iddaai-be/ai-engine/models/v25/lgb_v25_htft.txt

tree
version=v4
num_class=9
num_tree_per_iteration=9
label_index=0
max_feature_idx=151
objective=multiclass num_class:9
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Column_93 Column_94 Column_95 Column_96 Column_97 Column_98 Column_99 Column_100 Column_101 Column_102 Column_103 Column_104 Column_105 Column_106 Column_107 Column_108 Column_109 Column_110 Column_111 Column_112 Column_113 Column_114 Column_115 Column_116 Column_117 Column_118 Column_119 Column_120 Column_121 Column_122 Column_123 Column_124 Column_125 Column_126 Column_127 Column_128 Column_129 Column_130 Column_131 Column_132 Column_133 Column_134 Column_135 Column_136 Column_137 Column_138 Column_139 Column_140 Column_141 Column_142 Column_143 Column_144 Column_145 Column_146 Column_147 Column_148 Column_149 Column_150 Column_151
feature_infos=[1150.3663761896189:1903.4781806887747] [1158.5088961211511:1916.84579108047] [-496.81477567713546:573.10259120534784] [1159.8767670517543:1884.5959848901657] [1151.7894548779084:1919.4116678360419] [1426.1496448360797:1585.9817930954068] [1427.9817118206745:1588.9895054335384] [-113.02538114266532:114.69704651598067] [0:5.9333333333333336] [0:6.2666666666666666] [0:6.0666666666666664] [0:5.2000000000000002] [0:1] [0:1] [0:1] [0:1] [0:5] [0:5] [0:5] [0:5] [0:8] [0:1] [0:1] [0:11] [0:1] [0:1] [0.20999999999999999:0.81000000000000005] [0.22500000000000001:0.76000000000000001] [0:13] [0:13] [0:6.333333333333333] [0:6.666666666666667] none none [0:22.550000000000001] [0:17.5] [0:35.5] [0.065285302506677897:0.80962131918207236] [0.1044438556117265:0.4288719106684401] [0.056651501780225801:0.79902050363656307] [0:26] [0:5.0899999999999999] [0:26.5] none [0:13.050000000000001] [0:1.76] [0:13.25] [0:3.7400000000000002] [0:7.6500000000000004] [0:8.5600000000000005] [0:3.5299999999999998] [0:1.72] [0:7.3300000000000001] [0:5.0199999999999996] [0:2.5800000000000001] [0:3.77] [0:4.1299999999999999] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] none [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:6.2666666666666666] [0:5.2000000000000002] [2.0046118370484245:4.1840324763193504] [0.018042399639151999:0.1552651806302843] [0:0.45000000000000001] none none [0:0.1575] [-0.92000000000000004:1] [0:7] none none [0:1] [-1:0.61250000000000004] [-1:0.59166666666666667] [-1.2908333333333333:1.3799999999999999] [0:40.799999999999997] [0:36.299999999999997] [-29.999999999999996:31.499999999999996] [0:10] [0:10] [0:1] [0:1] [0:5.7999999999999998] [0:5] [0:5] [0:6.25] [0:4] [0:5] [0:1] [0:1] [0:10] [0:11] [0:42.100000000000001] [0:41.799999999999997] [0:1] [0:1] [0:8] [0:8] [-1:1] [0:1] [0:5.7999999999999998] [0:6.5] [0:5.2000000000000002] [0:6.5] [0:4.4119999999999999] [0:6.5] [0:5.3330000000000002] [0:4.7999999999999998] [0:5.3330000000000002] [0:4.5] [0:1] [0:1] [0:7] [0:8] [0:6] [0:7] [-1.8:1.8] [-2.2000000000000002:2] [1:30] [1.2:30] [1:12] [0:1] [0:1] [-4.4669999999999996:4.5999999999999996] [-5.2000000000000002:5] [-4.133:5.3330000000000002] [-0.045499999999999999:0.088099999999999998] [0.063600000000000004:1] [0:0.088800000000000004] [0.35623409669211198:0.51556156968876865] [0.1051136363636363:0.32744043043812449] [0.40430438124519602:0.64185836716283262] [0.32129131437355879:0.77537212449255755] [0.70399999999999996:1]
tree_sizes=955 973 956 972 970 973 962 964 965 1004 1017 1022 1021 1024 1020 1021 1016 1014 1004 1022 1022 1019 1027 1013 1012 1021 1011 1001 1021 1015 1018 1028 1021 1019 1012 1017 1020 1023 1025 1006 1024 1023 1020 1016 1017 1015 919 1011 1018 1023 1022 1016 1014 1014 1007 1020 1016 1019 1020 1018 1022 1015 1018 1014 1023 1015 1018 1024 1018 1017 1025 1011 1010 1021 1024 1030 1019 1008 1018 1023 1011 994 1015 1004 912 1018 1023 919 1015 1018 987 1020 1021 1015 1021 1026 1012 1022 1015 1019 1017 1020 1033 1021 1018 1023 1019 1014 1015 1021 1020 919 1022 1016 1025 1016 1015 1000 916 1018 921 1019 1012 1016 1018 1004 1003 909 1020 920 1027 1009 1017 1018 1001 1006 913 1015 1021 1025 1016 1012 1021 1002 1010 1028 1009 1004 1015 1021 1022 1031 1016 990 1029 1010 1002 1027 1024 1018 1024 1018 1017 1021 1017 1025 1027 1024 1019 1025 1015 1020 1018 1008 1007 1020 1023 1016 1027 1016 988 917 1018 1016 1017 1022 1018 1022 1018 992 920 1015 1018 1025 1008 1017 1018 1017 1003 925 1015 1014 1026 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1010 1019 1023 922 1022 1009

Tree=0
num_leaves=8
num_cat=0
split_feature=36 40 40 95 40 95 3
split_gain=607.054 154.945 104.413 51.0301 14.8209 13.5292 9.2714
threshold=4.0650000000000004 2.9750000000000005 1.675 6.7499999999999991 3.4650000000000003 -2.2499999999999982 1704.4256057295754
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=-1.3243453009829675 -1.3052281778802703 -1.3281713671552036 -1.322666999851311 -1.3175275382215799 -1.3321385573208322 -1.3155191511715398 -1.3180505461169776
leaf_weight=1393.7081429958344 260.79802107810974 350.07626438140869 51.016139030456543 207.58291053771973 445.07183361053467 367.88793361186981 18.471360683441162
leaf_count=6338 1186 1592 232 944 2024 1673 84
internal_value=-1.32266 -1.3258 -1.31201 -1.32344 -1.33048 -1.31637 -1.3059
internal_weight=3094.61 2396.44 698.173 1601.29 795.148 418.904 279.269
internal_count=14073 10898 3175 7282 3616 1905 1270
is_linear=0
shrinkage=1


Tree=1
num_leaves=8
num_cat=0
split_feature=35 85 118 116 126 40 106
split_gain=27.7745 21.095 10.0527 5.19843 4.83252 4.52553 3.9239
threshold=3.8150000000000004 0.023920335429769301 1.1000000000000003 -0.41649999999999993 2.3875000000000006 4.8350000000000009 0.8590000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-2.891181868631703 -2.8980607276722385 -2.8895977560871797 -2.8876782544936295 -2.8964690987454724 -2.8853714428257833 -2.8950788661840883 -2.8919526231392765
leaf_weight=227.03253738582134 99.127713076770306 18.162602990865707 363.60587675869465 84.267401538789272 6.7225218862295133 7.1942778080701828 23.764704562723637
leaf_count=3850 1681 308 6166 1429 114 122 403
internal_value=-2.89103 -2.88996 -2.889 -2.8952 -2.89622 -2.88982 -2.89701
internal_weight=829.878 693.068 590.638 102.43 136.809 13.9168 122.892
internal_count=14073 11753 10016 1737 2320 236 2084
is_linear=0
shrinkage=1


Tree=2
num_leaves=8
num_cat=0
split_feature=40 31 42 41 133 118 3
split_gain=33.5937 12.4751 9.47906 9.30312 10.0105 5.53114 3.19904
threshold=2.9750000000000005 0.2007194244604317 4.3150000000000004 1.8450000000000004 1.0500000000000003 1.3665 1462.1414527152465
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-3.7838409935234174 -3.7783755234696907 -3.7844399623322102 -3.7896267753438995 -3.782168495780641 -3.7703789102268583 -3.7769295396996627 -3.785058607742005
leaf_weight=133.64979665726423 12.138605127111079 20.272721964865923 72.030733104795218 16.818850815296173 43.47372599132359 35.765086034312844 18.070253405719995
leaf_count=5340 485 810 2878 672 1737 1429 722
internal_value=-3.78224 -3.78464 -3.7861 -3.77577 -3.77316 -3.77953 -3.78202
internal_weight=352.22 261.718 205.681 90.5014 60.2926 56.0378 30.2089
internal_count=14073 10457 8218 3616 2409 2239 1207
is_linear=0
shrinkage=1


Tree=3
num_leaves=8
num_cat=0
split_feature=42 40 85 85 95 85 99
split_gain=146.003 34.1604 25.0685 24.6534 12.8745 6.04776 4.44375
threshold=3.5150000000000001 3.7050000000000005 0.39666666666666667 -0.24520325203252033 1.5000000000000007 0.10501563477173227 0.42261904761904762
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-1.8859301975622265 -1.8809788342484559 -1.8918164829275457 -1.8732483570300877 -1.8808030602798045 -1.8774510952435994 -1.8835615548387752 -1.8891118866957681
leaf_weight=905.64473927021027 7.8310353755950919 205.05711150169373 17.837358355522156 439.55311524868011 402.28318762779236 15.807089924812315 46.841193079948425
leaf_count=6245 54 1414 123 3031 2774 109 323
internal_value=-1.88364 -1.88672 -1.88558 -1.8797 -1.87915 -1.89124 -1.8877
internal_weight=2040.85 1144.35 923.482 896.509 841.836 220.864 54.6722
internal_count=14073 7891 6368 6182 5805 1523 377
is_linear=0
shrinkage=1


Tree=4
num_leaves=8
num_cat=0
split_feature=49 35 85 54 7 20 110
split_gain=117.77 34.3443 18.6764 14.0709 9.02104 8.1071 6.82906
threshold=3.2450000000000006 3.9550000000000005 -0.13132376395534293 1.1650000000000003 26.506236809089163 3.5000000000000004 21.850000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
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leaf_count=1201 1832 1920 7702 1066 142 65 145
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internal_weight=2023.48 1565.52 1280.11 457.953 283.83 285.412 174.123
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is_linear=0
shrinkage=1


Tree=5
num_leaves=8
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split_feature=42 40 40 95 8 5 85
split_gain=159.28 51.5182 28.0911 20.668 14.9511 9.4123 6.32212
threshold=3.4850000000000008 3.9250000000000003 2.0650000000000004 -1.0000000180025095e-35 1.6547619047619049 1502.0252563256397 -0.27388994307400377
decision_type=2 2 2 2 2 2 2
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right_child=2 4 5 -5 -6 -7 -8
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leaf_weight=292.60626665502787 13.286019258201121 106.49738271534443 149.91232753545046 394.70984772592783 20.504407674074173 166.85984816402197 327.86129413545132
leaf_count=2797 127 1018 1433 3773 196 1595 3134
internal_value=-2.26554 -2.26169 -2.27029 -2.26319 -2.25433 -2.26741 -2.27285
internal_weight=1472.24 814.318 657.919 687.316 127.002 316.772 341.147
internal_count=14073 7784 6289 6570 1214 3028 3261
is_linear=0
shrinkage=1


Tree=6
num_leaves=8
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split_feature=40 19 49 27 95 6 4
split_gain=30.504 19.0697 11.6478 7.79096 4.0418 1.86493 0.313873
threshold=3.3250000000000006 1.5000000000000002 2.5150000000000001 0.44950000000000007 5.9999999999999991 1488.6988923640308 1560.9408957765024
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-3.5234426196055364 -3.5293421493261325 -3.5262440558895065 -3.5293328896627152 -3.5332266280901647 -3.5300340339119924 -3.538055473193443 -3.5263080881269002
leaf_weight=122.86187921091914 4.2907197847962371 26.448765240609646 101.95262533426285 123.21410247683525 1.6970757357776158 68.715557150542736 1.4409133605659006
leaf_count=3837 134 826 3184 3848 53 2146 45
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internal_weight=450.622 374.477 224.815 149.663 76.1443 73.0063 3.13799
internal_count=14073 11695 7021 4674 2378 2280 98
is_linear=0
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Tree=7
num_leaves=8
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split_feature=35 97 27 111 19 4 44
split_gain=23.0669 13.1283 12.4623 8.07488 6.54835 6.34339 2.68956
threshold=3.9650000000000003 1.5000000000000002 0.52612500000000006 11.850000000000003 1.5000000000000002 1636.2067036778278 11.675000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-3.0556508322108673 -3.0611591282792605 -3.0493108497408801 -3.05401706191005 -3.0572208571979056 -3.0477905162983077 -3.0476320462417488 -3.0518197814082471
leaf_weight=158.69180965423584 65.328803017735481 311.36183188855648 133.28897532820702 17.761742725968364 13.359259486198424 9.4628088027238828 2.88438557088375
leaf_count=3136 1291 6153 2634 351 264 187 57
internal_value=-3.05284 -3.05187 -3.05071 -3.0584 -3.05285 -3.05492 -3.06064
internal_weight=712.14 612.805 444.651 99.3342 31.121 168.155 68.2132
internal_count=14073 12110 8787 1963 615 3323 1348
is_linear=0
shrinkage=1


Tree=8
num_leaves=8
num_cat=0
split_feature=34 36 34 95 42 35 132
split_gain=530.491 209.086 42.9977 40.0147 34.3592 14.6089 8.52349
threshold=3.0650000000000004 2.8450000000000002 4.5250000000000012 -6.7499999999999973 4.785000000000001 2.6950000000000007 2.6460000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=-1.7494669684782951 -1.7599698756563285 -1.761807278792868 -1.7322801540295401 -1.7565255431586078 -1.7668027876370307 -1.7448333806705771 -1.752663559206278
leaf_weight=158.51663343608379 8.1908290833234769 668.11468601226807 88.332470506429672 766.08342602849007 392.51737803220749 169.59834337234497 8.8332470506429654
leaf_count=987 51 4160 550 4770 2444 1056 55
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internal_weight=2260.19 1985.23 274.955 924.6 1060.63 177.789 97.1657
internal_count=14073 12361 1712 5757 6604 1107 605
is_linear=0
shrinkage=1


Tree=9
num_leaves=8
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split_feature=36 40 40 85 40 135 111
split_gain=587.293 151.548 99.8868 49.026 14.5641 7.96078 7.48231
threshold=4.0650000000000004 2.9750000000000005 1.675 0.23268065268065263 3.4650000000000003 -0.62349999999999983 23.450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=-0.0014459477548822597 0.0032623763583840958 -0.0056200801111210164 0.0063185981216641379 0.0090841038457645344 -0.0095603281712282016 0.016717444115525244 -0.0023069809117605153
leaf_weight=1530.553375095129 13.314212232828138 348.93725433945656 407.27604167163372 69.87972891330719 442.44854085147381 268.61874994635582 13.238987937569616
leaf_count=6964 60 1592 1845 318 2024 1210 60
internal_value=-0.000170702 -0.00326595 0.0102677 -0.000933264 -0.00791371 0.016214 0.00600032
internal_weight=3094.27 2391.82 702.448 1600.43 791.386 281.933 420.515
internal_count=14073 10898 3175 7282 3616 1270 1905
is_linear=0
shrinkage=0.0130895


Tree=10
num_leaves=8
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split_feature=36 85 40 105 51 1 38
split_gain=23.2891 18.6556 14.4915 5.74447 5.55428 6.46387 3.15742
threshold=5.3750000000000009 0.057733795150915257 4.245000000000001 0.28850000000000003 1.2250000000000003 1618.428085210893 0.22639160255105464
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0025626751874636309 -0.0073292739777309915 -4.4453769315976195e-05 -0.0043429298362017664 -0.0064702302177928979 0.0058953129698150163 0.0036624335586909812 -0.0028074870946054485
leaf_weight=595.47308861091733 80.165181562304497 38.434866722673178 48.055110108107328 53.476956497877836 4.7079402133822423 4.2891550883650771 5.6679552495479584
leaf_count=10077 1367 654 816 910 80 73 96
internal_value=0.000383167 0.00119095 0.00198914 -0.00404826 -0.00540278 -0.00644595 0.00209069
internal_weight=830.27 735.44 643.528 91.9118 94.8302 84.4543 10.3759
internal_count=14073 12457 10893 1564 1616 1440 176
is_linear=0
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Tree=11
num_leaves=8
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split_feature=40 31 42 41 134 134 110
split_gain=32.7558 12.2554 9.37123 8.98952 10.0066 6.3632 2.95801
threshold=2.9750000000000005 0.2007194244604317 4.3150000000000004 1.8450000000000004 0.26200000000000007 0.062000000000000006 2.2500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.0013164811727942153 0.0046059842827372906 -0.00096739637122916886 -0.0070814452752747982 0.011480605948546638 -0.00081632269932697076 0.0069075756169246286 -0.0020223006882007476
leaf_weight=133.4910269472748 8.3421792984008807 31.98444658704102 71.503883684054017 48.316164283081889 12.527432356029747 24.20097429677844 21.885984152555466
leaf_count=5340 333 1276 2878 1913 496 963 874
internal_value=0.000274412 -0.00210338 -0.00356048 0.00663208 0.00918836 0.00295033 0.000490891
internal_weight=352.252 261.18 204.995 91.0718 60.8436 56.1854 30.2282
internal_count=14073 10457 8218 3616 2409 2239 1207
is_linear=0
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Tree=12
num_leaves=8
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split_feature=34 95 85 34 37 85 104
split_gain=114.909 34.4965 28.7738 19.4711 15.6927 10.2138 6.73405
threshold=2.1650000000000005 -1.5000000000000002 -0.24520325203252033 3.1250000000000004 0.54358014385617659 0.39666666666666667 1.1075000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.0030373165927575379 -0.0028762168830214624 -0.0042971797262551939 0.003961055675618848 -0.0077767107028346612 0.0046379690913348863 0.0075031090108039784 0.001276457664825998
leaf_weight=239.27361722290516 438.51309421658516 69.849343359470367 1008.6282269060612 218.33052070438862 46.678906008601189 7.6002120971679679 12.263473883271216
leaf_count=1650 3028 483 6940 1514 321 52 85
internal_value=0.000142532 0.00232649 0.00339205 -0.00423105 -0.00167136 -0.00254066 -0.00726258
internal_weight=2041.14 1364.43 1078.48 676.707 285.953 446.113 230.594
internal_count=14073 9394 7423 4679 1971 3080 1599
is_linear=0
shrinkage=0.0130895


Tree=13
num_leaves=8
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split_feature=49 36 85 54 7 110 85
split_gain=114.418 24.6619 17.1314 13.575 8.71477 6.67859 3.95029
threshold=3.2450000000000006 5.6150000000000011 -0.11677419354838708 1.1650000000000003 26.506236809089163 21.850000000000005 -0.082040510127531843
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.0024071950579969657 0.0080091326085283895 -0.00099018127940100203 -0.0016600224678577004 0.0035252295287291984 -0.00058638848031179595 -0.0033085048640441855 -0.0066169129670956717
leaf_weight=200.05465087294579 265.095489397645 28.618283972144127 1164.3128846436739 153.72180370986462 20.413029447197914 20.802451089024544 170.48626032471657
leaf_count=1389 1832 200 8107 1066 142 145 1192
internal_value=-7.69623e-06 -0.00170046 -0.00105064 0.00566014 0.00739552 0.00257707 -0.0058932
internal_weight=2023.5 1563.47 1364.37 460.033 285.509 174.524 199.105
internal_count=14073 10888 9496 3185 1974 1211 1392
is_linear=0
shrinkage=0.0130895


Tree=14
num_leaves=8
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split_feature=36 40 36 95 11 95 85
split_gain=172.952 47.9401 23.8237 17.868 9.66051 8.79881 5.18917
threshold=2.9650000000000003 3.9250000000000003 4.1550000000000011 -1.0000000180025095e-35 1.3452380952380956 4.3499999999999988 -0.27388994307400377
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2 -4
right_child=2 4 6 -5 -6 -7 -8
leaf_value=0.0049822318196197308 -0.00081090314404649909 0.013194827076287713 0.00050743749842805102 0.0007981754482150427 0.0036234862644172181 -0.0053977030356946298 -0.0077938232473830898
leaf_weight=305.3564079105854 224.39572089165449 94.967806875705719 12.242520205676554 403.08464032411575 33.28187146037817 98.566338211297989 300.56963594257832
leaf_count=2907 2148 899 117 3850 315 945 2892
internal_value=0.000172927 0.00406349 -0.00493096 0.00264533 0.0111478 -0.00232943 -0.00746335
internal_weight=1472.46 836.691 635.774 708.441 128.25 322.962 312.812
internal_count=14073 7971 6102 6757 1214 3093 3009
is_linear=0
shrinkage=0.0130895


Tree=15
num_leaves=8
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split_feature=34 80 78 4 95 85 147
split_gain=27.3147 15.1074 12.4982 10.3283 4.78049 4.31499 1.883
threshold=2.5750000000000006 0.057580777954459206 0.92261904761904778 1546.2577971226249 5.9999999999999991 0.13409356725146193 0.44292175993420807
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
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leaf_value=0.0072044928259709087 -0.0078747606980638426 -0.0053177117751053785 0.0010733066169440069 -0.00092688210562237626 0.0054297096416613564 0.0016659519581617799 -0.0022954616138221688
leaf_weight=80.181720551103354 82.631735607981682 62.839654043316841 179.59003799781203 35.149547327309847 2.1809403747320166 5.5066810846328726 2.3399327658116817
leaf_count=2499 2596 1965 5602 1097 68 173 73
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internal_weight=450.42 357.761 242.43 115.331 92.6593 88.1384 4.52087
internal_count=14073 11163 7567 3596 2910 2769 141
is_linear=0
shrinkage=0.0130895


Tree=16
num_leaves=8
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split_feature=35 85 97 113 47 4 147
split_gain=22.5722 17.883 13.1645 7.73623 7.62878 5.85822 4.19803
threshold=3.9650000000000003 -0.23091011871113623 1.5000000000000002 0.59050000000000014 1.9750000000000003 1634.0394275883634 0.41111655002225012
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 6 -1 -5 -2
right_child=3 2 -4 5 -6 -7 -8
leaf_value=0.010388222375936638 0.0014285237144856472 -0.0025828752175039624 0.0017812379957289405 -0.002751857027647308 -0.001719138753539357 0.0079283121922001983 -0.0076284778462703375
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leaf_count=745 132 3066 8144 276 155 90 1465
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internal_weight=712.394 613.612 568.018 98.7813 45.5939 18.5048 80.2766
internal_count=14073 12110 11210 1963 900 366 1597
is_linear=0
shrinkage=0.0130895


Tree=17
num_leaves=8
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split_feature=34 36 42 97 42 35 148
split_gain=514.53 135.307 114.123 29.0356 25.3821 22.4936 5.25453
threshold=2.4950000000000006 3.0350000000000006 1.9950000000000003 4.5000000000000009 4.8350000000000009 2.7450000000000006 0.26796584848230992
decision_type=2 2 2 2 2 2 2
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right_child=2 4 5 -5 -6 -7 -8
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leaf_count=3355 747 3498 375 1669 2361 1976 92
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internal_weight=2259.72 1743.34 516.381 807.416 935.921 379.603 136.777
internal_count=14073 10883 3190 5024 5859 2351 839
is_linear=0
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Tree=18
num_leaves=8
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split_feature=36 34 40 34 95 95 3
split_gain=567.736 158.538 95.5532 39.979 34.3813 13.0572 8.85587
threshold=4.0650000000000004 2.0050000000000003 1.675 2.8950000000000005 5.2499999999999991 -2.2499999999999982 1704.4256057295754
decision_type=2 2 2 2 2 2 2
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right_child=2 3 5 -5 -6 -7 -8
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internal_weight=3093.81 2387.09 706.719 1256.2 1130.89 422.143 284.576
internal_count=14073 10898 3175 5751 5147 1905 1270
is_linear=0
shrinkage=0.0130895


Tree=19
num_leaves=8
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split_feature=35 85 118 56 142 56 9
split_gain=26.5425 20.19 9.73111 8.25983 7.04742 5.97536 5.49245
threshold=3.8150000000000004 0.023920335429769301 1.1000000000000003 1.9350000000000003 -0.58199999999999985 2.1750000000000003 0.65476190476190488
decision_type=2 2 2 2 2 2 2
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internal_weight=830.686 695.197 593.39 135.489 29.3243 101.807 106.165
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is_linear=0
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Tree=20
num_leaves=8
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split_feature=40 42 135 56 41 121 5
split_gain=31.9807 16.2235 8.41028 8.20956 8.20705 7.86345 0.0481507
threshold=3.6050000000000004 4.3150000000000004 0.58900000000000008 2.0450000000000004 1.8350000000000002 1.5855000000000004 1505.3806414027015
decision_type=2 2 2 2 2 2 2
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internal_weight=352.262 308.687 43.5742 86.4979 39.1078 222.189 4.46642
internal_count=14073 12355 1718 3494 1542 8861 176
is_linear=0
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Tree=21
num_leaves=8
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split_feature=42 40 94 95 149 126 2
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decision_type=2 2 2 2 2 2 2
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internal_weight=2041.44 1140.01 921.669 901.431 709.033 192.397 218.337
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is_linear=0
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Tree=22
num_leaves=8
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split_feature=47 35 41 123 140 149 6
split_gain=110.033 29.9451 16.749 12.0665 9.83838 8.21425 7.35886
threshold=1.7850000000000004 3.9550000000000005 1.7950000000000002 0.89200000000000013 1.0000000180025095e-35 0.59548780782927435 1498.2554370848738
decision_type=2 2 2 2 2 2 2
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internal_weight=2023.54 1454.19 569.352 1172.13 285.531 282.055 283.821
internal_count=14073 10142 3931 8162 1965 1980 1966
is_linear=0
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decision_type=2 2 2 2 2 2 2
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internal_weight=1472.66 839.525 633.138 710.064 129.461 346.944 286.194
internal_count=14073 7971 6102 6757 1214 3330 2772
is_linear=0
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Tree=24
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threshold=3.3250000000000006 1.5000000000000002 1.0950000000000004 1.6675000000000002 5.9999999999999991 1488.6988923640308 1560.9408957765024
decision_type=2 2 2 2 2 2 2
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internal_weight=450.214 375.077 225.855 149.222 75.137 71.9871 3.14995
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is_linear=0
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Tree=25
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threshold=2.2150000000000003 -0.22602006688963208 1.5000000000000002 2.5000000000000004 0.047000000000000007 2.378571428571429 0.59050000000000014
decision_type=2 2 2 2 2 2 2
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right_child=3 2 -4 6 -6 -7 -8
leaf_value=0.011554605779488348 -0.0080258535085537611 -0.0024108889487298611 0.0018528803983598715 -0.002166427529714287 0.0013470849746870508 -0.00026702180523827915 0.0061896836597274355
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internal_weight=712.572 593.976 547.557 118.596 46.4196 93.2358 25.3599
internal_count=14073 11713 10803 2360 910 1857 503
is_linear=0
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Tree=26
num_leaves=8
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split_feature=34 36 42 95 42 35 4
split_gain=497.857 132.803 108.848 34.7568 25.0724 21.686 10.1096
threshold=2.4950000000000006 3.0350000000000006 1.9950000000000003 -6.7499999999999973 4.8350000000000009 2.7450000000000006 1711.9054731033075
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
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leaf_count=718 788 3498 375 4306 2361 1976 51
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internal_weight=2259.25 1738.43 520.819 807.512 930.914 381.932 138.887
internal_count=14073 10883 3190 5024 5859 2351 839
is_linear=0
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Tree=27
num_leaves=8
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threshold=4.0650000000000004 2.0050000000000003 1.675 0.16893280632411059 2.8950000000000005 0.5590277777777779 1704.4256057295754
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
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leaf_weight=1057.6442021131516 268.32844494283199 813.03029806911945 105.37302348017693 73.452718555927277 438.3759942650795 318.31444498896599 18.786312356591225
leaf_count=4814 1186 3723 474 333 2028 1431 84
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internal_weight=3093.31 2382.5 710.802 1131.1 1251.41 423.687 287.115
internal_count=14073 10898 3175 5147 5751 1905 1270
is_linear=0
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Tree=28
num_leaves=8
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threshold=3.8150000000000004 0.023920335429769301 1.9750000000000003 1.9350000000000003 -0.58199999999999985 2.1750000000000003 0.65476190476190488
decision_type=2 2 2 2 2 2 2
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right_child=3 5 -4 4 -6 -7 -8
leaf_value=0.0027520479846550993 0.00031833896052736987 -0.0046688720079401027 -0.0034960036139877206 0.0076313523763928718 -0.0027298778765415784 0.0039431360371421564 -0.0074587041412892321
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leaf_count=9399 298 1600 617 125 375 137 1522
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internal_weight=831.009 696.195 594.737 134.814 29.3121 101.458 105.502
internal_count=14073 11753 10016 2320 500 1737 1820
is_linear=0
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Tree=29
num_leaves=8
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threshold=2.9750000000000005 0.2007194244604317 4.3150000000000004 1.0500000000000003 3.8850000000000002 1.0550000000000004 1.4550000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.0013095902578262773 0.0059960704679523956 0.0059014259166233901 -0.0070198945263804319 0.010681611974722593 -0.0022313785920515961 -0.0015517654363379975 -0.002839127690262325
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leaf_count=5340 243 1274 2878 2147 361 965 865
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internal_weight=352.265 260.173 203.934 92.0915 64.0429 56.2396 28.0486
internal_count=14073 10457 8218 3616 2508 2239 1108
is_linear=0
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Tree=30
num_leaves=8
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split_feature=42 40 95 95 53 48 104
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threshold=3.5150000000000001 3.7050000000000005 5.9999999999999991 -1.5000000000000002 1.9150000000000003 1.8150000000000002 1.1075000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.0023783995417675659 -0.0015815859670626729 -0.0077698862140216426 0.002144018566690773 0.0016501167770417117 0.0053197332925233294 0.0045741187062587558 0.00091079258560698706
leaf_weight=795.59845791757107 105.81850914657116 206.04775239527225 124.93882088363171 157.07031211256981 595.09231409430504 46.131185665726662 11.040216594934462
leaf_count=5505 728 1446 863 1074 4064 316 77
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internal_weight=2041.74 1137.63 920.537 904.112 752.163 151.95 217.088
internal_count=14073 7891 6368 6182 5138 1044 1523
is_linear=0
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Tree=31
num_leaves=8
num_cat=0
split_feature=49 35 85 54 140 149 134
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threshold=3.2450000000000006 3.9550000000000005 -0.13132376395534293 1.1650000000000003 1.0000000180025095e-35 0.59548780782927435 -0.47099999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.0030341176997828699 0.0079011764804403639 -0.006472618357934945 -0.0013791976781007546 0.0081339207108972796 0.00047186532067060722 -0.00017433147210571648 0.0013106095398260221
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internal_weight=2023.52 1559.57 1278.23 463.949 288.604 281.342 175.345
internal_count=14073 10888 8903 3185 1974 1985 1211
is_linear=0
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Tree=32
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=1472.87 842.526 630.348 711.847 130.679 346.241 284.107
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is_linear=0
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Tree=33
num_leaves=8
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threshold=3.3250000000000006 1.5000000000000002 2.5150000000000001 0.44950000000000007 1349.8297753969312 1.0000000180025095e-35 1474.4875955688829
decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=34
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decision_type=2 2 2 2 2 2 2
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internal_weight=712.74 594.69 547.962 118.05 46.7278 92.6659 25.3841
internal_count=14073 11713 10803 2360 910 1857 503
is_linear=0
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Tree=35
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=36
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=3102.49 1287.5 1814.98 998.674 288.83 1051.57 763.417
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is_linear=0
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Tree=37
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=38
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=39
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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Tree=61
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Tree=62
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Tree=63
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Tree=64
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internal_weight=834.501 543.432 483.377 291.069 214.573 76.4965 60.0547
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Tree=65
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Tree=66
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Tree=67
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Tree=68
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Tree=69
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Tree=70
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Tree=74
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Tree=75
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decision_type=2 2 2 2 2 2 2
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internal_weight=454.225 376.552 260.8 115.752 77.6727 74.5476 3.12505
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Tree=79
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decision_type=2 2 2 2 2 2 2
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internal_weight=721.035 624.063 575.906 48.157 96.9719 24.0418 72.9301
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Tree=80
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decision_type=2 2 2 2 2 2 2
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internal_weight=2283.65 1731.98 551.664 883.57 848.413 396.821 154.843
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Tree=81
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decision_type=2 2 2 2 2 2 2
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internal_weight=3127.26 1713.38 1394.53 1413.88 736 677.877 318.846
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Tree=82
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Tree=83
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decision_type=2 2 2 2 2 2 2
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Tree=84
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Tree=85
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Tree=86
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Tree=87
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is_linear=0
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Tree=88
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Tree=89
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Tree=90
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Tree=92
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Tree=93
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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Tree=97
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Tree=98
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Tree=99
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Tree=100
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Tree=101
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Tree=102
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Tree=103
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decision_type=2 2 2 2 2 2 2
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Tree=121
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Tree=134
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Tree=135
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Tree=137
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Tree=138
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Tree=139
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Tree=140
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Tree=142
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Tree=146
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Tree=164
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decision_type=2 2 2 2 2 2 2
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internal_weight=2030.99 1348.6 1308.33 682.383 491.476 40.2763 190.907
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Tree=185
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decision_type=2 2 2 2 2 2 2
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Tree=187
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internal_weight=717.842 638.211 323.152 315.059 79.6314 18.7876 60.8437
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Tree=188
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internal_weight=2265.07 1153.01 877.802 1112.06 275.209 643.363 468.701
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Tree=189
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internal_weight=3100.98 1768.71 1332.28 1159.07 609.636 1057.24 275.041
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Tree=190
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Tree=191
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Tree=192
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Tree=193
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Tree=194
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Tree=195
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Tree=196
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Tree=199
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Tree=201
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Tree=202
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decision_type=2 2 2 2 2 2 2
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internal_weight=2031.03 738.285 1292.74 603.279 713.468 135.007 579.275
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is_linear=0
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Tree=203
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decision_type=2 2 2 2 2 2 2
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internal_weight=1481.3 918.1 563.201 769.472 173.409 389.792 148.628
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is_linear=0
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Tree=204
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decision_type=2 2 2 2 2 2 2
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internal_weight=451.407 380.72 290.504 90.2156 70.687 67.3835 3.30352
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Tree=205
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decision_type=2 2 2 2 2 2 2
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internal_weight=717.748 639.015 324.502 314.514 78.733 18.844 59.889
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Tree=206
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decision_type=2 2 2 2 2 2 2
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internal_weight=2263.11 1159.86 1103.25 899.37 640.547 260.489 462.706
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Tree=207
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internal_weight=3098.98 1775.05 1441.15 1323.93 1052.48 333.898 271.448
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Tree=208
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Tree=209
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Tree=210
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internal_weight=2052.22 1051.1 1001.12 781.643 269.457 227.703 773.416
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Tree=211
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Tree=212
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is_linear=0
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Tree=213
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Tree=214
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Tree=215
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Tree=216
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Tree=217
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decision_type=2 2 2 2 2 2 2
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decision_type=2 2 2 2 2 2 2
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internal_weight=350.626 179.365 109.552 69.8133 171.261 128.03 43.2315
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is_linear=0
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Tree=219
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decision_type=2 2 2 2 2 2 2
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internal_weight=2049.14 1132.08 917.064 1105.55 863.889 53.1752 26.5335
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Tree=220
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decision_type=2 2 2 2 2 2 2
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internal_weight=2029.28 917.981 1111.3 646.858 966.874 271.122 144.426
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is_linear=0
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Tree=221
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decision_type=2 2 2 2 2 2 2
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internal_weight=1481.08 1143.89 855.538 288.352 337.186 186.1 151.086
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is_linear=0
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Tree=222
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decision_type=2 2 2 2 2 2 2
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internal_weight=451.25 238.276 80.1568 212.975 167.788 45.1862 158.119
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is_linear=0
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Tree=223
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decision_type=2 2 2 2 2 2 2
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internal_weight=717.114 628.228 322.926 305.302 88.8863 27.5776 61.3086
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Tree=224
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decision_type=2 2 2 2 2 2 2
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Tree=225
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decision_type=2 2 2 2 2 2 2
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internal_weight=3094.42 1487.97 1606.45 1166.26 1039.13 567.319 321.703
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Tree=226
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decision_type=2 2 2 2 2 2 2
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Tree=227
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=228
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Tree=229
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Tree=230
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Tree=231
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decision_type=2 2 2 2 2 2 2
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Tree=232
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Tree=233
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Tree=234
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=238
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decision_type=2 2 2 2 2 2 2
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internal_weight=2028.88 920.703 649.875 1108.18 1036.31 270.828 71.8727
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Tree=239
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Tree=240
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internal_weight=450.688 236.929 210.056 213.759 96.0775 26.8734 117.681
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Tree=241
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decision_type=2 2 2 2 2 2 2
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internal_weight=716.973 629.092 324.39 304.702 87.881 27.4743 60.4067
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Tree=242
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decision_type=2 2 2 2 2 2 2
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internal_weight=2259.8 1099.69 821.35 1160.11 836.852 278.338 323.257
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is_linear=0
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Tree=243
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internal_weight=3092.03 2114.75 977.275 1435.67 701.779 679.087 275.496
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Tree=244
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decision_type=2 2 2 2 2 2 2
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Tree=245
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=246
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is_linear=0
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Tree=247
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Tree=248
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Tree=249
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Tree=250
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decision_type=2 2 2 2 2 2 2
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Tree=251
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Tree=252
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Tree=255
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Tree=256
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internal_weight=2027.34 1293.65 733.685 371.489 362.197 978.973 314.68
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Tree=257
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decision_type=2 2 2 2 2 2 2
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internal_weight=1478.78 572.914 905.868 289.485 271.988 616.383 300.925
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Tree=258
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Tree=259
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Tree=260
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Tree=261
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Tree=264
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Tree=268
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Tree=269
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Tree=270
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internal_weight=833.504 721.878 649.761 72.1173 111.626 13.4003 98.2256
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Tree=272
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Tree=273
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=274
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decision_type=2 2 2 2 2 2 2
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internal_weight=2026.41 1290.45 735.959 346.294 362.879 373.08 944.158
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is_linear=0
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Tree=275
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decision_type=2 2 2 2 2 2 2
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internal_weight=1478.79 881.756 597.031 711.44 69.7644 527.267 170.317
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is_linear=0
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Tree=276
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decision_type=2 2 2 2 2 2 2
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internal_weight=450.317 395.098 283.279 111.819 55.2189 10.4912 44.7278
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Tree=277
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decision_type=2 2 2 2 2 2 2
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internal_weight=716.6 461.777 254.823 211.596 179.666 282.111 43.2272
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Tree=278
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internal_weight=2256.66 1106.53 1150.12 815.692 829.821 290.839 320.304
internal_count=14152 6182 7970 4683 5497 1499 2473
is_linear=0
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Tree=279
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internal_weight=3086.81 1677.04 1341.2 1409.77 894.295 335.844 515.476
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is_linear=0
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Tree=280
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internal_weight=833.4 549.607 47.2015 502.406 283.792 107.246 176.547
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is_linear=0
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Tree=281
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is_linear=0
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Tree=282
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is_linear=0
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Tree=283
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Tree=284
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decision_type=2 2 2 2 2 2 2
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Tree=285
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Tree=286
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Tree=287
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internal_weight=3084.09 1799.02 1519.13 1285.07 897.05 279.891 388.017
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is_linear=0
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Tree=289
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decision_type=2 2 2 2 2 2 2
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internal_weight=833.745 723.717 479.066 244.651 110.028 14.1646 95.8629
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is_linear=0
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Tree=290
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.493 283.009 208.798 66.4846 49.5035 74.2109 16.9811
internal_count=14153 11839 8307 2314 1664 3532 650
is_linear=0
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Tree=291
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threshold=3.5450000000000004 3.3750000000000004 0.057733795150915257 1.1833333333333336 0.5124309890665032 1574.709031446858 0.61434823896303536
decision_type=2 2 2 2 2 2 2
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internal_weight=2046.5 1108.77 946.595 937.731 475.452 462.279 162.17
internal_count=14153 8114 6796 6039 3058 2981 1318
is_linear=0
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Tree=292
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decision_type=2 2 2 2 2 2 2
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internal_weight=2027.76 1517.96 1384.98 509.799 275.569 234.23 132.98
internal_count=14153 10912 9834 3241 1739 1502 1078
is_linear=0
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Tree=293
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decision_type=2 2 2 2 2 2 2
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internal_weight=1479.28 791.161 688.117 427.354 633.16 158.001 260.763
internal_count=14153 6906 7247 4207 5655 1251 3040
is_linear=0
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Tree=294
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decision_type=2 2 2 2 2 2 2
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internal_weight=450.653 368.544 341.684 26.8601 82.1093 73.0678 9.04156
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is_linear=0
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Tree=295
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=296
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decision_type=2 2 2 2 2 2 2
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internal_weight=2255.55 1335.46 920.09 952.47 382.993 745.654 174.437
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is_linear=0
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Tree=297
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decision_type=2 2 2 2 2 2 2
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internal_weight=3082.65 1801.42 1520.63 1281.23 895.329 280.791 385.897
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is_linear=0
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Tree=298
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decision_type=2 2 2 2 2 2 2
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internal_count=14153 12117 7909 4208 2036 262 1774
is_linear=0
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Tree=299
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.488 265.126 219.753 84.3622 78.092 45.3736 6.27013
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is_linear=0
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Tree=300
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internal_weight=2046.25 1290.17 756.088 1227.4 584.686 62.7663 171.402
internal_count=14153 8502 5651 8055 4249 447 1402
is_linear=0
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Tree=301
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internal_weight=2027.75 1396.67 417.819 978.855 631.072 553.086 77.9865
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is_linear=0
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Tree=302
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decision_type=2 2 2 2 2 2 2
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internal_weight=1478.81 877.893 600.914 288.907 588.987 327.604 273.31
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Tree=303
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decision_type=2 2 2 2 2 2 2
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Tree=304
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=305
num_leaves=8
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internal_weight=3081.12 2225.35 1679.7 855.774 585.922 269.853 545.651
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decision_type=2 2 2 2 2 2 2
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Tree=309
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decision_type=2 2 2 2 2 2 2
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internal_weight=2046.06 1291.91 754.147 1229.35 593.806 62.5595 160.341
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is_linear=0
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Tree=310
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internal_weight=2027.7 1398.06 799.692 598.364 629.646 547.394 82.2521
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Tree=311
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Tree=312
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Tree=313
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Tree=314
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Tree=315
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Tree=316
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Tree=318
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Tree=321
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Tree=322
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internal_weight=2253 1115.87 1137.13 827.582 839.721 288.287 297.405
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Tree=326
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decision_type=2 2 2 2 2 2 2
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Tree=327
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decision_type=2 2 2 2 2 2 2
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Tree=328
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decision_type=2 2 2 2 2 2 2
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Tree=329
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Tree=330
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Tree=331
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decision_type=2 2 2 2 2 2 2
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Tree=332
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Tree=333
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Tree=334
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is_linear=0
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Tree=338
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Tree=339
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Tree=340
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Tree=343
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decision_type=2 2 2 2 2 2 2
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internal_weight=828.075 719.732 649.268 108.343 43.2814 70.4633 65.0613
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Tree=344
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.507 277.756 187.882 89.8741 69.7512 66.2747 3.47651
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Tree=345
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decision_type=2 2 2 2 2 2 2
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Tree=346
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decision_type=2 2 2 2 2 2 2
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Tree=347
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decision_type=2 2 2 2 2 2 2
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Tree=348
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decision_type=2 2 2 2 2 2 2
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Tree=349
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Tree=350
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Tree=351
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Tree=352
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Tree=353
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Tree=354
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Tree=355
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Tree=356
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Tree=357
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Tree=358
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Tree=362
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Tree=363
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Tree=364
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Tree=365
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Tree=366
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Tree=367
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Tree=368
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Tree=369
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Tree=370
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Tree=371
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Tree=372
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Tree=373
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Tree=375
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Tree=376
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Tree=381
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Tree=382
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Tree=383
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internal_weight=1476.81 584.417 892.391 674.801 445.054 217.59 139.363
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Tree=384
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Tree=385
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Tree=386
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Tree=390
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Tree=391
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Tree=394
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Tree=398
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Tree=399
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decision_type=2 2 2 2 2 2 2
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Tree=400
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Tree=401
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Tree=402
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Tree=403
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Tree=404
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Tree=405
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Tree=406
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Tree=407
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Tree=408
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Tree=411
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Tree=412
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Tree=416
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Tree=417
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Tree=418
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Tree=419
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Tree=421
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Tree=422
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Tree=423
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Tree=424
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Tree=425
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Tree=426
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Tree=428
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Tree=429
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Tree=434
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Tree=436
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Tree=437
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Tree=438
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Tree=439
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Tree=440
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Tree=441
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Tree=442
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Tree=444
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Tree=445
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Tree=447
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Tree=449
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Tree=452
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Tree=453
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decision_type=2 2 2 2 2 2 2
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Tree=454
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Tree=455
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Tree=456
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decision_type=2 2 2 2 2 2 2
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Tree=457
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Tree=458
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Tree=459
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Tree=460
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Tree=461
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Tree=462
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Tree=463
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Tree=464
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Tree=465
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internal_weight=710.061 690.353 601.852 88.5008 19.7082
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Tree=467
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internal_weight=2221.9 1323.03 898.869 602.082 720.951 763.854 135.016
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Tree=468
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decision_type=2 2 2 2 2 2 2
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internal_weight=3067.26 1608.03 1459.23 1350.46 257.569 1158.55 300.686
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Tree=469
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decision_type=2 2 2 2 2 2 2
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internal_weight=835.528 413.052 315.354 422.476 360.602 97.6979 61.8737
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Tree=470
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.179 244.849 124.496 104.331 93.0618 120.352 11.2688
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Tree=471
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decision_type=2 2 2 2 2 2 2
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internal_weight=2041.24 1463.99 1245.9 577.252 259.071 318.181 218.09
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is_linear=0
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Tree=472
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Tree=473
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decision_type=2 2 2 2 2 2 2
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internal_weight=1475.86 898.973 576.891 598.042 300.931 270.569 306.322
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Tree=474
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decision_type=2 2 2 2 2 2 2
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internal_weight=451.323 323.858 269.315 54.543 127.466 29.9022 97.5635
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is_linear=0
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Tree=475
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=476
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Tree=477
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Tree=478
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Tree=479
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Tree=480
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Tree=481
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Tree=482
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Tree=483
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Tree=485
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decision_type=2 2 2 2 2 2 2
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Tree=487
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is_linear=0
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Tree=488
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decision_type=2 2 2 2 2 2 2
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Tree=489
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Tree=490
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Tree=491
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Tree=492
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=493
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Tree=494
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Tree=495
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Tree=496
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is_linear=0
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Tree=497
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Tree=498
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Tree=499
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Tree=500
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Tree=501
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Tree=505
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Tree=506
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Tree=507
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Tree=508
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Tree=509
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Tree=510
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Tree=511
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decision_type=2 2 2 2 2 2 2
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Tree=512
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Tree=513
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Tree=515
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Tree=516
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Tree=517
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Tree=518
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Tree=519
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internal_count=14222 2751 2201 11471 550 11076 395
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Tree=521
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decision_type=2 2 2 2 2 2 2
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internal_weight=2239.41 1085.58 1153.83 878.776 904.228 249.6 206.804
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Tree=522
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decision_type=2 2 2 2 2 2 2
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internal_weight=3063.78 1740.24 1323.54 1396.43 1121.19 202.347 343.815
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Tree=523
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decision_type=2 2 2 2 2 2
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Tree=524
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decision_type=2 2 2 2 2 2 2
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Tree=525
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Tree=526
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decision_type=2 2 2 2 2 2 2
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Tree=527
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Tree=528
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decision_type=2 2 2 2 2 2 2
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Tree=529
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internal_count=14222 13667 11709 1958 555
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Tree=530
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decision_type=2 2 2 2 2 2 2
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Tree=531
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Tree=532
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Tree=533
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Tree=534
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Tree=535
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Tree=536
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Tree=537
num_leaves=8
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Tree=543
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Tree=547
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Tree=548
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Tree=549
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Tree=557
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internal_weight=2239.89 1465.98 1192.76 773.911 732.328 273.22 41.5827
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Tree=558
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decision_type=2 2 2 2 2 2 2
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internal_weight=3057.97 1805.76 1459.34 1252.21 1124.1 346.417 128.114
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internal_weight=838.05 732.26 628.043 105.79 49.2186 104.216 56.5714
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Tree=560
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internal_weight=350.328 93.0726 61.6226 257.255 168.855 31.45 88.4001
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Tree=561
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decision_type=2 2 2 2 2 2
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internal_weight=2043.87 1984.32 1020.98 963.347 59.5491 50.6363
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Tree=562
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Tree=563
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Tree=564
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Tree=565
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Tree=566
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Tree=567
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Tree=568
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Tree=569
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Tree=570
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Tree=571
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Tree=572
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Tree=576
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Tree=577
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Tree=578
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Tree=579
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Tree=581
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Tree=582
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Tree=583
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Tree=584
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Tree=585
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Tree=589
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Tree=590
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Tree=591
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internal_weight=452.725 146.511 306.214 279.985 38.6264 107.885 26.2288
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Tree=592
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decision_type=2 2 2 2 2 2 2
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internal_weight=719.296 621.987 605.933 97.3087 44.4759 52.8328 16.0535
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Tree=593
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decision_type=2 2 2 2 2 2 2
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internal_weight=2245.55 1528.6 947.659 716.945 580.942 280.182 436.763
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is_linear=0
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Tree=594
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decision_type=2 2 2 2 2 2 2
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internal_weight=3059.74 1845.28 1744.1 1214.47 992.433 101.179 222.035
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is_linear=0
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Tree=595
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decision_type=2 2 2 2 2 2 2
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internal_weight=841.306 355.217 486.089 196.634 49.2765 436.813 158.583
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is_linear=0
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Tree=596
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decision_type=2 2 2 2 2 2 2
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internal_weight=351.288 55.9398 295.349 178.101 38.9614 117.248 16.9785
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Tree=597
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decision_type=2 2 2 2 2 2 2
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internal_weight=2050.02 1526.97 494.062 1032.91 523.043 478.361 44.6822
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Tree=598
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decision_type=2 2 2 2 2 2 2
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internal_weight=2042.23 1592.14 1538.67 450.092 119.934 330.158 53.4639
internal_count=14283 11615 11261 2668 684 1984 354
is_linear=0
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Tree=599
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decision_type=2 2 2 2 2 2 2
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internal_weight=1486.86 909.324 577.54 642.278 230.316 267.046 347.224
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is_linear=0
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Tree=600
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decision_type=2 2 2 2 2 2 2
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internal_weight=452.777 381.774 276.672 71.0033 45.135 105.102 25.8683
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is_linear=0
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Tree=601
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=602
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internal_weight=2244.74 1530.07 1114.37 714.678 415.694 279.984 434.694
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is_linear=0
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Tree=603
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=604
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is_linear=0
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Tree=605
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Tree=606
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is_linear=0
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Tree=607
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Tree=608
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internal_weight=1487.01 1013.19 654.442 473.82 115.761 358.059 358.746
internal_count=14283 10607 6456 3676 900 2776 4151
is_linear=0
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Tree=609
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decision_type=2 2 2 2 2 2 2
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internal_weight=452.881 147.016 305.865 279.524 114.458 26.3408 32.5583
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is_linear=0
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Tree=610
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threshold=0.041481481481481355 5.5250000000000012 1525.8957857195135 1.3875000000000002 3.0350000000000006 1657.5059421714752 -0.31374999999999992
decision_type=2 2 2 2 2 2 2
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internal_weight=718.583 622.191 606.378 96.3918 44.2935 52.0983 15.8128
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is_linear=0
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Tree=611
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threshold=1.0000000180025095e-35 -6.7499999999999973 2.6550000000000007 1.8550000000000002 0.25070180469638537 -0.12761494252873565 -0.34020373514431235
decision_type=2 2 2 2 2 2 2
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internal_weight=2243.85 1531.37 1114.61 712.484 416.76 279.853 432.631
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is_linear=0
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Tree=612
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decision_type=2 2 2 2 2 2 2
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internal_weight=3033.53 1835.31 1638.78 1198.22 930.049 196.529 268.17
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is_linear=0
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Tree=613
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decision_type=2 2 2 2 2 2 2
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internal_weight=833.794 757.039 240.553 516.486 76.7554 65.8334 10.922
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Tree=614
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decision_type=2 2 2 2 2 2 2
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internal_weight=348.343 198.055 97.711 100.344 150.288 124.798 25.4898
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is_linear=0
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Tree=615
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decision_type=2 2 2 2 2 2 2
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internal_weight=2035.57 1469.78 1233.82 565.788 235.964 50.8522 514.936
internal_count=14180 9829 7967 4351 1862 360 3991
is_linear=0
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Tree=616
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decision_type=2 2 2 2 2 2 2
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internal_weight=2024.9 1269.92 754.981 161.87 593.111 1131.19 138.737
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is_linear=0
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Tree=617
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decision_type=2 2 2 2 2 2 2
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internal_weight=1476.12 968.034 676.097 291.937 508.082 94.3075 413.775
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Tree=618
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decision_type=2 2 2 2 2 2 2
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internal_weight=449.326 377.68 189.316 71.6461 56.0628 188.364 15.5833
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Tree=619
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decision_type=2 2 2 2 2 2
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internal_weight=712.605 315.373 397.231 369.817 312.011 27.4144
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is_linear=0
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Tree=620
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decision_type=2 2 2 2 2 2 2
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Tree=621
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Tree=622
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decision_type=2 2 2 2 2 2 2
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Tree=623
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decision_type=2 2 2 2 2 2 2
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Tree=624
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internal_weight=2035.8 1471.22 1235.7 564.583 50.9175 513.666 235.523
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is_linear=0
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Tree=625
num_leaves=8
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decision_type=2 2 2 2 2 2
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internal_weight=712.487 314.602 397.885 370.584 311.208 27.301
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Tree=629
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decision_type=2 2 2 2 2 2 2
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Tree=630
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internal_weight=3030.99 1730.83 1300.16 1233.1 247.828 497.728 1052.33
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Tree=631
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Tree=632
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internal_weight=348.398 199.573 53.7132 145.86 148.826 45.4208 103.405
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Tree=633
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Tree=634
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decision_type=2 2 2 2 2 2 2
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internal_weight=2023.88 1295.68 1157.48 728.192 233.142 495.051 138.203
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Tree=635
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decision_type=2 2 2 2 2 2 2
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Tree=636
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is_linear=0
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Tree=637
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Tree=638
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Tree=639
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Tree=640
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Tree=641
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Tree=642
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Tree=643
num_leaves=8
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internal_weight=1475.01 963.661 635.36 511.35 315.39 328.301 195.96
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internal_weight=712.281 313.288 398.993 371.915 309.831 27.0776
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Tree=647
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internal_weight=2225.42 1548.51 850.45 676.91 698.064 447.527 229.383
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Tree=648
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internal_weight=3034.4 2025.25 1778.35 1009.15 582.031 246.904 427.118
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Tree=649
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Tree=650
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Tree=652
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Tree=653
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Tree=655
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Tree=656
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Tree=657
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Tree=660
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internal_weight=2027.64 1451.24 187.063 1264.17 576.408 476.919 99.4888
internal_count=14202 10752 1281 9471 3450 2845 605
is_linear=0
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decision_type=2 2 2 2 2 2 2
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internal_weight=1475.67 1028.46 591.349 437.115 447.209 34.2747 412.934
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is_linear=0
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Tree=663
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decision_type=2 2 2 2 2 2 2
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internal_weight=449.342 377.044 189.167 187.877 72.2977 58.5352 13.7625
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is_linear=0
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Tree=664
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decision_type=2 2 2 2 2 2 2
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internal_weight=712.819 616.747 433.487 183.26 96.0726 37.0586 59.014
internal_count=14202 12129 8279 3850 2073 784 1289
is_linear=0
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Tree=665
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decision_type=2 2 2 2 2 2 2
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internal_weight=2225.48 1194.61 623.595 1030.87 826.215 571.014 204.656
internal_count=14202 6225 3500 7977 5967 2725 2010
is_linear=0
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Tree=666
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decision_type=2 2 2 2 2 2 2
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internal_weight=3031.28 2121.3 1881.4 909.975 239.902 486.569 423.406
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is_linear=0
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Tree=667
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decision_type=2 2 2 2 2 2 2
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internal_weight=835.197 721.757 388.466 113.439 32.8536 80.5858 333.291
internal_count=14202 12392 6490 1810 520 1290 5902
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Tree=668
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.024 252.4 199.743 52.6563 96.6242 14.7124 81.9117
internal_count=14202 9048 7127 1921 5154 776 4378
is_linear=0
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Tree=669
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decision_type=2 2 2 2 2 2 2
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internal_weight=2040.64 1522.86 1467.96 517.785 437.599 80.1865 54.8941
internal_count=14202 11065 10625 3137 2675 462 440
is_linear=0
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Tree=670
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decision_type=2 2 2 2 2 2 2
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internal_weight=2027.42 1450.03 187.407 577.388 477.519 1262.62 99.8687
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is_linear=0
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Tree=671
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decision_type=2 2 2 2 2 2 2
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internal_weight=1475.11 1029.17 915.34 445.934 96.461 349.473 113.832
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is_linear=0
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Tree=672
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decision_type=2 2 2 2 2 2 2
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internal_weight=449.481 183.364 266.116 235.046 161.4 31.0701 21.9643
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is_linear=0
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Tree=673
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decision_type=2 2 2 2 2 2
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internal_weight=712.35 616.719 601.739 95.6318 37.0188 58.613
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is_linear=0
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Tree=674
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=675
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=676
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Tree=677
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=678
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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decision_type=2 2 2 2 2 2
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Tree=683
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Tree=685
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Tree=686
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Tree=687
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Tree=690
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Tree=695
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Tree=696
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Tree=700
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Tree=702
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Tree=703
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Tree=704
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Tree=706
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Tree=707
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Tree=708
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Tree=709
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Tree=710
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Tree=712
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Tree=713
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internal_weight=2041.91 1618.53 1589.84 423.387 384.889 28.6872 38.4981
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is_linear=0
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decision_type=2 2 2 2 2 2 2
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internal_weight=2026.15 649.007 1377.14 1266.73 110.407 572.484 76.5232
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Tree=716
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decision_type=2 2 2 2 2 2 2
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internal_weight=1470.46 959.379 814.174 511.08 332.283 178.797 145.205
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is_linear=0
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Tree=717
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threshold=1.0000000180025095e-35 3.3050000000000002 1.6835000000000002 1568.1142189026939 0.52223612762013494 3.1647286821705429 1362.5261128545305
decision_type=2 2 2 2 2 2 2
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internal_weight=450.103 170.64 279.463 80.9085 154.532 198.555 16.1071
internal_count=14197 5170 9027 2657 4502 6370 668
is_linear=0
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Tree=718
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decision_type=2 2 2 2 2 2 2
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internal_weight=712.386 395.212 349.384 317.174 246.115 45.8283 71.0583
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is_linear=0
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Tree=719
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decision_type=2 2 2 2 2 2 2
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internal_weight=2214.31 1705.33 1313.64 391.687 508.989 427.195 81.7936
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is_linear=0
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Tree=720
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decision_type=2 2 2 2 2 2 2
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internal_weight=3035.34 1877.93 1713.38 1157.4 1016.64 164.551 140.765
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is_linear=0
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Tree=721
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decision_type=2 2 2 2 2 2 2
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internal_weight=836.617 779.543 719.5 60.0422 57.0741 52.395 4.67906
internal_count=14240 12930 11879 1051 1310 1209 101
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Tree=722
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.607 70.9997 50.8401 278.607 216.432 62.1749 20.1596
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is_linear=0
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Tree=723
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decision_type=2 2 2 2 2 2 2
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internal_weight=2047.78 1877.04 1394.06 482.976 170.741 144.945 25.7963
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is_linear=0
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Tree=724
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Tree=725
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Tree=726
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=727
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Tree=728
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Tree=729
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Tree=730
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Tree=731
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decision_type=2 2 2 2 2 2 2
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Tree=732
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internal_weight=2047.59 1877.56 482.473 1395.08 170.034 144.222 25.8126
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Tree=733
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decision_type=2 2 2 2 2 2 2
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internal_weight=2029.07 1566.09 1514.18 51.907 462.982 422.588 40.3946
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Tree=734
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decision_type=2 2 2 2 2 2 2
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internal_weight=1474.1 931.327 542.776 838.668 484.28 92.6594 58.4957
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is_linear=0
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Tree=735
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decision_type=2 2 2 2 2 2 2
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internal_weight=451.4 372.393 346.36 79.0066 36.9495 42.0571 26.0337
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is_linear=0
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Tree=736
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internal_weight=713.347 668.537 650.754 17.7829 44.8102 9.51634 35.2939
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Tree=737
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decision_type=2 2 2 2 2 2 2
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internal_weight=2219.49 1530.36 689.136 397.459 1132.9 573.219 115.918
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Tree=738
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decision_type=2 2 2 2 2 2 2
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internal_weight=3033.12 1880.18 1716.13 1152.95 1013.88 164.049 139.068
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Tree=739
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decision_type=2 2 2 2 2 2 2
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internal_weight=836.711 771.342 106.222 665.12 65.3688 54.0235 11.3453
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is_linear=0
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Tree=740
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.526 42.0469 307.479 179.002 128.477 30.4116 11.6353
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Tree=741
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internal_weight=2047.33 1781.96 1755.67 265.366 257.127
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is_linear=0
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Tree=742
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Tree=743
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Tree=744
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Tree=745
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Tree=746
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Tree=747
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Tree=748
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internal_weight=349.537 71.8404 51.5762 277.697 18.8189 258.878 20.2643
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Tree=750
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decision_type=2 2 2 2 2 2
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internal_weight=2047.15 1878.42 1397.09 481.33 168.728 163.422
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is_linear=0
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Tree=751
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decision_type=2 2 2 2 2 2 2
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internal_weight=2028.12 1376.18 164.768 651.933 1211.41 582.502 69.4302
internal_count=14240 9014 1003 5226 8011 4592 634
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Tree=752
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decision_type=2 2 2 2 2 2 2
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internal_weight=1474.12 543.35 930.768 845.644 332.528 85.1234 210.822
internal_count=14240 6570 7670 6906 3486 764 3084
is_linear=0
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Tree=753
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decision_type=2 2 2 2 2 2 2
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internal_weight=450.765 371.297 273.209 98.0879 79.4673 55.2706 24.1967
internal_count=14240 11929 8777 3152 2311 1543 768
is_linear=0
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Tree=754
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decision_type=2 2 2 2 2 2 2
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internal_weight=713.51 669.078 306.018 363.06 44.4315 9.53084 34.9006
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is_linear=0
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Tree=755
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decision_type=2 2 2 2 2 2 2
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internal_weight=2217.22 1132.17 1085.05 868.48 263.694 487.106 597.94
internal_count=14240 8780 5460 7097 1683 2361 3099
is_linear=0
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Tree=756
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decision_type=2 2 2 2 2 2 2
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internal_weight=3023.92 1263.51 1760.41 1632.14 950.456 313.055 128.27
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is_linear=0
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Tree=757
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decision_type=2 2 2 2 2 2 2
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internal_weight=836.611 171.276 665.335 118.515 546.82 71.4459 99.8303
internal_count=14235 2743 11492 1957 9535 1137 1606
is_linear=0
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Tree=758
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.415 249.346 62.1614 100.069 187.185 90.5262 9.54288
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is_linear=0
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Tree=759
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decision_type=2 2 2 2 2 2 2
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internal_weight=2044.87 1487.11 1444.19 557.762 508.053 49.709 42.9194
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is_linear=0
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Tree=760
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decision_type=2 2 2 2 2 2 2
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Tree=761
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internal_weight=1475.98 1217.01 1035.9 181.106 258.967 188.776 70.1908
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Tree=762
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=763
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Tree=764
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is_linear=0
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Tree=765
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=766
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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decision_type=2 2 2 2 2 2 2
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decision_type=2 2 2 2 2 2 2
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decision_type=2 2 2 2 2 2 2
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internal_weight=1475.77 1217.76 1036.1 181.658 258.012 249.228 8.78416
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Tree=771
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decision_type=2 2 2 2 2 2 2
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internal_weight=449.212 359.279 256.2 103.079 89.9327 25.1617 64.771
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is_linear=0
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Tree=772
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decision_type=2 2 2 2 2 2
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internal_weight=714.295 656.904 441.015 215.89 57.391 52.0322
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is_linear=0
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Tree=773
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decision_type=2 2 2 2 2 2 2
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internal_weight=2217.61 1185.7 1031.91 1066.51 737.72 119.189 294.191
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Tree=774
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decision_type=2 2 2 2 2 2 2
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Tree=775
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internal_weight=836.462 114.548 721.914 668.946 52.9686 28.4327 86.1148
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Tree=776
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Tree=777
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Tree=778
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Tree=779
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internal_weight=1475.45 1218.44 1036.27 182.168 257.005 187.576 69.429
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Tree=780
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is_linear=0
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Tree=781
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Tree=782
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is_linear=0
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Tree=783
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Tree=784
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=836.355 172.043 664.312 119.132 545.18 71.9684 100.074
internal_count=14235 2743 11492 1957 9535 1137 1606
is_linear=0
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Tree=785
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threshold=1.8450000000000004 1.6125000000000003 2.0690476190476197 2.1000000000000005 10.15 0.20775000000000002 0.26796584848230992
decision_type=2 2 2 2 2 2 2
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right_child=1 2 -4 6 -6 -7 -8
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internal_weight=349.686 248.409 62.6191 101.277 185.79 91.8537 9.423
internal_count=14235 11047 2421 3188 8626 2864 324
is_linear=0
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Tree=786
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split_gain=25.1174 16.9123 17.255 9.63602 9.30925 4.12791 1.74522
threshold=3.8050000000000002 -0.24520325203252033 5.2499999999999991 1486.2707333592127 0.10501563477173227 -0.92933422036082891 0.26050000000000006
decision_type=2 2 2 2 2 2 2
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leaf_value=0.0039667182542899599 -0.0066314274323788789 0.00011047325489259539 0.0030340234510920108 -0.0056025192968935569 -0.00093900520538722039 0.00084005787401143252 0.0064704907107389822
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internal_weight=2044.86 1903.01 1790.59 112.416 141.852 131.37 10.4816
internal_count=14235 12789 11939 850 1446 1352 94
is_linear=0
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Tree=787
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split_gain=14.0144 8.50997 9.34718 8.30976 7.61911 7.06385 4.6235
threshold=2.9450000000000007 0.84260000000000013 2.8677595628415307 1.1950000000000001 -0.6379999999999999 -0.23643132220795887 -0.15973727422003284
decision_type=2 2 2 2 2 2 2
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leaf_value=0.0050135327202761835 0.0025541414582979263 0.0055490891814297871 -0.0038413579069401988 0.0014952869207306672 -0.0010135431113067004 0.0004083775027779527 -0.005852913746247794
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leaf_count=307 60 725 89 1905 6696 3857 596
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internal_weight=2030.28 801.152 134.176 1229.13 1157.49 666.976 71.6353
internal_count=14235 4978 814 9257 8601 4164 656
is_linear=0
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Tree=788
num_leaves=8
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split_feature=36 40 96 114 130 17 111
split_gain=30.1664 17.9509 10.1538 7.78499 5.4272 6.34793 2.94936
threshold=3.8350000000000004 3.9250000000000003 4.5000000000000009 0.63350000000000006 2.1055000000000006 1.0000000180025095e-35 15.350000000000003
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00091525614125252241 -0.0041436355612187638 -0.00038154250785988057 -0.0019428998873854014 0.0058731571622284455 -0.0082784740156713818 0.00093331664319334842 -0.00098224181982232918
leaf_weight=750.5282519608736 131.41434490680695 42.634155601263046 285.95951648056507 140.06106552481651 54.427124962210655 55.681555885821581 14.546842172741888
leaf_count=6549 1824 300 2777 972 830 765 218
internal_value=-6.65675e-05 0.000798795 0.000115812 0.00446885 -0.0040633 -0.00266165 -0.00705553
internal_weight=1475.25 1219.18 1036.49 182.695 256.07 187.096 68.974
internal_count=14235 10598 9326 1272 3637 2589 1048
is_linear=0
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Tree=789
num_leaves=8
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split_gain=13.3892 11.5259 10.1289 5.41458 4.54701 4.38753 2.69585
threshold=2.3250000000000006 0.056022920153354853 0.42261904761904762 -0.056809269162210296 1488.6988923640308 1.2550000000000001 3.183333333333334
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0015396345404491863 -0.0029345421764291105 0.0056673415318729409 -0.0014896211332184608 0.0058284871829728472 0.0030592627278238005 -0.0056085460348588015 0.0053710536784844134
leaf_weight=16.4059395249933 3.2124444656074029 30.117771850898862 213.0694173052907 86.865918083116412 4.95877606794238 87.638004716485739 6.7498321644961834
leaf_count=454 113 855 6513 2399 171 3506 224
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internal_weight=449.018 346.459 243.187 103.272 102.559 92.5968 9.96228
internal_count=14235 10221 7368 2853 4014 3677 337
is_linear=0
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Tree=790
num_leaves=8
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split_gain=9.16582 9.66643 10.8186 6.25848 12.0908 8.1995 3.05506
threshold=3.3350000000000004 0.13596116504854369 11.550000000000002 0.47050000000000003 2.6850000000000005 0.92215000000000014 0.22291666666666668
decision_type=2 2 2 2 2 2 2
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right_child=1 2 -4 5 -6 -7 -8
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leaf_weight=34.087172858417034 48.645623838528991 95.42146360874176 56.027258669957519 342.30831062793732 104.20880284160376 31.296228155493736 3.1787940151989451
leaf_count=654 1142 2211 1186 6460 1938 569 75
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internal_weight=715.174 203.273 151.449 511.901 138.296 373.605 51.8244
internal_count=14235 4614 3397 9621 2592 7029 1217
is_linear=0
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Tree=791
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threshold=3.0750000000000006 69.151641886689177 1.2750000000000001 -9.7499999999999964 -0.25830845771144278 1.0650000000000002 1704.4256057295754
decision_type=2 2 2 2 2 2 2
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right_child=2 5 4 -5 -6 -7 -8
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leaf_count=788 1261 468 335 4564 6445 280 94
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internal_weight=2215.24 1188.11 1027.13 1069.55 909.306 118.558 117.825
internal_count=14235 6100 8135 5352 6780 748 1355
is_linear=0
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Tree=792
num_leaves=8
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split_feature=95 34 35 48 134 112 98
split_gain=60.2433 31.6637 14.2664 12.5688 4.80712 3.74529 1.2068
threshold=-7.4999999999999973 1.6250000000000002 7.6500000000000012 1.425 -0.68749999999999989 0.68150000000000011 0.72474747474747481
decision_type=2 2 2 2 2 2 2
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leaf_count=47 4931 1593 137 5562 1796 128 43
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internal_weight=3021.19 2677.44 1275.1 1402.34 343.75 327.579 16.1716
internal_count=14237 12223 5068 7155 2014 1924 90
is_linear=0
shrinkage=0.0130895


Tree=793
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split_gain=7.09085 8.106 10.9174 7.48216 3.8224 2.8768 0.113313
threshold=0.17478885893980231 0.059999999999999956 1.3825000000000001 1.1000000000000003 0.093491561890674355 2.2250000000000005 -0.11458333333333327
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0021099023006065833 0.0033932918944348084 0.004794494354434525 -0.0029502055146399882 0.00078619237761802345 -0.0068295687354826672 0.0018800729513573286 1.9906791718068687e-05
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internal_weight=836.7 794.437 152.427 642.01 42.2627 38.0838 4.17892
internal_count=14237 13329 2557 10772 908 820 88
is_linear=0
shrinkage=0.0130895


Tree=794
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split_gain=11.3851 7.8885 7.02664 6.16886 2.61659 1.95648 0.847159
threshold=4.9050000000000011 1.3750000000000002 1.2360000000000002 0.12666666666666668 1412.1074759687181 6.2350000000000012 7.9450000000000012
decision_type=2 2 2 2 2 2 2
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leaf_count=8532 82 800 1360 1283 2017 119 44
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internal_weight=349.863 312.486 62.9406 249.545 37.3775 35.0718 2.30568
internal_count=14237 11975 2160 9815 2262 2136 126
is_linear=0
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Tree=795
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split_gain=31.8231 18.2843 17.8881 10.2247 4.72508 4.19067 3.57776
threshold=0.38706361411184281 -0.24520325203252033 4.3499999999999988 0.10501563477173227 1663.8233997569571 0.81650000000000011 1.2750000000000001
decision_type=2 2 2 2 2 2 2
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leaf_value=0.0015390292579309274 -0.0032936655964917985 7.2766236643632913e-05 0.0030045729251275033 -0.0024418892219145627 -0.0075696816111794976 -0.0054597555128089326 0.0053463339342488857
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internal_weight=2044.99 1694.78 1595.66 350.207 321.286 99.1198 28.9204
internal_count=14237 11134 10395 3103 2880 739 223
is_linear=0
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Tree=796
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split_gain=21.0464 9.26195 11.0401 8.28629 6.72553 5.90321 3.16713
threshold=3.2450000000000006 0.42950000000000005 0.24638784998920046 1502.0252563256397 6.0450000000000008 6.5277777777777786 0.2645079041305457
decision_type=2 2 2 2 2 2 2
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internal_weight=2028.17 548.015 457.211 90.8045 1480.16 1444.87 35.292
internal_count=14237 3233 2705 528 11004 10636 368
is_linear=0
shrinkage=0.0130895


Tree=797
num_leaves=8
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threshold=-2.9999999999999978 1.9750000000000003 0.27459459459459462 0.3057346229130084 0.22500000000000003 5.0500000000000007 2.9250000000000003
decision_type=2 2 2 2 2 2 2
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internal_weight=1474.25 952.088 823.703 522.16 326.99 195.17 128.384
internal_count=14237 9900 8317 4337 2939 1398 1583
is_linear=0
shrinkage=0.0130895


Tree=798
num_leaves=8
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split_feature=40 85 37 115 148 80 98
split_gain=13.5847 10.0441 8.49129 8.09528 2.22781 2.75368 1.99306
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decision_type=2 2 2 2 2 2 2
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internal_weight=449.945 395.373 66.5928 328.78 54.5724 12.0035 42.5689
internal_count=14237 11818 1810 10008 2419 514 1905
is_linear=0
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Tree=799
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=715.372 627.789 490.391 137.398 87.5834 75.1822 12.4012
internal_count=14237 12309 9528 2781 1928 1651 277
is_linear=0
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Tree=800
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decision_type=2 2 2 2 2 2 2
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internal_weight=2212.73 1502.32 1124.29 378.028 710.41 668.119 42.2917
internal_count=14237 8090 6376 1714 6147 5869 278
is_linear=0
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Tree=801
num_leaves=8
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split_feature=95 85 34 36 0 27 27
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threshold=-7.4999999999999973 -0.36222222222222217 1.6850000000000003 1.5550000000000004 1418.2178653439503 0.44133928571428577 0.4870714285714286
decision_type=2 2 2 2 2 2 2
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internal_weight=3019.87 2677.51 2610 342.361 260.829 67.5082 81.5314
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Tree=802
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decision_type=2 2 2 2 2 2 2
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internal_weight=836.693 549.694 481.224 286.999 215.294 71.7044 68.4709
internal_count=14237 9317 8109 4920 3632 1288 1208
is_linear=0
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Tree=803
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threshold=4.9050000000000011 1.3750000000000002 1.2360000000000002 0.12666666666666668 1412.1074759687181 0.25108695652173912 0.59050000000000014
decision_type=2 2 2 2 2 2 2
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internal_weight=349.84 312.708 63.2062 249.502 37.1321 34.8263 2.30578
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is_linear=0
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Tree=804
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decision_type=2 2 2 2 2 2 2
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leaf_count=95 2328 7183 3212 64 552 644 159
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internal_weight=2044.66 1695.54 1596.75 349.124 320.14 98.7895 28.9836
internal_count=14237 11134 10395 3103 2880 739 223
is_linear=0
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Tree=805
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decision_type=2 2 2 2 2 2 2
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leaf_count=118 411 10058 338 2367 117 224 604
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internal_weight=2028.09 1479.19 548.905 457.757 91.1472 53.3038 1425.89
internal_count=14237 11004 3233 2705 528 342 10662
is_linear=0
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Tree=806
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decision_type=2 2 2 2 2 2 2
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leaf_count=7104 2277 103 775 590 628 1857 903
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internal_weight=1474.22 919.08 555.143 374.744 180.399 860.078 59.0022
internal_count=14237 9967 4270 2867 1403 8961 1006
is_linear=0
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Tree=807
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decision_type=2 2 2 2 2 2 2
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internal_weight=450.105 379.525 64.0921 315.432 70.5806 63.0258 7.55483
internal_count=14237 11258 1721 9537 2979 2699 280
is_linear=0
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Tree=808
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threshold=0.048719452590420258 2.0801583904109591 6.3500000000000005 1450.0526884074809 0.35225889361666013 1389.3956029979813 2.3850000000000002
decision_type=2 2 2 2 2 2 2
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internal_weight=715.401 628.16 455.047 173.114 87.2401 66.1272 21.1129
internal_count=14237 12309 9027 3282 1928 1481 447
is_linear=0
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Tree=809
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decision_type=2 2 2 2 2 2 2
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internal_weight=2211.67 1543.22 1156.67 668.455 560.344 386.549 108.111
internal_count=14237 8323 6565 5914 4634 1758 1280
is_linear=0
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Tree=810
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decision_type=2 2 2 2 2 2 2
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internal_weight=3018.75 2677.67 2610.43 341.076 324.967 67.246 16.1089
internal_count=14237 12223 11883 2014 1924 340 90
is_linear=0
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Tree=811
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split_gain=6.9591 7.83025 10.6065 7.29583 3.79091 3.52661 0.113843
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decision_type=2 2 2 2 2 2 2
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internal_weight=836.684 794.635 152.966 641.669 42.0484 37.8625 4.18584
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is_linear=0
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Tree=812
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.833 312.935 247.147 65.7882 36.8981 34.5923 2.30577
internal_count=14237 11975 9389 2586 2262 2136 126
is_linear=0
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Tree=813
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threshold=2.6850000000000005 -0.26471871412169917 0.35636363636363638 17.950000000000003 1528.5556966770157 1514.0546845004178 20.950000000000003
decision_type=2 2 2 2 2 2 2
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internal_weight=2044.31 1759.83 1681.31 78.5199 284.478 214.546 69.9326
internal_count=14237 11615 11014 601 2622 1933 689
is_linear=0
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Tree=814
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decision_type=2 2 2 2 2 2 2
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internal_weight=2027.88 1478.22 549.666 91.4703 53.5081 1424.71 458.196
internal_count=14237 11004 3233 528 342 10662 2705
is_linear=0
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Tree=815
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decision_type=2 2 2 2 2 2 2
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internal_weight=1474.16 918.059 859.427 556.103 321.089 235.014 58.6321
internal_count=14237 9967 8961 4270 2410 1860 1006
is_linear=0
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Tree=816
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is_linear=0
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Tree=817
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=818
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decision_type=2 2 2 2 2 2 2
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Tree=822
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decision_type=2 2 2 2 2 2 2
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internal_weight=2043.98 1696.78 1598.53 347.2 98.2467 318.205 28.9957
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Tree=823
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Tree=824
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internal_weight=1474.05 917.118 556.935 321.859 858.848 235.075 58.2694
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Tree=825
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Tree=826
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Tree=827
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Tree=828
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Tree=829
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Tree=830
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Tree=831
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Tree=832
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Tree=833
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Tree=834
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Tree=835
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Tree=836
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Tree=838
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Tree=839
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decision_type=2 2 2 2 2 2 2
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internal_weight=348.196 63.1231 45.6664 285.073 267.549 17.4567 17.5235
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Tree=840
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decision_type=2 2 2 2 2 2 2
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internal_weight=2029.88 1288.01 1169.8 741.875 691.015 118.212 50.8597
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Tree=841
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decision_type=2 2 2 2 2 2 2
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Tree=842
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internal_weight=1467.55 576.071 401.506 891.478 704.743 186.735 174.565
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Tree=843
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decision_type=2 2 2 2 2 2 2
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internal_weight=447.053 402.337 393.576 8.76115 44.7159 41.7693 2.94659
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Tree=844
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internal_weight=711.903 70.506 641.397 342.274 299.123 38.1282 32.3778
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Tree=845
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internal_weight=2198.68 1507.22 1452.5 691.465 578.012 113.453 54.7148
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is_linear=0
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Tree=846
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is_linear=0
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Tree=847
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Tree=848
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decision_type=2 2 2 2 2 2 2
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Tree=849
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Tree=850
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Tree=851
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Tree=852
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Tree=853
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Tree=854
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decision_type=2 2 2 2 2 2 2
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internal_weight=2992.58 2052.22 1970.27 940.359 800.268 140.091 81.9457
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Tree=856
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decision_type=2 2 2 2 2 2 2
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internal_weight=831.754 765.568 393.57 371.999 66.1862 51.5249 14.6613
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Tree=857
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.794 63.6709 284.123 46.6277 266.512 17.0432 17.6104
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Tree=858
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decision_type=2 2 2 2 2 2 2
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internal_weight=2029.76 1286.06 1169.09 743.706 685.457 58.2491 116.968
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Tree=859
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decision_type=2 2 2 2 2 2 2
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internal_weight=2017.26 425.252 368.974 1592.01 1465.68 126.329 56.2786
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Tree=860
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decision_type=2 2 2 2 2 2 2
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internal_weight=1467.06 468.418 998.642 907.658 331.475 90.9841 136.943
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is_linear=0
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Tree=861
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decision_type=2 2 2 2 2 2 2
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internal_weight=446.925 401.193 45.732 67.2852 333.908 33.6265 12.1055
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Tree=862
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is_linear=0
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Tree=863
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decision_type=2 2 2 2 2 2 2
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internal_weight=2197.01 1508.83 1320.07 688.189 576.138 188.755 112.051
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Tree=864
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decision_type=2 2 2 2 2 2 2
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internal_weight=3014.89 2161.36 2046.8 853.527 330.681 114.558 522.846
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is_linear=0
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Tree=865
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Tree=866
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Tree=867
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Tree=868
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Tree=869
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is_linear=0
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Tree=870
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Tree=871
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Tree=872
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decision_type=2 2 2 2 2 2 2
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internal_weight=2219.92 1549 564.003 984.995 670.922 428.69 242.232
internal_count=14287 8935 4121 4814 5352 2870 2482
is_linear=0
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Tree=873
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decision_type=2 2 2 2 2 2 2
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leaf_count=8556 2909 319 1968 151 119 210 55
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internal_weight=3013.31 2159.39 2044.59 853.914 798.057 114.807 55.8565
internal_count=14287 11053 10524 3234 3028 529 206
is_linear=0
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Tree=874
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split_gain=7.56932 6.76168 7.70657 5.07965 5.16668 4.13306 1.32104
threshold=0.045479769952577909 1.4995000000000003 1.9000000000000001 1549.5314777069377 0.72750000000000015 0.55000000000000016 0.33166666666666672
decision_type=2 2 2 2 2 2 2
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right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.0020087467079483337 0.00011742816434238577 -0.0061208258836606593 0.003388177871170519 0.0057382419362129178 -0.0027097429239451537 -0.0065356768666454956 0.00072599356891404898
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leaf_count=131 9927 337 2343 192 383 918 56
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internal_weight=839.66 750.316 726.677 89.3442 32.5159 56.8283 23.6389
internal_count=14287 12663 12270 1624 575 1049 393
is_linear=0
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Tree=875
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split_gain=12.0805 8.66627 6.30697 6.26326 1.76473 1.73779 0.56614
threshold=5.1350000000000007 -0.22333670374115264 3.6333333333333337 2.1628787878787885 6.1150000000000011 0.035113324175824107 4.1500000000000012
decision_type=2 2 2 2 2 2 2
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leaf_count=202 58 9683 1700 756 47 1754 87
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internal_weight=351.17 320.459 292.608 27.8509 30.711 28.5849 2.12605
internal_count=14287 12341 11383 958 1946 1812 134
is_linear=0
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Tree=876
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split_gain=24.9164 20.7184 15.2326 10.1881 7.84831 7.11405 4.465
threshold=5.2750000000000012 -0.24520325203252033 2.9999999999999987 0.92261904761904778 1553.0386986490923 1630.682941057544 13.15
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.0065228822126487916 -0.0022953368979213976 -0.00098161466860278578 0.0016914907995047802 0.0080278760531895359 0.0024556804013828189 0.0043896599131449492 0.0019990884586675505
leaf_weight=99.726834870874882 65.398320734500885 1125.8861510008574 528.55849158018827 87.273290112614632 101.27708578854799 32.902680516242981 7.2214074283838263
leaf_count=812 392 8372 3329 516 609 200 57
internal_value=8.89257e-05 -0.000499575 -0.000122645 0.0035989 0.00530613 0.000138753 -0.00582707
internal_weight=2048.24 1761.39 1654.44 286.851 188.55 98.301 106.948
internal_count=14287 12570 11701 1717 1125 592 869
is_linear=0
shrinkage=0.0130895


Tree=877
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threshold=2.8850000000000002 0.071160648519139058 11.150133996120418 2.7750000000000004 2.2950000000000004 0.69047619047619058 3.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.0029755526396212681 -0.0017321063307137747 0.0032872395471050149 0.0031507198158304771 -0.0033251887835273356 -0.0039462205591577022 7.362445119581015e-05 0.0048702223974941101
leaf_weight=139.99303736537695 221.25355342030525 455.02290710806847 74.113995477557182 27.07687946408987 170.57974189519882 939.91173192113638 8.1901996135711652
leaf_count=1001 1402 2718 488 166 1575 6867 70
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internal_weight=2036.14 777.467 295.368 482.1 1258.67 1079.9 178.77
internal_count=14287 4774 1890 2884 9513 7868 1645
is_linear=0
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Tree=878
num_leaves=8
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split_feature=36 40 34 85 29 124 92
split_gain=27.6017 14.5101 10.3895 8.21086 8.16947 6.56172 4.74656
threshold=2.7050000000000005 4.745000000000001 1.5050000000000001 -0.27388994307400377 5.8452380952380958 0.90000000000000013 0.47041666666666665
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -4 -2
right_child=2 4 5 -5 -6 -7 -8
leaf_value=0.0058872049618379852 -0.0048867838640332013 0.0026573255662526844 0.0019723258870439466 0.00069420784457950059 0.011048329529380802 -0.0016698675420942014 0.0016377742463814624
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leaf_count=378 2824 388 1094 6038 213 3112 240
internal_value=0.000189742 0.00167726 -0.00192673 0.00107251 0.00646965 -0.000696534 -0.00429783
internal_weight=1482.12 871.59 610.527 784.664 86.9257 410.387 200.14
internal_count=14287 7017 7270 6416 601 4206 3064
is_linear=0
shrinkage=0.0130895


Tree=879
num_leaves=8
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split_feature=127 96 104 124 54 138 38
split_gain=10.9892 8.48331 11.0141 7.6509 6.03888 5.98149 5.30278
threshold=1.7070000000000001 5.5000000000000009 0.70950000000000013 1.7750000000000001 1.4350000000000003 3.5000000000000004 0.2971959932581244
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
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internal_weight=450.801 350.391 73.5361 100.41 23.7864 276.855 76.6232
internal_count=14287 11516 2138 2771 665 9378 2106
is_linear=0
shrinkage=0.0130895


Tree=880
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threshold=0.30384615384615393 0.051334971334971259 1.0000000180025095e-35 1.3875000000000002 0.51644705678886116 0.30672192291753003
decision_type=2 2 2 2 2 2
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right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0068616478574125171 0.0031229583973659634 -0.0058498456677954919 3.4655758342437958e-05 0.00046422400725671759 0.0023934712602557335 0.0021679589614968589
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leaf_count=827 2566 946 9086 775 46 41
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internal_weight=718.483 676.924 599.615 77.3097 41.5586 39.5814
internal_count=14287 13373 11652 1721 914 868
is_linear=0
shrinkage=0.0130895


Tree=881
num_leaves=8
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split_feature=42 2 35 96 50 96 51
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threshold=3.0950000000000002 72.045168307654322 3.6350000000000002 2.5000000000000004 1.0650000000000002 2.5000000000000004 1.135
decision_type=2 2 2 2 2 2 2
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leaf_count=2492 1915 453 1408 3034 267 3922 796
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internal_weight=2219.13 1224.2 994.936 1110.53 113.667 789.859 205.077
internal_count=14287 6246 8041 5526 720 5837 2204
is_linear=0
shrinkage=0.0130895


Tree=882
num_leaves=7
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split_feature=36 95 85 35 85 37
split_gain=51.3993 25.4972 22.8698 12.16 12.3726 10.431
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decision_type=2 2 2 2 2 2
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internal_weight=3011.72 2157.39 1832.7 854.328 818.771 324.695
internal_count=14287 11053 9072 3234 3107 1981
is_linear=0
shrinkage=0.0130895


Tree=883
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=839.777 750.715 727.185 89.0622 32.5158 56.5464 23.5297
internal_count=14287 12663 12270 1624 575 1049 393
is_linear=0
shrinkage=0.0130895


Tree=884
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decision_type=2 2 2 2 2 2 2
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internal_weight=351.226 320.743 28.05 292.693 30.4833 28.2461 2.23717
internal_count=14287 12341 958 11383 1946 1812 134
is_linear=0
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Tree=885
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decision_type=2 2 2 2 2 2 2
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internal_weight=2048.13 1760.73 1197.79 562.94 287.394 189.122 98.2722
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is_linear=0
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Tree=886
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=2036.21 1316.56 1013.01 719.647 295.84 303.553 423.807
internal_count=14287 8625 6651 5662 2231 1974 3431
is_linear=0
shrinkage=0.0130895


Tree=887
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=1482.06 1165.82 316.237 1046.26 240.174 76.0633 119.567
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is_linear=0
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Tree=888
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=450.714 350.075 73.708 100.64 23.9686 276.367 76.671
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is_linear=0
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Tree=889
num_leaves=7
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threshold=0.30384615384615393 0.051334971334971259 0.42700000000000005 0.50050000000000006 0.52374432269555971 0.41111655002225012
decision_type=2 2 2 2 2 2
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internal_weight=718.429 677.102 600.045 77.0573 41.3271 39.4364
internal_count=14287 13373 11652 1721 914 870
is_linear=0
shrinkage=0.0130895


Tree=890
num_leaves=8
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split_feature=95 34 35 36 27 143 30
split_gain=53.7469 21.4401 14.8889 11.3321 8.14474 6.38639 5.22823
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decision_type=2 2 2 2 2 2 2
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internal_weight=2218.43 1550.64 1138.59 667.787 412.051 478.227 189.559
internal_count=14287 8935 7221 5352 1714 3302 2050
is_linear=0
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Tree=891
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decision_type=2 2 2 2 2 2
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internal_weight=3010.15 2155.43 1831.85 854.718 819.183 323.58
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is_linear=0
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Tree=892
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threshold=1.4995000000000003 5.8452380952380958 2.5280000000000005 0.74250000000000005 3.3819444444444451 15.050000000000002
decision_type=2 2 2 2 2 2
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internal_weight=839.843 812.652 733.291 79.3601 27.1918 24.6122
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is_linear=0
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Tree=893
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decision_type=2 2 2 2 2 2 2
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internal_weight=351.274 321.007 50.6536 270.354 30.2667 28.0313 2.23543
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is_linear=0
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Tree=894
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threshold=5.2750000000000012 -0.24520325203252033 2.9999999999999987 0.92261904761904778 8.5600000000000005 1630.682941057544 1488.1063739193269
decision_type=2 2 2 2 2 2 2
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right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.00010627062485859493 -0.0022477848982364189 -0.00095754705966594796 0.001655192964234572 0.0063192922424734465 -0.0012409411526512263 0.0043015216306718672 -0.0069532340417396777
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internal_weight=2047.91 1760 1653.59 287.914 189.67 98.2444 106.409
internal_count=14287 12570 11701 1717 1125 592 869
is_linear=0
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Tree=895
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split_gain=19.714 8.42674 10.1874 7.93372 6.81616 7.6231 5.31881
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decision_type=2 2 2 2 2 2 2
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internal_weight=2036.2 1317.52 1014.15 303.37 718.682 295.795 422.887
internal_count=14287 8625 6651 1974 5662 2231 3431
is_linear=0
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Tree=896
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decision_type=2 2 2 2 2 2 2
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right_child=2 3 6 -5 -6 -7 -8
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internal_weight=1482.07 873.229 608.84 87.4274 198.606 785.801 410.234
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is_linear=0
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Tree=897
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decision_type=2 2 2 2 2 2 2
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internal_weight=450.697 349.75 73.8835 100.946 34.637 275.867 66.3095
internal_count=14287 11516 2138 2771 1000 9378 1771
is_linear=0
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Tree=898
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decision_type=2 2 2 2 2 2
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internal_weight=718.346 677.242 434.1 243.143 41.104 39.2108
internal_count=14287 13373 8480 4893 914 870
is_linear=0
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Tree=899
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decision_type=2 2 2 2 2 2 2
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internal_weight=2217.64 1551.63 563.15 988.478 666.015 477.519 188.496
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is_linear=0
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Tree=900
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decision_type=2 2 2 2 2 2 2
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internal_weight=3013.38 1480.19 1533.19 1154.11 326.078 763.903 769.289
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is_linear=0
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Tree=901
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decision_type=2 2 2 2 2 2 2
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internal_weight=837.756 157.851 679.905 381.268 298.637 149.788 8.06345
internal_count=14270 2750 11520 6380 5140 2605 145
is_linear=0
shrinkage=0.0130895


Tree=902
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.595 229.62 119.975 71.6372 157.982 47.6089 72.3661
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is_linear=0
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Tree=903
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decision_type=2 2 2 2 2 2
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internal_weight=2049.63 1991.01 1960.07 58.6235 46.0194 30.945
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is_linear=0
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Tree=904
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decision_type=2 2 2 2 2 2 2
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is_linear=0
shrinkage=0.0130895


Tree=905
num_leaves=8
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internal_weight=1474.89 1248.73 321.075 927.654 226.161 138.129 88.0321
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is_linear=0
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Tree=906
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decision_type=2 2 2 2 2 2 2
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internal_weight=450.994 311.616 36.3529 139.378 275.263 102.997 36.3808
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is_linear=0
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Tree=907
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=717.027 692.646 75.7161 616.93 24.3804 22.8538
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is_linear=0
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Tree=908
num_leaves=8
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split_feature=95 36 36 99 96 119 5
split_gain=56.3196 19.9915 16.7225 16.3236 10.6602 8.63315 3.73868
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decision_type=2 2 2 2 2 2 2
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internal_weight=2205.2 1362.7 842.497 1157.82 682.628 159.869 204.886
internal_count=14270 9860 4410 7565 3720 690 2295
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Tree=909
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decision_type=2 2 2 2 2 2 2
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internal_weight=3012.24 2542.49 2404.35 469.751 388.811 138.14 80.9397
internal_count=14270 11148 10590 3122 2585 558 537
is_linear=0
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Tree=910
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threshold=1.0500000000000003 0.12132034632034631 0.5124309890665032 0.78900000000000015 2.1450000000000005 0.65108695652173931 0.18695000000000003
decision_type=2 2 2 2 2 2 2
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internal_weight=837.494 352.516 256.721 484.978 95.7951 455.506 29.4723
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is_linear=0
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Tree=911
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.552 229.927 119.625 72.0058 157.921 47.6436 71.9817
internal_count=14270 8324 5946 2279 6045 2251 3695
is_linear=0
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Tree=912
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decision_type=2 2 2 2 2 2
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internal_weight=2049.1 1990.26 1846.87 58.8442 143.39 48.3648
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is_linear=0
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Tree=913
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split_gain=17.9285 11.5077 8.57373 8.66391 4.56244 3.90102 2.4141
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decision_type=2 2 2 2 2 2 2
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internal_weight=2034.36 109.93 1924.43 1746.09 178.336 89.684 20.2464
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Tree=914
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decision_type=2 2 2 2 2 2 2
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internal_weight=1474.86 1249.5 320.833 928.669 225.361 137.866 87.4951
internal_count=14270 10878 3064 7814 3392 1981 1411
is_linear=0
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Tree=915
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decision_type=2 2 2 2 2 2 2
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internal_weight=450.905 311.122 36.4865 139.782 274.636 103.436 36.3461
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is_linear=0
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Tree=916
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decision_type=2 2 2 2 2 2
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internal_weight=717.149 692.934 75.5458 617.388 24.2149 5.73428
internal_count=14270 13532 1503 12029 738 174
is_linear=0
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Tree=917
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split_gain=54.9711 21.5313 19.0697 14.6484 13.7035 9.53115 8.59
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decision_type=2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -4 -3
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internal_weight=2204.26 1360.81 843.457 118.527 1130.55 724.93 230.258
internal_count=14270 9860 4410 544 8814 3866 1046
is_linear=0
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Tree=918
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split_feature=36 99 85 2 85 27 39
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decision_type=2 2 2 2 2 2 2
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internal_weight=3011.35 1534.2 1477.15 1421.43 806.034 728.167 55.7122
internal_count=14270 6195 8075 7808 3286 2909 267
is_linear=0
shrinkage=0.0130895


Tree=919
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decision_type=2 2 2 2 2 2 2
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internal_weight=837.362 169.839 58.2756 111.563 667.523 55.0854 612.438
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is_linear=0
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Tree=920
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.531 259.472 116.022 90.0591 73.9066 143.45 16.1525
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is_linear=0
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Tree=921
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decision_type=2 2 2 2 2 2
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internal_weight=2048.61 1989.62 1959.04 58.9834 48.5288 30.5862
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is_linear=0
shrinkage=0.0130895


Tree=922
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decision_type=2 2 2 2 2 2 2
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internal_weight=2034.37 110.283 1924.09 1853.57 70.5188 90.055 20.2276
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is_linear=0
shrinkage=0.0130895


Tree=923
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=1474.81 1250.21 320.524 929.685 224.605 137.633 86.9719
internal_count=14270 10878 3064 7814 3392 1981 1411
is_linear=0
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Tree=924
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internal_weight=450.777 310.651 36.6193 140.126 46.15 93.9762 274.031
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is_linear=0
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Tree=925
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decision_type=2 2 2 2 2
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internal_weight=717.222 700.751 241.291 459.46 16.4715
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Tree=926
num_leaves=8
num_cat=0
split_feature=95 39 42 123 9 103 137
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decision_type=2 2 2 2 2 2 2
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internal_weight=3010.42 1535.01 1475.4 1419.57 806.098 728.917 55.8305
internal_count=14270 6195 8075 7808 3286 2909 267
is_linear=0
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Tree=928
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decision_type=2 2 2 2 2 2 2
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internal_weight=837.136 351.952 229.282 485.184 94.1315 391.052 122.67
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Tree=929
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.609 259.222 90.3885 90.3871 74.2926 168.833 16.0945
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is_linear=0
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Tree=930
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decision_type=2 2 2 2 2 2
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internal_weight=2048.16 1899.37 1406.57 492.805 148.786 142.959
internal_count=14270 12701 9280 3421 1569 1518
is_linear=0
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Tree=931
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decision_type=2 2 2 2 2 2 2
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internal_weight=2034.39 110.637 1923.75 1868.87 54.8786 90.4275 20.2092
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Tree=932
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internal_weight=1474.81 1250.97 320.281 930.689 223.835 137.37 86.4651
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is_linear=0
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Tree=933
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decision_type=2 2 2 2 2 2 2
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internal_weight=450.674 310.186 28.9052 281.281 140.488 122.871 17.617
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is_linear=0
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Tree=934
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decision_type=2 2 2 2 2
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internal_weight=717.354 701 74.3369 626.663 16.3541
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Tree=935
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decision_type=2 2 2 2 2 2 2
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internal_weight=2202.32 1356.99 845.326 119.061 1126.24 230.755 726.265
internal_count=14270 9860 4410 544 8814 1046 3866
is_linear=0
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Tree=936
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=937
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internal_weight=831.775 420.239 372.056 48.1836 411.536 281.816 129.72
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is_linear=0
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Tree=938
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Tree=939
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Tree=940
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Tree=941
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Tree=942
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Tree=943
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is_linear=0
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Tree=944
num_leaves=8
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Tree=946
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internal_weight=347.838 63.7306 284.107 265.78 47.3821 18.3276 16.3485
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Tree=948
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Tree=949
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Tree=950
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Tree=951
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decision_type=2 2 2 2 2 2 2
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Tree=952
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decision_type=2 2 2 2 2 2 2
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Tree=953
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Tree=954
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Tree=955
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Tree=956
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Tree=957
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Tree=958
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Tree=959
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Tree=961
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decision_type=2 2 2 2 2 2 2
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decision_type=2 2 2 2 2 2 2
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internal_weight=348.092 70.6484 51.3421 19.3063 277.444 248.75 28.6938
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Tree=966
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decision_type=2 2 2 2 2 2 2
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internal_weight=2034.09 1971.46 1348.74 622.721 62.6277 23.3712 39.2565
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Tree=967
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decision_type=2 2 2 2 2 2 2
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internal_weight=2020.83 238.941 1781.89 130.461 108.48 1721.58 60.3164
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Tree=968
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internal_weight=1467.2 936.907 657.593 530.296 200.223 330.073 279.314
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Tree=969
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decision_type=2 2 2 2 2 2 2
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Tree=970
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decision_type=2 2 2 2 2 2 2
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internal_weight=711.967 315.511 396.456 40 356.456 26.2188 289.292
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is_linear=0
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Tree=971
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decision_type=2 2 2 2 2 2 2
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Tree=972
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Tree=973
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Tree=974
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Tree=975
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Tree=976
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Tree=977
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is_linear=0
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Tree=978
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Tree=979
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decision_type=2 2 2 2 2 2 2
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internal_weight=713.968 412.884 304.29 108.594 301.084 172.014 129.07
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internal_weight=2190.67 1756.12 637.581 434.548 1118.54 388.434 46.1142
internal_count=14204 12168 5849 2036 6319 1845 191
is_linear=0
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Tree=981
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decision_type=2 2 2 2 2 2 2
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internal_weight=2987.16 1462.2 1195.43 1524.97 1489.6 266.768 35.3691
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is_linear=0
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Tree=982
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decision_type=2 2 2 2 2 2 2
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leaf_count=730 475 1275 4868 424 4045 1760 627
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internal_weight=834.361 427.18 322.953 104.227 407.181 328.564 78.6165
internal_count=14204 7042 5343 1699 7162 5805 1357
is_linear=0
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Tree=983
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split_gain=8.79288 6.31391 5.57503 4.89476 5.18072 4.80299 2.1387
threshold=-18.44627404077232 1392.5539536257036 0.68150000000000011 11.500000000000002 3.2928571428571431 -0.21099999999999999 1462.7905718892109
decision_type=2 2 2 2 2 2 2
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leaf_value=0.0030151381150662236 0.0022634268357306863 0.0068523260856935232 -0.0014044035104604578 -0.0030257522996341791 -0.0022006820091130218 0.0073189741931982679 -0.0036820711855788594
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leaf_count=101 2024 2002 397 210 8313 637 520
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internal_weight=348.716 97.5394 77.3584 251.177 232.387 18.7901 20.181
internal_count=14204 3020 2399 11184 10337 847 621
is_linear=0
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Tree=984
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split_gain=21.9395 12.2677 12.9775 7.89424 7.76846 7.72131 4.00524
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decision_type=2 2 2 2 2 2 2
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leaf_weight=1348.4798512160778 161.00916557013988 118.93451243638992 155.72763526439667 18.10261532664299 119.89160403609276 90.112144194543362 23.071935534477234
leaf_count=9859 1048 714 1051 101 715 597 119
internal_value=1.65103e-05 -0.000545097 -0.00098491 0.00327385 0.00215408 0.00221516 0.00805266
internal_weight=2035.33 1743.03 1504.21 292.296 238.826 251.121 41.1746
internal_count=14204 12339 10910 1865 1429 1645 220
is_linear=0
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Tree=985
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split_gain=16.1388 10.8981 9.8416 8.26863 7.98759 7.01749 5.72886
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decision_type=2 2 2 2 2 2 2
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internal_weight=2025.28 530.454 1494.82 461.062 1254.38 240.439 69.3926
internal_count=14204 4059 10145 3523 8703 1442 536
is_linear=0
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Tree=986
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split_gain=19.5291 14.6143 11.517 11.4241 10.9981 7.34998 6.00594
threshold=-1.499999999999998 1.4083333333333334 1.6500000000000001 1530.8684601524863 3.0956959706959712 1499.6629786681353 1.9750000000000003
decision_type=2 2 2 2 2 2 2
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internal_weight=1469.11 863.041 606.071 476.376 34.0772 571.993 386.665
internal_count=14204 9190 5014 4737 276 4738 4453
is_linear=0
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Tree=987
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threshold=0.40588235294117653 0.52950000000000019 1.5000000000000002 3.4365079365079372 0.71008403361344552 8.8500000000000032 2.0333333333333337
decision_type=2 2 2 2 2 2 2
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internal_weight=448.729 49.9517 398.777 240.492 32.0452 158.285 17.9064
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is_linear=0
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Tree=988
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split_gain=8.43688 7.27384 9.29996 6.44354 5.74904 7.04299 5.41661
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decision_type=2 2 2 2 2 2 2
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internal_weight=713.814 413.251 248.27 164.982 300.563 30.7337 269.829
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is_linear=0
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Tree=989
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decision_type=2 2 2 2 2 2 2
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internal_weight=2190 1754.75 635.994 435.245 1118.76 388.996 46.2493
internal_count=14204 12168 5849 2036 6319 1845 191
is_linear=0
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Tree=990
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decision_type=2 2 2 2 2 2 2
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internal_weight=2986.08 1460.45 1194.81 1525.64 797.65 727.986 265.64
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is_linear=0
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Tree=991
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decision_type=2 2 2 2 2 2 2
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internal_weight=834.562 786.471 748.586 48.0914 37.8847 37.5882 10.5032
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is_linear=0
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Tree=992
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=993
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is_linear=0
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Tree=994
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is_linear=0
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Tree=995
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decision_type=2 2 2 2 2 2 2
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internal_weight=1469.07 862.2 606.871 476.481 45.7974 561.074 385.719
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is_linear=0
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Tree=996
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decision_type=2 2 2 2 2 2 2
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internal_weight=448.533 50.1298 398.403 240.615 14.5075 157.788 35.6223
internal_count=14204 1434 12770 7232 402 5538 1032
is_linear=0
shrinkage=0.0130895


Tree=997
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split_feature=53 31 118 148 147 28 131
split_gain=7.99355 8.08532 10.7378 8.05028 6.37486 4.80417 3.7633
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0013021934367797416 -0.00093880692563812218 0.0014604725875361471 0.0064929539937774944 0.0089632507263746261 0.0053051184886913931 -0.0027147328745105114 0.0055085241458873507
leaf_weight=19.163081711158156 268.16867106407881 81.989569943398237 27.965533901005983 28.482069239020348 4.4915165714919558 261.35180791839957 22.020536268129945
leaf_count=383 5095 1554 515 514 98 5616 429
internal_value=-8.22027e-05 0.00111098 -5.0027e-05 0.00397184 -0.00164774 -0.00239401 0.00270063
internal_weight=713.633 406.606 296.134 110.472 307.027 265.843 41.1836
internal_count=14204 7678 5610 2068 6526 5714 812
is_linear=0
shrinkage=0.0130895


Tree=998
num_leaves=8
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split_feature=95 42 85 95 85 115 145
split_gain=37.9292 21.1874 14.2879 9.62831 9.36775 8.22789 6.54396
threshold=-7.4999999999999973 3.5250000000000004 -0.3342156862745097 -15.749999999999996 -0.034379084967320291 1.0500000000000003 0.18765000000000001
decision_type=2 2 2 2 2 2 2
left_child=3 4 -3 6 -2 -5 -1
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.00039308555094811877 0.0024237440964772474 0.0058660499835457994 -0.0031549191904816677 -0.00093372311344313565 -0.000413188447029484 0.0035795196482775551 0.011110486093351102
leaf_weight=13.626134008169172 248.01552750170231 22.730737075209618 611.60833057016134 84.137551657855511 871.05266900360584 305.42585547268391 32.759664490818977
leaf_count=55 1375 178 5671 421 4944 1424 136
internal_value=7.03053e-06 -0.000855432 -0.00274666 0.00341798 0.000231259 0.00260577 0.00858399
internal_weight=2189.36 1753.41 634.339 435.949 1119.07 389.563 46.3858
internal_count=14204 12168 5849 2036 6319 1845 191
is_linear=0
shrinkage=0.0130895


Tree=999
num_leaves=8
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split_feature=42 95 85 99 96 11 45
split_gain=38.1424 23.6488 20.7247 15.6489 10.5079 9.44522 4.25692
threshold=3.6550000000000007 -7.4999999999999973 -0.2899248120300752 0.69397993311036799 4.5000000000000009 3.0333333333333337 1.3550000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.005314733882640213 0.00032743342427010746 -0.0076662049291473288 -0.00041053222388659656 0.0015699268949665318 0.0050016329068077554 -0.0080010512390313142 0.0020087393357462293
leaf_weight=261.63288667052984 705.56158697605133 61.510744318366051 1253.0694506689906 443.40519870817661 236.07148732244968 14.238493695855139 9.4489611685276014
leaf_count=1704 2871 356 6449 1801 906 55 62
internal_value=-0.000162577 -0.00154804 -0.000804684 0.00140728 0.0028168 5.65894e-05 -0.00499781
internal_weight=2984.94 1585.66 1314.58 1399.28 679.477 719.8 271.082
internal_count=14204 8571 6805 5633 2707 2926 1766
is_linear=0
shrinkage=0.0130895


Tree=1000
num_leaves=8
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split_feature=40 85 110 117 40 22 39
split_gain=8.46471 7.80849 7.56749 5.11518 3.01829 2.00764 1.53053
threshold=4.245000000000001 0.17600614439324111 14.65 1.0000000180025095e-35 2.4250000000000003 0.33166666666666672 0.61902009868211716
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -5 -2
right_child=3 4 -4 5 -6 -7 -8
leaf_value=0.0015859678735489413 -0.0015372738306609684 -0.0068853192099877581 -0.0013274623001931188 -0.0074038527573018513 0.00014705859368480774 0.00093368227191120462 0.0046567732630972787
leaf_weight=547.19428714364767 6.2644835077226144 22.974576132372022 201.96039591729641 34.077568214386702 14.744127694517372 3.2639995031058779 4.253963977098465
leaf_count=9056 107 537 3392 660 309 59 84
internal_value=0.000127305 0.000476564 0.000793497 -0.00471395 -0.00467641 -0.0066322 0.00200991
internal_weight=834.733 786.873 749.155 47.86 37.7187 37.3416 10.5184
internal_count=14204 13294 12448 910 846 719 191
is_linear=0
shrinkage=0.0130895


Tree=1001
num_leaves=8
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split_feature=7 4 4 138 28 135 115
split_gain=8.36509 5.75237 5.39374 4.71003 4.97784 4.65769 2.7844
threshold=-18.44627404077232 1629.1811302453607 1523.6619225305303 11.500000000000002 3.2928571428571431 -0.21099999999999999 0.29150000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=0.00064191716201154891 0.0022105833363953481 0.0044467142284746282 0.0077127417621064764 -0.003008920039554136 -0.0021611119194602925 0.0071586094225345714 -0.0033531411444301909
leaf_weight=30.544886627234519 49.403982938267291 1.3094173325225735 45.874904463067651 4.8127367468550828 182.43379620090127 14.148017971776424 20.487410201691091
leaf_count=967 2024 43 1368 210 8313 637 642
internal_value=0.000688588 0.00373646 0.00528356 -0.000601373 -0.00117724 0.00443116 -0.00164385
internal_weight=349.015 98.2166 76.4198 250.799 231.838 18.9608 21.7968
internal_count=14204 3020 2335 11184 10337 847 685
is_linear=0
shrinkage=0.0130895


Tree=1002
num_leaves=8
num_cat=0
split_feature=85 36 112 26 85 86 37
split_gain=21.0016 11.9974 12.6422 10.1226 7.62252 7.35056 3.8075
threshold=0.053665973665973608 5.2750000000000012 0.68150000000000011 0.48816666666666669 0.44602870813397127 2.9811752287121753 0.43273265682331891
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0013789558257684201 0.0037532064036043286 0.0078338735380845039 0.0024575248260408009 0.00086597616262363165 0.011326761936654642 -0.00079047543403402748 0.002571669604710941
leaf_weight=1346.4202536642551 161.81755518168211 34.265838593244553 155.9830212444067 204.77469372004271 18.357186555862427 90.023894414305687 23.137440040707588
leaf_count=9859 1048 200 1051 1229 101 597 119
internal_value=1.91832e-05 -0.000531572 -0.000967191 0.00213608 0.00319963 0.00216048 0.00787823
internal_weight=2034.78 1741.44 1502.4 239.041 293.336 251.841 41.4946
internal_count=14204 12339 10910 1429 1865 1645 220
is_linear=0
shrinkage=0.0130895


Tree=1003
num_leaves=8
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split_feature=148 99 30 141 137 136 123
split_gain=15.673 10.6957 11.7946 9.75881 9.51744 8.52174 8.10493
threshold=0.24638784998920046 0.39230769230769236 0.24913793103448278 -0.6379999999999999 6.0500000000000007 5.1500000000000012 0.97500000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.00088203555356937391 -0.00073208953260172314 0.0012609865583981753 0.0095387595546238303 0.002120426997671788 0.0039864059367924779 -0.00046993806210888643 -0.0033154760004723825
leaf_weight=51.431640170514584 98.69219833612442 74.203305371105671 18.050350829958916 279.16181539744139 246.65530600398779 871.16956386715174 385.78979049623013
leaf_count=398 661 563 138 1883 1670 5931 2960
internal_value=7.29959e-05 -0.00184196 0.00267555 0.000758535 0.00265511 0.000171393 -0.00256624
internal_weight=2025.15 529.475 69.482 1495.68 345.348 1150.33 459.993
internal_count=14204 4059 536 10145 2331 7814 3523
is_linear=0
shrinkage=0.0130895


Tree=1004
num_leaves=8
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split_feature=95 120 110 90 30 31 130
split_gain=18.6374 14.1555 11.1726 12.2503 8.30538 7.54793 4.26407
threshold=-1.499999999999998 1.9500000000000002 1.6500000000000001 0.043749999999999956 0.235533237685318 0.24736725418468017 1.9500000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -4 -3
right_child=1 6 5 -5 -6 -7 -8
leaf_value=0.011501181470995955 -0.00078208697277259206 -0.00072607507291217691 0.00077463475184534364 -0.0034701282730073076 0.0041058961465924035 0.0055044784928238687 -0.0059516133810899709
leaf_weight=26.918058834969997 659.5069796666503 38.537870109081268 517.30647682771087 7.4652993939816943 55.557489208877087 56.006564281880856 107.72152216732502
leaf_count=213 6780 454 4277 63 548 461 1408
internal_value=9.74756e-05 -0.00113626 0.00183632 0.00820161 -0.000351533 0.00132211 -0.0047078
internal_weight=1469.02 861.324 607.696 34.3834 715.064 573.313 146.259
internal_count=14204 9190 5014 276 7328 4738 1862
is_linear=0
shrinkage=0.0130895


Tree=1005
num_leaves=8
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split_feature=99 105 19 28 134 86 27
split_gain=10.3627 9.29582 8.44086 8.33743 5.87407 4.00645 3.97461
threshold=0.40588235294117653 0.5635 1.5000000000000002 3.4365079365079372 0.22350000000000003 3.1464285714285718 0.47950000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -3 -4 -1
right_child=2 4 5 -5 -6 -7 -8
leaf_value=0.0047755561881502005 -0.0034516001102694281 0.013700774533751601 -0.0039966238360266294 0.0018575242531194852 -0.0013111206282687476 0.0021710534582526659 -0.0024525855031345416
leaf_weight=11.201965704560278 59.186864631250501 11.005434885621069 143.08822093624622 181.53823795169592 3.6435668990015975 14.1796009670943 24.410203484818339
leaf_count=312 1940 301 5101 5292 101 437 720
internal_value=-0.000342616 0.00473861 -0.00108354 0.000467565 0.0109427 -0.00334508 0.000364384
internal_weight=448.254 50.2612 397.993 240.725 14.649 157.268 35.6122
internal_count=14204 1434 12770 7232 402 5538 1032
is_linear=0
shrinkage=0.0130895


Tree=1006
num_leaves=8
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split_feature=45 56 91 85 38 38 5
split_gain=8.13406 7.04929 6.32947 5.64091 5.60342 12.4436 8.89285
threshold=1.0750000000000004 1.6150000000000004 -0.17791666666666661 -0.22333670374115264 0.25774164846864972 0.24821813014075747 1482.8450148372744
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.0019699704388633243 0.0044424140936928447 0.0078762081661210431 -0.0020192433081198369 0.0016733050097044156 0.0037419983105974205 0.0058570491418097181 -0.0049670495940609162
leaf_weight=135.68697404488921 21.710050471127033 20.068188600242138 143.0692834649235 228.88381728343666 16.560497915372252 35.860038571059704 111.51353636570275
leaf_count=3094 429 320 2827 4228 338 685 2283
internal_value=-7.74334e-05 0.00110216 -0.000964782 0.00245486 -0.00168947 -0.000103975 -0.0036536
internal_weight=713.352 413.731 164.779 248.952 299.621 171.547 128.074
internal_count=14204 7804 3256 4548 6400 3779 2621
is_linear=0
shrinkage=0.0130895


Tree=1007
num_leaves=8
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split_feature=95 42 85 95 34 115 3
split_gain=36.9005 20.655 14.0219 9.4552 9.40934 8.02722 2.24765
threshold=-7.4999999999999973 3.5250000000000004 -0.3342156862745097 -15.749999999999996 5.1550000000000011 1.0500000000000003 1513.0912792163817
decision_type=2 2 2 2 2 2 2
left_child=3 4 -3 6 -2 -5 -1
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leaf_value=0.010025065214046521 -6.6252162791869952e-05 0.0058017803075349119 -0.0031225244721830177 -0.0009327847100556732 0.0050984843295565343 0.0035234845693742525 0.0019023466999241959
leaf_weight=33.465900450944901 1065.1499511599541 22.826851010322571 609.91087716817856 84.130120620131493 54.180261671543121 305.99512729048729 13.05014657974243
leaf_count=135 6115 178 5671 421 204 1424 56
internal_value=6.0365e-06 -0.000845754 -0.00271632 0.00336702 0.000226161 0.00256319 0.00847868
internal_weight=2188.71 1752.07 632.738 436.641 1119.33 390.125 46.516
internal_count=14204 12168 5849 2036 6319 1845 191
is_linear=0
shrinkage=0.0130895


Tree=1008
num_leaves=8
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split_feature=40 85 0 85 34 132 136
split_gain=37.0534 18.9346 18.4007 16.2315 14.7954 6.43399 1.97358
threshold=2.2050000000000005 -0.13807065217391304 1494.2919042171632 -0.29715517241379302 3.2350000000000008 0.95000000000000007 4.0500000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.0008421781768559978 -0.0010465152690928888 -0.0010247192701353771 0.0026066776103863777 -0.00090399613888661912 -0.0048261596794768507 -0.0047840206558530836 -0.0086920583676935049
leaf_weight=46.698593787848949 9.6280163303017599 310.62333550304174 966.25858677923679 1306.3245606720448 180.14673472940922 102.2976213619113 52.315859265625477
leaf_count=194 59 1326 3790 6624 1402 442 321
internal_value=-0.000315301 0.00120288 0.00172219 -0.0017121 -0.00140805 -0.00307793 -0.00781111
internal_weight=2974.29 1425.88 1276.88 1548.42 1486.47 148.996 61.9439
internal_count=14158 5752 5116 8406 8026 636 380
is_linear=0
shrinkage=0.0130895


Tree=1009
num_leaves=8
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split_feature=3 28 145 85 145 90 116
split_gain=8.25111 6.91525 6.13166 8.91755 6.27726 5.745 2.38926
threshold=1641.7758648951874 5.6833333333333345 0.18105000000000002 -0.25830845771144278 0.16795000000000002 -0.021249999999999946 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 5 4 -4 -1 -2 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.00089714845433879452 -0.0027321671527830876 0.0035192025581923859 0.0058512090172341035 -0.00020391175129673932 -0.0048330978862383758 0.0087891230940240848 -0.0036493814268644745
leaf_weight=46.814672980457544 4.1904665343463412 2.7529999837279346 34.794285487383604 612.90193586610258 81.604281157255173 33.092264391481876 14.817615149542688
leaf_count=802 75 45 526 10404 1446 576 284
internal_value=4.36267e-05 0.00453509 -0.000326827 0.000204389 -0.00282929 0.0071931 -0.00166386
internal_weight=830.969 54.8533 776.115 647.696 128.419 37.2827 17.5706
internal_count=14158 980 13178 10930 2248 651 329
is_linear=0
shrinkage=0.0130895


Tree=1010
num_leaves=8
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split_feature=40 132 97 35 4 114 124
split_gain=10.6939 9.36421 6.35788 6.32844 5.96328 4.99889 4.94461
threshold=2.2150000000000003 1.6460000000000001 3.5000000000000004 3.0450000000000004 1629.1811302453607 1.8540000000000003 1.9000000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.00598917988661982 0.0013423730533982544 -0.0023417765690930802 0.0077260975843269925 0.0053988446973933868 -0.001956489723063747 0.00085171666728500208 -0.0046456931150237243
leaf_weight=68.082118598744273 94.809030770324171 13.387041869573297 13.44502629060298 99.177936305291951 17.542392406612635 20.980971835553646 20.634252328425646
leaf_count=3542 3940 615 567 3087 528 1120 759
internal_value=0.000611803 -0.00250384 0.00342458 0.00220584 0.00422697 -0.0044535 -9.77628e-06
internal_weight=348.059 115.895 26.8321 232.164 116.72 89.0631 115.443
internal_count=14158 5844 1182 8314 3615 4662 4699
is_linear=0
shrinkage=0.0130895


Tree=1011
num_leaves=8
num_cat=0
split_feature=42 52 94 104 9 111 6
split_gain=16.4958 9.88617 8.44667 7.37767 6.85325 6.34345 6.27326
threshold=3.5550000000000002 1.8150000000000002 23.550000000000004 0.75950000000000017 0.86190476190476206 18.850000000000005 1529.1073095285319
decision_type=2 2 2 2 2 2 2
left_child=2 3 6 -2 -3 -4 -1
right_child=1 4 5 -5 -6 -7 -8
leaf_value=0.00011507077824748038 0.0072273838213050522 -0.00065110491217976933 -0.0050894187118945642 -0.0011676814204139923 0.0018457258442904113 0.00036097271967657071 -0.0036423078342540096
leaf_weight=795.2572304084897 71.705844558775425 258.02953663468361 109.3124964684248 19.801230877637863 647.88704770058393 50.996716171503067 74.254334218800068
leaf_count=6063 432 1558 961 117 3924 463 640
internal_value=0.000390832 0.00158305 -0.000767947 0.005474 0.00113521 -0.00343526 -0.000243114
internal_weight=2027.24 997.424 1029.82 91.5071 905.917 160.309 869.512
internal_count=14158 6031 8127 549 5482 1424 6703
is_linear=0
shrinkage=0.0130895


Tree=1012
num_leaves=8
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split_feature=51 85 46 148 28 30 145
split_gain=15.6773 11.497 9.36644 7.88421 7.41497 4.9208 4.33818
threshold=1.1650000000000003 0.046629588431590603 3.9150000000000005 0.28438798652351177 2.5857142857142863 0.14554280670785522 0.49445000000000006
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -3 -1 -5
right_child=1 4 -4 6 -6 -7 -8
leaf_value=-0.00035058728593139398 0.00097620354777088543 0.0044696609183983004 0.0062258982979434508 -0.00064227234813703769 -0.0033287508222252619 -0.0027234733109598097 0.0071825370430780577
leaf_weight=228.08391604572535 1093.2618990391493 15.397301554679869 52.233056724071503 19.698107823729515 146.21357897669077 444.89120102673769 16.575255118310452
leaf_count=1780 7015 104 372 147 1032 3594 114
internal_value=-4.63866e-05 0.000802574 0.00126677 -0.00160051 -0.00237108 -0.00193597 0.00370539
internal_weight=2016.35 1307.11 1145.49 709.248 161.611 672.975 36.2734
internal_count=14158 8523 7387 5635 1136 5374 261
is_linear=0
shrinkage=0.0130895


Tree=1013
num_leaves=8
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split_gain=19.852 10.9941 9.40977 6.33994 6.7469 4.26278 0.143583
threshold=3.8350000000000004 0.30762951334379912 4.5000000000000009 0.70294117647058829 1.9500000000000002 0.071750321750321713 0.21254921259842521
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
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leaf_weight=894.31046697497368 7.1623004153370848 18.055168893188242 304.26359751820564 65.560566563159227 30.696867898106575 139.02194793894887 4.1403108909726134
leaf_count=7369 112 197 2882 910 497 2146 45
internal_value=4.19055e-05 0.000727384 0.000922622 -0.00330303 -0.000595295 -0.00493543 -0.0068525
internal_weight=1463.21 1220.77 1198.57 242.442 96.2574 146.184 22.1955
internal_count=14158 10493 10251 3665 1407 2258 242
is_linear=0
shrinkage=0.0130895


Tree=1014
num_leaves=8
num_cat=0
split_feature=85 93 40 30 147 145 102
split_gain=9.0153 8.12706 10.1871 7.2183 6.41163 6.28464 5.63074
threshold=0.039452054794520457 17.550000000000004 1.6450000000000002 0.10982310372554271 0.45340220333168152 0.62890000000000013 0.74950000000000017
decision_type=2 2 2 2 2 2 2
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Tree=1016
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internal_weight=2181.29 1345.99 835.303 109.547 697.698 648.291 725.756
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Tree=1017
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decision_type=2 2 2 2 2 2 2
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Tree=1018
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internal_weight=830.882 55.056 775.826 647.73 128.096 37.5277 17.5283
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Tree=1019
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decision_type=2 2 2 2 2 2 2
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Tree=1020
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decision_type=2 2 2 2 2 2 2
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internal_weight=2027.67 998.436 1029.23 942.372 91.8224 906.614 86.858
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is_linear=0
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Tree=1021
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decision_type=2 2 2 2 2 2 2
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internal_weight=2016 1297.9 581.059 716.841 718.096 538.011 180.085
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is_linear=0
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Tree=1022
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decision_type=2 2 2 2 2 2 2
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internal_weight=1463.22 1221.55 1152.39 241.675 69.1615 96.1939 145.481
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is_linear=0
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Tree=1023
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1024
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is_linear=0
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Tree=1025
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is_linear=0
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Tree=1026
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internal_weight=2971.27 2822.37 1970.46 851.913 148.897 131.421
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Tree=1027
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decision_type=2 2 2 2 2 2 2
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Tree=1028
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Tree=1029
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Tree=1030
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Tree=1031
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Tree=1032
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Tree=1034
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Tree=1035
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Tree=1036
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Tree=1037
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decision_type=2 2 2 2 2 2 2
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Tree=1038
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internal_weight=2028.4 1000.06 1028.34 92.1437 907.917 159.514 868.824
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Tree=1039
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Tree=1040
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Tree=1041
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decision_type=2 2 2 2 2 2 2
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Tree=1042
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Tree=1043
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Tree=1044
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Tree=1045
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Tree=1046
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Tree=1047
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Tree=1048
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Tree=1049
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Tree=1050
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Tree=1054
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Tree=1055
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Tree=1056
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Tree=1057
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Tree=1058
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Tree=1059
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Tree=1060
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Tree=1061
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Tree=1062
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Tree=1063
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Tree=1064
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Tree=1065
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Tree=1066
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Tree=1067
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Tree=1068
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Tree=1070
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decision_type=2 2 2 2 2 2 2
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internal_weight=2184.21 1950.25 1898.24 233.965 205.107 28.8581 52.0107
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Tree=1071
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decision_type=2 2 2 2 2 2 2
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internal_weight=2968.21 1862.98 1105.24 1753.75 987.389 109.23 117.848
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Tree=1072
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decision_type=2 2 2 2 2 2 2
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internal_weight=833.035 58.1847 44.8941 774.85 186.809 588.041 13.2906
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Tree=1073
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.342 287.119 62.2226 117.447 42.4432 169.672 19.7794
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Tree=1074
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Tree=1075
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decision_type=2 2 2 2 2 2 2
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Tree=1076
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1077
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internal_weight=446.986 250.741 197.341 196.245 174.268 21.9769 53.4006
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Tree=1078
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Tree=1079
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internal_weight=2183.66 901.324 1282.34 211.709 689.616 1051.46 230.877
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Tree=1080
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Tree=1081
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Tree=1082
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Tree=1083
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Tree=1084
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Tree=1085
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internal_weight=446.472 342.831 306.508 36.3231 103.641 101.734
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Tree=1087
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decision_type=2 2 2 2 2 2 2
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internal_weight=707.527 553.241 421.746 131.495 154.286 143.116 11.1703
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Tree=1088
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decision_type=2 2 2 2 2 2 2
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internal_weight=2166.99 1615.29 1240.8 374.487 551.698 258.772 292.927
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Tree=1089
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decision_type=2 2 2 2 2 2 2
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internal_weight=2964.74 2688.91 1127.32 275.829 1561.59 95.132 180.697
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is_linear=0
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Tree=1090
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decision_type=2 2 2 2 2 2 2
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internal_weight=829.165 657.851 153.049 171.314 89.0365 504.802 82.2778
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Tree=1091
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decision_type=2 2 2 2 2 2 2
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internal_weight=346.734 149.08 197.654 129.044 38.7765 158.878 20.0361
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Tree=1092
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decision_type=2 2 2 2 2 2 2
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internal_weight=2025.94 1460.16 1152.92 565.781 541.568 307.239 24.2127
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Tree=1093
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decision_type=2 2 2 2 2 2 2
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internal_weight=2012.15 1856.63 1800.87 55.7617 155.515 49.1258 106.389
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Tree=1094
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decision_type=2 2 2 2 2 2 2
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internal_weight=1459.96 1123.77 1086.58 336.191 308.825 27.3665 37.1854
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Tree=1095
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is_linear=0
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Tree=1096
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Tree=1097
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Tree=1098
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Tree=1099
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Tree=1100
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Tree=1101
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decision_type=2 2 2 2 2 2 2
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Tree=1102
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Tree=1103
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decision_type=2 2 2 2 2 2 2
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internal_weight=1459.49 1122.71 1085.73 336.779 309.472 27.3064 36.9856
internal_count=14135 11798 11294 2337 2139 198 504
is_linear=0
shrinkage=0.0130895


Tree=1104
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split_feature=11 104 85 125 42 131
split_gain=9.59425 7.83361 7.12651 4.29109 2.93662 2.47146
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decision_type=2 2 2 2 2 2
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leaf_count=3358 8307 285 1428 310 58 389
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internal_weight=446.178 343.328 320.759 22.5694 102.849 100.932
internal_count=14135 10330 9735 595 3805 3747
is_linear=0
shrinkage=0.0130895


Tree=1105
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split_feature=143 4 145 27 89 123 0
split_gain=10.3186 6.75258 9.66977 7.46052 6.27174 4.04369 3.27774
threshold=-0.61049999999999993 1620.3415305553267 0.22715000000000005 0.55527777777777787 0.89000000000000012 1.7945000000000002 1513.3846026758467
decision_type=2 2 2 2 2 2 2
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leaf_count=2833 8063 639 668 1541 90 165 136
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internal_weight=708.084 554.568 68.5424 486.025 153.516 142.262 11.2534
internal_count=14135 10911 1307 9604 3224 2998 226
is_linear=0
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Tree=1106
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split_gain=29.5968 15.2068 10.3254 9.3084 5.89702 11.4749 5.57931
threshold=1.5000000000000007 2.9750000000000005 0.10710622710622696 -0.12344827586206894 1.2583333333333335 4.2950000000000008 1494.5423489128223
decision_type=2 2 2 2 2 2 2
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leaf_count=4184 2214 582 364 4281 1025 140 1345
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internal_weight=2165.31 1616.12 948.263 667.855 549.187 256.974 292.213
internal_count=14135 9411 4548 4863 4724 2354 2370
is_linear=0
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Tree=1107
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split_feature=40 85 85 113 44 114 147
split_gain=33.1879 24.1519 22.069 8.99906 8.24612 5.13552 4.83771
threshold=3.2650000000000001 0.23842293906810033 -0.37141065830721004 0.76350000000000018 8.2650000000000023 2.4500000000000006 0.43873633682589819
decision_type=2 2 2 2 2 2 2
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leaf_weight=59.697377726435661 231.77771777659655 130.45336417853832 2401.9200725480914 12.739507809281351 104.86058938503265 11.569465488195418 10.934691920876501
leaf_count=305 1653 524 10687 97 743 45 81
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internal_weight=2963.95 2603.64 2461.62 360.313 336.638 142.023 23.6742
internal_count=14135 11561 10992 2574 2396 569 178
is_linear=0
shrinkage=0.0130895


Tree=1108
num_leaves=8
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split_feature=85 25 136 30 104 147 49
split_gain=7.55484 12.0367 12.5793 10.4311 6.0251 5.93947 5.38641
threshold=-0.052704402515723246 0.77500000000000013 8.0500000000000025 0.15410428497676817 0.54350000000000021 0.41641356115479727 4.2650000000000006
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 6 -5 -2 -1
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leaf_value=0.0061290560447749944 -0.0042205871442340436 -0.00070045205711977425 0.0065353528770385506 -0.0040604959568500349 0.0023305290767507598 -0.00081536084830831682 -0.0031157660313085689
leaf_weight=83.551603835076094 105.42659496329725 90.575105201452971 63.082371214404702 41.045313104987144 41.090652287006378 397.95077004656196 6.1665709614753714
leaf_count=1284 1833 1554 1046 665 652 7000 101
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internal_weight=828.889 657.035 153.657 171.854 82.136 503.377 89.7182
internal_count=14135 11433 2600 2702 1317 8833 1385
is_linear=0
shrinkage=0.0130895


Tree=1109
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split_gain=8.7963 7.86501 7.30091 6.13636 5.01676 4.48166 2.96082
threshold=0.55481116160433952 0.0037500000000000003 -0.27149999999999996 3.4450000000000007 0.16517750299162345 1.2450000000000003 1.2050000000000003
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.004844639441422602 -0.001096634247857995 0.0024690347238090133 0.0053609222133206647 0.0060690594779817929 -0.0031669158888796064 -0.00062916444842989021 -0.0059057897977054822
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internal_value=3.39818e-06 0.0023116 0.00350425 -0.00177932 0.00323274 -0.00271077 -0.00403413
internal_weight=346.507 149.722 129.758 196.785 27.0143 169.771 19.9637
internal_count=14135 5574 4734 8561 727 7834 840
is_linear=0
shrinkage=0.0130895


Tree=1110
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split_feature=95 85 149 77 89 26 5
split_gain=17.1117 11.529 10.1821 10.0175 11.528 6.41767 6.33416
threshold=1.5000000000000007 -0.21570747217806038 0.57302186860974946 1.7416666666666669 0.27000000000000007 0.58612500000000012 1485.834354891839
decision_type=2 2 2 2 2 2 2
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leaf_value=0.001926227300294428 0.0011007364813455092 0.00020051294171859085 -0.0025191137483676013 -0.0023033677651975986 0.0050238208228981082 0.0046971490451150804 -0.0066060105671635963
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leaf_count=121 2610 6257 2411 906 1104 104 622
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internal_weight=2025.61 1262.55 1174.85 763.06 605.654 157.406 87.7084
internal_count=14135 9411 8668 4724 3714 1010 743
is_linear=0
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Tree=1111
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split_gain=10.4732 9.55896 8.3723 6.47083 1.77182 1.29609
threshold=0.32066924066924068 3.8850000000000002 -0.41468085106382974 0.18933143669985777 2.6850000000000005 0.8590000000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.0053749627999841081 -0.007735504962936215 -0.0037011090993379434 0.00042186158991437147 0.00090744455444876704 -0.00019299632287727669 -0.00028901138608763104
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internal_value=0.000116041 0.000266399 0.000595261 -0.00222775 -0.00573663 -0.00685479
internal_weight=2012.1 1970.9 1747.95 222.951 41.2039 32.3435
internal_count=14135 13756 11682 2074 379 316
is_linear=0
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Tree=1112
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split_gain=12.4486 9.45856 8.80891 7.49861 6.93784 7.26245 4.00036
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decision_type=2 2 2 2 2 2 2
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internal_weight=1458.98 1114.35 942.919 171.429 344.63 295.163 49.4674
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is_linear=0
shrinkage=0.0130895


Tree=1113
num_leaves=7
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split_feature=11 30 80 92 42 131
split_gain=9.41728 7.7428 6.21756 3.59862 2.91285 2.44024
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decision_type=2 2 2 2 2 2
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internal_weight=445.907 343.451 307.443 36.007 102.456 100.533
internal_count=14135 10330 9090 1240 3805 3747
is_linear=0
shrinkage=0.0130895


Tree=1114
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split_feature=143 103 110 11 89 148 26
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decision_type=2 2 2 2 2 2 2
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internal_weight=708.346 555.224 362.435 192.789 153.122 141.832 11.2895
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is_linear=0
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Tree=1115
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decision_type=2 2 2 2 2 2 2
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internal_weight=2164.44 1616.55 1239.95 376.594 547.897 124.15 423.746
internal_count=14135 9411 7863 1548 4724 1004 3720
is_linear=0
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Tree=1116
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decision_type=2 2 2 2 2 2
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internal_weight=2973.42 2822.04 2745.34 151.373 137.341 76.7062
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is_linear=0
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Tree=1117
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split_feature=35 52 114 119 38 17 91
split_gain=8.23941 6.42605 9.07572 7.17171 2.61788 3.28621 2.66546
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decision_type=2 2 2 2 2 2 2
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internal_weight=835.108 782.101 137.025 645.076 53.0076 38.1438 14.8638
internal_count=14222 12924 2360 10564 1298 941 357
is_linear=0
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Tree=1118
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split_feature=85 36 26 105 95 116 1
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decision_type=2 2 2 2 2 2 2
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internal_weight=350.549 318.701 31.8473 25.4191 240.664 78.0371 6.42826
internal_count=14222 13131 1091 878 8441 4690 213
is_linear=0
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Tree=1119
num_leaves=8
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split_gain=16.6113 12.0691 11.6209 5.32975 4.99226 4.26863 3.9229
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1120
num_leaves=8
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split_gain=11.5093 12.7163 8.9973 8.1072 7.84374 7.71448 3.57187
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decision_type=2 2 2 2 2 2 2
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internal_weight=2025.88 249.114 210.326 1776.77 1151.78 624.983 38.7877
internal_count=14222 1580 1315 12642 8811 3831 265
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Tree=1121
num_leaves=8
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split_feature=95 85 39 6 98 3 34
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internal_weight=1470.75 1177.87 292.875 1135.43 265.465 27.4108 42.444
internal_count=14222 10518 3704 10037 3489 215 481
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Tree=1122
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decision_type=2 2 2 2 2 2 2
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internal_weight=447.952 345.18 26.278 318.902 102.772 21.984 80.7882
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is_linear=0
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Tree=1123
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decision_type=2 2 2 2
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internal_weight=713.786 698.59 656.095 42.495
internal_count=14222 13688 12799 889
is_linear=0
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Tree=1124
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decision_type=2 2 2 2 2 2 2
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internal_weight=2184.42 1732.87 1589.54 451.548 357.478 143.328 94.0692
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is_linear=0
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Tree=1125
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decision_type=2 2 2 2 2 2
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internal_weight=2972.71 2821.08 2744.7 151.63 137.608 76.3832
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is_linear=0
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Tree=1126
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decision_type=2 2 2 2 2 2 2
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internal_weight=835.088 782.325 42.0464 740.279 52.7626 44.2945 8.46807
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is_linear=0
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Tree=1127
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decision_type=2 2 2 2 2 2 2
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internal_weight=350.512 291.472 143.538 147.934 59.0403 48.9252 10.1151
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is_linear=0
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Tree=1128
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decision_type=2 2 2 2 2 2 2
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internal_weight=2034.4 1903.88 1860.24 130.514 108.207 43.6407 22.3069
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Tree=1129
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decision_type=2 2 2 2 2 2 2
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internal_weight=2025.36 1657.23 1447.41 209.818 368.13 44.6031 323.527
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is_linear=0
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Tree=1130
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decision_type=2 2 2 2 2 2 2
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internal_weight=1470.67 1178.51 292.154 45.9654 1136.33 246.188 42.1869
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is_linear=0
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Tree=1131
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1132
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decision_type=2 2 2 2 2 2
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internal_weight=713.629 25.9722 687.657 672.778 19.3317 6.64052
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Tree=1133
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decision_type=2 2 2 2 2 2 2
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internal_weight=2183.74 1833.98 1399.01 349.754 327.998 434.978 21.7562
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is_linear=0
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Tree=1134
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decision_type=2 2 2 2 2 2
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internal_weight=2972.07 2820.18 2744.08 151.89 137.878 76.0944
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is_linear=0
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Tree=1135
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decision_type=2 2 2 2 2 2 2
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Tree=1136
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is_linear=0
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Tree=1137
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Tree=1138
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Tree=1139
num_leaves=8
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threshold=2.7050000000000005 0.44874925946971994 101.71672859563445 38.08084907558726 1651.9340401248926 2.4350000000000005 8.0550000000000015
decision_type=2 2 2 2 2 2 2
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internal_weight=1470.63 592.526 878.099 324.652 825.367 267.874 52.732
internal_count=14222 7264 6958 3886 6459 3378 499
is_linear=0
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Tree=1140
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decision_type=2 2 2 2 2 2 2
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internal_weight=448.22 346.057 26.6095 319.448 102.163 21.9542 80.2086
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is_linear=0
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Tree=1141
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threshold=5.5250000000000012 0.16885000000000003 0.42350000000000004 0.18832054560954811
decision_type=2 2 2 2
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leaf_weight=30.860408307984471 14.984395433217285 585.82694378495216 70.254465250298381 11.44467470794916
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internal_weight=713.371 698.386 656.081 42.3051
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is_linear=0
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Tree=1142
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split_feature=95 36 3 28 95 34 42
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decision_type=2 2 2 2 2 2 2
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internal_weight=2182.99 1832.74 1398.97 350.247 328.513 433.767 21.734
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is_linear=0
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Tree=1143
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split_gain=32.1729 27.0159 23.7498 6.50169 7.55082 3.84048 1.49962
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decision_type=2 2 2 2 2 2 2
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internal_weight=2971.37 2819.25 2743.44 152.126 128.964 23.1624 75.8028
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Tree=1144
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decision_type=2 2 2 2 2 2 2
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internal_weight=834.955 694.555 639.284 140.4 102.357 38.0433 55.2714
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Tree=1145
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decision_type=2 2 2 2 2 2 2
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internal_weight=350.233 291.647 143.839 58.5858 48.4915 10.0943 147.808
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is_linear=0
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Tree=1146
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decision_type=2 2 2 2 2 2 2
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internal_weight=2033.93 1904.13 1860.29 129.801 107.659 43.8352 22.1413
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Tree=1147
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decision_type=2 2 2 2 2 2 2
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internal_weight=2024.58 249.94 1774.64 1454.46 221.372 320.183 28.5676
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is_linear=0
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Tree=1148
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decision_type=2 2 2 2 2 2 2
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internal_weight=1470.61 783.273 555.033 687.333 311.825 375.508 228.24
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is_linear=0
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Tree=1149
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decision_type=2 2 2 2 2 2 2
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internal_weight=448.363 346.489 319.713 26.7756 101.874 21.9874 79.8868
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is_linear=0
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Tree=1150
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split_gain=7.00366 7.1425 6.2746 5.95505 3.93765 0.0993857
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decision_type=2 2 2 2 2 2
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internal_weight=713.153 26.0904 687.062 672.39 19.4685 6.62191
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Tree=1151
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decision_type=2 2 2 2 2 2 2
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internal_weight=2182.19 1831.44 1398.92 350.743 329.031 432.521 21.7126
internal_count=14222 12637 8190 1585 1492 4447 93
is_linear=0
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Tree=1152
num_leaves=8
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split_gain=31.2441 25.6754 16.3885 9.00173 7.53108 6.65659 6.20805
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decision_type=2 2 2 2 2 2 2
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internal_weight=2953.29 2573.13 2283.21 289.915 380.166 232.111 148.054
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Tree=1153
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decision_type=2 2 2 2 2 2
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internal_weight=829.37 784.194 585.194 199 45.1753 43.2008
internal_count=14129 13114 9655 3459 1015 967
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Tree=1154
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decision_type=2 2 2 2 2 2 2
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Tree=1155
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decision_type=2 2 2 2 2
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Tree=1156
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decision_type=2 2 2 2 2 2 2
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Tree=1157
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=446.401 241.812 177.213 204.589 181.261 64.5986 23.3289
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Tree=1159
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decision_type=2 2 2 2 2 2
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internal_weight=708.338 687.992 334.16 353.832 20.3459 17.415
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Tree=1160
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decision_type=2 2 2 2 2 2 2
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internal_weight=2167.54 895.366 789.614 1272.18 526.866 745.311 105.752
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Tree=1161
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decision_type=2 2 2 2 2 2
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internal_weight=2952.45 2590.15 1900.72 689.434 362.295 353.805
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is_linear=0
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Tree=1162
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decision_type=2 2 2 2 2 2
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internal_weight=829.264 784.338 585.633 198.706 44.9253 42.9468
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Tree=1163
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decision_type=2 2 2 2 2 2 2
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Tree=1164
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decision_type=2 2 2 2 2
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internal_weight=2020.01 1983.17 1962.09 36.8326 25.504
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Tree=1165
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decision_type=2 2 2 2 2 2 2
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Tree=1166
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1167
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Tree=1168
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is_linear=0
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Tree=1169
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decision_type=2 2 2 2 2 2 2
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internal_weight=2167.21 896.194 790.672 1271.01 527.01 744.002 105.522
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Tree=1170
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Tree=1171
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is_linear=0
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Tree=1172
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Tree=1173
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Tree=1174
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Tree=1175
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Tree=1176
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internal_weight=446.898 241.253 205.645 182.983 176.471 64.782 22.6622
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Tree=1177
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decision_type=2 2 2 2 2 2 2
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internal_weight=708.293 229.335 478.957 131.545 347.413 170.515 58.8204
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is_linear=0
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Tree=1178
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internal_weight=2166.91 897.041 1269.87 734.668 527.184 742.687 162.373
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is_linear=0
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Tree=1179
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decision_type=2 2 2 2 2 2
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internal_weight=2950.47 2590.19 2295.56 360.283 294.631 351.773
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is_linear=0
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Tree=1180
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decision_type=2 2 2 2 2 2 2
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internal_weight=829.013 659.367 53.2006 169.646 606.166 141.767 27.8793
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Tree=1181
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.039 135.927 211.112 128.688 82.4239 124.934 10.9927
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is_linear=0
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Tree=1182
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decision_type=2 2 2 2 2
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internal_weight=2019.71 1982.64 1961.83 37.0676 28.2219
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Tree=1183
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decision_type=2 2 2 2 2 2 2
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internal_weight=2010.13 238.155 1771.97 430.747 1341.22 208.112 30.0434
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Tree=1184
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decision_type=2 2 2 2 2 2 2
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internal_weight=1459.95 918.288 541.661 505.969 294.831 623.456 35.6921
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is_linear=0
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Tree=1185
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1186
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decision_type=2 2 2 2 2 2 2
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internal_weight=708.277 479.352 131.975 347.377 228.925 42.432 186.493
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Tree=1187
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internal_weight=2166.56 897.863 1268.69 893.002 792.572 105.291 375.692
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is_linear=0
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Tree=1188
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decision_type=2 2 2 2 2 2
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internal_weight=2974.1 2821.4 2732.96 152.697 140.921 88.4443
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is_linear=0
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Tree=1189
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is_linear=0
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Tree=1190
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1191
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Tree=1192
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Tree=1193
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Tree=1195
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decision_type=2 2 2 2 2 2 2
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Tree=1196
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decision_type=2 2 2 2 2 2 2
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internal_weight=2181.32 1233.24 940.377 948.085 292.861 769.523 178.562
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Tree=1197
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decision_type=2 2 2 2 2 2 2
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internal_weight=2973.41 1465.55 1374.69 1507.86 1322.79 90.8654 185.068
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is_linear=0
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Tree=1198
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decision_type=2 2 2 2 2 2 2
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internal_weight=834.749 101.213 733.537 470.252 263.284 94.2578 6.95469
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Tree=1199
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internal_weight=349.038 183.064 34.8602 165.974 151.113 148.204 14.8611
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Tree=1200
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Tree=1201
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1202
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internal_weight=1470.24 1280.16 1257.96 190.071 54.2498 135.821 22.203
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is_linear=0
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Tree=1203
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Tree=1204
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Tree=1205
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Tree=1206
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Tree=1207
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Tree=1208
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Tree=1209
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Tree=1210
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Tree=1211
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internal_weight=1470.27 1280.76 1258.69 189.514 54.2221 135.292 22.0684
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Tree=1212
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decision_type=2 2 2 2 2 2 2
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internal_weight=449.891 347.255 326.926 102.635 86.4223 16.2131 20.3288
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is_linear=0
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Tree=1213
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decision_type=2 2 2 2 2
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internal_weight=713.358 706.512 657.638 48.8731 6.84669
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is_linear=0
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Tree=1214
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decision_type=2 2 2 2 2 2
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internal_weight=2179.43 1060.03 1044.75 1119.4 1071.66 47.7357
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is_linear=0
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Tree=1215
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decision_type=2 2 2 2 2 2
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internal_weight=2971.53 2818.58 2730.68 152.946 141.19 87.9051
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is_linear=0
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Tree=1216
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decision_type=2 2 2 2 2 2 2
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internal_weight=834.501 282.081 552.42 412.242 140.178 66.3944 215.686
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Tree=1217
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.147 182.568 35.082 147.486 166.579 151.777 14.8019
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Tree=1218
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decision_type=2 2 2 2 2 2 2
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internal_weight=2036.05 1972.21 997.502 974.713 63.8398 46.9874 16.8524
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is_linear=0
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Tree=1219
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decision_type=2 2 2 2 2 2 2
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internal_weight=2024.52 1917.23 1703.41 213.818 107.292 67.5486 39.743
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is_linear=0
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Tree=1220
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decision_type=2 2 2 2 2 2 2
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internal_weight=1470.31 1281.34 1259.38 188.966 54.1927 134.774 21.965
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is_linear=0
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Tree=1221
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1222
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decision_type=2 2 2 2 2 2 2
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internal_weight=713.505 346.817 198.581 148.236 366.688 253.407 113.281
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is_linear=0
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Tree=1223
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split_feature=42 95 123 35 119 85 3
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decision_type=2 2 2 2 2 2 2
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internal_weight=2178.41 1234.31 1135.95 944.103 767.415 98.3568 176.688
internal_count=14239 6229 5571 8010 5873 658 2137
is_linear=0
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Tree=1224
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decision_type=2 2 2 2 2 2 2
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internal_weight=2955.63 2805.93 1955.91 850.021 149.703 129.686 20.0173
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is_linear=0
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Tree=1225
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decision_type=2 2 2 2 2 2 2
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internal_weight=830.777 796.982 389.111 407.871 33.7949 4.83541 28.9595
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is_linear=0
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Tree=1226
num_leaves=8
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Tree=1227
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internal_weight=2026.27 1989.43 1474.08 515.351 36.8466 31.5996
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is_linear=0
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Tree=1228
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decision_type=2 2 2 2 2
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internal_weight=2015.49 1857.6 1841.91 157.886 151.379
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is_linear=0
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Tree=1229
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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Tree=1231
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Tree=1232
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Tree=1233
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Tree=1234
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Tree=1235
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Tree=1236
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Tree=1237
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Tree=1238
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Tree=1239
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Tree=1240
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Tree=1241
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Tree=1242
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Tree=1243
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Tree=1244
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Tree=1245
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Tree=1246
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Tree=1247
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internal_weight=447.071 438.065 384.161 53.9042 9.00592 3.70289
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Tree=1249
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decision_type=2 2 2 2 2 2 2
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internal_weight=710.711 301.507 409.204 353.545 60.9574 240.55 55.6589
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Tree=1250
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decision_type=2 2 2 2 2 2 2
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internal_weight=2163.03 1320.51 1077.64 842.516 532.79 309.727 242.868
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is_linear=0
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Tree=1251
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decision_type=2 2 2 2 2 2 2
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internal_weight=2952.95 2802.7 1951.26 851.44 150.247 130.133 20.1145
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Tree=1252
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decision_type=2 2 2 2 2 2 2
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Tree=1253
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decision_type=2 2 2 2 2 2 2
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internal_weight=346.979 319.563 27.4159 267.983 22.536 51.5807 4.8799
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Tree=1254
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internal_weight=2027.46 1991.1 445.481 1545.62 36.3638 31.134
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Tree=1255
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Tree=1256
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is_linear=0
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Tree=1257
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Tree=1258
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Tree=1259
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Tree=1260
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Tree=1261
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Tree=1262
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Tree=1263
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Tree=1264
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Tree=1265
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Tree=1271
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Tree=1274
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Tree=1275
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Tree=1276
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Tree=1277
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Tree=1282
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Tree=1284
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Tree=1285
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decision_type=2 2 2 2 2 2 2
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internal_weight=2166.59 1763.57 1547.55 403.022 194.859 208.163 216.017
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Tree=1287
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decision_type=2 2 2 2 2 2 2
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internal_weight=2965.72 2281.93 2204.96 683.783 613.185 70.5983 76.9775
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Tree=1288
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decision_type=2 2 2 2 2 2 2
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internal_weight=833.068 267.661 224.558 565.407 422.115 143.292 43.1033
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Tree=1289
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decision_type=2 2 2 2 2 2 2
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Tree=1290
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decision_type=2 2 2 2 2 2 2
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internal_weight=2038.9 1974.01 1851.25 122.765 64.8888 39.4634 25.4255
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Tree=1291
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internal_weight=2022.5 187.102 1835.4 1711.93 119.825 67.2769 123.474
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Tree=1292
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Tree=1293
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Tree=1294
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Tree=1295
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Tree=1296
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Tree=1297
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Tree=1298
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Tree=1299
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Tree=1300
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Tree=1301
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internal_weight=1458.63 415.042 1043.59 364.074 50.9686 920.101 123.49
internal_count=14148 4801 9347 4280 521 8108 1239
is_linear=0
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Tree=1302
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decision_type=2 2 2 2 2 2 2
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internal_weight=447.838 372.335 75.5021 329.465 42.8706 46.9243 28.5777
internal_count=14148 12124 2024 10961 1163 1283 741
is_linear=0
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Tree=1303
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decision_type=2 2 2 2 2 2 2
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leaf_count=5786 3955 178 648 1649 407 878 647
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internal_weight=710.322 333.195 44.7423 288.453 377.126 66.5362 310.59
internal_count=14148 6430 826 5604 7718 1285 6433
is_linear=0
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Tree=1304
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decision_type=2 2 2 2 2 2 2
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leaf_count=180 3297 5688 734 2847 262 652 488
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internal_weight=2157.06 1630.76 216.839 1413.92 526.298 446.078 80.2206
internal_count=14148 9449 914 8535 4699 3949 750
is_linear=0
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Tree=1305
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decision_type=2 2 2 2 2 2
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internal_weight=2943.07 2785.6 2411.98 373.613 157.473 143.991
internal_count=14148 13506 12154 1352 642 588
is_linear=0
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Tree=1306
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decision_type=2 2 2 2 2 2 2
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internal_weight=829.002 471.094 265.563 357.908 275.505 82.4033 205.531
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is_linear=0
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Tree=1307
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0031733014694805117 0.0073405816328504974 0.008397011859433921 0.0024655438012574234 9.3089168378750846e-05 -0.0043250807848633091 -0.0031212162272346291 0.0026160849097165177
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internal_weight=345.787 281.573 204.254 77.3195 64.2142 45.6271 18.5871
internal_count=14148 12467 9594 2873 1681 1167 514
is_linear=0
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Tree=1308
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decision_type=2 2 2 2 2 2 2
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internal_weight=2025.06 1909.27 1036.76 872.512 115.782 98.1247 17.6569
internal_count=14148 13168 6771 6397 980 829 151
is_linear=0
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Tree=1309
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decision_type=2 2 2 2 2 2 2
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internal_weight=2008.51 1484.11 1055.79 428.311 524.408 64.5138 459.894
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is_linear=0
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Tree=1310
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split_gain=14.2834 11.789 8.83485 7.48171 6.88657 6.53632 5.09421
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decision_type=2 2 2 2 2 2 2
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internal_weight=1458.4 414.275 1044.12 51.0722 920.964 123.16 363.203
internal_count=14148 4801 9347 521 8108 1239 4280
is_linear=0
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Tree=1311
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decision_type=2 2 2 2 2 2 2
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internal_weight=447.731 395.384 236.739 158.645 52.3475 48.602 3.74548
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is_linear=0
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Tree=1312
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decision_type=2 2 2 2 2 2 2
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internal_weight=710.414 622.981 70.6648 552.317 87.4321 16.5919 70.8402
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is_linear=0
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Tree=1313
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decision_type=2 2 2 2 2 2 2
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internal_weight=2156.74 1631.39 217.054 1414.33 525.348 381.474 143.874
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is_linear=0
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Tree=1314
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decision_type=2 2 2 2 2 2 2
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internal_weight=2942.21 403.976 2538.24 2249 163.617 289.238 240.359
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Tree=1315
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decision_type=2 2 2 2 2 2 2
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Tree=1316
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Tree=1317
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1318
num_leaves=8
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Tree=1320
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Tree=1321
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internal_weight=710.474 333.975 45.2702 288.705 376.499 365.681 10.8189
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Tree=1322
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internal_weight=2156.27 1263.21 893.055 891.395 719.886 173.169 371.819
internal_count=14148 8943 5205 5611 4446 759 3332
is_linear=0
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Tree=1323
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decision_type=2 2 2 2 2 2 2
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internal_weight=2941.29 404.011 2537.28 163.66 2247.82 240.35 289.46
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Tree=1324
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internal_weight=828.994 470.141 265.877 358.853 272.178 86.6744 204.265
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Tree=1325
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decision_type=2 2 2 2 2 2 2
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Tree=1326
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is_linear=0
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Tree=1327
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Tree=1328
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Tree=1329
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is_linear=0
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Tree=1330
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decision_type=2 2 2 2 2 2 2
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Tree=1331
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is_linear=0
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Tree=1332
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Tree=1333
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Tree=1334
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Tree=1335
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Tree=1337
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Tree=1338
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internal_weight=447.561 125.019 102.634 322.543 58.5562 263.987 22.3842
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Tree=1339
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decision_type=2 2 2 2 2
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Tree=1340
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internal_weight=2167.39 1697.73 1571.7 469.659 283.61 126.03 186.049
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Tree=1341
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Tree=1342
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decision_type=2 2 2 2 2 2 2
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Tree=1343
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Tree=1344
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Tree=1345
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Tree=1346
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is_linear=0
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Tree=1347
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Tree=1348
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Tree=1349
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Tree=1350
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Tree=1351
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Tree=1352
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Tree=1353
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Tree=1358
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Tree=1360
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Tree=1361
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Tree=1362
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Tree=1363
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Tree=1364
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Tree=1365
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Tree=1366
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Tree=1367
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Tree=1368
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Tree=1369
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Tree=1370
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Tree=1371
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Tree=1374
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Tree=1375
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decision_type=2 2 2 2 2 2 2
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Tree=1376
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decision_type=2 2 2 2 2 2 2
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Tree=1377
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Tree=1378
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Tree=1379
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internal_weight=347.905 274.135 248.551 25.5832 73.7704 15.513 58.2573
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Tree=1380
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Tree=1381
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decision_type=2 2 2 2 2 2 2
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Tree=1382
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Tree=1383
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Tree=1384
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Tree=1385
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Tree=1386
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Tree=1387
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Tree=1388
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Tree=1389
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Tree=1393
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Tree=1394
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Tree=1395
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Tree=1396
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Tree=1397
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Tree=1398
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Tree=1399
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Tree=1400
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Tree=1401
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Tree=1402
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Tree=1403
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Tree=1404
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Tree=1405
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Tree=1407
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Tree=1408
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Tree=1409
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Tree=1410
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Tree=1411
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Tree=1412
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Tree=1413
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Tree=1414
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Tree=1415
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Tree=1416
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Tree=1417
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Tree=1418
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Tree=1419
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Tree=1420
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Tree=1421
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Tree=1422
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Tree=1423
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Tree=1424
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Tree=1425
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Tree=1426
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Tree=1430
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Tree=1431
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Tree=1432
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Tree=1433
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Tree=1434
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Tree=1435
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Tree=1436
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Tree=1437
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Tree=1438
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Tree=1439
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Tree=1440
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Tree=1441
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Tree=1442
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Tree=1443
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Tree=1444
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internal_weight=1462.28 921.986 807.273 540.297 198.889 341.409 114.713
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Tree=1446
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Tree=1447
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Tree=1448
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decision_type=2 2 2 2 2 2 2
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Tree=1449
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Tree=1450
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Tree=1451
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Tree=1452
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Tree=1453
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Tree=1454
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Tree=1455
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Tree=1456
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Tree=1457
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Tree=1458
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Tree=1459
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Tree=1460
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Tree=1461
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Tree=1465
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Tree=1466
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Tree=1467
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Tree=1468
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Tree=1469
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Tree=1470
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Tree=1471
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Tree=1472
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Tree=1473
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Tree=1474
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Tree=1475
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Tree=1476
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Tree=1477
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Tree=1478
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Tree=1479
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internal_weight=2006.1 384.481 278.324 1621.62 1191.83 106.157 429.787
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is_linear=0
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Tree=1481
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decision_type=2 2 2 2 2 2
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internal_weight=1455.82 1352.84 1315.69 102.972 93.3077 37.1541
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Tree=1482
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decision_type=2 2 2 2 2 2 2
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Tree=1483
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decision_type=2 2 2 2 2 2 2
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Tree=1484
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decision_type=2 2 2 2 2 2 2
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internal_weight=2146.6 1780.72 1427.68 353.042 365.87 326.335 39.5356
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Tree=1485
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internal_weight=2920.11 2607.43 2507.48 312.681 87.0969 99.9512 225.584
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Tree=1486
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internal_weight=828.725 763.268 729.185 34.0835 65.4569 60.006 5.45087
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Tree=1487
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decision_type=2 2 2 2 2 2
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Tree=1488
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decision_type=2 2 2 2
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Tree=1489
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Tree=1490
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Tree=1491
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Tree=1492
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Tree=1493
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Tree=1494
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Tree=1495
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Tree=1496
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Tree=1497
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Tree=1499
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decision_type=2 2 2 2 2 2 2
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internal_weight=1455.64 1371.47 1326.81 84.1709 47.6492 36.5217 44.66
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Tree=1500
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decision_type=2 2 2 2 2 2 2
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Tree=1501
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decision_type=2 2 2 2 2 2 2
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internal_weight=707.772 623.252 548.882 74.3703 84.5203 16.4816 68.0386
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Tree=1502
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decision_type=2 2 2 2 2 2 2
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internal_weight=2146.45 992.784 1153.67 1109.77 607.848 384.936 43.9007
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Tree=1503
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decision_type=2 2 2 2 2 2
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internal_weight=2918.72 2857.09 2554.95 302.145 61.6272 46.7369
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Tree=1504
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decision_type=2 2 2 2 2 2 2
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internal_weight=828.177 763.289 92.3355 670.954 64.888 36.8478 28.0402
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Tree=1505
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Tree=1506
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1507
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decision_type=2 2 2 2 2 2 2
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internal_weight=2005.8 1487.35 95.4324 1391.92 518.442 54.6677 463.774
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Tree=1508
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Tree=1509
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Tree=1510
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Tree=1511
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Tree=1512
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Tree=1513
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Tree=1514
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Tree=1515
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Tree=1516
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Tree=1517
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internal_weight=1461.4 1377.05 1192 84.3458 37.1115 47.2343 185.056
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Tree=1518
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decision_type=2 2 2 2 2 2 2
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internal_weight=449.456 167.597 126.86 281.859 246.453 40.7374 35.4056
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Tree=1519
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internal_weight=712.06 163.504 548.556 171.713 376.844 136.581 26.9227
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Tree=1520
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decision_type=2 2 2 2 2 2 2
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internal_weight=2152.57 1251.91 900.66 491.535 986.244 409.124 265.667
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Tree=1521
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decision_type=2 2 2 2 2 2 2
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internal_weight=2942.64 1771.1 1171.54 895.998 875.101 229.227 942.312
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is_linear=0
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Tree=1522
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decision_type=2 2 2 2 2 2 2
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internal_weight=832.959 67.9262 44.6597 765.033 503.869 261.164 23.2665
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Tree=1523
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.807 145.269 202.538 123.167 22.1017 157.612 44.9261
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Tree=1524
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decision_type=2 2 2 2 2 2
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internal_weight=2034.4 1994.18 40.2143 1559.17 435.014 31.1395
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is_linear=0
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Tree=1525
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Tree=1526
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Tree=1527
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Tree=1528
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Tree=1529
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Tree=1530
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Tree=1531
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Tree=1532
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Tree=1533
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decision_type=2 2 2 2 2 2 2
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Tree=1536
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Tree=1537
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Tree=1538
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Tree=1539
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internal_weight=2941.43 1771.48 1169.95 896.586 874.89 229.446 940.507
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Tree=1540
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Tree=1541
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Tree=1542
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Tree=1543
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Tree=1544
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Tree=1545
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Tree=1546
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Tree=1547
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Tree=1548
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Tree=1549
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Tree=1550
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Tree=1551
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Tree=1553
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Tree=1554
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Tree=1555
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Tree=1556
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Tree=1557
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Tree=1558
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Tree=1559
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Tree=1560
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Tree=1561
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Tree=1562
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Tree=1563
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Tree=1564
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Tree=1565
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Tree=1566
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Tree=1567
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Tree=1568
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Tree=1570
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Tree=1571
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Tree=1572
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Tree=1573
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Tree=1574
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Tree=1575
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Tree=1576
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Tree=1577
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Tree=1578
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Tree=1579
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Tree=1580
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Tree=1581
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Tree=1582
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Tree=1583
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Tree=1584
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Tree=1585
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Tree=1586
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internal_weight=347.13 294.075 258.616 53.0542 35.4589 45.6244 7.42974
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internal_weight=2019.92 1981.78 1868.24 38.1432 113.543
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Tree=1588
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internal_weight=2009.54 412.524 139.523 1597.02 273.001 1538.38 58.6379
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Tree=1589
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Tree=1590
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decision_type=2 2 2 2 2 2 2
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internal_weight=446.691 356.834 89.8573 291.409 65.425 82.7611 7.09614
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is_linear=0
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Tree=1591
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decision_type=2 2 2 2 2 2 2
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internal_weight=709.927 667.417 419.669 247.748 42.51 37.3503 5.15968
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is_linear=0
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Tree=1592
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decision_type=2 2 2 2 2 2 2
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internal_weight=2146.04 1941.3 1734.61 206.694 204.735 61.972 142.763
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is_linear=0
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Tree=1593
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decision_type=2 2 2 2 2 2
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internal_weight=2919.63 2865.44 2830.31 54.1911 46.9433 35.1325
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is_linear=0
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Tree=1594
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decision_type=2 2 2 2 2 2 2
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internal_weight=830.402 573.015 257.387 201.161 371.854 121.439 135.948
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Tree=1595
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.325 54.8474 292.477 253.17 16.9106 39.3071 37.9368
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is_linear=0
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Tree=1596
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decision_type=2 2 2 2 2
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internal_weight=2020.01 1981.73 1868.51 38.2745 113.222
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Tree=1597
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decision_type=2 2 2 2 2 2 2
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Tree=1598
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decision_type=2 2 2 2 2 2 2
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internal_weight=1457.83 1184.52 53.0522 273.31 158.723 114.588 1131.47
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is_linear=0
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Tree=1599
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1600
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Tree=1601
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is_linear=0
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Tree=1602
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Tree=1603
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Tree=1604
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Tree=1605
num_leaves=6
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split_feature=85 85 37 30 0
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decision_type=2 2 2 2 2
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internal_weight=2020.14 1981.77 1868.82 38.3724 112.948
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Tree=1606
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split_gain=7.62796 8.04247 9.25828 7.99044 7.84555 7.10337 4.68644
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decision_type=2 2 2 2 2 2 2
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internal_weight=2009.36 413.416 140.343 1595.94 273.073 1518.1 77.8375
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is_linear=0
shrinkage=0.0130895


Tree=1607
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split_feature=96 148 84 4 132 19 97
split_gain=8.44251 8.11094 8.0184 7.48398 9.70868 7.74741 4.48316
threshold=4.5000000000000009 0.18605733897494806 0.013585526315789452 1499.6629786681353 0.68350000000000011 1.5000000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2
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right_child=1 2 -4 4 -6 -7 -8
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internal_weight=1457.83 398.783 381.286 1059.05 627.371 431.678 17.4976
internal_count=14161 4711 4508 9450 5297 4153 203
is_linear=0
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Tree=1608
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split_gain=9.94554 8.11622 8.77791 6.59844 6.21684 5.22697 3.47149
threshold=-0.021724137931034445 1.1055000000000004 0.10450000000000001 -1.2929999999999999 1563.3800176233462 3.8450000000000002 0.53851874003189804
decision_type=2 2 2 2 2 2 2
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leaf_value=0.0078529323111328452 0.0037295419967613014 0.0024987512952653152 -0.0058019911014348998 -0.005996941324984237 -0.0017600475301918534 0.0044011278425208451 -0.002382060703550059
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internal_weight=446.211 357.159 64.9723 89.0517 292.187 81.9075 7.14418
internal_count=14161 11182 2484 2979 8698 2755 224
is_linear=0
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Tree=1609
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split_feature=42 23 22 111 77 28 28
split_gain=6.50948 6.94355 7.98145 5.63994 7.16718 5.0019 4.78068
threshold=3.6050000000000004 4.366666666666668 0.30785714285714288 6.6500000000000012 1.8619047619047622 2.6125000000000003 2.7071428571428577
decision_type=2 2 2 2 2 2 2
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leaf_count=2558 206 71 5229 2709 498 2319 571
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internal_weight=709.91 446.942 413.553 262.969 156.952 106.017 33.3886
internal_count=14161 8429 7787 5732 3207 2525 642
is_linear=0
shrinkage=0.0130895


Tree=1610
num_leaves=8
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split_feature=95 144 0 148 136 105 123
split_gain=17.2078 14.2419 10.9295 7.31008 5.89231 6.02775 5.2049
threshold=6.7499999999999991 -0.0016499999999999998 1568.4653101940319 0.25001118310045645 5.9500000000000011 0.92250000000000021 1.6960000000000002
decision_type=2 2 2 2 2 2 2
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leaf_count=439 600 8081 2600 832 1289 108 212
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internal_weight=2145.65 1941.54 1735.55 205.989 204.111 61.9161 142.195
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is_linear=0
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Tree=1611
num_leaves=5
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split_feature=85 35 85 134
split_gain=15.965 12.9052 12.863 0.863504
threshold=-0.65214285714285702 7.6500000000000012 0.23842293906810033 -0.25349999999999995
decision_type=2 2 2 2
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leaf_weight=21.26767722517252 2704.700359351933 10.830095186829565 157.06998728960752 24.233050219714642
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internal_weight=2918.1 2896.83 2861.77 35.0631
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is_linear=0
shrinkage=0.0130895


Tree=1612
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split_gain=6.09219 9.93271 8.35995 8.20993 7.8122 5.9512 3.91453
threshold=11.400000000000002 1554.168150816666 1.2250000000000003 1.1000000000000003 0.27050000000000007 0.18333333333333332 0.22750000000000004
decision_type=2 2 2 2 2 2 2
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leaf_count=1183 4153 1360 558 2206 1939 1515 1247
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internal_weight=830.299 573.786 256.513 200.69 373.096 121.585 134.928
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is_linear=0
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Tree=1613
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split_gain=7.13007 5.98733 8.34238 5.68273 5.35303 5.17632 0.0951974
threshold=-0.22333670374115264 0.12755527743012099 15.550000000000002 0.52250000000000008 2.0635080645161294 0.8590000000000001 12.248910181587123
decision_type=2 2 2 2 2 2 2
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internal_weight=347.597 313.339 215.81 97.5291 34.2584 29.3735 4.88485
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is_linear=0
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Tree=1614
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decision_type=2 2 2 2 2 2
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internal_weight=2020.18 1981.69 1869.07 112.618 38.4895 24.0287
internal_count=14161 13972 12985 987 189 114
is_linear=0
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Tree=1615
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split_gain=7.43872 7.85999 7.82817 9.07194 7.67801 6.84667 4.07805
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decision_type=2 2 2 2 2 2 2
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internal_weight=2009.31 1595.44 413.873 140.753 273.12 1537.36 58.0831
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is_linear=0
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Tree=1616
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decision_type=2 2 2 2 2 2 2
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internal_weight=1457.91 1185.29 34.5552 272.618 114.054 158.564 1150.74
internal_count=14161 10514 330 3647 1575 2072 10184
is_linear=0
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Tree=1617
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split_feature=2 142 142 103 150 1
split_gain=8.44948 6.27891 6.25593 5.05406 4.94496 0.203188
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decision_type=2 2 2 2 2 2
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internal_weight=445.951 436.132 9.81872 414.001 22.1308 4.53899
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is_linear=0
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Tree=1618
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split_feature=145 42 5 6 98 135 26
split_gain=6.92549 6.3813 7.01928 6.00571 2.76293 3.79487 1.79169
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decision_type=2 2 2 2 2 2 2
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internal_weight=709.875 667.735 421.021 246.714 42.1393 10.5171 31.6223
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is_linear=0
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Tree=1619
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split_feature=95 85 148 136 105 123 105
split_gain=16.8416 13.4783 11.5307 5.82022 5.93832 5.1334 4.2463
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decision_type=2 2 2 2 2 2 2
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internal_weight=2145.57 1942.04 1804.99 203.524 61.8739 141.65 137.053
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is_linear=0
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Tree=1620
num_leaves=8
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split_feature=85 85 34 114 4 7 28
split_gain=20.1259 15.8714 12.947 6.66976 3.97101 3.36239 0.817161
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decision_type=2 2 2 2 2 2 2
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internal_weight=2931.11 2853.67 2691.02 162.655 77.4403 27.0719 50.3683
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Tree=1621
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decision_type=2 2 2 2 2 2 2
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internal_weight=832.342 723.061 627.61 95.4511 109.281 93.8592 15.4214
internal_count=14210 12138 10511 1627 2072 1767 305
is_linear=0
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Tree=1622
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.786 151.245 102.78 48.465 196.541 136.504 60.0369
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Tree=1623
num_leaves=8
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split_feature=95 56 40 116 145 89 1
split_gain=12.8278 9.5582 9.75176 7.76773 6.33596 6.34059 5.72232
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decision_type=2 2 2 2 2 2 2
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internal_weight=2031.41 1511.41 1341.45 169.964 519.994 215.46 304.534
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is_linear=0
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Tree=1624
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decision_type=2 2 2 2 2 2 2
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internal_weight=2019.95 795.592 576.691 218.901 1224.36 66.9953 1157.36
internal_count=14210 4767 3550 1217 9443 575 8868
is_linear=0
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Tree=1625
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threshold=8.25 1.5500000000000003 1.4145000000000001 0.45000000000000007 0.24638784998920046 2.1000000000000005 0.090045045045045013
decision_type=2 2 2 2 2 2 2
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internal_weight=1461.08 1343.02 446.246 896.778 118.056 33.8693 84.1864
internal_count=14210 12428 4656 7772 1782 536 1246
is_linear=0
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Tree=1626
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decision_type=2 2 2 2 2 2 2
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internal_weight=447.081 395.883 364.438 31.4454 51.1979 47.9668 3.23108
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is_linear=0
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Tree=1627
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decision_type=2 2 2 2 2 2 2
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leaf_count=2749 1895 3774 85 2213 53 1205 2236
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internal_weight=713.016 462.031 250.984 308.588 7.69145 153.443 243.293
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is_linear=0
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Tree=1628
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decision_type=2 2 2 2 2 2
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internal_weight=2146.36 2095.66 2003.11 92.55 50.6976 33.6077
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Tree=1629
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decision_type=2 2 2 2 2 2 2
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internal_weight=2930.4 2853.27 2690.44 162.825 77.1303 27.0386 50.0917
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Tree=1630
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decision_type=2 2 2 2 2 2 2
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internal_weight=832.582 635.614 196.967 460.652 166.743 174.962 30.2239
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is_linear=0
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Tree=1631
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.817 151.593 103.222 48.3712 196.224 41.085 155.139
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is_linear=0
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Tree=1632
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decision_type=2 2 2 2 2 2 2
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internal_weight=2031.31 1511.98 1457.66 519.337 214.918 304.42 54.316
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is_linear=0
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Tree=1633
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1634
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1635
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Tree=1636
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decision_type=2 2 2 2 2 2 2
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Tree=1637
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Tree=1638
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Tree=1639
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is_linear=0
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Tree=1640
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Tree=1641
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Tree=1642
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decision_type=2 2 2 2 2 2 2
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Tree=1643
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decision_type=2 2 2 2 2 2 2
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Tree=1644
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Tree=1645
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Tree=1646
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decision_type=2 2 2 2 2 2
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Tree=1647
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Tree=1648
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Tree=1649
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Tree=1650
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Tree=1651
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Tree=1652
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Tree=1653
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Tree=1654
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decision_type=2 2 2 2 2 2 2
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Tree=1655
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Tree=1656
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Tree=1657
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Tree=1658
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Tree=1660
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Tree=1661
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Tree=1662
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Tree=1663
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internal_weight=713.107 423.297 63.7011 359.596 289.809 184.378 105.432
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Tree=1664
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internal_weight=2151.91 1245.78 906.13 1055.88 343.828 562.302 189.9
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Tree=1665
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internal_weight=2928.17 1694.53 1233.63 870.274 1169.84 824.26 63.7951
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Tree=1666
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Tree=1667
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internal_weight=348.754 324.763 253.564 71.1987 23.9918 5.05594 18.9358
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Tree=1668
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Tree=1669
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Tree=1670
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Tree=1671
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Tree=1672
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Tree=1673
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Tree=1674
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Tree=1675
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Tree=1676
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Tree=1680
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Tree=1681
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Tree=1682
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Tree=1683
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Tree=1684
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Tree=1685
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Tree=1686
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Tree=1687
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Tree=1688
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Tree=1689
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Tree=1690
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Tree=1691
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Tree=1692
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Tree=1693
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Tree=1694
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internal_weight=348.856 237.603 29.9117 207.691 111.253 23.3344 87.9187
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Tree=1695
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Tree=1696
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decision_type=2 2 2 2 2 2 2
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internal_weight=2016.81 1962.21 161.498 1800.71 54.5929 41.9664 12.6265
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Tree=1697
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Tree=1698
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decision_type=2 2 2 2 2 2 2
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Tree=1699
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decision_type=2 2 2 2 2 2
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Tree=1700
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decision_type=2 2 2 2 2 2 2
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internal_weight=2149.86 1640.35 1563.07 509.51 145.457 364.053 77.2745
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Tree=1701
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decision_type=2 2 2 2 2 2 2
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internal_weight=2920.6 2769.81 2710.32 59.484 150.795 89.4177 61.3772
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Tree=1702
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decision_type=2 2 2 2 2 2 2
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internal_weight=833.251 772.365 264.94 507.426 60.8854 44.7117 16.1737
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Tree=1703
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decision_type=2 2 2 2 2 2 2
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internal_weight=348.747 110.914 33.7419 77.1723 237.833 178.285 59.5485
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is_linear=0
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Tree=1704
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decision_type=2 2 2 2 2
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Tree=1705
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Tree=1706
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decision_type=2 2 2 2 2 2 2
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Tree=1707
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1708
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decision_type=2 2 2 2 2 2 2
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Tree=1709
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internal_weight=2149.57 2056.26 1783.06 93.3128 273.201 63.2586
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Tree=1710
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Tree=1711
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decision_type=2 2 2 2 2 2 2
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Tree=1712
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=348.634 110.578 23.2767 87.3012 238.056 213.553 24.5026
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Tree=1713
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decision_type=2 2 2 2 2
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internal_weight=2025.2 1979.02 1961.55 46.1762 36.5026
internal_count=14205 13980 13797 225 176
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Tree=1714
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internal_weight=2016.39 1962.34 1773.36 188.971 54.055 12.6076 41.4474
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is_linear=0
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Tree=1715
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decision_type=2 2 2 2 2 2
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internal_weight=1462.69 1359.53 96.4843 103.158 1263.05 96.1452
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is_linear=0
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Tree=1716
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decision_type=2 2 2 2 2 2 2
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internal_weight=448.442 312.453 261.217 135.988 63.0911 72.8974 51.236
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is_linear=0
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Tree=1717
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threshold=5.5250000000000012 192.0437021774282 0.16141439205955332 -0.24520325203252033 2.7890000000000001
decision_type=2 2 2 2 2
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internal_weight=712.611 699.618 32.1007 667.518 12.9923
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Tree=1718
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decision_type=2 2 2 2 2 2 2
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internal_weight=2149.36 510.083 78.2941 1639.27 1331.88 431.789 307.392
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is_linear=0
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Tree=1719
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decision_type=2 2 2 2 2 2 2
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internal_weight=2919.93 2769.03 2704.95 150.899 89.5047 61.3946 64.083
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Tree=1720
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decision_type=2 2 2 2 2 2 2
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internal_weight=833.189 654.371 62.9383 591.433 178.818 159.327 19.4906
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is_linear=0
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Tree=1721
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decision_type=2 2 2 2 2 2 2
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internal_weight=348.515 238.282 30.1774 208.105 110.233 33.648 76.5853
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is_linear=0
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Tree=1722
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decision_type=2 2 2 2 2 2
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internal_weight=2024.86 1735.57 751.618 983.949 289.296 275.763
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is_linear=0
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Tree=1723
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decision_type=2 2 2 2 2 2 2
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internal_weight=2016.17 1962.32 1773.02 189.294 53.8508 12.607 41.2438
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is_linear=0
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Tree=1724
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=1725
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decision_type=2 2 2 2 2 2 2
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internal_weight=448.525 312.842 261.793 135.684 63.1029 72.5806 51.0487
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is_linear=0
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Tree=1726
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split_gain=5.81283 7.12697 7.75355 7.57034 3.48803 1.97884 1.80252
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decision_type=2 2 2 2 2 2 2
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internal_count=14205 13438 5075 8363 767 182 585
is_linear=0
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Tree=1727
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1728
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is_linear=0
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Tree=1729
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decision_type=2 2 2 2 2 2 2
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internal_weight=830.733 784.971 697.133 87.8381 45.7624 10.3344 35.428
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Tree=1730
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=2027.14 1595.9 1356.93 431.243 368.066 238.965 63.1766
internal_count=14196 11499 9565 2697 2303 1934 394
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Tree=1732
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decision_type=2 2 2 2 2 2 2
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Tree=1733
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decision_type=2 2 2 2 2 2 2
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internal_weight=1456.2 934.637 728.315 521.561 445.294 206.322 76.2674
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Tree=1734
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decision_type=2 2 2 2 2 2
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internal_weight=448.105 439.102 102.618 336.484 9.00238 4.13178
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Tree=1735
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decision_type=2 2 2 2 2 2 2
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internal_weight=710.284 304.53 405.754 209.975 112.174 195.779 192.356
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Tree=1736
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Tree=1737
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internal_weight=2922.23 2861.38 2568.64 292.731 60.8495 49.8445
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Tree=1738
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decision_type=2 2 2 2 2 2 2
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internal_weight=830.768 785.216 697.617 87.5986 45.5521 10.3563 35.1957
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Tree=1739
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decision_type=2 2 2 2 2 2 2
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internal_weight=346.4 332.317 312.988 19.3292 14.0827 8.76409 5.31864
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Tree=1740
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internal_weight=2026.81 511.279 449.055 1515.53 1461.63 62.2236 53.8979
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Tree=1741
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decision_type=2 2 2 2 2 2 2
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internal_weight=2011.22 81.6603 1929.56 61.3974 1784.54 145.021 20.2629
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Tree=1742
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1743
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is_linear=0
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Tree=1744
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Tree=1745
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is_linear=0
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Tree=1746
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Tree=1747
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decision_type=2 2 2 2 2 2 2
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Tree=1748
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=346.272 78.3424 53.9711 267.93 112.42 155.51 24.3713
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Tree=1749
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split_gain=11.0932 9.53022 7.80185 7.59467 7.45753 6.93389 3.48856
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decision_type=2 2 2 2 2 2 2
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internal_weight=2026.56 511.741 449.284 62.4574 1514.81 1461.11 53.7033
internal_count=14196 3017 2651 366 11179 10659 520
is_linear=0
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Tree=1750
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split_gain=9.74777 8.80694 7.08255 7.02404 6.0559 5.4661 0.95952
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decision_type=2 2 2 2 2 2 2
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internal_weight=2011.18 81.7494 1929.43 61.41 1784.73 144.697 20.3394
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is_linear=0
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Tree=1751
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decision_type=2 2 2 2 2 2 2
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internal_weight=1455.51 935.139 729.124 520.374 383.226 206.015 137.148
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is_linear=0
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Tree=1752
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split_gain=8.90214 6.6965 9.12606 6.05392 5.81102 0.165974
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internal_weight=447.752 438.654 53.2476 385.406 9.0978 4.11926
internal_count=14196 13985 1411 12574 211 103
is_linear=0
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Tree=1753
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split_gain=6.27087 6.55673 6.62547 4.73016 4.9556 4.15487 1.38107
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decision_type=2 2 2 2 2 2 2
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internal_weight=710.471 684.226 663.104 26.2448 18.4491 21.1221 7.7957
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Tree=1754
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decision_type=2 2 2 2 2 2 2
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internal_weight=2139.47 1959.87 1792.51 167.355 179.604 32.6027 147.001
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is_linear=0
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Tree=1755
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decision_type=2 2 2 2 2
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internal_weight=2921.9 2861.54 2834.88 60.3606 49.0972
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is_linear=0
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Tree=1756
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decision_type=2 2 2 2 2 2 2
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internal_weight=830.885 785.741 698.611 87.1297 45.1439 10.394 34.75
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is_linear=0
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Tree=1757
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threshold=5.5000000000000009 1596.8437121261802 9.6200000000000028 0.55481116160433952 1.9000000000000001 1474.2787819334617 0.14714904366654638
decision_type=2 2 2 2 2 2 2
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internal_weight=346.232 78.5739 54.2758 267.658 112.534 155.124 24.2981
internal_count=14196 2558 1806 11638 4353 7285 752
is_linear=0
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Tree=1758
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threshold=5.2499999999999991 0.89450000000000018 1.8250000000000004 -0.29321428571428571 4.5000000000000009 100.37445637546206 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
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internal_weight=2026.29 512.193 449.515 1514.1 1460.59 62.678 53.5132
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is_linear=0
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Tree=1759
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split_gain=9.6327 8.72602 6.91904 6.34565 5.99232 5.39738 4.37063
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decision_type=2 2 2 2 2 2 2
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internal_weight=2011.1 81.8418 1929.26 37.8017 1784.9 144.36 44.0401
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is_linear=0
shrinkage=0.0130895


Tree=1760
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1761
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=1762
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is_linear=0
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Tree=1763
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is_linear=0
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Tree=1764
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Tree=1765
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decision_type=2 2 2 2 2 2 2
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internal_weight=839.315 92.467 746.848 183.774 563.074 84.4165 8.05053
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Tree=1766
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decision_type=2 2 2 2 2 2 2
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internal_weight=350.088 278.865 181.96 96.9054 71.2234 57.6631 13.5604
internal_count=14320 12514 8871 3643 1806 1473 333
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Tree=1767
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decision_type=2 2 2 2 2 2 2
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internal_weight=2040.01 1879.9 1837.45 160.112 77.3206 82.7911 42.4483
internal_count=14320 13395 13187 925 444 481 208
is_linear=0
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Tree=1768
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split_feature=26 94 114 134 106 142 104
split_gain=5.87747 9.33454 9.93505 9.12708 5.26049 5.88304 5.7504
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decision_type=2 2 2 2 2 2 2
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leaf_count=202 10772 1473 409 351 433 397 283
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internal_weight=2031.91 364.913 90.9336 273.979 1667 1566.21 100.795
internal_count=14320 2435 611 1824 11885 11169 716
is_linear=0
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Tree=1769
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threshold=2.3165000000000004 0.13749999999999998 5.2750000000000012 1631.528803700912 1.4145000000000001 1629.1811302453607 5.8500000000000005
decision_type=2 2 2 2 2 2 2
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internal_weight=1470.87 1340.79 1148.28 130.086 113.727 192.511 16.3589
internal_count=14320 12670 10691 1650 1481 1979 169
is_linear=0
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Tree=1770
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threshold=1.2735000000000001 1.3165000000000002 0.44211111111111118 0.45350000000000007 1.9285000000000003 2.5250000000000004 3.3050000000000002
decision_type=2 2 2 2 2 2 2
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internal_weight=451.385 32.162 419.223 361.488 14.9472 17.2148 57.7352
internal_count=14320 834 13486 11417 420 414 2069
is_linear=0
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Tree=1771
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decision_type=2 2 2 2 2
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leaf_value=-3.8515283656581479e-05 -0.0024451911714001694 -0.0038460905336349517 0.0010550106105723356 0.0017233097294268133 0.0085443156386943667
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leaf_count=47 2610 3530 6982 1093 58
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internal_weight=718.447 710.596 519.402 191.193 7.85142
internal_count=14320 14215 9592 4623 105
is_linear=0
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Tree=1772
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split_gain=13.9231 10.9718 12.0574 9.14619 4.76344 5.69923 2.09902
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decision_type=2 2 2 2 2 2 2
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leaf_weight=80.683772888034582 11.175026413053276 388.97624189779162 1074.8488932549953 250.2333632260561 211.37037323415279 133.64965716004372 9.2942093387246114
leaf_count=434 90 2134 6669 1396 2021 1508 68
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internal_weight=2160.23 1794.74 1463.83 330.917 365.489 345.02 20.4692
internal_count=14320 10633 8803 1830 3687 3529 158
is_linear=0
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Tree=1773
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decision_type=2 2 2 2 2 2 2
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internal_weight=2944.26 2861.18 2601.81 259.37 83.0814 22.9073 60.1741
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Tree=1774
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decision_type=2 2 2 2 2 2 2
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internal_weight=839.266 92.1797 747.086 356.885 390.201 84.1059 8.07377
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is_linear=0
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Tree=1775
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.923 166.041 183.882 54.7294 111.312 39.1112 144.77
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is_linear=0
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Tree=1776
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decision_type=2 2 2 2 2 2 2
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internal_weight=2040.13 1879.67 1837.11 160.459 126.045 42.5532 34.4148
internal_count=14320 13395 13187 925 721 208 204
is_linear=0
shrinkage=0.0130895


Tree=1777
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split_feature=91 23 102 28 148 144 52
split_gain=5.06816 8.15602 6.32669 5.26265 5.20301 6.90284 5.8831
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decision_type=2 2 2 2 2 2 2
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internal_weight=2032.05 213.916 170.382 43.534 1818.14 167.815 1650.32
internal_count=14320 1476 1162 314 12844 912 11932
is_linear=0
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Tree=1778
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split_gain=8.90617 7.31495 10.0768 8.72931 5.19105 5.72231 3.71469
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decision_type=2 2 2 2 2 2 2
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internal_weight=1471.09 1341.36 1002.89 338.479 129.726 113.331 16.395
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is_linear=0
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Tree=1779
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decision_type=2 2 2 2 2 2 2
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internal_weight=451.44 32.2685 419.172 361.638 15.0898 17.1787 57.5331
internal_count=14320 834 13486 11417 420 414 2069
is_linear=0
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Tree=1780
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decision_type=2 2 2 2 2 2 2
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Tree=1781
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decision_type=2 2 2 2 2 2 2
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internal_weight=2159.74 1794.99 1463.61 331.384 364.755 344.236 20.5194
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Tree=1782
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decision_type=2 2 2 2 2 2 2
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Tree=1783
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decision_type=2 2 2 2 2 2 2
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Tree=1784
num_leaves=8
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split_feature=40 4 137 121 13 141 8
split_gain=10.1338 8.91379 6.18012 5.86029 7.0248 5.27952 2.37637
threshold=3.6050000000000004 1620.3415305553267 8.9500000000000011 1.5855000000000004 1.0000000180025095e-35 0.39750000000000008 0.65476190476190488
decision_type=2 2 2 2 2 2 2
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internal_weight=349.824 71.5503 53.9647 278.274 181.326 96.9471 17.5857
internal_count=14320 1806 1327 12514 8871 3643 479
is_linear=0
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Tree=1785
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split_feature=95 85 85 91 102 111 30
split_gain=12.7473 11.3198 9.43324 5.48797 6.28075 5.29282 4.3035
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decision_type=2 2 2 2 2 2 2
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internal_weight=2040.24 1879.43 1836.77 160.808 124.794 36.0137 42.6594
internal_count=14320 13395 13187 925 711 214 208
is_linear=0
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Tree=1786
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split_gain=5.04291 4.50702 6.62605 5.93447 4.07334 4.93212
threshold=1469.0968357032077 0.95450000000000013 0.81050000000000011 1.8905000000000001 1524.7681406435256 1.4500000000000002
decision_type=2 2 2 2 2 2
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leaf_count=42 12650 528 325 416 53 306
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internal_weight=2032.23 1977.38 122.115 1855.26 54.8558 49.0927
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is_linear=0
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Tree=1787
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split_feature=130 92 36 146 126 120 99
split_gain=8.70714 7.34663 7.3455 6.43516 4.49679 5.15388 4.16532
threshold=2.3165000000000004 0.13749999999999998 5.2750000000000012 0.0022500000000000007 2.2360000000000002 1.4145000000000001 0.67424242424242431
decision_type=2 2 2 2 2 2 2
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internal_weight=1471.27 1341.9 1149.89 192.014 129.369 106.768 22.601
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is_linear=0
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Tree=1788
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split_gain=6.99513 6.76031 5.792 5.55886 4.62684 4.43562 3.94772
threshold=1.1055000000000004 -0.046602564102564088 0.023256302521008354 1564.6117506423741 -0.0089328063241106981 0.39000000000000007 0.10450000000000001
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
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leaf_value=-0.0039639904914589626 -0.0045324380885880516 0.0028675189606756908 0.0031846744937363719 -0.0010466553164706492 0.000960913296740674 0.0050047235508041939 -0.0061067158759589386
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internal_weight=451.489 367.944 64.8898 303.054 83.5454 20.6385 62.9069
internal_count=14320 11049 2048 9001 3271 831 2440
is_linear=0
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Tree=1789
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split_gain=5.75901 5.48524 7.52433 6.97696 1.44149
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decision_type=2 2 2 2 2
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leaf_count=46 2610 3530 6982 1093 59
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internal_weight=717.83 709.941 519.425 190.516 7.88859
internal_count=14320 14215 9592 4623 105
is_linear=0
shrinkage=0.0130895


Tree=1790
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split_feature=95 95 85 145 136 105 145
split_gain=13.3998 10.9647 11.3641 6.56802 5.0654 5.28935 4.31432
threshold=6.7499999999999991 -15.749999999999996 -0.19718676122931436 0.18765000000000001 5.9500000000000011 1.0285000000000002 0.16575000000000004
decision_type=2 2 2 2 2 2 2
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internal_weight=2159.24 1955.53 1906.89 48.6388 203.713 60.7882 142.924
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is_linear=0
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Tree=1791
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split_gain=17.0565 14.114 11.7924 8.99444 5.63482 3.31604 2.58015
threshold=-0.32270270270270268 -7.4999999999999973 1.8150000000000002 0.29744329593622348 1485.2615648875874 1.2650000000000003 0.64600000000000013
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0040002789741350438 0.0010999548253451574 0.00021844868612584699 0.0065598058169462226 -0.0040208614388688897 -0.0008735401899577801 0.0029071218618604844 -0.0089822094301856455
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internal_weight=2943.09 2860.53 2575.41 285.124 82.5586 28.1238 54.4348
internal_count=14320 13789 11850 1939 531 166 365
is_linear=0
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Tree=1792
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split_feature=30 3 120 131 122 29 37
split_gain=6.24487 6.26812 5.55761 9.6878 8.06956 4.3641 3.60675
threshold=0.2341383937128618 1641.7758648951874 1.3165000000000002 1.0500000000000003 0.92600000000000016 5.8452380952380958 0.41451994081057375
decision_type=2 2 2 2 2 2 2
left_child=2 5 4 -4 -1 -2 -3
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leaf_value=0.0025174152543504247 -0.0051313916727079023 -0.0023748996874560081 -0.0007888256724967582 0.0034642935798511643 -0.0016811453789851499 0.0025365661375438648 0.0080269506872406755
leaf_weight=96.275254942476749 74.650714233517647 3.6586045362055284 157.22137633897364 200.68305722624063 293.44156642444432 8.8295296113938075 4.4604578763246536
leaf_count=1699 1380 64 2803 3207 4946 143 78
internal_value=6.07668e-05 -0.00298927 0.000468573 0.00162497 -0.000607341 -0.00413777 0.00460892
internal_weight=839.221 91.5993 747.621 357.904 389.717 83.4802 8.11906
internal_count=14320 1665 12655 6010 6645 1523 142
is_linear=0
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Tree=1793
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split_feature=40 4 137 30 99 86 8
split_gain=9.91792 8.70839 6.00072 5.22325 4.8085 4.69411 2.35901
threshold=3.6050000000000004 1620.3415305553267 8.9500000000000011 0.22009174311926608 0.48684210526315791 2.8837994214079079 0.65476190476190488
decision_type=2 2 2 2 2 2 2
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right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.002821161725280619 0.0088948022485575342 0.0028648327388343729 0.00010116176056001798 -0.0038696339834249126 0.0043416983550556912 0.0018567837548091246 -0.0046499964995244123
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internal_value=-8.4108e-05 0.00394434 0.00627634 -0.00122431 0.00246967 -0.00201978 -0.00293509
internal_weight=349.691 71.7815 54.2559 277.909 45.5577 232.352 17.5256
internal_count=14320 1806 1327 12514 1910 10604 479
is_linear=0
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Tree=1794
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split_gain=12.4613 11.1 9.25431 5.34722 6.71468 4.20974 3.68545
threshold=11.25 0.44602870813397127 -0.21570747217806038 -0.11999999999999993 1.2345000000000004 0.13545026881720426 0.54358014385617659
decision_type=2 2 2 2 2 2 2
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internal_weight=2040.31 1879.17 1836.4 161.135 126.76 42.7719 34.3754
internal_count=14320 13395 13187 925 721 208 204
is_linear=0
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Tree=1795
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split_feature=91 23 102 148 144 52 9
split_gain=4.93823 7.9827 6.17341 5.07655 6.7659 5.76962 4.42046
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decision_type=2 2 2 2 2 2 2
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internal_weight=2032.39 214.233 170.767 1818.15 168.034 1650.12 43.466
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is_linear=0
shrinkage=0.0130895


Tree=1796
num_leaves=8
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split_feature=130 92 146 134 27 9 2
split_gain=8.50268 7.19772 6.35095 6.28573 5.16484 6.5763 5.72072
threshold=2.3165000000000004 0.13749999999999998 0.0022500000000000007 -0.71949999999999992 0.58828571428571441 0.48333333333333339 8.2335018025482913
decision_type=2 2 2 2 2 2 2
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internal_weight=1471.54 1342.53 191.792 1150.74 129.006 111.712 17.2943
internal_count=14320 12670 1979 10691 1650 1479 171
is_linear=0
shrinkage=0.0130895


Tree=1797
num_leaves=8
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split_feature=142 100 103 1 34 136 31
split_gain=6.91785 7.74285 5.65131 4.95186 4.28761 3.67995 0.640978
threshold=-1.5234999999999996 1.2900000000000003 1.2825000000000002 1462.9309242811999 2.3950000000000005 23.950000000000003 0.20207393079733502
decision_type=2 2 2 2 2 2 2
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internal_weight=451.618 427.131 243.328 183.803 24.4868 19.6211 4.86571
internal_count=14320 13597 7147 6450 723 509 214
is_linear=0
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Tree=1798
num_leaves=6
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decision_type=2 2 2 2 2
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internal_weight=717.479 703.999 66.5817 637.418 13.48
internal_count=14320 13789 1362 12427 531
is_linear=0
shrinkage=0.0130895


Tree=1799
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split_feature=95 95 85 145 136 38 145
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decision_type=2 2 2 2 2 2 2
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internal_weight=2158.7 1955.6 1906.89 48.7022 203.101 60.7285 142.372
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is_linear=0
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Tree=1800
num_leaves=5
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decision_type=2 2 2 2
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internal_value=5.01976e-05 0.000139431 -0.000158813 0.00268644
internal_weight=2901.18 2883.27 2589.33 293.937
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is_linear=0
shrinkage=0.0130895


Tree=1801
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decision_type=2 2 2 2 2 2 2
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internal_weight=831.325 224.121 77.845 607.204 40.5474 566.656 146.276
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is_linear=0
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Tree=1802
num_leaves=8
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split_gain=5.8934 5.28905 4.67149 4.15465 3.46511 2.72036 2.6034
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decision_type=2 2 2 2 2 2 2
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Tree=1803
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Tree=1804
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Tree=1805
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internal_weight=1458.54 111.252 1347.29 44.3679 1302.92 75.4939 35.7585
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Tree=1806
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Tree=1807
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Tree=1808
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internal_weight=2137.21 1239.55 897.664 809.492 890.207 88.1717 349.343
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Tree=1809
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Tree=1810
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Tree=1811
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Tree=1812
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Tree=1813
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Tree=1814
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Tree=1815
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Tree=1816
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Tree=1817
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Tree=1818
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Tree=1819
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Tree=1820
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Tree=1821
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Tree=1822
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internal_weight=2008.83 1818.34 306.397 190.497 1511.94 153.79 36.7066
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Tree=1823
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split_gain=7.44952 8.29169 7.82712 2.78696 2.43909 1.78048 1.61025
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decision_type=2 2 2 2 2 2 2
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internal_weight=1458.36 1413.3 1388.05 45.0669 6.6008 25.2492 38.4661
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Tree=1824
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split_gain=5.33294 8.35782 8.38355 7.08413 7.38315 6.52027 6.31696
threshold=17.550000000000004 1.4750000000000003 0.15417582417582407 1499.1152454150049 0.10982310372554271 1.5000000000000002 1490.1995014829354
decision_type=2 2 2 2 2 2 2
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internal_weight=445.775 234.71 195.749 211.065 57.7291 153.336 38.9614
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is_linear=0
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Tree=1825
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decision_type=2 2 2 2 2 2 2
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internal_weight=710.352 161.285 123.126 549.068 304.967 244.101 38.1583
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is_linear=0
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Tree=1826
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decision_type=2 2 2 2 2 2 2
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internal_weight=2136.76 1237.92 898.838 499.353 889.731 399.485 348.192
internal_count=14146 8939 5207 3249 5614 1958 3325
is_linear=0
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Tree=1827
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decision_type=2 2 2 2
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internal_weight=2899.99 2882.41 1471.83 1410.58
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is_linear=0
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Tree=1828
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decision_type=2 2 2 2 2 2 2
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internal_weight=830.338 224.694 185.961 605.644 571.84 38.7334 33.8034
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Tree=1829
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.583 307.333 242.283 65.0502 40.2497 11.9733 28.2764
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Tree=1830
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is_linear=0
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Tree=1831
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decision_type=2 2 2 2 2 2 2
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Tree=1832
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internal_weight=1458.36 1427.05 44.6284 1382.42 31.3107 28.6903
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is_linear=0
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Tree=1833
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internal_weight=445.702 436.721 370.431 66.2898 8.98093 6.8176
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is_linear=0
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Tree=1834
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internal_weight=710.37 669.425 151.585 517.84 40.945 37.7726
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is_linear=0
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Tree=1835
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decision_type=2 2 2 2 2 2 2
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internal_weight=2136.46 1554.73 979.952 574.775 581.735 431.816 149.919
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is_linear=0
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Tree=1836
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decision_type=2 2 2 2
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internal_weight=2923.59 2905.57 2766.52 139.055
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Tree=1837
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decision_type=2 2 2 2 2 2 2
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Tree=1838
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decision_type=2 2 2 2 2 2 2
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Tree=1839
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decision_type=2 2 2 2 2 2 2
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internal_weight=2027.93 1248.92 1106.51 779.009 530.465 248.544 142.408
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Tree=1840
num_leaves=8
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split_gain=6.80657 9.89057 8.41173 7.94501 6.49292 3.93428 3.78644
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decision_type=2 2 2 2 2 2 2
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internal_weight=2016.77 211.323 1805.45 1773.55 154.291 31.8962 57.0322
internal_count=14220 1455 12765 12549 987 216 468
is_linear=0
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Tree=1841
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decision_type=2 2 2 2 2 2
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internal_value=0.000193147 -8.92676e-05 0.000309461 0.00433053 0.00583484 -0.00331529
internal_weight=1459.19 1375 1231.7 84.1906 71.6984 143.303
internal_count=14220 13673 11735 547 464 1938
is_linear=0
shrinkage=0.0130895


Tree=1842
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split_gain=7.56388 9.57576 9.56604 6.81627 5.80886 4.63937 4.53812
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decision_type=2 2 2 2 2 2 2
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internal_weight=450.005 405.096 157.459 247.637 44.9091 18.3658 26.5433
internal_count=14220 13000 4543 8457 1220 518 702
is_linear=0
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Tree=1843
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decision_type=2 2 2 2 2
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internal_weight=713.11 704.357 657.318 47.0382 8.75397
internal_count=14220 14104 13018 1086 116
is_linear=0
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Tree=1844
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decision_type=2 2 2 2 2 2 2
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internal_weight=2137.8 1697.18 1498.08 199.108 440.614 419.222 21.392
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is_linear=0
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Tree=1845
num_leaves=5
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split_gain=12.9394 12.0874 11.3649 3.32974
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decision_type=2 2 2 2
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leaf_weight=17.895347453653812 2689.1440926194191 10.539996005594729 76.806210987269878 128.62175361067057
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internal_weight=2923.01 2905.11 2765.95 139.162
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is_linear=0
shrinkage=0.0130895


Tree=1846
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decision_type=2 2 2 2 2 2 2
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internal_weight=833.172 33.5572 799.615 175.142 624.473 20.8852 12.672
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is_linear=0
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Tree=1847
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.613 267.774 151.569 116.206 79.8386 11.9232 67.9154
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is_linear=0
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Tree=1848
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decision_type=2 2 2 2 2 2 2
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internal_weight=2028.31 1248.55 1106.53 779.751 530.634 249.117 142.022
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is_linear=0
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Tree=1849
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decision_type=2 2 2 2 2 2
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internal_weight=2016.68 1988.88 187.356 1801.52 27.8022 24.1076
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is_linear=0
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Tree=1850
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internal_weight=1459.3 1432.39 1349.46 82.9306 26.9083 24.0368
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is_linear=0
shrinkage=0.0130895


Tree=1851
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decision_type=2 2 2 2 2 2
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internal_weight=449.978 414.857 370.859 43.9977 35.1208 33.7312
internal_count=14220 13035 11910 1125 1185 1150
is_linear=0
shrinkage=0.0130895


Tree=1852
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decision_type=2 2 2 2 2
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internal_weight=713.09 704.292 657.428 46.864 8.79866
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is_linear=0
shrinkage=0.0130895


Tree=1853
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decision_type=2 2 2 2 2 2 2
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internal_weight=2137.28 1696.29 1497.04 199.251 440.987 315.544 125.443
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is_linear=0
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Tree=1854
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decision_type=2 2 2
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internal_weight=2922.38 2904.6 2879.91
internal_count=14220 14087 13995
is_linear=0
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Tree=1855
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is_linear=0
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Tree=1856
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decision_type=2 2 2 2 2 2 2
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Tree=1857
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decision_type=2 2 2 2 2 2 2
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internal_weight=2028.66 1248.18 1106.55 780.475 530.797 249.678 141.634
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is_linear=0
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Tree=1858
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=2016.6 1988.99 187.653 1801.34 27.6095 23.9225
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Tree=1859
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decision_type=2 2 2 2 2 2 2
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internal_weight=1459.53 1374.93 1232.44 84.597 58.93 142.498 25.6669
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Tree=1860
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decision_type=2 2 2 2 2 2
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internal_weight=449.986 415.045 370.862 34.9411 44.1825 33.0891
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Tree=1861
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decision_type=2 2 2 2 2
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internal_weight=713.079 704.229 180.983 523.246 8.85025
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Tree=1862
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decision_type=2 2 2 2 2 2 2
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internal_weight=2136.71 1984.61 152.106 1575.06 93.7929 409.545 58.3131
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is_linear=0
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Tree=1863
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decision_type=2 2 2
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leaf_weight=17.662329584360123 2741.5844520255923 24.699830263853073 137.9770238250494
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internal_weight=2921.92 2904.26 2879.56
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is_linear=0
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Tree=1864
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decision_type=2 2 2 2 2 2
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internal_weight=832.975 807.165 194.306 612.859 25.8106 23.2307
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is_linear=0
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Tree=1865
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.658 12.0158 335.642 132.812 202.83 7.92317 4.09266
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is_linear=0
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Tree=1866
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decision_type=2 2 2 2 2 2
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internal_weight=2029.06 1954.88 1929.87 74.1743 65.3426 25.0161
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is_linear=0
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Tree=1867
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decision_type=2 2 2 2 2 2
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internal_weight=2016.61 1989.14 1779.63 209.519 27.4624 23.9056
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Tree=1868
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decision_type=2 2 2 2 2 2
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internal_weight=1459.64 1432.95 1349.62 83.3263 26.6965 23.7714
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Tree=1869
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decision_type=2 2 2 2 2 2
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internal_weight=450.002 415.251 34.7516 34.6708 380.58 32.8916
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is_linear=0
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Tree=1870
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decision_type=2 2 2 2 2 2 2
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Tree=1871
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internal_weight=2136.22 1983.94 152.28 1574 409.938 93.7931 58.4873
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is_linear=0
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Tree=1872
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internal_weight=2920.82 1212.85 1707.97 1492.79 810.803 402.05 215.171
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Tree=1873
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decision_type=2 2 2 2 2 2 2
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Tree=1874
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Tree=1875
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Tree=1876
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Tree=1877
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internal_weight=1455.93 45.11 37.4098 1410.82 111.061 1299.76
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Tree=1878
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decision_type=2 2 2 2 2 2 2
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internal_weight=448.628 191.122 79.9434 111.179 257.506 26.8874 230.618
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is_linear=0
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Tree=1879
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decision_type=2 2 2 2 2 2
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internal_weight=711.282 685.468 428.638 256.83 25.8138 22.8367
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is_linear=0
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Tree=1880
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decision_type=2 2 2 2 2 2
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internal_weight=2131.2 2081.38 168.332 1913.05 49.8111 37.6081
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is_linear=0
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Tree=1881
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split_gain=13.7509 10.697 9.99478 12.5204 8.56992 6.63544 6.54367
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decision_type=2 2 2 2 2 2 2
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internal_weight=2920.57 1213.21 1707.36 1492.56 1086.68 214.798 126.536
internal_count=14203 5476 8727 7470 4567 1257 909
is_linear=0
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Tree=1882
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decision_type=2 2 2 2 2 2 2
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internal_weight=830.983 57.2273 36.8888 773.756 487.58 286.176 20.3385
internal_count=14203 1005 600 13198 8150 5048 405
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Tree=1883
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decision_type=2 2 2 2 2 2 2
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internal_weight=346.199 324.861 214.732 21.338 110.128 13.4141 7.92394
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is_linear=0
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Tree=1884
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decision_type=2 2 2 2 2 2 2
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internal_weight=2030.42 291.484 1738.94 1672.33 66.607 167.966 123.518
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is_linear=0
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Tree=1885
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split_gain=6.9837 9.00397 8.19598 5.89827 5.15384 4.63739
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decision_type=2 2 2 2 2 2
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internal_weight=2012.4 1947.82 104.16 1843.66 64.5824 55.192
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Tree=1886
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decision_type=2 2 2 2 2 2 2
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internal_weight=1455.92 194.921 1261 1239.22 73.711 121.21 21.7795
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is_linear=0
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Tree=1887
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decision_type=2 2 2 2 2 2 2
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internal_weight=448.583 191.404 80.2528 257.179 37.3222 111.151 219.856
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is_linear=0
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Tree=1888
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decision_type=2 2 2 2 2 2
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internal_weight=711.408 685.719 393.319 292.4 25.6891 22.7084
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is_linear=0
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Tree=1889
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decision_type=2 2 2 2 2 2
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internal_weight=2130.6 2080.75 2019.05 49.8524 61.6922 37.6517
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is_linear=0
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Tree=1890
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1891
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1892
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1893
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Tree=1894
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Tree=1895
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decision_type=2 2 2 2 2 2 2
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internal_weight=1455.99 195.259 1260.73 1239.05 74.0141 121.245 21.6818
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Tree=1896
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internal_weight=448.513 191.665 80.5616 256.848 37.4108 111.104 219.437
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is_linear=0
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Tree=1897
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decision_type=2 2 2 2 2 2
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internal_weight=711.544 685.968 80.71 605.258 25.5763 22.592
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is_linear=0
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Tree=1898
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decision_type=2 2 2 2 2 2 2
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internal_weight=2130.1 1977.61 402.219 1575.39 152.494 122.087 30.4064
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is_linear=0
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Tree=1899
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threshold=2.5000000000000004 2.5850000000000004 -0.10274582560296842 2.1950000000000007 0.43683333333333335 1.1250000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2
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internal_weight=2920.12 1213.81 1706.31 1492.08 1105.27 214.228 108.541
internal_count=14203 5476 8727 7470 4671 1257 805
is_linear=0
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Tree=1900
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decision_type=2 2 2 2 2 2 2
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internal_weight=830.421 298.307 532.114 82.6418 449.472 69.6533 228.654
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is_linear=0
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Tree=1901
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split_gain=5.44895 6.74529 8.48619 5.90116 5.23848 4.03122 1.193
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decision_type=2 2 2 2 2 2 2
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internal_weight=345.901 324.381 214.938 21.5193 109.444 13.6349 7.88442
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Tree=1902
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decision_type=2 2 2 2 2 2 2
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internal_weight=2030.22 1738.33 972.679 765.649 291.89 99.3907 192.499
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is_linear=0
shrinkage=0.0130895


Tree=1903
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decision_type=2 2 2 2 2 2
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internal_weight=2012.62 1948.44 104.724 1843.72 64.1791 54.7942
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is_linear=0
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Tree=1904
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split_gain=10.5437 8.18676 6.81194 6.36481 6.20045 5.75353 2.69061
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decision_type=2 2 2 2 2 2 2
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internal_weight=1456.06 195.523 1260.53 74.3235 1210.33 121.199 50.2042
internal_count=14203 1233 12970 471 11769 762 1201
is_linear=0
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Tree=1905
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split_gain=7.43202 6.3703 10.962 5.90006 5.47192 7.36409 6.03787
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decision_type=2 2 2 2 2 2 2
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internal_weight=448.459 191.93 80.8515 111.078 256.529 26.9538 229.575
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is_linear=0
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Tree=1906
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decision_type=2 2 2 2 2 2
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internal_weight=711.728 686.266 428.71 257.556 25.4624 22.4754
internal_count=14203 13625 8572 5053 578 509
is_linear=0
shrinkage=0.0130895


Tree=1907
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decision_type=2 2 2 2 2 2
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internal_weight=2129.48 2079.58 1932.41 147.165 49.9019 35.9304
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is_linear=0
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Tree=1908
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split_feature=85 84 141 85 36 90
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decision_type=2 2 2 2 2 2
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internal_weight=2901.65 2819.38 296.779 2522.61 82.2617 65.2022
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is_linear=0
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Tree=1909
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decision_type=2 2 2 2 2 2
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internal_weight=828.613 800.507 326.128 474.379 28.1059 25.4527
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is_linear=0
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Tree=1910
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is_linear=0
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Tree=1911
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internal_weight=2018.18 1939.67 1912.46 78.5042 66.581 27.2155
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Tree=1912
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1913
num_leaves=7
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decision_type=2 2 2 2 2 2
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Tree=1914
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decision_type=2 2 2 2 2 2 2
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internal_weight=445.022 105.819 47.8755 57.9432 339.204 247.951 91.2522
internal_count=14165 2712 1283 1429 11453 8756 2697
is_linear=0
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Tree=1915
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split_gain=6.32621 6.96538 6.54743 8.55783 7.97245 5.74365 4.94047
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decision_type=2 2 2 2 2 2 2
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internal_weight=710.335 52.0514 658.284 223.886 434.398 25.8358 26.2156
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is_linear=0
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Tree=1916
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decision_type=2 2 2 2 2 2 2
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internal_weight=2132.38 1230.35 902.031 572.322 860.884 658.031 41.1469
internal_count=14165 8952 5213 3640 4937 5312 276
is_linear=0
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Tree=1917
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split_gain=11.5486 10.663 10.5411 8.82662 8.36872 3.66617
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decision_type=2 2 2 2 2 2
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internal_weight=2901.32 2835.95 1419.98 65.3738 1415.97 25.4564
internal_count=14165 13923 6743 242 7180 94
is_linear=0
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Tree=1918
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decision_type=2 2 2 2 2 2 2
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internal_weight=828.63 183.928 159.805 644.702 581.475 63.2275 24.1227
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Tree=1919
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decision_type=2 2 2 2 2 2 2
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internal_weight=346.831 132.331 214.5 141.834 72.6653 101.945 30.3863
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is_linear=0
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Tree=1920
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decision_type=2 2 2 2 2 2
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internal_weight=2017.98 1990.43 492.677 1497.76 27.5497 22.6323
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is_linear=0
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Tree=1921
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decision_type=2 2 2 2 2 2 2
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internal_weight=2010.79 211.502 154.866 1799.29 284.103 1515.18 56.6363
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is_linear=0
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Tree=1922
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=1459.41 1420.59 1397.12 38.8212 35.5644 23.4713
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is_linear=0
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Tree=1923
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decision_type=2 2 2 2 2 2 2
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internal_weight=445.053 338.967 106.085 68.4285 37.6569 225.242 113.725
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is_linear=0
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Tree=1924
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decision_type=2 2 2 2 2 2 2
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internal_weight=710.057 49.1453 660.912 225.817 435.095 24.578 24.5672
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is_linear=0
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Tree=1925
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decision_type=2 2 2 2 2 2 2
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internal_weight=2131.82 1229.42 902.404 1083.12 861.366 146.297 41.038
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is_linear=0
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Tree=1926
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decision_type=2 2 2 2 2 2
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internal_weight=2900.85 2818.87 2754.4 64.4655 81.9862 64.9231
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Tree=1927
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decision_type=2 2 2 2 2 2 2
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Tree=1928
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decision_type=2 2 2 2 2 2 2
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Tree=1929
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Tree=1930
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Tree=1931
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Tree=1932
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internal_weight=445 338.71 106.29 48.2284 225.324 58.0621 113.385
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is_linear=0
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Tree=1933
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decision_type=2 2 2 2 2 2 2
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internal_weight=709.771 49.2937 33.2435 660.478 225.299 435.179 16.0501
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is_linear=0
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Tree=1934
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decision_type=2 2 2 2 2 2 2
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internal_weight=2131.29 1776.49 1688.8 87.6915 354.795 294.566 60.2296
internal_count=14165 10507 9914 593 3658 3115 543
is_linear=0
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Tree=1935
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decision_type=2 2 2 2 2 2 2
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internal_weight=2900.43 2818.7 296.987 2521.71 81.7307 63.0317 18.699
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is_linear=0
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Tree=1936
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decision_type=2 2 2 2 2 2 2
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internal_weight=828.563 645.439 550.223 183.124 42.9381 95.2163 140.186
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is_linear=0
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Tree=1937
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decision_type=2 2 2 2 2 2 2
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internal_weight=346.849 131.843 101.423 215.006 141.815 73.1904 30.42
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is_linear=0
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Tree=1938
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decision_type=2 2 2 2 2 2 2
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internal_weight=2017.63 847.304 123.978 723.327 1170.33 726.305 444.025
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is_linear=0
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Tree=1939
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decision_type=2 2 2 2 2 2 2
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internal_weight=2011.21 212.228 1798.98 214.947 1584.03 155.695 56.533
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is_linear=0
shrinkage=0.0130895


Tree=1940
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decision_type=2 2 2 2 2 2
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internal_weight=1459.56 1421.22 1398.02 38.3488 23.1956 36.3571
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is_linear=0
shrinkage=0.0130895


Tree=1941
num_leaves=8
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split_gain=6.01743 6.3293 6.2055 7.89411 5.64763 4.78037 3.95413
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decision_type=2 2 2 2 2 2 2
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internal_weight=444.962 338.432 106.53 48.4902 225.388 58.04 113.044
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is_linear=0
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Tree=1942
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1943
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internal_weight=2130.93 1227.83 903.091 728.091 1082.42 175 145.41
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is_linear=0
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Tree=1944
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=1945
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is_linear=0
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Tree=1946
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is_linear=0
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Tree=1947
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Tree=1948
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Tree=1949
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leaf_count=4628 266 4225 443 1568 2772 133 146
internal_value=-0.000135803 -0.00059321 0.000703954 0.00202432 -0.0014964 0.00314185 -0.00229047
internal_weight=1460.42 1211.13 498.032 249.29 713.097 200.14 49.1505
internal_count=14181 12068 4668 2113 7400 1701 412
is_linear=0
shrinkage=0.0130895


Tree=1950
num_leaves=8
num_cat=0
split_feature=85 135 110 52 22 143 90
split_gain=6.8986 6.94198 6.4331 5.52265 4.97484 4.69769 2.86916
threshold=-0.069468085106382929 -0.30549999999999994 14.950000000000001 3.0050000000000003 0.41428571428571431 0.32850000000000007 -0.14541666666666661
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 4 -1 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=-0.0059852434298965414 -0.0046162018023341708 0.0031920247952151141 -0.00086342685012477378 -0.0025382452896416346 0.002911180413265779 0.0019350497221400887 0.0053646401954365241
leaf_weight=51.380369565449655 43.111112665385008 218.08299844525754 89.877658705227077 5.3985573891550294 6.8561139637604347 22.133087316527963 10.461745192296801
leaf_count=1818 1257 6844 2794 169 235 781 283
internal_value=0.000462112 0.0011978 0.0020184 -0.00294835 -0.00466755 -0.00243158 0.00273288
internal_weight=447.302 373.205 307.961 74.0968 58.2365 65.2442 15.8603
internal_count=14181 11676 9638 2505 2053 2038 452
is_linear=0
shrinkage=0.0130895


Tree=1951
num_leaves=5
num_cat=0
split_feature=35 7 42 80
split_gain=6.27046 7.68337 10.3963 6.43826
threshold=5.5250000000000012 31.322785307963958 3.6050000000000004 0.086570052833251351
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0010260652900409492 -0.0067086114382528175 0.0014624500612947884 -0.0024481577261210477 0.010632290974276336
leaf_weight=427.20077527686954 12.747520206496118 46.855634259060025 212.96178699098527 10.854562815278767
leaf_count=7981 528 1012 4445 215
internal_value=7.57087e-05 0.000291546 -0.00014934 0.00448916
internal_weight=710.62 697.873 640.163 57.7102
internal_count=14181 13653 12426 1227
is_linear=0
shrinkage=0.0130895


Tree=1952
num_leaves=7
num_cat=0
split_feature=36 148 5 103 3 79
split_gain=14.0604 10.2986 20.2006 11.196 2.82806 2.58545
threshold=6.4450000000000012 0.25001118310045645 1493.3052807289894 0.76250000000000007 1714.8494889921667 3.2489714609078679
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=0.0044557100021804501 -0.0071701698215048881 0.00091042662055675246 -0.0001206122835687003 -0.001472872859571487 0.0015953977107091631 0.0012813016777446548
leaf_weight=243.85759309306741 51.974786549806595 582.97359542548656 472.54064471274614 776.77690220624208 4.5067670829594126 3.8720390535891047
leaf_count=1279 932 4013 3039 4771 78 69
internal_value=2.35576e-05 0.000217397 0.00147656 -0.00045187 -0.0057371 -0.00647968
internal_weight=2136.5 2076.15 716.398 1359.75 60.3536 55.8468
internal_count=14181 13102 4318 8784 1079 1001
is_linear=0
shrinkage=0.0130895


Tree=1953
num_leaves=8
num_cat=0
split_feature=34 85 95 44 136 85 92
split_gain=14.1412 9.67047 9.25652 8.05004 5.35925 5.21057 1.69094
threshold=2.6650000000000005 0.65777777777777791 6.7499999999999991 8.1150000000000002 14.750000000000002 0.27459459459459462 -0.023333333333333348
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.00039374659182316518 -0.0045982151982169343 0.0091916352265186806 0.0015279304693195394 0.0012725478922034276 -0.0046258761984877229 0.0037051093114899257 0.0016169519767784369
leaf_weight=1996.7878933697939 206.83108973503113 12.830751523375513 536.54000470787287 105.49133086204529 24.34475089609623 6.646369293332099 13.081276044249533
leaf_count=9253 1697 48 2095 804 195 40 49
internal_value=-0.00022528 0.000113128 1.76045e-05 -0.00268055 -8.2317e-05 -0.00418725 0.0068695
internal_weight=2902.55 2559.24 2533.33 343.314 129.836 213.477 25.912
internal_count=14181 11445 11348 2736 999 1737 97
is_linear=0
shrinkage=0.0130895


Tree=1954
num_leaves=8
num_cat=0
split_feature=7 126 136 117 126 39 118
split_gain=7.28883 7.86985 6.80824 6.08243 4.41233 4.49066 4.18494
threshold=8.9496429663889803 1.4720000000000002 3.1500000000000008 0.55000000000000016 1.5280000000000002 0.28277446092116226 1.2250000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.0016915082205446563 0.00059640967942488593 0.0080135800125630888 0.0014502436455909741 0.0041820734004655268 0.0014155964522401111 -0.0033085853248432618 -0.0060258687539059969
leaf_weight=221.59502923861146 137.85978331789374 21.051672728732228 294.49955896660686 25.194824634119868 12.301249576732515 67.623028825968504 50.838934984058142
leaf_count=3800 2624 313 4679 416 211 1240 898
internal_value=-6.94041e-05 0.00077668 0.00211809 -0.000953984 -0.00180534 -0.000781519 -0.00458071
internal_weight=830.964 562.341 315.551 246.79 268.623 205.483 63.1402
internal_count=14181 9208 4992 4216 4973 3864 1109
is_linear=0
shrinkage=0.0130895


Tree=1955
num_leaves=8
num_cat=0
split_feature=100 137 136 136 144 131 29
split_gain=6.74978 5.58133 5.29588 7.30799 5.61108 4.42313 0.693744
threshold=0.63500000000000012 17.750000000000004 7.1500000000000012 8.7500000000000018 0.0021500000000000004 1.8660000000000003 2.683333333333334
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=0.0074667432291979554 -0.00057425850743050854 0.0011404176970350138 0.0062334465132192511 -0.00026577973801127157 -0.0063103951080948628 -0.0020043761407297659 -0.0040713118906318098
leaf_weight=37.940344442613423 121.50281978491694 1.1389248482882965 29.662474952172488 115.46085714921355 29.620092901401222 5.8972055716440073 6.7433320814743638
leaf_count=1424 5294 46 1123 4609 1247 187 251
internal_value=0.000443734 0.00438845 -0.000364346 0.00137525 -0.00201677 0.00605834 -0.00310279
internal_weight=347.966 51.7198 296.246 145.123 151.123 43.8376 7.88226
internal_count=14181 1908 12273 5732 6541 1611 297
is_linear=0
shrinkage=0.0130895


Tree=1956
num_leaves=8
num_cat=0
split_feature=85 40 26 5 3 131 56
split_gain=10.2168 7.54188 6.79515 6.62709 6.73425 4.69353 1.46966
threshold=-0.21570747217806038 5.2350000000000012 0.58612500000000012 1488.1063739193269 1521.6692561788491 1.2930000000000004 1.8350000000000002
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.0035973808967152969 0.00030034380600910403 -0.0064936452945111049 0.0028636722520135158 -0.0071240784532759609 -0.00061535487771461077 0.0057641901175749001 0.00075442550007552144
leaf_weight=6.4863775074481991 1675.4328408390284 21.615488465875391 188.74328551441431 58.902508821338415 48.454408641904593 14.333090763539074 3.4072165600955477
leaf_count=62 11509 314 1171 539 396 138 52
internal_value=0.000214704 0.000463631 0.000573603 -0.00322487 -0.00448584 0.00262848 -0.00557252
internal_weight=2017.38 1889.2 1864.18 128.176 107.357 20.8195 25.0227
internal_count=14181 13046 12680 1135 935 200 366
is_linear=0
shrinkage=0.0130895


Tree=1957
num_leaves=6
num_cat=0
split_feature=29 29 111 125 126
split_gain=10.282 6.62081 6.61263 4.83019 0.999817
threshold=1.0500000000000003 6.5277777777777786 32.800000000000004 1.7085000000000001 2.3875000000000006
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.007419349541187832 0.0002090468790671211 -0.0050173392662534655 0.0083320977762559728 0.0030991482884988684 -0.00044722192119976337
leaf_weight=24.516641419380907 1908.1027580499649 56.376244831830263 7.4586168304085723 8.4614855200052244 5.403846349567174
leaf_count=191 13346 480 50 69 45
internal_value=3.85757e-06 0.000135571 0.000283264 -0.00368839 -0.00658372
internal_weight=2010.32 1980.4 1915.56 64.8377 29.9205
internal_count=14181 13945 13396 549 236
is_linear=0
shrinkage=0.0130895


Tree=1958
num_leaves=8
num_cat=0
split_feature=95 113 142 86 56 80 135
split_gain=8.68163 10.7556 10.1619 7.87663 8.29495 6.9387 5.15964
threshold=-3.75 0.28650000000000003 0.70100000000000007 2.7611408199643499 2.1650000000000005 0.050893238614556857 0.69450000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.007626891943206442 -0.00062720125490632497 -0.002897551729883993 -0.0021787253402089598 -0.0035900990712636792 0.0038846956451908969 0.001312007874806556 0.0038790983136073858
leaf_weight=63.422779902815819 755.7828448805958 77.568795919418335 19.122555915266275 188.68554105982184 66.967034321278334 279.48147551342845 9.2434214092791063
leaf_count=502 7994 601 147 2090 641 2114 92
internal_value=-0.00013485 0.00138414 0.00536523 -0.000796062 -0.000218224 0.000344094 -0.00307345
internal_weight=1460.27 439.596 82.5453 1020.68 822.75 357.05 197.929
internal_count=14181 3364 649 10817 8635 2715 2182
is_linear=0
shrinkage=0.0130895


Tree=1959
num_leaves=8
num_cat=0
split_feature=85 46 86 104 22 99 92
split_gain=6.7574 6.29967 5.77811 5.79524 5.3043 4.84184 3.4887
threshold=-0.069468085106382929 4.6250000000000009 3.2113237639553431 0.33250000000000007 0.41428571428571431 0.39230769230769236 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=-0.0056265957242304949 0.0046740568989903745 -0.0023254347012054747 -0.00053581309402269436 0.0099793166025171891 0.0032006897358390768 6.2669432222995492e-05 0.0078689057517434789
leaf_weight=58.147623462602496 34.752196472138166 3.7125252382829785 12.898045193403961 13.883512657135723 7.3957609171047798 312.08486275747418 4.6250608479604107
leaf_count=2026 953 114 328 332 250 10063 115
internal_value=0.000456464 -0.00292432 0.00118311 0.00613547 -0.00434177 0.00064137 0.0045302
internal_weight=447.5 73.881 373.619 26.7816 65.5434 346.837 8.33759
internal_count=14181 2505 11676 660 2276 11016 229
is_linear=0
shrinkage=0.0130895


Tree=1960
num_leaves=8
num_cat=0
split_feature=36 6 5 79 30 41 111
split_gain=6.27718 8.05049 6.4116 6.2571 10.6674 6.27714 5.73546
threshold=3.5650000000000004 1477.8443515356614 1529.0598869997266 2.8477419616417294 0.15480030721966204 1.9950000000000003 6.1500000000000012
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-7.6830087962448233e-05 -0.0030003560519400296 -0.0043982166248785542 0.001598702375502201 -0.0033678860873364641 0.0046676467496719219 0.0010261161122166007 0.0073326205103633729
leaf_weight=193.35898442007601 7.5925245340913561 122.05836754757911 34.112902535125613 90.490317704156041 129.70174806937575 117.5555210057646 15.760630335658787
leaf_count=3649 214 2846 841 1714 2247 2303 367
internal_value=7.53011e-05 -0.00197659 -0.00307111 0.000792311 0.00190995 -0.000951107 0.00407992
internal_weight=710.631 179.524 156.171 531.107 323.061 208.046 23.3532
internal_count=14181 4268 3687 9913 5896 4017 581
is_linear=0
shrinkage=0.0130895


Tree=1961
num_leaves=7
num_cat=0
split_feature=36 96 144 119 79 27
split_gain=13.816 10.183 11.6874 5.90808 2.00872 2.24461
threshold=6.4450000000000012 6.5000000000000009 -0.0017499999999999996 1.9000000000000001 3.2489714609078679 0.42683333333333334
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.0024841834417103966 -0.00029297597712447384 -0.0046678037341309382 0.00078509691626128049 0.0024515469065556723 0.0010899510149453148 -0.0073131312818173052
leaf_weight=199.84122243151069 10.058866560459135 95.69069691374898 1762.7290614582598 18.067324742674828 4.0599201880395404 45.900168355554342
leaf_count=1232 185 836 10900 134 71 823
internal_value=2.22937e-05 0.000213985 0.000441423 -0.00343155 -0.00570216 -0.00628455
internal_weight=2136.35 2076.33 1962.57 113.758 60.019 55.959
internal_count=14181 13102 12132 970 1079 1008
is_linear=0
shrinkage=0.0130895


Tree=1962
num_leaves=8
num_cat=0
split_feature=34 86 144 44 141 135 0
split_gain=13.8446 9.6263 15.2807 9.01611 10.2193 6.94586 5.80756
threshold=2.3350000000000004 3.0987804878048784 0.008550000000000002 6.6450000000000005 -0.77399999999999991 -0.69449999999999978 1639.5339845689919
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.0032539055777470838 -0.0043124503332834987 0.0041391571295942156 -0.0042327116652652848 0.0043282704984540839 -0.00162967218898703 0.00011001131783568538 0.0037888868908264148
leaf_weight=101.0515092164278 236.6656093634665 195.97513411194086 37.222798228263855 50.84513696283102 255.11436174437404 2015.9510711282492 8.7849334552884084
leaf_count=439 1777 836 156 355 1783 8779 56
internal_value=-0.000222194 0.000218044 0.00268513 -0.00206937 -0.00053515 -6.49277e-05 -0.00388711
internal_weight=2901.61 2350.2 233.198 551.41 305.959 2117 245.451
internal_count=14181 10210 992 3971 2138 9218 1833
is_linear=0
shrinkage=0.0130895


Tree=1963
num_leaves=8
num_cat=0
split_feature=7 10 135 28 3 104 1
split_gain=7.15298 7.37397 8.76258 8.47694 5.37564 5.71508 5.27908
threshold=8.9496429663889803 1.4226190476190479 -0.57299999999999984 3.6458333333333335 1647.5769791563664 0.82650000000000012 1324.0205329836188
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=0.0044494324004849635 0.0043008211576716785 -0.00087083969865416088 -0.0019194038343818135 0.0035668483393344261 0.0068337598742677598 -0.0022840321447920066 -0.0029258378938438988
leaf_weight=34.730343589559197 10.088467720896004 106.76613660342991 214.12961180694401 207.00256707705557 14.94427769072354 15.3748239018023 227.82216368988156
leaf_count=569 205 1817 3679 3143 273 307 4188
internal_value=-6.79316e-05 0.000769471 -0.000894631 0.00207635 -0.00178938 0.0027851 -0.00246014
internal_weight=830.858 562.629 248.86 313.769 268.23 30.3191 237.911
internal_count=14181 9208 4248 4960 4973 580 4393
is_linear=0
shrinkage=0.0130895


Tree=1964
num_leaves=8
num_cat=0
split_feature=100 137 136 89 136 111 28
split_gain=6.58161 5.46587 5.2042 7.26653 7.14361 3.83125 1.50367
threshold=0.63500000000000012 17.750000000000004 7.1500000000000012 0.21000000000000005 8.7500000000000018 21.850000000000005 2.3541666666666674
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1 -3
right_child=2 6 4 -5 -6 -7 -8
leaf_value=0.0070621240686914106 0.00020720334224776736 0.0021357893151986119 0.0061514401147225407 -0.0054764190789728722 -0.00026376210674139991 -0.0023656752508593362 -0.0047811574528692216
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leaf_count=1492 4285 45 1123 2256 4609 119 252
internal_value=0.000438432 0.00432493 -0.000360974 -0.00200133 0.0013616 0.00596998 -0.00309006
internal_weight=348.112 51.9545 296.157 150.88 145.277 44.0967 7.85782
internal_count=14181 1908 12273 6541 5732 1611 297
is_linear=0
shrinkage=0.0130895


Tree=1965
num_leaves=8
num_cat=0
split_feature=85 40 26 5 34 131 113
split_gain=10.0424 7.43449 6.63013 6.5247 6.90007 4.62867 1.54189
threshold=-0.21570747217806038 5.2350000000000012 0.58612500000000012 1488.1063739193269 1.5850000000000002 1.2930000000000004 0.76350000000000018
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.0035854953327590193 0.00029706464930156546 -0.0064872240315937742 0.002827090028278505 -0.00025249892278975214 -0.0068968953880708733 0.0057067215192089333 0.00085189551732200151
leaf_weight=6.469324782490733 1675.7578668035567 21.585588209331039 189.08914706110954 43.308791860938072 63.73506997898221 14.400362644344566 3.3171938657760611
leaf_count=62 11509 314 1171 327 608 138 52
internal_value=0.000211668 0.000458178 0.000567147 -0.00320192 -0.00445712 0.00259973 -0.00554531
internal_weight=2017.66 1889.75 1864.85 127.914 107.044 20.8697 24.9028
internal_count=14181 13046 12680 1135 935 200 366
is_linear=0
shrinkage=0.0130895


Tree=1966
num_leaves=8
num_cat=0
split_feature=148 134 23 145 44 10 147
split_gain=6.12692 7.16318 6.72653 7.74949 4.71227 4.32556 4.28083
threshold=0.24269371034620571 0.48050000000000004 4.2678571428571432 0.15605000000000002 11.725000000000001 1.5166666666666668 0.44292175993420807
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.002436595767265137 0.0057062702383073958 -0.001131622923609657 -0.0047108635184744761 0.00041585255859019323 0.0042500691907341867 0.0058343440688270447 0.00033886729104485252
leaf_weight=331.08164500072598 39.255607724189758 22.376859609037638 60.453264497220516 1475.3490000367165 10.269888058304785 24.954113095998764 46.558155048638582
leaf_count=2693 275 187 447 9938 85 207 349
internal_value=3.65803e-06 -0.00145127 0.000359064 0.00058906 -0.00212154 0.0029143 -0.00267089
internal_weight=2010.3 388.683 1621.62 1514.6 341.352 47.331 107.011
internal_count=14181 3172 11009 10213 2778 394 796
is_linear=0
shrinkage=0.0130895


Tree=1967
num_leaves=8
num_cat=0
split_feature=95 113 132 86 56 80 135
split_gain=8.48247 10.4789 8.55457 7.73027 8.10554 6.80138 5.08792
threshold=-3.75 0.28650000000000003 1.6460000000000001 2.7611408199643499 2.1650000000000005 0.050893238614556857 0.69450000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 -5
right_child=3 5 -4 6 -6 -7 -8
leaf_value=0.0074465672298779121 -0.00061992303437633162 -0.0028734638870498799 -0.0014874923107952602 -0.0035612007053188051 0.0038349476740521318 0.0012967041022587018 0.0038503584147471445
leaf_weight=62.119183711707592 755.38526046834886 77.410583227872849 20.758246824145317 188.16569512337446 67.169067770242691 279.73238601535559 9.2721655797213298
leaf_count=490 7994 601 159 2090 641 2114 92
internal_value=-0.000132787 0.0013676 0.00528876 -0.000786959 -0.000214947 0.000339806 -0.00304624
internal_weight=1460.01 440.02 82.8774 1019.99 822.554 357.143 197.438
internal_count=14181 3364 649 10817 8635 2715 2182
is_linear=0
shrinkage=0.0130895


Tree=1968
num_leaves=8
num_cat=0
split_feature=85 135 130 46 144 143 92
split_gain=6.62389 6.78205 6.30765 6.22796 5.31183 4.62955 3.45452
threshold=-0.069468085106382929 -0.30549999999999994 1.2930000000000004 4.6250000000000009 -0.00054999999999999982 0.32850000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 4 -1 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.00094798456736959285 -0.0045923320057131801 -0.0011958999245944111 0.0030146041491711482 -0.0023198967246085864 -0.0064619083182128135 0.0019121803827380243 0.0078184381028215347
leaf_weight=20.528332508169115 42.950370024889708 75.28413094766438 233.46041166037321 3.7051035203039646 44.747980230487883 22.184211106970906 4.6608446510508639
leaf_count=705 1257 2839 6799 114 1571 781 115
internal_value=0.000455666 0.00117372 0.00198267 -0.0028975 -0.00431332 -0.00241688 0.00450344
internal_weight=447.521 373.879 308.745 73.6423 65.2763 65.1346 8.36595
internal_count=14181 11676 9638 2505 2276 2038 229
is_linear=0
shrinkage=0.0130895


Tree=1969
num_leaves=5
num_cat=0
split_feature=35 7 42 80
split_gain=6.20615 7.52026 10.0295 6.31567
threshold=5.5250000000000012 31.322785307963958 3.6050000000000004 0.086570052833251351
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0010040452626920398 -0.0066877512184682067 0.0014392676682941879 -0.0024114697501977983 0.01049755469809658
leaf_weight=427.88196640461683 12.661487874574958 46.947388060390949 212.17029399983585 10.973540838807819
leaf_count=7981 528 1012 4445 215
internal_value=7.49622e-05 0.000289267 -0.000147605 0.00443497
internal_weight=710.635 697.973 640.052 57.9209
internal_count=14181 13653 12426 1227
is_linear=0
shrinkage=0.0130895


Tree=1970
num_leaves=7
num_cat=0
split_feature=36 148 5 103 135 79
split_gain=13.5831 10.0229 19.6851 10.8849 2.05057 2.48746
threshold=6.4450000000000012 0.25001118310045645 1493.3052807289894 0.76250000000000007 -0.62349999999999983 3.2489714609078679
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=0.0043881555180890442 0.001527165031486461 0.00089154795710586594 -0.00012612435045666486 -0.0014582589082354049 -0.0068488365976855222 0.0013497451913431881
leaf_weight=244.3854403346777 2.6932135932147494 583.49941870570183 472.59030487388372 776.11618731170893 53.21658175252378 3.7947857826948157
leaf_count=1279 48 4013 3039 4771 965 66
internal_value=2.01597e-05 0.0002098 0.00145132 -0.000450647 -0.00566907 -0.00618437
internal_weight=2136.3 2076.59 716.976 1359.62 59.7046 57.0114
internal_count=14181 13102 4318 8784 1079 1031
is_linear=0
shrinkage=0.0130895


Tree=1971
num_leaves=8
num_cat=0
split_feature=34 85 85 113 85 31 92
split_gain=13.5819 9.50508 9.22053 7.98345 6.13109 5.40892 1.6717
threshold=2.6650000000000005 0.65777777777777791 -0.7533333333333333 0.68150000000000011 1.0000000180025095e-35 0.15018796992481201 -0.023333333333333348
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.0081816346081351743 -0.0043485907880595346 0.0091143004644976613 9.2310960437472136e-05 0.0061446566138757012 0.00059155736585416189 -0.0012176630304940475 0.0015975366375193115
leaf_weight=13.410292670130728 236.16770770400763 12.844385072588922 2519.5107471942902 17.52401278167963 49.515302933752537 38.766760390251875 13.084801226854323
leaf_count=92 1911 48 11256 137 353 335 49
internal_value=-0.000219511 0.000111627 1.68885e-05 -0.00263085 -0.0035012 0.00164952 0.00680834
internal_weight=2900.82 2558.85 2532.92 341.974 285.683 56.2908 25.9292
internal_count=14181 11445 11348 2736 2264 472 97
is_linear=0
shrinkage=0.0130895


Tree=1972
num_leaves=8
num_cat=0
split_feature=7 126 4 3 3 104 126
split_gain=6.98556 7.52344 7.36649 6.83245 5.28631 5.61448 4.5792
threshold=8.9496429663889803 1.4720000000000002 1639.2978401016865 1436.2136975970254 1647.5769791563664 0.82650000000000012 1.4365000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2
right_child=4 3 -4 -5 5 -7 -8
leaf_value=-0.0015952495315986915 -0.0011633960986923261 -0.0014470706696941328 0.0059623058808317177 0.0030506639943050228 0.0067620728597960096 -0.0022702513651765835 -0.0051165379333400884
leaf_weight=231.75192888453603 170.54191177338362 68.092495555058122 14.61895055696368 248.49635569378734 15.034151045605542 15.342285035178064 66.806821022182703
leaf_count=3983 3214 1071 233 3921 273 307 1179
internal_value=-6.55175e-05 0.000761103 -0.000934229 0.00206877 -0.00176893 0.00276251 -0.00243609
internal_weight=830.685 562.96 246.371 316.589 267.725 30.3764 237.349
internal_count=14181 9208 4216 4992 4973 580 4393
is_linear=0
shrinkage=0.0130895


Tree=1973
num_leaves=8
num_cat=0
split_feature=118 20 111 42 2 34 47
split_gain=5.60294 4.53382 4.14648 3.55031 4.04367 3.42278 2.72074
threshold=0.63350000000000006 1.0000000180025095e-35 21.850000000000005 4.9650000000000007 79.833515677390565 2.5350000000000006 1.2150000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1 -5
right_child=3 2 -4 6 -6 -7 -8
leaf_value=-0.0042201446337303619 -0.0005147016176159419 0.0083243000411902697 -0.0021971524321388602 0.00214343217339159 0.0034560850885182147 0.0035764106081485245 -0.005792546830252732
leaf_weight=10.542263883166017 232.09700439870358 24.939893683418635 3.5411019679158917 4.1206433125771609 43.853113487362862 8.6161441896110755 20.529070662334561
leaf_count=486 8272 890 113 331 2133 235 1721
internal_value=0.000433788 0.00417818 0.00678719 -0.000273691 0.000213966 -0.000689944 -0.0042322
internal_weight=348.239 47.6394 28.481 300.6 275.95 19.1584 24.6497
internal_count=14181 1724 1003 12457 10405 721 2052
is_linear=0
shrinkage=0.0130895


Tree=1974
num_leaves=8
num_cat=0
split_feature=85 40 121 5 34 131 113
split_gain=9.85642 7.3259 6.48734 6.42704 6.81625 4.56627 1.52879
threshold=-0.21570747217806038 5.2350000000000012 2.0500000000000003 1488.1063739193269 1.5850000000000002 1.2930000000000004 0.76350000000000018
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.0035726277409492929 0.00077270732118120682 -0.0064596250924017677 -0.0021861611544799924 -0.00025130218226102893 -0.0068609266548510369 0.0056535830335987993 0.00084805226022663252
leaf_weight=6.4507729709148434 1738.1233112663031 21.461458336561922 127.43269751220942 43.304603569209576 63.40726200863719 14.46282024681568 3.3207859806716433
leaf_count=62 11678 314 1002 327 608 138 52
internal_value=0.000208277 0.000452187 0.000560141 -0.00317735 -0.00442726 0.00257458 -0.00551778
internal_weight=2017.96 1890.34 1865.56 127.625 106.712 20.9136 24.7822
internal_count=14181 13046 12680 1135 935 200 366
is_linear=0
shrinkage=0.0130895


Tree=1975
num_leaves=6
num_cat=0
split_feature=29 29 111 125 126
split_gain=10.1183 6.48704 6.52511 4.76826 0.992131
threshold=1.0500000000000003 6.5277777777777786 32.800000000000004 1.7085000000000001 2.3875000000000006
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.0073798761045825237 0.00020643448806499347 -0.0049820601446456262 0.0082651737984348293 0.003079438885916233 -0.00044007741058881212
leaf_weight=24.36107544973493 1908.2985491678119 56.152898367494345 7.5035984963178626 8.4804914146661741 5.3963351175189009
leaf_count=191 13346 480 50 69 45
internal_value=3.86119e-06 0.000134256 0.000280239 -0.00365627 -0.00654475
internal_weight=2010.19 1980.44 1915.8 64.6334 29.7574
internal_count=14181 13945 13396 549 236
is_linear=0
shrinkage=0.0130895


Tree=1976
num_leaves=8
num_cat=0
split_feature=121 144 4 36 24 22 55
split_gain=8.34372 8.35542 12.356 10.2184 7.52291 6.48772 4.49918
threshold=1.8165000000000002 0.00045000000000000004 1536.1702171286536 3.3850000000000002 0.4642857142857143 0.90000000000000013 1.5750000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.00081469605877775031 -0.0047558739411792455 -0.0044760247706326388 0.00090765787904748408 -0.0023845786432123532 0.0038077780528444185 -0.0035031076151333467 0.0022638053511450798
leaf_weight=698.71100418269634 31.331216476857662 182.80685618147254 113.00777712650597 215.60806469805539 185.00573167577386 15.553469739854334 17.710332302376628
leaf_count=5742 266 1986 1003 3337 1568 133 146
internal_value=-0.000130567 -0.000583055 -0.00245647 4.28407e-05 0.00200189 0.00310297 -0.00226633
internal_weight=1459.73 1210.13 295.815 914.319 249.601 200.559 49.0415
internal_count=14181 12068 2989 9079 2113 1701 412
is_linear=0
shrinkage=0.0130895


Tree=1977
num_leaves=8
num_cat=0
split_feature=85 46 22 99 113 110 90
split_gain=6.48473 6.16145 5.2528 5.14095 7.32076 5.87315 3.89226
threshold=-0.069468085106382929 4.6250000000000009 0.41428571428571431 0.39230769230769236 0.13650000000000004 15.550000000000002 -0.14541666666666661
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -3
right_child=3 6 -4 5 -6 -7 -8
leaf_value=-0.0055762639241603981 -0.0014996914603254878 -0.0028538900347266851 0.0032047116603035547 0.0016435834882441525 0.0087014516600609128 -0.0020480421119055399 0.0078118724892913896
leaf_weight=57.641864611767232 15.060973361134527 3.0679153399541974 7.3913254812359801 241.12679389026016 22.909590318799019 95.193748224526644 5.3250096887350065
leaf_count=2026 437 92 250 7679 585 2975 137
internal_value=0.000449999 -0.0028731 -0.00428725 0.00115902 0.00518095 0.000570062 0.00447805
internal_weight=447.717 73.4261 65.0332 374.291 37.9706 336.321 8.39293
internal_count=14181 2505 2276 11676 1022 10654 229
is_linear=0
shrinkage=0.0130895


Tree=1978
num_leaves=5
num_cat=0
split_feature=35 7 42 80
split_gain=6.14599 7.39093 9.80933 6.20278
threshold=5.5250000000000012 31.322785307963958 3.6050000000000004 0.086570052833251351
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00099098076159165609 -0.00666787720875032 0.0014227297655109127 -0.0023887571941634956 0.010381212887510398
leaf_weight=428.28929546661675 12.580305670388041 47.013282470405102 211.68704432621598 11.077490793541072
leaf_count=7981 528 1012 4445 215
internal_value=7.45147e-05 0.000287377 -0.000146265 0.00439163
internal_weight=710.647 698.067 639.976 58.0908
internal_count=14181 13653 12426 1227
is_linear=0
shrinkage=0.0130895


Tree=1979
num_leaves=7
num_cat=0
split_feature=42 34 96 3 123 145
split_gain=11.5274 9.73348 9.26756 2.17242 2.46293 1.8932
threshold=6.455000000000001 6.8750000000000009 6.5000000000000009 1714.8494889921667 0.6585000000000002 0.17575000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3
right_child=3 5 -4 -5 -6 -7
leaf_value=0.00024045855111643982 0.0010093661974117732 0.00043676885130377192 -0.0034388043157475225 0.0011392714320902716 -0.0075093555222511196 0.0063750934740200759
leaf_weight=1921.6838954612613 4.1643508039414874 13.121087670326231 115.00311817228794 4.0220695957541457 37.533483562991023 40.589533805847168
leaf_count=12122 75 47 1018 70 703 146
internal_value=1.90019e-05 0.000174646 1.7109e-05 -0.00586387 -0.00662821 0.00521764
internal_weight=2136.12 2090.4 2036.69 45.7199 41.6978 53.7106
internal_count=14181 13333 13140 848 778 193
is_linear=0
shrinkage=0.0130895


Tree=1980
num_leaves=5
num_cat=0
split_feature=85 97 96 85
split_gain=12.4295 11.9034 17.7758 9.05276
threshold=-0.7533333333333333 2.5000000000000004 2.5000000000000004 0.039452054794520457
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.0088928067044326559 -0.00021594859444789134 -0.0010696564303384372 0.0030666243128705576 0.0016394973198519205
leaf_weight=17.133308500051498 745.13678280264139 1445.0921929962933 444.34639175236225 238.20706963539124
leaf_count=133 3582 7500 1785 1116
internal_value=-5.51436e-05 2.78602e-05 0.00102546 -0.000678949
internal_weight=2889.92 2872.78 1189.48 1683.3
internal_count=14116 13983 5367 8616
is_linear=0
shrinkage=0.0130895


Tree=1981
num_leaves=8
num_cat=0
split_feature=133 130 29 7 147 126 28
split_gain=8.45205 7.17609 6.46578 5.00348 4.71108 3.21679 1.40755
threshold=0.76400000000000012 2.7070000000000003 3.4142857142857146 -30.446274747526328 0.4519630965593785 2.3165000000000004 4.1833333333333345
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=-0.0045160626039481341 -0.0023561611303800005 -0.0071880117409877835 0.00051728794639357447 0.0085220095335089233 0.00047337387245429931 0.0014554605687812465 0.0015871143635394619
leaf_weight=5.7291283048689348 164.84274258837104 26.732215283438563 568.74443145282567 29.162179516628385 20.096637288108468 5.5710362233221522 4.4749817028641701
leaf_count=104 3164 521 9321 482 365 91 68
internal_value=-6.44598e-05 -0.000455076 -0.000151127 0.00431476 0.00586596 -0.00570559 -0.00237541
internal_weight=825.353 765.89 733.587 59.4629 49.2588 32.3033 10.2041
internal_count=14116 13097 12485 1019 847 612 172
is_linear=0
shrinkage=0.0130895


Tree=1982
num_leaves=8
num_cat=0
split_feature=85 23 104 137 123 17 89
split_gain=5.3568 6.16335 4.07145 3.77444 3.54156 3.44935 0.855095
threshold=-0.28713735558408215 3.6333333333333337 0.87350000000000005 13.750000000000002 1.0955000000000001 1.5000000000000002 0.090000000000000011
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.0018126501679914411 -0.0022681547213665712 0.00035937486996345298 0.0016532217833196236 0.0069863819840966903 0.0090494347264016232 -0.0017451832323165659 -0.0032092740337049544
leaf_weight=1.5438127527013445 220.12379806954414 38.950062783434987 48.88033729698509 14.985434898175297 13.120235087350013 2.9243409633636466 5.1097756773233414
leaf_count=47 9248 1468 2172 551 372 74 184
internal_value=-0.000210645 -0.000700914 -0.00152228 0.00299715 0.00486194 0.00716667 -0.00165716
internal_weight=345.638 322.94 269.004 53.9355 22.6982 16.0446 6.65359
internal_count=14116 13439 11420 2019 677 446 231
is_linear=0
shrinkage=0.0130895


Tree=1983
num_leaves=8
num_cat=0
split_feature=42 26 85 120 95 99 131
split_gain=12.8898 13.0955 10.7441 9.33335 8.25086 7.63526 7.44603
threshold=4.8150000000000004 0.49788888888888888 -0.24520325203252033 2.7320000000000007 -1.0000000180025095e-35 0.36931818181818182 1.1550000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 4 6 -4 -2 -3 -1
right_child=1 5 3 -5 -6 -7 -8
leaf_value=-0.007984299517839348 -0.0021905869804150066 0.0051793174480087465 -0.0003684434695792541 0.0066432024810888632 0.0074264940634193501 -0.0001720185504216979 -0.00055171406251763692
leaf_weight=43.681302387267351 13.632230356335638 44.787738181650639 1485.2313728816807 23.381155222654343 84.500355109572411 274.47120793163776 43.367848694324493
leaf_count=414 80 246 10759 154 469 1571 423
internal_value=4.78018e-05 0.00206808 -0.000490133 -0.00021726 0.00601235 0.000711627 -0.00471503
internal_weight=2013.05 417.392 1595.66 1508.61 98.1326 319.259 87.0492
internal_count=14116 2366 11750 10913 549 1817 837
is_linear=0
shrinkage=0.0130895


Tree=1984
num_leaves=8
num_cat=0
split_feature=35 144 98 44 52 50 38
split_gain=7.70381 8.73941 12.5949 8.2349 10.2352 7.69848 7.60243
threshold=3.2750000000000004 -0.0033499999999999992 0.63397129186602885 8.7250000000000032 2.8150000000000004 1.3150000000000002 0.23665667933005238
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 -2
right_child=3 5 -4 4 -6 -7 -8
leaf_value=-0.0017590451554637897 -0.00066179787795631875 0.00023206795919721344 0.0077019887002640394 0.0047845557457569191 -0.00091810274117450129 0.0042397283253200564 -0.0045151135965965953
leaf_weight=32.334854856133461 230.9689879566431 1238.7706043720245 58.809984594583511 69.864493884146214 159.19523398578167 78.201482191681862 135.81220084056258
leaf_count=213 2096 7866 373 545 1284 565 1174
internal_value=0.00026174 0.000788434 0.00450177 -0.000975526 0.000947146 0.000499837 -0.00216961
internal_weight=2003.96 1408.12 91.1448 595.841 229.06 1316.97 366.781
internal_count=14116 9017 586 5099 1829 8431 3270
is_linear=0
shrinkage=0.0130895


Tree=1985
num_leaves=8
num_cat=0
split_feature=85 40 135 114 127 99 100
split_gain=11.6027 8.42241 9.20903 8.7801 4.3547 3.44428 3.38876
threshold=0.072307692307692267 4.745000000000001 -0.69449999999999978 0.45000000000000007 0.88200000000000012 0.73205128205128212 0.36500000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0046661978032756148 0.0037617939817078156 -0.0026823181894535066 -0.00019067626165495161 0.0060921587464868908 0.0027535791781646982 -0.003262947365740339 -0.0047695275570355878
leaf_weight=61.117458332329988 18.534572346135977 19.635348826646805 1146.9710704945028 68.942422747612 4.8844194356352082 11.215248128399251 120.5234648976475
leaf_count=588 175 125 11232 430 49 116 1401
internal_value=-2.15655e-05 0.000391664 9.08893e-05 0.00407311 -0.00329168 0.000960317 -0.00429683
internal_weight=1451.82 1296.67 1208.09 88.5778 155.158 29.7498 125.408
internal_count=14116 12375 11820 555 1741 291 1450
is_linear=0
shrinkage=0.0130895


Tree=1986
num_leaves=8
num_cat=0
split_feature=90 104 118 35 3 114 90
split_gain=5.98442 4.59777 6.36541 5.94776 4.29761 2.71906 2.68902
threshold=-0.32916666666666661 1.2735000000000001 2.1000000000000005 3.1150000000000007 1428.2332358572164 2.4500000000000006 -0.4499999999999999
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.0059285317235591821 0.0010976286074365251 -0.0027050708456546786 -0.0033481452568009593 0.0079491164927387448 -0.0066175564447233859 0.0022099726977227218 -0.002787399176788771
leaf_weight=4.0348006654530764 321.66612598579377 7.0632250513881472 56.411848731338978 20.217704040929675 31.444044511765242 2.1409259913489214 2.9983737897127858
leaf_count=142 10526 204 1595 497 981 62 109
internal_value=0.00029631 0.000807668 0.00036592 0.00520485 -0.00396654 -0.00568041 0.00275505
internal_weight=445.977 405.359 378.078 27.2809 40.6181 33.585 7.03317
internal_count=14116 12822 12121 701 1294 1043 251
is_linear=0
shrinkage=0.0130895


Tree=1987
num_leaves=8
num_cat=0
split_feature=4 0 35 145 27 37 98
split_gain=7.38444 7.6672 7.19168 7.09918 6.22382 4.60244 2.47145
threshold=1627.1140755449317 1458.2878506595262 3.9650000000000003 0.17305000000000001 0.56050000000000011 0.70765220975686816 0.6132478632478634
decision_type=2 2 2 2 2 2 2
left_child=2 6 4 -3 -1 -4 -2
right_child=1 3 5 -5 -6 -7 -8
leaf_value=0.00047023238268806159 0.0017536551649849923 -0.0041091179106411491 -0.0065718422621216582 0.0069879864910873044 -0.0033201425144301047 0.0010429800359642116 -0.0058158462566791731
leaf_weight=500.19299900345504 6.2448645550757638 5.018306139856576 40.716169488616288 53.36693723872304 76.990433871746063 15.276627993211148 8.9715585708618146
leaf_count=9495 124 107 1252 951 1505 497 185
internal_value=-7.73648e-05 0.00358633 -0.000551795 0.00557753 -8.27285e-05 -0.00464943 -0.00324187
internal_weight=706.778 73.6017 633.176 58.3852 577.183 55.9928 15.2164
internal_count=14116 1367 12749 1058 11000 1749 309
is_linear=0
shrinkage=0.0130895


Tree=1988
num_leaves=8
num_cat=0
split_feature=39 27 1 137 31 106 100
split_gain=10.6956 11.2575 7.17367 6.65788 6.60596 9.93019 5.83292
threshold=0.42976513239726083 0.52316666666666678 1567.040503351592 19.850000000000005 0.235533237685318 0.68150000000000011 1.1000000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.0017816454840361247 0.0040107269475861528 0.0023450491134122727 -0.00089940689940501731 0.001080955096473027 -0.0057250479601719502 9.6441729973062825e-05 0.0011049330529196979
leaf_weight=996.49313882738352 213.8776743710041 271.10663872584701 192.64572214707732 154.79828534275293 28.926816672086716 221.4403558075428 42.042002514004707
leaf_count=7694 870 1934 1227 1183 117 917 174
internal_value=-0.00017984 -0.000700474 0.00100663 -0.00139083 0.00146259 0.00206591 -0.00203835
internal_weight=2121.33 1615.04 463.752 1151.29 506.287 435.318 70.9688
internal_count=14116 12038 3161 8877 2078 1787 291
is_linear=0
shrinkage=0.0130895


Tree=1989
num_leaves=5
num_cat=0
split_feature=85 97 96 85
split_gain=12.2983 11.6416 17.3652 8.82457
threshold=-0.7533333333333333 2.5000000000000004 2.5000000000000004 0.039452054794520457
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.0088624611878550339 -0.00021363792950965585 -0.0010578955967825675 0.0030301439177156746 0.0016161773530248042
leaf_weight=17.033012788742781 745.05187413841486 1444.3528228066862 444.67349545657635 238.38845994323492
leaf_count=133 3582 7500 1785 1116
internal_value=-5.50502e-05 2.73724e-05 0.00101373 -0.000671846
internal_weight=2889.5 2872.47 1189.73 1682.74
internal_count=14116 13983 5367 8616
is_linear=0
shrinkage=0.0130895


Tree=1990
num_leaves=8
num_cat=0
split_feature=133 29 141 10 7 134 134
split_gain=8.27753 5.61658 6.54075 6.07186 4.90848 5.54321 2.06231
threshold=0.76400000000000012 3.4142857142857146 0.27050000000000007 1.0333333333333337 -30.446274747526328 0.16150000000000003 0.11250000000000002
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0048802778275941075 0.00022223231232693555 0.0012523283599307623 -0.0015136795052359989 -0.0045704636281283994 0.0080557376053144881 -0.00080293712608246054 0.0023713518199185309
leaf_weight=6.4566443841904384 79.607149962335825 361.28561074845493 232.18003587238491 92.569813223555684 35.219953658059239 14.263821948319672 3.7280905619263649
leaf_count=113 1571 6005 3752 1769 607 240 59
internal_value=-6.40172e-05 -0.000451222 0.000163124 -0.00246272 0.00426277 0.00579353 -0.00236522
internal_weight=825.311 765.643 593.466 172.177 59.6685 49.4838 10.1847
internal_count=14116 13097 9757 3340 1019 847 172
is_linear=0
shrinkage=0.0130895


Tree=1991
num_leaves=8
num_cat=0
split_feature=42 23 10 35 133 123 130
split_gain=5.26067 4.79575 5.09283 3.67613 1.74834 2.12269 0.561639
threshold=5.1350000000000007 3.6333333333333337 1.3785714285714288 3.0750000000000006 2.4720000000000004 1.6200000000000003 2.2110000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0014892952946858088 -0.0072295711626159404 -0.0007142432375859992 -0.0020044542031214876 0.0057313846455738348 -0.0013207110509535767 0.001643677452727538 0.0031996649226511201
leaf_weight=119.87195277586579 18.642068709246821 20.407269335351884 150.1226070644334 32.916237664408982 1.2490027537569393 1.7134226039051998 0.51170911965891708
leaf_count=5114 1620 741 5306 1065 105 121 44
internal_value=-0.000203833 0.000288617 -0.000455485 0.00353853 -0.00526924 -0.00618964 0.00159366
internal_weight=345.434 323.318 269.995 53.3235 22.1162 20.3555 1.76071
internal_count=14116 12226 10420 1806 1890 1741 149
is_linear=0
shrinkage=0.0130895


Tree=1992
num_leaves=8
num_cat=0
split_feature=36 26 85 30 130 51 5
split_gain=12.5051 13.5113 11.2989 9.91014 9.79719 8.03355 7.50567
threshold=5.2750000000000012 0.48816666666666669 -0.24520325203252033 0.15635629251700683 2.7640000000000007 1.0000000180025095e-35 1488.1063739193269
decision_type=2 2 2 2 2 2 2
left_child=2 3 6 -2 -4 -3 -1
right_child=1 5 4 -5 -6 -7 -8
leaf_value=0.0021504998159491734 0.00081011903791422069 0.0047326318412467512 -0.00032675410338664013 0.012705155881485729 0.0047202349345076243 -0.00033493187466150285 -0.0063259797350535309
leaf_weight=17.503092601895332 20.631103813648224 65.696700237691402 1572.1711424104869 24.514334738254547 58.890883773565292 180.3523438423872 73.167298626154661
leaf_count=169 114 399 11199 134 392 1012 697
internal_value=4.78816e-05 0.00250985 -0.000380452 0.00839065 -0.000117207 0.0011486 -0.00463915
internal_weight=2012.93 291.194 1721.73 45.1454 1631.06 246.049 90.6704
internal_count=14116 1659 12457 248 11591 1411 866
is_linear=0
shrinkage=0.0130895


Tree=1993
num_leaves=8
num_cat=0
split_feature=35 18 44 46 137 91 11
split_gain=7.49234 10.3949 12.4123 9.29727 9.50732 8.71221 5.26475
threshold=3.2750000000000004 1.0000000180025095e-35 8.6750000000000025 3.8650000000000007 13.250000000000002 0.18291666666666667 2.8166666666666669
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00012979898104700002 -0.0037193313737442311 -0.0015522968720548824 0.0031125930127468542 0.0068499315666606412 -0.0018414780519221468 0.0037275564780258723 0.004221571559748903
leaf_weight=1198.1214396208525 199.651859998703 235.78325710445642 152.52779232338071 68.109188795089722 24.905025236308575 117.8252043351531 7.3220897056162348
leaf_count=7623 1713 2108 1215 486 180 728 63
internal_value=0.0002584 -0.000962603 0.000311825 0.000777384 0.00456939 0.000477305 -0.00325888
internal_weight=2004.25 595.285 388.311 1408.96 93.0142 1315.95 206.974
internal_count=14116 5099 3323 9017 666 8351 1776
is_linear=0
shrinkage=0.0130895


Tree=1994
num_leaves=8
num_cat=0
split_feature=85 40 135 114 127 1 132
split_gain=11.3409 8.243 8.99674 8.58481 4.28246 3.95577 3.03492
threshold=0.072307692307692267 4.745000000000001 -0.69449999999999978 0.45000000000000007 0.88200000000000012 1591.9558519953259 2.2930000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0046041514221950028 0.0040018619393041265 -0.0026619340377852562 -0.00018937035957037392 0.0060144874000246738 -0.0048274517979661957 -0.0035079318656192973 0.0015595873518919701
leaf_weight=61.339412147179246 18.291320189833645 19.594989687204361 1146.8692174851894 69.197950892150402 115.33811417222023 11.47150883823633 9.5775279495865089
leaf_count=588 188 125 11232 430 1351 103 99
internal_value=-2.07317e-05 0.000387179 8.9359e-05 0.00402494 -0.00325903 0.000954478 -0.00425933
internal_weight=1451.68 1297 1208.21 88.7929 154.678 29.7628 124.916
internal_count=14116 12375 11820 555 1741 291 1450
is_linear=0
shrinkage=0.0130895


Tree=1995
num_leaves=8
num_cat=0
split_feature=85 4 121 38 144 111 79
split_gain=7.25617 7.49286 9.35793 5.89483 4.90824 4.7359 2.96189
threshold=-0.069468085106382929 1562.0820257905882 1.1055000000000004 0.26562533285341133 -0.00044999999999999993 7.3500000000000005 2.5152597294757348
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.0028290151042487505 0.0049336134877860658 0.0012535625989697579 0.00016536297485967593 -0.0050120445225905145 0.0012281814534306856 0.005962126176822645 -0.0064161264813454967
leaf_weight=14.491216049529614 107.28578751534224 42.520719591528177 178.93214027676731 44.892226126044989 7.0286760134622446 9.1061816522851569 41.831509131938219
leaf_count=498 3084 1465 5364 1712 274 300 1419
internal_value=0.00029316 0.00104414 0.00205767 -0.00214642 -0.00323995 0.00132178 -0.00529485
internal_weight=446.088 373.631 286.218 87.4129 72.4576 23.5974 48.8602
internal_count=14116 11625 8448 3177 2491 798 1693
is_linear=0
shrinkage=0.0130895


Tree=1996
num_leaves=8
num_cat=0
split_feature=4 118 35 27 143 37 37
split_gain=7.19484 7.24942 7.07147 6.09858 5.39981 4.88731 4.55461
threshold=1627.1140755449317 1.1000000000000003 3.9650000000000003 0.56050000000000011 -0.53549999999999998 0.37139475724226889 0.70765220975686816
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2 -4
right_child=1 4 6 -5 -6 -7 -8
leaf_value=0.00046331037797627347 -0.0053445199256551695 -0.0020139991160526231 -0.0065411434109540235 -0.0032931202962507549 0.0074535194708076217 0.0040601993413848054 0.001037371075203011
leaf_weight=500.45374909043312 15.288160458207132 8.311457457020877 40.452288734726608 76.746083538979292 43.918750884011388 6.3583034891635171 15.287080867215989
leaf_count=9495 313 161 1252 1505 776 117 497
internal_value=-7.83809e-05 0.00353131 -0.0005475 -8.31654e-05 0.00586623 -0.00217536 -0.0046194
internal_weight=706.816 73.8767 632.939 577.2 52.2302 21.6465 55.7394
internal_count=14116 1367 12749 11000 937 430 1749
is_linear=0
shrinkage=0.0130895


Tree=1997
num_leaves=8
num_cat=0
split_feature=39 27 85 31 106 100 135
split_gain=10.4583 10.999 8.27142 6.47701 9.69196 5.7366 5.23442
threshold=0.42976513239726083 0.52316666666666678 -0.016638655462184845 0.235533237685318 0.68150000000000011 1.1000000000000003 -0.070999999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.0024131127929130497 0.0039623603567881457 0.0041000414679805757 3.0093795730707676e-05 -0.0056813055797173065 9.6410490783131847e-05 0.0010939642569179073 -0.00061834861587994623
leaf_weight=476.51014196872711 214.13856595754623 102.22902061790228 361.86011374369264 28.880008116364479 221.44784995913506 42.057797342538834 673.6798795722425
leaf_count=3717 870 647 2514 117 917 174 5160
internal_value=-0.000177876 -0.000693008 0.00099339 0.00144568 0.00204268 -0.00202167 -0.00137612
internal_weight=2120.8 1614.28 464.089 506.524 435.586 70.9378 1150.19
internal_count=14116 12038 3161 2078 1787 291 8877
is_linear=0
shrinkage=0.0130895


Tree=1998
num_leaves=8
num_cat=0
split_feature=97 96 36 127 94 98 95
split_gain=10.9989 17.4301 11.1957 9.25411 8.08049 7.93143 7.48918
threshold=2.5000000000000004 2.5000000000000004 6.3750000000000009 2.1180000000000008 14.550000000000002 0.62202380952380965 -6.7499999999999973
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.00091009242451241669 0.00017791634886917009 0.0036370412754570584 0.0038846068297711833 -0.0017181077459919652 -0.0022809087890693683 -0.0050761543795592055 6.0453817676142397e-05
leaf_weight=665.69829105585814 77.157528281211853 388.63389526307583 85.376232460141182 58.217599160969257 280.1386499479413 123.01826969534159 1210.8761712834239
leaf_count=3322 350 1569 309 226 1964 573 5803
internal_value=-5.4924e-05 0.000900478 -0.000321712 0.00291728 -0.000732967 -0.00313786 -0.00039157
internal_weight=2889.12 1197.93 751.075 446.851 1691.19 200.176 1491.01
internal_count=14116 5426 3631 1795 8690 923 7767
is_linear=0
shrinkage=0.0130895


Tree=1999
num_leaves=8
num_cat=0
split_feature=133 130 85 150 5 80 126
split_gain=8.09944 7.05713 4.9811 4.81646 7.04954 5.1618 3.19504
threshold=0.76400000000000012 2.7070000000000003 0.04424010217113656 0.50468378703219485 1504.2796619741546 0.092914111934075616 2.3165000000000004
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.010003073351986826 0.00023041228904842191 -0.0071539028737063245 -0.0031689440111618214 -0.0048159051446655231 0.0052025899305404447 -0.00011705734358302249 0.0014581060012607186
leaf_weight=19.556607762351636 660.14688680693507 26.518216067925096 73.147864874452353 14.966940589249136 13.457902975380419 11.899973740801213 5.568206224590539
leaf_count=320 10879 521 1606 257 231 211 91
internal_value=-6.33777e-05 -0.000447056 -0.000146299 0.00420947 4.58556e-05 0.00706165 -0.00566796
internal_weight=825.263 765.381 733.295 59.8814 28.4248 31.4566 32.0864
internal_count=14116 13097 12485 1019 488 531 612
is_linear=0
shrinkage=0.0130895


Tree=2000
num_leaves=8
num_cat=0
split_feature=85 23 149 36 145 131 44
split_gain=5.24966 5.86669 4.54784 4.2465 3.58661 2.84248 2.51632
threshold=-0.22602006688963208 3.6333333333333337 0.50196630607383896 1.675 0.35055000000000008 0.95000000000000007 8.9350000000000005
decision_type=2 2 2 2 2 2 2
left_child=3 4 -3 5 -2 -1 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=-0.0011254560668738523 -0.002998152944141698 -0.0036287646401123742 0.0043932830753261798 0.0026126906530043615 3.4616766415781576e-05 0.010711430757159692 -0.0038558880900053175
leaf_weight=2.2120161745697242 134.67456349357963 7.466849870979785 45.279533704277128 18.839640043675903 123.81514901202172 6.8088518213480711 6.2502346439287058
leaf_count=60 5561 325 1655 635 5544 151 185
internal_value=-0.000200993 -0.000776614 0.00286437 0.00404603 -0.00159767 0.00873777 0.000367179
internal_weight=345.347 311.236 52.7464 34.1107 258.49 9.02087 25.0899
internal_count=14116 13085 1980 1031 11105 211 820
is_linear=0
shrinkage=0.0130895


Tree=2001
num_leaves=8
num_cat=0
split_feature=42 26 130 6 95 99 7
split_gain=12.4392 12.5929 8.41217 12.849 8.01758 7.47965 7.34765
threshold=4.8150000000000004 0.49788888888888888 2.7640000000000007 1490.4445169315575 -1.0000000180025095e-35 0.36931818181818182 -37.179425324466358
decision_type=2 2 2 2 2 2 2
left_child=2 4 6 -4 -2 -3 -1
right_child=1 5 3 -5 -6 -7 -8
leaf_value=0.0026630229201547147 -0.0021887394917266779 0.0051146380261426292 -0.0064653348821284706 0.0063896568494919452 0.0072752592914211165 -0.00017586691700649079 -0.00091886903902577588
leaf_weight=95.782825909554958 13.629301249980925 44.930318869650364 8.4294676780700666 52.206372611224651 85.027140110731125 274.5383624881506 1438.201888717711
leaf_count=988 80 246 55 360 469 1571 10347
internal_value=4.86706e-05 0.00203111 -0.00048045 0.00394715 0.0058876 0.000699294 -0.000679604
internal_weight=2012.75 418.125 1594.62 60.6358 98.6564 319.469 1533.98
internal_count=14116 2366 11750 415 549 1817 11335
is_linear=0
shrinkage=0.0130895


Tree=2002
num_leaves=8
num_cat=0
split_feature=35 18 44 46 144 11 11
split_gain=7.28191 10.1837 12.119 9.07209 9.43787 8.03577 5.19764
threshold=3.2750000000000004 1.0000000180025095e-35 8.6750000000000025 3.8650000000000007 -0.0033499999999999992 1.2583333333333335 2.8166666666666669
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 4 -1 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.0044144062396221408 -0.0036859193460186744 -0.0015343837487784013 0.0030734545103516045 -0.00014956051893590512 0.00015920594904291589 0.0073490804648034943 0.004197886708699982
leaf_weight=86.497811242938042 199.05079037323594 235.45760099217296 152.86148189008236 38.929282315075397 1229.9864091798663 54.392356470227242 7.3425152748823157
leaf_count=551 1713 2108 1215 281 7800 385 63
internal_value=0.000255069 -0.000949515 0.000310737 0.000766282 0.000469586 0.00450613 -0.0032265
internal_weight=2004.52 594.712 388.319 1409.81 1316.48 93.3216 206.393
internal_count=14116 5099 3323 9017 8351 666 1776
is_linear=0
shrinkage=0.0130895


Tree=2003
num_leaves=8
num_cat=0
split_feature=85 40 114 28 27 126 10
split_gain=11.0868 8.06476 8.39452 7.03939 4.22121 3.57898 1.68955
threshold=0.072307692307692267 4.745000000000001 0.45000000000000007 5.6833333333333345 0.60183333333333344 1.2110000000000001 1.8619047619047622
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.00041286911286687904 -0.00094124812084629954 -0.0026422431176862603 0.0059372868091683165 -0.002927619864631535 -0.0015155969054616316 -0.0053197643486893598 0.005301396251487716
leaf_weight=1098.4392557106912 54.549681982025504 19.55595675110817 69.452823340892792 109.8929672203958 4.6784169189631921 89.460874637588859 5.5226932000368834
leaf_count=10414 676 125 430 1406 50 971 44
internal_value=-2.00737e-05 0.000382633 0.00397664 8.77868e-05 -0.003227 -0.00382813 0.00296747
internal_weight=1451.55 1297.34 89.0088 1208.33 154.212 144.011 10.2011
internal_count=14116 12375 555 11820 1741 1647 94
is_linear=0
shrinkage=0.0130895


Tree=2004
num_leaves=8
num_cat=0
split_feature=27 38 7 85 9 22 149
split_gain=7.17235 11.1426 9.758 6.75763 6.63743 4.60825 3.64863
threshold=0.44527777777777783 0.2621301108055536 26.071839049624831 -0.064462279293739988 1.5523809523809526 0.41428571428571431 0.54150293202056043
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.011422648165673139 -0.0053978446673884116 0.0016661369756630184 -0.001110561151233981 0.0016623803476708073 -0.0022749515710243861 0.0030560142068943455 -0.0049512880594752371
leaf_weight=25.793209478259087 53.855211722664535 26.578502329997718 12.855281772091983 204.33636388834566 101.83085811883211 6.6918158819898954 14.278786248527465
leaf_count=646 1923 870 294 6356 3385 226 416
internal_value=0.000289281 0.00361756 0.00787643 -0.000508278 0.00032265 -0.00416588 -0.0011603
internal_weight=446.22 79.5058 38.6485 366.714 306.167 60.547 40.8573
internal_count=14116 2226 940 11890 9741 2149 1286
is_linear=0
shrinkage=0.0130895


Tree=2005
num_leaves=8
num_cat=0
split_feature=4 118 35 145 27 37 37
split_gain=7.03822 7.07047 6.95341 6.68239 5.97406 4.83655 4.50738
threshold=1627.1140755449317 1.1000000000000003 3.9650000000000003 0.17305000000000001 0.56050000000000011 0.37139475724226889 0.70765220975686816
decision_type=2 2 2 2 2 2 2
left_child=2 5 4 -3 -1 -2 -4
right_child=1 3 6 -5 -6 -7 -8
leaf_value=0.00045640266039791388 -0.0053217767093483963 -0.0038892788641370565 -0.0065105541858468431 0.0072196424325728439 -0.0032658540428724988 0.0040340718807137096 0.0010318932743227215
leaf_weight=500.71413323841989 15.212135231122376 4.6161755546927443 40.191626962274313 47.891315618529916 76.500951578840613 6.3832134120166293 15.297307287342845
leaf_count=9495 313 96 1252 841 1505 117 497
internal_value=-7.85542e-05 0.00348621 -0.000543241 0.00578177 -8.35786e-05 -0.00215814 -0.00458953
internal_weight=706.807 74.1028 632.704 52.5075 577.215 21.5953 55.4889
internal_count=14116 1367 12749 937 11000 430 1749
is_linear=0
shrinkage=0.0130895


Tree=2006
num_leaves=8
num_cat=0
split_feature=27 80 137 51 3 95 130
split_gain=10.2198 10.8449 9.15622 8.93688 8.01441 7.44368 7.40039
threshold=0.50472222222222241 0.086570052833251351 19.850000000000005 1.2850000000000004 1467.3017005555341 -2.2499999999999982 1.8165000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 6 5 -3 -4 -1 -2
right_child=1 3 4 -5 -6 -7 -8
leaf_value=5.9748774594033756e-05 0.0024676126348989668 -0.0046116695013597685 0.0052973975062091021 0.00075243850679382058 -0.00042853518695950584 -0.0022590463948415434 -0.00032526051533713414
leaf_weight=367.00118489935994 497.79695886746049 91.010799150913954 58.914640136063099 107.64162338525057 103.65626233071089 658.19841786846519 236.0271889064461
leaf_count=1958 2694 596 367 694 793 5443 1571
internal_value=-0.000176048 0.000844607 -0.000977686 -0.00180713 0.0018311 -0.00143632 0.00157692
internal_weight=2120.25 932.477 1187.77 198.652 162.571 1025.2 733.824
internal_count=14116 5555 8561 1290 1160 7401 4265
is_linear=0
shrinkage=0.0130895


Tree=2007
num_leaves=5
num_cat=0
split_feature=85 97 96 85
split_gain=12.1635 11.1228 16.554 8.68948
threshold=-0.7533333333333333 2.5000000000000004 2.5000000000000004 0.56333333333333335
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.0088315821948463814 -0.00020862117207129434 -0.00077376245128364283 0.002957273827985306 0.0066234129744253654
leaf_weight=16.925480030477047 744.72157892584801 1663.6527927368879 445.35718974471092 17.859397210180759
leaf_count=133 3582 8546 1785 70
internal_value=-5.48879e-05 2.69448e-05 0.000990729 -0.000656969
internal_weight=2888.52 2871.59 1190.08 1681.51
internal_count=14116 13983 5367 8616
is_linear=0
shrinkage=0.0130895


Tree=2008
num_leaves=8
num_cat=0
split_feature=133 130 127 7 134 126 134
split_gain=7.95984 6.95531 4.90624 4.77248 5.40284 3.1707 2.04622
threshold=0.76400000000000012 2.7070000000000003 1.6835000000000002 -30.446274747526328 0.16150000000000003 2.3165000000000004 0.11250000000000002
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 -1
right_child=1 5 -4 4 -6 -7 -8
leaf_value=-0.0048684927214425163 -0.00076133715362618041 -0.0071252372834302892 0.0016634031215066872 0.0078910860932997068 -0.0008219834182198679 0.0014540092691138799 0.0023563239147370049
leaf_weight=6.4334401134401542 551.16262081079185 26.340708481147889 182.05852055922151 35.571797223761678 14.300686327740548 5.5724959354847661 3.7410612739622593
leaf_count=113 9280 521 3205 607 240 91 59
internal_value=-6.22978e-05 -0.000443193 -0.000145165 0.00416808 0.00566983 -0.00563759 -0.00235986
internal_weight=825.181 765.134 733.221 60.047 49.8725 31.9132 10.1745
internal_count=14116 13097 12485 1019 847 612 172
is_linear=0
shrinkage=0.0130895


Tree=2009
num_leaves=8
num_cat=0
split_feature=85 23 104 149 98 145 126
split_gain=5.17326 5.82279 4.00812 3.74867 3.69897 3.5651 2.32469
threshold=-0.28713735558408215 3.6333333333333337 0.87350000000000005 0.50196630607383896 0.64495798319327746 0.32645000000000007 1.6460000000000001
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=0.011476536762048097 -0.0022266746074114975 -0.0030378638217725814 0.001664936434750548 0.0042492622435752088 -0.0035949084229891085 -0.00047083116439653312 0.0034291656489494563
leaf_weight=5.1803609542548674 219.17518785130233 7.7793760308995834 48.830224482808262 46.563690860755742 7.3505903389304859 4.9327642368152738 5.3993934476748109
leaf_count=139 9248 334 2172 1685 252 148 138
internal_value=-0.000196498 -0.000680514 -0.00148364 0.00289924 0.00477397 0.00829605 -0.000421864
internal_weight=345.212 322.348 268.005 54.3431 22.8631 10.1131 12.75
internal_count=14116 13439 11420 2019 677 287 390
is_linear=0
shrinkage=0.0130895


Tree=2010
num_leaves=8
num_cat=0
split_feature=42 26 85 95 131 99 28
split_gain=12.21 12.2632 10.4002 7.84055 7.38692 7.33036 6.75095
threshold=4.8150000000000004 0.49788888888888888 -0.24520325203252033 -1.0000000180025095e-35 1.1550000000000002 0.36931818181818182 5.5277777777777786
decision_type=2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 -3 -4
right_child=1 5 6 -5 -6 -7 -8
leaf_value=-0.0079216148132194818 -0.0021768515788744172 0.0050620954620083976 -0.00052553638472189383 0.0071783285125185201 -0.00050690590671968044 -0.00017098812516655682 0.0021661008713677885
leaf_weight=43.201452452689409 13.612237736582754 45.044955775141716 1336.3965315334499 85.36804722994566 43.199790589511395 274.46398320049047 171.33074926957488
leaf_count=414 80 246 9757 469 423 1571 1156
internal_value=4.92468e-05 0.00201226 -0.000475302 0.00581096 -0.00464675 0.000696478 -0.000207562
internal_weight=2012.62 418.489 1594.13 98.9803 86.4012 319.509 1507.73
internal_count=14116 2366 11750 549 837 1817 10913
is_linear=0
shrinkage=0.0130895


Tree=2011
num_leaves=8
num_cat=0
split_feature=35 18 44 46 137 144 78
split_gain=7.06998 9.98275 11.8337 8.86375 9.23457 9.21118 5.12683
threshold=3.2750000000000004 1.0000000180025095e-35 8.6750000000000025 3.8650000000000007 13.250000000000002 -0.0033499999999999992 2.8166666666666669
decision_type=2 2 2 2 2 2 2
left_child=3 6 -3 5 -5 -1 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0043535382733645321 -0.0036522403396108526 -0.0015153370609863907 0.0030365817526393194 0.0066831558266664598 -0.0018589284570813161 0.00015512258037933018 0.0041710843716994319
leaf_weight=86.76093877106905 198.44846500456333 235.1135768070817 153.17717675119638 68.666472665965557 24.946132451295853 1230.2665814384818 7.3658177554607382
leaf_count=551 1713 2108 1215 486 180 7800 63
internal_value=0.000252281 -0.000935529 0.000311141 0.000755566 0.00444668 0.000462053 -0.00319403
internal_weight=2004.75 594.105 388.291 1410.64 93.6126 1317.03 205.814
internal_count=14116 5099 3323 9017 666 8351 1776
is_linear=0
shrinkage=0.0130895


Tree=2012
num_leaves=8
num_cat=0
split_feature=85 40 135 114 27 135 10
split_gain=10.8728 7.88646 8.78656 8.20664 4.17233 3.73524 1.67366
threshold=0.072307692307692267 4.745000000000001 -0.69449999999999978 0.45000000000000007 0.60183333333333344 0.6110000000000001 1.8619047619047622
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.0045404378068146997 -0.0042916977476473049 -0.002622759125687144 -0.00018963321889343848 0.0058598484680143876 -0.0015103704306367461 0.0029951884842486175 0.0052730078854841093
leaf_weight=61.567294167354703 137.31292050518095 19.517529398202896 1146.8662819415331 69.710350200533867 4.6726348493248206 6.2995565030723801 5.5428918711841106
leaf_count=588 1579 125 11232 430 50 68 44
internal_value=-2.02414e-05 0.000378055 8.62182e-05 0.00392789 -0.00320025 -0.00379985 0.00295311
internal_weight=1451.49 1297.66 1208.43 89.2279 153.828 143.612 10.2155
internal_count=14116 12375 11820 555 1741 1647 94
is_linear=0
shrinkage=0.0130895


Tree=2013
num_leaves=8
num_cat=0
split_feature=27 35 2 117 98 104 98
split_gain=7.02217 9.9889 6.51684 5.27461 6.45145 5.37312 4.83891
threshold=0.44527777777777783 3.1650000000000005 123.76314141667217 0.87500000000000011 0.62828947368421062 1.3675000000000004 0.74456521739130443
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.0020827460496770623 -0.001537693357799276 0.010505395062959342 0.00022639877962589674 -0.0019461160274110499 0.0068381421785698882 0.0047120924800575338 -0.0056876123534753227
leaf_weight=25.444421708583832 307.73933411948383 25.501153470017016 15.701031241565941 18.705732733011246 24.185007293708622 15.926100829616187 13.094687967561184
leaf_count=774 10183 637 366 520 768 419 449
internal_value=0.000286913 0.00357485 0.0073897 -0.000503397 0.00335998 -0.00109971 -0.00117923
internal_weight=446.297 79.7413 41.2022 366.556 42.8907 323.665 38.5391
internal_count=14116 2226 1003 11890 1288 10602 1223
is_linear=0
shrinkage=0.0130895


Tree=2014
num_leaves=8
num_cat=0
split_feature=4 0 35 27 143 37 98
split_gain=6.87903 7.32584 6.8313 5.8571 5.45264 4.46481 2.44792
threshold=1627.1140755449317 1458.2878506595262 3.9650000000000003 0.56050000000000011 -0.33549999999999996 0.70765220975686816 0.6132478632478634
decision_type=2 2 2 2 2 2 2
left_child=2 6 3 -1 -3 -4 -2
right_child=1 4 5 -5 -6 -7 -8
leaf_value=0.00044979480251315505 0.0017387026694616723 -0.0011816407839035066 -0.0064793856445556595 -0.0032399485396110653 0.007248200026211564 0.0010303663226320496 -0.0057982646987074279
leaf_weight=500.96553846076131 6.260734722018241 13.999890184029935 39.928639021702111 76.269453335553408 45.151575446128845 15.300126690417526 8.9232520926743728
leaf_count=9495 124 262 1252 1505 796 497 185
internal_value=-7.87289e-05 0.00344 -0.000538843 -8.40409e-05 0.00536946 -0.00455827 -0.00323019
internal_weight=706.799 74.3355 632.464 577.235 59.1515 55.2288 15.184
internal_count=14116 1367 12749 11000 1058 1749 309
is_linear=0
shrinkage=0.0130895


Tree=2015
num_leaves=8
num_cat=0
split_feature=40 27 137 106 3 123 79
split_gain=10.1622 9.11875 6.93193 6.88486 9.19513 7.50231 6.8384
threshold=3.6450000000000005 0.52316666666666678 19.850000000000005 0.68150000000000011 1509.6546832806141 1.7670000000000001 2.6464528916198518
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=-0.0016333083905201926 0.0017131385575006942 -0.0010668323447399863 0.0012100630437298517 -0.0019435667513064583 0.0035667852166912967 0.0074675968424689808 0.0020139550083996117
leaf_weight=1037.7256295718253 158.26556232571602 192.09406552091241 163.51006978750229 140.34800712764263 69.383024618029594 45.944921299815178 312.47695569880307
leaf_count=7883 643 1303 1220 566 286 176 2039
internal_value=-0.000174607 -0.000622206 -0.00123956 0.00164141 -4.21885e-05 0.00329267 0.000843112
internal_weight=2119.75 1705.81 1201.24 413.942 209.731 204.21 504.571
internal_count=14116 12445 9103 1671 852 819 3342
is_linear=0
shrinkage=0.0130895


Tree=2016
num_leaves=7
num_cat=0
split_feature=34 85 35 56 6 14
split_gain=12.2383 10.8637 9.34543 6.54349 5.54241 4.11344
threshold=3.2350000000000008 -0.7533333333333333 6.3450000000000006 1.6950000000000001 1513.3937825165324 0.36666666666666675
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=-0.0084908491570475312 0.0022887307922192061 7.2617262140746745e-05 0.0048093168045071849 0.003036605681968643 -0.0030855068952737258 -0.0069701843212321988
leaf_weight=14.989901602268217 4.5382119640707961 2656.517755612731 63.468800097703934 30.288192845880985 60.324254892766476 67.122367389500141
leaf_count=110 47 12317 237 264 559 646
internal_value=-9.05145e-05 0.000122127 0.000200149 -0.00347575 -0.000941774 -0.00617757
internal_weight=2897.25 2734.98 2719.99 162.273 90.6124 71.6606
internal_count=14180 12664 12554 1516 823 693
is_linear=0
shrinkage=0.0130895


Tree=2017
num_leaves=8
num_cat=0
split_feature=40 2 93 39 22 132 4
split_gain=6.22708 6.59738 8.13641 5.71815 4.02385 2.40105 2.36458
threshold=4.245000000000001 -27.5957337725232 11.400000000000002 0.41924239089496967 0.33166666666666672 2.4720000000000004 1574.709031446858
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=-0.0014620147716308675 -0.0070527023491778421 -0.0013826667265647017 0.0028412700202895265 0.0044207184239332415 -0.0028653301842262975 0.0011984909266316375 0.0051021576397675987
leaf_weight=107.01314065977931 33.723825722932816 445.09289598837495 209.64020796865225 21.544820951297879 3.018516667187213 4.0018693245947352 4.6244191937148571
leaf_count=1795 688 7958 3166 347 58 85 83
internal_value=-0.000347249 -4.70797e-05 0.00138674 -0.00102863 -0.00459455 -0.00611035 0.00211408
internal_weight=828.66 783.291 316.653 466.638 45.3686 37.7257 7.64294
internal_count=14180 13266 4961 8305 914 773 141
is_linear=0
shrinkage=0.0130895


Tree=2018
num_leaves=8
num_cat=0
split_feature=145 77 29 26 37 46 34
split_gain=5.82806 16.0347 7.21268 6.148 6.44919 4.47504 3.05033
threshold=0.19225000000000003 1.0333333333333337 4.7638888888888902 0.50788888888888895 0.54358014385617659 3.8450000000000002 3.7250000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.0066168992123257836 -0.0031639100704136838 0.0092542134194899504 0.00062974750157036938 0.0035224511125744192 -0.0041290807337856974 0.00182104979496236 0.0023554170567339533
leaf_weight=19.801727585494522 140.80752067221329 36.338588805869222 28.34135159291327 72.197928129695356 15.557111841160802 31.839627425651997 2.9176606256514779
leaf_count=1005 5780 1376 811 2890 1117 1127 74
internal_value=0.000192412 0.00293513 0.00605934 -0.000801767 0.00188544 -0.00219578 -0.00510002
internal_weight=347.802 87.3993 64.6799 260.402 87.755 172.647 22.7194
internal_count=14180 3266 2187 10914 4007 6907 1079
is_linear=0
shrinkage=0.0130895


Tree=2019
num_leaves=7
num_cat=0
split_feature=130 85 145 84 4 85
split_gain=10.6705 8.46339 8.14216 8.66964 7.96483 7.56585
threshold=2.7640000000000007 -0.5116666666666666 0.26185000000000008 0.029605263157894701 1495.5843271745141 0.053665973665973608
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3
right_child=2 5 4 -5 -6 -7
leaf_value=-0.0070139058419149188 0.0042941698053686125 -0.00016917212253096263 -0.0010636962539566292 -0.0049275190969261702 0.010131029618608971 0.0021177577895106869
leaf_weight=18.559664472937584 31.060070410370827 1618.909106541425 11.974512547254561 20.639079622924328 36.176861237734556 282.54833848774433
leaf_count=203 198 11599 82 129 233 1736
internal_value=0.000302031 7.4759e-05 0.00427204 0.000412816 0.00763993 0.000179845
internal_weight=2019.87 1920.02 99.8505 51.6992 48.1514 1901.46
internal_count=14180 13538 642 327 315 13335
is_linear=0
shrinkage=0.0130895


Tree=2020
num_leaves=8
num_cat=0
split_feature=78 148 1 134 149 22 22
split_gain=6.67683 6.44249 5.78614 5.96394 3.7164 3.66714 0.973512
threshold=2.8166666666666669 0.2584919656573666 1378.7769200222854 -0.68749999999999989 0.57888813010597684 0.41428571428571431 0.30785714285714288
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.0039993266460309268 -0.003677060683830868 0.0014917698217238415 0.0031446947873231372 -0.00017117117895809356 0.0037068931838192569 0.0018475828355438394 0.011004457870052088
leaf_weight=89.564180593937635 13.116034146398308 5.9573618397116652 88.159638457000256 1775.9629154875875 13.856914542615412 16.416971296072006 9.3134978041052801
leaf_count=686 109 45 649 12399 110 117 65
internal_value=-5.35261e-05 0.00457115 -0.000175004 1.3966e-06 9.31318e-05 -0.0030133 0.00933715
internal_weight=2012.35 42.2438 1970.1 1864.12 26.9729 105.981 15.2709
internal_count=14180 329 13851 13048 219 803 110
is_linear=0
shrinkage=0.0130895


Tree=2021
num_leaves=8
num_cat=0
split_feature=2 52 103 38 91 4 26
split_gain=8.11804 8.30713 13.5625 7.74801 6.73522 5.15665 2.73167
threshold=-242.28734360729558 2.4450000000000007 1.1085000000000003 0.27126468586008906 0.35791666666666672 1606.2559397825216 0.49845238095238092
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -3 -1 -5
right_child=1 4 -4 6 -6 -7 -8
leaf_value=0.0008679204815251752 -0.00013474104669882177 -0.0012712451806713182 0.0038800323018159024 -0.0053178393673713959 0.0065135921054421926 0.0092411351392939541 0.002231736131986723
leaf_weight=21.484988905489445 533.72051455639303 660.47941450402141 187.32707134261727 9.4860206171870249 9.9114254750311357 30.851873371750116 6.9151140525937072
leaf_count=140 5040 6949 1641 69 92 196 53
internal_value=0.000208674 -2.23792e-05 0.000946635 0.00430087 -0.00106323 0.00648744 -0.00249237
internal_weight=1460.18 1391.44 721.048 68.738 670.391 52.3369 16.4011
internal_count=14180 13722 6681 458 7041 336 122
is_linear=0
shrinkage=0.0130895


Tree=2022
num_leaves=8
num_cat=0
split_feature=99 123 148 135 139 38 51
split_gain=6.72568 7.53667 6.5915 9.46413 8.17131 4.90029 3.06167
threshold=0.65301003344481623 1.7945000000000002 0.24423393900191323 0.16900000000000004 1.0000000180025095e-35 0.26562533285341133 1.175
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1 -3
right_child=2 6 4 -5 -6 -7 -8
leaf_value=0.004374203786495395 0.0045016010658752055 -0.0065382983784184386 -0.0045394504277658908 -0.0044838448814302559 0.0018940797997957302 0.00014784378358512483 0.0010509541194082235
leaf_weight=91.177830010652542 47.944961962290108 16.491822402924303 132.59333565272391 21.478472344577312 38.230048010125756 89.21632651053369 10.243193583562968
leaf_count=2475 1424 520 4593 662 1284 2866 356
internal_value=-0.000285408 0.00140742 -0.00174282 0.00150938 -0.0030748 0.0024002 -0.00413155
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Tree=2023
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internal_weight=709.813 589.014 47.7819 541.232 120.799 89.2049 31.594
internal_count=14180 11699 848 10851 2481 1853 628
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Tree=2024
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decision_type=2 2 2 2 2 2 2
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internal_weight=2132.17 1857.87 1539.73 274.305 262.413 318.14 11.891
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is_linear=0
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Tree=2025
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decision_type=2 2 2 2 2 2
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internal_weight=2896.72 2582 2566.22 314.719 248.824 65.8953
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is_linear=0
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Tree=2026
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decision_type=2 2 2 2 2 2 2
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internal_weight=828.371 783.222 85.8392 697.382 45.1496 37.4973 7.65229
internal_count=14180 13266 1492 11774 914 773 141
is_linear=0
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Tree=2027
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.813 87.6105 65.0092 260.202 231.557 22.6013 28.645
internal_count=14180 3266 2187 10914 9937 1079 977
is_linear=0
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Tree=2028
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decision_type=2 2 2 2 2 2
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internal_weight=2020.25 1920.16 100.085 51.7077 48.3774 1901.7
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is_linear=0
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Tree=2029
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decision_type=2 2 2 2 2 2 2
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internal_weight=2012.14 215.751 109.706 106.045 1796.39 41.1811 1755.21
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is_linear=0
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Tree=2030
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internal_weight=1460.23 1437.12 1314.51 122.612 23.1038 18.1754
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is_linear=0
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Tree=2031
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decision_type=2 2 2 2 2 2 2
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internal_weight=447.274 207.413 239.861 58.5683 181.292 180.771 26.6425
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is_linear=0
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Tree=2032
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decision_type=2 2 2 2 2 2 2
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internal_weight=710.027 237.078 71.4542 165.624 472.949 154.269 318.679
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is_linear=0
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Tree=2033
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=2034
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Tree=2035
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decision_type=2 2 2 2 2 2 2
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Tree=2036
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Tree=2037
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decision_type=2 2 2 2 2 2 2
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Tree=2038
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is_linear=0
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Tree=2039
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is_linear=0
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Tree=2040
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Tree=2041
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internal_weight=710.241 236.757 207.101 29.6561 473.484 319.365 154.118
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is_linear=0
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Tree=2042
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decision_type=2 2 2 2 2 2 2
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internal_weight=2130.61 1881.69 1397.17 248.921 484.522 76.4493 172.471
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is_linear=0
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Tree=2043
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decision_type=2 2 2 2 2 2
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internal_weight=2895.93 2735.03 2720.29 160.901 90.1932 70.7074
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is_linear=0
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Tree=2044
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decision_type=2 2 2 2 2 2 2
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internal_weight=827.811 783.078 86.4003 696.678 44.7332 37.1026 7.63061
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is_linear=0
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Tree=2045
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split_gain=5.46813 6.15307 7.82659 5.10506 7.11692 4.75753 4.22699
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.884 287.615 33.4341 60.269 23.5278 254.181 36.7411
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is_linear=0
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Tree=2046
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split_gain=9.05363 9.36655 10.8857 7.67565 7.1785 6.83363 4.0609
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decision_type=2 2 2 2 2 2 2
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internal_weight=2020.93 1716.26 250.197 1466.06 304.672 258.905 45.7668
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Tree=2047
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split_gain=6.36678 12.1221 6.0164 11.7638 6.04698 4.31751 1.87993
threshold=2.8166666666666669 7.9500000000000011 14.550000000000002 2.1055000000000006 1.3540000000000003 1.9750000000000003 1.175
decision_type=2 2 2 2 2 2 2
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internal_weight=2011.71 42.5327 1969.17 878.695 1090.48 21.0225 21.5103
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Tree=2048
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split_gain=7.34151 6.23422 7.16548 6.70374 5.40467 8.07758 3.25827
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decision_type=2 2 2 2 2 2 2
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internal_weight=1460.7 1353.74 1220.76 132.981 106.96 90.4764 16.4841
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is_linear=0
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Tree=2049
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decision_type=2 2 2 2 2 2 2
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internal_weight=447.005 207.918 181.462 239.087 58.7785 180.308 26.4561
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is_linear=0
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Tree=2050
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decision_type=2 2 2 2
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internal_weight=710.413 698.051 664.932 33.1187
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is_linear=0
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Tree=2051
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=2052
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decision_type=2 2 2 2
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internal_weight=2899.09 2881.92 2739.09 142.836
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is_linear=0
shrinkage=0.0130895


Tree=2053
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Tree=2054
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decision_type=2 2 2 2 2 2
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Tree=2055
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decision_type=2 2 2 2 2 2 2
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Tree=2056
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is_linear=0
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Tree=2057
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Tree=2058
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internal_weight=447.232 419.717 102.566 317.151 27.5156 24.8914 2.62418
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Tree=2059
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Tree=2060
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Tree=2061
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internal_weight=2899.04 2873.3 2781.2 92.1033
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Tree=2062
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Tree=2063
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decision_type=2 2 2 2 2 2 2
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Tree=2064
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Tree=2065
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decision_type=2 2 2 2 2 2 2
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Tree=2066
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Tree=2067
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internal_weight=447.442 420.045 102.879 317.166 27.3973 24.7676 2.62979
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Tree=2068
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Tree=2069
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Tree=2070
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Tree=2071
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Tree=2072
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Tree=2073
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Tree=2074
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Tree=2075
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Tree=2076
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Tree=2077
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internal_weight=709.126 674.419 356.557 317.862 34.7072 30.49 4.2172
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Tree=2078
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internal_weight=2119.78 1906.89 1171.48 212.899 735.404 77.0111 135.888
internal_count=14165 12975 8015 1190 4960 416 774
is_linear=0
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Tree=2079
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decision_type=2 2 2 2
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leaf_weight=32.575472168624401 25.758301548659801 137.41925310343504 2644.151864182204 59.108200810849667
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internal_weight=2899.01 2873.25 2781.57 91.6837
internal_count=14165 14069 13462 607
is_linear=0
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Tree=2080
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split_gain=8.33018 5.88426 8.51459 6.23038 3.86607 2.27342 1.14831
threshold=0.95450000000000013 1.0000000180025095e-35 1.2750000000000001 0.2078564999357079 0.54358014385617659 0.28059477963200691 1544.8436762414428
decision_type=2 2 2 2 2 2 2
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internal_weight=825.72 778.11 105.79 672.319 47.6104 42.0009 5.60959
internal_count=14165 13362 1850 11512 803 692 111
is_linear=0
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Tree=2081
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decision_type=2 2 2 2 2 2 2
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internal_weight=345.374 270.586 261.768 74.7883 8.8183 59.4533 15.3349
internal_count=14165 11496 11182 2669 314 2147 522
is_linear=0
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Tree=2082
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split_gain=11.5269 10.5556 9.03694 8.4635 7.42769 6.7661 4.71825
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decision_type=2 2 2 2 2 2 2
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internal_weight=2020.76 120.287 1900.47 1677.36 223.115 101.676 18.6105
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is_linear=0
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Tree=2083
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threshold=0.14541666666666667 2.3245000000000005 0.39230769230769236 1.0715000000000001 6.6833333333333345 3.1547619047619051 1.5166666666666668
decision_type=2 2 2 2 2 2 2
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internal_weight=2008.12 1787.41 68.3849 220.716 1719.02 133.257 87.4589
internal_count=14165 12670 623 1495 12047 880 615
is_linear=0
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Tree=2084
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decision_type=2 2 2 2 2 2 2
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internal_weight=1455.14 1360.97 1326.18 94.1692 84.1965 34.7942 9.97276
internal_count=14165 12797 12272 1368 1152 525 216
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Tree=2085
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split_gain=5.3892 10.8455 8.28066 6.092 5.69595 5.48757 3.77086
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decision_type=2 2 2 2 2 2 2
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leaf_count=2089 2512 1068 67 4953 1057 458 1961
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internal_weight=447.841 261.181 41.3039 219.877 186.661 46.1726 140.488
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is_linear=0
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Tree=2086
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split_gain=6.32882 8.0198 8.78959 6.0601 6.60975 5.26269 2.49287
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decision_type=2 2 2 2 2 2 2
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internal_weight=709.195 404.742 364.543 304.453 129.279 175.174 40.1984
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is_linear=0
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Tree=2087
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split_gain=8.75751 7.96023 8.58282 8.38218 7.38845 6.54051 5.21675
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decision_type=2 2 2 2 2 2 2
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internal_weight=2119.39 1906.34 1170.63 735.704 213.049 135.907 77.1427
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is_linear=0
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Tree=2088
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decision_type=2 2 2 2 2 2 2
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internal_weight=2910.42 2757.59 1383.62 1373.97 152.836 86.3998 66.4357
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is_linear=0
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Tree=2089
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decision_type=2 2 2 2 2 2
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internal_weight=831.503 741.502 65.9712 675.531 90.0007 86.135
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is_linear=0
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Tree=2090
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decision_type=2 2 2 2 2 2 2
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internal_weight=348.91 80.6052 53.0807 268.305 180.355 87.9504 27.5245
internal_count=14250 2569 1604 11681 8285 3396 965
is_linear=0
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Tree=2091
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decision_type=2 2 2 2 2 2 2
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internal_count=14250 1701 1042 659 12549 10951 1598
is_linear=0
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Tree=2092
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=2093
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internal_weight=1468.87 426.583 1042.29 53.9999 41.2492 1001.04 372.583
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is_linear=0
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Tree=2094
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internal_weight=449.793 280.251 83.3684 169.542 25.8468 196.883 143.695
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is_linear=0
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Tree=2095
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Tree=2097
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Tree=2098
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internal_weight=831.758 742.008 50.258 691.75 89.7494 85.8675
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is_linear=0
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Tree=2099
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decision_type=2 2 2 2 2 2 2
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internal_weight=349.095 80.8915 268.204 249.859 53.3982 18.3446 27.4933
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is_linear=0
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Tree=2100
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decision_type=2 2 2 2 2 2 2
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internal_weight=2028.45 1925.83 1794.92 102.621 39.399 63.2217 130.913
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Tree=2101
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decision_type=2 2 2 2 2 2 2
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internal_weight=2022.13 571.879 407.154 164.725 1450.25 528.717 921.537
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Tree=2102
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decision_type=2 2 2 2 2 2 2
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internal_weight=1468.82 426.011 1042.81 41.4587 54.1227 371.889 1001.35
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Tree=2103
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decision_type=2 2 2 2 2 2 2
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internal_weight=449.715 280.507 66.6129 213.894 169.208 35.547 133.661
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Tree=2104
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decision_type=2 2 2 2 2 2 2
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internal_weight=716.212 120.038 97.9486 596.174 575.432 20.7412 22.0894
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Tree=2105
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=2106
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Tree=2107
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internal_weight=831.906 742.413 66.4131 676 89.4924 85.5942
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is_linear=0
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Tree=2108
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decision_type=2 2 2 2 2 2 2
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Tree=2109
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decision_type=2 2 2 2 2 2 2
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Tree=2110
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Tree=2111
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Tree=2112
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Tree=2113
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Tree=2117
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internal_weight=2026.56 299.953 184.116 115.837 1726.6 1596.58 130.023
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decision_type=2 2 2 2 2 2 2
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Tree=2121
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Tree=2122
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Tree=2123
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Tree=2124
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Tree=2125
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Tree=2126
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Tree=2127
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Tree=2128
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Tree=2129
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Tree=2130
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Tree=2131
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Tree=2133
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Tree=2134
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Tree=2135
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Tree=2136
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Tree=2137
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Tree=2138
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Tree=2139
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Tree=2140
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Tree=2141
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Tree=2142
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Tree=2143
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Tree=2144
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Tree=2145
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Tree=2146
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Tree=2147
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Tree=2148
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Tree=2149
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Tree=2152
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Tree=2153
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Tree=2154
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Tree=2155
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Tree=2156
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Tree=2157
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Tree=2158
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Tree=2159
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Tree=2161
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Tree=2162
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Tree=2164
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Tree=2167
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Tree=2172
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Tree=2173
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Tree=2174
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Tree=2175
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Tree=2176
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Tree=2177
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Tree=2178
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Tree=2179
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Tree=2180
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Tree=2181
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Tree=2182
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Tree=2183
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Tree=2184
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Tree=2185
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Tree=2186
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Tree=2188
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Tree=2189
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Tree=2190
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Tree=2191
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decision_type=2 2 2 2 2 2 2
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Tree=2192
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decision_type=2 2 2 2 2 2 2
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internal_weight=1463.14 235.193 128.541 1227.94 1206.64 106.652 21.3047
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Tree=2193
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Tree=2194
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Tree=2195
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Tree=2196
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Tree=2197
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Tree=2198
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Tree=2199
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Tree=2200
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Tree=2201
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Tree=2202
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Tree=2203
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Tree=2204
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Tree=2207
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Tree=2208
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Tree=2209
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Tree=2210
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Tree=2211
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Tree=2212
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Tree=2213
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Tree=2214
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Tree=2215
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Tree=2216
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Tree=2217
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Tree=2218
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Tree=2220
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Tree=2221
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Tree=2222
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internal_weight=2113.13 2045.66 817.211 1228.45 67.4687 34.2839 33.1848
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Tree=2223
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split_gain=12.4796 11.4739 8.26189 6.85821 6.41261 5.30872 5.27187
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decision_type=2 2 2 2 2 2 2
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internal_weight=2879.65 2359.52 2131.37 520.124 323.829 228.158 196.295
internal_count=14125 11297 9717 2828 1808 1580 1020
is_linear=0
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Tree=2224
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decision_type=2 2 2 2 2 2 2
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internal_weight=824.807 451.297 376.971 373.51 240.24 133.271 74.3262
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is_linear=0
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Tree=2225
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decision_type=2 2 2 2 2 2 2
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internal_weight=347.001 87.9409 259.06 170.47 25.2008 88.5895 62.7401
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is_linear=0
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Tree=2226
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decision_type=2 2 2 2 2
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internal_weight=2009.7 1987.1 1904.09 83.0078 22.6
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Tree=2227
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decision_type=2 2 2 2 2 2 2
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internal_weight=2006.67 1580.51 144.939 426.16 253.71 1435.57 172.45
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is_linear=0
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Tree=2228
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decision_type=2 2 2 2 2 2 2
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internal_weight=1451.38 901.176 453.792 447.383 550.204 60.238 489.966
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Tree=2229
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decision_type=2 2 2 2 2 2 2
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internal_weight=444.038 65.7191 43.5513 378.319 371.312 22.1678 7.00638
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is_linear=0
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Tree=2230
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decision_type=2 2 2 2 2 2 2
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internal_weight=707.931 80.1896 24.7511 627.741 253.427 374.314 55.4385
internal_count=14125 2008 626 12117 4744 7373 1382
is_linear=0
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Tree=2231
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decision_type=2 2 2 2 2 2 2
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internal_weight=2113.1 2052.93 1988.94 60.1737 12.7064 47.4673 63.9916
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is_linear=0
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Tree=2232
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Tree=2233
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internal_weight=827.334 809.517 209.384 600.133 17.8173
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Tree=2234
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Tree=2235
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decision_type=2 2 2 2 2 2 2
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Tree=2236
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decision_type=2 2 2 2 2 2 2
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is_linear=0
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Tree=2237
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is_linear=0
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Tree=2238
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is_linear=0
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Tree=2239
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Tree=2240
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=2888.78 2871.72 1182.77 1688.95
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Tree=2242
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decision_type=2 2 2 2 2 2 2
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Tree=2243
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decision_type=2 2 2 2 2 2 2
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Tree=2244
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decision_type=2 2 2 2 2 2 2
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Tree=2245
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decision_type=2 2 2 2 2 2 2
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internal_weight=2009.18 205.458 1803.72 192.24 1492.2 311.52 13.2183
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Tree=2246
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internal_weight=1451.91 1014.18 594.755 419.427 437.729 329.404 108.325
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Tree=2247
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Tree=2248
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decision_type=2 2 2 2 2 2 2
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Tree=2249
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decision_type=2 2 2 2 2 2 2
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internal_weight=2115.8 858.728 118.611 740.117 1257.07 1127.54 129.531
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Tree=2250
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Tree=2251
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Tree=2252
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Tree=2253
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decision_type=2 2 2 2 2 2 2
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Tree=2254
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Tree=2255
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Tree=2256
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Tree=2257
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Tree=2258
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leaf_count=192 710 3235 263 634 5718 150 3260
internal_value=6.86435e-05 0.00118395 0.00481527 0.000637085 -0.00069714 0.0021666 -0.00104287
internal_weight=2115.52 859.024 102.341 756.682 1256.5 129.747 1126.75
internal_count=14162 4324 455 3869 9838 860 8978
is_linear=0
shrinkage=0.0130895


Tree=2259
num_leaves=8
num_cat=0
split_feature=97 93 96 36 28 127 31
split_gain=8.81073 12.5244 7.55116 10.3592 7.53414 7.35324 6.43925
threshold=2.5000000000000004 14.550000000000002 4.5000000000000009 1.3650000000000004 5.1833333333333345 2.2930000000000006 0.13755733944954127
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3 -4
right_child=2 5 6 -5 -6 -7 -8
leaf_value=-0.00088417945363602818 -0.0053451320462893671 0.0031727731536940508 -0.0014070714014300495 -0.0010047448216833456 0.002136463508078214 -0.0024596572507477087 0.00096286881807388367
leaf_weight=615.13396808877587 99.595915041863918 366.36540557444096 287.00390160083771 738.43750267103314 173.06426383554935 37.12249581515789 571.06646405905485
leaf_count=3051 694 1455 1244 4193 745 142 2638
internal_value=-9.62942e-05 0.000762637 -0.000700703 -0.00157684 -0.000202702 0.00260817 0.000163187
internal_weight=2887.79 1191.69 1696.1 838.033 788.198 403.488 858.07
internal_count=14162 5393 8769 4887 3796 1597 3882
is_linear=0
shrinkage=0.0130895


Tree=2260
num_leaves=8
num_cat=0
split_feature=56 92 30 80 141 136 31
split_gain=4.84288 5.57549 11.9313 7.94709 5.19481 6.27094 0.62832
threshold=2.2150000000000003 0.063333333333333366 0.12755527743012099 0.092914111934075616 -0.87399999999999989 6.0500000000000007 0.217539189588879
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2
right_child=4 2 -4 -5 5 -7 -8
leaf_value=-0.00028370374717847372 -0.0046920706693172713 0.0065572522339950286 -0.00073720040726928885 -0.0044051116972487125 -0.001660125130039323 0.006947923947420085 0.00056840272242401056
leaf_weight=521.95871854294091 5.9573032446205598 48.422829484567046 107.69478604756296 85.1859957203269 15.92758886516094 39.485025051981211 2.6002491824328899
leaf_count=8981 88 813 1902 1556 218 559 45
internal_value=-4.91072e-05 -0.00035444 0.00178091 -0.000923234 0.00315404 0.00459684 -0.00364556
internal_weight=827.232 763.262 156.118 607.145 63.9702 55.4126 8.55755
internal_count=14162 13252 2715 10537 910 777 133
is_linear=0
shrinkage=0.0130895


Tree=2261
num_leaves=8
num_cat=0
split_feature=150 135 137 130 40 95 91
split_gain=6.28242 7.09332 6.22671 5.69642 5.27171 5.97025 4.55479
threshold=0.56469500924214433 -0.094499999999999987 7.1500000000000012 1.6125000000000003 4.035000000000001 -8.2499999999999964 -0.084583333333333274
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.0060751704812977564 0.00030364339961158252 0.002562012609227541 0.0078920163621883296 -0.0035929782849933307 -0.0031753920242724842 0.0063548395547926278 -0.0011205111284691765
leaf_weight=35.077235873788595 32.696684969589114 40.466505881864578 35.503619628958404 43.321158255916089 10.892784820869567 18.548425128683448 130.9310974474065
leaf_count=1748 1147 1365 1186 1721 299 444 6252
internal_value=-2.03602e-05 0.00190853 0.00475272 -0.000663641 -0.00153999 0.0029169 -0.00244985
internal_weight=347.438 151.988 68.2003 83.7877 195.45 29.4412 166.008
internal_count=14162 5419 2333 3086 8743 743 8000
is_linear=0
shrinkage=0.0130895


Tree=2262
num_leaves=8
num_cat=0
split_feature=148 98 99 28 37 103 136
split_gain=10.1774 12.167 9.20363 8.5724 5.893 2.12238 1.20628
threshold=0.17399267399267399 0.34848484848484851 0.78416149068322993 3.7071428571428577 0.62323806241620983 0.70850000000000002 4.9500000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 4 5 -3 -2 -1 -4
right_child=1 3 6 -5 -6 -7 -8
leaf_value=0.012204266226217356 -0.0043838907390245374 0.0016195842010980996 0.00147872225629303 -0.00027269865195016956 0.0038117947486759505 0.0018424863022294259 -0.0037102940738744897
leaf_weight=14.520495958626272 125.3002540320158 600.51766570657492 6.5234015658497793 1243.7715478055179 9.319096237421034 8.6507030092179757 7.3225587978959084
leaf_count=88 1008 4443 42 8416 52 59 54
internal_value=0.000207148 6.40028e-05 0.00623402 0.000348792 -0.00359472 0.0100429 -0.00166778
internal_weight=2015.93 1978.91 37.0172 1844.29 134.619 23.1712 13.846
internal_count=14162 13919 243 12859 1060 147 96
is_linear=0
shrinkage=0.0130895


Tree=2263
num_leaves=8
num_cat=0
split_feature=149 35 40 122 120 138 103
split_gain=7.99967 7.09739 5.76332 5.40364 6.95858 6.5661 1.28425
threshold=0.4688957032352174 3.6050000000000004 2.2850000000000006 0.92600000000000016 1.6460000000000001 1.5000000000000002 0.66750000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -3
right_child=3 6 -4 4 -6 -7 -8
leaf_value=0.0064789305759059687 0.0050225052931559024 -0.0056914420615765873 0.0015318715568345706 0.0006369549329547934 -0.0011782132045463952 -0.0028183536903894899 0.00059217610035672481
leaf_weight=53.611285269260406 11.10641125962138 11.177839361131193 136.05454865098 1060.7839776985347 536.71176085621119 194.5619947463274 5.2512808404862872
leaf_count=329 74 112 713 7348 4248 1291 47
internal_value=4.51647e-05 0.0024263 0.00318175 -0.000238728 2.36182e-05 -0.00218414 -0.00421482
internal_weight=2009.26 206.095 189.666 1803.16 1597.5 205.668 16.4291
internal_count=14162 1201 1042 12961 11596 1365 159
is_linear=0
shrinkage=0.0130895


Tree=2264
num_leaves=8
num_cat=0
split_feature=96 103 12 11 25 9 47
split_gain=9.23787 7.54766 8.32568 7.59557 6.86848 6.66138 5.202
threshold=4.5000000000000009 0.89450000000000018 1.0000000180025095e-35 0.51666666666666672 0.77500000000000013 2.6333333333333337 1.6650000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0037680282571157767 -0.0032650400750298177 -0.001306257285453599 0.0027800126155311817 -0.0009143918676804445 0.002851237032369057 0.0044041481444478028 -0.0031784874531727305
leaf_weight=56.454712919890881 280.8865085169673 106.92341438494623 335.36952724866569 562.07232019677758 71.316312652081251 12.393002789467571 25.860400639474392
leaf_count=477 3462 842 2733 5349 903 120 276
internal_value=-0.000136317 0.000498909 0.00178521 -0.000434495 -0.00183187 -0.00280801 0.00110138
internal_weight=1451.28 1060.82 442.293 618.527 390.456 293.28 97.1767
internal_count=14162 9401 3575 5826 4761 3582 1179
is_linear=0
shrinkage=0.0130895


Tree=2265
num_leaves=7
num_cat=0
split_feature=2 142 84 31 31 30
split_gain=10.0857 6.53586 5.46539 8.07059 7.85896 0.196263
threshold=289.72889284509807 -1.0000000180025095e-35 0.011458333333333301 0.1482928240740741 0.13853769992383855 0.17871660859465732
decision_type=2 2 2 2 2 2
left_child=2 5 3 -1 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.0021853602509665534 0.00042958412264033815 0.012639514102346497 0.0014930131730869227 0.0017661903895800225 -0.0058121180831462883 -0.0026017359897019471
leaf_weight=156.71964003611356 1.7499932274222372 6.0314795169979316 32.759192794561386 179.18388896994293 65.815822096541524 2.7045922838151455
leaf_count=5110 43 122 975 5923 1922 67
internal_value=-0.000512453 0.0085125 -0.000914681 -8.72132e-05 -0.00346956 -0.00193555
internal_weight=444.965 10.4861 434.479 335.904 98.575 4.45459
internal_count=14162 232 13930 11033 2897 110
is_linear=0
shrinkage=0.0130895


Tree=2266
num_leaves=8
num_cat=0
split_feature=26 94 149 41 22 77 77
split_gain=5.77172 5.60269 4.89606 8.49421 5.78491 3.61655 0.473974
threshold=0.39050000000000007 11.400000000000002 0.61941211201079638 2.1950000000000007 0.70833333333333337 1.1547619047619049 1.7238095238095241
decision_type=2 2 2 2 2 2 2
left_child=1 6 4 -4 -2 -3 -1
right_child=2 5 3 -5 -6 -7 -8
leaf_value=-0.0033947223153575341 -0.00083115225482953609 -2.0667311014237714e-05 0.0085896302072116393 -0.0031382651820861629 0.0028956276696316661 0.010474164473889356 0.00076011271585120553
leaf_weight=5.2895498145371702 583.1552758840844 7.4466857351362732 17.268409240990881 10.713739905506371 71.383093656972051 12.648362047970293 2.4480726476758718
leaf_count=109 11746 126 325 259 1337 209 51
internal_value=0.00014501 0.00513036 -0.000128588 0.00445207 -0.000387702 0.00786005 -0.00239108
internal_weight=710.353 27.8327 682.521 27.9821 654.538 20.095 7.73762
internal_count=14162 495 13667 584 13083 335 160
is_linear=0
shrinkage=0.0130895


Tree=2267
num_leaves=8
num_cat=0
split_feature=95 42 123 137 34 7 31
split_gain=10.3979 12.5363 9.90909 7.93112 7.34196 14.4617 9.72394
threshold=-2.2499999999999982 1.5850000000000002 1.5665000000000002 7.7500000000000009 1.425 -25.78318322104337 0.12352614787071711
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 -6
right_child=4 3 -4 -5 6 -7 -8
leaf_value=0.001208048045939925 0.0070710489833403249 -0.00069687974918569717 0.0086896176083588426 0.0019958687257931283 0.0019901707672341992 -0.0033052653187668323 -0.00092774213766257606
leaf_weight=66.077649034559727 15.880545008927582 412.26368103176355 52.781533420085907 328.27730911970139 258.30592950060964 267.46529527381063 714.2157204002142
leaf_count=308 105 2122 217 1677 1898 3084 4751
internal_value=6.79495e-05 0.00116992 0.00494225 0.00050736 -0.000689386 -0.00250507 -0.000140512
internal_weight=2115.27 859.4 118.859 740.541 1255.87 283.346 972.522
internal_count=14162 4324 525 3799 9838 3189 6649
is_linear=0
shrinkage=0.0130895


end of trees

feature_importances:
Column_85=1429
Column_95=692
Column_36=557
Column_34=521
Column_35=453
Column_40=422
Column_42=384
Column_4=283
Column_148=268
Column_145=256
Column_27=245
Column_99=242
Column_3=231
Column_26=206
Column_30=203
Column_29=192
Column_31=188
Column_86=187
Column_28=168
Column_136=167
Column_39=158
Column_56=157
Column_149=157
Column_130=153
Column_96=148
Column_1=144
Column_110=144
Column_2=143
Column_7=141
Column_104=140
Column_103=137
Column_6=136
Column_137=136
Column_147=136
Column_44=134
Column_49=134
Column_142=132
Column_105=131
Column_98=129
Column_38=126
Column_5=124
Column_141=124
Column_132=121
Column_93=120
Column_80=118
Column_91=118
Column_133=117
Column_134=117
Column_11=116
Column_92=115
Column_131=115
Column_135=113
Column_111=111
Column_8=109
Column_0=108
Column_41=106
Column_123=106
Column_120=104
Column_144=104
Column_97=102
Column_37=101
Column_121=99
Column_102=98
Column_127=97
Column_94=96
Column_90=93
Column_9=90
Column_53=89
Column_122=89
Column_114=81
Column_143=81
Column_10=77
Column_22=73
Column_115=71
Column_47=70
Column_126=70
Column_106=67
Column_79=65
Column_55=61
Column_51=60
Column_46=59
Column_52=58
Column_118=58
Column_89=57
Column_100=57
Column_101=50
Column_113=50
Column_23=49
Column_150=49
Column_109=47
Column_107=46
Column_12=42
Column_138=40
Column_146=39
Column_13=37
Column_16=37
Column_54=37
Column_124=34
Column_20=33
Column_48=33
Column_125=33
Column_19=31
Column_119=31
Column_50=30
Column_116=30
Column_45=29
Column_78=27
Column_84=27
Column_14=24
Column_117=24
Column_112=22
Column_18=21
Column_77=20
Column_15=19
Column_17=19
Column_108=18
Column_21=17
Column_25=17
Column_24=16
Column_128=16
Column_140=14
Column_139=13
Column_151=6
Column_129=5
Column_81=3
Column_58=1

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1500]
[learning_rate: 0.0130895]
[num_leaves: 8]
[num_threads: 4]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 3]
[min_data_in_leaf: 44]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.744087]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 4]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.790605]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 2.01297e-05]
[lambda_l2: 9.87919]
[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: 17869]
[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: 175]
[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: 16083]
[num_class: 9]
[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:null