_count=1296 1195 101 99 1096 406 is_linear=0 shrinkage=0.1 Tree=397 num_leaves=7 num_cat=0 split_feature=5 4 4 0 4 5 split_gain=0.23213 1.56325 1.2008 1.96698 1.05658 0.571359 threshold=59.000000000000007 163.00000000000003 109.00000000000001 5.1500000000000012e-05 126.00000000000001 76.000000000000014 decision_type=8 10 10 8 8 8 left_child=1 2 3 -1 -2 -6 right_child=4 -3 -4 -5 5 -7 leaf_value=0.083304680207734058 -0.04999424397897026 -0.049828323268175129 0.085177778355902178 -0.10529108059747046 0.068005979923548607 0.00050122810657591437 leaf_weight=1.1124119403102661 4.202003374695777 2.4538050331175327 3.2307540476322174 1.0997165441513059 1.2906040772795666 44.00970274937572 leaf_count=120 34 28 71 2 27 1014 internal_value=0.000514817 0.016437 0.0463113 -0.010452 -0.00202512 0.00242444 internal_weight=57.399 7.89669 5.44288 2.21213 49.5023 45.3003 internal_count=1296 221 193 122 1075 1041 is_linear=0 shrinkage=0.1 Tree=398 num_leaves=7 num_cat=0 split_feature=0 3 3 4 4 8 split_gain=0.302582 1.0198 0.593862 0.505738 0.567209 0.763111 threshold=0.0048770000000000003 1.5000000000000002 1.5000000000000002 126.00000000000001 168.50000000000003 4.4308176195396909 decision_type=8 8 10 8 8 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.060702930759386022 -0.079701718163485633 0.083746327809076371 -0.016249085143836391 -0.080577191033498807 0.048860369188621751 -0.0035522300709319669 leaf_weight=2.2099505718756509 1.6580951947253186 0.71424061059951682 1.836083188652992 0.87916099838912387 3.0221725367009631 34.368056389139383 leaf_count=180 152 3 13 28 44 876 internal_value=-0.000297202 -0.00289351 0.0257822 0.000373386 -0.00118264 0.000684169 internal_weight=44.6878 40.6417 4.04603 38.9836 38.2694 37.3902 internal_count=1296 1103 193 951 948 920 is_linear=0 shrinkage=0.1 Tree=399 num_leaves=7 num_cat=0 split_feature=0 6 4 4 6 0 split_gain=0.257991 0.755132 0.684774 0.995085 0.671595 0.616821 threshold=18.636041000000002 91.780055058083263 23996.500000000004 4353.5000000000009 98.812382309715773 31.825229500000003 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=0.002570860546681967 -0.07950643477966618 0.083372485700702118 0.071275183741267303 -0.073999119838354138 -0.085016215863761624 0.015943219580240222 leaf_weight=49.5115059109919 1.5658958852291096 0.81796021759510074 1.3821868773084123 1.7574853281548701 0.94541895389556918 1.6814047434600068 leaf_count=819 37 4 40 299 37 60 internal_value=-0.000244909 -0.0219276 0.00181858 -5.39349e-05 0.00424597 -0.020393 internal_weight=57.6619 5.01068 52.6512 51.269 3.44478 2.62682 internal_count=1296 138 1158 1118 101 97 is_linear=0 shrinkage=0.1 Tree=400 num_leaves=7 num_cat=0 split_feature=1 4 21 20 3 8 split_gain=0.0458405 1.48796e-11 1.48423e-11 4.15686e-12 3.1906e-12 4.70005e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.10112863300000001 0.90688898500000004 23.500000000000004 7.3232742775501398 decision_type=8 10 10 8 10 10 left_child=2 3 -1 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075010854075396788 -0.075007532819428457 -0.075004629671119094 0.075005593013739713 -0.075011708125163515 -0.07500200105461037 -0.075008670531785518 leaf_weight=0.0068131019943393758 0.010573265173661639 0.035249607003265737 0.025182387777022086 0.0030787635623710239 0.0040275175633723839 0.0031343702157755607 leaf_count=12 72 956 89 27 110 30 internal_value=-0.0204999 -0.0750056 0.0750067 -0.0750085 -0.0750047 -0.075005 internal_weight=0.088059 0.0560635 0.0319955 0.013652 0.0424115 0.038384 internal_count=1296 1195 101 99 1096 986 is_linear=0 shrinkage=0.1 Tree=401 num_leaves=7 num_cat=0 split_feature=0 6 0 0 4 3 split_gain=0.22384 0.383142 0.390281 0.927634 1.19804 1.92128 threshold=45.141901000000011 128.71147821476768 24.845167500000006 4.7126015000000008 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=0.001750993683959404 -0.046954881729001828 0.059250521625902768 0.026812814974727279 -0.037585911501638203 0.031644697251528422 -0.075853370198685779 leaf_weight=28.631721246074449 0.97958234185352822 1.1166960150003422 4.963491109898313 6.5730244979495174 10.758657863188999 3.5902306642383328 leaf_count=401 25 13 100 175 560 22 internal_value=0.000432019 0.00126639 7.86797e-05 -0.00259912 0.00275141 -0.00689583 internal_weight=56.6134 55.6338 54.5171 49.5536 42.9806 32.222 internal_count=1296 1271 1258 1158 983 423 is_linear=0 shrinkage=0.1 Tree=402 num_leaves=7 num_cat=0 split_feature=0 2 4 8 8 5 split_gain=0.30067 0.360818 1.01611 0.726928 0.67659 1.32167 threshold=60.179807500000003 12.500000000000002 6106.0000000000009 6.8666731730778698 5.2765744525908849 10863.500000000002 decision_type=10 10 10 10 10 10 left_child=1 2 4 -3 -1 -6 right_child=-2 3 -4 -5 5 -7 leaf_value=0.0029856638485368427 0.058806800473296152 -0.06341989671368814 0.065603098130815857 0.014251599634937925 -0.062639593414263381 0.06786767675864433 leaf_weight=31.234507419920646 0.84155054623260994 2.5888424409495192 2.3367106998339287 2.2540856704290491 3.9424124583019866 0.96615500608459104 leaf_count=514 15 228 54 115 358 12 internal_value=-0.000393986 -0.00154397 0.00169364 -0.0272686 -0.00243822 -0.0369518 internal_weight=44.1643 43.3227 38.4798 4.84293 36.1431 4.90857 internal_count=1296 1281 938 343 884 370 is_linear=0 shrinkage=0.1 Tree=403 num_leaves=7 num_cat=0 split_feature=6 4 2 8 10 8 split_gain=0.24317 0.847743 0.992909 0.864561 0.729384 0.708657 threshold=107.21822063993751 343.00000000000006 3.5000000000000004 4.9832505117797021 35.000000000000007 7.4822087945420437 decision_type=10 8 10 10 10 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=0.0028269095686461296 -0.083515215976693535 0.052824313540224543 0.054453207087867578 -0.081586884877749621 0.060631790282512046 0.023890600866259378 leaf_weight=47.374027071524552 1.5066471993923158 2.350645326077939 1.1068464666604994 3.0882122583789173 0.57719553838251147 0.80248413258232165 leaf_count=796 24 15 9 334 72 46 internal_value=-9.24673e-05 -0.0147555 -0.00168406 -0.0246681 -0.0442691 -0.0598314 internal_weight=56.8061 9.43203 7.92538 5.57474 4.46789 3.8907 internal_count=1296 500 476 461 452 380 is_linear=0 shrinkage=0.1 Tree=404 num_leaves=7 num_cat=0 split_feature=1 4 20 20 3 8 split_gain=0.0424184 1.19352e-11 6.71612e-12 3.30181e-12 2.50967e-12 3.34667e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.14944741705 0.90688898500000004 23.500000000000004 7.2916023631910933 decision_type=8 10 10 8 10 8 left_child=2 3 -1 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075009192184422369 -0.075006969568390452 -0.075004273936980184 0.075005475869583838 -0.075010837641175332 -0.075001806860280351 -0.075007860346713154 leaf_weight=0.0061234915046952656 0.0097823778542078799 0.032351350771818943 0.023621681255463045 0.0028496541926870131 0.0036480314870459543 0.0028294798212300512 leaf_count=14 72 956 87 27 110 30 internal_value=-0.0200571 -0.0750052 0.0750062 -0.0750078 -0.0750043 -0.0750046 internal_weight=0.0812061 0.0514609 0.0297452 0.012632 0.0388289 0.0351808 internal_count=1296 1195 101 99 1096 986 is_linear=0 shrinkage=0.1 Tree=405 num_leaves=7 num_cat=0 split_feature=15 14 16 0 0 0 split_gain=0.240382 0.275063 0.28151 0.254153 3.09312 1.31475 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.04728050000000001 0.041996000000000006 0.055514500000000008 decision_type=10 8 10 8 10 8 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0049294311542272002 -0.077279432146248384 0.081452843852887757 0.075446235677294041 0.081625422343960932 -0.15560825322959326 0.0012675604908828565 leaf_weight=12.928478665082364 1.0091581229353308 0.15870835562236618 0.13708414236316468 2.1512050889432421 1.3229849516646925 38.033340801077429 leaf_count=365 93 10 79 30 7 712 internal_value=0.000483447 -0.0419307 -0.0590143 0.00150021 -0.00997353 0.00556937 internal_weight=55.741 1.30495 1.14624 54.436 14.2515 40.1845 internal_count=1296 182 172 1114 372 742 is_linear=0 shrinkage=0.1 Tree=406 num_leaves=7 num_cat=0 split_feature=5 19 19 20 20 21 split_gain=0.237479 0.258555 1.44743 0.997305 0.933862 0.75481 threshold=59.000000000000007 0.40312505175000007 0.48125046350000006 0.30108552495000002 0.33308090295000004 0.39968511765000009 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=-0.075575178330134399 -0.016316432186735872 0.084017838067264816 -0.068273139975638927 0.092418167196033685 -0.043600421258328408 0.0057804009107000629 leaf_weight=0.41446514339668183 7.554556418210268 2.12814811617136 2.0695369150489569 1.1358126997947691 3.5015427023172379 26.68903519507149 leaf_count=221 32 6 11 3 13 1010 internal_value=-0.000241504 0.000483291 0.00405592 -0.00103963 0.00340206 5.31486e-05 internal_weight=43.4931 43.0786 35.5241 33.3959 31.3264 30.1906 internal_count=1296 1075 1043 1037 1026 1023 is_linear=0 shrinkage=0.1 Tree=407 num_leaves=7 num_cat=0 split_feature=9 8 5 0 0 2 split_gain=0.234003 1.07934 1.17255 1.74273 1.07705 1.06313 threshold=6.0865556372042251 5.2927476730057128 169.00000000000003 10.028799000000001 0.23550500000000002 4.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 -1 -4 5 -3 right_child=-2 4 3 -5 -6 -7 leaf_value=0.0028435606199653466 -0.014387866074946125 0.08123442319451607 -0.094018767760542368 0.038518294372300303 0.066909733284566494 -0.089752077337741931 leaf_weight=35.640193161098296 9.698449553743556 0.56448048353195091 3.0672800412867209 1.4664055649191139 4.5008097803220153 1.0219833208248017 leaf_count=439 637 4 74 16 75 51 internal_value=-0.00026475 0.0026961 -0.00324971 -0.0511501 0.0419364 -0.0289133 internal_weight=55.9596 46.2612 40.1739 4.53369 6.08727 1.58646 internal_count=1296 659 529 90 130 55 is_linear=0 shrinkage=0.1 Tree=408 num_leaves=7 num_cat=0 split_feature=1 4 21 20 3 13 split_gain=0.0392104 9.80856e-12 9.66258e-12 2.55252e-12 1.98349e-12 1.15491e-12 threshold=1.0000000180025095e-35 109.00000000000001 0.10112863300000001 0.90688898500000004 23.500000000000004 49199.500000000007 decision_type=8 10 10 8 10 10 left_child=2 3 -1 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=0.075009387556321083 -0.075006520698998935 -0.075004416512261099 0.075004818972073423 -0.075010051312110165 -0.075001673586797407 -0.075002374469596539 leaf_weight=0.0058891693188343188 0.0090530422075971728 0.029337971806739915 0.02164266440377105 0.0026462750320206405 0.0033669835377168047 0.0030583323641621965 leaf_count=12 72 913 89 27 110 73 internal_value=-0.0199332 -0.0750048 0.0750058 -0.0750073 -0.075004 -0.0750042 internal_weight=0.0749944 0.0474626 0.0275318 0.0116993 0.0357633 0.0323963 internal_count=1296 1195 101 99 1096 986 is_linear=0 shrinkage=0.1 Tree=409 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 21 split_gain=0.2337 0.345414 0.437377 0.313668 1.38654 0.985958 threshold=0.10112863300000001 0.81138874015000007 0.62463113700000006 0.38110537085000001 0.30279485870000006 0.55970141550000008 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=0.048709333991746637 -0.03137038524867658 0.056692973178787721 -0.041640390404103389 0.0017217374493205151 0.073786911951533904 -0.067641633463897163 leaf_weight=0.98728941200533882 2.9021636215547915 1.039927034798892 2.5827449687021717 42.962864681867359 2.5801525568531352 2.1519064336898728 leaf_count=18 37 25 36 1123 42 15 internal_value=0.000493634 -0.000384328 -0.00150047 0.000548486 0.0024907 -0.00158679 internal_weight=55.207 54.2198 53.1798 50.5971 47.6949 45.1148 internal_count=1296 1278 1253 1217 1180 1138 is_linear=0 shrinkage=0.1 Tree=410 num_leaves=7 num_cat=0 split_feature=0 3 3 5 5 3 split_gain=0.284341 0.972175 0.535478 0.619777 0.383926 0.95398 threshold=0.0048770000000000003 1.5000000000000002 1.5000000000000002 59.000000000000007 126.00000000000001 3.5000000000000004 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=-0.075656634758478947 -0.079746126370343784 0.045287961497051686 -0.015132620925766041 0.082135995840984327 -0.078164904310536826 0.0016157338850584643 leaf_weight=0.28929552510407996 1.5769293244229619 1.8135170582681883 1.7392026409506796 1.7836038917303085 1.5673343176022161 34.27731431673601 leaf_count=169 152 19 13 11 98 834 internal_value=-0.000289421 -0.00282275 0.0257843 0.0601143 0.000398399 -0.00187273 internal_weight=43.0472 39.2351 3.8121 2.0729 37.6582 35.8446 internal_count=1296 1103 193 180 951 932 is_linear=0 shrinkage=0.1 Tree=411 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 19 split_gain=0.546575 0.277328 0.879722 0.514939 1.36571 1.03341 threshold=0.15208844065000002 0.71573109515000011 0.61277817545000013 0.53332788120000008 0.23597926915000003 0.40312505175000007 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=-0.083180174531875706 -0.11767071244866439 0.023469195433797291 -0.08287079036701353 0.055552483658258635 0.0038516170466135948 -0.092415060572199711 leaf_weight=0.78329443530628851 0.98351105642313996 4.9705679308699464 1.2880232893639902 1.6627053009297004 44.400024989968188 1.1438439733565235 leaf_count=30 7 41 20 11 1165 22 internal_value=-0.000240774 0.000952386 -0.00130965 0.000870313 -0.00108381 0.00143386 internal_weight=55.232 54.4487 49.4781 48.1901 46.5274 45.5439 internal_count=1296 1266 1225 1205 1194 1187 is_linear=0 shrinkage=0.1 Tree=412 num_leaves=7 num_cat=0 split_feature=1 21 4 20 3 8 split_gain=0.0366312 9.35786e-12 7.84232e-12 2.04201e-12 1.57275e-12 2.13903e-12 threshold=1.0000000180025095e-35 0.10112863300000001 109.00000000000001 0.90688898500000004 23.500000000000004 7.3232742775501398 decision_type=8 10 10 8 10 10 left_child=1 -1 3 -2 5 -4 right_child=2 -3 4 -5 -6 -7 leaf_value=0.075009100784852276 -0.075006045023716758 0.075004512260852238 -0.075003658714832624 -0.075009324845741979 -0.075001550168606865 -0.07500674852447746 leaf_weight=0.0057005009730346492 0.0083759243534586858 0.020173490280285478 0.027506843308970019 0.0024545449086872404 0.0031171556645404044 0.0024392320774495593 leaf_count=12 72 89 956 27 110 30 internal_value=-0.0193719 0.0750055 -0.0750045 -0.0750068 -0.0750037 -0.0750039 internal_weight=0.0697677 0.025874 0.0438937 0.0108305 0.0330632 0.0299461 internal_count=1296 101 1195 99 1096 986 is_linear=0 shrinkage=0.1 Tree=413 num_leaves=7 num_cat=0 split_feature=20 5 4 4 0 4 split_gain=0.227869 0.235907 1.38826 1.09068 1.7963 0.881297 threshold=0.14944741705 59.000000000000007 163.00000000000003 109.00000000000001 5.1500000000000012e-05 164.50000000000003 decision_type=8 8 10 10 8 8 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=0.046253555251929319 0.083406924589652695 -0.032056667536248765 -0.046993177960478166 0.084222665486992185 -0.10222372543758718 0.0035183634129636967 leaf_weight=1.0689140956310437 1.0366717127362783 8.5342862941324693 2.3749057687819004 2.9999388568103313 1.0485601425170896 37.835589112481102 leaf_count=21 106 90 28 71 2 978 internal_value=0.000534 -0.000373864 0.0161307 0.0456112 -0.00993756 -0.00302915 internal_weight=54.8989 53.83 7.46008 5.08517 2.08523 46.3699 internal_count=1296 1275 207 179 108 1068 is_linear=0 shrinkage=0.1 Tree=414 num_leaves=7 num_cat=0 split_feature=0 3 3 5 8 6 split_gain=0.26219 0.891662 0.497114 0.570393 0.343424 1.1585 threshold=0.0048770000000000003 1.5000000000000002 1.5000000000000002 59.000000000000007 4.4308176195396909 84.854839424013804 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=-0.075607626602976638 -0.079387231155825522 0.026691273162306663 -0.013791882008965008 0.081625494919022087 -0.076485231053616945 0.0014490446230069336 leaf_weight=0.26772936423276328 1.4663366505410511 4.3003249522298566 1.7366630081087349 1.6690751612186432 2.0326609353069207 30.948365568452573 leaf_count=169 152 75 13 11 180 696 internal_value=-0.000476304 -0.00289695 0.0250567 0.0598908 0.000111535 -0.00335414 internal_weight=42.4212 38.7477 3.67347 1.9368 37.2814 32.981 internal_count=1296 1103 193 180 951 876 is_linear=0 shrinkage=0.1 Tree=415 num_leaves=7 num_cat=0 split_feature=0 0 8 9 0 0 split_gain=0.232423 1.30737 0.966112 1.21006 0.76996 3.6501 threshold=7.7161375000000012 8.0202915000000008 4.4954850976912946 7.3929686375397736 0.15951900000000005 0.19793400000000003 decision_type=10 8 10 10 10 8 left_child=4 -2 -3 -4 -1 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.0037991773628704602 -0.12711932332832349 -0.040436184904749289 0.069707134897444609 -0.041632052770539836 0.22139252178985652 0.0080515909895739861 leaf_weight=36.803868637573714 0.93082710076123198 3.5299121756106624 2.7564716637134552 1.5113442367874084 0.88665637144003717 8.3962498784640047 leaf_count=631 10 57 30 116 78 374 internal_value=-0.000141549 -0.0151041 -0.00173266 0.030279 0.00269227 0.0284288 internal_weight=54.8153 8.72856 7.79773 4.26782 46.0868 9.28291 internal_count=1296 213 203 146 1083 452 is_linear=0 shrinkage=0.1 Tree=416 num_leaves=7 num_cat=0 split_feature=1 21 4 20 3 9 split_gain=0.0349819 8.9373e-12 6.24916e-12 1.71071e-12 1.25823e-12 7.35551e-13 threshold=1.0000000180025095e-35 0.10112863300000001 109.00000000000001 0.90688898500000004 4.5000000000000009 7.5197737497599038 decision_type=8 10 10 8 10 10 left_child=1 -1 3 -2 5 -4 right_child=2 -3 4 -5 -6 -7 leaf_value=0.075008920090179926 -0.075005595955504226 0.075004398292893695 -0.075003918690301041 -0.075008728957169257 -0.075002832078442438 -0.075006727860641484 leaf_weight=0.005625514517305418 0.0077630605665035546 0.019601159230660414 0.01289279293268919 0.0022473662793345284 0.016599998284846151 0.0010047231589851444 leaf_count=12 72 89 390 27 690 16 internal_value=-0.0174357 0.0750054 -0.0750041 -0.0750063 -0.0750034 -0.0750041 internal_weight=0.0657346 0.0252267 0.0405079 0.0100104 0.0304975 0.0138975 internal_count=1296 101 1195 99 1096 406 is_linear=0 shrinkage=0.1 Tree=417 num_leaves=7 num_cat=0 split_feature=15 16 3 3 4 4 split_gain=0.221212 0.258951 0.252674 0.587897 0.490365 1.23048 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 39.000000000000007 6106.0000000000009 1992.0000000000002 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=-0.00079133462627656043 -0.059386253703885561 0.075493346878865497 0.069589508395022051 -0.015476474908454324 -0.036302976397837659 0.08282597721284933 leaf_weight=44.555140530355857 1.0650013685808504 0.16429845977108937 1.6839729979401448 1.569781180587597 3.5004841421032316 1.8322411401895795 leaf_count=688 96 86 63 62 159 142 internal_value=0.000578808 -0.0413593 0.00154894 0.0285492 -0.000212053 0.00251144 internal_weight=54.3709 1.2293 53.1416 3.25375 49.8879 46.3874 internal_count=1296 182 1114 125 989 830 is_linear=0 shrinkage=0.1 Tree=418 num_leaves=7 num_cat=0 split_feature=0 3 4 6 11 8 split_gain=0.245332 0.310303 0.643252 0.952155 0.594424 0.577946 threshold=60.179807500000003 14.500000000000002 6106.0000000000009 84.887683033675486 6.5000000000000009 5.2765744525908849 decision_type=10 10 10 10 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=0.0020338443386981155 0.055969928987238127 -0.02953044244546656 -0.076691286751467691 0.091854274561308014 -0.025695295582308725 -0.036961678870853033 leaf_weight=29.98326780566822 0.75393663113936682 3.6258910773904054 0.54519430687650983 2.1442535496898931 0.53814871923532326 4.3523518605798008 leaf_count=515 15 173 60 24 81 428 internal_value=-0.000558996 -0.00159372 0.00110295 0.0437847 0.0682713 -0.00290919 internal_weight=41.943 41.1891 37.5632 3.2276 2.6824 34.3356 internal_count=1296 1281 1108 165 105 943 is_linear=0 shrinkage=0.1 Tree=419 num_leaves=7 num_cat=0 split_feature=9 6 10 6 6 3 split_gain=0.221665 0.734799 0.819516 0.527194 1.02305 0.873179 threshold=6.0865556372042251 126.74210505690918 13.500000000000002 81.725922209882626 107.76226294675422 2.5000000000000004 decision_type=10 10 10 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0036477233184939481 -0.057890982128328099 0.036082847112728376 0.010382470158117149 0.053150900253987714 -0.034970547474559764 -0.044531667307412315 leaf_weight=33.864574443393167 4.2281183543382195 2.2361072563217022 3.0095908741714084 4.787170968251302 1.8176833316683767 4.2317306685727081 leaf_count=433 199 51 387 100 25 101 internal_value=-0.000126962 -0.0140216 -0.0295015 0.00281782 0.0288995 -0.00170403 internal_weight=54.175 9.47382 7.23771 44.7012 6.60485 38.0963 internal_count=1296 637 586 659 125 534 is_linear=0 shrinkage=0.1 Tree=420 num_leaves=7 num_cat=0 split_feature=1 21 4 20 4 3 split_gain=0.0323883 7.1024e-12 5.09303e-12 1.36131e-12 9.6689e-13 6.18356e-13 threshold=1.0000000180025095e-35 0.10112863300000001 109.00000000000001 0.90688898500000004 343.00000000000006 23.500000000000004 decision_type=8 10 10 8 10 10 left_child=1 -1 3 -2 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=0.07500826868082848 -0.075005182423863656 0.075004082844420839 -0.075004003786199924 -0.075008086136274896 -0.07500296345947545 -0.075001325198091107 leaf_weight=0.0052157228201394892 0.0071870178180688526 0.018192926134361187 0.0087522413632541429 0.0020823320883209817 0.016676557414143645 0.00267326588209471 leaf_count=12 72 89 256 27 730 110 internal_value=-0.0172299 0.075005 -0.0750038 -0.0750058 -0.0750031 -0.0750027 internal_weight=0.0607801 0.0234086 0.0373714 0.00926935 0.0281021 0.0193498 internal_count=1296 101 1195 99 1096 840 is_linear=0 shrinkage=0.1 Tree=421 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.214765 0.523588 0.437536 0.762601 1.14714 0.997271 threshold=0.21159832495000003 0.32197624670000008 0.39968511765000009 0.62463113700000006 0.30279485870000006 0.54790122320000012 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=0.026956142715995491 -0.058663954216448544 0.06120864177429787 -0.084793812315478556 -0.062762876715615895 0.065677489239709022 0.0007854303081294995 leaf_weight=2.9152903645590413 1.5249234194125163 1.1717299694319079 1.407163674070034 1.8979652284760948 2.659036091703455 42.13071350986138 leaf_count=39 24 12 11 42 42 1126 internal_value=0.00056112 -0.00095388 0.00083239 -0.00063855 0.00191378 -0.00198053 internal_weight=53.7068 50.7915 49.2666 48.0949 46.1969 43.5379 internal_count=1296 1257 1233 1221 1179 1137 is_linear=0 shrinkage=0.1 Tree=422 num_leaves=7 num_cat=0 split_feature=21 21 19 19 20 20 split_gain=0.687778 0.407634 1.14588 1.10297 0.935001 0.769647 threshold=0.93422265705000018 0.53472303185000014 0.28174106175000008 0.30279485870000006 0.24908325235000003 0.78337325670000013 decision_type=10 10 8 8 8 10 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=-0.10891867695128724 -0.10381886497414083 0.021109150179211916 0.12920125777521882 -0.094235295801885666 -0.0038149231205973516 0.066757979068513759 leaf_weight=1.007498811586174 0.6350642870925175 8.1181678869443186 0.6414947159400981 1.0902901464853583 28.269310683589094 1.6346670289331076 leaf_count=26 5 75 3 13 1162 12 internal_value=-0.000552693 0.0010562 -0.00393084 -0.000587312 -0.00327357 4.28645e-05 internal_weight=41.3965 40.7614 32.6433 31.6358 30.9943 29.904 internal_count=1296 1291 1216 1190 1187 1174 is_linear=0 shrinkage=0.1 Tree=423 num_leaves=7 num_cat=0 split_feature=5 10 2 4 4 9 split_gain=0.233966 0.420032 0.317034 0.529167 0.665513 0.622074 threshold=4845.0000000000009 35.000000000000007 17.500000000000004 2025.5000000000002 999.50000000000011 6.3944237114723839 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0017297191666134481 -0.058460974554331357 0.050793664870065869 0.053355988965633698 -0.047218352713758634 0.042492112889720782 -0.048944098036725121 leaf_weight=41.934308601008865 1.5488425825860752 0.45533574605360616 1.1390853278571729 2.2661901069077421 3.782901255064643 2.5710932351648799 leaf_count=528 181 52 72 236 181 46 internal_value=-0.000115633 -0.0336391 0.00118408 8.55396e-06 0.00222493 -0.00119773 internal_weight=53.6978 2.00418 51.6936 50.5545 48.2883 44.5054 internal_count=1296 233 1063 991 755 574 is_linear=0 shrinkage=0.1 Tree=424 num_leaves=7 num_cat=0 split_feature=1 21 4 20 3 21 split_gain=0.0301791 6.21571e-12 3.94514e-12 1.09227e-12 7.93981e-13 4.2584e-13 threshold=1.0000000180025095e-35 0.10112863300000001 109.00000000000001 0.90688898500000004 4.5000000000000009 0.54079241395000011 decision_type=8 10 10 8 10 8 left_child=1 -1 3 -2 -4 -3 right_child=2 5 4 -5 -6 -7 leaf_value=0.075007873999075492 -0.075004769908877181 0.075004276005998807 -0.075003502088959395 -0.075007479834209481 -0.075002391652555012 0.075003260668559446 leaf_weight=0.0049664376565488047 0.0066122910184276407 0.0098971857150900178 0.011885465408340679 0.0019190277089364827 0.01405177661564494 0.0070897032419452435 leaf_count=12 72 45 406 27 690 44 internal_value=-0.0166364 0.0750048 -0.0750035 -0.0750054 -0.0750029 0.0750039 internal_weight=0.0564219 0.0219533 0.0344686 0.00853132 0.0259372 0.0169869 internal_count=1296 101 1195 99 1096 89 is_linear=0 shrinkage=0.1 Tree=425 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 21 split_gain=0.253655 0.4758 0.457502 0.257968 0.233618 0.303521 threshold=0.85959532825000007 0.7484559393500001 0.66396099315000012 0.61191958210000008 0.89547868850000012 0.77725324235000015 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=0.00059626442234183175 0.041334068879014418 -0.062633089234229347 0.064025504283473381 -0.051391534969426035 0.046068298956800147 -0.05192606196154035 leaf_weight=46.351341284575028 1.4783092233919877 1.210517718531263 1.1193913587630948 0.98103844642173399 1.095028621082746 1.1270271764933557 leaf_count=1209 20 21 12 9 11 14 internal_value=0.000489111 -0.000674659 0.00080543 -0.000622657 0.000402724 -0.000650495 internal_weight=53.3627 51.8843 50.6738 49.5544 48.5734 47.4784 internal_count=1296 1276 1255 1243 1234 1223 is_linear=0 shrinkage=0.1 Tree=426 num_leaves=7 num_cat=0 split_feature=19 19 20 20 21 19 split_gain=0.252894 1.29697 0.807453 0.9007 0.636684 0.976486 threshold=0.42674026145000005 0.48125046350000006 0.30108552495000002 0.33308090295000004 0.43869405050000004 0.76753877360000011 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=-0.017394287357573576 0.081025678307522608 -0.064660325555144851 0.09146155882554835 -0.041616563796481217 0.067049239402607583 -0.001804951760854278 leaf_weight=7.2800908780360487 2.0114076286663476 1.9187010304010526 1.0907166322376722 3.4199856264476693 2.2621294638634026 23.017608990240674 leaf_count=69 12 26 7 28 24 1130 internal_value=-0.000491728 0.00315745 -0.00178197 0.00226781 -0.00112195 0.00435639 internal_weight=41.0006 33.7205 31.7091 29.7904 28.6997 25.2797 internal_count=1296 1227 1215 1189 1182 1154 is_linear=0 shrinkage=0.1 Tree=427 num_leaves=7 num_cat=0 split_feature=7 0 0 7 9 7 split_gain=0.208376 0.978276 0.648208 0.558125 0.735434 0.877698 threshold=76.312694652446012 31.825229500000003 25.140853500000002 74.144202609234256 6.0865556372042251 41.241066549886092 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=0.0011811361071439143 -0.041732103266278187 0.060516130712587136 -0.056976076788793774 0.050945145498355972 -0.044968086356195092 0.057761458548756119 leaf_weight=37.581808392625703 4.1662520868703714 1.206763371825218 1.7937928106402967 2.4295463383605229 3.1343725785845882 2.9574145451188079 leaf_count=589 308 9 105 147 121 17 internal_value=-9.38695e-05 -0.0187675 0.00200091 0.0042956 0.0017005 0.00530878 internal_weight=53.27 5.37302 47.8969 46.1031 43.6736 40.5392 internal_count=1296 317 979 874 727 606 is_linear=0 shrinkage=0.1 Tree=428 num_leaves=7 num_cat=0 split_feature=1 21 4 20 3 19 split_gain=0.0280263 4.86427e-12 3.08207e-12 8.93752e-13 6.35127e-13 4.19321e-13 threshold=1.0000000180025095e-35 0.10112863300000001 109.00000000000001 0.17626809035000005 4.5000000000000009 0.5805216297000001 decision_type=8 10 10 10 10 10 left_child=1 -1 3 -2 -4 -3 right_child=2 5 4 -5 -6 -7 leaf_value=0.07500729323253047 -0.07500684508220079 0.075003984144398489 -0.075003260396110785 -0.0750043709742724 -0.075002229836814233 0.075002912028541147 leaf_weight=0.0045954392844578243 0.0019391469613765366 0.010108630682225339 0.011010449447439896 0.0059102313862240408 0.013089686502553377 0.005708022727048955 leaf_count=12 30 48 406 69 690 41 internal_value=-0.0165259 0.0750044 -0.0750033 -0.075005 -0.0750027 0.0750036 internal_weight=0.0523616 0.0204121 0.0319495 0.00784938 0.0241001 0.0158167 internal_count=1296 101 1195 99 1096 89 is_linear=0 shrinkage=0.1 Tree=429 num_leaves=7 num_cat=0 split_feature=20 20 20 20 0 0 split_gain=0.23273 0.216585 0.402556 0.379284 0.256064 1.60062 threshold=0.12034484320000001 0.85959532825000007 0.7484559393500001 0.66396099315000012 0.06754300000000002 0.10875250000000002 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=0.053535037993095384 -0.0083394409865369373 0.037060063578428802 -0.060405577785871259 0.056349230026724817 0.081414028677637029 -0.0030491653709526249 leaf_weight=0.81522299054995528 25.444196080237816 1.5060580726712931 1.1312338440657175 1.1633689545196819 2.5205144187202704 20.425458904064726 leaf_count=15 449 20 21 12 58 721 internal_value=0.000517186 -0.000310955 -0.00142141 -7.48846e-05 -0.0014314 0.00622875 internal_weight=53.0061 52.1908 50.6848 49.5535 48.3902 22.946 internal_count=1296 1281 1261 1240 1228 779 is_linear=0 shrinkage=0.1 Tree=430 num_leaves=7 num_cat=0 split_feature=0 5 3 5 4 4 split_gain=0.225702 0.840803 0.475511 0.507534 0.397514 0.518818 threshold=0.0048770000000000003 108.50000000000001 1.5000000000000002 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=-0.075565876269336932 -0.079147048626738714 0.081899664530235838 -0.014580297903482368 0.081012328679221451 -0.080435972468952066 0.00078080406521828418 leaf_weight=0.23914644385013084 1.3843072495656077 0.58695434033870597 1.6471055336296556 1.5407795459032059 0.80498930066823859 34.327799250895623 leaf_count=169 150 3 13 11 28 922 internal_value=-0.000412122 -0.00268001 0.024142 0.0599749 0.000283444 -0.0010801 internal_weight=40.5311 37.1041 3.42703 1.77993 35.7197 35.1328 internal_count=1296 1103 193 180 953 950 is_linear=0 shrinkage=0.1 Tree=431 num_leaves=7 num_cat=0 split_feature=5 6 4 4 4 5 split_gain=0.198539 1.48476 1.31507 1.21435 0.66597 0.903014 threshold=161.00000000000003 77.305112952712406 207.50000000000003 176.00000000000003 168.50000000000003 56.000000000000007 decision_type=8 8 8 10 10 8 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.035377233651040882 -0.096635345803477199 -3.7170035036230942e-06 0.061703183733747981 -0.091827779974156434 0.083526199070255158 0.018890437980111197 leaf_weight=4.9570608839094339 1.673331407830118 31.959682794371474 3.6761785550042978 1.4539771676063526 0.98375952243805009 8.0388746000826359 leaf_count=194 40 882 37 29 4 110 internal_value=-0.000186658 -0.0048114 0.0079528 -0.00485011 0.00419612 -0.00180897 internal_weight=52.7429 33.633 19.1099 15.4337 13.9797 12.9959 internal_count=1296 922 374 337 308 304 is_linear=0 shrinkage=0.1 Tree=432 num_leaves=7 num_cat=0 split_feature=1 21 4 20 4 19 split_gain=0.025852 4.07942e-12 2.53548e-12 7.97534e-13 5.07382e-13 3.31069e-13 threshold=1.0000000180025095e-35 0.10112863300000001 109.00000000000001 0.17626809035000005 343.00000000000006 0.5805216297000001 decision_type=8 10 10 10 10 10 left_child=1 -1 3 -2 -4 -3 right_child=2 5 4 -5 -6 -7 leaf_value=0.075006836935337926 -0.075006463576047386 0.075003682970065544 -0.075003212222254867 -0.075004047259220274 -0.075002180174925034 0.075002687687619238 leaf_weight=0.0042851081088883794 0.001819748935304232 0.0093111480528023094 0.0069166150942692175 0.0054778377425463987 0.015303366462774193 0.0052134857105556884 leaf_count=12 30 48 256 69 840 41 internal_value=-0.0166179 0.0750041 -0.075003 -0.0750046 -0.0750025 0.0750033 internal_weight=0.0483273 0.0188097 0.0295176 0.00729759 0.02222 0.0145246 internal_count=1296 101 1195 99 1096 89 is_linear=0 shrinkage=0.1 Tree=433 num_leaves=7 num_cat=0 split_feature=10 13 2 8 9 9 split_gain=0.201725 0.284615 0.274375 0.62752 0.547322 0.512655 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 7.2916023631910933 7.5630913137471625 6.1041741653575761 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0023314407005541105 0.059461721628029235 -0.071263999137971309 0.038801572642739812 -0.032405635217674596 -0.051516686494083579 0.038066861479505158 leaf_weight=39.48712167938902 0.21052044874522724 0.79731964354868978 4.8064623402315183 1.6667668744339605 2.0905553121119729 3.4127109602559349 leaf_count=576 104 95 354 45 58 64 internal_value=0.000349413 -0.0439576 0.0012171 0.0204667 -0.00155254 0.000882272 internal_weight=52.4715 1.00784 51.4636 6.47323 44.9904 42.8998 internal_count=1296 199 1097 399 698 640 is_linear=0 shrinkage=0.1 Tree=434 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 20 split_gain=0.237218 1.49616 1.28994 0.863457 0.635872 0.611844 threshold=0.88108871895000018 0.81564758060000009 0.78337325670000013 0.68249834370000018 0.93422265705000018 0.14944741705 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.10231286484178158 0.036783084815151385 -0.12327461088143757 0.10610650513409121 -0.075357768087413818 -0.10067752521883305 0.0047272337494122987 leaf_weight=0.54260612831126309 1.6518771857984109 0.98976097307809041 1.1383838412621106 1.5365512731191291 0.60159662304636086 33.697925675757233 leaf_count=21 17 9 6 18 5 1220 internal_value=-0.000324644 -0.0019165 0.00128512 -0.00199501 0.00124031 0.00303098 internal_weight=40.1587 38.5068 37.5171 36.3787 34.8421 34.2405 internal_count=1296 1279 1270 1264 1246 1241 is_linear=0 shrinkage=0.1 Tree=435 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.204385 1.03741 1.05788 2.75157 1.12106 1.53314 threshold=5.1500000000000012e-05 0.00039100000000000002 0.030054500000000001 0.031714500000000007 0.037647000000000007 0.044599000000000007 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=-0.02376486346921669 0.074695200361699784 -0.060785199651904633 0.20982648654484964 -0.088071237723646389 0.085471695492895808 -0.0019927444084272741 leaf_weight=3.4075896303861546 1.8657566606998433 2.8141903854848342 0.63068498880602319 1.4160822525154788 2.109736861078999 40.023189506428025 leaf_count=168 5 154 5 24 23 917 internal_value=-8.59786e-05 0.00156544 -0.00133796 0.00244875 -0.000554532 0.00238689 internal_weight=52.2672 48.8596 46.9939 44.1797 43.549 42.1329 internal_count=1296 1128 1123 969 964 940 is_linear=0 shrinkage=0.1 Tree=436 num_leaves=7 num_cat=0 split_feature=1 21 4 20 3 19 split_gain=0.0238657 3.24511e-12 1.91712e-12 5.22231e-13 4.08782e-13 2.66686e-13 threshold=1.0000000180025095e-35 0.10112863300000001 109.00000000000001 0.17626809035000005 4.5000000000000009 0.5805216297000001 decision_type=8 10 10 10 10 10 left_child=1 -1 3 -2 -4 -3 right_child=2 5 4 -5 -6 -7 leaf_value=0.075006321968410894 -0.075005809146900082 0.075003397924139459 -0.075002816164867939 -0.075003767012696648 -0.075001920733900176 0.075002466733341822 leaf_weight=0.003964104675105772 0.0016624748059257391 0.0085863248459645547 0.0093385766431310913 0.0050749910760714556 0.011228461243661059 0.0047920103133947132 leaf_count=12 30 48 406 69 690 41 internal_value=-0.016735 0.0750038 -0.0750028 -0.0750043 -0.0750023 0.0750031 internal_weight=0.0446469 0.0173424 0.0273045 0.00673747 0.020567 0.0133783 internal_count=1296 101 1195 99 1096 89 is_linear=0 shrinkage=0.1 Tree=437 num_leaves=7 num_cat=0 split_feature=19 21 21 21 20 19 split_gain=0.199233 0.431663 0.589498 0.385978 0.584944 0.242309 threshold=0.21775669215000001 0.76528827470000016 0.21159832495000003 0.32197624670000008 0.55607206085000016 0.76753877360000011 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=0.029657493449710876 -0.00032590473541449294 0.04076199169349571 -0.08278507795205374 -0.063925775068580118 0.017153759750466142 0.049697228761255235 leaf_weight=2.2357148642913671 41.615233595453901 2.3735507026995029 1.2887681281245011 1.6063523023622108 1.9947297185608479 0.99140740979055308 leaf_count=36 1137 34 16 30 32 11 internal_value=0.000452982 -0.00085628 -0.00293608 -0.0358213 -0.0190138 0.000838076 internal_weight=52.1058 49.87 47.4965 4.88985 3.60108 42.6066 internal_count=1296 1260 1226 78 62 1148 is_linear=0 shrinkage=0.1 Tree=438 num_leaves=7 num_cat=0 split_feature=0 3 3 5 4 4 split_gain=0.223224 0.77323 0.395288 0.466611 0.365773 0.479791 threshold=0.0048770000000000003 1.5000000000000002 1.5000000000000002 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=-0.075517910786788961 -0.078860810432665185 0.081329106702813306 -0.010218337451638452 0.080519140428557484 -0.080066662337302336 0.0005863693751145012 leaf_weight=0.22170598412537779 1.2850478690234002 0.54591834545135398 1.6306435503065584 1.4134678617119789 0.75397293455898662 33.929520251360373 leaf_count=169 152 3 13 11 28 920 internal_value=-0.000427542 -0.00266781 0.0246205 0.0593628 0.000111446 -0.00116692 internal_weight=39.7803 36.5145 3.26582 1.63517 35.2294 34.6835 internal_count=1296 1103 193 180 951 948 is_linear=0 shrinkage=0.1 Tree=439 num_leaves=7 num_cat=0 split_feature=10 5 6 7 0 7 split_gain=0.196684 0.442858 0.318844 0.281363 1.00189 0.677047 threshold=35.000000000000007 4845.0000000000009 84.083940775398517 76.32486681202586 31.825229500000003 69.792058971722028 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=-0.0011455941065231037 0.049609497871890056 0.042094955810126851 -0.077806938419477389 -0.048103347331930446 0.058143089964901133 0.038041675608801319 leaf_weight=39.906558736114107 0.78354757407214393 0.27308673411607642 1.1805013675439111 3.6464402870333279 1.1730753276497123 4.9564762056979808 leaf_count=663 144 7 174 181 9 118 internal_value=-0.000112636 -0.000874517 -0.0552809 0.000717278 -0.0222428 0.00318382 internal_weight=51.9197 51.1361 1.45359 49.6826 4.81952 44.863 internal_count=1296 1152 181 971 190 781 is_linear=0 shrinkage=0.1 Tree=440 num_leaves=7 num_cat=0 split_feature=1 21 4 20 3 19 split_gain=0.022068 2.75293e-12 1.51694e-12 4.24005e-13 3.49276e-13 2.16246e-13 threshold=1.0000000180025095e-35 0.10112863300000001 109.00000000000001 0.17626809035000005 4.5000000000000009 0.5805216297000001 decision_type=8 10 10 10 10 10 left_child=1 -1 3 -2 -4 -3 right_child=2 5 4 -5 -6 -7 leaf_value=0.075005937832367087 -0.075005395238802466 0.075003148222663921 -0.075002628041415387 -0.075003484460568759 -0.075001765847498167 0.075002273971877184 leaf_weight=0.0037274712085491038 0.0015422079950440084 0.0079385067074326798 0.0086385710364993429 0.0047021107802720508 0.010301418350707081 0.0043960253824479887 leaf_count=12 30 48 406 69 690 41 internal_value=-0.0165877 0.0750036 -0.0750026 -0.075004 -0.0750022 0.0750028 internal_weight=0.0412463 0.016062 0.0251843 0.00624432 0.01894 0.0123345 internal_count=1296 101 1195 99 1096 89 is_linear=0 shrinkage=0.1 Tree=441 num_leaves=7 num_cat=0 split_feature=7 7 7 6 3 9 split_gain=0.20294 0.313147 0.429005 0.271672 0.707074 1.52976 threshold=83.814145346247159 78.999015316736262 76.62989104726735 83.77714566791245 2.5000000000000004 5.692018441612956 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=-0.0024030621002066031 0.041894312285125919 -0.042823101616052496 0.052684925659862686 -0.01387924321626767 0.090869493969188128 -0.015174785041743553 leaf_weight=30.092683420174581 1.1522313654422749 1.6935856366180804 1.5499825212173153 11.866085227113215 2.6660907017067066 2.7775808970909566 leaf_count=432 9 144 131 384 82 114 internal_value=0.00039612 -0.000547992 0.000914581 -0.000778225 0.00359639 0.0367614 internal_weight=51.7982 50.646 48.9524 47.4024 35.5364 5.44367 internal_count=1296 1287 1143 1012 628 196 is_linear=0 shrinkage=0.1 Tree=442 num_leaves=7 num_cat=0 split_feature=7 7 0 14 19 19 split_gain=0.243432 0.340954 0.283225 0.449568 0.236036 1.0885 threshold=82.887291079911066 79.482860341514581 0.059479500000000005 2.5000000000000004 0.89445340325000011 0.81138874015000007 decision_type=10 10 8 10 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=-2.8299156360763839e-05 -0.062057098460159422 0.082924234547766221 -0.076253500092962501 0.073282058635483108 0.035703332913607229 -0.10127112528885185 leaf_weight=34.250506267900846 0.63087306916713615 0.8980266547296184 0.38791677320841711 0.41736370703438297 1.6344288003970167 1.0959214858910389 leaf_count=1136 13 6 51 61 20 9 internal_value=-0.000439441 0.000565439 0.0443099 0.00124834 -0.0014494 -0.00316735 internal_weight=39.315 38.6842 1.70331 0.80528 36.9809 35.3464 internal_count=1296 1283 118 112 1165 1145 is_linear=0 shrinkage=0.1 Tree=443 num_leaves=7 num_cat=0 split_feature=0 6 0 0 0 0 split_gain=0.206779 0.589948 0.535088 0.780593 0.65692 3.07346 threshold=18.636041000000002 91.780055058083263 10.015603000000002 7.7161375000000012 0.15951900000000005 0.19793400000000003 decision_type=10 10 10 10 10 8 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.0035397063121912764 -0.078811874511976382 0.0039567590023007904 0.055312598432446916 -0.06041591495178511 0.20617492280043576 0.0073060989743315725 leaf_weight=35.088295587190601 1.2512192642316211 2.7623644802952185 1.7973134780768294 2.0633724627550682 0.86409183996147199 7.7220532950996139 leaf_count=631 37 101 38 37 78 374 internal_value=-4.96131e-05 -0.021846 0.00179075 -0.000312447 0.0025271 0.0273198 internal_weight=51.5487 4.01358 47.5351 45.7378 43.6744 8.58615 internal_count=1296 138 1158 1120 1083 452 is_linear=0 shrinkage=0.1 Tree=444 num_leaves=7 num_cat=0 split_feature=1 21 2 0 19 3 split_gain=0.0204122 2.18153e-12 1.00916e-12 2.07934e-13 1.71058e-13 1.64853e-13 threshold=1.0000000180025095e-35 0.10112863300000001 3.5000000000000004 0.00039100000000000002 0.5805216297000001 23.500000000000004 decision_type=8 8 10 10 10 10 left_child=1 -1 3 -2 -3 -4 right_child=2 4 5 -5 -6 -7 leaf_value=0.075005494528351049 -0.075003417701489897 0.075002913050710759 -0.075001905628994781 -0.075002564157720483 0.075002105042752149 -0.075000836213058697 leaf_weight=0.0034493912680773064 0.0069190170906949788 0.0073468907939968631 0.0097987758556996596 0.0048581462715446833 0.0040723796118982136 0.001690072745418548 leaf_count=12 150 48 726 209 41 110 internal_value=-0.0165154 0.0750033 -0.0750024 -0.0750031 0.0750026 -0.0750017 internal_weight=0.0381347 0.0148687 0.023266 0.0117772 0.0114193 0.0114888 internal_count=1296 101 1195 359 89 836 is_linear=0 shrinkage=0.1 Tree=445 num_leaves=7 num_cat=0 split_feature=5 4 4 0 4 5 split_gain=0.190406 1.19274 0.985683 1.55438 0.768192 0.509611 threshold=59.000000000000007 163.00000000000003 109.00000000000001 5.1500000000000012e-05 126.00000000000001 76.000000000000014 decision_type=8 10 10 10 8 8 left_child=1 2 3 -1 -2 -6 right_child=4 -3 -4 -5 5 -7 leaf_value=0.082300759219325406 -0.044930571870699765 -0.044342955712380984 0.083520951277121364 -0.098488230862001813 0.068197211863004023 0.0002621672603083183 leaf_weight=0.92877032982687413 3.7867646478116503 2.2110143937170506 2.7241675797849894 0.9746098518371582 1.135798830538987 39.699309705465566 leaf_count=120 34 28 71 2 27 1014 internal_value=0.000537456 0.0160755 0.044943 -0.0102707 -0.00184383 0.00215173 internal_weight=51.4604 6.83856 4.62755 1.90338 44.6219 40.8351 internal_count=1296 221 193 122 1075 1041 is_linear=0 shrinkage=0.1 Tree=446 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 9 split_gain=0.22118 0.277593 0.442422 0.55243 0.531512 0.71408 threshold=60.179807500000003 54829.000000000007 54.500000000000007 14.500000000000002 6106.0000000000009 6.072634559001588 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=-0.0028635139484141829 0.055940095365143751 -0.062416325943213474 0.076506919151655847 -0.054173333222442381 -0.076591767908519293 0.062362342455688516 leaf_weight=31.950838015544491 0.67820245190523465 0.73778960132039983 0.73195047478657116 1.9239665445638809 0.43443695874884669 2.4869146249257028 leaf_count=943 15 39 34 101 52 112 internal_value=-0.000668033 -0.00167132 -0.000477097 -0.00200847 0.000869571 0.0416983 internal_weight=38.9441 38.2659 37.5281 36.7962 34.8722 2.92135 internal_count=1296 1281 1242 1208 1107 164 is_linear=0 shrinkage=0.1 Tree=447 num_leaves=7 num_cat=0 split_feature=19 19 21 19 21 20 split_gain=0.193169 0.611976 0.334417 0.425162 0.641051 1.07455 threshold=0.050780911150000003 0.15358416655000004 0.91116613535000013 0.32100081675000008 0.52044241275000014 0.76592940720000013 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=0.047080059020905438 -0.086357289469898707 -0.047117291689457129 0.06296208194553897 0.0067725201681898585 -0.044237616208252034 -0.098971345921124151 leaf_weight=0.8561729437114991 0.8227673104954647 1.8794011329714519 0.8452332315014236 42.839996000965129 2.8884178003115712 0.98303297439554072 leaf_count=9 18 20 7 1169 59 14 internal_value=-1.97986e-05 -0.000822157 0.000601408 -0.00048335 0.00139293 0.00440049 internal_weight=51.115 50.2588 49.4361 48.5908 46.7114 43.823 internal_count=1296 1287 1269 1262 1242 1183 is_linear=0 shrinkage=0.1 Tree=448 num_leaves=7 num_cat=0 split_feature=1 21 4 20 3 19 split_gain=0.0195887 2.26612e-12 1.00774e-12 2.74195e-13 2.10283e-13 1.82061e-13 threshold=1.0000000180025095e-35 0.10112863300000001 109.00000000000001 0.17626809035000005 4.5000000000000009 0.5805216297000001 decision_type=8 10 10 10 10 10 left_child=1 -1 3 -2 -4 -3 right_child=2 5 4 -5 -6 -7 leaf_value=0.07500552069450224 -0.07500468078763417 0.075002890458727045 -0.075002236807389155 -0.075003016767234809 -0.075001509878545813 0.075002045609705942 leaf_weight=0.0034639481164049366 0.001308980789872293 0.0072685412487771828 0.0072909893266341888 0.0040666850354682538 0.0087613431963120547 0.0039297133625950664 leaf_count=12 30 48 406 69 690 41 internal_value=-0.0140602 0.0750033 -0.0750022 -0.0750034 -0.0750018 0.0750026 internal_weight=0.0360902 0.0146622 0.021428 0.00537567 0.0160523 0.0111983 internal_count=1296 101 1195 99 1096 89 is_linear=0 shrinkage=0.1 Tree=449 num_leaves=7 num_cat=0 split_feature=20 20 21 19 20 4 split_gain=0.177431 0.390834 0.283115 0.290511 0.316932 0.861446 threshold=0.85959532825000007 0.7484559393500001 0.89547868850000012 0.21775669215000001 0.68249834370000018 255390.00000000003 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=0.050185618047778657 0.034485906823025221 -0.059655250347335723 0.04811514448807426 -0.021698045935261118 -6.208678679167199e-06 0.11078424420477975 leaf_weight=1.1186876401188781 1.5155042887345178 1.0832696679608478 1.2467200938808662 6.5844078845220793 38.677761577178899 0.71478629112243552 leaf_count=26 20 21 12 93 1113 11 internal_value=0.000782219 -0.000251215 0.00107993 -0.000165192 -0.0013903 0.00200411 internal_weight=50.9411 49.4256 48.3424 47.0956 45.977 39.3925 internal_count=1296 1276 1255 1243 1217 1124 is_linear=0 shrinkage=0.1 Tree=450 num_leaves=7 num_cat=0 split_feature=5 6 0 0 9 0 split_gain=0.205316 0.539268 0.311506 0.88732 0.575823 1.06376 threshold=10863.500000000002 125.38956572919442 8.0202915000000008 0.071170500000000012 5.8509998273357491 0.0012470000000000001 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=0.0018114370287225846 0.024168735078119813 -0.072367477104468433 0.021706462099162469 -0.054007888988633783 0.040948186748965575 -0.080161095978996511 leaf_weight=21.128298175041163 2.9863431631820267 1.0904461801983405 5.1639084047637871 3.2726358966465332 3.2024889776948831 1.7113175727426995 leaf_count=260 122 62 106 484 124 138 internal_value=-0.00101586 -0.00313034 -0.000940593 -0.00492996 0.00123752 -0.00433057 internal_weight=38.5554 35.5691 34.4786 29.3147 26.0421 22.8396 internal_count=1296 1174 1112 1006 522 398 is_linear=0 shrinkage=0.1 Tree=451 num_leaves=7 num_cat=0 split_feature=9 8 0 8 0 0 split_gain=0.216493 0.882207 0.972835 0.852051 0.835879 0.786725 threshold=6.0865556372042251 5.2927476730057128 0.27493150000000005 4.939271738043824 14.857993000000002 0.23550500000000002 decision_type=10 10 10 8 10 10 left_child=1 2 -1 -2 -4 -3 right_child=3 5 4 -5 -6 -7 leaf_value=0.0045476307282120241 0.067725741264334102 -0.025286934879924689 -0.076884868495421449 -0.027165181574935016 -0.0018945675678544713 0.063733155102691827 leaf_weight=31.062439863968109 1.0887407227419288 1.3285437939921383 2.9898726753890505 7.2313851924118362 2.9558901600539684 3.9280010256916285 leaf_count=428 12 55 47 625 54 75 internal_value=-3.41241e-06 0.00289919 -0.0025458 -0.0147481 -0.039604 0.0412341 internal_weight=50.5849 42.2647 37.0082 8.32013 5.94576 5.25654 internal_count=1296 659 529 637 101 130 is_linear=0 shrinkage=0.1 end of trees feature_importances: duration=347 bytes_in=342 feature1=202 client_ciphers_count=193 feature2=179 num_pkts_out=178 feature3=177 bytes_out=173 entropy=153 byte_dist_mean=140 byte_dist_std=117 total_entropy=113 protocol=110 num_pkts_in=95 supported_groups_count=62 server_cipher=52 ec_point_formats_count=42 server_extensions_count=19 client_extensions_count=15 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_iterationKq best_score collections defaultdict collections OrderedDictRvalid_0h.)R multi_loglossnumpy._core.multiarrayscalarnumpydtypef8R(K&j?Rh6h?Rh6h?Rh6h>.?Rh6h